> 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_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000 > 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: posterior_encoder.enc.in_layers.5.parametrizations.weight.original1 | > Layer missing in the checkpoint: posterior_encoder.enc.in_layers.6.parametrizations.weight.original0 | > Layer missing in the checkpoint: posterior_encoder.enc.in_layers.6.parametrizations.weight.original1 | > Layer missing in the checkpoint: posterior_encoder.enc.in_layers.7.parametrizations.weight.original0 | > Layer missing in the checkpoint: posterior_encoder.enc.in_layers.7.parametrizations.weight.original1 | > Layer missing in the checkpoint: posterior_encoder.enc.in_layers.8.parametrizations.weight.original0 | > Layer missing in the checkpoint: posterior_encoder.enc.in_layers.8.parametrizations.weight.original1 | > Layer missing in the checkpoint: posterior_encoder.enc.in_layers.9.parametrizations.weight.original0 | > Layer missing in the checkpoint: posterior_encoder.enc.in_layers.9.parametrizations.weight.original1 | > 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: waveform_decoder.resblocks.8.convs.0.parametrizations.weight.original0 | > Layer missing in the checkpoint: waveform_decoder.resblocks.8.convs.0.parametrizations.weight.original1 | > Layer missing in the checkpoint: waveform_decoder.resblocks.8.convs.1.parametrizations.weight.original0 | > Layer missing in the checkpoint: waveform_decoder.resblocks.8.convs.1.parametrizations.weight.original1 | > Layer missing in the checkpoint: waveform_decoder.resblocks.9.convs.0.parametrizations.weight.original0 | > Layer missing in the checkpoint: waveform_decoder.resblocks.9.convs.0.parametrizations.weight.original1 | > Layer missing in the checkpoint: waveform_decoder.resblocks.9.convs.1.parametrizations.weight.original0 | > Layer missing in the checkpoint: waveform_decoder.resblocks.9.convs.1.parametrizations.weight.original1 | > Layer missing in the checkpoint: waveform_decoder.resblocks.10.convs.0.parametrizations.weight.original0 | > Layer missing in the checkpoint: 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: disc.nets.0.conv_post.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.1.convs.0.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.1.convs.0.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.1.convs.1.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.1.convs.1.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.1.convs.2.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.1.convs.2.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.1.convs.3.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.1.convs.3.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.1.convs.4.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.1.convs.4.parametrizations.weight.original1 | > Layer missing in the 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 86791296 parameters  > EPOCH: 0/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-19 19:16:41)   --> TIME: 2025-02-19 19:17:13 -- STEP: 37/924 -- GLOBAL_STEP: 45900 | > loss_disc: 2.441302537918091 (2.3092902028882833) | > loss_disc_real_0: 0.09985846281051636 (0.12569540437008883) | > loss_disc_real_1: 0.22332361340522766 (0.17850814820141406) | > loss_disc_real_2: 0.1785314977169037 (0.18197420078354912) | > loss_disc_real_3: 0.22051513195037842 (0.2018885813854836) | > loss_disc_real_4: 0.2637941539287567 (0.2127467216672124) | > loss_disc_real_5: 0.3004949390888214 (0.19299347557731578) | > loss_0: 2.441302537918091 (2.3092902028882833) | > grad_norm_0: tensor(13.1659, device='cuda:0') (tensor(35.1199, device='cuda:0')) | > loss_gen: 2.6656031608581543 (2.7914486543552304) | > loss_kl: 3.5229854583740234 (4.053979325938869) | > loss_feat: 8.741735458374023 (9.277242389885155) | > loss_mel: 17.96631622314453 (17.879899488913054) | > loss_duration: 1.8753482103347778 (1.8408267820203625) | > amp_scaler: 64.0 (980.7567567567568) | > loss_1: 34.77198791503906 (35.84339688275311) | > grad_norm_1: tensor(869.9384, device='cuda:0') (tensor(586.4821, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.7683 (0.7586331754117399) | > loader_time: 0.014 (0.010241618027558198)  --> TIME: 2025-02-19 19:17:51 -- STEP: 87/924 -- GLOBAL_STEP: 45950 | > loss_disc: 2.2659316062927246 (2.2760592931988604) | > loss_disc_real_0: 0.1590047925710678 (0.12256590396850958) | > loss_disc_real_1: 0.19112806022167206 (0.1868377940236837) | > loss_disc_real_2: 0.17665985226631165 (0.1879816618801533) | > loss_disc_real_3: 0.20987960696220398 (0.20535368857712583) | > loss_disc_real_4: 0.21303319931030273 (0.21474076721860075) | > loss_disc_real_5: 0.2564498484134674 (0.2086554127691806) | > loss_0: 2.2659316062927246 (2.2760592931988604) | > grad_norm_0: tensor(40.9400, device='cuda:0') (tensor(37.3314, device='cuda:0')) | > loss_gen: 2.852034091949463 (2.8268290758132935) | > loss_kl: 3.0406405925750732 (3.491156021753947) | > loss_feat: 8.009861946105957 (9.37083210342232) | > loss_mel: 15.134915351867676 (17.737757649914975) | > loss_duration: 1.9980344772338867 (1.876709209091362) | > amp_scaler: 64.0 (453.88505747126436) | > loss_1: 31.035484313964844 (35.30328432718911) | > grad_norm_1: tensor(1761.1149, device='cuda:0') (tensor(977.5509, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.7159 (0.7430762203260401) | > loader_time: 0.0092 (0.010315289442566619)  --> TIME: 2025-02-19 19:18:28 -- STEP: 137/924 -- GLOBAL_STEP: 46000 | > loss_disc: 2.32429575920105 (2.269963167879704) | > loss_disc_real_0: 0.10504991561174393 (0.12771237807443542) | > loss_disc_real_1: 0.1897592395544052 (0.19003476806148126) | > loss_disc_real_2: 0.18756939470767975 (0.18742448537454112) | > loss_disc_real_3: 0.24034276604652405 (0.2069004555470752) | > loss_disc_real_4: 0.240069180727005 (0.2162010242251584) | > loss_disc_real_5: 0.23523040115833282 (0.20950088127903696) | > loss_0: 2.32429575920105 (2.269963167879704) | > grad_norm_0: tensor(27.3155, device='cuda:0') (tensor(42.8255, device='cuda:0')) | > loss_gen: 2.7641634941101074 (2.8466329722508896) | > loss_kl: 2.8000404834747314 (3.2881732422069914) | > loss_feat: 9.350629806518555 (9.422421928739896) | > loss_mel: 17.71895980834961 (17.771527603594926) | > loss_duration: 1.9476407766342163 (1.8968790082165794) | > amp_scaler: 64.0 (311.59124087591243) | > loss_1: 34.5814323425293 (35.22563484637404) | > grad_norm_1: tensor(2064.4514, device='cuda:0') (tensor(1059.6437, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.7108 (0.7375831255947587) | > loader_time: 0.009 (0.010123101464153206) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_46000.pth  --> TIME: 2025-02-19 19:19:08 -- STEP: 187/924 -- GLOBAL_STEP: 46050 | > loss_disc: 2.2198362350463867 (2.274374376006305) | > loss_disc_real_0: 0.12679657340049744 (0.1321172604466823) | > loss_disc_real_1: 0.24973644316196442 (0.19214880422634228) | > loss_disc_real_2: 0.24873584508895874 (0.18733831945268858) | > loss_disc_real_3: 0.2121855616569519 (0.2070281641846672) | > loss_disc_real_4: 0.19255806505680084 (0.21627786994617895) | > loss_disc_real_5: 0.23176589608192444 (0.21180839625431255) | > loss_0: 2.2198362350463867 (2.274374376006305) | > grad_norm_0: tensor(11.8008, device='cuda:0') (tensor(44.0391, device='cuda:0')) | > loss_gen: 3.2117090225219727 (2.841799331221351) | > loss_kl: 2.936316967010498 (3.1934679230266703) | > loss_feat: 9.53896713256836 (9.415204216452201) | > loss_mel: 17.780994415283203 (17.74023364571965) | > loss_duration: 1.9132746458053589 (1.902003485251238) | > amp_scaler: 64.0 (245.39037433155073) | > loss_1: 35.38125991821289 (35.09270865904455) | > grad_norm_1: tensor(1739.8502, device='cuda:0') (tensor(1236.2316, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.7059 (0.7371515602988994) | > loader_time: 0.0098 (0.010122837229845994)  --> TIME: 2025-02-19 19:19:46 -- STEP: 237/924 -- GLOBAL_STEP: 46100 | > loss_disc: 2.2402021884918213 (2.2742809514959155) | > loss_disc_real_0: 0.14561612904071808 (0.1305765232487822) | > loss_disc_real_1: 0.19113802909851074 (0.19398179785486006) | > loss_disc_real_2: 0.2024642378091812 (0.18759471938831387) | > loss_disc_real_3: 0.19489546120166779 (0.20805005521713932) | > loss_disc_real_4: 0.2065386176109314 (0.2165534745917542) | > loss_disc_real_5: 0.17240358889102936 (0.21219999682676943) | > loss_0: 2.2402021884918213 (2.2742809514959155) | > grad_norm_0: tensor(28.9622, device='cuda:0') (tensor(45.3917, device='cuda:0')) | > loss_gen: 2.8577795028686523 (2.8431439545587147) | > loss_kl: 2.863828420639038 (3.126073125042492) | > loss_feat: 8.354730606079102 (9.405686692346501) | > loss_mel: 15.749000549316406 (17.701494522738557) | > loss_duration: 1.891994833946228 (1.9044015784806843) | > amp_scaler: 64.0 (207.12236286919824) | > loss_1: 31.717334747314453 (34.98079991240034) | > grad_norm_1: tensor(1271.5377, device='cuda:0') (tensor(1356.4113, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.7244 (0.7398519988804428) | > loader_time: 0.0114 (0.010269279721416998)  --> TIME: 2025-02-19 19:20:24 -- STEP: 287/924 -- GLOBAL_STEP: 46150 | > loss_disc: 2.1963462829589844 (2.2687459590127665) | > loss_disc_real_0: 0.139457568526268 (0.1318216540879904) | > loss_disc_real_1: 0.1750062108039856 (0.19319441340837748) | > loss_disc_real_2: 0.189808651804924 (0.18783173209075724) | > loss_disc_real_3: 0.21325944364070892 (0.2077542972273943) | > loss_disc_real_4: 0.19903771579265594 (0.21593649290787645) | > loss_disc_real_5: 0.24048389494419098 (0.21308477381276741) | > loss_0: 2.1963462829589844 (2.2687459590127665) | > grad_norm_0: tensor(46.4678, device='cuda:0') (tensor(47.7685, device='cuda:0')) | > loss_gen: 2.9934909343719482 (2.842702075994804) | > loss_kl: 2.835613965988159 (3.073773504549618) | > loss_feat: 9.897159576416016 (9.382180541234566) | > loss_mel: 17.399919509887695 (17.58860172378062) | > loss_duration: 1.8017215728759766 (1.902879522652576) | > amp_scaler: 64.0 (182.18815331010447) | > loss_1: 34.92790985107422 (34.7901373607356) | > grad_norm_1: tensor(1935.7499, device='cuda:0') (tensor(1459.0059, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.7647 (0.7402955497183452) | > loader_time: 0.0108 (0.010272672367428234)  --> TIME: 2025-02-19 19:21:02 -- STEP: 337/924 -- GLOBAL_STEP: 46200 | > loss_disc: 2.34586238861084 (2.2629306521543064) | > loss_disc_real_0: 0.11234450340270996 (0.13089695099730173) | > loss_disc_real_1: 0.1998460739850998 (0.19348470311755597) | > loss_disc_real_2: 0.2030802220106125 (0.18702973916198087) | > loss_disc_real_3: 0.1707274615764618 (0.20740685764512248) | > loss_disc_real_4: 0.21861527860164642 (0.21587638459679642) | > loss_disc_real_5: 0.16598841547966003 (0.21302469647337482) | > loss_0: 2.34586238861084 (2.2629306521543064) | > grad_norm_0: tensor(31.3800, device='cuda:0') (tensor(48.1854, device='cuda:0')) | > loss_gen: 2.606092691421509 (2.840133259841171) | > loss_kl: 2.85941219329834 (3.0363704486133782) | > loss_feat: 8.822157859802246 (9.393394685286795) | > loss_mel: 16.817325592041016 (17.58281016986519) | > loss_duration: 1.859248399734497 (1.9005783927193027) | > amp_scaler: 64.0 (164.65281899109792) | > loss_1: 32.964237213134766 (34.753286950312294) | > grad_norm_1: tensor(1531.6486, device='cuda:0') (tensor(1467.9150, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.7241 (0.7406457828838673) | > loader_time: 0.0096 (0.010288525052169664)  --> TIME: 2025-02-19 19:21:40 -- STEP: 387/924 -- GLOBAL_STEP: 46250 | > loss_disc: 2.1725454330444336 (2.258125933565837) | > loss_disc_real_0: 0.1865163892507553 (0.13021646763465217) | > loss_disc_real_1: 0.18783481419086456 (0.1928586307383631) | > loss_disc_real_2: 0.1858517974615097 (0.18741474371855874) | > loss_disc_real_3: 0.1781425029039383 (0.2074860733300832) | > loss_disc_real_4: 0.19354493916034698 (0.21551071804315244) | > loss_disc_real_5: 0.20042243599891663 (0.2129914337619946) | > loss_0: 2.1725454330444336 (2.258125933565837) | > grad_norm_0: tensor(80.4928, device='cuda:0') (tensor(49.7778, device='cuda:0')) | > loss_gen: 2.99456787109375 (2.8432771700605226) | > loss_kl: 2.7461652755737305 (3.007869734628563) | > loss_feat: 9.638389587402344 (9.388422739290146) | > loss_mel: 17.049867630004883 (17.563077133139277) | > loss_duration: 1.8708912134170532 (1.898329726485319) | > amp_scaler: 64.0 (151.64857881136948) | > loss_1: 34.29988098144531 (34.70097651715736) | > grad_norm_1: tensor(1946.2842, device='cuda:0') (tensor(1503.5382, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.7547 (0.7409391581858153) | > loader_time: 0.0107 (0.010272273721621024)  --> TIME: 2025-02-19 19:22:18 -- STEP: 437/924 -- GLOBAL_STEP: 46300 | > loss_disc: 2.113135814666748 (2.2530957828670135) | > loss_disc_real_0: 0.05782357230782509 (0.13006865534104536) | > loss_disc_real_1: 0.1864900439977646 (0.19221825162865205) | > loss_disc_real_2: 0.16204462945461273 (0.18728688833233414) | > loss_disc_real_3: 0.1904558539390564 (0.2069235341090632) | > loss_disc_real_4: 0.24352599680423737 (0.21553890158164427) | > loss_disc_real_5: 0.19790031015872955 (0.21287267498279866) | > loss_0: 2.113135814666748 (2.2530957828670135) | > grad_norm_0: tensor(73.0575, device='cuda:0') (tensor(51.4319, device='cuda:0')) | > loss_gen: 3.0460803508758545 (2.8432883700735214) | > loss_kl: 2.738981246948242 (2.978072631277263) | > loss_feat: 10.314164161682129 (9.393729768574106) | > loss_mel: 18.617292404174805 (17.52471240543391) | > loss_duration: 1.8334013223648071 (1.8949813477234654) | > amp_scaler: 64.0 (141.62013729977133) | > loss_1: 36.54991912841797 (34.63478453262996) | > grad_norm_1: tensor(2318.9524, device='cuda:0') (tensor(1564.7737, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.7376 (0.7412182990146169) | > loader_time: 0.0098 (0.010310737710250055)  --> TIME: 2025-02-19 19:22:56 -- STEP: 487/924 -- GLOBAL_STEP: 46350 | > loss_disc: 2.2850356101989746 (2.2521692673528455) | > loss_disc_real_0: 0.17511451244354248 (0.13065641837718558) | > loss_disc_real_1: 0.17782464623451233 (0.1921370801586635) | > loss_disc_real_2: 0.230788916349411 (0.18755796814846057) | > loss_disc_real_3: 0.22834403812885284 (0.20717909418092367) | > loss_disc_real_4: 0.2103971689939499 (0.2153471522262699) | > loss_disc_real_5: 0.20074710249900818 (0.21269528416331537) | > loss_0: 2.2850356101989746 (2.2521692673528455) | > grad_norm_0: tensor(54.9582, device='cuda:0') (tensor(53.4420, device='cuda:0')) | > loss_gen: 2.7691709995269775 (2.842731445721775) | > loss_kl: 2.7313661575317383 (2.9556859117269023) | > loss_feat: 9.089838027954102 (9.381914406096914) | > 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tensor(49.3421, device='cuda:0') (tensor(53.1747, device='cuda:0')) | > loss_gen: 2.7335622310638428 (2.8381153713613454) | > loss_kl: 2.6925714015960693 (2.9365823211172657) | > loss_feat: 8.968069076538086 (9.365376088872306) | > loss_mel: 17.473712921142578 (17.460688083087483) | > loss_duration: 1.9089463949203491 (1.8877111702213962) | > amp_scaler: 64.0 (127.16573556797034) | > loss_1: 33.77686309814453 (34.488473039765616) | > grad_norm_1: tensor(1641.4513, device='cuda:0') (tensor(1570.2296, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.7594 (0.7420527020424209) | > loader_time: 0.0093 (0.010340402024196295)  --> TIME: 2025-02-19 19:24:12 -- STEP: 587/924 -- GLOBAL_STEP: 46450 | > loss_disc: 2.222215175628662 (2.2525782950692124) | > loss_disc_real_0: 0.08579764515161514 (0.1301772421451201) | > loss_disc_real_1: 0.17718498408794403 (0.1931184245308375) | > loss_disc_real_2: 0.199115589261055 (0.18847209811718338) | > loss_disc_real_3: 0.2228115051984787 (0.20723759366462757) | > loss_disc_real_4: 0.23092323541641235 (0.21541204157537663) | > loss_disc_real_5: 0.20950980484485626 (0.2124207673857727) | > loss_0: 2.222215175628662 (2.2525782950692124) | > grad_norm_0: tensor(60.8106, device='cuda:0') (tensor(53.6446, device='cuda:0')) | > loss_gen: 2.686169147491455 (2.8386859948631042) | > loss_kl: 2.813509225845337 (2.9187301224703672) | > loss_feat: 8.997835159301758 (9.363492747181738) | > loss_mel: 17.20931053161621 (17.443456537678863) | > loss_duration: 1.8488794565200806 (1.8830530657678892) | > amp_scaler: 64.0 (121.78534923339025) | > loss_1: 33.555702209472656 (34.44741843059484) | > grad_norm_1: tensor(2282.6917, device='cuda:0') (tensor(1530.9814, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.7198 (0.742102255406939) | > loader_time: 0.0094 (0.010337025790238919)  --> TIME: 2025-02-19 19:24:49 -- STEP: 637/924 -- GLOBAL_STEP: 46500 | > loss_disc: 2.120213270187378 (2.2488731514527993) | > loss_disc_real_0: 0.09138303995132446 (0.12987796465165957) | > loss_disc_real_1: 0.13757576048374176 (0.19251807327594253) | > loss_disc_real_2: 0.18327918648719788 (0.1882076094532312) | > loss_disc_real_3: 0.1911892592906952 (0.20714817868671387) | > loss_disc_real_4: 0.2564947009086609 (0.21532572747399711) | > loss_disc_real_5: 0.2165946066379547 (0.2124202826076436) | > loss_0: 2.120213270187378 (2.2488731514527993) | > grad_norm_0: tensor(33.1226, device='cuda:0') (tensor(54.1110, device='cuda:0')) | > loss_gen: 3.0024521350860596 (2.8398562931752482) | > loss_kl: 2.5705878734588623 (2.90011177070474) | > loss_feat: 10.249293327331543 (9.363418042379063) | > loss_mel: 16.760513305664062 (17.408247170680355) | > loss_duration: 1.8318519592285156 (1.8775753692330521) | > amp_scaler: 64.0 (117.24960753532193) | > loss_1: 34.41469955444336 (34.38920860949269) | > grad_norm_1: tensor(2439.3816, device='cuda:0') (tensor(1591.9142, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.7392 (0.742175610136572) | > loader_time: 0.0106 (0.010365559878865825)  --> TIME: 2025-02-19 19:25:27 -- STEP: 687/924 -- GLOBAL_STEP: 46550 | > loss_disc: 2.1679813861846924 (2.2446141215217494) | > loss_disc_real_0: 0.09809333831071854 (0.12949280022186668) | > loss_disc_real_1: 0.1765558272600174 (0.1920487589082169) | > loss_disc_real_2: 0.1998918652534485 (0.18806167556382328) | > loss_disc_real_3: 0.15302488207817078 (0.20675672827155656) | > loss_disc_real_4: 0.19947107136249542 (0.21511438135410157) | > loss_disc_real_5: 0.15471412241458893 (0.21212951475659472) | > loss_0: 2.1679813861846924 (2.2446141215217494) | > grad_norm_0: tensor(88.7046, device='cuda:0') (tensor(55.1595, device='cuda:0')) | > loss_gen: 2.7692599296569824 (2.8399129543762536) | > loss_kl: 2.594125509262085 (2.880586189300561) | > loss_feat: 10.058780670166016 (9.360470596185777) | > loss_mel: 17.119415283203125 (17.366219537226915) | > loss_duration: 1.800328254699707 (1.87228499923384) | > amp_scaler: 64.0 (113.3740902474528) | > loss_1: 34.3419075012207 (34.31947422999311) | > grad_norm_1: tensor(2178.7944, device='cuda:0') (tensor(1642.1206, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.7317 (0.741503186968561) | > loader_time: 0.0115 (0.010342640300678562)  --> TIME: 2025-02-19 19:26:04 -- STEP: 737/924 -- GLOBAL_STEP: 46600 | > loss_disc: 2.3559823036193848 (2.243084504290544) | > loss_disc_real_0: 0.13963334262371063 (0.12931897865262096) | > loss_disc_real_1: 0.20486494898796082 (0.19170061955822368) | > loss_disc_real_2: 0.2164471298456192 (0.18813401640593755) | > loss_disc_real_3: 0.18924540281295776 (0.20692484303196865) | > loss_disc_real_4: 0.24297183752059937 (0.21525329335250237) | > loss_disc_real_5: 0.2153129279613495 (0.21202932707611535) | > loss_0: 2.3559823036193848 (2.243084504290544) | > grad_norm_0: tensor(56.7437, device='cuda:0') (tensor(56.4703, device='cuda:0')) | > loss_gen: 2.8662712574005127 (2.8414207396060824) | > loss_kl: 2.507185220718384 (2.865809648298992) | > loss_feat: 9.10272216796875 (9.35475837779985) | > loss_mel: 16.614479064941406 (17.338908667803782) | > loss_duration: 1.776273488998413 (1.8664543641632576) | > amp_scaler: 64.0 (110.02442333785628) | > loss_1: 32.8669319152832 (34.26735174057444) | > grad_norm_1: tensor(1901.0192, device='cuda:0') (tensor(1686.3013, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.7165 (0.7412340818946019) | > loader_time: 0.0098 (0.010330115762138645)  --> TIME: 2025-02-19 19:26:42 -- STEP: 787/924 -- GLOBAL_STEP: 46650 | > loss_disc: 2.331071376800537 (2.243937868478183) | > loss_disc_real_0: 0.1653202921152115 (0.1295314771531499) | > loss_disc_real_1: 0.1877107471227646 (0.19186516555814304) | > loss_disc_real_2: 0.22885750234127045 (0.18841483416520952) | > loss_disc_real_3: 0.2359914630651474 (0.20710994166900726) | > loss_disc_real_4: 0.19847482442855835 (0.2155104242407231) | > loss_disc_real_5: 0.19584216177463531 (0.2119956137813636) | > loss_0: 2.331071376800537 (2.243937868478183) | > grad_norm_0: tensor(53.1849, device='cuda:0') (tensor(57.4785, device='cuda:0')) | > loss_gen: 2.754324197769165 (2.838688628191868) | > loss_kl: 2.5104267597198486 (2.8444981072121696) | > loss_feat: 7.8055524826049805 (9.337883975333165) | > loss_mel: 14.463117599487305 (17.308725549729374) | > loss_duration: 1.7666778564453125 (1.8617185563265595) | > amp_scaler: 64.0 (107.10038119440924) | > loss_1: 29.300098419189453 (34.19151475559803) | > grad_norm_1: tensor(1792.6201, device='cuda:0') (tensor(1717.3981, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.7605 (0.7408621553544602) | > loader_time: 0.0107 (0.01032716316068037)  --> TIME: 2025-02-19 19:27:19 -- STEP: 837/924 -- GLOBAL_STEP: 46700 | > loss_disc: 2.3414273262023926 (2.2457528938956535) | > loss_disc_real_0: 0.21848995983600616 (0.12952582977863494) | > loss_disc_real_1: 0.19774334132671356 (0.19228790343484284) | > loss_disc_real_2: 0.20070645213127136 (0.18886035356755176) | > loss_disc_real_3: 0.1949506551027298 (0.20749527175010604) | > loss_disc_real_4: 0.20369844138622284 (0.21567870806479827) | > loss_disc_real_5: 0.26093512773513794 (0.21187058248720705) | > loss_0: 2.3414273262023926 (2.2457528938956535) | > grad_norm_0: tensor(107.9989, device='cuda:0') (tensor(58.3044, device='cuda:0')) | > loss_gen: 2.676569938659668 (2.836765077806287) | > loss_kl: 2.2889981269836426 (2.830362280352285) | > loss_feat: 8.251315116882324 (9.325873626745462) | > loss_mel: 16.277875900268555 (17.297909966791266) | > loss_duration: 1.7869129180908203 (1.8562873715853037) | > amp_scaler: 64.0 (104.52568697729997) | > loss_1: 31.28167152404785 (34.14719828169266) | > grad_norm_1: tensor(1299.0688, device='cuda:0') (tensor(1725.5917, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.7491 (0.7399108036729436) | > loader_time: 0.0105 (0.010327927955162576)  --> TIME: 2025-02-19 19:27:57 -- STEP: 887/924 -- GLOBAL_STEP: 46750 | > loss_disc: 2.343949556350708 (2.243973400439588) | > loss_disc_real_0: 0.16330473124980927 (0.12884766534138847) | > loss_disc_real_1: 0.18892806768417358 (0.1921610931583429) | > loss_disc_real_2: 0.15581412613391876 (0.18899701922090367) | > loss_disc_real_3: 0.2735334634780884 (0.20734692306972813) | > loss_disc_real_4: 0.19675640761852264 (0.21573894832959442) | > loss_disc_real_5: 0.26262348890304565 (0.21191843019498097) | > loss_0: 2.343949556350708 (2.243973400439588) | > grad_norm_0: tensor(111.6684, device='cuda:0') (tensor(58.5399, device='cuda:0')) | > loss_gen: 2.6208834648132324 (2.837259962566809) | > loss_kl: 2.5249483585357666 (2.818006246442054) | > loss_feat: 8.08275032043457 (9.327600006589508) | > loss_mel: 15.33416748046875 (17.29305910284649) | > loss_duration: 1.734458088874817 (1.8509458756366202) | > amp_scaler: 64.0 (102.24126268320188) | > loss_1: 30.297208786010742 (34.126871158466564) | > grad_norm_1: tensor(2180.9253, device='cuda:0') (tensor(1722.5865, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.6861 (0.739719705893462) | > loader_time: 0.009 (0.010300971475233497)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.186980962753296 (2.186980962753296) | > loss_disc_real_0: 0.06974274665117264 (0.06974274665117264) | > loss_disc_real_1: 0.18883731961250305 (0.18883731961250305) | > loss_disc_real_2: 0.21792156994342804 (0.21792156994342804) | > loss_disc_real_3: 0.19952447712421417 (0.19952447712421417) | > loss_disc_real_4: 0.19829580187797546 (0.19829580187797546) | > loss_disc_real_5: 0.18573753535747528 (0.18573753535747528) | > loss_0: 2.186980962753296 (2.186980962753296) | > loss_gen: 2.4810149669647217 (2.4810149669647217) | > loss_kl: 2.388645648956299 (2.388645648956299) | > loss_feat: 7.5245585441589355 (7.5245585441589355) | > loss_mel: 13.408284187316895 (13.408284187316895) | > loss_duration: 1.8250675201416016 (1.8250675201416016) | > loss_1: 27.6275691986084 (27.6275691986084)  --> STEP: 1 | > loss_disc: 2.126985549926758 (2.126985549926758) | > loss_disc_real_0: 0.05556020513176918 (0.05556020513176918) | > loss_disc_real_1: 0.1794363558292389 (0.1794363558292389) | > loss_disc_real_2: 0.2577255964279175 (0.2577255964279175) | > loss_disc_real_3: 0.19165736436843872 (0.19165736436843872) | > loss_disc_real_4: 0.18409159779548645 (0.18409159779548645) | > loss_disc_real_5: 0.19499213993549347 (0.19499213993549347) | > loss_0: 2.126985549926758 (2.126985549926758) | > loss_gen: 2.543454885482788 (2.543454885482788) | > loss_kl: 2.319098472595215 (2.319098472595215) | > loss_feat: 8.370984077453613 (8.370984077453613) | > loss_mel: 15.172174453735352 (15.172174453735352) | > loss_duration: 1.8138731718063354 (1.8138731718063354) | > loss_1: 30.219585418701172 (30.219585418701172)  --> STEP: 2 | > loss_disc: 2.140719413757324 (2.133852481842041) | > loss_disc_real_0: 0.05599585548043251 (0.055778030306100845) | > loss_disc_real_1: 0.17305169999599457 (0.17624402791261673) | > loss_disc_real_2: 0.24019946157932281 (0.24896252900362015) | > loss_disc_real_3: 0.19664637744426727 (0.194151870906353) | > loss_disc_real_4: 0.20177745819091797 (0.1929345279932022) | > loss_disc_real_5: 0.23567385971546173 (0.2153329998254776) | > loss_0: 2.140719413757324 (2.133852481842041) | > loss_gen: 2.601086378097534 (2.572270631790161) | > loss_kl: 2.468207836151123 (2.393653154373169) | > loss_feat: 8.969992637634277 (8.670488357543945) | > loss_mel: 15.67121410369873 (15.421694278717041) | > loss_duration: 1.6781342029571533 (1.7460036873817444) | > loss_1: 31.388633728027344 (30.804109573364258)  --> STEP: 3 | > loss_disc: 2.189584493637085 (2.1524298191070557) | > loss_disc_real_0: 0.0692204162478447 (0.060258825620015465) | > loss_disc_real_1: 0.1709948033094406 (0.1744942863782247) | > loss_disc_real_2: 0.2520357370376587 (0.249986931681633) | > loss_disc_real_3: 0.20336765050888062 (0.19722379744052887) | > loss_disc_real_4: 0.21664555370807648 (0.20083820323149362) | > loss_disc_real_5: 0.22128210961818695 (0.2173160364230474) | > loss_0: 2.189584493637085 (2.1524298191070557) | > loss_gen: 2.570482015609741 (2.571674426396688) | > loss_kl: 2.2863845825195312 (2.3578969637552896) | > loss_feat: 7.71658992767334 (8.352522214253744) | > loss_mel: 14.436992645263672 (15.093460400899252) | > loss_duration: 1.7813588380813599 (1.7577887376149495) | > loss_1: 28.79180908203125 (30.133342742919922)  --> STEP: 4 | > loss_disc: 2.2415008544921875 (2.1746975779533386) | > loss_disc_real_0: 0.06534156948328018 (0.06152951158583164) | > loss_disc_real_1: 0.1887238770723343 (0.1780516840517521) | > loss_disc_real_2: 0.2693750262260437 (0.25483395531773567) | > loss_disc_real_3: 0.21451741456985474 (0.20154720172286034) | > loss_disc_real_4: 0.2050311118364334 (0.20188643038272858) | > loss_disc_real_5: 0.21107839047908783 (0.2157566249370575) | > loss_0: 2.2415008544921875 (2.1746975779533386) | > loss_gen: 2.5452380180358887 (2.565065324306488) | > loss_kl: 2.3375494480133057 (2.3528100848197937) | > loss_feat: 8.115334510803223 (8.293225288391113) | > loss_mel: 14.998791694641113 (15.069793224334717) | > loss_duration: 1.9042587280273438 (1.794406235218048) | > loss_1: 29.901172637939453 (30.075300216674805)  --> STEP: 5 | > loss_disc: 2.164694309234619 (2.172696924209595) | > loss_disc_real_0: 0.06663718819618225 (0.06255104690790177) | > loss_disc_real_1: 0.1767246127128601 (0.1777862697839737) | > loss_disc_real_2: 0.2764994204044342 (0.25916704833507537) | > loss_disc_real_3: 0.18873760104179382 (0.19898528158664702) | > loss_disc_real_4: 0.20306074619293213 (0.2021212935447693) | > loss_disc_real_5: 0.14197678864002228 (0.20100065767765046) | > loss_0: 2.164694309234619 (2.172696924209595) | > loss_gen: 2.3378794193267822 (2.519628143310547) | > loss_kl: 2.5430619716644287 (2.3908604621887206) | > loss_feat: 7.789461612701416 (8.192472553253173) | > loss_mel: 14.813289642333984 (15.018492507934571) | > loss_duration: 1.6663134098052979 (1.768787670135498) | > loss_1: 29.150005340576172 (29.89024124145508) --> EVAL PERFORMANCE | > avg_loader_time: 0.2328338623046875 (+0) | > avg_loss_disc: 2.172696924209595 (+0) | > avg_loss_disc_real_0: 0.06255104690790177 (+0) | > avg_loss_disc_real_1: 0.1777862697839737 (+0) | > avg_loss_disc_real_2: 0.25916704833507537 (+0) | > avg_loss_disc_real_3: 0.19898528158664702 (+0) | > avg_loss_disc_real_4: 0.2021212935447693 (+0) | > avg_loss_disc_real_5: 0.20100065767765046 (+0) | > avg_loss_0: 2.172696924209595 (+0) | > avg_loss_gen: 2.519628143310547 (+0) | > avg_loss_kl: 2.3908604621887206 (+0) | > avg_loss_feat: 8.192472553253173 (+0) | > avg_loss_mel: 15.018492507934571 (+0) | > avg_loss_duration: 1.768787670135498 (+0) | > avg_loss_1: 29.89024124145508 (+0) > BEST MODEL : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/best_model_46787.pth  > EPOCH: 1/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-19 19:28:35)   --> TIME: 2025-02-19 19:28:47 -- STEP: 13/924 -- GLOBAL_STEP: 46800 | > loss_disc: 2.1249561309814453 (2.2730102722461405) | > loss_disc_real_0: 0.05708196759223938 (0.10457592027691695) | > loss_disc_real_1: 0.17075268924236298 (0.21281615243508265) | > loss_disc_real_2: 0.20239129662513733 (0.1956659612747339) | > loss_disc_real_3: 0.20224688947200775 (0.22454083424348098) | > loss_disc_real_4: 0.23175817728042603 (0.2230958709349999) | > loss_disc_real_5: 0.22131505608558655 (0.2028119701605577) | > loss_0: 2.1249561309814453 (2.2730102722461405) | > grad_norm_0: tensor(12.2479, device='cuda:0') (tensor(44.3168, device='cuda:0')) | > loss_gen: 2.884821653366089 (2.835517534842858) | > loss_kl: 2.623465061187744 (2.5272749754098744) | > loss_feat: 9.523722648620605 (9.144345723665678) | > loss_mel: 17.356075286865234 (17.250782599815956) | > loss_duration: 1.7586760520935059 (1.7410404407061064) | > amp_scaler: 64.0 (64.0) | > loss_1: 34.146759033203125 (33.4989609351525) | > grad_norm_1: tensor(568.7661, device='cuda:0') (tensor(873.5106, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.7506 (0.7340182157663199) | > loader_time: 0.0096 (0.009921972568218525)  --> TIME: 2025-02-19 19:29:24 -- STEP: 63/924 -- GLOBAL_STEP: 46850 | > loss_disc: 2.335254669189453 (2.264636927180819) | > loss_disc_real_0: 0.1427973359823227 (0.12877024686525734) | > loss_disc_real_1: 0.17147913575172424 (0.19484229575073908) | > loss_disc_real_2: 0.1946842223405838 (0.19169480247156961) | > loss_disc_real_3: 0.2488909810781479 (0.211731679146252) | > loss_disc_real_4: 0.23339419066905975 (0.21783654841165695) | > loss_disc_real_5: 0.277045875787735 (0.21302052622749693) | > loss_0: 2.335254669189453 (2.264636927180819) | > grad_norm_0: tensor(56.0738, device='cuda:0') (tensor(58.4875, device='cuda:0')) | > loss_gen: 2.9172558784484863 (2.7607634256756497) | > loss_kl: 2.7546632289886475 (2.5663834185827348) | > loss_feat: 9.179508209228516 (9.00954226842002) | > loss_mel: 17.145423889160156 (16.887422304304817) | > loss_duration: 1.724806308746338 (1.7504622747027685) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.721656799316406 (32.97457395281111) | > grad_norm_1: tensor(2298.9788, device='cuda:0') (tensor(1442.9215, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.7422 (0.7303910104055253) | > loader_time: 0.011 (0.010606088335551912)  --> TIME: 2025-02-19 19:30:01 -- STEP: 113/924 -- GLOBAL_STEP: 46900 | > loss_disc: 2.28663969039917 (2.2511055606656356) | > loss_disc_real_0: 0.12893790006637573 (0.12891474880475912) | > loss_disc_real_1: 0.19403788447380066 (0.19231907495882658) | > loss_disc_real_2: 0.21465441584587097 (0.19185265516285346) | > loss_disc_real_3: 0.1853928565979004 (0.20826262037838456) | > loss_disc_real_4: 0.1967153251171112 (0.2163347438373397) | > loss_disc_real_5: 0.23120202124118805 (0.21316482720121874) | > loss_0: 2.28663969039917 (2.2511055606656356) | > grad_norm_0: tensor(84.1712, device='cuda:0') (tensor(55.2113, device='cuda:0')) | > loss_gen: 2.5836379528045654 (2.765965693819839) | > loss_kl: 2.4011082649230957 (2.547675601149027) | > loss_feat: 8.236649513244629 (9.044750597624652) | > loss_mel: 16.184621810913086 (16.85732262535433) | > loss_duration: 1.7474507093429565 (1.747686081228003) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.153467178344727 (32.963400747923735) | > grad_norm_1: tensor(1561.1694, device='cuda:0') (tensor(1448.6565, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.6685 (0.729273521794682) | > loader_time: 0.0094 (0.01084596076897815)  --> TIME: 2025-02-19 19:30:39 -- STEP: 163/924 -- GLOBAL_STEP: 46950 | > loss_disc: 2.349590301513672 (2.250869462095155) | > loss_disc_real_0: 0.16997013986110687 (0.13020308251761223) | > loss_disc_real_1: 0.1802973449230194 (0.1918964406098325) | > loss_disc_real_2: 0.20849184691905975 (0.1911438903742773) | > loss_disc_real_3: 0.21584081649780273 (0.20834779538259923) | > loss_disc_real_4: 0.20968155562877655 (0.21617512368351408) | > loss_disc_real_5: 0.28683948516845703 (0.21320944759377672) | > loss_0: 2.349590301513672 (2.250869462095155) | > grad_norm_0: tensor(32.5358, device='cuda:0') (tensor(57.0785, device='cuda:0')) | > loss_gen: 2.7275257110595703 (2.7766990032664114) | > loss_kl: 2.581233501434326 (2.5291052391192665) | > loss_feat: 8.921564102172852 (9.053439742948381) | > loss_mel: 18.267974853515625 (16.833832846097415) | > loss_duration: 1.7022533416748047 (1.745381100777468) | > amp_scaler: 64.0 (64.0) | > loss_1: 34.20055389404297 (32.93845795707471) | > grad_norm_1: tensor(1966.7146, device='cuda:0') (tensor(1556.6816, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.6981 (0.7315236512868681) | > loader_time: 0.0092 (0.010897156651034674)  --> TIME: 2025-02-19 19:31:16 -- STEP: 213/924 -- GLOBAL_STEP: 47000 | > loss_disc: 2.177009105682373 (2.2531990697126427) | > loss_disc_real_0: 0.06998832523822784 (0.13075786103175283) | > loss_disc_real_1: 0.19057807326316833 (0.1925095539417625) | > loss_disc_real_2: 0.1857566088438034 (0.19192080528523442) | > loss_disc_real_3: 0.21016328036785126 (0.20860513240238876) | > loss_disc_real_4: 0.2662185728549957 (0.21598913181275833) | > loss_disc_real_5: 0.19993211328983307 (0.21284730942316457) | > loss_0: 2.177009105682373 (2.2531990697126427) | > grad_norm_0: tensor(79.9611, device='cuda:0') (tensor(59.6110, device='cuda:0')) | > loss_gen: 2.8822929859161377 (2.7770437936827617) | > loss_kl: 2.4737441539764404 (2.517968112873918) | > loss_feat: 9.534089088439941 (9.038190067094265) | > loss_mel: 18.254291534423828 (16.856352438949074) | > loss_duration: 1.7232542037963867 (1.7408303072754765) | > amp_scaler: 64.0 (64.0) | > loss_1: 34.867671966552734 (32.93038470308546) | > grad_norm_1: tensor(2277.8718, device='cuda:0') (tensor(1611.5604, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.7499 (0.7309636991348625) | > loader_time: 0.0105 (0.011047345371873166) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_47000.pth  --> TIME: 2025-02-19 19:31:55 -- STEP: 263/924 -- GLOBAL_STEP: 47050 | > loss_disc: 2.246613025665283 (2.255548265497039) | > loss_disc_real_0: 0.12639664113521576 (0.13240341954074886) | > loss_disc_real_1: 0.2005133479833603 (0.19240804685159327) | > loss_disc_real_2: 0.17055901885032654 (0.19289029284801773) | > loss_disc_real_3: 0.23838461935520172 (0.2081126601863724) | > loss_disc_real_4: 0.2159191071987152 (0.21608107477539848) | > loss_disc_real_5: 0.2245309054851532 (0.21233853578794137) | > loss_0: 2.246613025665283 (2.255548265497039) | > grad_norm_0: tensor(68.8103, device='cuda:0') (tensor(63.0479, device='cuda:0')) | > loss_gen: 2.907444477081299 (2.774903501394584) | > loss_kl: 2.592925548553467 (2.506303519803761) | > loss_feat: 9.461816787719727 (9.021620650708453) | > loss_mel: 17.321290969848633 (16.82078599023275) | > loss_duration: 1.6858959197998047 (1.738813390296675) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.96937561035156 (32.86242705515585) | > grad_norm_1: tensor(1720.1516, device='cuda:0') (tensor(1697.9340, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.7366 (0.7303632266621173) | > loader_time: 0.0103 (0.011047420392924842)  --> TIME: 2025-02-19 19:32:33 -- STEP: 313/924 -- GLOBAL_STEP: 47100 | > loss_disc: 2.3011577129364014 (2.2529398423795106) | > loss_disc_real_0: 0.11926311254501343 (0.13185682867805412) | > loss_disc_real_1: 0.196446493268013 (0.1916323059949632) | > loss_disc_real_2: 0.20593269169330597 (0.1928267639856369) | > loss_disc_real_3: 0.1975640058517456 (0.20834924552006462) | > loss_disc_real_4: 0.2280798703432083 (0.21597424616067173) | > loss_disc_real_5: 0.20798134803771973 (0.21247159282620343) | > loss_0: 2.3011577129364014 (2.2529398423795106) | > grad_norm_0: tensor(134.5749, device='cuda:0') (tensor(65.4289, device='cuda:0')) | > loss_gen: 2.6751224994659424 (2.782094935639599) | > loss_kl: 2.374293327331543 (2.504105890901703) | > loss_feat: 9.326870918273926 (9.036763462395722) | > loss_mel: 18.12114715576172 (16.803895971645563) | > loss_duration: 1.730569839477539 (1.735384813131996) | > amp_scaler: 64.0 (64.0) | > loss_1: 34.228004455566406 (32.86224503562857) | > grad_norm_1: tensor(2042.8009, device='cuda:0') (tensor(1770.2554, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.7286 (0.7306186718681746) | > loader_time: 0.0105 (0.01111573380784105)  --> TIME: 2025-02-19 19:33:10 -- STEP: 363/924 -- GLOBAL_STEP: 47150 | > loss_disc: 2.144768238067627 (2.25284297637046) | > loss_disc_real_0: 0.09094402939081192 (0.13123471319634403) | > loss_disc_real_1: 0.24937506020069122 (0.19191231471858416) | > loss_disc_real_2: 0.18394650518894196 (0.19287615300210054) | > loss_disc_real_3: 0.21524326503276825 (0.2083821256052364) | > loss_disc_real_4: 0.23000599443912506 (0.21590494924832968) | > loss_disc_real_5: 0.17184951901435852 (0.21243840328753816) | > loss_0: 2.144768238067627 (2.25284297637046) | > grad_norm_0: tensor(66.8983, device='cuda:0') (tensor(66.6691, device='cuda:0')) | > loss_gen: 3.0633583068847656 (2.7813437024423884) | > loss_kl: 2.5206751823425293 (2.502610295272069) | > loss_feat: 9.75850772857666 (9.028268487000277) | > loss_mel: 17.91327667236328 (16.75914450716381) | > loss_duration: 1.741652250289917 (1.7329626930646653) | > amp_scaler: 64.0 (64.0) | > loss_1: 34.99747085571289 (32.80432965932801) | > grad_norm_1: tensor(2396.5808, device='cuda:0') (tensor(1824.0013, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.7053 (0.7316325847110797) | > loader_time: 0.0101 (0.011168697320396907)  --> TIME: 2025-02-19 19:33:48 -- STEP: 413/924 -- GLOBAL_STEP: 47200 | > loss_disc: 2.1191539764404297 (2.256278460308655) | > loss_disc_real_0: 0.13826775550842285 (0.1317659073732522) | > loss_disc_real_1: 0.16944928467273712 (0.19229498467708048) | > loss_disc_real_2: 0.19888994097709656 (0.19349998560425155) | > loss_disc_real_3: 0.20320869982242584 (0.2082963396432036) | > loss_disc_real_4: 0.24835903942584991 (0.2161685395038734) | > loss_disc_real_5: 0.22342930734157562 (0.21261493948267968) | > loss_0: 2.1191539764404297 (2.256278460308655) | > grad_norm_0: tensor(67.4726, device='cuda:0') (tensor(68.9197, device='cuda:0')) | > loss_gen: 3.052692174911499 (2.7805708158968714) | > loss_kl: 2.28621244430542 (2.499895595176454) | > loss_feat: 9.964322090148926 (9.026261320414333) | > loss_mel: 15.920223236083984 (16.756143789314475) | > loss_duration: 1.6693698167800903 (1.7308072607973293) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.892818450927734 (32.793678745519166) | > grad_norm_1: tensor(1364.1255, device='cuda:0') (tensor(1864.2218, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.6896 (0.732674436476848) | > loader_time: 0.0129 (0.011186168499778028)  --> TIME: 2025-02-19 19:34:26 -- STEP: 463/924 -- GLOBAL_STEP: 47250 | > loss_disc: 2.4769389629364014 (2.254492917019655) | > loss_disc_real_0: 0.0737440437078476 (0.13104189158322738) | > loss_disc_real_1: 0.16231386363506317 (0.1923453986612562) | > loss_disc_real_2: 0.20218615233898163 (0.1934810443650569) | > loss_disc_real_3: 0.19311265647411346 (0.2086892252542545) | > loss_disc_real_4: 0.21515077352523804 (0.21602909250856733) | > loss_disc_real_5: 0.17754483222961426 (0.21222941374675758) | > loss_0: 2.4769389629364014 (2.254492917019655) | > grad_norm_0: tensor(61.2678, device='cuda:0') (tensor(69.4253, device='cuda:0')) | > loss_gen: 2.589662551879883 (2.7824173849035794) | > loss_kl: 2.4473843574523926 (2.49896541475992) | > loss_feat: 8.966556549072266 (9.031634383273703) | > loss_mel: 18.567798614501953 (16.75565741438073) | > loss_duration: 1.7261250019073486 (1.7288076357501625) | > amp_scaler: 64.0 (64.0) | > loss_1: 34.29752731323242 (32.79748219599215) | > grad_norm_1: tensor(1990.2203, device='cuda:0') (tensor(1887.8673, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.7138 (0.7324957749756055) | > loader_time: 0.0124 (0.011188696064135426)  --> TIME: 2025-02-19 19:35:03 -- STEP: 513/924 -- GLOBAL_STEP: 47300 | > loss_disc: 2.32320237159729 (2.2527227373848167) | > loss_disc_real_0: 0.10463952273130417 (0.13004419748575144) | > loss_disc_real_1: 0.1919519454240799 (0.19265957154900018) | > loss_disc_real_2: 0.180340975522995 (0.1935609886404599) | > loss_disc_real_3: 0.22060123085975647 (0.20909998506365696) | > loss_disc_real_4: 0.2342180609703064 (0.21609790658044536) | > loss_disc_real_5: 0.1914365142583847 (0.21161171895602526) | > loss_0: 2.32320237159729 (2.2527227373848167) | > grad_norm_0: tensor(84.7423, device='cuda:0') (tensor(68.3127, device='cuda:0')) | > loss_gen: 2.7137231826782227 (2.7868635947244202) | > loss_kl: 2.3305423259735107 (2.4975225655888464) | > loss_feat: 8.941052436828613 (9.036865905479159) | > loss_mel: 18.06317138671875 (16.74704307236402) | > loss_duration: 1.7028268575668335 (1.7272486126678492) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.75131607055664 (32.79554374873283) | > grad_norm_1: tensor(2311.9963, device='cuda:0') (tensor(1843.6748, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.7114 (0.7324234258826479) | > loader_time: 0.013 (0.011191001412464164)  --> TIME: 2025-02-19 19:35:40 -- STEP: 563/924 -- GLOBAL_STEP: 47350 | > loss_disc: 2.293921709060669 (2.2532108964970847) | > loss_disc_real_0: 0.13254550099372864 (0.12911789670427792) | > loss_disc_real_1: 0.19528530538082123 (0.19291778611512214) | > loss_disc_real_2: 0.22725439071655273 (0.1936825991047423) | > loss_disc_real_3: 0.24613043665885925 (0.20938407951307547) | > loss_disc_real_4: 0.23975986242294312 (0.21643547218815684) | > loss_disc_real_5: 0.2524040937423706 (0.21175333995166937) | > loss_0: 2.293921709060669 (2.2532108964970847) | > grad_norm_0: tensor(87.4309, device='cuda:0') (tensor(68.5627, device='cuda:0')) | > loss_gen: 2.911341905593872 (2.7885782731362805) | > loss_kl: 2.4944026470184326 (2.4939774183778076) | > loss_feat: 8.853611946105957 (9.04655192715661) | > loss_mel: 15.199971199035645 (16.76042188505508) | > loss_duration: 1.736886739730835 (1.725696269402919) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.19621467590332 (32.81522577736342) | > grad_norm_1: tensor(1224.1733, device='cuda:0') (tensor(1809.6823, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.7282 (0.7326999604172646) | > loader_time: 0.011 (0.011233807033586245)  --> TIME: 2025-02-19 19:36:18 -- STEP: 613/924 -- GLOBAL_STEP: 47400 | > loss_disc: 2.322392225265503 (2.252350130827935) | > loss_disc_real_0: 0.23080404102802277 (0.12739085000719386) | > loss_disc_real_1: 0.18197345733642578 (0.19300052352237476) | > loss_disc_real_2: 0.2031891942024231 (0.19353661082113732) | > loss_disc_real_3: 0.21617291867733002 (0.20949830856253238) | > loss_disc_real_4: 0.21199467778205872 (0.21664252126100209) | > loss_disc_real_5: 0.2641182243824005 (0.21187981712779258) | > loss_0: 2.322392225265503 (2.252350130827935) | > grad_norm_0: tensor(100.9880, device='cuda:0') (tensor(67.8115, device='cuda:0')) | > loss_gen: 2.7775747776031494 (2.7883819421391665) | > loss_kl: 2.544300079345703 (2.492074541711105) | > loss_feat: 8.722254753112793 (9.041766911890933) | > loss_mel: 16.763715744018555 (16.751293731552554) | > loss_duration: 1.7161917686462402 (1.724030375091714) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.5240364074707 (32.797547503746685) | > grad_norm_1: tensor(2556.0496, device='cuda:0') (tensor(1792.8866, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.6968 (0.7323853230593059) | > loader_time: 0.0098 (0.01120933545160838)  --> TIME: 2025-02-19 19:36:55 -- STEP: 663/924 -- GLOBAL_STEP: 47450 | > loss_disc: 2.27681303024292 (2.2527668314282163) | > loss_disc_real_0: 0.16320915520191193 (0.12768180255369363) | > loss_disc_real_1: 0.1956351101398468 (0.1930378543642852) | > loss_disc_real_2: 0.19518433511257172 (0.19376459866087897) | > loss_disc_real_3: 0.20233139395713806 (0.20936240858172223) | > loss_disc_real_4: 0.21436533331871033 (0.21647604153706476) | > loss_disc_real_5: 0.20641806721687317 (0.21144771238797394) | > loss_0: 2.27681303024292 (2.2527668314282163) | > grad_norm_0: tensor(64.2882, device='cuda:0') (tensor(68.3700, device='cuda:0')) | > loss_gen: 2.748762607574463 (2.788286878692255) | > loss_kl: 2.2850513458251953 (2.490665626022428) | > loss_feat: 8.939737319946289 (9.041119379874992) | > loss_mel: 17.096229553222656 (16.765602828150953) | > loss_duration: 1.639944076538086 (1.7224587815199859) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.70972442626953 (32.80813349210291) | > grad_norm_1: tensor(1867.4166, device='cuda:0') (tensor(1775.7230, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.7368 (0.7324623435870551) | > loader_time: 0.0183 (0.011207761807679054)  --> TIME: 2025-02-19 19:37:33 -- STEP: 713/924 -- GLOBAL_STEP: 47500 | > loss_disc: 2.185861349105835 (2.253141559357396) | > loss_disc_real_0: 0.19241517782211304 (0.1288476554313767) | > loss_disc_real_1: 0.17799602448940277 (0.19287043766002343) | > loss_disc_real_2: 0.18436874449253082 (0.1941211914322319) | > loss_disc_real_3: 0.19759909808635712 (0.20926736683949185) | > loss_disc_real_4: 0.23112113773822784 (0.2162422691204103) | > loss_disc_real_5: 0.17126579582691193 (0.2111172410875016) | > loss_0: 2.185861349105835 (2.253141559357396) | > grad_norm_0: tensor(77.3744, device='cuda:0') (tensor(67.3088, device='cuda:0')) | > loss_gen: 3.093761682510376 (2.7845884814001542) | > loss_kl: 2.2744390964508057 (2.4904752336076728) | > loss_feat: 9.530365943908691 (9.043508062188792) | > loss_mel: 17.143037796020508 (16.766810732837484) | > loss_duration: 1.7032475471496582 (1.7206091844015667) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.744850158691406 (32.80599169844825) | > grad_norm_1: tensor(1702.2886, device='cuda:0') (tensor(1792.3213, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.7179 (0.7333417012347072) | > loader_time: 0.0104 (0.011228283525014834)  --> TIME: 2025-02-19 19:38:11 -- STEP: 763/924 -- GLOBAL_STEP: 47550 | > loss_disc: 2.398449659347534 (2.252938267444095) | > loss_disc_real_0: 0.12630599737167358 (0.1291572560420747) | > loss_disc_real_1: 0.2249802201986313 (0.1926959794634761) | > loss_disc_real_2: 0.21464243531227112 (0.1942559034413466) | > loss_disc_real_3: 0.2535545527935028 (0.20904042709467455) | > loss_disc_real_4: 0.2429180145263672 (0.2163825216330832) | > loss_disc_real_5: 0.2241395115852356 (0.21122048086295125) | > loss_0: 2.398449659347534 (2.252938267444095) | > grad_norm_0: tensor(54.2436, device='cuda:0') (tensor(68.7245, device='cuda:0')) | > loss_gen: 2.726954221725464 (2.7875357511627867) | > loss_kl: 2.4378058910369873 (2.489987156494259) | > loss_feat: 8.1467866897583 (9.051644517116129) | > loss_mel: 15.493673324584961 (16.77020287419989) | > loss_duration: 1.6880531311035156 (1.719119462710689) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.49327278137207 (32.818489762152396) | > grad_norm_1: tensor(2312.2178, device='cuda:0') (tensor(1819.2129, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.7036 (0.733652768566286) | > loader_time: 0.0099 (0.011228958244873693)  --> TIME: 2025-02-19 19:38:48 -- STEP: 813/924 -- GLOBAL_STEP: 47600 | > loss_disc: 2.051711082458496 (2.2503553571736234) | > loss_disc_real_0: 0.13340196013450623 (0.12884409136859415) | > loss_disc_real_1: 0.1522979885339737 (0.19253897375506235) | > loss_disc_real_2: 0.18479402363300323 (0.19393555565220547) | > loss_disc_real_3: 0.22559288144111633 (0.20890754714223295) | > loss_disc_real_4: 0.24571731686592102 (0.21623240909819819) | > loss_disc_real_5: 0.22518816590309143 (0.21115465683983997) | > loss_0: 2.051711082458496 (2.2503553571736234) | > grad_norm_0: tensor(95.1040, device='cuda:0') (tensor(69.3731, device='cuda:0')) | > loss_gen: 3.0490596294403076 (2.7882438357025925) | > loss_kl: 2.7782342433929443 (2.489940437736837) | > loss_feat: 9.992915153503418 (9.053717771579429) | > loss_mel: 18.082006454467773 (16.757210448805814) | > loss_duration: 1.6909685134887695 (1.7177883700397765) | > amp_scaler: 64.0 (64.0) | > loss_1: 35.59318542480469 (32.80690088072673) | > grad_norm_1: tensor(2114.7727, device='cuda:0') (tensor(1847.9854, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.7457 (0.7335490121759313) | > loader_time: 0.0104 (0.011211873567119009)  --> TIME: 2025-02-19 19:39:26 -- STEP: 863/924 -- GLOBAL_STEP: 47650 | > loss_disc: 2.1375272274017334 (2.249437695168397) | > loss_disc_real_0: 0.11974361538887024 (0.12874665631462642) | > loss_disc_real_1: 0.18593955039978027 (0.1923731033143136) | > loss_disc_real_2: 0.1789938062429428 (0.19388419027124051) | > loss_disc_real_3: 0.19006037712097168 (0.20880016529131878) | > loss_disc_real_4: 0.228437140583992 (0.21623380319889837) | > loss_disc_real_5: 0.19805945456027985 (0.21094132918402608) | > loss_0: 2.1375272274017334 (2.249437695168397) | > grad_norm_0: tensor(82.4064, device='cuda:0') (tensor(70.3846, device='cuda:0')) | > loss_gen: 2.957165241241455 (2.7893845255930194) | > loss_kl: 2.4947519302368164 (2.4910062997669886) | > loss_feat: 9.844285011291504 (9.05823014591965) | > loss_mel: 17.480796813964844 (16.754266833927485) | > loss_duration: 1.7271860837936401 (1.7165081539684484) | > amp_scaler: 64.0 (64.0) | > loss_1: 34.50418472290039 (32.80939595917556) | > grad_norm_1: tensor(2697.2319, device='cuda:0') (tensor(1883.0081, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.7225 (0.7334806454969027) | > loader_time: 0.0108 (0.01121007857427675)  --> TIME: 2025-02-19 19:40:03 -- STEP: 913/924 -- GLOBAL_STEP: 47700 | > loss_disc: 2.2937827110290527 (2.249110290541966) | > loss_disc_real_0: 0.10614380240440369 (0.12865464858147696) | > loss_disc_real_1: 0.2078116536140442 (0.1922119274523277) | > loss_disc_real_2: 0.2017485648393631 (0.19394359292884775) | > loss_disc_real_3: 0.20913706719875336 (0.208668447663724) | > loss_disc_real_4: 0.22758907079696655 (0.21627816301643) | > loss_disc_real_5: 0.23232296109199524 (0.2112120949915179) | > loss_0: 2.2937827110290527 (2.249110290541966) | > grad_norm_0: tensor(92.1845, device='cuda:0') (tensor(71.1026, device='cuda:0')) | > loss_gen: 2.822986125946045 (2.790222344236592) | > loss_kl: 2.486501932144165 (2.4906803078353708) | > loss_feat: 8.387842178344727 (9.059504390938008) | > loss_mel: 16.992963790893555 (16.76671344844818) | > loss_duration: 1.6912565231323242 (1.714563927279636) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.38154983520508 (32.82168443518944) | > grad_norm_1: tensor(2196.8606, device='cuda:0') (tensor(1895.9907, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.7067 (0.7330733883681193) | > loader_time: 0.01 (0.011208703196714643)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3926210403442383 (2.3926210403442383) | > loss_disc_real_0: 0.19159099459648132 (0.19159099459648132) | > loss_disc_real_1: 0.20288389921188354 (0.20288389921188354) | > loss_disc_real_2: 0.2370235025882721 (0.2370235025882721) | > loss_disc_real_3: 0.21492131054401398 (0.21492131054401398) | > loss_disc_real_4: 0.23594772815704346 (0.23594772815704346) | > loss_disc_real_5: 0.2076888084411621 (0.2076888084411621) | > loss_0: 2.3926210403442383 (2.3926210403442383) | > loss_gen: 2.6494007110595703 (2.6494007110595703) | > loss_kl: 2.3228611946105957 (2.3228611946105957) | > loss_feat: 6.88802433013916 (6.88802433013916) | > loss_mel: 12.312546730041504 (12.312546730041504) | > loss_duration: 1.7167574167251587 (1.7167574167251587) | > loss_1: 25.889591217041016 (25.889591217041016)  --> STEP: 1 | > loss_disc: 2.4188036918640137 (2.4188036918640137) | > loss_disc_real_0: 0.18088752031326294 (0.18088752031326294) | > loss_disc_real_1: 0.21556639671325684 (0.21556639671325684) | > loss_disc_real_2: 0.2901603877544403 (0.2901603877544403) | > loss_disc_real_3: 0.23315171897411346 (0.23315171897411346) | > loss_disc_real_4: 0.24802054464817047 (0.24802054464817047) | > loss_disc_real_5: 0.2118827998638153 (0.2118827998638153) | > loss_0: 2.4188036918640137 (2.4188036918640137) | > loss_gen: 2.731449842453003 (2.731449842453003) | > loss_kl: 2.2313790321350098 (2.2313790321350098) | > loss_feat: 7.1759796142578125 (7.1759796142578125) | > loss_mel: 13.845365524291992 (13.845365524291992) | > loss_duration: 1.7357897758483887 (1.7357897758483887) | > loss_1: 27.71996307373047 (27.71996307373047)  --> STEP: 2 | > loss_disc: 2.267632246017456 (2.343217968940735) | > loss_disc_real_0: 0.19058512151241302 (0.18573632091283798) | > loss_disc_real_1: 0.20597773790359497 (0.2107720673084259) | > loss_disc_real_2: 0.2413835972547531 (0.2657719925045967) | > loss_disc_real_3: 0.2045363336801529 (0.21884402632713318) | > loss_disc_real_4: 0.2336275726556778 (0.24082405865192413) | > loss_disc_real_5: 0.2248445302248001 (0.2183636650443077) | > loss_0: 2.267632246017456 (2.343217968940735) | > loss_gen: 2.9807982444763184 (2.8561240434646606) | > loss_kl: 2.1605637073516846 (2.195971369743347) | > loss_feat: 8.406407356262207 (7.79119348526001) | > loss_mel: 16.216405868530273 (15.030885696411133) | > loss_duration: 1.6208703517913818 (1.6783300638198853) | > loss_1: 31.385046005249023 (29.552504539489746)  --> STEP: 3 | > loss_disc: 2.325929880142212 (2.3374552726745605) | > loss_disc_real_0: 0.1561572402715683 (0.17587662736574808) | > loss_disc_real_1: 0.21939434111118317 (0.21364615857601166) | > loss_disc_real_2: 0.2244056910276413 (0.2519832253456116) | > loss_disc_real_3: 0.2268148511648178 (0.22150096793969473) | > loss_disc_real_4: 0.2544988691806793 (0.24538232882817587) | > loss_disc_real_5: 0.22119943797588348 (0.2193089226881663) | > loss_0: 2.325929880142212 (2.3374552726745605) | > loss_gen: 2.809889554977417 (2.840712547302246) | > loss_kl: 2.306847095489502 (2.2329299449920654) | > loss_feat: 7.577858924865723 (7.720081965128581) | > loss_mel: 14.493816375732422 (14.851862589518229) | > loss_duration: 1.6879234313964844 (1.681527853012085) | > loss_1: 28.87633514404297 (29.327114741007488)  --> STEP: 4 | > loss_disc: 2.308176040649414 (2.330135464668274) | > loss_disc_real_0: 0.1739400327205658 (0.17539247870445251) | > loss_disc_real_1: 0.2260950803756714 (0.2167583890259266) | > loss_disc_real_2: 0.2550039291381836 (0.2527384012937546) | > loss_disc_real_3: 0.1895522177219391 (0.2135137803852558) | > loss_disc_real_4: 0.23979590833187103 (0.24398572370409966) | > loss_disc_real_5: 0.19282543659210205 (0.21268805116415024) | > loss_0: 2.308176040649414 (2.330135464668274) | > loss_gen: 2.835987091064453 (2.839531183242798) | > loss_kl: 2.1265056133270264 (2.2063238620758057) | > loss_feat: 8.292291641235352 (7.863134384155273) | > loss_mel: 15.471134185791016 (15.006680488586426) | > loss_duration: 1.8028149604797363 (1.7118496298789978) | > loss_1: 30.528732299804688 (29.627519130706787)  --> STEP: 5 | > loss_disc: 2.42929744720459 (2.349967861175537) | > loss_disc_real_0: 0.1989460587501526 (0.18010319471359254) | > loss_disc_real_1: 0.2703065872192383 (0.22746802866458893) | > loss_disc_real_2: 0.2877066731452942 (0.2597320556640625) | > loss_disc_real_3: 0.22996695339679718 (0.2168044149875641) | > loss_disc_real_4: 0.2187924087047577 (0.23894706070423127) | > loss_disc_real_5: 0.26896932721138 (0.2239443063735962) | > loss_0: 2.42929744720459 (2.349967861175537) | > loss_gen: 3.034421443939209 (2.8785092353820803) | > loss_kl: 2.5490036010742188 (2.274859809875488) | > loss_feat: 7.855632781982422 (7.861634063720703) | > loss_mel: 13.042261123657227 (14.613796615600586) | > loss_duration: 1.5986485481262207 (1.6892094135284423) | > loss_1: 28.079967498779297 (29.318008804321288) --> EVAL PERFORMANCE | > avg_loader_time: 0.15701074600219728 (-0.07582311630249022) | > avg_loss_disc: 2.349967861175537 (+0.1772709369659422) | > avg_loss_disc_real_0: 0.18010319471359254 (+0.11755214780569077) | > avg_loss_disc_real_1: 0.22746802866458893 (+0.04968175888061524) | > avg_loss_disc_real_2: 0.2597320556640625 (+0.0005650073289871216) | > avg_loss_disc_real_3: 0.2168044149875641 (+0.017819133400917064) | > avg_loss_disc_real_4: 0.23894706070423127 (+0.03682576715946198) | > avg_loss_disc_real_5: 0.2239443063735962 (+0.02294364869594573) | > avg_loss_0: 2.349967861175537 (+0.1772709369659422) | > avg_loss_gen: 2.8785092353820803 (+0.3588810920715333) | > avg_loss_kl: 2.274859809875488 (-0.11600065231323242) | > avg_loss_feat: 7.861634063720703 (-0.3308384895324705) | > avg_loss_mel: 14.613796615600586 (-0.40469589233398473) | > avg_loss_duration: 1.6892094135284423 (-0.07957825660705575) | > avg_loss_1: 29.318008804321288 (-0.5722324371337919) > BEST MODEL : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/best_model_47711.pth  > EPOCH: 2/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-19 19:40:21)   --> TIME: 2025-02-19 19:40:52 -- STEP: 39/924 -- GLOBAL_STEP: 47750 | > loss_disc: 2.225595474243164 (2.270893696026924) | > loss_disc_real_0: 0.1465347707271576 (0.131139093484634) | > loss_disc_real_1: 0.20897065103054047 (0.19706643200837648) | > loss_disc_real_2: 0.18600136041641235 (0.1970303360468302) | > loss_disc_real_3: 0.17404420673847198 (0.20981837121339944) | > loss_disc_real_4: 0.20326276123523712 (0.21792378524939218) | > loss_disc_real_5: 0.15820235013961792 (0.20898849612627274) | > loss_0: 2.225595474243164 (2.270893696026924) | > grad_norm_0: tensor(85.0287, device='cuda:0') (tensor(78.9319, device='cuda:0')) | > loss_gen: 2.8109514713287354 (2.768347905232356) | > loss_kl: 2.4005980491638184 (2.464720774919559) | > loss_feat: 9.134791374206543 (8.877683590619991) | > loss_mel: 17.287527084350586 (16.56018374516414) | > loss_duration: 1.6916491985321045 (1.6935388950201182) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.32551574707031 (32.36447456555488) | > grad_norm_1: tensor(1816.1842, device='cuda:0') (tensor(2058.9573, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.736 (0.7263077528048785) | > loader_time: 0.0141 (0.011250929954724435)  --> TIME: 2025-02-19 19:41:29 -- STEP: 89/924 -- GLOBAL_STEP: 47800 | > loss_disc: 2.2335195541381836 (2.269643167431436) | > loss_disc_real_0: 0.07091611623764038 (0.13081193962291382) | > loss_disc_real_1: 0.22656068205833435 (0.19659938202815108) | > loss_disc_real_2: 0.20949244499206543 (0.1955685228779075) | > loss_disc_real_3: 0.22307173907756805 (0.2117814617545417) | > loss_disc_real_4: 0.25327086448669434 (0.21832470411664984) | > loss_disc_real_5: 0.1794971525669098 (0.2075668287076307) | > loss_0: 2.2335195541381836 (2.269643167431436) | > grad_norm_0: tensor(46.5649, device='cuda:0') (tensor(70.5172, device='cuda:0')) | > loss_gen: 2.6039953231811523 (2.7739272331923583) | > loss_kl: 2.470780849456787 (2.4739174923200298) | > loss_feat: 9.314837455749512 (8.973423850670292) | > loss_mel: 17.847679138183594 (16.692821031206126) | > loss_duration: 1.6942851543426514 (1.6955443620681763) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.93157958984375 (32.60963386364195) | > grad_norm_1: tensor(470.6769, device='cuda:0') (tensor(1746.2280, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.7096 (0.7280054092407227) | > loader_time: 0.0098 (0.0115119901935706)  --> TIME: 2025-02-19 19:42:06 -- STEP: 139/924 -- GLOBAL_STEP: 47850 | > loss_disc: 2.3717477321624756 (2.2841801591914352) | > loss_disc_real_0: 0.12359589338302612 (0.13014755352473942) | > loss_disc_real_1: 0.1875973492860794 (0.19741400711827997) | > loss_disc_real_2: 0.19622796773910522 (0.19640849809423624) | > loss_disc_real_3: 0.24390451610088348 (0.21199484641174618) | > loss_disc_real_4: 0.1954900026321411 (0.21874885914994657) | > loss_disc_real_5: 0.22644740343093872 (0.2095554798519869) | > loss_0: 2.3717477321624756 (2.2841801591914352) | > grad_norm_0: tensor(23.9221, device='cuda:0') (tensor(69.6131, device='cuda:0')) | > loss_gen: 2.4971201419830322 (2.7573750087683155) | > loss_kl: 2.344299793243408 (2.4710212645770833) | > loss_feat: 8.125121116638184 (8.931984692168749) | > loss_mel: 16.64012908935547 (16.707356308861613) | > loss_duration: 1.728532314300537 (1.6967309087300473) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.335203170776367 (32.564468123072324) | > grad_norm_1: tensor(1149.1331, device='cuda:0') (tensor(1556.5466, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.7269 (0.7266753303061287) | > loader_time: 0.0101 (0.011369096289435738)  --> TIME: 2025-02-19 19:42:43 -- STEP: 189/924 -- GLOBAL_STEP: 47900 | > loss_disc: 2.271136522293091 (2.2778646781961758) | > loss_disc_real_0: 0.14835317432880402 (0.1274862098827878) | > loss_disc_real_1: 0.24883107841014862 (0.19702947951813846) | > loss_disc_real_2: 0.17843268811702728 (0.19687322278817487) | > loss_disc_real_3: 0.19758820533752441 (0.2105815470534027) | > loss_disc_real_4: 0.20955130457878113 (0.21885735190734662) | > loss_disc_real_5: 0.22662629187107086 (0.20978481109653205) | > loss_0: 2.271136522293091 (2.2778646781961758) | > grad_norm_0: tensor(38.9892, device='cuda:0') (tensor(67.8358, device='cuda:0')) | > loss_gen: 3.062981605529785 (2.772141891812522) | > loss_kl: 2.5191290378570557 (2.463271649426252) | > loss_feat: 9.815313339233398 (8.981316094676018) | > loss_mel: 16.631519317626953 (16.74373138770855) | > loss_duration: 1.6568443775177002 (1.6933140445638586) | > amp_scaler: 64.0 (64.67724867724868) | > loss_1: 33.685787200927734 (32.653775028450795) | > grad_norm_1: tensor(1517.2139, device='cuda:0') (tensor(1584.2986, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.76 (0.7273792097808192) | > loader_time: 0.0114 (0.011282263609467363)  --> TIME: 2025-02-19 19:43:21 -- STEP: 239/924 -- GLOBAL_STEP: 47950 | > loss_disc: 2.3123652935028076 (2.273221516708947) | > loss_disc_real_0: 0.07455531507730484 (0.12437747267686663) | > loss_disc_real_1: 0.18905611336231232 (0.19717899376378392) | > loss_disc_real_2: 0.20185546576976776 (0.19755582561303375) | > loss_disc_real_3: 0.17534221708774567 (0.21099876652951022) | > loss_disc_real_4: 0.19935640692710876 (0.21813253148080913) | > loss_disc_real_5: 0.19182945787906647 (0.20924383698023516) | > loss_0: 2.3123652935028076 (2.273221516708947) | > grad_norm_0: tensor(52.9652, device='cuda:0') (tensor(66.0429, device='cuda:0')) | > loss_gen: 2.383711099624634 (2.7709043814048613) | > loss_kl: 2.3297059535980225 (2.4580013622299886) | > loss_feat: 7.9991936683654785 (8.926435283038407) | > loss_mel: 15.373303413391113 (16.657120313604512) | > loss_duration: 1.6847712993621826 (1.6941867373478463) | > amp_scaler: 64.0 (64.53556485355648) | > loss_1: 29.77068328857422 (32.50664801178618) | > grad_norm_1: tensor(872.2969, device='cuda:0') (tensor(1569.0656, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.7392 (0.7282256960370052) | > loader_time: 0.0108 (0.01120078513811822)  --> TIME: 2025-02-19 19:43:58 -- STEP: 289/924 -- GLOBAL_STEP: 48000 | > loss_disc: 2.150303602218628 (2.2691356632536244) | > loss_disc_real_0: 0.14709419012069702 (0.12608920366448506) | > loss_disc_real_1: 0.16432121396064758 (0.19613027149830717) | > loss_disc_real_2: 0.1860450953245163 (0.1964388844979262) | > loss_disc_real_3: 0.20856797695159912 (0.21091996638626376) | > loss_disc_real_4: 0.21577386558055878 (0.21749558106425723) | > loss_disc_real_5: 0.21511659026145935 (0.20928208150975028) | > loss_0: 2.150303602218628 (2.2691356632536244) | > grad_norm_0: tensor(130.6944, device='cuda:0') (tensor(65.7014, device='cuda:0')) | > loss_gen: 3.172046422958374 (2.7654999135687284) | > loss_kl: 2.620332717895508 (2.459522187916052) | > loss_feat: 10.063638687133789 (8.90751041755544) | > loss_mel: 17.47677993774414 (16.607540480405817) | > loss_duration: 1.7072349786758423 (1.6927667427227984) | > amp_scaler: 64.0 (64.44290657439447) | > loss_1: 35.04003143310547 (32.43283964770888) | > grad_norm_1: tensor(1865.9836, device='cuda:0') (tensor(1585.1941, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.7392 (0.7282541548917035) | > loader_time: 0.011 (0.011149813972129954) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_48000.pth  --> TIME: 2025-02-19 19:44:38 -- STEP: 339/924 -- GLOBAL_STEP: 48050 | > loss_disc: 2.1625852584838867 (2.2690036736406722) | > loss_disc_real_0: 0.15552322566509247 (0.12721644482605565) | > loss_disc_real_1: 0.18638519942760468 (0.1960408552206371) | > loss_disc_real_2: 0.2040598839521408 (0.1960596294090107) | > loss_disc_real_3: 0.23265427350997925 (0.2111283474351804) | > loss_disc_real_4: 0.23047704994678497 (0.21724631468103348) | > loss_disc_real_5: 0.270866334438324 (0.21018692400515254) | > loss_0: 2.1625852584838867 (2.2690036736406722) | > grad_norm_0: tensor(20.6777, device='cuda:0') (tensor(64.3956, device='cuda:0')) | > loss_gen: 3.2145652770996094 (2.77546487304665) | > loss_kl: 2.526677131652832 (2.462797151554299) | > loss_feat: 9.80761432647705 (8.926997170687434) | > loss_mel: 18.12663459777832 (16.62675379300189) | > loss_duration: 1.6690549850463867 (1.6919441550178866) | > amp_scaler: 64.0 (64.37758112094394) | > loss_1: 35.344547271728516 (32.48395709372554) | > grad_norm_1: tensor(1820.5498, device='cuda:0') (tensor(1501.1921, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.7341 (0.7293965914959749) | > loader_time: 0.0108 (0.011207277444259955)  --> TIME: 2025-02-19 19:45:16 -- STEP: 389/924 -- GLOBAL_STEP: 48100 | > loss_disc: 2.0428411960601807 (2.2635303490572505) | > loss_disc_real_0: 0.09846619516611099 (0.12563108774452703) | > loss_disc_real_1: 0.17329779267311096 (0.19547268526106687) | > loss_disc_real_2: 0.16382427513599396 (0.19591507771480965) | > loss_disc_real_3: 0.22401496767997742 (0.2104517771146598) | > loss_disc_real_4: 0.194614976644516 (0.21678206378206188) | > loss_disc_real_5: 0.20922376215457916 (0.21000183806551145) | > loss_0: 2.0428411960601807 (2.2635303490572505) | > grad_norm_0: tensor(59.7257, device='cuda:0') (tensor(63.1854, device='cuda:0')) | > loss_gen: 2.9242210388183594 (2.770311533945079) | > loss_kl: 2.373440742492676 (2.452812590758414) | > loss_feat: 9.423783302307129 (8.902572190547053) | > loss_mel: 16.384363174438477 (16.55127295123887) | > loss_duration: 1.6583962440490723 (1.6913513496786279) | > amp_scaler: 64.0 (64.32904884318769) | > loss_1: 32.76420593261719 (32.3683205484425) | > grad_norm_1: tensor(2617.3164, device='cuda:0') (tensor(1531.4602, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.7394 (0.7304459139130106) | > loader_time: 0.0103 (0.011294064607595718)  --> TIME: 2025-02-19 19:45:53 -- STEP: 439/924 -- GLOBAL_STEP: 48150 | > loss_disc: 2.4683401584625244 (2.2568897590007198) | > loss_disc_real_0: 0.054493971168994904 (0.12444294244899556) | > loss_disc_real_1: 0.20638255774974823 (0.19465233545096966) | > loss_disc_real_2: 0.2330177128314972 (0.19568103962579994) | > loss_disc_real_3: 0.237165629863739 (0.20969942001655595) | > loss_disc_real_4: 0.21295426785945892 (0.2167404621567976) | > loss_disc_real_5: 0.2339506596326828 (0.20945998406831115) | > loss_0: 2.4683401584625244 (2.2568897590007198) | > grad_norm_0: tensor(110.1177, device='cuda:0') (tensor(62.1866, device='cuda:0')) | > loss_gen: 2.64540433883667 (2.775325238568908) | > loss_kl: 2.5200068950653076 (2.4455860823325004) | > loss_feat: 8.168484687805176 (8.921336175097421) | > loss_mel: 17.004064559936523 (16.551848867759617) | > loss_duration: 1.6570237874984741 (1.6902817881460341) | > amp_scaler: 64.0 (64.29157175398635) | > loss_1: 31.994985580444336 (32.38437809433644) | > grad_norm_1: tensor(2026.7267, device='cuda:0') (tensor(1527.1360, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.7377 (0.7308705944678232) | > loader_time: 0.0101 (0.011358307271449057)  --> TIME: 2025-02-19 19:46:31 -- STEP: 489/924 -- GLOBAL_STEP: 48200 | > loss_disc: 2.3852062225341797 (2.255976374651512) | > loss_disc_real_0: 0.13624732196331024 (0.12372532010779295) | > loss_disc_real_1: 0.20614686608314514 (0.19445272134369376) | > loss_disc_real_2: 0.20818635821342468 (0.19570970139132926) | > loss_disc_real_3: 0.19974683225154877 (0.20993155445179812) | > loss_disc_real_4: 0.2379656583070755 (0.21651880504041607) | > loss_disc_real_5: 0.1826246678829193 (0.2091911829291921) | > loss_0: 2.3852062225341797 (2.255976374651512) | > grad_norm_0: tensor(12.9651, device='cuda:0') (tensor(61.8961, device='cuda:0')) | > loss_gen: 2.42868709564209 (2.777612204444433) | > loss_kl: 2.491203546524048 (2.442742318951037) | > loss_feat: 7.276561260223389 (8.917606245520659) | > loss_mel: 13.528402328491211 (16.54706138969687) | > loss_duration: 1.7035799026489258 (1.6896599411720634) | > amp_scaler: 64.0 (64.26175869120651) | > loss_1: 27.42843246459961 (32.37468207345662) | > grad_norm_1: tensor(1143.2137, device='cuda:0') (tensor(1507.0525, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.694 (0.7314154833616164) | > loader_time: 0.0107 (0.011391385201296188)  --> TIME: 2025-02-19 19:47:08 -- STEP: 539/924 -- GLOBAL_STEP: 48250 | > loss_disc: 2.195608615875244 (2.2544582456295026) | > loss_disc_real_0: 0.08620297908782959 (0.12376491737194313) | > loss_disc_real_1: 0.14475049078464508 (0.19421789309974058) | > loss_disc_real_2: 0.17307762801647186 (0.19578874688975662) | > loss_disc_real_3: 0.23560477793216705 (0.20982523909415737) | > loss_disc_real_4: 0.19781596958637238 (0.21644594789878335) | > loss_disc_real_5: 0.22694773972034454 (0.20891203300021796) | > loss_0: 2.195608615875244 (2.2544582456295026) | > grad_norm_0: tensor(81.9323, device='cuda:0') (tensor(63.0295, device='cuda:0')) | > loss_gen: 2.900315999984741 (2.7798011732012973) | > loss_kl: 2.4513468742370605 (2.440793215675568) | > loss_feat: 9.57896614074707 (8.92673490927702) | > loss_mel: 17.59645652770996 (16.54705384843646) | > loss_duration: 1.7069580554962158 (1.689304522105626) | > amp_scaler: 64.0 (64.23747680890533) | > loss_1: 34.23404312133789 (32.383687633309165) | > grad_norm_1: tensor(1745.1384, device='cuda:0') (tensor(1523.6417, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.7796 (0.7312902740733299) | > loader_time: 0.0121 (0.011420978907087957)  --> TIME: 2025-02-19 19:47:46 -- STEP: 589/924 -- GLOBAL_STEP: 48300 | > loss_disc: 2.080254077911377 (2.2538736951371403) | > loss_disc_real_0: 0.08240096271038055 (0.12410088338855972) | > 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(0.732130148212452) | > loader_time: 0.0132 (0.011427708918858057)  --> TIME: 2025-02-19 19:48:24 -- STEP: 639/924 -- GLOBAL_STEP: 48350 | > loss_disc: 2.156951904296875 (2.2520782292728683) | > loss_disc_real_0: 0.1143425703048706 (0.12446081560215849) | > loss_disc_real_1: 0.1965307593345642 (0.19366609007819716) | > loss_disc_real_2: 0.22052176296710968 (0.19572700277926955) | > loss_disc_real_3: 0.2035471647977829 (0.20940149548654444) | > loss_disc_real_4: 0.223688006401062 (0.21622276089280976) | > loss_disc_real_5: 0.18396064639091492 (0.20860616516479322) | > loss_0: 2.156951904296875 (2.2520782292728683) | > grad_norm_0: tensor(92.4456, device='cuda:0') (tensor(65.2743, device='cuda:0')) | > loss_gen: 3.123476028442383 (2.7805970718789736) | > loss_kl: 2.424290180206299 (2.4358603584934304) | > loss_feat: 9.538357734680176 (8.930784969449224) | > loss_mel: 17.953754425048828 (16.53660764679289) | > loss_duration: 1.7217848300933838 (1.689047247777709) | > amp_scaler: 64.0 (64.20031298904532) | > loss_1: 34.76166534423828 (32.372897233201854) | > grad_norm_1: tensor(2127.9910, device='cuda:0') (tensor(1602.4495, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.726 (0.7320331090679377) | > loader_time: 0.0153 (0.011440805426225976)  --> TIME: 2025-02-19 19:49:01 -- STEP: 689/924 -- GLOBAL_STEP: 48400 | > loss_disc: 2.284440040588379 (2.2518199289485223) | > loss_disc_real_0: 0.11712867766618729 (0.12483878116865459) | > loss_disc_real_1: 0.23110008239746094 (0.19357658600426547) | > loss_disc_real_2: 0.19316662847995758 (0.19568760617377962) | > loss_disc_real_3: 0.225825697183609 (0.20943654781675122) | > loss_disc_real_4: 0.21698300540447235 (0.21610639870426296) | > loss_disc_real_5: 0.20461097359657288 (0.20835882884886872) | > loss_0: 2.284440040588379 (2.2518199289485223) | > grad_norm_0: tensor(81.7303, device='cuda:0') (tensor(66.5950, device='cuda:0')) | > loss_gen: 2.6321115493774414 (2.7813638343174327) | > loss_kl: 2.319331169128418 (2.4322101298195196) | > loss_feat: 8.377950668334961 (8.92879758344852) | > loss_mel: 15.732673645019531 (16.523304647215923) | > loss_duration: 1.6580730676651 (1.6885321003605216) | > amp_scaler: 64.0 (64.18577648766328) | > loss_1: 30.720138549804688 (32.35420823616281) | > grad_norm_1: tensor(1760.3833, device='cuda:0') (tensor(1637.7294, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.7348 (0.7319354685712796) | > loader_time: 0.0107 (0.011447551461539524)  --> TIME: 2025-02-19 19:49:39 -- STEP: 739/924 -- GLOBAL_STEP: 48450 | > loss_disc: 2.415710926055908 (2.2511372385554136) | > loss_disc_real_0: 0.08926451951265335 (0.12451512890796052) | > loss_disc_real_1: 0.23660825192928314 (0.19389467689439308) | > loss_disc_real_2: 0.20085111260414124 (0.19553242781084826) | > loss_disc_real_3: 0.22613337635993958 (0.20949354392749847) | > loss_disc_real_4: 0.21829776465892792 (0.21621731695932037) | > loss_disc_real_5: 0.19674023985862732 (0.20817357068818396) | > loss_0: 2.415710926055908 (2.2511372385554136) | > grad_norm_0: tensor(56.1828, device='cuda:0') (tensor(67.5950, device='cuda:0')) | > loss_gen: 2.442739725112915 (2.783419656495442) | > loss_kl: 2.3489866256713867 (2.433078437116053) | > loss_feat: 8.515909194946289 (8.942022019052052) | > loss_mel: 16.60345458984375 (16.548103940341754) | > loss_duration: 1.6933492422103882 (1.688202443722943) | > amp_scaler: 64.0 (64.17320703653584) | > loss_1: 31.60443878173828 (32.39482642962255) | > grad_norm_1: tensor(1793.9681, device='cuda:0') (tensor(1668.1449, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.7402 (0.7324496435054422) | > loader_time: 0.0113 (0.011428485865199357)  --> TIME: 2025-02-19 19:50:16 -- STEP: 789/924 -- GLOBAL_STEP: 48500 | > loss_disc: 2.097726583480835 (2.252206219768646) | > loss_disc_real_0: 0.09034080058336258 (0.12503734120983434) | > loss_disc_real_1: 0.1619722843170166 (0.19384172016752382) | > loss_disc_real_2: 0.17365865409374237 (0.19564859978901863) | > loss_disc_real_3: 0.2323133945465088 (0.2093873514459764) | > loss_disc_real_4: 0.20645268261432648 (0.21620714188528597) | > loss_disc_real_5: 0.18846146762371063 (0.2081157655487044) | > loss_0: 2.097726583480835 (2.252206219768646) | > grad_norm_0: tensor(69.2174, device='cuda:0') (tensor(68.1282, device='cuda:0')) | > loss_gen: 2.8439853191375732 (2.781770017210522) | > loss_kl: 2.620126962661743 (2.4323404702547986) | > loss_feat: 9.501709938049316 (8.932507082234464) | > loss_mel: 16.62169647216797 (16.53301711257725) | > loss_duration: 1.6506924629211426 (1.688752641393809) | > amp_scaler: 64.0 (64.1622306717363) | > loss_1: 33.23821258544922 (32.368387248881724) | > grad_norm_1: tensor(2001.0310, device='cuda:0') (tensor(1672.4357, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.7313 (0.7325784226334139) | > loader_time: 0.011 (0.011425553468092615)  --> TIME: 2025-02-19 19:50:53 -- STEP: 839/924 -- GLOBAL_STEP: 48550 | > loss_disc: 2.4831018447875977 (2.2529780128715435) | > loss_disc_real_0: 0.07310526072978973 (0.1254922680388049) | > loss_disc_real_1: 0.19054794311523438 (0.19391148456586554) | > loss_disc_real_2: 0.2197876274585724 (0.19597375497701477) | > loss_disc_real_3: 0.2591686546802521 (0.2092811370421649) | > loss_disc_real_4: 0.22992129623889923 (0.21623506026699937) | > loss_disc_real_5: 0.206759512424469 (0.20794546683191273) | > loss_0: 2.4831018447875977 (2.2529780128715435) | > grad_norm_0: tensor(159.5266, device='cuda:0') (tensor(68.4327, device='cuda:0')) | > loss_gen: 2.429325580596924 (2.7822281228771373) | > loss_kl: 2.591681957244873 (2.431604168270143) | > loss_feat: 9.1742582321167 (8.930030179961495) | > loss_mel: 18.11793327331543 (16.548628642249323) | > loss_duration: 1.701086163520813 (1.6885431749175643) | > amp_scaler: 64.0 (64.15256257449339) | > loss_1: 34.014286041259766 (32.38103421226022) | > grad_norm_1: tensor(2426.9148, device='cuda:0') (tensor(1678.7405, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.726 (0.7321934191348014) | > loader_time: 0.012 (0.01141998281922187)  --> TIME: 2025-02-19 19:51:31 -- STEP: 889/924 -- GLOBAL_STEP: 48600 | > loss_disc: 2.249803304672241 (2.252307333479582) | > loss_disc_real_0: 0.09790417551994324 (0.12571309639310685) | > loss_disc_real_1: 0.1728789359331131 (0.1936615234150795) | > loss_disc_real_2: 0.19846321642398834 (0.19586656481463402) | > loss_disc_real_3: 0.20919562876224518 (0.20918252351782848) | > loss_disc_real_4: 0.19594423472881317 (0.21637185658794414) | > loss_disc_real_5: 0.1936260610818863 (0.2078914194880107) | > loss_0: 2.249803304672241 (2.252307333479582) | > grad_norm_0: tensor(82.1565, device='cuda:0') (tensor(69.6645, device='cuda:0')) | > loss_gen: 2.61977481842041 (2.782917663672912) | > loss_kl: 2.5208089351654053 (2.4327261611500797) | > loss_feat: 8.002642631530762 (8.938772874152026) | > loss_mel: 15.521219253540039 (16.564648813820536) | > loss_duration: 1.673111081123352 (1.6882968608654525) | > amp_scaler: 64.0 (64.14398200224967) | > loss_1: 30.337554931640625 (32.40736230178683) | > grad_norm_1: tensor(2350.1318, device='cuda:0') (tensor(1712.1370, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.7536 (0.7323991013324166) | > loader_time: 0.0116 (0.01144171243845679)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2136566638946533 (2.2136566638946533) | > loss_disc_real_0: 0.18806971609592438 (0.18806971609592438) | > loss_disc_real_1: 0.16701911389827728 (0.16701911389827728) | > loss_disc_real_2: 0.2301713228225708 (0.2301713228225708) | > loss_disc_real_3: 0.17633767426013947 (0.17633767426013947) | > loss_disc_real_4: 0.23574398458003998 (0.23574398458003998) | > loss_disc_real_5: 0.240667462348938 (0.240667462348938) | > loss_0: 2.2136566638946533 (2.2136566638946533) | > loss_gen: 2.871875286102295 (2.871875286102295) | > loss_kl: 2.371976852416992 (2.371976852416992) | > loss_feat: 9.159547805786133 (9.159547805786133) | > loss_mel: 16.61054801940918 (16.61054801940918) | > loss_duration: 1.7378010749816895 (1.7378010749816895) | > loss_1: 32.75175094604492 (32.75175094604492)  --> STEP: 1 | > loss_disc: 2.30656099319458 (2.30656099319458) | > loss_disc_real_0: 0.20951341092586517 (0.20951341092586517) | > loss_disc_real_1: 0.192020982503891 (0.192020982503891) | > loss_disc_real_2: 0.25338780879974365 (0.25338780879974365) | > loss_disc_real_3: 0.2253962606191635 (0.2253962606191635) | > loss_disc_real_4: 0.228274866938591 (0.228274866938591) | > loss_disc_real_5: 0.2621726393699646 (0.2621726393699646) | > loss_0: 2.30656099319458 (2.30656099319458) | > loss_gen: 2.9867920875549316 (2.9867920875549316) | > loss_kl: 2.371835947036743 (2.371835947036743) | > loss_feat: 8.160974502563477 (8.160974502563477) | > loss_mel: 16.28650665283203 (16.28650665283203) | > loss_duration: 1.7535711526870728 (1.7535711526870728) | > loss_1: 31.55967903137207 (31.55967903137207)  --> STEP: 2 | > loss_disc: 2.2792444229125977 (2.292902708053589) | > loss_disc_real_0: 0.16644588112831116 (0.18797964602708817) | > loss_disc_real_1: 0.16352945566177368 (0.17777521908283234) | > loss_disc_real_2: 0.2391892522573471 (0.24628853052854538) | > loss_disc_real_3: 0.20723271369934082 (0.21631448715925217) | > loss_disc_real_4: 0.2536470293998718 (0.24096094816923141) | > loss_disc_real_5: 0.27452370524406433 (0.26834817230701447) | > loss_0: 2.2792444229125977 (2.292902708053589) | > loss_gen: 2.829720973968506 (2.9082565307617188) | > loss_kl: 2.236947774887085 (2.304391860961914) | > loss_feat: 8.980070114135742 (8.57052230834961) | > loss_mel: 16.917156219482422 (16.601831436157227) | > loss_duration: 1.6360764503479004 (1.6948238015174866) | > loss_1: 32.599971771240234 (32.07982540130615)  --> STEP: 3 | > loss_disc: 2.4148027896881104 (2.333536068598429) | > loss_disc_real_0: 0.2030847817659378 (0.19301469127337137) | > loss_disc_real_1: 0.18681290745735168 (0.18078778187433878) | > loss_disc_real_2: 0.23889604210853577 (0.24382436772187552) | > loss_disc_real_3: 0.2025826871395111 (0.21173722048600516) | > loss_disc_real_4: 0.25629276037216187 (0.2460715522368749) | > loss_disc_real_5: 0.26625120639801025 (0.26764918367067975) | > loss_0: 2.4148027896881104 (2.333536068598429) | > loss_gen: 2.616753578186035 (2.8110888799031577) | > loss_kl: 2.354084014892578 (2.3209559122721353) | > loss_feat: 7.149695873260498 (8.096913496653238) | > loss_mel: 13.398289680480957 (15.533984184265137) | > loss_duration: 1.6973257064819336 (1.695657769838969) | > loss_1: 27.216148376464844 (30.45859972635905)  --> STEP: 4 | > loss_disc: 2.2087934017181396 (2.302350401878357) | > loss_disc_real_0: 0.1825512945652008 (0.19039884209632874) | > loss_disc_real_1: 0.17173808813095093 (0.17852535843849182) | > loss_disc_real_2: 0.22655320167541504 (0.2395065762102604) | > loss_disc_real_3: 0.21681195497512817 (0.2130059041082859) | > loss_disc_real_4: 0.25109487771987915 (0.24732738360762596) | > loss_disc_real_5: 0.22770564258098602 (0.2576632983982563) | > loss_0: 2.2087934017181396 (2.302350401878357) | > loss_gen: 2.8359339237213135 (2.8173001408576965) | > loss_kl: 2.1800897121429443 (2.2857393622398376) | > loss_feat: 8.269840240478516 (8.140145182609558) | > loss_mel: 15.53300666809082 (15.533739805221558) | > loss_duration: 1.8309181928634644 (1.7294728755950928) | > loss_1: 30.64978790283203 (30.506396770477295)  --> STEP: 5 | > loss_disc: 1.9852442741394043 (2.2389291763305663) | > loss_disc_real_0: 0.14993064105510712 (0.1823052018880844) | > loss_disc_real_1: 0.16678015887737274 (0.176176318526268) | > loss_disc_real_2: 0.2386453002691269 (0.2393343210220337) | > loss_disc_real_3: 0.19454602897167206 (0.20931392908096313) | > loss_disc_real_4: 0.25402766466140747 (0.24866743981838227) | > loss_disc_real_5: 0.2181180715560913 (0.2497542530298233) | > loss_0: 1.9852442741394043 (2.2389291763305663) | > loss_gen: 3.1704070568084717 (2.8879215240478517) | > loss_kl: 2.596198558807373 (2.347831201553345) | > loss_feat: 9.503978729248047 (8.412911891937256) | > loss_mel: 18.692901611328125 (16.16557216644287) | > loss_duration: 1.563140630722046 (1.6962064266204835) | > loss_1: 35.52662658691406 (31.51044273376465) --> EVAL PERFORMANCE | > avg_loader_time: 0.1561676025390625 (-0.0008431434631347712) | > avg_loss_disc: 2.2389291763305663 (-0.1110386848449707) | > avg_loss_disc_real_0: 0.1823052018880844 (+0.0022020071744918712) | > avg_loss_disc_real_1: 0.176176318526268 (-0.05129171013832093) | > avg_loss_disc_real_2: 0.2393343210220337 (-0.020397734642028792) | > avg_loss_disc_real_3: 0.20931392908096313 (-0.007490485906600952) | > avg_loss_disc_real_4: 0.24866743981838227 (+0.009720379114150995) | > avg_loss_disc_real_5: 0.2497542530298233 (+0.0258099466562271) | > avg_loss_0: 2.2389291763305663 (-0.1110386848449707) | > avg_loss_gen: 2.8879215240478517 (+0.009412288665771484) | > avg_loss_kl: 2.347831201553345 (+0.07297139167785671) | > avg_loss_feat: 8.412911891937256 (+0.5512778282165529) | > avg_loss_mel: 16.16557216644287 (+1.5517755508422848) | > avg_loss_duration: 1.6962064266204835 (+0.006997013092041149) | > avg_loss_1: 31.51044273376465 (+2.192433929443361)  > EPOCH: 3/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-19 19:52:05)   --> TIME: 2025-02-19 19:52:18 -- STEP: 15/924 -- GLOBAL_STEP: 48650 | > loss_disc: 2.295736789703369 (2.254759740829468) | > loss_disc_real_0: 0.1092996895313263 (0.13517860422531763) | > loss_disc_real_1: 0.15867909789085388 (0.18699201047420502) | > loss_disc_real_2: 0.20783406496047974 (0.20412928760051727) | > loss_disc_real_3: 0.17445194721221924 (0.20297696689764658) | > loss_disc_real_4: 0.2087390422821045 (0.21240236163139342) | > loss_disc_real_5: 0.23718149960041046 (0.21007200876871746) | > loss_0: 2.295736789703369 (2.254759740829468) | > grad_norm_0: tensor(17.7134, device='cuda:0') (tensor(63.4380, device='cuda:0')) | > loss_gen: 2.608776330947876 (2.7280041058858235) | > loss_kl: 2.4950711727142334 (2.401330836613973) | > loss_feat: 9.275218963623047 (8.76633415222168) | > loss_mel: 17.2847843170166 (16.42958494822184) | > loss_duration: 1.6882736682891846 (1.6724329074223836) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.35212326049805 (31.99768613179525) | > grad_norm_1: tensor(527.6121, device='cuda:0') (tensor(1573.6923, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.7312 (0.7335116545359294) | > loader_time: 0.0094 (0.011493666966756185)  --> TIME: 2025-02-19 19:52:55 -- STEP: 65/924 -- GLOBAL_STEP: 48700 | > loss_disc: 2.3657541275024414 (2.279976921815138) | > loss_disc_real_0: 0.22971174120903015 (0.12943628407441654) | > loss_disc_real_1: 0.2111566662788391 (0.1960886856684318) | > loss_disc_real_2: 0.20787857472896576 (0.19986986380357008) | > loss_disc_real_3: 0.2430511713027954 (0.21046849305813128) | > loss_disc_real_4: 0.2238573282957077 (0.21586496898761162) | > loss_disc_real_5: 0.23152297735214233 (0.21124835128967578) | > loss_0: 2.3657541275024414 (2.279976921815138) | > grad_norm_0: tensor(149.5928, device='cuda:0') (tensor(70.4754, device='cuda:0')) | > loss_gen: 2.8697350025177 (2.7597332110771764) | > loss_kl: 2.5969796180725098 (2.4599963151491613) | > loss_feat: 7.9183549880981445 (8.783571390005257) | > loss_mel: 15.976887702941895 (16.46369380950927) | > loss_duration: 1.6626980304718018 (1.6849701899748581) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.024656295776367 (32.15196486253007) | > grad_norm_1: tensor(1640.7029, device='cuda:0') (tensor(1650.9313, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.787 (0.7302769110752986) | > loader_time: 0.011 (0.010788510395930363)  --> TIME: 2025-02-19 19:53:32 -- STEP: 115/924 -- GLOBAL_STEP: 48750 | > loss_disc: 2.190579891204834 (2.27285350094671) | > loss_disc_real_0: 0.099870465695858 (0.13003996779089388) | > loss_disc_real_1: 0.188385471701622 (0.19475915043250375) | > loss_disc_real_2: 0.1791141778230667 (0.19951211654621623) | > loss_disc_real_3: 0.22059327363967896 (0.20925294407035996) | > loss_disc_real_4: 0.18960857391357422 (0.21606667961763298) | > loss_disc_real_5: 0.2228143811225891 (0.20983185962490414) | > loss_0: 2.190579891204834 (2.27285350094671) | > grad_norm_0: tensor(77.0002, device='cuda:0') (tensor(80.5230, device='cuda:0')) | > loss_gen: 2.7869791984558105 (2.7583389510279117) | > loss_kl: 2.279456615447998 (2.431173388854318) | > loss_feat: 9.0849027633667 (8.826602861155632) | > loss_mel: 15.725105285644531 (16.427888223399282) | > loss_duration: 1.7252228260040283 (1.6866752748904021) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.601667404174805 (32.13067864127783) | > grad_norm_1: tensor(2804.3970, device='cuda:0') (tensor(1927.1936, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.6835 (0.7285834934400476) | > loader_time: 0.0113 (0.010792255401611328)  --> TIME: 2025-02-19 19:54:10 -- STEP: 165/924 -- GLOBAL_STEP: 48800 | > loss_disc: 2.224632740020752 (2.2713999719330773) | > loss_disc_real_0: 0.14562785625457764 (0.13185856690009445) | > loss_disc_real_1: 0.15612190961837769 (0.19335789671449954) | > loss_disc_real_2: 0.1743777096271515 (0.1980139288035306) | > loss_disc_real_3: 0.18220095336437225 (0.21012957367030058) | > loss_disc_real_4: 0.2214743196964264 (0.21640955661282396) | > loss_disc_real_5: 0.2076893299818039 (0.21073675254980723) | > loss_0: 2.224632740020752 (2.2713999719330773) | > grad_norm_0: tensor(111.4264, device='cuda:0') (tensor(84.1414, device='cuda:0')) | > loss_gen: 2.818671941757202 (2.7555793198672194) | > loss_kl: 2.552804946899414 (2.4215472669312463) | > loss_feat: 9.039225578308105 (8.792010272632941) | > loss_mel: 16.63724136352539 (16.34047593781442) | > loss_duration: 1.707599401473999 (1.6897231889493538) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.75554275512695 (31.99933591900451) | > grad_norm_1: tensor(1142.7750, device='cuda:0') (tensor(1989.7278, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.731 (0.7292228438637475) | > loader_time: 0.0106 (0.010863721731937297)  --> TIME: 2025-02-19 19:54:47 -- STEP: 215/924 -- GLOBAL_STEP: 48850 | > loss_disc: 2.0765528678894043 (2.269053482454878) | > loss_disc_real_0: 0.0995069295167923 (0.12747631572013682) | > loss_disc_real_1: 0.17237693071365356 (0.19358238813488987) | > loss_disc_real_2: 0.18585295975208282 (0.19821452865766925) | > loss_disc_real_3: 0.2004595547914505 (0.21040607864080474) | > loss_disc_real_4: 0.21235188841819763 (0.21626200565071993) | > loss_disc_real_5: 0.16003412008285522 (0.20994332876316338) | > loss_0: 2.0765528678894043 (2.269053482454878) | > grad_norm_0: tensor(63.9493, device='cuda:0') (tensor(79.8420, device='cuda:0')) | > loss_gen: 3.0297045707702637 (2.7661804853483676) | > loss_kl: 2.6350762844085693 (2.42420943171479) | > loss_feat: 9.639119148254395 (8.84424119106558) | > loss_mel: 17.28228187561035 (16.437320797942384) | > loss_duration: 1.680779218673706 (1.6899605762126835) | > amp_scaler: 64.0 (64.0) | > loss_1: 34.26696014404297 (32.161912412421664) | > grad_norm_1: tensor(490.3192, device='cuda:0') (tensor(1848.6824, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.7361 (0.7297788841779842) | > loader_time: 0.011 (0.010892702812372253)  --> TIME: 2025-02-19 19:55:24 -- STEP: 265/924 -- GLOBAL_STEP: 48900 | > loss_disc: 2.312438726425171 (2.269135245737041) | > loss_disc_real_0: 0.1735076904296875 (0.12660017693942444) | > loss_disc_real_1: 0.18768742680549622 (0.1941689230361075) | > loss_disc_real_2: 0.1800665408372879 (0.1989045113887427) | > loss_disc_real_3: 0.2019578367471695 (0.2106865850259673) | > loss_disc_real_4: 0.2199648767709732 (0.21672174638172365) | > loss_disc_real_5: 0.23019897937774658 (0.20940308407792502) | > loss_0: 2.312438726425171 (2.269135245737041) | > grad_norm_0: tensor(35.2859, device='cuda:0') (tensor(76.1819, device='cuda:0')) | > loss_gen: 2.49428391456604 (2.7657169755899673) | > loss_kl: 2.5940232276916504 (2.4282978291781445) | > loss_feat: 7.527435779571533 (8.852071798072664) | > loss_mel: 16.185606002807617 (16.425627442125986) | > loss_duration: 1.70334792137146 (1.6910498812513532) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.504695892333984 (32.16276384029753) | > grad_norm_1: tensor(1942.1351, device='cuda:0') (tensor(1807.2720, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.7336 (0.7308448386642168) | > loader_time: 0.0101 (0.010904928423323723)  --> TIME: 2025-02-19 19:56:02 -- STEP: 315/924 -- GLOBAL_STEP: 48950 | > loss_disc: 2.2849507331848145 (2.2647379504309764) | > loss_disc_real_0: 0.15169046819210052 (0.12625659395541455) | > loss_disc_real_1: 0.22844572365283966 (0.19417433355535776) | > loss_disc_real_2: 0.20335710048675537 (0.19881973976180667) | > loss_disc_real_3: 0.20893503725528717 (0.20997782141443277) | > loss_disc_real_4: 0.2416793406009674 (0.2163734589777295) | > loss_disc_real_5: 0.23635444045066833 (0.20908630830901) | > loss_0: 2.2849507331848145 (2.2647379504309764) | > grad_norm_0: tensor(56.7295, device='cuda:0') (tensor(76.4526, device='cuda:0')) | > loss_gen: 2.7949578762054443 (2.7712088085356186) | > loss_kl: 2.300842523574829 (2.428312447714426) | > loss_feat: 8.470024108886719 (8.862038379245332) | > loss_mel: 14.502508163452148 (16.417248320201068) | > loss_duration: 1.707095742225647 (1.6908291237694877) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.775428771972656 (32.1696369171143) | > grad_norm_1: tensor(868.2626, device='cuda:0') (tensor(1784.0857, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.7245 (0.7314543792179655) | > loader_time: 0.0108 (0.010972726155841165)  --> TIME: 2025-02-19 19:56:40 -- STEP: 365/924 -- GLOBAL_STEP: 49000 | > loss_disc: 2.128300189971924 (2.269242174984659) | > loss_disc_real_0: 0.09520440548658371 (0.12588776130586446) | > loss_disc_real_1: 0.16345272958278656 (0.1945203242644871) | > loss_disc_real_2: 0.17748896777629852 (0.19893170370631022) | > loss_disc_real_3: 0.18544504046440125 (0.21017993447715286) | > loss_disc_real_4: 0.1890895813703537 (0.21651305107221208) | > loss_disc_real_5: 0.22061732411384583 (0.2095569242353308) | > loss_0: 2.128300189971924 (2.269242174984659) | > grad_norm_0: tensor(77.1244, device='cuda:0') (tensor(75.0859, device='cuda:0')) | > loss_gen: 2.7452926635742188 (2.7642091947059075) | > loss_kl: 2.3751354217529297 (2.4241559727551176) | > loss_feat: 8.938366889953613 (8.842152841123816) | > loss_mel: 16.475799560546875 (16.443971163605976) | > loss_duration: 1.6819173097610474 (1.6909162841431082) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.216514587402344 (32.16540534659615) | > grad_norm_1: tensor(1773.0469, device='cuda:0') (tensor(1718.9404, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.7517 (0.7327757815792141) | > loader_time: 0.0105 (0.011025317727702938) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_49000.pth  --> TIME: 2025-02-19 19:57:20 -- STEP: 415/924 -- GLOBAL_STEP: 49050 | > loss_disc: 2.1635923385620117 (2.2672626638986997) | > loss_disc_real_0: 0.11904633790254593 (0.1270897633609283) | > loss_disc_real_1: 0.16749030351638794 (0.19427750771304203) | > loss_disc_real_2: 0.2078714519739151 (0.19872733943433646) | > loss_disc_real_3: 0.20721036195755005 (0.20968908979950177) | > loss_disc_real_4: 0.23120057582855225 (0.21644648503826322) | > loss_disc_real_5: 0.23084788024425507 (0.2092965891921376) | > loss_0: 2.1635923385620117 (2.2672626638986997) | > grad_norm_0: tensor(60.7571, device='cuda:0') (tensor(73.7457, device='cuda:0')) | > loss_gen: 2.8465614318847656 (2.757693693436769) | > loss_kl: 2.2901930809020996 (2.429498393277088) | > loss_feat: 8.691022872924805 (8.817082328106979) | > loss_mel: 15.46375560760498 (16.40799748294322) | > loss_duration: 1.6813251972198486 (1.689749695306801) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.97286033630371 (32.10202147242541) | > grad_norm_1: tensor(2578.5220, device='cuda:0') (tensor(1770.7020, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.7541 (0.732860875991454) | > loader_time: 0.0111 (0.011058385688138295)  --> TIME: 2025-02-19 19:57:57 -- STEP: 465/924 -- GLOBAL_STEP: 49100 | > loss_disc: 2.2603025436401367 (2.2680760988625175) | > loss_disc_real_0: 0.14747798442840576 (0.128847611631437) | > loss_disc_real_1: 0.19955073297023773 (0.194019355664971) | > loss_disc_real_2: 0.17012491822242737 (0.19859302537415618) | > loss_disc_real_3: 0.22586578130722046 (0.2096191141874559) | > loss_disc_real_4: 0.2138759344816208 (0.21651206436336679) | > loss_disc_real_5: 0.27839985489845276 (0.2094081830914302) | > loss_0: 2.2603025436401367 (2.2680760988625175) | > grad_norm_0: tensor(66.5086, device='cuda:0') (tensor(74.5938, device='cuda:0')) | > loss_gen: 2.8265862464904785 (2.754149304666824) | > loss_kl: 2.5419297218322754 (2.4292667096660985) | > loss_feat: 9.103997230529785 (8.79769374478248) | > loss_mel: 16.80541229248047 (16.38427671411983) | > loss_duration: 1.6918020248413086 (1.6888026119560324) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.9697265625 (32.05418898059484) | > grad_norm_1: tensor(2952.6121, device='cuda:0') (tensor(1862.7021, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.7231 (0.7327908977385493) | > loader_time: 0.0105 (0.01107492087989725)  --> TIME: 2025-02-19 19:58:35 -- STEP: 515/924 -- GLOBAL_STEP: 49150 | > loss_disc: 2.2944412231445312 (2.2675751797203905) | > loss_disc_real_0: 0.15637217462062836 (0.13032149084418723) | > loss_disc_real_1: 0.19490323960781097 (0.19346899925505068) | > loss_disc_real_2: 0.20183788239955902 (0.19832204282283783) | > loss_disc_real_3: 0.20832188427448273 (0.20932193227763313) | > loss_disc_real_4: 0.23473678529262543 (0.21639154654683415) | > loss_disc_real_5: 0.18344128131866455 (0.20922520169355333) | > loss_0: 2.2944412231445312 (2.2675751797203905) | > grad_norm_0: tensor(65.2183, device='cuda:0') (tensor(76.0150, device='cuda:0')) | > loss_gen: 2.837045431137085 (2.752416372299192) | > loss_kl: 2.653576135635376 (2.4274713622713553) | > loss_feat: 8.827203750610352 (8.800924442809762) | > loss_mel: 16.959415435791016 (16.392422131658737) | > loss_duration: 1.6617603302001953 (1.6880959096464139) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.939002990722656 (32.06133012493844) | > grad_norm_1: tensor(2898.3843, device='cuda:0') (tensor(1946.4158, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.7418 (0.7335274108405255) | > loader_time: 0.0112 (0.011089880952557314)  --> TIME: 2025-02-19 19:59:12 -- STEP: 565/924 -- GLOBAL_STEP: 49200 | > loss_disc: 2.3029966354370117 (2.2710651380825913) | > loss_disc_real_0: 0.1677882820367813 (0.131072360415638) | > loss_disc_real_1: 0.18303252756595612 (0.1938622871858883) | > loss_disc_real_2: 0.2165985405445099 (0.19895914149495347) | > loss_disc_real_3: 0.1877751499414444 (0.20929713502394415) | > loss_disc_real_4: 0.211142897605896 (0.21646370922042205) | > loss_disc_real_5: 0.1987886279821396 (0.20917877855554082) | > loss_0: 2.3029966354370117 (2.2710651380825913) | > grad_norm_0: tensor(117.2041, device='cuda:0') (tensor(77.3701, device='cuda:0')) | > loss_gen: 2.6819722652435303 (2.752436109559724) | > loss_kl: 2.4349327087402344 (2.4254238626598252) | > loss_feat: 9.03708267211914 (8.799365438613215) | > loss_mel: 16.987699508666992 (16.39238582374774) | > loss_duration: 1.6703951358795166 (1.6876492839998907) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.81208419799805 (32.057260455916484) | > grad_norm_1: tensor(2104.3516, device='cuda:0') (tensor(1950.8142, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.7221 (0.733508922357475) | > loader_time: 0.014 (0.011099223752992344)  --> TIME: 2025-02-19 19:59:50 -- STEP: 615/924 -- GLOBAL_STEP: 49250 | > loss_disc: 2.192894220352173 (2.271260841881361) | > loss_disc_real_0: 0.15798364579677582 (0.1317825131360592) | > 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(0.733330428503393) | > loader_time: 0.0094 (0.011124668276406891)  --> TIME: 2025-02-19 20:00:27 -- STEP: 665/924 -- GLOBAL_STEP: 49300 | > loss_disc: 2.2102837562561035 (2.2703992723522357) | > loss_disc_real_0: 0.19414453208446503 (0.13016771385656256) | > loss_disc_real_1: 0.13873006403446198 (0.19448192509493425) | > loss_disc_real_2: 0.2175508290529251 (0.19923823836602664) | > loss_disc_real_3: 0.24882780015468597 (0.20921081196992916) | > loss_disc_real_4: 0.25064313411712646 (0.21674673062069963) | > loss_disc_real_5: 0.24109643697738647 (0.20909167380261234) | > loss_0: 2.2102837562561035 (2.2703992723522357) | > grad_norm_0: tensor(129.5039, device='cuda:0') (tensor(76.8363, device='cuda:0')) | > loss_gen: 3.2103168964385986 (2.754506907068695) | > loss_kl: 2.442922353744507 (2.423345815866513) | > loss_feat: 9.912712097167969 (8.803210452803992) | > loss_mel: 17.73529052734375 (16.403522395370587) | > loss_duration: 1.661268711090088 (1.686973790297831) | > amp_scaler: 64.0 (64.0) | > loss_1: 34.9625129699707 (32.07155930942168) | > grad_norm_1: tensor(1466.0562, device='cuda:0') (tensor(1900.1859, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.7499 (0.7333703428282771) | > loader_time: 0.0126 (0.01111388672563367)  --> TIME: 2025-02-19 20:01:05 -- STEP: 715/924 -- GLOBAL_STEP: 49350 | > loss_disc: 2.232891082763672 (2.2682218863413914) | > loss_disc_real_0: 0.05864067003130913 (0.12962859290150497) | > loss_disc_real_1: 0.17226354777812958 (0.19438337300207223) | > loss_disc_real_2: 0.1631542444229126 (0.19883631640797728) | > loss_disc_real_3: 0.20480228960514069 (0.20918683741059338) | > loss_disc_real_4: 0.20086617767810822 (0.2166448448921416) | > loss_disc_real_5: 0.18904069066047668 (0.20894479782848083) | > loss_0: 2.232891082763672 (2.2682218863413914) | > grad_norm_0: tensor(131.2631, device='cuda:0') (tensor(77.8353, device='cuda:0')) | > loss_gen: 2.6070146560668945 (2.7549799859106927) | > loss_kl: 2.481736421585083 (2.423316046741458) | > loss_feat: 9.256958961486816 (8.805665823129505) | > loss_mel: 17.915979385375977 (16.396846371097148) | > loss_duration: 1.690381646156311 (1.6870308287493831) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.95206832885742 (32.06783902895206) | > grad_norm_1: tensor(2603.9419, device='cuda:0') (tensor(1920.1910, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.7212 (0.7335934929080775) | > loader_time: 0.011 (0.011128491288298497)  --> TIME: 2025-02-19 20:01:42 -- STEP: 765/924 -- GLOBAL_STEP: 49400 | > loss_disc: 2.207073926925659 (2.266214345015733) | > loss_disc_real_0: 0.09936679899692535 (0.12959082736785907) | > loss_disc_real_1: 0.15719442069530487 (0.19399391457535856) | > loss_disc_real_2: 0.1767434924840927 (0.1984286656761481) | > loss_disc_real_3: 0.19703443348407745 (0.20929799724638073) | > loss_disc_real_4: 0.20452359318733215 (0.2165177565968893) | > loss_disc_real_5: 0.17361178994178772 (0.20903930157617798) | > loss_0: 2.207073926925659 (2.266214345015733) | > grad_norm_0: tensor(105.1704, device='cuda:0') (tensor(79.2447, device='cuda:0')) | > loss_gen: 2.653409242630005 (2.757052178164711) | > loss_kl: 2.301204204559326 (2.4234424016054943) | > loss_feat: 8.0519380569458 (8.814966504714063) | > loss_mel: 16.86701202392578 (16.395993964500665) | > loss_duration: 1.728187084197998 (1.686922360869015) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.60175132751465 (32.078377405802485) | > grad_norm_1: tensor(2200.4827, device='cuda:0') (tensor(1932.6667, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.7332 (0.7337531466889224) | > loader_time: 0.011 (0.011108892727521514)  --> TIME: 2025-02-19 20:02:20 -- STEP: 815/924 -- GLOBAL_STEP: 49450 | > loss_disc: 2.378715991973877 (2.264567799802208) | > loss_disc_real_0: 0.14462201297283173 (0.1293669942560737) | > loss_disc_real_1: 0.20697137713432312 (0.19379113223289413) | > loss_disc_real_2: 0.1911826729774475 (0.19830141967059645) | > loss_disc_real_3: 0.19906064867973328 (0.2093507503804985) | > loss_disc_real_4: 0.3004302978515625 (0.21647096621843928) | > loss_disc_real_5: 0.25721192359924316 (0.20903437832381822) | > loss_0: 2.378715991973877 (2.264567799802208) | > grad_norm_0: tensor(70.0624, device='cuda:0') (tensor(80.1384, device='cuda:0')) | > loss_gen: 2.7351906299591064 (2.757479291166994) | > loss_kl: 2.5159950256347656 (2.4210509681994217) | > loss_feat: 7.324492931365967 (8.814774242939386) | > loss_mel: 14.393644332885742 (16.378961455456313) | > loss_duration: 1.700427532196045 (1.6865294542780682) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.66975212097168 (32.058795418768675) | > grad_norm_1: tensor(1602.0872, device='cuda:0') (tensor(1951.5367, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.7603 (0.734105114849067) | > loader_time: 0.0131 (0.011124943809275251)  --> TIME: 2025-02-19 20:02:57 -- STEP: 865/924 -- GLOBAL_STEP: 49500 | > loss_disc: 2.271969795227051 (2.2618213853395064) | > loss_disc_real_0: 0.19872024655342102 (0.12917040418510486) | > loss_disc_real_1: 0.18088610470294952 (0.19345216728703818) | > loss_disc_real_2: 0.2058950811624527 (0.1979738643575955) | > loss_disc_real_3: 0.2194690704345703 (0.20922349780970226) | > loss_disc_real_4: 0.23521478474140167 (0.2162935513464701) | > loss_disc_real_5: 0.25040194392204285 (0.2088305413895259) | > loss_0: 2.271969795227051 (2.2618213853395064) | > grad_norm_0: tensor(113.8895, device='cuda:0') (tensor(81.4368, device='cuda:0')) | > loss_gen: 2.7838616371154785 (2.7605093120839537) | > loss_kl: 2.5059456825256348 (2.4199065504735615) | > loss_feat: 8.13956069946289 (8.820281414627326) | > loss_mel: 15.570574760437012 (16.37907768646417) | > loss_duration: 1.654564380645752 (1.686426780540819) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.654504776000977 (32.06620173812612) | > grad_norm_1: tensor(2590.6975, device='cuda:0') (tensor(1974.6924, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.7738 (0.734015309603917) | > loader_time: 0.0137 (0.011180128527514512)  --> TIME: 2025-02-19 20:03:35 -- STEP: 915/924 -- GLOBAL_STEP: 49550 | > loss_disc: 2.2777276039123535 (2.2602724790573125) | > loss_disc_real_0: 0.11570760607719421 (0.1290369663652175) | > loss_disc_real_1: 0.2054348737001419 (0.1932859936861392) | > loss_disc_real_2: 0.14968764781951904 (0.1978146624695408) | > loss_disc_real_3: 0.22061942517757416 (0.20928816008763235) | > loss_disc_real_4: 0.18504709005355835 (0.2160478369297225) | > loss_disc_real_5: 0.2152680903673172 (0.20886855711702434) | > loss_0: 2.2777276039123535 (2.2602724790573125) | > grad_norm_0: tensor(96.3686, device='cuda:0') (tensor(83.0069, device='cuda:0')) | > loss_gen: 2.6498959064483643 (2.7632139833898477) | > loss_kl: 2.474621057510376 (2.4213285035774366) | > loss_feat: 8.513340950012207 (8.831096339095478) | > loss_mel: 16.576541900634766 (16.38638647840323) | > loss_duration: 1.6621383428573608 (1.685708757436992) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.876537322998047 (32.087734047311365) | > grad_norm_1: tensor(2218.6292, device='cuda:0') (tensor(1996.2285, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.6996 (0.733682258793565) | > loader_time: 0.009 (0.011192670155092671)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3322417736053467 (2.3322417736053467) | > loss_disc_real_0: 0.12891724705696106 (0.12891724705696106) | > loss_disc_real_1: 0.19811689853668213 (0.19811689853668213) | > loss_disc_real_2: 0.25404947996139526 (0.25404947996139526) | > loss_disc_real_3: 0.20552045106887817 (0.20552045106887817) | > loss_disc_real_4: 0.207829549908638 (0.207829549908638) | > loss_disc_real_5: 0.2562456429004669 (0.2562456429004669) | > loss_0: 2.3322417736053467 (2.3322417736053467) | > loss_gen: 2.494720220565796 (2.494720220565796) | > loss_kl: 2.3338589668273926 (2.3338589668273926) | > loss_feat: 8.034355163574219 (8.034355163574219) | > loss_mel: 16.20197296142578 (16.20197296142578) | > loss_duration: 1.7209304571151733 (1.7209304571151733) | > loss_1: 30.785837173461914 (30.785837173461914)  --> STEP: 1 | > loss_disc: 2.359480381011963 (2.359480381011963) | > loss_disc_real_0: 0.11531680822372437 (0.11531680822372437) | > loss_disc_real_1: 0.23434525728225708 (0.23434525728225708) | > loss_disc_real_2: 0.2561584711074829 (0.2561584711074829) | > loss_disc_real_3: 0.1942947804927826 (0.1942947804927826) | > loss_disc_real_4: 0.2055499255657196 (0.2055499255657196) | > loss_disc_real_5: 0.2210252285003662 (0.2210252285003662) | > loss_0: 2.359480381011963 (2.359480381011963) | > loss_gen: 2.3900885581970215 (2.3900885581970215) | > loss_kl: 2.188061475753784 (2.188061475753784) | > loss_feat: 8.342049598693848 (8.342049598693848) | > loss_mel: 16.682172775268555 (16.682172775268555) | > loss_duration: 1.7234950065612793 (1.7234950065612793) | > loss_1: 31.325868606567383 (31.325868606567383)  --> STEP: 2 | > loss_disc: 2.2335174083709717 (2.2964988946914673) | > loss_disc_real_0: 0.09867554903030396 (0.10699617862701416) | > loss_disc_real_1: 0.1987626552581787 (0.2165539562702179) | > loss_disc_real_2: 0.22168312966823578 (0.23892080038785934) | > loss_disc_real_3: 0.19826363027095795 (0.19627920538187027) | > loss_disc_real_4: 0.21374595165252686 (0.20964793860912323) | > loss_disc_real_5: 0.21165874600410461 (0.2163419872522354) | > loss_0: 2.2335174083709717 (2.2964988946914673) | > loss_gen: 2.549069404602051 (2.469578981399536) | > loss_kl: 2.181838274002075 (2.1849498748779297) | > loss_feat: 8.859025001525879 (8.600537300109863) | > loss_mel: 16.383033752441406 (16.53260326385498) | > loss_duration: 1.6247262954711914 (1.6741106510162354) | > loss_1: 31.59769058227539 (31.461779594421387)  --> STEP: 3 | > loss_disc: 2.3643271923065186 (2.319108327229818) | > loss_disc_real_0: 0.13495582342147827 (0.11631606022516887) | > loss_disc_real_1: 0.1926034390926361 (0.2085704505443573) | > loss_disc_real_2: 0.22317227721214294 (0.23367129266262054) | > loss_disc_real_3: 0.19996003806591034 (0.19750614960988364) | > loss_disc_real_4: 0.20225143432617188 (0.20718243718147278) | > loss_disc_real_5: 0.22846803069114685 (0.22038400173187256) | > loss_0: 2.3643271923065186 (2.319108327229818) | > loss_gen: 2.2968664169311523 (2.4120081265767417) | > loss_kl: 2.1781346797943115 (2.18267814318339) | > loss_feat: 7.683032035827637 (8.294702212015787) | > loss_mel: 14.871590614318848 (15.97893238067627) | > loss_duration: 1.684767246246338 (1.6776628494262695) | > loss_1: 28.714391708374023 (30.545983632405598)  --> STEP: 4 | > loss_disc: 2.451420307159424 (2.3521863222122192) | > loss_disc_real_0: 0.1391383856534958 (0.1220216415822506) | > loss_disc_real_1: 0.20785777270793915 (0.20839228108525276) | > loss_disc_real_2: 0.24066759645938873 (0.2354203686118126) | > loss_disc_real_3: 0.1984311044216156 (0.19773738831281662) | > loss_disc_real_4: 0.22209231555461884 (0.2109099067747593) | > loss_disc_real_5: 0.21456603705883026 (0.21892951056361198) | > loss_0: 2.451420307159424 (2.3521863222122192) | > loss_gen: 2.1649770736694336 (2.3502503633499146) | > loss_kl: 2.058720827102661 (2.151688814163208) | > loss_feat: 7.000703811645508 (7.971202611923218) | > loss_mel: 13.350411415100098 (15.321802139282227) | > loss_duration: 1.8113503456115723 (1.7110847234725952) | > loss_1: 26.38616371154785 (29.506028652191162)  --> STEP: 5 | > loss_disc: 2.01672101020813 (2.2850932598114015) | > loss_disc_real_0: 0.09812788665294647 (0.11724289059638977) | > loss_disc_real_1: 0.2629988193511963 (0.21931358873844148) | > loss_disc_real_2: 0.14969415962696075 (0.21827512681484224) | > loss_disc_real_3: 0.19357752799987793 (0.1969054162502289) | > loss_disc_real_4: 0.1388515681028366 (0.19649823904037475) | > loss_disc_real_5: 0.19586679339408875 (0.21431696712970733) | > loss_0: 2.01672101020813 (2.2850932598114015) | > loss_gen: 2.727001905441284 (2.4256006717681884) | > loss_kl: 2.343454122543335 (2.1900418758392335) | > loss_feat: 10.569257736206055 (8.490813636779786) | > loss_mel: 19.304588317871094 (16.118359375) | > loss_duration: 1.572669267654419 (1.68340163230896) | > loss_1: 36.516971588134766 (30.908217239379884) --> EVAL PERFORMANCE | > avg_loader_time: 0.15624852180480958 (+8.091926574707586e-05) | > avg_loss_disc: 2.2850932598114015 (+0.04616408348083523) | > avg_loss_disc_real_0: 0.11724289059638977 (-0.06506231129169464) | > avg_loss_disc_real_1: 0.21931358873844148 (+0.04313727021217348) | > avg_loss_disc_real_2: 0.21827512681484224 (-0.02105919420719146) | > avg_loss_disc_real_3: 0.1969054162502289 (-0.012408512830734242) | > avg_loss_disc_real_4: 0.19649823904037475 (-0.05216920077800752) | > avg_loss_disc_real_5: 0.21431696712970733 (-0.03543728590011597) | > avg_loss_0: 2.2850932598114015 (+0.04616408348083523) | > avg_loss_gen: 2.4256006717681884 (-0.46232085227966335) | > avg_loss_kl: 2.1900418758392335 (-0.15778932571411142) | > avg_loss_feat: 8.490813636779786 (+0.07790174484252965) | > avg_loss_mel: 16.118359375 (-0.04721279144287038) | > avg_loss_duration: 1.68340163230896 (-0.012804794311523482) | > avg_loss_1: 30.908217239379884 (-0.6022254943847649)  > EPOCH: 4/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-19 20:03:49)   --> TIME: 2025-02-19 20:04:22 -- STEP: 41/924 -- GLOBAL_STEP: 49600 | > loss_disc: 2.3631179332733154 (2.2365943600491778) | > loss_disc_real_0: 0.139027401804924 (0.11991941983379968) | > loss_disc_real_1: 0.1968122273683548 (0.19317081425248123) | > loss_disc_real_2: 0.2121993601322174 (0.19839215896478513) | > loss_disc_real_3: 0.22274141013622284 (0.2096620194795655) | > loss_disc_real_4: 0.26152297854423523 (0.21568633361560544) | > loss_disc_real_5: 0.22239051759243011 (0.20612480109784662) | > loss_0: 2.3631179332733154 (2.2365943600491778) | > grad_norm_0: tensor(127.1119, device='cuda:0') (tensor(87.0261, device='cuda:0')) | > loss_gen: 2.7281455993652344 (2.795159380610397) | > loss_kl: 2.267848253250122 (2.41261279292223) | > loss_feat: 8.002772331237793 (8.835479201340094) | > loss_mel: 15.259583473205566 (16.34621313141614) | > loss_duration: 1.6670734882354736 (1.6805061247290634) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.925424575805664 (32.06997043330495) | > grad_norm_1: tensor(2846.3835, device='cuda:0') (tensor(2080.6736, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.7317 (0.7286764412391478) | > loader_time: 0.0108 (0.011492694296487948)  --> TIME: 2025-02-19 20:04:59 -- STEP: 91/924 -- GLOBAL_STEP: 49650 | > loss_disc: 2.153418779373169 (2.2466099956533405) | > loss_disc_real_0: 0.1078755110502243 (0.12576120248535172) | > loss_disc_real_1: 0.17132271826267242 (0.19322246263970386) | > loss_disc_real_2: 0.1727859377861023 (0.19904218925224557) | > loss_disc_real_3: 0.1954890489578247 (0.20861691351120287) | > loss_disc_real_4: 0.17669804394245148 (0.21496221996270692) | > loss_disc_real_5: 0.18905870616436005 (0.2064706573447028) | > loss_0: 2.153418779373169 (2.2466099956533405) | > grad_norm_0: tensor(99.2462, device='cuda:0') (tensor(90.1769, device='cuda:0')) | > loss_gen: 2.921271324157715 (2.786672655042712) | > loss_kl: 2.5113208293914795 (2.412235100190719) | > loss_feat: 9.526612281799316 (8.81535742833064) | > loss_mel: 17.433406829833984 (16.299399428315212) | > loss_duration: 1.677518606185913 (1.683529489642971) | > amp_scaler: 64.0 (64.0) | > loss_1: 34.07012939453125 (31.99719399672288) | > grad_norm_1: tensor(2409.4785, device='cuda:0') (tensor(1963.8630, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.7149 (0.7306210863721235) | > loader_time: 0.0132 (0.011460209940816018)  --> TIME: 2025-02-19 20:05:36 -- STEP: 141/924 -- GLOBAL_STEP: 49700 | > loss_disc: 2.1119515895843506 (2.240620876034946) | > loss_disc_real_0: 0.11851530522108078 (0.12492564637610246) | > loss_disc_real_1: 0.22127790749073029 (0.19262289810687938) | > loss_disc_real_2: 0.1756819635629654 (0.19979326405846481) | > loss_disc_real_3: 0.21618445217609406 (0.20806931128315892) | > loss_disc_real_4: 0.24892275035381317 (0.21444073224321325) | > loss_disc_real_5: 0.18882034718990326 (0.20562394692542701) | > loss_0: 2.1119515895843506 (2.240620876034946) | > grad_norm_0: tensor(103.9099, device='cuda:0') (tensor(93.4397, device='cuda:0')) | > loss_gen: 3.0846848487854004 (2.7934452506667333) | > loss_kl: 2.5273656845092773 (2.4020010731744446) | > loss_feat: 9.725810050964355 (8.873216459937126) | > loss_mel: 16.166990280151367 (16.34465864871411) | > loss_duration: 1.6751049757003784 (1.6827813327735197) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.179954528808594 (32.096102599556566) | > grad_norm_1: tensor(1955.1172, device='cuda:0') (tensor(2089.8689, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.7162 (0.7310745969731753) | > loader_time: 0.0104 (0.011342002990398)  --> TIME: 2025-02-19 20:06:14 -- STEP: 191/924 -- GLOBAL_STEP: 49750 | > loss_disc: 2.104724168777466 (2.238668550995632) | > loss_disc_real_0: 0.11060067266225815 (0.12370403778022489) | > loss_disc_real_1: 0.1786765158176422 (0.19271648484062767) | > loss_disc_real_2: 0.17789846658706665 (0.1986714975996167) | > loss_disc_real_3: 0.2889688014984131 (0.2080434369635208) | > loss_disc_real_4: 0.22891031205654144 (0.21439674036353046) | > loss_disc_real_5: 0.24241043627262115 (0.20686717105161456) | > loss_0: 2.104724168777466 (2.238668550995632) | > grad_norm_0: tensor(48.8693, device='cuda:0') (tensor(94.1223, device='cuda:0')) | > loss_gen: 3.1319782733917236 (2.7908014464752835) | > loss_kl: 2.378209114074707 (2.3982254684907613) | > loss_feat: 9.990736961364746 (8.86282196843812) | > loss_mel: 16.79357147216797 (16.30107912093557) | > loss_duration: 1.6477839946746826 (1.6791596955653885) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.94227981567383 (32.032087605661125) | > grad_norm_1: tensor(2709.2344, device='cuda:0') (tensor(2137.3088, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.7614 (0.7313876301830348) | > loader_time: 0.0113 (0.01120195463689834)  --> TIME: 2025-02-19 20:06:51 -- STEP: 241/924 -- GLOBAL_STEP: 49800 | > loss_disc: 2.321284532546997 (2.24325321571461) | > loss_disc_real_0: 0.08451907336711884 (0.12316297248191353) | > loss_disc_real_1: 0.21226973831653595 (0.19340531985542087) | > loss_disc_real_2: 0.16586847603321075 (0.1987932093781554) | > loss_disc_real_3: 0.22130447626113892 (0.20859975284313267) | > loss_disc_real_4: 0.20381616055965424 (0.21495619521348802) | > loss_disc_real_5: 0.19195982813835144 (0.2067687931273488) | > loss_0: 2.321284532546997 (2.24325321571461) | > grad_norm_0: tensor(77.3049, device='cuda:0') (tensor(94.9370, device='cuda:0')) | > loss_gen: 2.573437452316284 (2.78794932761133) | > loss_kl: 2.3144209384918213 (2.3850608851405104) | > loss_feat: 8.875289916992188 (8.860801768006132) | > loss_mel: 16.1514949798584 (16.33681011199952) | > loss_duration: 1.7052316665649414 (1.681224556879384) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.619873046875 (32.05184657148306) | > grad_norm_1: tensor(1859.3781, device='cuda:0') (tensor(2163.3230, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.7632 (0.732083942880274) | > loader_time: 0.012 (0.011106232884513886)  --> TIME: 2025-02-19 20:07:28 -- STEP: 291/924 -- GLOBAL_STEP: 49850 | > loss_disc: 2.30194091796875 (2.245512334341856) | > loss_disc_real_0: 0.18060220777988434 (0.12359076534810749) | > loss_disc_real_1: 0.20829901099205017 (0.19401260391133754) | > loss_disc_real_2: 0.2036169320344925 (0.19901768412581833) | > loss_disc_real_3: 0.1795373409986496 (0.20817216181058656) | > loss_disc_real_4: 0.19047626852989197 (0.21507864156129836) | > loss_disc_real_5: 0.21205951273441315 (0.20691050348412948) | > loss_0: 2.30194091796875 (2.245512334341856) | > grad_norm_0: tensor(54.0489, device='cuda:0') (tensor(96.0621, device='cuda:0')) | > loss_gen: 2.630863666534424 (2.7863950811300904) | > loss_kl: 2.2781496047973633 (2.3814567724863696) | > loss_feat: 7.251349449157715 (8.854471703165588) | > loss_mel: 13.364063262939453 (16.313871678617804) | > loss_duration: 1.7449084520339966 (1.681620980046459) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.26933479309082 (32.01781619619257) | > grad_norm_1: tensor(1251.9476, device='cuda:0') (tensor(2175.2976, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.7257 (0.7319800616129974) | > loader_time: 0.0103 (0.01108091803350809)  --> TIME: 2025-02-19 20:08:06 -- STEP: 341/924 -- GLOBAL_STEP: 49900 | > loss_disc: 2.331113576889038 (2.2470545870118137) | > loss_disc_real_0: 0.07392826676368713 (0.12343818120811338) | > loss_disc_real_1: 0.20251037180423737 (0.19373893772751696) | > loss_disc_real_2: 0.23298445343971252 (0.19923131521845844) | > loss_disc_real_3: 0.16668295860290527 (0.20818819083775938) | > loss_disc_real_4: 0.21484893560409546 (0.21501728319877045) | > loss_disc_real_5: 0.16087785363197327 (0.20765031690646468) | > loss_0: 2.331113576889038 (2.2470545870118137) | > grad_norm_0: tensor(55.5731, device='cuda:0') (tensor(96.6420, device='cuda:0')) | > loss_gen: 2.686068534851074 (2.787803010856651) | > loss_kl: 2.3119797706604004 (2.3853034266978077) | > loss_feat: 9.107656478881836 (8.851096578357513) | > loss_mel: 16.68872833251953 (16.329375334149564) | > loss_duration: 1.6564006805419922 (1.6806140459877308) | > amp_scaler: 64.0 (64.37536656891496) | > loss_1: 32.450836181640625 (32.034192395699684) | > grad_norm_1: tensor(1353.4658, device='cuda:0') (tensor(2177.5027, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.7673 (0.7328150377245585) | > loader_time: 0.0106 (0.011081091469683606)  --> TIME: 2025-02-19 20:08:44 -- STEP: 391/924 -- GLOBAL_STEP: 49950 | > loss_disc: 2.2703309059143066 (2.2494972218637868) | > loss_disc_real_0: 0.15136148035526276 (0.12369624038448415) | > loss_disc_real_1: 0.22761458158493042 (0.19391612853388035) | > loss_disc_real_2: 0.24089869856834412 (0.19980452314514638) | > loss_disc_real_3: 0.16052302718162537 (0.207940072240427) | > loss_disc_real_4: 0.24076588451862335 (0.2151722404200707) | > loss_disc_real_5: 0.15745359659194946 (0.20754327070530107) | > loss_0: 2.2703309059143066 (2.2494972218637868) | > grad_norm_0: tensor(105.1262, device='cuda:0') (tensor(97.4043, device='cuda:0')) | > loss_gen: 2.830761194229126 (2.7837422674574217) | > loss_kl: 2.296682834625244 (2.3849530281008353) | > loss_feat: 9.520698547363281 (8.828422052476125) | > loss_mel: 17.088268280029297 (16.32199043264168) | > loss_duration: 1.690053105354309 (1.6802897794777174) | > amp_scaler: 64.0 (64.32736572890029) | > loss_1: 33.42646408081055 (31.99939758027607) | > grad_norm_1: tensor(2463.8884, device='cuda:0') (tensor(2200.6553, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.7246 (0.733081740796413) | > loader_time: 0.0103 (0.01109811716982166)  --> TIME: 2025-02-19 20:09:21 -- STEP: 441/924 -- GLOBAL_STEP: 50000 | > loss_disc: 2.539093494415283 (2.252103915019909) | > loss_disc_real_0: 0.21036873757839203 (0.1237585945582849) | > loss_disc_real_1: 0.20992515981197357 (0.19380963514316102) | > loss_disc_real_2: 0.19534358382225037 (0.1997105652242561) | > loss_disc_real_3: 0.24772727489471436 (0.20855803037581797) | > loss_disc_real_4: 0.23263607919216156 (0.21529999321280147) | > loss_disc_real_5: 0.27565839886665344 (0.20781220488942934) | > loss_0: 2.539093494415283 (2.252103915019909) | > grad_norm_0: tensor(170.2925, device='cuda:0') (tensor(98.6262, device='cuda:0')) | > loss_gen: 2.594780683517456 (2.7820003589534985) | > loss_kl: 2.464956760406494 (2.3806384134184477) | > loss_feat: 6.972387790679932 (8.820013509045403) | > loss_mel: 13.968622207641602 (16.307758039357715) | > loss_duration: 1.698378562927246 (1.6794730330270438) | > amp_scaler: 64.0 (64.2902494331066) | > loss_1: 27.699127197265625 (31.969883371642936) | > grad_norm_1: tensor(1251.5587, device='cuda:0') (tensor(2175.1431, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.7073 (0.7335993524581662) | > loader_time: 0.0096 (0.01113061353462894) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_50000.pth  --> TIME: 2025-02-19 20:10:02 -- STEP: 491/924 -- GLOBAL_STEP: 50050 | > loss_disc: 2.2367942333221436 (2.2523785169158574) | > loss_disc_real_0: 0.10421787202358246 (0.12305569039494585) | > loss_disc_real_1: 0.1951955109834671 (0.19404916932650831) | > loss_disc_real_2: 0.18134188652038574 (0.19966324854285558) | > loss_disc_real_3: 0.2107977420091629 (0.20905488723407206) | > loss_disc_real_4: 0.2330676168203354 (0.21521210788830714) | > loss_disc_real_5: 0.22615604102611542 (0.20834120971486422) | > loss_0: 2.2367942333221436 (2.2523785169158574) | > grad_norm_0: tensor(62.6114, device='cuda:0') (tensor(96.3383, device='cuda:0')) | > loss_gen: 2.5686111450195312 (2.783535926745041) | > loss_kl: 2.4891767501831055 (2.3804446582638805) | > loss_feat: 8.586121559143066 (8.825845022065593) | > loss_mel: 16.779260635375977 (16.35237708936641) | > loss_duration: 1.6769359111785889 (1.6789156451001916) | > amp_scaler: 64.0 (64.26069246435841) | > loss_1: 32.10010528564453 (32.02111836606279) | > grad_norm_1: tensor(2289.4849, device='cuda:0') (tensor(2093.5698, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.7646 (0.7342288426129245) | > loader_time: 0.0114 (0.011149430711983177)  --> TIME: 2025-02-19 20:10:39 -- STEP: 541/924 -- GLOBAL_STEP: 50100 | > loss_disc: 2.1521103382110596 (2.2483207035857946) | > loss_disc_real_0: 0.1077645793557167 (0.12259900710388823) | > loss_disc_real_1: 0.22171150147914886 (0.19380312450161258) | > loss_disc_real_2: 0.2115325629711151 (0.19938894467300936) | > loss_disc_real_3: 0.17369651794433594 (0.20860398363824692) | > loss_disc_real_4: 0.19575437903404236 (0.21503830663928697) | > loss_disc_real_5: 0.21743756532669067 (0.20792264919624748) | > loss_0: 2.1521103382110596 (2.2483207035857946) | > grad_norm_0: tensor(93.5471, device='cuda:0') (tensor(96.0791, device='cuda:0')) | > loss_gen: 2.910841464996338 (2.7846728706536146) | > loss_kl: 2.227367401123047 (2.3815516702789474) | > loss_feat: 9.068418502807617 (8.843022110281515) | > loss_mel: 15.689516067504883 (16.3518890585344) | > loss_duration: 1.6753802299499512 (1.6778815733527086) | > amp_scaler: 64.0 (64.23659889094264) | > loss_1: 31.571523666381836 (32.039017287728555) | > grad_norm_1: tensor(2315.7361, device='cuda:0') (tensor(2102.2505, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.7406 (0.733894813082795) | > loader_time: 0.012 (0.011105554601842066)  --> TIME: 2025-02-19 20:11:17 -- STEP: 591/924 -- GLOBAL_STEP: 50150 | > loss_disc: 2.2208640575408936 (2.2456553250601643) | > loss_disc_real_0: 0.17044252157211304 (0.12245314538025007) | > loss_disc_real_1: 0.189001202583313 (0.19343019845421136) | > loss_disc_real_2: 0.20617744326591492 (0.19915727355758542) | > loss_disc_real_3: 0.20724503695964813 (0.20834528981328207) | > loss_disc_real_4: 0.22055964171886444 (0.21483592174682503) | > loss_disc_real_5: 0.25489094853401184 (0.20768882316582893) | > loss_0: 2.2208640575408936 (2.2456553250601643) | > grad_norm_0: tensor(141.1882, device='cuda:0') (tensor(96.2083, device='cuda:0')) | > loss_gen: 2.990696668624878 (2.7865659165906824) | > loss_kl: 2.4761860370635986 (2.3789904220455202) | > loss_feat: 9.770415306091309 (8.840528572069625) | > loss_mel: 16.988479614257812 (16.325712759079256) | > loss_duration: 1.6888959407806396 (1.6763359292106175) | > amp_scaler: 64.0 (64.21658206429771) | > loss_1: 33.9146728515625 (32.00813361553577) | > grad_norm_1: tensor(2266.0835, device='cuda:0') (tensor(2120.9292, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.7207 (0.7337337387394778) | > loader_time: 0.0108 (0.011104554694316116)  --> TIME: 2025-02-19 20:11:54 -- STEP: 641/924 -- GLOBAL_STEP: 50200 | > loss_disc: 2.2641570568084717 (2.244463684964291) | > loss_disc_real_0: 0.1169176995754242 (0.12256943879651946) | > loss_disc_real_1: 0.21469587087631226 (0.19305308116672565) | > loss_disc_real_2: 0.20338687300682068 (0.19919553231709433) | > loss_disc_real_3: 0.23427481949329376 (0.20817733640882777) | > loss_disc_real_4: 0.2491564005613327 (0.21486139281212624) | > loss_disc_real_5: 0.17911085486412048 (0.20745386683066805) | > loss_0: 2.2641570568084717 (2.244463684964291) | > grad_norm_0: tensor(97.2645, device='cuda:0') (tensor(97.1782, device='cuda:0')) | > loss_gen: 2.8042030334472656 (2.7876326520803745) | > loss_kl: 2.3533380031585693 (2.376120720006375) | > loss_feat: 8.097310066223145 (8.847830481536691) | > loss_mel: 15.981558799743652 (16.320719402033546) | > loss_duration: 1.6764867305755615 (1.674625103447627) | > amp_scaler: 64.0 (64.19968798751944) | > loss_1: 30.91289710998535 (32.006928371006964) | > grad_norm_1: tensor(2271.6892, device='cuda:0') (tensor(2140.1914, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.7261 (0.7340006411726497) | > loader_time: 0.0109 (0.011123383844884446)  --> TIME: 2025-02-19 20:12:32 -- STEP: 691/924 -- GLOBAL_STEP: 50250 | > loss_disc: 2.2111668586730957 (2.2445365990985136) | > loss_disc_real_0: 0.1804937720298767 (0.12261796343731982) | > loss_disc_real_1: 0.1911119967699051 (0.19282559198684532) | > loss_disc_real_2: 0.19937704503536224 (0.19928864953573094) | > loss_disc_real_3: 0.21803909540176392 (0.208279797184657) | > loss_disc_real_4: 0.23468101024627686 (0.21491868403644526) | > loss_disc_real_5: 0.23426589369773865 (0.20752072424861004) | > loss_0: 2.2111668586730957 (2.2445365990985136) | > grad_norm_0: tensor(119.8512, device='cuda:0') (tensor(97.4585, device='cuda:0')) | > loss_gen: 2.978466749191284 (2.7866407099750043) | > loss_kl: 2.352372169494629 (2.3751526204963502) | > loss_feat: 9.618940353393555 (8.846754192098363) | > loss_mel: 16.79104995727539 (16.313915481788225) | > loss_duration: 1.695968747138977 (1.6733491232702253) | > amp_scaler: 64.0 (64.18523878437048) | > loss_1: 33.436798095703125 (31.995812146950108) | > grad_norm_1: tensor(1259.7255, device='cuda:0') (tensor(2146.0266, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.7637 (0.7340279560530754) | > loader_time: 0.0115 (0.011136343786236881)  --> TIME: 2025-02-19 20:13:10 -- STEP: 741/924 -- GLOBAL_STEP: 50300 | > loss_disc: 2.0604753494262695 (2.2455333490603344) | > loss_disc_real_0: 0.11136797070503235 (0.12322105807170532) | > loss_disc_real_1: 0.17750844359397888 (0.1928933326974411) | > loss_disc_real_2: 0.18202941119670868 (0.19935598032355448) | > loss_disc_real_3: 0.18986070156097412 (0.20813025347134353) | > loss_disc_real_4: 0.21724116802215576 (0.2149034852159489) | > loss_disc_real_5: 0.17902876436710358 (0.20734487266836535) | > loss_0: 2.0604753494262695 (2.2455333490603344) | > grad_norm_0: tensor(82.5276, device='cuda:0') (tensor(96.7073, device='cuda:0')) | > loss_gen: 2.998511791229248 (2.7863350541968113) | > loss_kl: 2.3313565254211426 (2.3760110670738377) | > loss_feat: 10.17306137084961 (8.84344482293175) | > loss_mel: 17.59758186340332 (16.31458265996979) | > loss_duration: 1.6953085660934448 (1.6728336154690637) | > amp_scaler: 64.0 (64.17273954116058) | > loss_1: 34.79581832885742 (31.993207244255338) | > grad_norm_1: tensor(2449.5581, device='cuda:0') (tensor(2099.7385, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.7109 (0.7350553169585109) | > loader_time: 0.0103 (0.011154447007275801)  --> TIME: 2025-02-19 20:13:48 -- STEP: 791/924 -- GLOBAL_STEP: 50350 | > loss_disc: 2.3314151763916016 (2.245137084600444) | > loss_disc_real_0: 0.11321217566728592 (0.12223649837839616) | > loss_disc_real_1: 0.20972177386283875 (0.19322666567285207) | > loss_disc_real_2: 0.20055456459522247 (0.19941431664486126) | > loss_disc_real_3: 0.19167719781398773 (0.2083742154006258) | > loss_disc_real_4: 0.24785590171813965 (0.21498453138601004) | > loss_disc_real_5: 0.2049749493598938 (0.2071083767337232) | > loss_0: 2.3314151763916016 (2.245137084600444) | > grad_norm_0: tensor(98.2454, device='cuda:0') (tensor(94.7071, device='cuda:0')) | > loss_gen: 2.9946305751800537 (2.78887582006105) | > loss_kl: 2.3931896686553955 (2.372302689232808) | > loss_feat: 9.545347213745117 (8.856595866448062) | > loss_mel: 17.845123291015625 (16.338394410993008) | > loss_duration: 1.6521767377853394 (1.672842654205303) | > amp_scaler: 64.0 (64.16182048040447) | > loss_1: 34.43046569824219 (32.02901146475196) | > grad_norm_1: tensor(1003.7014, device='cuda:0') (tensor(2046.0244, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.6944 (0.7351991720356319) | > loader_time: 0.0104 (0.011179749492447549)  --> TIME: 2025-02-19 20:14:25 -- STEP: 841/924 -- GLOBAL_STEP: 50400 | > loss_disc: 2.5642919540405273 (2.245391224850936) | > loss_disc_real_0: 0.07441755384206772 (0.1218192032787519) | > loss_disc_real_1: 0.21949605643749237 (0.1934466961058085) | > loss_disc_real_2: 0.17651838064193726 (0.19940341973630746) | > loss_disc_real_3: 0.17335666716098785 (0.20842425537591308) | > loss_disc_real_4: 0.23349936306476593 (0.21516872518978272) | > loss_disc_real_5: 0.19111323356628418 (0.20707107313181072) | > loss_0: 2.5642919540405273 (2.245391224850936) | > grad_norm_0: tensor(39.6741, device='cuda:0') (tensor(93.8558, device='cuda:0')) | > loss_gen: 2.5032618045806885 (2.7907144992161608) | > loss_kl: 2.326794147491455 (2.3705805100668904) | > loss_feat: 8.057782173156738 (8.865774524906453) | > loss_mel: 16.27138900756836 (16.351582632620488) | > loss_duration: 1.7179934978485107 (1.6722713714547446) | > amp_scaler: 64.0 (64.1521997621878) | > loss_1: 30.877220153808594 (32.05092356406273) | > grad_norm_1: tensor(1341.5724, device='cuda:0') (tensor(2005.6625, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.7345 (0.7348253358416834) | > loader_time: 0.0106 (0.011168890418961002)  --> TIME: 2025-02-19 20:15:02 -- STEP: 891/924 -- GLOBAL_STEP: 50450 | > loss_disc: 2.174764394760132 (2.243271576301282) | > loss_disc_real_0: 0.12926837801933289 (0.12077811468229549) | > loss_disc_real_1: 0.19006429612636566 (0.19346110337109682) | > loss_disc_real_2: 0.22886890172958374 (0.19931263845376274) | > loss_disc_real_3: 0.1815997213125229 (0.20859688147484381) | > loss_disc_real_4: 0.19892553985118866 (0.21524685902226245) | > loss_disc_real_5: 0.21218650043010712 (0.2067992234838798) | > loss_0: 2.174764394760132 (2.243271576301282) | > grad_norm_0: tensor(61.4868, device='cuda:0') (tensor(92.0406, device='cuda:0')) | > loss_gen: 2.8638038635253906 (2.793450307364417) | > loss_kl: 2.2774155139923096 (2.3723341850051707) | > loss_feat: 8.25859546661377 (8.874112291368176) | > loss_mel: 14.7358980178833 (16.364184311075796) | > loss_duration: 1.62945556640625 (1.6719202544418916) | > amp_scaler: 64.0 (64.14365881032543) | > loss_1: 29.765167236328125 (32.07600137601401) | > grad_norm_1: tensor(2143.4307, device='cuda:0') (tensor(1977.7678, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.7245 (0.734864643527201) | > loader_time: 0.0108 (0.01118450534062756)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3368992805480957 (2.3368992805480957) | > loss_disc_real_0: 0.24992778897285461 (0.24992778897285461) | > loss_disc_real_1: 0.2287139594554901 (0.2287139594554901) | > loss_disc_real_2: 0.19339770078659058 (0.19339770078659058) | > loss_disc_real_3: 0.19692756235599518 (0.19692756235599518) | > loss_disc_real_4: 0.17874714732170105 (0.17874714732170105) | > loss_disc_real_5: 0.18459470570087433 (0.18459470570087433) | > loss_0: 2.3368992805480957 (2.3368992805480957) | > loss_gen: 2.623325824737549 (2.623325824737549) | > loss_kl: 2.1887340545654297 (2.1887340545654297) | > loss_feat: 7.706105709075928 (7.706105709075928) | > loss_mel: 13.64135456085205 (13.64135456085205) | > loss_duration: 1.7033604383468628 (1.7033604383468628) | > loss_1: 27.862878799438477 (27.862878799438477)  --> STEP: 1 | > loss_disc: 2.2681679725646973 (2.2681679725646973) | > loss_disc_real_0: 0.2557671070098877 (0.2557671070098877) | > loss_disc_real_1: 0.21708275377750397 (0.21708275377750397) | > loss_disc_real_2: 0.22173959016799927 (0.22173959016799927) | > loss_disc_real_3: 0.17827512323856354 (0.17827512323856354) | > loss_disc_real_4: 0.2029268443584442 (0.2029268443584442) | > loss_disc_real_5: 0.21108369529247284 (0.21108369529247284) | > loss_0: 2.2681679725646973 (2.2681679725646973) | > loss_gen: 2.913593292236328 (2.913593292236328) | > loss_kl: 2.1992571353912354 (2.1992571353912354) | > loss_feat: 8.576889038085938 (8.576889038085938) | > loss_mel: 16.072731018066406 (16.072731018066406) | > loss_duration: 1.7264742851257324 (1.7264742851257324) | > loss_1: 31.48894500732422 (31.48894500732422)  --> STEP: 2 | > loss_disc: 2.334784507751465 (2.301476240158081) | > loss_disc_real_0: 0.26610037684440613 (0.2609337419271469) | > loss_disc_real_1: 0.2229541689157486 (0.22001846134662628) | > loss_disc_real_2: 0.19522324204444885 (0.20848141610622406) | > loss_disc_real_3: 0.17460346221923828 (0.1764392927289009) | > loss_disc_real_4: 0.19388435781002045 (0.19840560108423233) | > loss_disc_real_5: 0.22173696756362915 (0.216410331428051) | > loss_0: 2.334784507751465 (2.301476240158081) | > loss_gen: 2.7401933670043945 (2.8268933296203613) | > loss_kl: 2.2131733894348145 (2.206215262413025) | > loss_feat: 8.158112525939941 (8.36750078201294) | > loss_mel: 14.441635131835938 (15.257183074951172) | > loss_duration: 1.5918807983398438 (1.659177541732788) | > loss_1: 29.144996643066406 (30.316970825195312)  --> STEP: 3 | > loss_disc: 2.3378329277038574 (2.3135951360066733) | > loss_disc_real_0: 0.28213900327682495 (0.2680021623770396) | > loss_disc_real_1: 0.197797030210495 (0.21261131763458252) | > loss_disc_real_2: 0.19511304795742035 (0.20402529338995615) | > loss_disc_real_3: 0.20139838755130768 (0.1847589910030365) | > loss_disc_real_4: 0.21821583807468414 (0.20500901341438293) | > loss_disc_real_5: 0.2217499315738678 (0.21819019814332327) | > loss_0: 2.3378329277038574 (2.3135951360066733) | > loss_gen: 2.7582201957702637 (2.804002285003662) | > loss_kl: 2.1161949634552 (2.17620849609375) | > loss_feat: 7.201807022094727 (7.978936195373535) | > loss_mel: 13.494667053222656 (14.669677734375) | > loss_duration: 1.678112506866455 (1.6654891967773438) | > loss_1: 27.249000549316406 (29.29431406656901)  --> STEP: 4 | > loss_disc: 2.4419212341308594 (2.3456766605377197) | > loss_disc_real_0: 0.2759304344654083 (0.2699842303991318) | > loss_disc_real_1: 0.22213469445705414 (0.21499216184020042) | > loss_disc_real_2: 0.1914992332458496 (0.20089377835392952) | > loss_disc_real_3: 0.19026954472064972 (0.1861366294324398) | > loss_disc_real_4: 0.20653817057609558 (0.2053913027048111) | > loss_disc_real_5: 0.21860487759113312 (0.21829386800527573) | > loss_0: 2.4419212341308594 (2.3456766605377197) | > loss_gen: 2.5845324993133545 (2.749134838581085) | > loss_kl: 2.0994174480438232 (2.1570107340812683) | > loss_feat: 7.320839881896973 (7.8144121170043945) | > loss_mel: 14.161149024963379 (14.542545557022095) | > loss_duration: 1.7749912738800049 (1.692864716053009) | > loss_1: 27.940929412841797 (28.955967903137207)  --> STEP: 5 | > loss_disc: 2.1135571002960205 (2.29925274848938) | > loss_disc_real_0: 0.31005021929740906 (0.27799742817878725) | > loss_disc_real_1: 0.2000419944524765 (0.21200212836265564) | > loss_disc_real_2: 0.1864534169435501 (0.19800570607185364) | > loss_disc_real_3: 0.15707893669605255 (0.18032509088516235) | > loss_disc_real_4: 0.1902826577425003 (0.20236957371234893) | > loss_disc_real_5: 0.1682956963777542 (0.20829423367977143) | > loss_0: 2.1135571002960205 (2.29925274848938) | > loss_gen: 3.083949089050293 (2.816097688674927) | > loss_kl: 2.273667573928833 (2.180342102050781) | > loss_feat: 8.532703399658203 (7.958070373535156) | > loss_mel: 16.506813049316406 (14.935399055480957) | > loss_duration: 1.5426640510559082 (1.6628245830535888) | > loss_1: 31.939796447753906 (29.552733612060546) --> EVAL PERFORMANCE | > avg_loader_time: 0.1515993595123291 (-0.004649162292480469) | > avg_loss_disc: 2.29925274848938 (+0.014159488677978338) | > avg_loss_disc_real_0: 0.27799742817878725 (+0.1607545375823975) | > avg_loss_disc_real_1: 0.21200212836265564 (-0.007311460375785839) | > avg_loss_disc_real_2: 0.19800570607185364 (-0.020269420742988598) | > avg_loss_disc_real_3: 0.18032509088516235 (-0.01658032536506654) | > avg_loss_disc_real_4: 0.20236957371234893 (+0.005871334671974177) | > avg_loss_disc_real_5: 0.20829423367977143 (-0.006022733449935896) | > avg_loss_0: 2.29925274848938 (+0.014159488677978338) | > avg_loss_gen: 2.816097688674927 (+0.39049701690673855) | > avg_loss_kl: 2.180342102050781 (-0.009699773788452326) | > avg_loss_feat: 7.958070373535156 (-0.5327432632446296) | > avg_loss_mel: 14.935399055480957 (-1.1829603195190437) | > avg_loss_duration: 1.6628245830535888 (-0.020577049255371183) | > avg_loss_1: 29.552733612060546 (-1.3554836273193374)  > EPOCH: 5/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-19 20:15:35)   --> TIME: 2025-02-19 20:15:50 -- STEP: 17/924 -- GLOBAL_STEP: 50500 | > loss_disc: 2.1368319988250732 (2.2090919999515304) | > loss_disc_real_0: 0.1293928325176239 (0.1226159976247479) | > loss_disc_real_1: 0.17101360857486725 (0.1866182439467486) | > loss_disc_real_2: 0.16904492676258087 (0.19065366247121027) | > loss_disc_real_3: 0.22088971734046936 (0.20633189117207246) | > loss_disc_real_4: 0.18620778620243073 (0.21224649338161244) | > loss_disc_real_5: 0.1692008674144745 (0.1963803461369346) | > loss_0: 2.1368319988250732 (2.2090919999515304) | > grad_norm_0: tensor(49.4103, device='cuda:0') (tensor(74.5749, device='cuda:0')) | > loss_gen: 3.1405372619628906 (2.872357158099904) | > loss_kl: 2.330458641052246 (2.374831536236931) | > loss_feat: 9.491747856140137 (9.164790798636044) | > loss_mel: 16.89383316040039 (16.364200760336484) | > loss_duration: 1.6915836334228516 (1.6538034747628605) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.548160552978516 (32.42998370002298) | > grad_norm_1: tensor(793.1073, device='cuda:0') (tensor(1101.9266, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.7359 (0.7456327887142405) | > loader_time: 0.0105 (0.010143167832318474)  --> TIME: 2025-02-19 20:16:27 -- STEP: 67/924 -- GLOBAL_STEP: 50550 | > loss_disc: 2.366554021835327 (2.2294819159294246) | > loss_disc_real_0: 0.0679251030087471 (0.12023834750723483) | > loss_disc_real_1: 0.16244587302207947 (0.19107974220567675) | > loss_disc_real_2: 0.18829862773418427 (0.19484336807656644) | > loss_disc_real_3: 0.19740992784500122 (0.2079366118605457) | > loss_disc_real_4: 0.21073220670223236 (0.21470710546223085) | > loss_disc_real_5: 0.1869337111711502 (0.20190839091343665) | > loss_0: 2.366554021835327 (2.2294819159294246) | > grad_norm_0: tensor(30.0893, device='cuda:0') (tensor(73.3720, device='cuda:0')) | > loss_gen: 2.451582670211792 (2.792001777620458) | > loss_kl: 2.331486463546753 (2.3458523892644627) | > loss_feat: 8.833393096923828 (8.858429830465743) | > loss_mel: 17.211647033691406 (16.155915986246132) | > loss_duration: 1.6727524995803833 (1.6629492880693122) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.50086212158203 (31.81514919337941) | > grad_norm_1: tensor(423.9936, device='cuda:0') (tensor(1293.9636, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.7351 (0.7358358902717704) | > loader_time: 0.0106 (0.01126049169853552)  --> TIME: 2025-02-19 20:17:04 -- STEP: 117/924 -- GLOBAL_STEP: 50600 | > loss_disc: 2.291332721710205 (2.231651013732975) | > loss_disc_real_0: 0.10367316007614136 (0.12026743380687176) | > loss_disc_real_1: 0.18497496843338013 (0.19197838454165014) | > loss_disc_real_2: 0.21986344456672668 (0.19733578221410764) | > loss_disc_real_3: 0.17541497945785522 (0.20699507329199052) | > loss_disc_real_4: 0.19630023837089539 (0.21502403125294253) | > loss_disc_real_5: 0.21039941906929016 (0.20265706876913706) | > loss_0: 2.291332721710205 (2.231651013732975) | > grad_norm_0: tensor(106.6238, device='cuda:0') (tensor(76.7223, device='cuda:0')) | > loss_gen: 2.527472496032715 (2.7962427485702386) | > loss_kl: 2.3404037952423096 (2.3364400130051814) | > loss_feat: 8.327089309692383 (8.861562272422333) | > loss_mel: 14.749853134155273 (16.22576645908192) | > loss_duration: 1.6614664793014526 (1.6661037023250873) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.606287002563477 (31.88611526163215) | > grad_norm_1: tensor(1921.4751, device='cuda:0') (tensor(1571.9235, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.7023 (0.7328961547623332) | > loader_time: 0.0091 (0.011209194476787861)  --> TIME: 2025-02-19 20:17:42 -- STEP: 167/924 -- GLOBAL_STEP: 50650 | > loss_disc: 2.0695478916168213 (2.233497430464465) | > loss_disc_real_0: 0.1259695291519165 (0.12141210407375576) | > loss_disc_real_1: 0.16715970635414124 (0.19168398346372698) | > loss_disc_real_2: 0.1961614191532135 (0.19770517641912677) | > loss_disc_real_3: 0.1826288104057312 (0.2069085881024778) | > loss_disc_real_4: 0.20529738068580627 (0.21444244058189277) | > loss_disc_real_5: 0.18930260837078094 (0.20397597265814596) | > loss_0: 2.0695478916168213 (2.233497430464465) | > grad_norm_0: tensor(80.8489, device='cuda:0') (tensor(78.5897, device='cuda:0')) | > loss_gen: 3.055354356765747 (2.787660985649703) | > loss_kl: 2.4615938663482666 (2.3506472967341963) | > loss_feat: 9.338582992553711 (8.8286366091517) | > loss_mel: 16.61492347717285 (16.217653822756095) | > loss_duration: 1.634699821472168 (1.664705459943075) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.10515594482422 (31.849304302009994) | > grad_norm_1: tensor(1771.6389, device='cuda:0') (tensor(1648.6527, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.7072 (0.733859035069357) | > loader_time: 0.0156 (0.01125065866344703)  --> TIME: 2025-02-19 20:18:19 -- STEP: 217/924 -- GLOBAL_STEP: 50700 | > loss_disc: 2.081155300140381 (2.232987953770545) | > loss_disc_real_0: 0.0839170292019844 (0.11888838504453958) | > loss_disc_real_1: 0.1855716109275818 (0.19282866204114546) | > loss_disc_real_2: 0.1544518768787384 (0.19823957746204693) | > loss_disc_real_3: 0.18647059798240662 (0.20659036707768247) | > loss_disc_real_4: 0.19061285257339478 (0.21444492632617598) | > loss_disc_real_5: 0.18336312472820282 (0.20461398438649248) | > loss_0: 2.081155300140381 (2.232987953770545) | > grad_norm_0: tensor(74.4257, device='cuda:0') (tensor(77.8804, device='cuda:0')) | > loss_gen: 3.1670773029327393 (2.7981841871815343) | > loss_kl: 2.5427944660186768 (2.359612355034469) | > loss_feat: 9.483474731445312 (8.880570897308921) | > loss_mel: 17.226797103881836 (16.27972158528692) | > loss_duration: 1.6543604135513306 (1.6634723151334423) | > amp_scaler: 64.0 (64.0) | > loss_1: 34.07450485229492 (31.981561441025974) | > grad_norm_1: tensor(1252.9933, device='cuda:0') (tensor(1530.5400, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.737 (0.7344547383796233) | > loader_time: 0.0107 (0.0113127813910559)  --> TIME: 2025-02-19 20:18:57 -- STEP: 267/924 -- GLOBAL_STEP: 50750 | > loss_disc: 2.2392423152923584 (2.236426071727766) | > loss_disc_real_0: 0.15328414738178253 (0.11920628402284468) | > loss_disc_real_1: 0.1585760861635208 (0.19351596521974052) | > loss_disc_real_2: 0.18869858980178833 (0.19889483419473697) | > loss_disc_real_3: 0.19773182272911072 (0.20683715043219736) | > loss_disc_real_4: 0.20676209032535553 (0.2147484462471044) | > loss_disc_real_5: 0.23914839327335358 (0.20555528328659833) | > loss_0: 2.2392423152923584 (2.236426071727766) | > grad_norm_0: tensor(85.8084, device='cuda:0') (tensor(76.8825, device='cuda:0')) | > loss_gen: 2.7984166145324707 (2.788945932959796) | > loss_kl: 2.3557705879211426 (2.363240896539293) | > loss_feat: 9.044520378112793 (8.845665999566133) | > loss_mel: 16.246482849121094 (16.243638817290694) | > loss_duration: 1.6811085939407349 (1.6645441533027965) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.12630081176758 (31.906035898330067) | > grad_norm_1: tensor(1478.7679, device='cuda:0') (tensor(1543.3560, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.7621 (0.733901282821255) | > loader_time: 0.0113 (0.011300524522302747)  --> TIME: 2025-02-19 20:19:34 -- STEP: 317/924 -- GLOBAL_STEP: 50800 | > loss_disc: 2.222871780395508 (2.237732561228779) | > loss_disc_real_0: 0.0692979097366333 (0.11831948449041942) | > loss_disc_real_1: 0.1877908706665039 (0.19321841062619483) | > loss_disc_real_2: 0.20945416390895844 (0.19936014486224124) | > loss_disc_real_3: 0.22359615564346313 (0.20731689031191797) | > loss_disc_real_4: 0.22755011916160583 (0.21433625537138257) | > loss_disc_real_5: 0.2623264789581299 (0.2066364498450553) | > loss_0: 2.222871780395508 (2.237732561228779) | > grad_norm_0: tensor(16.5419, device='cuda:0') (tensor(76.6108, device='cuda:0')) | > loss_gen: 2.789665460586548 (2.7896422527565936) | > loss_kl: 2.4275963306427 (2.368258015966562) | > loss_feat: 8.445207595825195 (8.848568277028093) | > loss_mel: 15.431665420532227 (16.241718195966367) | > loss_duration: 1.6625999212265015 (1.6638130521172616) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.75673484802246 (31.911999879951363) | > grad_norm_1: tensor(471.6993, device='cuda:0') (tensor(1523.4719, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.7171 (0.7339265241231827) | > loader_time: 0.0103 (0.011293444347682436)  --> TIME: 2025-02-19 20:20:13 -- STEP: 367/924 -- GLOBAL_STEP: 50850 | > loss_disc: 2.3028147220611572 (2.235924176039423) | > loss_disc_real_0: 0.1712387055158615 (0.117360963493748) | > loss_disc_real_1: 0.1956876665353775 (0.19278528035823908) | > loss_disc_real_2: 0.21789246797561646 (0.19909753266732122) | > loss_disc_real_3: 0.2419811189174652 (0.20727716158943532) | > loss_disc_real_4: 0.2119084745645523 (0.2143512307298281) | > loss_disc_real_5: 0.2162463366985321 (0.20662450660476891) | > loss_0: 2.3028147220611572 (2.235924176039423) | > grad_norm_0: tensor(156.9196, device='cuda:0') (tensor(74.2344, device='cuda:0')) | > loss_gen: 2.6736793518066406 (2.7844551473612347) | > loss_kl: 2.10143780708313 (2.3663706103852364) | > loss_feat: 7.955691337585449 (8.842814090791133) | > loss_mel: 14.485847473144531 (16.23610794576704) | > loss_duration: 1.610854148864746 (1.6635611986269427) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.827510833740234 (31.89330906569146) | > grad_norm_1: tensor(1963.0753, device='cuda:0') (tensor(1516.9967, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.7504 (0.7360618712141989) | > loader_time: 0.011 (0.011310986666978218)  --> TIME: 2025-02-19 20:20:50 -- STEP: 417/924 -- GLOBAL_STEP: 50900 | > loss_disc: 2.279353618621826 (2.2398338069161072) | > loss_disc_real_0: 0.060690268874168396 (0.11868060763469702) | > loss_disc_real_1: 0.21688374876976013 (0.19277689118179478) | > loss_disc_real_2: 0.23377954959869385 (0.1996195029726418) | > loss_disc_real_3: 0.21550683677196503 (0.20751136452031071) | > loss_disc_real_4: 0.2184881567955017 (0.21443968192993593) | > loss_disc_real_5: 0.1678466498851776 (0.20671198465269533) | > loss_0: 2.279353618621826 (2.2398338069161072) | > grad_norm_0: tensor(101.6030, device='cuda:0') (tensor(77.5883, device='cuda:0')) | > loss_gen: 2.9232475757598877 (2.7832292950124753) | > loss_kl: 2.2504806518554688 (2.361170973423286) | > loss_feat: 9.723986625671387 (8.822774921389797) | > loss_mel: 17.424331665039062 (16.22933831660868) | > loss_duration: 1.6553096771240234 (1.6624512563792357) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.97735595703125 (31.858964819416443) | > grad_norm_1: tensor(2596.0740, device='cuda:0') (tensor(1566.5382, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.7055 (0.7360658239689376) | > loader_time: 0.0099 (0.011313528179836501)  --> TIME: 2025-02-19 20:21:28 -- STEP: 467/924 -- GLOBAL_STEP: 50950 | > loss_disc: 2.243431568145752 (2.2432575366226466) | > loss_disc_real_0: 0.15887418389320374 (0.1194446969226928) | > loss_disc_real_1: 0.2141670286655426 (0.1934001161786677) | > loss_disc_real_2: 0.18006651103496552 (0.1998355907469797) | > loss_disc_real_3: 0.22914579510688782 (0.20733913240008991) | > loss_disc_real_4: 0.23716194927692413 (0.21477275273146415) | > loss_disc_real_5: 0.25606808066368103 (0.20697562706036537) | > loss_0: 2.243431568145752 (2.2432575366226466) | > grad_norm_0: tensor(89.7019, device='cuda:0') (tensor(79.7708, device='cuda:0')) | > loss_gen: 2.879343271255493 (2.7790790492513184) | > loss_kl: 2.521052837371826 (2.3609712915195886) | > loss_feat: 9.374248504638672 (8.79156839158347) | > loss_mel: 16.622787475585938 (16.18272894506026) | > loss_duration: 1.6511915922164917 (1.6616407574116552) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.048622131347656 (31.775988499153353) | > grad_norm_1: tensor(1601.5302, device='cuda:0') (tensor(1634.2627, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.7333 (0.7361693035101227) | > loader_time: 0.0105 (0.011310268010010812)  --> TIME: 2025-02-19 20:22:05 -- STEP: 517/924 -- GLOBAL_STEP: 51000 | > loss_disc: 2.1262409687042236 (2.240888284530124) | > loss_disc_real_0: 0.09252162277698517 (0.11957314714962325) | > loss_disc_real_1: 0.20806856453418732 (0.19293951734583423) | > loss_disc_real_2: 0.17783968150615692 (0.19954039398544768) | > loss_disc_real_3: 0.24267961084842682 (0.20732028667078253) | > loss_disc_real_4: 0.21552018821239471 (0.21466435445922946) | > loss_disc_real_5: 0.2318873405456543 (0.207016375095978) | > loss_0: 2.1262409687042236 (2.240888284530124) | > grad_norm_0: tensor(87.0004, device='cuda:0') (tensor(82.2362, device='cuda:0')) | > loss_gen: 2.684277296066284 (2.7823944543731502) | > loss_kl: 2.396251916885376 (2.3609956306922357) | > loss_feat: 8.973495483398438 (8.813283067146175) | > loss_mel: 17.103626251220703 (16.20683673548746) | > loss_duration: 1.6655895709991455 (1.6612459727827775) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.823238372802734 (31.824755899219035) | > grad_norm_1: tensor(2913.4084, device='cuda:0') (tensor(1699.9207, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.7335 (0.7359836207598275) | > loader_time: 0.0125 (0.011303037462658762) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_51000.pth  --> TIME: 2025-02-19 20:22:45 -- STEP: 567/924 -- GLOBAL_STEP: 51050 | > loss_disc: 2.3163092136383057 (2.24159144325021) | > loss_disc_real_0: 0.08128577470779419 (0.11957476086375785) | > loss_disc_real_1: 0.22238251566886902 (0.19293628018053754) | > loss_disc_real_2: 0.22457686066627502 (0.1995420725835484) | > loss_disc_real_3: 0.20491477847099304 (0.20724984335941402) | > loss_disc_real_4: 0.17720572650432587 (0.2146119628844017) | > loss_disc_real_5: 0.18620248138904572 (0.2071147478814689) | > loss_0: 2.3163092136383057 (2.24159144325021) | > grad_norm_0: tensor(56.4500, device='cuda:0') (tensor(83.5392, device='cuda:0')) | > loss_gen: 2.631146192550659 (2.778604092421354) | > loss_kl: 2.2465734481811523 (2.3591993490013903) | > loss_feat: 9.549302101135254 (8.800438602555161) | > loss_mel: 17.077884674072266 (16.17949542124647) | > loss_duration: 1.6366136074066162 (1.6608563203239788) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.141517639160156 (31.77859381351101) | > grad_norm_1: tensor(1901.6801, device='cuda:0') (tensor(1750.9764, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.7499 (0.7360008078277424) | > loader_time: 0.0118 (0.011320304197819354)  --> TIME: 2025-02-19 20:23:23 -- STEP: 617/924 -- GLOBAL_STEP: 51100 | > loss_disc: 2.251265525817871 (2.241270522630778) | > loss_disc_real_0: 0.07266530394554138 (0.12024188397310348) | > loss_disc_real_1: 0.2020343542098999 (0.19270456322684668) | > loss_disc_real_2: 0.17752598226070404 (0.19925718292038477) | > loss_disc_real_3: 0.20245686173439026 (0.2070823238145203) | > loss_disc_real_4: 0.20558486878871918 (0.21446922001228141) | > loss_disc_real_5: 0.20449568331241608 (0.20723919046369527) | > loss_0: 2.251265525817871 (2.241270522630778) | > grad_norm_0: tensor(81.7319, device='cuda:0') (tensor(84.1927, device='cuda:0')) | > loss_gen: 2.620178699493408 (2.7785133616078044) | > loss_kl: 2.4706242084503174 (2.3600255759067617) | > loss_feat: 8.541223526000977 (8.801704245989288) | > loss_mel: 16.938684463500977 (16.174119442363224) | > loss_duration: 1.6962279081344604 (1.660638377964015) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.266937255859375 (31.77500100962733) | > grad_norm_1: tensor(2515.4380, device='cuda:0') (tensor(1756.3572, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.7518 (0.7365708285444557) | > loader_time: 0.0168 (0.011321468523294456)  --> TIME: 2025-02-19 20:24:01 -- STEP: 667/924 -- GLOBAL_STEP: 51150 | > loss_disc: 2.0961008071899414 (2.2412379463573275) | > loss_disc_real_0: 0.04915251210331917 (0.11963473298940165) | > loss_disc_real_1: 0.2335345447063446 (0.1926463116993611) | > loss_disc_real_2: 0.1954968124628067 (0.19936452725569884) | > loss_disc_real_3: 0.22528308629989624 (0.2073904493938142) | > loss_disc_real_4: 0.22263436019420624 (0.21469554948485053) | > loss_disc_real_5: 0.20423218607902527 (0.20735243700076086) | > loss_0: 2.0961008071899414 (2.2412379463573275) | > grad_norm_0: tensor(9.2190, device='cuda:0') (tensor(82.9567, device='cuda:0')) | > loss_gen: 3.0640320777893066 (2.7796811260383527) | > loss_kl: 2.357548952102661 (2.3683808525462906) | > loss_feat: 9.603523254394531 (8.809162593138092) | > loss_mel: 16.61819076538086 (16.18291220171697) | > loss_duration: 1.6820037364959717 (1.6601985129995518) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.32529830932617 (31.800335290728658) | > grad_norm_1: tensor(212.1064, device='cuda:0') (tensor(1718.7770, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.7028 (0.7364740393151046) | > loader_time: 0.0095 (0.011309161536518418)  --> TIME: 2025-02-19 20:24:38 -- STEP: 717/924 -- GLOBAL_STEP: 51200 | > loss_disc: 2.1895129680633545 (2.2414366563826262) | > loss_disc_real_0: 0.06673256307840347 (0.11764082234129414) | > loss_disc_real_1: 0.2125375121831894 (0.1930895726426376) | > loss_disc_real_2: 0.20942777395248413 (0.19969710680647043) | > loss_disc_real_3: 0.1899210661649704 (0.20783019928336968) | > loss_disc_real_4: 0.21728743612766266 (0.21485708003429851) | > loss_disc_real_5: 0.25097301602363586 (0.2074661257168905) | > loss_0: 2.1895129680633545 (2.2414366563826262) | > grad_norm_0: tensor(21.0108, device='cuda:0') (tensor(81.2465, device='cuda:0')) | > loss_gen: 3.039775848388672 (2.7843275459241665) | > loss_kl: 2.5675268173217773 (2.372001699822717) | > loss_feat: 9.008852005004883 (8.818948586116775) | > loss_mel: 16.248056411743164 (16.1865279292129) | > loss_duration: 1.6784255504608154 (1.6604547711762105) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.54263687133789 (31.822260565338773) | > grad_norm_1: tensor(431.5287, device='cuda:0') (tensor(1671.5966, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.7631 (0.7366738987767047) | > loader_time: 0.0112 (0.011309949257716308)  --> TIME: 2025-02-19 20:25:16 -- STEP: 767/924 -- GLOBAL_STEP: 51250 | > loss_disc: 2.324979305267334 (2.2410955118231537) | > loss_disc_real_0: 0.12777471542358398 (0.11743524669143802) | > loss_disc_real_1: 0.1767006665468216 (0.19306565712374846) | > loss_disc_real_2: 0.16881310939788818 (0.19956240329935157) | > loss_disc_real_3: 0.19659242033958435 (0.2081572049560882) | > loss_disc_real_4: 0.21277451515197754 (0.2149309516924456) | > loss_disc_real_5: 0.22664552927017212 (0.20734947717795946) | > loss_0: 2.324979305267334 (2.2410955118231537) | > grad_norm_0: tensor(48.5821, device='cuda:0') (tensor(81.0948, device='cuda:0')) | > loss_gen: 2.928468942642212 (2.7843073225705224) | > loss_kl: 2.1638455390930176 (2.36899300193538) | > loss_feat: 8.030363082885742 (8.819738245694243) | > loss_mel: 14.731011390686035 (16.190316327081327) | > loss_duration: 1.6161549091339111 (1.6606490860706524) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.469844818115234 (31.82400402034277) | > grad_norm_1: tensor(1806.2479, device='cuda:0') (tensor(1683.5228, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.7303 (0.7367398735752628) | > loader_time: 0.0107 (0.011290502983401621)  --> TIME: 2025-02-19 20:25:54 -- STEP: 817/924 -- GLOBAL_STEP: 51300 | > loss_disc: 2.3093652725219727 (2.243233486663462) | > loss_disc_real_0: 0.06102052330970764 (0.11785618062136806) | > loss_disc_real_1: 0.19788086414337158 (0.19323774847581598) | > loss_disc_real_2: 0.1993066966533661 (0.19994548220310537) | > loss_disc_real_3: 0.1847648024559021 (0.20814590763432883) | > loss_disc_real_4: 0.20091499388217926 (0.2148909552918799) | > loss_disc_real_5: 0.19699525833129883 (0.20743978125666762) | > loss_0: 2.3093652725219727 (2.243233486663462) | > grad_norm_0: tensor(46.0667, device='cuda:0') (tensor(81.3202, device='cuda:0')) | > loss_gen: 2.753941774368286 (2.785569000711056) | > loss_kl: 2.5691888332366943 (2.366241528909091) | > loss_feat: 8.966582298278809 (8.814543857130896) | > loss_mel: 17.228839874267578 (16.194683964424627) | > loss_duration: 1.6383973360061646 (1.6605740552141162) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.156951904296875 (31.82161244097071) | > grad_norm_1: tensor(2143.4961, device='cuda:0') (tensor(1646.9208, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.753 (0.7366947882616097) | > loader_time: 0.0102 (0.011283700585803028)  --> TIME: 2025-02-19 20:26:31 -- STEP: 867/924 -- GLOBAL_STEP: 51350 | > loss_disc: 2.116471529006958 (2.243597156861248) | > loss_disc_real_0: 0.07378076016902924 (0.11737769891990235) | > loss_disc_real_1: 0.21827933192253113 (0.19340141741462233) | > loss_disc_real_2: 0.1915893703699112 (0.2000228459447313) | > loss_disc_real_3: 0.19664178788661957 (0.20823676091851928) | > loss_disc_real_4: 0.22369582951068878 (0.21512977271893993) | > loss_disc_real_5: 0.22636446356773376 (0.20736086609179316) | > loss_0: 2.116471529006958 (2.243597156861248) | > grad_norm_0: tensor(59.1267, device='cuda:0') (tensor(79.9836, device='cuda:0')) | > loss_gen: 2.99923038482666 (2.7833510415914287) | > loss_kl: 2.283966541290283 (2.3655316169699145) | > loss_feat: 9.441179275512695 (8.809922465816094) | > loss_mel: 16.548828125 (16.19814966349176) | > loss_duration: 1.6042882204055786 (1.6602982829873822) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.87749481201172 (31.817253106193146) | > grad_norm_1: tensor(1182.9246, device='cuda:0') (tensor(1634.2357, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.7454 (0.7366200142390725) | > loader_time: 0.0134 (0.011299572463954058)  --> TIME: 2025-02-19 20:27:09 -- STEP: 917/924 -- GLOBAL_STEP: 51400 | > loss_disc: 2.2563462257385254 (2.2410201351671204) | > loss_disc_real_0: 0.16391973197460175 (0.11713538066186457) | > loss_disc_real_1: 0.1876049041748047 (0.19349656267865534) | > loss_disc_real_2: 0.19158853590488434 (0.19971941486244763) | > loss_disc_real_3: 0.23245540261268616 (0.2080373566601762) | > loss_disc_real_4: 0.25568339228630066 (0.21487786897916178) | > loss_disc_real_5: 0.21480834484100342 (0.20719350409676757) | > loss_0: 2.2563462257385254 (2.2410201351671204) | > grad_norm_0: tensor(85.2298, device='cuda:0') (tensor(79.8270, device='cuda:0')) | > loss_gen: 2.8643760681152344 (2.7858885522757126) | > loss_kl: 2.4194021224975586 (2.363119361184803) | > loss_feat: 8.286187171936035 (8.820892218545065) | > loss_mel: 15.527286529541016 (16.209166617273876) | > loss_duration: 1.6493303775787354 (1.6594829658125594) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.74658203125 (31.838549773071687) | > grad_norm_1: tensor(1978.0938, device='cuda:0') (tensor(1648.0331, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.7502 (0.7366376066155886) | > loader_time: 0.0108 (0.011288226885779993)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.389838218688965 (2.389838218688965) | > loss_disc_real_0: 0.13152800500392914 (0.13152800500392914) | > loss_disc_real_1: 0.2285386472940445 (0.2285386472940445) | > loss_disc_real_2: 0.20904386043548584 (0.20904386043548584) | > loss_disc_real_3: 0.21099801361560822 (0.21099801361560822) | > loss_disc_real_4: 0.22880226373672485 (0.22880226373672485) | > loss_disc_real_5: 0.23231294751167297 (0.23231294751167297) | > loss_0: 2.389838218688965 (2.389838218688965) | > loss_gen: 2.343944549560547 (2.343944549560547) | > loss_kl: 2.2091903686523438 (2.2091903686523438) | > loss_feat: 7.0229926109313965 (7.0229926109313965) | > loss_mel: 13.699727058410645 (13.699727058410645) | > loss_duration: 1.6915640830993652 (1.6915640830993652) | > loss_1: 26.96742057800293 (26.96742057800293)  --> STEP: 1 | > loss_disc: 2.4011728763580322 (2.4011728763580322) | > loss_disc_real_0: 0.12800507247447968 (0.12800507247447968) | > loss_disc_real_1: 0.20636019110679626 (0.20636019110679626) | > loss_disc_real_2: 0.20962661504745483 (0.20962661504745483) | > loss_disc_real_3: 0.18582558631896973 (0.18582558631896973) | > loss_disc_real_4: 0.22140838205814362 (0.22140838205814362) | > loss_disc_real_5: 0.22461684048175812 (0.22461684048175812) | > loss_0: 2.4011728763580322 (2.4011728763580322) | > loss_gen: 2.2446556091308594 (2.2446556091308594) | > loss_kl: 2.063128709793091 (2.063128709793091) | > loss_feat: 7.143536567687988 (7.143536567687988) | > loss_mel: 13.969267845153809 (13.969267845153809) | > loss_duration: 1.6965327262878418 (1.6965327262878418) | > loss_1: 27.117122650146484 (27.117122650146484)  --> STEP: 2 | > loss_disc: 2.3056654930114746 (2.3534191846847534) | > loss_disc_real_0: 0.09963876754045486 (0.11382192000746727) | > loss_disc_real_1: 0.2083580046892166 (0.20735909789800644) | > loss_disc_real_2: 0.20570389926433563 (0.20766525715589523) | > loss_disc_real_3: 0.21120277047157288 (0.1985141783952713) | > loss_disc_real_4: 0.2300996631383896 (0.2257540225982666) | > loss_disc_real_5: 0.2156548798084259 (0.220135860145092) | > loss_0: 2.3056654930114746 (2.3534191846847534) | > loss_gen: 2.4126598834991455 (2.3286577463150024) | > loss_kl: 2.2215006351470947 (2.1423146724700928) | > loss_feat: 8.334766387939453 (7.739151477813721) | > loss_mel: 14.651599884033203 (14.310433864593506) | > loss_duration: 1.5901374816894531 (1.6433351039886475) | > loss_1: 29.210664749145508 (28.163893699645996)  --> STEP: 3 | > loss_disc: 2.2262015342712402 (2.3110133012135825) | > loss_disc_real_0: 0.11615120619535446 (0.114598348736763) | > loss_disc_real_1: 0.2077508568763733 (0.20748968422412872) | > loss_disc_real_2: 0.1613510549068451 (0.1922271897395452) | > loss_disc_real_3: 0.2195524275302887 (0.20552692810694376) | > loss_disc_real_4: 0.24800606071949005 (0.2331713686386744) | > loss_disc_real_5: 0.21338729560375214 (0.21788633863131204) | > loss_0: 2.2262015342712402 (2.3110133012135825) | > loss_gen: 2.5699856281280518 (2.409100373586019) | > loss_kl: 2.0875086784362793 (2.124046007792155) | > loss_feat: 8.340862274169922 (7.939721743265788) | > loss_mel: 15.353876113891602 (14.658247947692871) | > loss_duration: 1.6792144775390625 (1.6552948951721191) | > loss_1: 30.031448364257812 (28.78641192118327)  --> STEP: 4 | > loss_disc: 2.1810688972473145 (2.2785272002220154) | > loss_disc_real_0: 0.08051212877035141 (0.1060767937451601) | > loss_disc_real_1: 0.19079355895519257 (0.20331565290689468) | > loss_disc_real_2: 0.19160522520542145 (0.19207169860601425) | > loss_disc_real_3: 0.214842289686203 (0.20785576850175858) | > loss_disc_real_4: 0.23292936384677887 (0.23311086744070053) | > loss_disc_real_5: 0.19362635910511017 (0.21182134374976158) | > loss_0: 2.1810688972473145 (2.2785272002220154) | > loss_gen: 2.546398401260376 (2.443424880504608) | > loss_kl: 2.0981805324554443 (2.1175796389579773) | > loss_feat: 8.747798919677734 (8.141741037368774) | > loss_mel: 16.75487518310547 (15.18240475654602) | > loss_duration: 1.7965826988220215 (1.6906168460845947) | > loss_1: 31.943836212158203 (29.575767993927002)  --> STEP: 5 | > loss_disc: 2.3424878120422363 (2.2913193225860597) | > loss_disc_real_0: 0.07289211452007294 (0.09943985790014268) | > loss_disc_real_1: 0.25330695509910583 (0.21331391334533692) | > loss_disc_real_2: 0.14763006567955017 (0.18318337202072144) | > loss_disc_real_3: 0.2857884466648102 (0.22344230413436889) | > loss_disc_real_4: 0.2201051115989685 (0.23050971627235411) | > loss_disc_real_5: 0.3413795828819275 (0.23773299157619476) | > loss_0: 2.3424878120422363 (2.2913193225860597) | > loss_gen: 2.5347096920013428 (2.461681842803955) | > loss_kl: 2.706190824508667 (2.235301876068115) | > loss_feat: 9.390765190124512 (8.391545867919922) | > loss_mel: 17.888290405273438 (15.723581886291504) | > loss_duration: 1.5621228218078613 (1.6649180412292481) | > loss_1: 34.08207702636719 (30.47702980041504) --> EVAL PERFORMANCE | > avg_loader_time: 0.15753250122070311 (+0.005933141708374001) | > avg_loss_disc: 2.2913193225860597 (-0.007933425903320135) | > avg_loss_disc_real_0: 0.09943985790014268 (-0.17855757027864458) | > avg_loss_disc_real_1: 0.21331391334533692 (+0.00131178498268128) | > avg_loss_disc_real_2: 0.18318337202072144 (-0.014822334051132202) | > avg_loss_disc_real_3: 0.22344230413436889 (+0.04311721324920653) | > avg_loss_disc_real_4: 0.23050971627235411 (+0.028140142560005188) | > avg_loss_disc_real_5: 0.23773299157619476 (+0.029438757896423334) | > avg_loss_0: 2.2913193225860597 (-0.007933425903320135) | > avg_loss_gen: 2.461681842803955 (-0.35441584587097186) | > avg_loss_kl: 2.235301876068115 (+0.054959774017333984) | > avg_loss_feat: 8.391545867919922 (+0.4334754943847656) | > avg_loss_mel: 15.723581886291504 (+0.7881828308105465) | > avg_loss_duration: 1.6649180412292481 (+0.002093458175659313) | > avg_loss_1: 30.47702980041504 (+0.9242961883544929)  > EPOCH: 6/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-19 20:27:22)   --> TIME: 2025-02-19 20:27:56 -- STEP: 43/924 -- GLOBAL_STEP: 51450 | > loss_disc: 2.1121726036071777 (2.201035022735596) | > loss_disc_real_0: 0.09267114102840424 (0.11749464065529579) | > loss_disc_real_1: 0.1587766706943512 (0.18679207355477093) | > loss_disc_real_2: 0.1808445304632187 (0.1984771982181904) | > loss_disc_real_3: 0.2025154083967209 (0.20417077735412953) | > loss_disc_real_4: 0.21232925355434418 (0.21393283647160197) | > loss_disc_real_5: 0.15885485708713531 (0.20358289397040077) | > loss_0: 2.1121726036071777 (2.201035022735596) | > grad_norm_0: tensor(46.8855, device='cuda:0') (tensor(98.0379, device='cuda:0')) | > loss_gen: 2.8395607471466064 (2.8215777541315834) | > loss_kl: 2.3971023559570312 (2.338975490525711) | > loss_feat: 8.90488338470459 (9.014303029969682) | > loss_mel: 16.302719116210938 (16.315963966901908) | > loss_duration: 1.6493360996246338 (1.6525179092274156) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.093605041503906 (32.1433381812517) | > grad_norm_1: tensor(2435.2805, device='cuda:0') (tensor(2282.1787, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.7728 (0.7309578962104265) | > loader_time: 0.0141 (0.010998315589372502)  --> TIME: 2025-02-19 20:28:33 -- STEP: 93/924 -- GLOBAL_STEP: 51500 | > loss_disc: 2.136895179748535 (2.2100313401991314) | > loss_disc_real_0: 0.07351014763116837 (0.1208791900225865) | > loss_disc_real_1: 0.18596121668815613 (0.18851240892564097) | > loss_disc_real_2: 0.19590990245342255 (0.19786697513954613) | > loss_disc_real_3: 0.1987433284521103 (0.20476817588011423) | > loss_disc_real_4: 0.23243966698646545 (0.21413242288174167) | > loss_disc_real_5: 0.19779427349567413 (0.2051157473876912) | > loss_0: 2.136895179748535 (2.2100313401991314) | > grad_norm_0: tensor(142.3088, device='cuda:0') (tensor(103.3117, device='cuda:0')) | > loss_gen: 2.849458694458008 (2.8075237581806802) | > loss_kl: 2.334749460220337 (2.3474645204441518) | > loss_feat: 9.422195434570312 (8.860493685609553) | > loss_mel: 16.547855377197266 (16.024355888366696) | > loss_duration: 1.6865484714508057 (1.6555935746879988) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.8408088684082 (31.695431534961987) | > grad_norm_1: tensor(2332.8789, device='cuda:0') (tensor(2289.6279, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.7731 (0.7324045268438197) | > loader_time: 0.0112 (0.011094529141661943)  --> TIME: 2025-02-19 20:29:10 -- STEP: 143/924 -- GLOBAL_STEP: 51550 | > loss_disc: 2.1134159564971924 (2.225957213581858) | > loss_disc_real_0: 0.13230085372924805 (0.1238540379734306) | > loss_disc_real_1: 0.1607896387577057 (0.18883677452177436) | > loss_disc_real_2: 0.18036405742168427 (0.19976912720220072) | > loss_disc_real_3: 0.2257455289363861 (0.20517193791749597) | > loss_disc_real_4: 0.1930808573961258 (0.21454686812170737) | > loss_disc_real_5: 0.19548554718494415 (0.20522718756765748) | > loss_0: 2.1134159564971924 (2.225957213581858) | > grad_norm_0: tensor(136.9746, device='cuda:0') (tensor(108.0975, device='cuda:0')) | > loss_gen: 3.0398056507110596 (2.8075930555383644) | > loss_kl: 2.546865940093994 (2.364850907892613) | > loss_feat: 10.331626892089844 (8.871916010663229) | > loss_mel: 18.183517456054688 (16.134685523026466) | > loss_duration: 1.6750868558883667 (1.6583870099141047) | > amp_scaler: 64.0 (64.0) | > loss_1: 35.77690124511719 (31.837432581227976) | > grad_norm_1: tensor(2243.2151, device='cuda:0') (tensor(2277.9343, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.7624 (0.7303015718926917) | > loader_time: 0.0109 (0.01116897676374529)  --> TIME: 2025-02-19 20:29:48 -- STEP: 193/924 -- GLOBAL_STEP: 51600 | > loss_disc: 2.2256789207458496 (2.222322807410837) | > loss_disc_real_0: 0.14302793145179749 (0.12310864689513809) | > loss_disc_real_1: 0.20732595026493073 (0.18929819492478445) | > loss_disc_real_2: 0.19959504902362823 (0.1983405809482762) | > loss_disc_real_3: 0.19122321903705597 (0.20496806124022587) | > loss_disc_real_4: 0.24181127548217773 (0.21449114884119577) | > loss_disc_real_5: 0.22067603468894958 (0.2051566912565824) | > loss_0: 2.2256789207458496 (2.222322807410837) | > grad_norm_0: tensor(132.3725, device='cuda:0') (tensor(106.6778, device='cuda:0')) | > loss_gen: 2.6476762294769287 (2.802786735673026) | > loss_kl: 2.1659750938415527 (2.3610766699894716) | > loss_feat: 8.960906982421875 (8.901643041502009) | > loss_mel: 15.880975723266602 (16.19343472021231) | > loss_duration: 1.7072325944900513 (1.6556581363776806) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.362768173217773 (31.91459943346409) | > grad_norm_1: tensor(2015.1432, device='cuda:0') (tensor(2295.4580, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.7604 (0.7309540121048846) | > loader_time: 0.0111 (0.011153197659112012)  --> TIME: 2025-02-19 20:30:26 -- STEP: 243/924 -- GLOBAL_STEP: 51650 | > loss_disc: 2.2260630130767822 (2.226985346633221) | > loss_disc_real_0: 0.08827179670333862 (0.12245780510115034) | > loss_disc_real_1: 0.17926062643527985 (0.18999953408545428) | > loss_disc_real_2: 0.19461806118488312 (0.19853374742186117) | > loss_disc_real_3: 0.18479682505130768 (0.20598488898924838) | > loss_disc_real_4: 0.18754230439662933 (0.2139686557613773) | > loss_disc_real_5: 0.1967182755470276 (0.205150680654824) | > loss_0: 2.2260630130767822 (2.226985346633221) | > grad_norm_0: tensor(70.6354, device='cuda:0') (tensor(105.0362, device='cuda:0')) | > loss_gen: 2.77158784866333 (2.794306033923303) | > loss_kl: 2.293992280960083 (2.3560232399912993) | > loss_feat: 9.140545845031738 (8.847080788004059) | > loss_mel: 16.227590560913086 (16.10764320593311) | > loss_duration: 1.6357107162475586 (1.6580058429466844) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.069427490234375 (31.763059200082786) | > grad_norm_1: tensor(2308.2690, device='cuda:0') (tensor(2284.9885, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.7626 (0.7334109255315838) | > loader_time: 0.0105 (0.011166236037580074)  --> TIME: 2025-02-19 20:31:03 -- STEP: 293/924 -- GLOBAL_STEP: 51700 | > loss_disc: 2.3161821365356445 (2.234081770372879) | > loss_disc_real_0: 0.12369409203529358 (0.12289899942360233) | > loss_disc_real_1: 0.23657453060150146 (0.19132608516020985) | > loss_disc_real_2: 0.20952098071575165 (0.19917177899705674) | > loss_disc_real_3: 0.26338961720466614 (0.20638173157444584) | > loss_disc_real_4: 0.24532267451286316 (0.21408866223825124) | > loss_disc_real_5: 0.18456104397773743 (0.20575131170782204) | > loss_0: 2.3161821365356445 (2.234081770372879) | > grad_norm_0: tensor(96.7234, device='cuda:0') (tensor(104.7084, device='cuda:0')) | > loss_gen: 2.89231014251709 (2.789454226607756) | > loss_kl: 2.2999465465545654 (2.351821151202854) | > loss_feat: 8.652153015136719 (8.813269445920564) | > loss_mel: 15.540704727172852 (16.090007362105325) | > loss_duration: 1.6635810136795044 (1.6597702564232997) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.04869842529297 (31.704322580591402) | > grad_norm_1: tensor(2024.8993, device='cuda:0') (tensor(2266.2913, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.7618 (0.7335294147400321) | > loader_time: 0.0116 (0.011186463027277093)  --> TIME: 2025-02-19 20:31:41 -- STEP: 343/924 -- GLOBAL_STEP: 51750 | > loss_disc: 2.1862692832946777 (2.2389802710307936) | > loss_disc_real_0: 0.10195264220237732 (0.12331159874449318) | > loss_disc_real_1: 0.1766807734966278 (0.19130540363295093) | > loss_disc_real_2: 0.18725165724754333 (0.1993823906423052) | > loss_disc_real_3: 0.24381345510482788 (0.20752262752014417) | > loss_disc_real_4: 0.21276451647281647 (0.214417456146927) | > loss_disc_real_5: 0.2018071711063385 (0.20654140682157887) | > loss_0: 2.1862692832946777 (2.2389802710307936) | > grad_norm_0: tensor(78.3084, device='cuda:0') (tensor(106.1118, device='cuda:0')) | > loss_gen: 2.7426822185516357 (2.784772145852403) | > loss_kl: 2.249677896499634 (2.3492724259462694) | > loss_feat: 8.530078887939453 (8.794923010789974) | > loss_mel: 16.483400344848633 (16.088816881874887) | > loss_duration: 1.674602746963501 (1.6607357273991534) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.68044090270996 (31.678520336095517) | > grad_norm_1: tensor(2338.0676, device='cuda:0') (tensor(2262.1294, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.7125 (0.7343099680308354) | > loader_time: 0.01 (0.01120952753561927)  --> TIME: 2025-02-19 20:32:18 -- STEP: 393/924 -- GLOBAL_STEP: 51800 | > loss_disc: 2.342898368835449 (2.2414396810167645) | > loss_disc_real_0: 0.12334423512220383 (0.12396294082356167) | > loss_disc_real_1: 0.20399193465709686 (0.19175574994875888) | > loss_disc_real_2: 0.20105715095996857 (0.19944785023463596) | > loss_disc_real_3: 0.21871796250343323 (0.2070443060334402) | > loss_disc_real_4: 0.25270476937294006 (0.21471694290031307) | > loss_disc_real_5: 0.23237244784832 (0.20626969935026473) | > loss_0: 2.342898368835449 (2.2414396810167645) | > grad_norm_0: tensor(56.6743, device='cuda:0') (tensor(106.0284, device='cuda:0')) | > loss_gen: 2.6335012912750244 (2.7828394438474233) | > loss_kl: 2.4398787021636963 (2.349262401044517) | > loss_feat: 7.946647644042969 (8.770594743675261) | > loss_mel: 15.629947662353516 (16.07451653662527) | > loss_duration: 1.6658172607421875 (1.6623178350409784) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.315792083740234 (31.63953111371921) | > grad_norm_1: tensor(1716.9692, device='cuda:0') (tensor(2237.5049, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.747 (0.7339952859563078) | > loader_time: 0.0159 (0.011224669051231023)  --> TIME: 2025-02-19 20:32:56 -- STEP: 443/924 -- GLOBAL_STEP: 51850 | > loss_disc: 2.239278554916382 (2.241471199634114) | > loss_disc_real_0: 0.1508442461490631 (0.12351619729742778) | > loss_disc_real_1: 0.22748717665672302 (0.19215790022576643) | > loss_disc_real_2: 0.1927216351032257 (0.19957085767798718) | > loss_disc_real_3: 0.23326346278190613 (0.20713997798767908) | > loss_disc_real_4: 0.20268622040748596 (0.21466779527222868) | > loss_disc_real_5: 0.24347883462905884 (0.20603368291736446) | > loss_0: 2.239278554916382 (2.241471199634114) | > grad_norm_0: tensor(80.8505, device='cuda:0') (tensor(104.5043, device='cuda:0')) | > loss_gen: 3.01542592048645 (2.7869485527882456) | > loss_kl: 2.2521474361419678 (2.3493221465405685) | > loss_feat: 10.256583213806152 (8.79318860745054) | > loss_mel: 17.832983016967773 (16.11244894204236) | > loss_duration: 1.6768680810928345 (1.6636285367453343) | > amp_scaler: 64.0 (64.0) | > loss_1: 35.03400802612305 (31.705536896165285) | > grad_norm_1: tensor(154.7691, device='cuda:0') (tensor(2170.1589, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.7727 (0.7342701399568513) | > loader_time: 0.0113 (0.011238221928443657)  --> TIME: 2025-02-19 20:33:34 -- STEP: 493/924 -- GLOBAL_STEP: 51900 | > loss_disc: 2.156944990158081 (2.2404414345236394) | > loss_disc_real_0: 0.08914642781019211 (0.12080845374304189) | > loss_disc_real_1: 0.1719186007976532 (0.19284999494499422) | > loss_disc_real_2: 0.1991889625787735 (0.2000873929407244) | > loss_disc_real_3: 0.19619956612586975 (0.20732854669403594) | > loss_disc_real_4: 0.20218513906002045 (0.2151324582752785) | > loss_disc_real_5: 0.20295464992523193 (0.20609035936862402) | > loss_0: 2.156944990158081 (2.2404414345236394) | > grad_norm_0: tensor(70.5061, device='cuda:0') (tensor(99.1926, device='cuda:0')) | > loss_gen: 2.867593288421631 (2.789135667421755) | > loss_kl: 2.2668333053588867 (2.350034119874902) | > loss_feat: 8.748872756958008 (8.811528844233708) | > loss_mel: 16.156200408935547 (16.146254096505114) | > loss_duration: 1.6481337547302246 (1.6645627130601277) | > amp_scaler: 128.0 (64.64908722109533) | > loss_1: 31.687633514404297 (31.76151554192781) | > grad_norm_1: tensor(2341.7168, device='cuda:0') (tensor(2082.1038, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.7492 (0.7348728977884291) | > loader_time: 0.011 (0.011280406077541643)  --> TIME: 2025-02-19 20:34:11 -- STEP: 543/924 -- GLOBAL_STEP: 51950 | > loss_disc: 2.2877449989318848 (2.2373368395406685) | > loss_disc_real_0: 0.1224319338798523 (0.11922251713045394) | > loss_disc_real_1: 0.22142821550369263 (0.19301108958312824) | > loss_disc_real_2: 0.2198726236820221 (0.20003166564261718) | > loss_disc_real_3: 0.22701342403888702 (0.2074292301308384) | > loss_disc_real_4: 0.2437778264284134 (0.2150733465702714) | > loss_disc_real_5: 0.24865490198135376 (0.20578189797932703) | > loss_0: 2.2877449989318848 (2.2373368395406685) | > grad_norm_0: tensor(29.7672, device='cuda:0') (tensor(96.5996, device='cuda:0')) | > loss_gen: 2.8212339878082275 (2.7936773133321786) | > loss_kl: 2.4563510417938232 (2.3494212820604568) | > loss_feat: 7.737393379211426 (8.81860387918041) | > loss_mel: 15.493985176086426 (16.155192044997506) | > loss_duration: 1.684594750404358 (1.665691830176675) | > amp_scaler: 128.0 (70.48250460405156) | > loss_1: 30.193557739257812 (31.782586422633948) | > grad_norm_1: tensor(1582.5155, device='cuda:0') (tensor(2007.3196, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.7112 (0.7347559959629405) | > loader_time: 0.0102 (0.011268411552049839)  --> TIME: 2025-02-19 20:34:49 -- STEP: 593/924 -- GLOBAL_STEP: 52000 | > loss_disc: 2.092312812805176 (2.2347619053083174) | > loss_disc_real_0: 0.09858466684818268 (0.11924231590775373) | > loss_disc_real_1: 0.19373171031475067 (0.1928188422126272) | > loss_disc_real_2: 0.17142152786254883 (0.19971995729117525) | > loss_disc_real_3: 0.1775030642747879 (0.20709160030591742) | > loss_disc_real_4: 0.17346420884132385 (0.21485716473895428) | > loss_disc_real_5: 0.2159808874130249 (0.20564253062864168) | > loss_0: 2.092312812805176 (2.2347619053083174) | > grad_norm_0: tensor(43.5921, device='cuda:0') (tensor(96.0472, device='cuda:0')) | > loss_gen: 2.8973145484924316 (2.794313341127879) | > loss_kl: 2.3408122062683105 (2.3479963748089165) | > loss_feat: 9.182031631469727 (8.827534071711632) | > loss_mel: 16.224794387817383 (16.14469641416911) | > loss_duration: 1.6562148332595825 (1.6651629951309799) | > amp_scaler: 64.0 (71.44688026981456) | > loss_1: 32.30116653442383 (31.77970327213281) | > grad_norm_1: tensor(1444.2784, device='cuda:0') (tensor(1999.6224, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.7428 (0.7353371226968494) | > loader_time: 0.0108 (0.01124922702525559) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_52000.pth  --> TIME: 2025-02-19 20:35:29 -- STEP: 643/924 -- GLOBAL_STEP: 52050 | > loss_disc: 2.2539615631103516 (2.233390617333525) | > loss_disc_real_0: 0.10679638385772705 (0.11939935325347988) | > loss_disc_real_1: 0.1679294854402542 (0.19244065201764535) | > loss_disc_real_2: 0.19895614683628082 (0.19976287398887088) | > loss_disc_real_3: 0.24111686646938324 (0.2071262416581899) | > loss_disc_real_4: 0.17941732704639435 (0.21482877238634776) | > loss_disc_real_5: 0.21650098264217377 (0.2053539187504009) | > loss_0: 2.2539615631103516 (2.233390617333525) | > grad_norm_0: tensor(88.1800, device='cuda:0') (tensor(96.4326, device='cuda:0')) | > loss_gen: 2.6401853561401367 (2.7945227697144017) | > loss_kl: 2.292405843734741 (2.3439707585478633) | > loss_feat: 8.356977462768555 (8.829825505127623) | > loss_mel: 15.607548713684082 (16.127012669576626) | > loss_duration: 1.5831323862075806 (1.6642280889336103) | > amp_scaler: 64.0 (70.8678071539659) | > loss_1: 30.480249404907227 (31.759559868653863) | > grad_norm_1: tensor(2682.1770, device='cuda:0') (tensor(2011.9596, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.7553 (0.7355051203797438) | > loader_time: 0.0113 (0.011308317050963511)  --> TIME: 2025-02-19 20:36:07 -- STEP: 693/924 -- GLOBAL_STEP: 52100 | > loss_disc: 2.3322293758392334 (2.233855360170119) | > loss_disc_real_0: 0.09064073860645294 (0.11994312747689381) | > loss_disc_real_1: 0.17300668358802795 (0.1924430929221117) | > loss_disc_real_2: 0.21076051890850067 (0.19939215227552995) | > loss_disc_real_3: 0.19572065770626068 (0.20719667110178197) | > loss_disc_real_4: 0.23996441066265106 (0.21490317101430415) | > loss_disc_real_5: 0.2871110141277313 (0.20561751774895232) | > loss_0: 2.3322293758392334 (2.233855360170119) | > grad_norm_0: tensor(81.9473, device='cuda:0') (tensor(97.7221, device='cuda:0')) | > loss_gen: 2.537904739379883 (2.7956207875393506) | > loss_kl: 2.4374425411224365 (2.342913293219232) | > loss_feat: 8.0657958984375 (8.841250608149727) | > loss_mel: 15.729689598083496 (16.142042001776534) | > loss_duration: 1.7236379384994507 (1.663772009839916) | > amp_scaler: 64.0 (70.37229437229445) | > loss_1: 30.49447250366211 (31.785598776901267) | > grad_norm_1: tensor(1551.3477, device='cuda:0') (tensor(2014.1624, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.7697 (0.7357114049435356) | > loader_time: 0.012 (0.011326839397479974)  --> TIME: 2025-02-19 20:36:45 -- STEP: 743/924 -- GLOBAL_STEP: 52150 | > loss_disc: 2.101435422897339 (2.2318623635521813) | > loss_disc_real_0: 0.11169677972793579 (0.11987536277215863) | > loss_disc_real_1: 0.17532230913639069 (0.1922402006259357) | > loss_disc_real_2: 0.19405563175678253 (0.1992612150203171) | > loss_disc_real_3: 0.19025126099586487 (0.20693170891956872) | > loss_disc_real_4: 0.19774122536182404 (0.21475664729786437) | > loss_disc_real_5: 0.1725076586008072 (0.2051689713631792) | > loss_0: 2.101435422897339 (2.2318623635521813) | > grad_norm_0: tensor(35.4956, device='cuda:0') (tensor(97.2888, device='cuda:0')) | > loss_gen: 3.0023512840270996 (2.795230177498118) | > loss_kl: 2.399111747741699 (2.3457184434739293) | > loss_feat: 9.306211471557617 (8.83816131448041) | > loss_mel: 15.218671798706055 (16.126601183237955) | > loss_duration: 1.6521005630493164 (1.662835296840078) | > amp_scaler: 64.0 (69.9434724091522) | > loss_1: 31.578449249267578 (31.768546483077078) | > grad_norm_1: tensor(1384.7711, device='cuda:0') (tensor(2021.5449, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.7426 (0.7362026552172084) | > loader_time: 0.0124 (0.011345562350862292)  --> TIME: 2025-02-19 20:37:22 -- STEP: 793/924 -- GLOBAL_STEP: 52200 | > loss_disc: 2.286609649658203 (2.2333915128383204) | > loss_disc_real_0: 0.10684642940759659 (0.1198820173740387) | > loss_disc_real_1: 0.1968129575252533 (0.1922895014286042) | > loss_disc_real_2: 0.19390347599983215 (0.19954454611333894) | > loss_disc_real_3: 0.19573533535003662 (0.20705134909210102) | > loss_disc_real_4: 0.2278459221124649 (0.2148668079967006) | > loss_disc_real_5: 0.20703135430812836 (0.2052678668032978) | > loss_0: 2.286609649658203 (2.2333915128383204) | > grad_norm_0: tensor(130.8628, device='cuda:0') (tensor(97.7950, device='cuda:0')) | > loss_gen: 2.6136386394500732 (2.793015179086902) | > loss_kl: 2.2919247150421143 (2.347225555104837) | > loss_feat: 8.109844207763672 (8.822509818540105) | > loss_mel: 14.384507179260254 (16.103636970135163) | > loss_duration: 1.6505151987075806 (1.6627291679983638) | > amp_scaler: 64.0 (69.5687263556117) | > loss_1: 29.05042839050293 (31.729116757309903) | > grad_norm_1: tensor(2585.5002, device='cuda:0') (tensor(2033.9807, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.674 (0.7361707546070579) | > loader_time: 0.0092 (0.01136072917664037)  --> TIME: 2025-02-19 20:38:00 -- STEP: 843/924 -- GLOBAL_STEP: 52250 | > loss_disc: 2.2788445949554443 (2.2334658364242803) | > loss_disc_real_0: 0.0856378823518753 (0.11997131548583295) | > loss_disc_real_1: 0.1815030425786972 (0.1922566407975495) | > loss_disc_real_2: 0.21187858283519745 (0.19954791841840688) | > loss_disc_real_3: 0.17900072038173676 (0.2070610324541727) | > loss_disc_real_4: 0.19616761803627014 (0.21485306403885818) | > loss_disc_real_5: 0.21813613176345825 (0.2054808982078997) | > loss_0: 2.2788445949554443 (2.2334658364242803) | > grad_norm_0: tensor(73.3091, device='cuda:0') (tensor(98.5377, device='cuda:0')) | > loss_gen: 2.7657134532928467 (2.7937572822593406) | > loss_kl: 2.356333017349243 (2.349102378881417) | > loss_feat: 8.719727516174316 (8.825157832986239) | > loss_mel: 15.647342681884766 (16.10180017758658) | > loss_duration: 1.644231915473938 (1.6619888422469373) | > amp_scaler: 64.0 (69.23843416370114) | > loss_1: 31.13334846496582 (31.731806568403684) | > grad_norm_1: tensor(2466.6311, device='cuda:0') (tensor(2039.7040, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.7712 (0.7363372406218546) | > loader_time: 0.0117 (0.011323356967803858)  --> TIME: 2025-02-19 20:38:38 -- STEP: 893/924 -- GLOBAL_STEP: 52300 | > loss_disc: 2.4001221656799316 (2.2339115572669876) | > loss_disc_real_0: 0.24429291486740112 (0.12040049442969271) | > loss_disc_real_1: 0.18926671147346497 (0.19241418708678995) | > loss_disc_real_2: 0.17145685851573944 (0.19961981940910237) | > loss_disc_real_3: 0.21868720650672913 (0.20692249560209292) | > loss_disc_real_4: 0.22792448103427887 (0.2147230677481862) | > loss_disc_real_5: 0.2128503918647766 (0.20553482780264304) | > loss_0: 2.4001221656799316 (2.2339115572669876) | > grad_norm_0: tensor(190.5634, device='cuda:0') (tensor(99.8669, device='cuda:0')) | > loss_gen: 2.691941499710083 (2.796338709578133) | > loss_kl: 2.4364423751831055 (2.3491774929597695) | > loss_feat: 8.627409934997559 (8.837876083335578) | > loss_mel: 15.381267547607422 (16.126857398739023) | > loss_duration: 1.6466584205627441 (1.661415018666899) | > amp_scaler: 64.0 (68.94512877939535) | > loss_1: 30.783720016479492 (31.771664770025957) | > grad_norm_1: tensor(1834.9751, device='cuda:0') (tensor(2039.3651, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.7384 (0.7361244527917163) | > loader_time: 0.0123 (0.011314140588946208)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2969040870666504 (2.2969040870666504) | > loss_disc_real_0: 0.0809452086687088 (0.0809452086687088) | > loss_disc_real_1: 0.18474946916103363 (0.18474946916103363) | > loss_disc_real_2: 0.17767402529716492 (0.17767402529716492) | > loss_disc_real_3: 0.20718616247177124 (0.20718616247177124) | > loss_disc_real_4: 0.19065405428409576 (0.19065405428409576) | > loss_disc_real_5: 0.1755959391593933 (0.1755959391593933) | > loss_0: 2.2969040870666504 (2.2969040870666504) | > loss_gen: 2.1794917583465576 (2.1794917583465576) | > loss_kl: 2.3146166801452637 (2.3146166801452637) | > loss_feat: 7.677817344665527 (7.677817344665527) | > loss_mel: 14.234180450439453 (14.234180450439453) | > loss_duration: 1.6911269426345825 (1.6911269426345825) | > loss_1: 28.097232818603516 (28.097232818603516)  --> STEP: 1 | > loss_disc: 2.2884349822998047 (2.2884349822998047) | > loss_disc_real_0: 0.08750753104686737 (0.08750753104686737) | > loss_disc_real_1: 0.18510793149471283 (0.18510793149471283) | > loss_disc_real_2: 0.2252604365348816 (0.2252604365348816) | > loss_disc_real_3: 0.22704440355300903 (0.22704440355300903) | > loss_disc_real_4: 0.20733651518821716 (0.20733651518821716) | > loss_disc_real_5: 0.16729773581027985 (0.16729773581027985) | > loss_0: 2.2884349822998047 (2.2884349822998047) | > loss_gen: 2.3474342823028564 (2.3474342823028564) | > loss_kl: 2.080111026763916 (2.080111026763916) | > loss_feat: 8.025908470153809 (8.025908470153809) | > loss_mel: 14.621994972229004 (14.621994972229004) | > loss_duration: 1.7037979364395142 (1.7037979364395142) | > loss_1: 28.77924919128418 (28.77924919128418)  --> STEP: 2 | > loss_disc: 2.2889106273651123 (2.2886728048324585) | > loss_disc_real_0: 0.08443580567836761 (0.08597166836261749) | > loss_disc_real_1: 0.18725410103797913 (0.18618101626634598) | > loss_disc_real_2: 0.20091338455677032 (0.21308691054582596) | > loss_disc_real_3: 0.2228756994009018 (0.2249600514769554) | > loss_disc_real_4: 0.20016145706176758 (0.20374898612499237) | > loss_disc_real_5: 0.20370222628116608 (0.18549998104572296) | > loss_0: 2.2889106273651123 (2.2886728048324585) | > loss_gen: 2.3497700691223145 (2.3486021757125854) | > loss_kl: 2.1287841796875 (2.104447603225708) | > loss_feat: 8.411429405212402 (8.218668937683105) | > loss_mel: 15.331672668457031 (14.976833820343018) | > loss_duration: 1.5964922904968262 (1.6501451134681702) | > loss_1: 29.81814956665039 (29.298699378967285)  --> STEP: 3 | > loss_disc: 2.2988767623901367 (2.292074124018351) | > loss_disc_real_0: 0.08782319724559784 (0.08658884465694427) | > loss_disc_real_1: 0.18661238253116608 (0.186324805021286) | > loss_disc_real_2: 0.2160324603319168 (0.21406876047452292) | > loss_disc_real_3: 0.2286081314086914 (0.2261760781208674) | > loss_disc_real_4: 0.22253575921058655 (0.21001124382019043) | > loss_disc_real_5: 0.18117953836917877 (0.1840598334868749) | > loss_0: 2.2988767623901367 (2.292074124018351) | > loss_gen: 2.383300542831421 (2.3601682980855307) | > loss_kl: 2.0948429107666016 (2.1012460390726724) | > loss_feat: 8.029520988464355 (8.155619621276855) | > loss_mel: 15.438261032104492 (15.130642890930176) | > loss_duration: 1.663100004196167 (1.6544634103775024) | > loss_1: 29.609025955200195 (29.402141571044922)  --> STEP: 4 | > loss_disc: 2.3842225074768066 (2.315111219882965) | > loss_disc_real_0: 0.10150860995054245 (0.09031878598034382) | > loss_disc_real_1: 0.20396706461906433 (0.1907353699207306) | > loss_disc_real_2: 0.21663536131381989 (0.21471041068434715) | > loss_disc_real_3: 0.23104901611804962 (0.22739431262016296) | > loss_disc_real_4: 0.2233186513185501 (0.21333809569478035) | > loss_disc_real_5: 0.22452154755592346 (0.19417526200413704) | > loss_0: 2.3842225074768066 (2.315111219882965) | > loss_gen: 2.3787689208984375 (2.3648184537887573) | > loss_kl: 2.117915630340576 (2.1054134368896484) | > loss_feat: 7.728103160858154 (8.04874050617218) | > loss_mel: 14.809183120727539 (15.050277948379517) | > loss_duration: 1.7771360874176025 (1.6851315796375275) | > loss_1: 28.811105728149414 (29.254382610321045)  --> STEP: 5 | > loss_disc: 1.9850049018859863 (2.2490899562835693) | > loss_disc_real_0: 0.04403780773282051 (0.08106259033083915) | > loss_disc_real_1: 0.19042955338954926 (0.19067420661449433) | > loss_disc_real_2: 0.21853487193584442 (0.21547530293464662) | > loss_disc_real_3: 0.1711624264717102 (0.21614793539047242) | > loss_disc_real_4: 0.17924931645393372 (0.20652033984661103) | > loss_disc_real_5: 0.2835676670074463 (0.2120537430047989) | > loss_0: 1.9850049018859863 (2.2490899562835693) | > loss_gen: 2.9322967529296875 (2.4783141136169435) | > loss_kl: 2.4350101947784424 (2.1713327884674074) | > loss_feat: 9.641678810119629 (8.36732816696167) | > loss_mel: 18.542245864868164 (15.748671531677246) | > loss_duration: 1.5480345487594604 (1.657712173461914) | > loss_1: 35.099266052246094 (30.423359298706053) --> EVAL PERFORMANCE | > avg_loader_time: 0.15512094497680665 (-0.0024115562438964677) | > avg_loss_disc: 2.2490899562835693 (-0.04222936630249041) | > avg_loss_disc_real_0: 0.08106259033083915 (-0.018377267569303524) | > avg_loss_disc_real_1: 0.19067420661449433 (-0.02263970673084259) | > avg_loss_disc_real_2: 0.21547530293464662 (+0.03229193091392518) | > avg_loss_disc_real_3: 0.21614793539047242 (-0.007294368743896468) | > avg_loss_disc_real_4: 0.20652033984661103 (-0.023989376425743086) | > avg_loss_disc_real_5: 0.2120537430047989 (-0.025679248571395863) | > avg_loss_0: 2.2490899562835693 (-0.04222936630249041) | > avg_loss_gen: 2.4783141136169435 (+0.01663227081298846) | > avg_loss_kl: 2.1713327884674074 (-0.06396908760070774) | > avg_loss_feat: 8.36732816696167 (-0.024217700958251598) | > avg_loss_mel: 15.748671531677246 (+0.025089645385742543) | > avg_loss_duration: 1.657712173461914 (-0.007205867767334118) | > avg_loss_1: 30.423359298706053 (-0.053670501708985796)  > EPOCH: 7/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-19 20:39:08)   --> TIME: 2025-02-19 20:39:25 -- STEP: 19/924 -- GLOBAL_STEP: 52350 | > loss_disc: 2.1691906452178955 (2.2532248998943127) | > loss_disc_real_0: 0.10099894553422928 (0.13208073808958656) | > loss_disc_real_1: 0.18914835155010223 (0.1936628159723784) | > loss_disc_real_2: 0.21506479382514954 (0.19604479874435224) | > loss_disc_real_3: 0.22677063941955566 (0.21113708536875875) | > loss_disc_real_4: 0.21526846289634705 (0.21521189103001043) | > loss_disc_real_5: 0.1883196234703064 (0.20846377548418546) | > loss_0: 2.1691906452178955 (2.2532248998943127) | > grad_norm_0: tensor(124.3834, device='cuda:0') (tensor(133.3267, device='cuda:0')) | > loss_gen: 2.7314612865448 (2.795963488127056) | > loss_kl: 2.2304294109344482 (2.2997265363994397) | > loss_feat: 9.14741325378418 (8.818354882692036) | > loss_mel: 16.516956329345703 (16.018793206465872) | > loss_duration: 1.660091519355774 (1.6440795346310264) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.28635025024414 (31.57691684522127) | > grad_norm_1: tensor(2434.5984, device='cuda:0') (tensor(2236.7556, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.7354 (0.7382326126098633) | > loader_time: 0.0111 (0.010803285397981343)  --> TIME: 2025-02-19 20:40:02 -- STEP: 69/924 -- GLOBAL_STEP: 52400 | > loss_disc: 2.2610573768615723 (2.2257600815399834) | > loss_disc_real_0: 0.10424240678548813 (0.12455523073457289) | > loss_disc_real_1: 0.1604420393705368 (0.19058764715125595) | > loss_disc_real_2: 0.1892259418964386 (0.19854147019593613) | > loss_disc_real_3: 0.17136752605438232 (0.20467363125172214) | > loss_disc_real_4: 0.21180123090744019 (0.21448909869228583) | > loss_disc_real_5: 0.18924255669116974 (0.20352180971615558) | > loss_0: 2.2610573768615723 (2.2257600815399834) | > grad_norm_0: tensor(79.5290, device='cuda:0') (tensor(114.2991, device='cuda:0')) | > loss_gen: 2.839416742324829 (2.802181869313337) | > loss_kl: 2.34512996673584 (2.3415883727695626) | > loss_feat: 8.853626251220703 (8.834796981535096) | > loss_mel: 16.630895614624023 (16.00574570807858) | > loss_duration: 1.72611665725708 (1.656300691590793) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.39518356323242 (31.640613279480863) | > grad_norm_1: tensor(2687.6946, device='cuda:0') (tensor(2159.1826, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.7345 (0.7330794507178707) | > loader_time: 0.0107 (0.01085993172465891)  --> TIME: 2025-02-19 20:40:39 -- STEP: 119/924 -- GLOBAL_STEP: 52450 | > loss_disc: 2.318044424057007 (2.2385631429047153) | > loss_disc_real_0: 0.21412315964698792 (0.12574710703196648) | > loss_disc_real_1: 0.18658730387687683 (0.1923349703810796) | > loss_disc_real_2: 0.1898116022348404 (0.20139098267595307) | > loss_disc_real_3: 0.20129144191741943 (0.2050935123898402) | > loss_disc_real_4: 0.1993754357099533 (0.2153914667227689) | > loss_disc_real_5: 0.2083115428686142 (0.20304292841117927) | > loss_0: 2.318044424057007 (2.2385631429047153) | > grad_norm_0: tensor(187.0848, device='cuda:0') (tensor(109.4660, device='cuda:0')) | > loss_gen: 2.7121403217315674 (2.798495102329415) | > loss_kl: 2.2944295406341553 (2.3330680843160936) | > loss_feat: 8.215107917785645 (8.806907966357315) | > loss_mel: 15.02631664276123 (16.068767611719984) | > loss_duration: 1.6481127738952637 (1.6601078450178899) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.896108627319336 (31.66734647350151) | > grad_norm_1: tensor(906.1899, device='cuda:0') (tensor(1972.4072, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.6739 (0.7333602103866449) | > loader_time: 0.0091 (0.01099962747397543)  --> TIME: 2025-02-19 20:41:17 -- STEP: 169/924 -- GLOBAL_STEP: 52500 | > loss_disc: 2.114962577819824 (2.232726610623875) | > loss_disc_real_0: 0.07001131772994995 (0.1194975804868182) | > loss_disc_real_1: 0.19538885354995728 (0.19264388939685362) | > loss_disc_real_2: 0.16849486529827118 (0.2010307727304437) | > loss_disc_real_3: 0.20209643244743347 (0.20548266719078875) | > loss_disc_real_4: 0.21774715185165405 (0.21498056258675616) | > loss_disc_real_5: 0.1748768836259842 (0.20413834773577177) | > loss_0: 2.114962577819824 (2.232726610623875) | > grad_norm_0: tensor(54.6049, device='cuda:0') (tensor(98.4022, device='cuda:0')) | > loss_gen: 2.753399133682251 (2.799673627819534) | > loss_kl: 2.4073617458343506 (2.357555324509299) | > loss_feat: 8.999603271484375 (8.81455837904349) | > loss_mel: 16.4671573638916 (16.131810216508672) | > loss_duration: 1.6172866821289062 (1.659262999275027) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.244808197021484 (31.762860484377168) | > grad_norm_1: tensor(1626.9980, device='cuda:0') (tensor(1782.4131, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.7534 (0.7339088493550319) | > loader_time: 0.0101 (0.011030359381049341)  --> TIME: 2025-02-19 20:41:55 -- STEP: 219/924 -- GLOBAL_STEP: 52550 | > loss_disc: 2.3470935821533203 (2.224359001743195) | > loss_disc_real_0: 0.1375032514333725 (0.11776734946389178) | > loss_disc_real_1: 0.16038767993450165 (0.1924677095865005) | > loss_disc_real_2: 0.20010095834732056 (0.19970629673842433) | > loss_disc_real_3: 0.22602900862693787 (0.20481459122814544) | > loss_disc_real_4: 0.20986135303974152 (0.21459978553530287) | > loss_disc_real_5: 0.2655143141746521 (0.20414266983668009) | > loss_0: 2.3470935821533203 (2.224359001743195) | > grad_norm_0: tensor(170.9961, device='cuda:0') (tensor(98.7108, device='cuda:0')) | > loss_gen: 2.6017284393310547 (2.802140439482038) | > loss_kl: 2.385047435760498 (2.3623389239724903) | > loss_feat: 8.239367485046387 (8.843261176592677) | > loss_mel: 16.215179443359375 (16.14067270548921) | > loss_duration: 1.6871730089187622 (1.6565094244534566) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.128496170043945 (31.804922626443105) | > grad_norm_1: tensor(2377.5591, device='cuda:0') (tensor(1828.6677, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.6937 (0.7347319605143647) | > loader_time: 0.0099 (0.011038186887627865)  --> TIME: 2025-02-19 20:42:32 -- STEP: 269/924 -- GLOBAL_STEP: 52600 | > loss_disc: 2.3192946910858154 (2.228797733562143) | > loss_disc_real_0: 0.09047039598226547 (0.11879584675163142) | > loss_disc_real_1: 0.2148638367652893 (0.1927075023212397) | > loss_disc_real_2: 0.18875963985919952 (0.2004103230167056) | > loss_disc_real_3: 0.2239200919866562 (0.20435848172934082) | > loss_disc_real_4: 0.2223147600889206 (0.2141958830746576) | > loss_disc_real_5: 0.17033903300762177 (0.20435704401656155) | > loss_0: 2.3192946910858154 (2.228797733562143) | > grad_norm_0: tensor(88.8994, device='cuda:0') (tensor(98.3321, device='cuda:0')) | > loss_gen: 2.751194715499878 (2.796896947803992) | > loss_kl: 2.420633554458618 (2.365744176850442) | > loss_feat: 8.185776710510254 (8.83032746651802) | > loss_mel: 17.64295196533203 (16.133662645701587) | > loss_duration: 1.690355658531189 (1.6567470659553782) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.690914154052734 (31.783378310363087) | > grad_norm_1: tensor(1894.4875, device='cuda:0') (tensor(1770.9258, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.7361 (0.7352042703380371) | > loader_time: 0.0104 (0.011053835149148138)  --> TIME: 2025-02-19 20:43:10 -- STEP: 319/924 -- GLOBAL_STEP: 52650 | > loss_disc: 2.110105514526367 (2.2310677419261875) | > loss_disc_real_0: 0.1314620077610016 (0.11840500046139975) | > loss_disc_real_1: 0.19371441006660461 (0.19348125538108488) | > loss_disc_real_2: 0.18677718937397003 (0.2006009219675602) | > loss_disc_real_3: 0.2292996346950531 (0.20483756261559494) | > loss_disc_real_4: 0.23758463561534882 (0.21447783657189073) | > loss_disc_real_5: 0.2073126882314682 (0.2043087591291594) | > loss_0: 2.110105514526367 (2.2310677419261875) | > grad_norm_0: tensor(74.6364, device='cuda:0') (tensor(95.6303, device='cuda:0')) | > loss_gen: 3.1281001567840576 (2.7992237062663476) | > loss_kl: 2.379230499267578 (2.364960421589099) | > loss_feat: 8.75192928314209 (8.84573444378414) | > loss_mel: 16.01361846923828 (16.168270861467235) | > loss_duration: 1.6196173429489136 (1.6557008211141844) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.89249610900879 (31.833890263189716) | > grad_norm_1: tensor(1079.5487, device='cuda:0') (tensor(1742.2942, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.7584 (0.7366630238799089) | > loader_time: 0.0112 (0.011168476182465272)  --> TIME: 2025-02-19 20:43:48 -- STEP: 369/924 -- GLOBAL_STEP: 52700 | > loss_disc: 2.0368921756744385 (2.233445329071705) | > loss_disc_real_0: 0.11126049607992172 (0.1198202558669456) | > loss_disc_real_1: 0.2188531458377838 (0.19345520715403364) | > loss_disc_real_2: 0.1570381075143814 (0.20002614022270446) | > loss_disc_real_3: 0.2102234661579132 (0.20557414164872678) | > loss_disc_real_4: 0.17417819797992706 (0.2139859984964536) | > loss_disc_real_5: 0.21023957431316376 (0.20461765145706282) | > loss_0: 2.0368921756744385 (2.233445329071705) | > grad_norm_0: tensor(45.1123, device='cuda:0') (tensor(95.7048, device='cuda:0')) | > loss_gen: 2.9470901489257812 (2.7915759228755466) | > loss_kl: 2.3526980876922607 (2.3608744900401035) | > loss_feat: 10.400938987731934 (8.828249546247452) | > loss_mel: 17.68085479736328 (16.15227708325478) | > loss_duration: 1.681169867515564 (1.6552455228195604) | > amp_scaler: 64.0 (64.0) | > loss_1: 35.0627555847168 (31.788222604973853) | > grad_norm_1: tensor(2007.7333, device='cuda:0') (tensor(1736.2057, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.703 (0.7373587012614012) | > loader_time: 0.0097 (0.011219397469910828)  --> TIME: 2025-02-19 20:44:26 -- STEP: 419/924 -- GLOBAL_STEP: 52750 | > loss_disc: 2.2103705406188965 (2.2381431646733954) | > loss_disc_real_0: 0.08803617209196091 (0.12066229938713918) | > loss_disc_real_1: 0.1847417652606964 (0.19375440392972176) | > loss_disc_real_2: 0.20493541657924652 (0.20023039932893963) | > loss_disc_real_3: 0.22859817743301392 (0.20617880599310975) | > loss_disc_real_4: 0.21883541345596313 (0.2145188149944979) | > loss_disc_real_5: 0.20508664846420288 (0.20501955571920027) | > loss_0: 2.2103705406188965 (2.2381431646733954) | > grad_norm_0: tensor(64.8419, device='cuda:0') (tensor(96.6604, device='cuda:0')) | > loss_gen: 2.6636276245117188 (2.790371889715263) | > loss_kl: 2.2539942264556885 (2.3572154432037276) | > loss_feat: 8.195989608764648 (8.811325164285085) | > loss_mel: 16.461278915405273 (16.1422893210072) | > loss_duration: 1.6402380466461182 (1.654400334722387) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.21512794494629 (31.755602187928265) | > grad_norm_1: tensor(2021.4133, device='cuda:0') (tensor(1761.7750, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.7532 (0.7379700204353057) | > loader_time: 0.0133 (0.011239004590346309)  --> TIME: 2025-02-19 20:45:04 -- STEP: 469/924 -- GLOBAL_STEP: 52800 | > loss_disc: 2.200049638748169 (2.2418074628183304) | > loss_disc_real_0: 0.11385825276374817 (0.12161022331764194) | > loss_disc_real_1: 0.22661080956459045 (0.1939168409116741) | > loss_disc_real_2: 0.2139488011598587 (0.20015234800417028) | > loss_disc_real_3: 0.18589426577091217 (0.2062258169468024) | > loss_disc_real_4: 0.22668805718421936 (0.2144929162665471) | > loss_disc_real_5: 0.21771056950092316 (0.2051705170923204) | > loss_0: 2.200049638748169 (2.2418074628183304) | > grad_norm_0: tensor(42.6401, device='cuda:0') (tensor(96.9095, device='cuda:0')) | > loss_gen: 3.002120018005371 (2.7824283561218524) | > loss_kl: 2.280771493911743 (2.3514158837576655) | > loss_feat: 8.916364669799805 (8.7760865632405) | > loss_mel: 16.152873992919922 (16.096540615756897) | > loss_duration: 1.6873512268066406 (1.6539702245167323) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.03948211669922 (31.660441673132404) | > grad_norm_1: tensor(1850.4504, device='cuda:0') (tensor(1790.2823, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.7998 (0.7391167398708968) | > loader_time: 0.0115 (0.011276128195496258)  --> TIME: 2025-02-19 20:45:42 -- STEP: 519/924 -- GLOBAL_STEP: 52850 | > loss_disc: 2.1705312728881836 (2.2391439230685495) | > loss_disc_real_0: 0.11029461026191711 (0.12145881931905801) | > loss_disc_real_1: 0.1977442353963852 (0.1937464262306805) | > loss_disc_real_2: 0.18947967886924744 (0.19978435199729278) | > loss_disc_real_3: 0.22829554975032806 (0.20620192504112894) | > loss_disc_real_4: 0.22037166357040405 (0.2143593944738366) | > loss_disc_real_5: 0.17077574133872986 (0.2049568497319212) | > loss_0: 2.1705312728881836 (2.2391439230685495) | > grad_norm_0: tensor(86.1632, device='cuda:0') (tensor(98.4888, device='cuda:0')) | > loss_gen: 2.7002604007720947 (2.78643002124191) | > loss_kl: 2.4546144008636475 (2.3531446539597694) | > loss_feat: 8.654596328735352 (8.795937250574669) | > loss_mel: 15.144624710083008 (16.101600804999627) | > loss_duration: 1.6875247955322266 (1.653334768291613) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.641620635986328 (31.690447511470847) | > grad_norm_1: tensor(2001.8628, device='cuda:0') (tensor(1827.0261, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.7281 (0.7393261734001437) | > loader_time: 0.011 (0.011329836009325092)  --> TIME: 2025-02-19 20:46:20 -- STEP: 569/924 -- GLOBAL_STEP: 52900 | > loss_disc: 2.197983980178833 (2.238631001046753) | > loss_disc_real_0: 0.07916519045829773 (0.12092762585788285) | > loss_disc_real_1: 0.1848629117012024 (0.19391948778201912) | > loss_disc_real_2: 0.1929464191198349 (0.19954017386076098) | > loss_disc_real_3: 0.21830077469348907 (0.20640722341403395) | > loss_disc_real_4: 0.23408883810043335 (0.2142795144411717) | > loss_disc_real_5: 0.23117725551128387 (0.20498064003216981) | > loss_0: 2.197983980178833 (2.238631001046753) | > grad_norm_0: tensor(104.4937, device='cuda:0') (tensor(97.9258, device='cuda:0')) | > loss_gen: 2.9849276542663574 (2.7866141624316594) | > loss_kl: 2.238003730773926 (2.349357796888568) | > loss_feat: 8.367790222167969 (8.79448146099366) | > loss_mel: 15.50232982635498 (16.083276105052768) | > loss_duration: 1.6107032299041748 (1.6529784296853678) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.703754425048828 (31.666707952328434) | > grad_norm_1: tensor(2151.1208, device='cuda:0') (tensor(1850.8291, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.7501 (0.7395526637930439) | > loader_time: 0.0096 (0.011384613275108943)  --> TIME: 2025-02-19 20:46:58 -- STEP: 619/924 -- GLOBAL_STEP: 52950 | > loss_disc: 2.2411770820617676 (2.2403825752569486) | > loss_disc_real_0: 0.1861339509487152 (0.12145315441686617) | > loss_disc_real_1: 0.22192537784576416 (0.1942585049037594) | > loss_disc_real_2: 0.1993415653705597 (0.19980341682333916) | > loss_disc_real_3: 0.18893355131149292 (0.20647655470787232) | > loss_disc_real_4: 0.23553191125392914 (0.21410046893387108) | > loss_disc_real_5: 0.1960659921169281 (0.20529303859816994) | > loss_0: 2.2411770820617676 (2.2403825752569486) | > grad_norm_0: tensor(89.8098, device='cuda:0') (tensor(98.4370, device='cuda:0')) | > loss_gen: 2.8380208015441895 (2.7854626725679057) | > loss_kl: 2.3219497203826904 (2.3505014406459965) | > loss_feat: 8.504508018493652 (8.788257663585076) | > loss_mel: 16.180753707885742 (16.06802609741015) | > loss_duration: 1.6351685523986816 (1.6527165076266572) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.48040008544922 (31.64496437836926) | > grad_norm_1: tensor(1686.8085, device='cuda:0') (tensor(1867.7789, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.7597 (0.7395146528623017) | > loader_time: 0.0111 (0.011415839773002465)  --> TIME: 2025-02-19 20:47:36 -- STEP: 669/924 -- GLOBAL_STEP: 53000 | > loss_disc: 2.1340503692626953 (2.2393214016573637) | > loss_disc_real_0: 0.048692330718040466 (0.12106401456021586) | > loss_disc_real_1: 0.16236361861228943 (0.19413193906636525) | > loss_disc_real_2: 0.18938617408275604 (0.1998023877897603) | > loss_disc_real_3: 0.20503665506839752 (0.20628320103892658) | > loss_disc_real_4: 0.23214957118034363 (0.21432169939994092) | > loss_disc_real_5: 0.21219806373119354 (0.2051610121411593) | > loss_0: 2.1340503692626953 (2.2393214016573637) | > grad_norm_0: tensor(18.8496, device='cuda:0') (tensor(97.2972, device='cuda:0')) | > loss_gen: 2.823942184448242 (2.784864037560771) | > loss_kl: 2.479386806488037 (2.352161308040533) | > loss_feat: 9.37785816192627 (8.79085990808827) | > loss_mel: 16.85230827331543 (16.064389858901606) | > loss_duration: 1.597025990486145 (1.6523734172541633) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.13051986694336 (31.644648522004953) | > grad_norm_1: tensor(233.5359, device='cuda:0') (tensor(1847.9078, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.6925 (0.7394682377443178) | > loader_time: 0.0098 (0.011431705078558355) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_53000.pth  --> TIME: 2025-02-19 20:48:16 -- STEP: 719/924 -- GLOBAL_STEP: 53050 | > loss_disc: 1.9945199489593506 (2.2396260914451025) | > loss_disc_real_0: 0.06674249470233917 (0.11964749564547532) | > loss_disc_real_1: 0.1969337910413742 (0.19463721359140856) | > loss_disc_real_2: 0.1915673166513443 (0.20011962554385151) | > loss_disc_real_3: 0.18706925213336945 (0.2063101366348824) | > loss_disc_real_4: 0.23288671672344208 (0.21460220725463386) | > loss_disc_real_5: 0.19803008437156677 (0.20518432310957238) | > loss_0: 1.9945199489593506 (2.2396260914451025) | > grad_norm_0: tensor(46.4433, device='cuda:0') (tensor(96.0748, device='cuda:0')) | > loss_gen: 3.077230453491211 (2.7890515128495106) | > loss_kl: 2.4410548210144043 (2.3522015680689803) | > loss_feat: 10.069575309753418 (8.795183595596342) | > loss_mel: 16.466419219970703 (16.066378585486497) | > loss_duration: 1.6513359546661377 (1.6528119109104662) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.70561599731445 (31.655627175067163) | > grad_norm_1: tensor(522.5006, device='cuda:0') (tensor(1790.6064, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.7287 (0.7403768561314136) | > loader_time: 0.0109 (0.011444698288642979)  --> TIME: 2025-02-19 20:48:54 -- STEP: 769/924 -- GLOBAL_STEP: 53100 | > loss_disc: 2.1034603118896484 (2.2402497920630315) | > loss_disc_real_0: 0.12287299335002899 (0.11947881190108695) | > loss_disc_real_1: 0.17568714916706085 (0.19466899658985667) | > loss_disc_real_2: 0.20650969445705414 (0.2000824993546513) | > loss_disc_real_3: 0.20617365837097168 (0.20652845852629265) | > loss_disc_real_4: 0.18309558928012848 (0.2146591003717774) | > loss_disc_real_5: 0.16893711686134338 (0.20514110238406377) | > loss_0: 2.1034603118896484 (2.2402497920630315) | > grad_norm_0: tensor(26.9207, device='cuda:0') (tensor(95.1262, device='cuda:0')) | > loss_gen: 2.884721517562866 (2.787450665460294) | > loss_kl: 2.1722731590270996 (2.3496260483336227) | > loss_feat: 9.291497230529785 (8.788080936600554) | > loss_mel: 16.558382034301758 (16.059661107503555) | > loss_duration: 1.6543793678283691 (1.6532947631124084) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.56125259399414 (31.638113525350942) | > grad_norm_1: tensor(2270.4014, device='cuda:0') (tensor(1786.8857, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.7554 (0.7407187531921419) | > loader_time: 0.0102 (0.011416039324240814)  --> TIME: 2025-02-19 20:49:32 -- STEP: 819/924 -- GLOBAL_STEP: 53150 | > loss_disc: 2.1774303913116455 (2.2399488317806333) | > loss_disc_real_0: 0.07884794473648071 (0.12006310907548455) | > loss_disc_real_1: 0.2028840333223343 (0.19444997564995253) | > loss_disc_real_2: 0.19076208770275116 (0.20009345141886486) | > loss_disc_real_3: 0.21746067702770233 (0.2065015106083273) | > loss_disc_real_4: 0.23330537974834442 (0.21461815529836106) | > loss_disc_real_5: 0.20241676270961761 (0.20508187721791576) | > loss_0: 2.1774303913116455 (2.2399488317806333) | > grad_norm_0: tensor(120.0324, device='cuda:0') (tensor(95.9645, device='cuda:0')) | > loss_gen: 2.867802381515503 (2.7885474486228725) | > loss_kl: 2.271976947784424 (2.3476949746792126) | > loss_feat: 9.206843376159668 (8.78802957639591) | > loss_mel: 16.59681510925293 (16.056601574423848) | > loss_duration: 1.638000249862671 (1.653207868592351) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.58143615722656 (31.634081434126447) | > grad_norm_1: tensor(2688.1326, device='cuda:0') (tensor(1803.4738, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.7619 (0.7405996890295112) | > loader_time: 0.012 (0.0113832216996413)  --> TIME: 2025-02-19 20:50:10 -- STEP: 869/924 -- GLOBAL_STEP: 53200 | > loss_disc: 2.1430234909057617 (2.238413959021398) | > loss_disc_real_0: 0.13063588738441467 (0.11975784996745227) | > loss_disc_real_1: 0.17053647339344025 (0.1942195386140339) | > loss_disc_real_2: 0.19886396825313568 (0.19998140482208385) | > loss_disc_real_3: 0.17809055745601654 (0.20641251023262913) | > loss_disc_real_4: 0.2313447743654251 (0.21462155178926612) | > loss_disc_real_5: 0.2097422033548355 (0.2049676933860614) | > loss_0: 2.1430234909057617 (2.238413959021398) | > grad_norm_0: tensor(133.5264, device='cuda:0') (tensor(95.9495, device='cuda:0')) | > loss_gen: 2.975625991821289 (2.788064575305054) | > loss_kl: 2.419804573059082 (2.347553483224437) | > loss_feat: 8.688321113586426 (8.785645573816872) | > loss_mel: 16.225082397460938 (16.0575024261299) | > loss_duration: 1.629995346069336 (1.6529032026253572) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.93882942199707 (31.631669251910562) | > grad_norm_1: tensor(2400.3540, device='cuda:0') (tensor(1820.8525, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.7311 (0.7404083097214248) | > loader_time: 0.0114 (0.011359319588120156)  --> TIME: 2025-02-19 20:50:47 -- STEP: 919/924 -- GLOBAL_STEP: 53250 | > loss_disc: 2.2726778984069824 (2.238873273296377) | > loss_disc_real_0: 0.17446266114711761 (0.12020037311886288) | > loss_disc_real_1: 0.17420043051242828 (0.194201123224768) | > loss_disc_real_2: 0.24246567487716675 (0.20000990459916368) | > loss_disc_real_3: 0.22992785274982452 (0.20628055093467434) | > loss_disc_real_4: 0.22441276907920837 (0.21463429407339224) | > loss_disc_real_5: 0.21702736616134644 (0.20495026554583984) | > loss_0: 2.2726778984069824 (2.238873273296377) | > grad_norm_0: tensor(151.8117, device='cuda:0') (tensor(95.6632, device='cuda:0')) | > loss_gen: 2.737384080886841 (2.7874684725544507) | > loss_kl: 2.4792914390563965 (2.349545638242147) | > loss_feat: 8.676599502563477 (8.785960270608744) | > loss_mel: 17.293224334716797 (16.066278336227132) | > loss_duration: 1.6406739950180054 (1.652393800130476) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.82717514038086 (31.641646496230035) | > grad_norm_1: tensor(2760.3904, device='cuda:0') (tensor(1829.1549, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.7528 (0.7400437465040929) | > loader_time: 0.0109 (0.011329520384297668)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3531367778778076 (2.3531367778778076) | > loss_disc_real_0: 0.1646648496389389 (0.1646648496389389) | > loss_disc_real_1: 0.1845998764038086 (0.1845998764038086) | > loss_disc_real_2: 0.22245308756828308 (0.22245308756828308) | > loss_disc_real_3: 0.2117621898651123 (0.2117621898651123) | > loss_disc_real_4: 0.2198915034532547 (0.2198915034532547) | > loss_disc_real_5: 0.20651915669441223 (0.20651915669441223) | > loss_0: 2.3531367778778076 (2.3531367778778076) | > loss_gen: 2.3689069747924805 (2.3689069747924805) | > loss_kl: 2.1693718433380127 (2.1693718433380127) | > loss_feat: 7.158003330230713 (7.158003330230713) | > loss_mel: 13.573866844177246 (13.573866844177246) | > loss_duration: 1.6880520582199097 (1.6880520582199097) | > loss_1: 26.958200454711914 (26.958200454711914)  --> STEP: 1 | > loss_disc: 2.31988525390625 (2.31988525390625) | > loss_disc_real_0: 0.15265685319900513 (0.15265685319900513) | > loss_disc_real_1: 0.1732422411441803 (0.1732422411441803) | > loss_disc_real_2: 0.22189068794250488 (0.22189068794250488) | > loss_disc_real_3: 0.19284479320049286 (0.19284479320049286) | > loss_disc_real_4: 0.21128490567207336 (0.21128490567207336) | > loss_disc_real_5: 0.23255066573619843 (0.23255066573619843) | > loss_0: 2.31988525390625 (2.31988525390625) | > loss_gen: 2.401427984237671 (2.401427984237671) | > loss_kl: 1.9927616119384766 (1.9927616119384766) | > loss_feat: 8.029168128967285 (8.029168128967285) | > loss_mel: 14.78648567199707 (14.78648567199707) | > loss_duration: 1.7008411884307861 (1.7008411884307861) | > loss_1: 28.91068458557129 (28.91068458557129)  --> STEP: 2 | > loss_disc: 2.4023375511169434 (2.3611114025115967) | > loss_disc_real_0: 0.15154032409191132 (0.15209858864545822) | > loss_disc_real_1: 0.19549015164375305 (0.18436619639396667) | > loss_disc_real_2: 0.2223464846611023 (0.2221185863018036) | > loss_disc_real_3: 0.19342057406902313 (0.193132683634758) | > loss_disc_real_4: 0.21912916004657745 (0.2152070328593254) | > loss_disc_real_5: 0.21301427483558655 (0.2227824702858925) | > loss_0: 2.4023375511169434 (2.3611114025115967) | > loss_gen: 2.2971079349517822 (2.3492679595947266) | > loss_kl: 2.1389055252075195 (2.065833568572998) | > loss_feat: 7.263044357299805 (7.646106243133545) | > loss_mel: 14.087455749511719 (14.436970710754395) | > loss_duration: 1.5869516134262085 (1.6438964009284973) | > loss_1: 27.37346649169922 (28.142075538635254)  --> STEP: 3 | > loss_disc: 2.1697075366973877 (2.2973101139068604) | > loss_disc_real_0: 0.13412067294120789 (0.14610595007737479) | > loss_disc_real_1: 0.18406794965267181 (0.18426678081353506) | > loss_disc_real_2: 0.2042728066444397 (0.21616999308268228) | > loss_disc_real_3: 0.1726454496383667 (0.1863036056359609) | > loss_disc_real_4: 0.23280467092990875 (0.22107291221618652) | > loss_disc_real_5: 0.2047496885061264 (0.21677154302597046) | > loss_0: 2.1697075366973877 (2.2973101139068604) | > loss_gen: 2.6982879638671875 (2.4656079610188804) | > loss_kl: 2.134655475616455 (2.0887742042541504) | > loss_feat: 8.863452911376953 (8.051888465881348) | > loss_mel: 17.146696090698242 (15.34021250406901) | > loss_duration: 1.663569450378418 (1.650454084078471) | > loss_1: 32.50666046142578 (29.59693717956543)  --> STEP: 4 | > loss_disc: 2.324183940887451 (2.304028570652008) | > loss_disc_real_0: 0.1446918100118637 (0.145752415060997) | > loss_disc_real_1: 0.18201564252376556 (0.18370399624109268) | > loss_disc_real_2: 0.20920689404010773 (0.21442921832203865) | > loss_disc_real_3: 0.1993885636329651 (0.18957484513521194) | > loss_disc_real_4: 0.22381824254989624 (0.22175924479961395) | > loss_disc_real_5: 0.21995000541210175 (0.21756615862250328) | > loss_0: 2.324183940887451 (2.304028570652008) | > loss_gen: 2.3717429637908936 (2.4421417117118835) | > loss_kl: 2.04937481880188 (2.0789243578910828) | > loss_feat: 7.735736846923828 (7.972850561141968) | > loss_mel: 14.500067710876465 (15.130176305770874) | > loss_duration: 1.793796420097351 (1.686289668083191) | > loss_1: 28.45071792602539 (29.31038236618042)  --> STEP: 5 | > loss_disc: 2.1150660514831543 (2.2662360668182373) | > loss_disc_real_0: 0.11471232771873474 (0.13954439759254456) | > loss_disc_real_1: 0.16533426940441132 (0.1800300508737564) | > loss_disc_real_2: 0.18535329401493073 (0.20861403346061708) | > loss_disc_real_3: 0.18613876402378082 (0.1888876289129257) | > loss_disc_real_4: 0.19109074771404266 (0.2156255453824997) | > loss_disc_real_5: 0.23056091368198395 (0.22016510963439942) | > loss_0: 2.1150660514831543 (2.2662360668182373) | > loss_gen: 2.514575719833374 (2.456628513336182) | > loss_kl: 2.558194398880005 (2.174778366088867) | > loss_feat: 8.433682441711426 (8.065016937255859) | > loss_mel: 18.139820098876953 (15.73210506439209) | > loss_duration: 1.5365915298461914 (1.656350040435791) | > loss_1: 33.182865142822266 (30.08487892150879) --> EVAL PERFORMANCE | > avg_loader_time: 0.15453357696533204 (-0.0005873680114746038) | > avg_loss_disc: 2.2662360668182373 (+0.01714611053466797) | > avg_loss_disc_real_0: 0.13954439759254456 (+0.058481807261705404) | > avg_loss_disc_real_1: 0.1800300508737564 (-0.010644155740737932) | > avg_loss_disc_real_2: 0.20861403346061708 (-0.006861269474029541) | > avg_loss_disc_real_3: 0.1888876289129257 (-0.02726030647754671) | > avg_loss_disc_real_4: 0.2156255453824997 (+0.009105205535888672) | > avg_loss_disc_real_5: 0.22016510963439942 (+0.00811136662960052) | > avg_loss_0: 2.2662360668182373 (+0.01714611053466797) | > avg_loss_gen: 2.456628513336182 (-0.02168560028076172) | > avg_loss_kl: 2.174778366088867 (+0.0034455776214596945) | > avg_loss_feat: 8.065016937255859 (-0.30231122970581126) | > avg_loss_mel: 15.73210506439209 (-0.01656646728515554) | > avg_loss_duration: 1.656350040435791 (-0.0013621330261230913) | > avg_loss_1: 30.08487892150879 (-0.3384803771972642)  > EPOCH: 8/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-19 20:50:59)   --> TIME: 2025-02-19 20:51:35 -- STEP: 45/924 -- GLOBAL_STEP: 53300 | > loss_disc: 2.22216796875 (2.2885541174146864) | > loss_disc_real_0: 0.07649566978216171 (0.14136744423045047) | > loss_disc_real_1: 0.1790640503168106 (0.19488134367598428) | > loss_disc_real_2: 0.17000873386859894 (0.20155600011348723) | > loss_disc_real_3: 0.21630993485450745 (0.21018725633621216) | > loss_disc_real_4: 0.2479672133922577 (0.21713617179128858) | > loss_disc_real_5: 0.17492736876010895 (0.2032886435588201) | > loss_0: 2.22216796875 (2.2885541174146864) | > grad_norm_0: tensor(57.6177, device='cuda:0') (tensor(82.4455, device='cuda:0')) | > loss_gen: 2.6834511756896973 (2.694171216752794) | > loss_kl: 2.5700738430023193 (2.357126903533935) | > loss_feat: 8.50943374633789 (8.482730950249568) | > loss_mel: 16.46330451965332 (16.024620713127984) | > loss_duration: 1.6145541667938232 (1.655319380760193) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.840816497802734 (31.21396908230252) | > grad_norm_1: tensor(2258.5127, device='cuda:0') (tensor(1734.9686, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.7597 (0.7450723436143664) | > loader_time: 0.0141 (0.01175627178615994)  --> TIME: 2025-02-19 20:52:13 -- STEP: 95/924 -- GLOBAL_STEP: 53350 | > loss_disc: 2.4440696239471436 (2.279250666969702) | > loss_disc_real_0: 0.14283163845539093 (0.14130898031749217) | > loss_disc_real_1: 0.2285987287759781 (0.1949880359204192) | > loss_disc_real_2: 0.22555144131183624 (0.19864974037597055) | > loss_disc_real_3: 0.20778070390224457 (0.2086489669586483) | > loss_disc_real_4: 0.19804446399211884 (0.21584776796792682) | > loss_disc_real_5: 0.20477190613746643 (0.20539548695087434) | > loss_0: 2.4440696239471436 (2.279250666969702) | > grad_norm_0: tensor(124.6449, device='cuda:0') (tensor(94.2101, device='cuda:0')) | > loss_gen: 2.43849515914917 (2.7201309957002326) | > loss_kl: 2.2115397453308105 (2.3250320685537225) | > loss_feat: 7.688248157501221 (8.524621155387475) | > loss_mel: 13.482284545898438 (15.975605492842831) | > loss_duration: 1.6411967277526855 (1.6537246227264404) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.46176528930664 (31.199114488300523) | > grad_norm_1: tensor(2345.9541, device='cuda:0') (tensor(2071.3477, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.6826 (0.7411938064976742) | > loader_time: 0.0091 (0.011415396238628186)  --> TIME: 2025-02-19 20:52:50 -- STEP: 145/924 -- GLOBAL_STEP: 53400 | > loss_disc: 2.361048698425293 (2.2803073340448847) | > loss_disc_real_0: 0.1262909322977066 (0.14149762458842371) | > loss_disc_real_1: 0.2070542871952057 (0.19502569801848513) | > loss_disc_real_2: 0.16983890533447266 (0.1991479245753124) | > loss_disc_real_3: 0.24551452696323395 (0.20769138798631467) | > loss_disc_real_4: 0.19202391803264618 (0.21597353219985962) | > loss_disc_real_5: 0.24349570274353027 (0.20666243588102276) | > loss_0: 2.361048698425293 (2.2803073340448847) | > grad_norm_0: tensor(63.0202, device='cuda:0') (tensor(99.2534, device='cuda:0')) | > loss_gen: 2.4946765899658203 (2.7232413390587107) | > loss_kl: 2.4173269271850586 (2.3318246134396245) | > loss_feat: 8.197434425354004 (8.54524329284142) | > loss_mel: 16.366863250732422 (16.022925574204027) | > loss_duration: 1.6358047723770142 (1.6544528287032556) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.112106323242188 (31.277687717306204) | > grad_norm_1: tensor(700.9384, device='cuda:0') (tensor(2183.5820, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.735 (0.7380306622077679) | > loader_time: 0.0108 (0.011265718525853648)  --> TIME: 2025-02-19 20:53:28 -- STEP: 195/924 -- GLOBAL_STEP: 53450 | > loss_disc: 2.278032064437866 (2.280560369980642) | > loss_disc_real_0: 0.07915286719799042 (0.1351560229674364) | > loss_disc_real_1: 0.18727855384349823 (0.1960984012637383) | > loss_disc_real_2: 0.22375836968421936 (0.20147844224404066) | > loss_disc_real_3: 0.1970631331205368 (0.208052136347844) | > loss_disc_real_4: 0.17139293253421783 (0.2161757815342683) | > loss_disc_real_5: 0.22440297901630402 (0.20685393160734417) | > loss_0: 2.278032064437866 (2.280560369980642) | > grad_norm_0: tensor(150.5958, device='cuda:0') (tensor(94.5909, device='cuda:0')) | > loss_gen: 2.4286746978759766 (2.746789033596331) | > loss_kl: 2.3247475624084473 (2.3298108027531548) | > loss_feat: 8.062968254089355 (8.617044937916287) | > loss_mel: 16.800052642822266 (16.099994194813263) | > loss_duration: 1.682616949081421 (1.6530767489702274) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.299060821533203 (31.446715809748724) | > grad_norm_1: tensor(1553.2101, device='cuda:0') (tensor(1939.2042, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.7336 (0.7392451298542512) | > loader_time: 0.0109 (0.011335661472418372)  --> TIME: 2025-02-19 20:54:06 -- STEP: 245/924 -- GLOBAL_STEP: 53500 | > loss_disc: 2.3447885513305664 (2.2688432829720644) | > loss_disc_real_0: 0.16718673706054688 (0.12832555596013462) | > loss_disc_real_1: 0.21568481624126434 (0.19676387331315448) | > loss_disc_real_2: 0.18938693404197693 (0.20165918055845766) | > loss_disc_real_3: 0.20466764271259308 (0.20780976347777305) | > loss_disc_real_4: 0.21909727156162262 (0.21658979952335358) | > loss_disc_real_5: 0.23540624976158142 (0.20631500470394987) | > loss_0: 2.3447885513305664 (2.2688432829720644) | > grad_norm_0: tensor(180.4073, device='cuda:0') (tensor(90.6532, device='cuda:0')) | > loss_gen: 2.750178098678589 (2.7615827414454235) | > loss_kl: 2.219438076019287 (2.3225519131640997) | > loss_feat: 8.868879318237305 (8.638151069563257) | > loss_mel: 16.70771026611328 (16.063081056244513) | > loss_duration: 1.6795082092285156 (1.6549040200758953) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.22571563720703 (31.440270855962012) | > grad_norm_1: tensor(2706.6187, device='cuda:0') (tensor(1760.2382, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.7508 (0.7398408422664721) | > loader_time: 0.0108 (0.011356894823969628)  --> TIME: 2025-02-19 20:54:44 -- STEP: 295/924 -- GLOBAL_STEP: 53550 | > loss_disc: 2.0843710899353027 (2.263628935813905) | > loss_disc_real_0: 0.07531505078077316 (0.12644737322451702) | > loss_disc_real_1: 0.18208768963813782 (0.1960520756699272) | > loss_disc_real_2: 0.20271268486976624 (0.20089212681277327) | > loss_disc_real_3: 0.1910194754600525 (0.20839749918145647) | > loss_disc_real_4: 0.22582072019577026 (0.21593724928670013) | > loss_disc_real_5: 0.18916553258895874 (0.20645872607069501) | > loss_0: 2.0843710899353027 (2.263628935813905) | > grad_norm_0: tensor(10.6591, device='cuda:0') (tensor(87.0638, device='cuda:0')) | > loss_gen: 3.055222272872925 (2.763691085880085) | > loss_kl: 2.268328905105591 (2.3197453288708716) | > loss_feat: 9.634062767028809 (8.653692403890318) | > loss_mel: 15.510979652404785 (16.0465265112408) | > loss_duration: 1.639818787574768 (1.6551913184634706) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.10841369628906 (31.43884669158418) | > grad_norm_1: tensor(672.2900, device='cuda:0') (tensor(1662.9873, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.755 (0.7393569922043104) | > loader_time: 0.0114 (0.01134123074806343)  --> TIME: 2025-02-19 20:55:22 -- STEP: 345/924 -- GLOBAL_STEP: 53600 | > loss_disc: 2.3192224502563477 (2.2640797342079293) | > loss_disc_real_0: 0.20408675074577332 (0.125874074138161) | > loss_disc_real_1: 0.20958541333675385 (0.19611021878494725) | > loss_disc_real_2: 0.19153974950313568 (0.20155837436517088) | > loss_disc_real_3: 0.2196231484413147 (0.20828006630358492) | > loss_disc_real_4: 0.21474887430667877 (0.21607765430125642) | > loss_disc_real_5: 0.25150397419929504 (0.20657662442628888) | > loss_0: 2.3192224502563477 (2.2640797342079293) | > grad_norm_0: tensor(75.7704, device='cuda:0') (tensor(86.4953, device='cuda:0')) | > loss_gen: 2.7865207195281982 (2.763508691649506) | > loss_kl: 2.613819122314453 (2.326198754103287) | > loss_feat: 7.324292182922363 (8.654687428128891) | > loss_mel: 14.129609107971191 (16.03867780989494) | > loss_duration: 1.6758767366409302 (1.6542483616566306) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.53011703491211 (31.43732106305551) | > grad_norm_1: tensor(938.6201, device='cuda:0') (tensor(1573.3995, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.7611 (0.7398885250091548) | > loader_time: 0.0119 (0.011300461534140776)  --> TIME: 2025-02-19 20:56:00 -- STEP: 395/924 -- GLOBAL_STEP: 53650 | > loss_disc: 2.0878305435180664 (2.2606443160696896) | > loss_disc_real_0: 0.09140807390213013 (0.12378440993496126) | > loss_disc_real_1: 0.20535141229629517 (0.19594457121212264) | > loss_disc_real_2: 0.21580155193805695 (0.20169553643540497) | > loss_disc_real_3: 0.17288020253181458 (0.2082990124633041) | > loss_disc_real_4: 0.2451513260602951 (0.2163039821989929) | > loss_disc_real_5: 0.20994356274604797 (0.20630102353759958) | > loss_0: 2.0878305435180664 (2.2606443160696896) | > grad_norm_0: tensor(79.4407, device='cuda:0') (tensor(82.8067, device='cuda:0')) | > loss_gen: 2.9221081733703613 (2.7628395104710055) | > loss_kl: 2.3712639808654785 (2.3340185243872154) | > loss_feat: 9.0536470413208 (8.660658922074717) | > loss_mel: 17.578126907348633 (16.028423070303987) | > loss_duration: 1.6223735809326172 (1.6536895757989032) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.54751968383789 (31.439629586135286) | > grad_norm_1: tensor(1414.6266, device='cuda:0') (tensor(1572.3615, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.7731 (0.7408968732326842) | > loader_time: 0.0153 (0.011291014997265016)  --> TIME: 2025-02-19 20:56:37 -- STEP: 445/924 -- GLOBAL_STEP: 53700 | > loss_disc: 2.296320915222168 (2.2558854850490473) | > loss_disc_real_0: 0.11162431538105011 (0.12270929441274545) | > loss_disc_real_1: 0.17939072847366333 (0.19515489180771145) | > loss_disc_real_2: 0.20182695984840393 (0.20116080169597375) | > loss_disc_real_3: 0.1838129311800003 (0.2079448512096084) | > loss_disc_real_4: 0.231389120221138 (0.21597963829388783) | > loss_disc_real_5: 0.1973087340593338 (0.2058011449120018) | > loss_0: 2.296320915222168 (2.2558854850490473) | > grad_norm_0: tensor(68.8554, device='cuda:0') (tensor(83.1607, device='cuda:0')) | > loss_gen: 2.791283369064331 (2.769287649969036) | > loss_kl: 2.055701494216919 (2.3257010347387763) | > loss_feat: 9.509149551391602 (8.68359058358697) | > loss_mel: 17.167949676513672 (16.046493952461827) | > loss_duration: 1.6346241235733032 (1.653465245011147) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.15870666503906 (31.47853846603565) | > grad_norm_1: tensor(2554.6726, device='cuda:0') (tensor(1527.1915, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.7545 (0.7406609829891929) | > loader_time: 0.0114 (0.011275505215934161)  --> TIME: 2025-02-19 20:57:15 -- STEP: 495/924 -- GLOBAL_STEP: 53750 | > loss_disc: 2.2702078819274902 (2.2544437502369754) | > loss_disc_real_0: 0.126364067196846 (0.12187216149059804) | > loss_disc_real_1: 0.2292725145816803 (0.19518967841309726) | > loss_disc_real_2: 0.2250051498413086 (0.2012366998376269) | > loss_disc_real_3: 0.2448493242263794 (0.2080414439090575) | > loss_disc_real_4: 0.23784615099430084 (0.2160510961756562) | > loss_disc_real_5: 0.16766881942749023 (0.20562844884516013) | > loss_0: 2.2702078819274902 (2.2544437502369754) | > grad_norm_0: tensor(60.6113, device='cuda:0') (tensor(82.1828, device='cuda:0')) | > loss_gen: 2.7702581882476807 (2.768988640139801) | > loss_kl: 2.393615245819092 (2.3231992972017537) | > loss_feat: 7.7089009284973145 (8.68492921771426) | > loss_mel: 14.184168815612793 (16.024275026417737) | > loss_duration: 1.6665842533111572 (1.653373297055562) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.723527908325195 (31.454765466246943) | > grad_norm_1: tensor(1617.1913, device='cuda:0') (tensor(1546.9734, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.6905 (0.7409860562796541) | > loader_time: 0.009 (0.011266653465502197)  --> TIME: 2025-02-19 20:57:53 -- STEP: 545/924 -- GLOBAL_STEP: 53800 | > loss_disc: 2.0722930431365967 (2.25289743034118) | > loss_disc_real_0: 0.24454592168331146 (0.12167075330716202) | > loss_disc_real_1: 0.17326053977012634 (0.19504002150865865) | > loss_disc_real_2: 0.20028065145015717 (0.20129858146020035) | > loss_disc_real_3: 0.19535744190216064 (0.20773763394137046) | > loss_disc_real_4: 0.2011164277791977 (0.21571896174632085) | > loss_disc_real_5: 0.17723821103572845 (0.20543212261768656) | > loss_0: 2.0722930431365967 (2.25289743034118) | > grad_norm_0: tensor(214.5408, device='cuda:0') (tensor(82.0138, device='cuda:0')) | > loss_gen: 3.223133087158203 (2.7712992707523725) | > loss_kl: 2.220773220062256 (2.3238126522904143) | > loss_feat: 10.5093412399292 (8.698243381780228) | > loss_mel: 17.313541412353516 (16.033043107199006) | > loss_duration: 1.620639681816101 (1.6537990176349597) | > amp_scaler: 64.0 (64.0) | > loss_1: 34.887428283691406 (31.480197402534134) | > grad_norm_1: tensor(1269.1204, device='cuda:0') (tensor(1528.4061, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.7054 (0.7405531047681054) | > loader_time: 0.0104 (0.011263963716839439)  --> TIME: 2025-02-19 20:58:31 -- STEP: 595/924 -- GLOBAL_STEP: 53850 | > loss_disc: 2.359588146209717 (2.2542721934679193) | > loss_disc_real_0: 0.09674618393182755 (0.12261761656391015) | > loss_disc_real_1: 0.21436819434165955 (0.19519827950651905) | > loss_disc_real_2: 0.24534618854522705 (0.2014601933855971) | > loss_disc_real_3: 0.2178288996219635 (0.20774856775748632) | > loss_disc_real_4: 0.21955552697181702 (0.2157076499792708) | > loss_disc_real_5: 0.2198033332824707 (0.2054546561311273) | > loss_0: 2.359588146209717 (2.2542721934679193) | > grad_norm_0: tensor(73.1781, device='cuda:0') (tensor(82.5353, device='cuda:0')) | > loss_gen: 2.653089761734009 (2.770500156258335) | > loss_kl: 2.132174253463745 (2.3223359480625443) | > loss_feat: 7.6183977127075195 (8.695470357942986) | > loss_mel: 15.683856010437012 (16.04451718049891) | > loss_duration: 1.6889042854309082 (1.6534424361060642) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.77642250061035 (31.486266035192152) | > grad_norm_1: tensor(1579.5670, device='cuda:0') (tensor(1549.7415, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.7091 (0.740453694047046) | > loader_time: 0.0103 (0.011256326547189928)  --> TIME: 2025-02-19 20:59:09 -- STEP: 645/924 -- GLOBAL_STEP: 53900 | > loss_disc: 2.3982362747192383 (2.2510854050170575) | > loss_disc_real_0: 0.15795907378196716 (0.12262847361465291) | > loss_disc_real_1: 0.22564983367919922 (0.19489042108604152) | > loss_disc_real_2: 0.2240152359008789 (0.20114562629267232) | > loss_disc_real_3: 0.17523936927318573 (0.2074190016171729) | > loss_disc_real_4: 0.25183403491973877 (0.21560184682986533) | > loss_disc_real_5: 0.18072377145290375 (0.20507990884226412) | > loss_0: 2.3982362747192383 (2.2510854050170575) | > grad_norm_0: tensor(133.2940, device='cuda:0') (tensor(83.9163, device='cuda:0')) | > loss_gen: 2.531201124191284 (2.7724140085915265) | > loss_kl: 2.434217691421509 (2.321746037357537) | > loss_feat: 7.968848705291748 (8.708989115278854) | > loss_mel: 14.910051345825195 (16.048831924911628) | > loss_duration: 1.7124689817428589 (1.6530388795128164) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.556787490844727 (31.505019925731098) | > grad_norm_1: tensor(1871.7864, device='cuda:0') (tensor(1583.8682, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.7075 (0.7404214685277416) | > loader_time: 0.0132 (0.011265976114790575)  --> TIME: 2025-02-19 20:59:47 -- STEP: 695/924 -- GLOBAL_STEP: 53950 | > loss_disc: 2.2498974800109863 (2.2493096367060734) | > loss_disc_real_0: 0.15144291520118713 (0.12258645490401507) | > loss_disc_real_1: 0.1579837054014206 (0.1946540351930282) | > loss_disc_real_2: 0.188493013381958 (0.20096935050950637) | > loss_disc_real_3: 0.19509342312812805 (0.2072016858582874) | > loss_disc_real_4: 0.20559479296207428 (0.2154157176506605) | > loss_disc_real_5: 0.20849356055259705 (0.20506671791454006) | > loss_0: 2.2498974800109863 (2.2493096367060734) | > grad_norm_0: tensor(148.5794, device='cuda:0') (tensor(84.8272, device='cuda:0')) | > loss_gen: 2.5768284797668457 (2.77284866682917) | > loss_kl: 2.31921648979187 (2.3242048479670245) | > loss_feat: 8.701377868652344 (8.714658946442087) | > loss_mel: 15.350969314575195 (16.037620044955258) | > loss_duration: 1.6479321718215942 (1.6523913951228848) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.596323013305664 (31.501723858949948) | > grad_norm_1: tensor(2006.6588, device='cuda:0') (tensor(1622.5660, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.7443 (0.7412851793302898) | > loader_time: 0.0183 (0.011280793251751142)  --> TIME: 2025-02-19 21:00:25 -- STEP: 745/924 -- GLOBAL_STEP: 54000 | > loss_disc: 2.4501047134399414 (2.248888927338111) | > loss_disc_real_0: 0.1306001991033554 (0.12303706043268606) | > loss_disc_real_1: 0.20106381177902222 (0.19441982862733354) | > loss_disc_real_2: 0.1927177459001541 (0.20102609263970553) | > loss_disc_real_3: 0.2391156703233719 (0.20697335938879308) | > loss_disc_real_4: 0.1913282722234726 (0.21523301407394793) | > loss_disc_real_5: 0.22491355240345 (0.20498815068862575) | > loss_0: 2.4501047134399414 (2.248888927338111) | > grad_norm_0: tensor(61.6150, device='cuda:0') (tensor(86.8291, device='cuda:0')) | > loss_gen: 2.334840774536133 (2.7752688311890457) | > loss_kl: 2.1258161067962646 (2.32338109752476) | > loss_feat: 6.607583999633789 (8.727079272430217) | > loss_mel: 13.06997299194336 (16.061738898770127) | > loss_duration: 1.6493160724639893 (1.6517865941028467) | > amp_scaler: 128.0 (67.09261744966437) | > loss_1: 25.78753089904785 (31.539254673695403) | > grad_norm_1: tensor(1443.1257, device='cuda:0') (tensor(1650.9296, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.7662 (0.7415620246989607) | > loader_time: 0.0143 (0.011271684761815424) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_54000.pth  --> TIME: 2025-02-19 21:01:05 -- STEP: 795/924 -- GLOBAL_STEP: 54050 | > loss_disc: 2.220134973526001 (2.2492323088196144) | > loss_disc_real_0: 0.1187889575958252 (0.12290913822750246) | > loss_disc_real_1: 0.19270901381969452 (0.19445935126932912) | > loss_disc_real_2: 0.20458969473838806 (0.20100470475805635) | > loss_disc_real_3: 0.20201939344406128 (0.2070214645105338) | > loss_disc_real_4: 0.2398797571659088 (0.21529890100161234) | > loss_disc_real_5: 0.20953033864498138 (0.20494336534596083) | > loss_0: 2.220134973526001 (2.2492323088196144) | > grad_norm_0: tensor(107.4372, device='cuda:0') (tensor(87.5048, device='cuda:0')) | > loss_gen: 2.6203136444091797 (2.7737011921480756) | > loss_kl: 2.4312801361083984 (2.324651752028078) | > loss_feat: 7.683304786682129 (8.715228943854747) | > loss_mel: 14.56814956665039 (16.051218285950476) | > loss_duration: 1.6147422790527344 (1.6519025195319696) | > amp_scaler: 64.0 (68.74968553459111) | > loss_1: 28.91779136657715 (31.516702680767708) | > grad_norm_1: tensor(1666.2931, device='cuda:0') (tensor(1670.2889, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.7785 (0.7414516035115937) | > loader_time: 0.0111 (0.011302871824060597)  --> TIME: 2025-02-19 21:01:43 -- STEP: 845/924 -- GLOBAL_STEP: 54100 | > loss_disc: 2.2344114780426025 (2.248636718191344) | > loss_disc_real_0: 0.0753730982542038 (0.12286222882392488) | > loss_disc_real_1: 0.18050065636634827 (0.19422306675001008) | > loss_disc_real_2: 0.18668164312839508 (0.20086007447990442) | > loss_disc_real_3: 0.20785798132419586 (0.20701801468282055) | > loss_disc_real_4: 0.18101996183395386 (0.21528898539275107) | > loss_disc_real_5: 0.21069703996181488 (0.20511507481865623) | > loss_0: 2.2344114780426025 (2.248636718191344) | > grad_norm_0: tensor(104.9426, device='cuda:0') (tensor(88.4354, device='cuda:0')) | > loss_gen: 2.7807984352111816 (2.773157867454212) | > loss_kl: 2.305203914642334 (2.325684999714239) | > loss_feat: 9.289787292480469 (8.717806827951451) | > loss_mel: 16.469438552856445 (16.04351209268062) | > loss_duration: 1.6040757894515991 (1.6516979251387556) | > amp_scaler: 64.0 (68.4686390532544) | > loss_1: 32.449302673339844 (31.51185971547866) | > grad_norm_1: tensor(2544.2410, device='cuda:0') (tensor(1694.6245, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.7785 (0.7413207784912283) | > loader_time: 0.011 (0.011330859336627306)  --> TIME: 2025-02-19 21:02:21 -- STEP: 895/924 -- GLOBAL_STEP: 54150 | > loss_disc: 2.2453858852386475 (2.24707262169716) | > loss_disc_real_0: 0.18882589042186737 (0.1230030340709666) | > loss_disc_real_1: 0.1897447407245636 (0.19394898367161192) | > loss_disc_real_2: 0.200619176030159 (0.20068781121150078) | > loss_disc_real_3: 0.25430768728256226 (0.20700889084925198) | > loss_disc_real_4: 0.21853870153427124 (0.21526280296914405) | > loss_disc_real_5: 0.18448786437511444 (0.20494062537587548) | > loss_0: 2.2453858852386475 (2.24707262169716) | > grad_norm_0: tensor(184.4000, device='cuda:0') (tensor(89.9729, device='cuda:0')) | > loss_gen: 3.146677255630493 (2.77550222940285) | > loss_kl: 2.3838586807250977 (2.3298359085061717) | > loss_feat: 10.324161529541016 (8.725024800327223) | > loss_mel: 17.65517807006836 (16.047136916261817) | > loss_duration: 1.6671340465545654 (1.6514944605321191) | > amp_scaler: 64.0 (68.21899441340781) | > loss_1: 35.17700958251953 (31.52899432262229) | > grad_norm_1: tensor(1774.9596, device='cuda:0') (tensor(1710.2395, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.6569 (0.7411598501258716) | > loader_time: 0.0082 (0.011339119426365006)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3316195011138916 (2.3316195011138916) | > loss_disc_real_0: 0.13349011540412903 (0.13349011540412903) | > loss_disc_real_1: 0.1844366490840912 (0.1844366490840912) | > loss_disc_real_2: 0.20968440175056458 (0.20968440175056458) | > loss_disc_real_3: 0.22103016078472137 (0.22103016078472137) | > loss_disc_real_4: 0.23762774467468262 (0.23762774467468262) | > loss_disc_real_5: 0.20171771943569183 (0.20171771943569183) | > loss_0: 2.3316195011138916 (2.3316195011138916) | > loss_gen: 2.4924521446228027 (2.4924521446228027) | > loss_kl: 2.1583962440490723 (2.1583962440490723) | > loss_feat: 7.525671482086182 (7.525671482086182) | > loss_mel: 13.518379211425781 (13.518379211425781) | > loss_duration: 1.6950483322143555 (1.6950483322143555) | > loss_1: 27.38994598388672 (27.38994598388672)  --> STEP: 1 | > loss_disc: 2.314668655395508 (2.314668655395508) | > loss_disc_real_0: 0.1262056827545166 (0.1262056827545166) | > loss_disc_real_1: 0.1791227012872696 (0.1791227012872696) | > loss_disc_real_2: 0.21634961664676666 (0.21634961664676666) | > loss_disc_real_3: 0.2344300001859665 (0.2344300001859665) | > loss_disc_real_4: 0.21770338714122772 (0.21770338714122772) | > loss_disc_real_5: 0.21670517325401306 (0.21670517325401306) | > loss_0: 2.314668655395508 (2.314668655395508) | > loss_gen: 2.5557174682617188 (2.5557174682617188) | > loss_kl: 2.1176915168762207 (2.1176915168762207) | > loss_feat: 8.01439094543457 (8.01439094543457) | > loss_mel: 14.579031944274902 (14.579031944274902) | > loss_duration: 1.7034252882003784 (1.7034252882003784) | > loss_1: 28.97025489807129 (28.97025489807129)  --> STEP: 2 | > loss_disc: 2.328183650970459 (2.3214261531829834) | > loss_disc_real_0: 0.11105573922395706 (0.11863071098923683) | > loss_disc_real_1: 0.19274616241455078 (0.1859344318509102) | > loss_disc_real_2: 0.20198282599449158 (0.20916622132062912) | > loss_disc_real_3: 0.23765547573566437 (0.23604273796081543) | > loss_disc_real_4: 0.2509876787662506 (0.23434553295373917) | > loss_disc_real_5: 0.22897283732891083 (0.22283900529146194) | > loss_0: 2.328183650970459 (2.3214261531829834) | > loss_gen: 2.546916961669922 (2.5513172149658203) | > loss_kl: 2.2576072216033936 (2.187649369239807) | > loss_feat: 8.161710739135742 (8.088050842285156) | > loss_mel: 14.531379699707031 (14.555205821990967) | > loss_duration: 1.5919785499572754 (1.647701919078827) | > loss_1: 29.0895938873291 (29.029924392700195)  --> STEP: 3 | > loss_disc: 2.4151477813720703 (2.352666695912679) | > loss_disc_real_0: 0.1546708196401596 (0.13064408053954443) | > loss_disc_real_1: 0.18998605012893677 (0.18728497127691904) | > loss_disc_real_2: 0.19656270742416382 (0.20496505002180734) | > loss_disc_real_3: 0.21944990754127502 (0.23051179448763529) | > loss_disc_real_4: 0.21034549176692963 (0.22634551922480264) | > loss_disc_real_5: 0.20406168699264526 (0.21657989919185638) | > loss_0: 2.4151477813720703 (2.352666695912679) | > loss_gen: 2.3613507747650146 (2.4879950682322183) | > loss_kl: 2.185446262359619 (2.1869150002797446) | > loss_feat: 6.7635979652404785 (7.646566549936931) | > loss_mel: 13.880908966064453 (14.330440203348795) | > loss_duration: 1.67156982421875 (1.6556578874588013) | > loss_1: 26.862873077392578 (28.307573954264324)  --> STEP: 4 | > loss_disc: 2.3451218605041504 (2.350780487060547) | > loss_disc_real_0: 0.1473790556192398 (0.13482782430946827) | > loss_disc_real_1: 0.18604305386543274 (0.18697449192404747) | > loss_disc_real_2: 0.20993970334529877 (0.2062087133526802) | > loss_disc_real_3: 0.23628783226013184 (0.23195580393075943) | > loss_disc_real_4: 0.2259504199028015 (0.22624674439430237) | > loss_disc_real_5: 0.24062307178974152 (0.22259069234132767) | > loss_0: 2.3451218605041504 (2.350780487060547) | > loss_gen: 2.5708436965942383 (2.5087072253227234) | > loss_kl: 2.1815576553344727 (2.1855756640434265) | > loss_feat: 6.871767997741699 (7.452866911888123) | > loss_mel: 13.02780818939209 (14.00478219985962) | > loss_duration: 1.7747149467468262 (1.6854221522808075) | > loss_1: 26.426692962646484 (27.837353706359863)  --> STEP: 5 | > loss_disc: 2.204653024673462 (2.32155499458313) | > loss_disc_real_0: 0.09175538271665573 (0.12621333599090576) | > loss_disc_real_1: 0.1722680628299713 (0.18403320610523224) | > loss_disc_real_2: 0.17102786898612976 (0.1991725444793701) | > loss_disc_real_3: 0.23607835173606873 (0.2327803134918213) | > loss_disc_real_4: 0.19772498309612274 (0.22054239213466645) | > loss_disc_real_5: 0.21435706317424774 (0.22094396650791168) | > loss_0: 2.204653024673462 (2.32155499458313) | > loss_gen: 2.5992610454559326 (2.5268179893493654) | > loss_kl: 2.082531690597534 (2.164966869354248) | > loss_feat: 8.448339462280273 (7.651961421966552) | > loss_mel: 13.9393949508667 (13.991704750061036) | > loss_duration: 1.5448719263076782 (1.6573121070861816) | > loss_1: 28.614398956298828 (27.992762756347656) --> EVAL PERFORMANCE | > avg_loader_time: 0.15306878089904785 (-0.0014647960662841908) | > avg_loss_disc: 2.32155499458313 (+0.05531892776489267) | > avg_loss_disc_real_0: 0.12621333599090576 (-0.0133310616016388) | > avg_loss_disc_real_1: 0.18403320610523224 (+0.004003155231475847) | > avg_loss_disc_real_2: 0.1991725444793701 (-0.00944148898124697) | > avg_loss_disc_real_3: 0.2327803134918213 (+0.043892684578895586) | > avg_loss_disc_real_4: 0.22054239213466645 (+0.004916846752166748) | > avg_loss_disc_real_5: 0.22094396650791168 (+0.000778856873512257) | > avg_loss_0: 2.32155499458313 (+0.05531892776489267) | > avg_loss_gen: 2.5268179893493654 (+0.0701894760131836) | > avg_loss_kl: 2.164966869354248 (-0.00981149673461923) | > avg_loss_feat: 7.651961421966552 (-0.4130555152893063) | > avg_loss_mel: 13.991704750061036 (-1.7404003143310547) | > avg_loss_duration: 1.6573121070861816 (+0.0009620666503906694) | > avg_loss_1: 27.992762756347656 (-2.0921161651611335) > BEST MODEL : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/best_model_54179.pth  > EPOCH: 9/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-19 21:02:52)   --> TIME: 2025-02-19 21:03:10 -- STEP: 21/924 -- GLOBAL_STEP: 54200 | > loss_disc: 2.5104527473449707 (2.1878144173395064) | > loss_disc_real_0: 0.1875341385602951 (0.115080730900878) | > loss_disc_real_1: 0.17894279956817627 (0.1893848783913113) | > loss_disc_real_2: 0.18890860676765442 (0.19443236930029734) | > loss_disc_real_3: 0.17413142323493958 (0.197305400456701) | > loss_disc_real_4: 0.17012059688568115 (0.21301368659450895) | > loss_disc_real_5: 0.17078784108161926 (0.20052325370765867) | > loss_0: 2.5104527473449707 (2.1878144173395064) | > grad_norm_0: tensor(157.3262, device='cuda:0') (tensor(109.6091, device='cuda:0')) | > loss_gen: 2.4004058837890625 (2.8478522414252874) | > loss_kl: 2.3613665103912354 (2.3015372980208624) | > loss_feat: 7.896152496337891 (8.981825147356309) | > loss_mel: 14.284077644348145 (16.05236798241025) | > loss_duration: 1.681708574295044 (1.6421787738800049) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.62371063232422 (31.825761522565568) | > grad_norm_1: tensor(428.5777, device='cuda:0') (tensor(2160.8442, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.7452 (0.7367017269134521) | > loader_time: 0.0135 (0.011022681281680153)  --> TIME: 2025-02-19 21:03:48 -- STEP: 71/924 -- GLOBAL_STEP: 54250 | > loss_disc: 2.2574663162231445 (2.225143291580845) | > loss_disc_real_0: 0.08695629239082336 (0.11564224349780822) | > loss_disc_real_1: 0.18307732045650482 (0.19426234654137792) | > loss_disc_real_2: 0.1747698336839676 (0.2037231143511517) | > loss_disc_real_3: 0.23820148408412933 (0.20319187011517267) | > loss_disc_real_4: 0.22286733984947205 (0.21475178192199115) | > loss_disc_real_5: 0.21801863610744476 (0.20578537398660685) | > loss_0: 2.2574663162231445 (2.225143291580845) | > grad_norm_0: tensor(103.3042, device='cuda:0') (tensor(93.4563, device='cuda:0')) | > loss_gen: 2.705919027328491 (2.807721315974921) | > loss_kl: 2.4914655685424805 (2.3543383605043657) | > loss_feat: 8.52379035949707 (8.755622145155785) | > loss_mel: 16.37998390197754 (15.996502809121571) | > loss_duration: 1.6409709453582764 (1.652233679529647) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.742130279541016 (31.56641836569343) | > grad_norm_1: tensor(2421.9297, device='cuda:0') (tensor(1702.8203, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.6724 (0.7341174743544887) | > loader_time: 0.0085 (0.011328572958288059)  --> TIME: 2025-02-19 21:04:25 -- STEP: 121/924 -- GLOBAL_STEP: 54300 | > loss_disc: 2.140378475189209 (2.2293231467570145) | > loss_disc_real_0: 0.06390400975942612 (0.1159394645740178) | > loss_disc_real_1: 0.20435819029808044 (0.1948379487538141) | > loss_disc_real_2: 0.20395933091640472 (0.2028533200587123) | > loss_disc_real_3: 0.22657451033592224 (0.20454291716094844) | > loss_disc_real_4: 0.19302287697792053 (0.21545683869645615) | > loss_disc_real_5: 0.19134308397769928 (0.20531849760161944) | > loss_0: 2.140378475189209 (2.2293231467570145) | > grad_norm_0: tensor(79.6032, device='cuda:0') (tensor(99.2551, device='cuda:0')) | > loss_gen: 2.9303207397460938 (2.800398753694267) | > loss_kl: 2.4342401027679443 (2.330877570081348) | > loss_feat: 9.424173355102539 (8.785343012533897) | > loss_mel: 16.69940757751465 (16.035184489794016) | > loss_duration: 1.6353917121887207 (1.6510537596773514) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.12353515625 (31.602857700064163) | > grad_norm_1: tensor(1727.1533, device='cuda:0') (tensor(1848.7543, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.807 (0.7325788233891006) | > loader_time: 0.0132 (0.011286554257731791)  --> TIME: 2025-02-19 21:05:03 -- STEP: 171/924 -- GLOBAL_STEP: 54350 | > loss_disc: 2.103728771209717 (2.231396385103637) | > loss_disc_real_0: 0.12158867716789246 (0.11778815001336454) | > loss_disc_real_1: 0.23357221484184265 (0.19420976762534578) | > loss_disc_real_2: 0.2228655070066452 (0.20129100211531098) | > loss_disc_real_3: 0.1989898681640625 (0.20559772256522152) | > loss_disc_real_4: 0.18082666397094727 (0.21464892568295463) | > loss_disc_real_5: 0.21740980446338654 (0.20591589660323847) | > loss_0: 2.103728771209717 (2.231396385103637) | > grad_norm_0: tensor(110.2883, device='cuda:0') (tensor(104.0508, device='cuda:0')) | > loss_gen: 3.1825315952301025 (2.79785700569376) | > loss_kl: 2.3767738342285156 (2.3234760858859222) | > loss_feat: 9.672005653381348 (8.793676298264174) | > loss_mel: 16.35411834716797 (16.023598626343137) | > loss_duration: 1.616005301475525 (1.6504695513095076) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.20143508911133 (31.58907757586206) | > grad_norm_1: tensor(2361.6719, device='cuda:0') (tensor(1943.1257, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.7593 (0.73525961937263) | > loader_time: 0.0109 (0.011379025832951414)  --> TIME: 2025-02-19 21:05:41 -- STEP: 221/924 -- GLOBAL_STEP: 54400 | > loss_disc: 2.125901460647583 (2.233563180422892) | > loss_disc_real_0: 0.17470216751098633 (0.12024209643313788) | > loss_disc_real_1: 0.18691259622573853 (0.1933401887772849) | > loss_disc_real_2: 0.18347902595996857 (0.2015192791212738) | > loss_disc_real_3: 0.22296901047229767 (0.20450912523863002) | > loss_disc_real_4: 0.19113005697727203 (0.21530545256795927) | > loss_disc_real_5: 0.21024112403392792 (0.20534632324633012) | > loss_0: 2.125901460647583 (2.233563180422892) | > grad_norm_0: tensor(95.7473, device='cuda:0') (tensor(107.4827, device='cuda:0')) | > loss_gen: 2.953049421310425 (2.7972992610068355) | > loss_kl: 2.352229118347168 (2.323959286935727) | > loss_feat: 8.865324974060059 (8.771729175861067) | > loss_mel: 16.314172744750977 (16.027411827674293) | > loss_duration: 1.7218539714813232 (1.6501992962479053) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.20663070678711 (31.57059879216673) | > grad_norm_1: tensor(1938.3317, device='cuda:0') (tensor(1974.5341, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 1.1901 (0.7380295317636896) | > loader_time: 0.0141 (0.011385277925033915)  --> TIME: 2025-02-19 21:06:19 -- STEP: 271/924 -- GLOBAL_STEP: 54450 | > loss_disc: 2.146350383758545 (2.2325813348002987) | > loss_disc_real_0: 0.0706678256392479 (0.1196814346439944) | > loss_disc_real_1: 0.15172874927520752 (0.19278480294005895) | > loss_disc_real_2: 0.17481569945812225 (0.2016500832849763) | > loss_disc_real_3: 0.1578647345304489 (0.20438220189726222) | > loss_disc_real_4: 0.19831059873104095 (0.2151002187790466) | > loss_disc_real_5: 0.1562003642320633 (0.20510441763154694) | > loss_0: 2.146350383758545 (2.2325813348002987) | > grad_norm_0: tensor(111.3833, device='cuda:0') (tensor(107.4732, device='cuda:0')) | > loss_gen: 3.0481948852539062 (2.7974814919967943) | > loss_kl: 2.1477396488189697 (2.324099966520752) | > loss_feat: 10.51174259185791 (8.785313036169077) | > loss_mel: 18.117694854736328 (16.05174154021205) | > loss_duration: 1.6304271221160889 (1.6513734910760858) | > amp_scaler: 64.0 (64.0) | > loss_1: 35.4557991027832 (31.610009485505163) | > grad_norm_1: tensor(2014.2490, device='cuda:0') (tensor(2009.9924, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.679 (0.7381416554820494) | > loader_time: 0.0092 (0.011358408910322013)  --> TIME: 2025-02-19 21:06:57 -- STEP: 321/924 -- GLOBAL_STEP: 54500 | > loss_disc: 2.3619589805603027 (2.234635215682034) | > loss_disc_real_0: 0.12039587646722794 (0.12015981263135823) | > loss_disc_real_1: 0.23826351761817932 (0.1929053839679075) | > loss_disc_real_2: 0.21639178693294525 (0.20177275671208758) | > loss_disc_real_3: 0.237191841006279 (0.20441219749109016) | > loss_disc_real_4: 0.23553456366062164 (0.21477220325826493) | > loss_disc_real_5: 0.1916981190443039 (0.2057097832269015) | > loss_0: 2.3619589805603027 (2.234635215682034) | > grad_norm_0: tensor(115.8003, device='cuda:0') (tensor(107.9642, device='cuda:0')) | > loss_gen: 2.7682793140411377 (2.796455499167754) | > loss_kl: 2.2793524265289307 (2.332097279319883) | > loss_feat: 8.80302619934082 (8.78067714774349) | > loss_mel: 14.783269882202148 (16.0698758092625) | > loss_duration: 1.676269769668579 (1.6510728337683038) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.310197830200195 (31.63017852284084) | > grad_norm_1: tensor(2769.2981, device='cuda:0') (tensor(2004.2677, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.7429 (0.7392982857249609) | > loader_time: 0.0113 (0.011437375226124794)  --> TIME: 2025-02-19 21:07:35 -- STEP: 371/924 -- GLOBAL_STEP: 54550 | > loss_disc: 2.243645668029785 (2.240293965506749) | > loss_disc_real_0: 0.17308731377124786 (0.12098922621649552) | > loss_disc_real_1: 0.2371981292963028 (0.19374308709025054) | > loss_disc_real_2: 0.18200160562992096 (0.201909693906892) | > loss_disc_real_3: 0.16785922646522522 (0.20506212818172734) | > loss_disc_real_4: 0.21355050802230835 (0.21484682823448498) | > loss_disc_real_5: 0.1992717683315277 (0.20517043934035495) | > loss_0: 2.243645668029785 (2.240293965506749) | > grad_norm_0: tensor(64.8618, device='cuda:0') (tensor(106.3221, device='cuda:0')) | > loss_gen: 2.6764729022979736 (2.7919417809283327) | > loss_kl: 2.3429534435272217 (2.33457730979611) | > loss_feat: 7.587913513183594 (8.750444791387672) | > loss_mel: 15.175516128540039 (16.054954652195043) | > loss_duration: 1.6608729362487793 (1.652730201453854) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.4437313079834 (31.584648697845378) | > grad_norm_1: tensor(677.2244, device='cuda:0') (tensor(1906.5470, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.6866 (0.7397330706974249) | > loader_time: 0.0096 (0.011447386600257894)  --> TIME: 2025-02-19 21:08:12 -- STEP: 421/924 -- GLOBAL_STEP: 54600 | > loss_disc: 2.097348213195801 (2.239276152608515) | > loss_disc_real_0: 0.09811960905790329 (0.11944079866318691) | > loss_disc_real_1: 0.1738375425338745 (0.19396325910459497) | > loss_disc_real_2: 0.17744162678718567 (0.20195096327686538) | > loss_disc_real_3: 0.15877912938594818 (0.2051677094360994) | > loss_disc_real_4: 0.1907365769147873 (0.2152128830870654) | > loss_disc_real_5: 0.19745919108390808 (0.2054470913781123) | > loss_0: 2.097348213195801 (2.239276152608515) | > grad_norm_0: tensor(87.1308, device='cuda:0') (tensor(100.8740, device='cuda:0')) | > loss_gen: 2.968510150909424 (2.788306249858649) | > loss_kl: 2.3798725605010986 (2.3341777545539304) | > loss_feat: 8.852813720703125 (8.747355192687326) | > loss_mel: 16.144031524658203 (16.046032400425727) | > loss_duration: 1.6705076694488525 (1.6526814911541066) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.0157356262207 (31.568553027517723) | > grad_norm_1: tensor(774.8885, device='cuda:0') (tensor(1851.0020, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.7265 (0.739659610100427) | > loader_time: 0.0104 (0.011435247656851654)  --> TIME: 2025-02-19 21:08:50 -- STEP: 471/924 -- GLOBAL_STEP: 54650 | > loss_disc: 2.2749507427215576 (2.236930382479529) | > loss_disc_real_0: 0.1692555993795395 (0.1178168881518446) | > loss_disc_real_1: 0.2105131298303604 (0.19396941240426074) | > loss_disc_real_2: 0.22986619174480438 (0.20186637114187714) | > loss_disc_real_3: 0.2243456244468689 (0.20558334583309798) | > loss_disc_real_4: 0.23121750354766846 (0.2153454362523531) | > loss_disc_real_5: 0.19787518680095673 (0.20528793588059216) | > loss_0: 2.2749507427215576 (2.236930382479529) | > grad_norm_0: tensor(48.1561, device='cuda:0') (tensor(97.9245, device='cuda:0')) | > loss_gen: 2.790715456008911 (2.790562088575587) | > loss_kl: 2.170353889465332 (2.3306863981194277) | > loss_feat: 7.737293243408203 (8.748894637810446) | > loss_mel: 15.47609806060791 (16.02362915816582) | > loss_duration: 1.672930121421814 (1.652764158137538) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.84739112854004 (31.546536370700586) | > grad_norm_1: tensor(1691.0511, device='cuda:0') (tensor(1788.9503, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.7798 (0.740167731185881) | > loader_time: 0.0112 (0.011467194607809598)  --> TIME: 2025-02-19 21:09:28 -- STEP: 521/924 -- GLOBAL_STEP: 54700 | > loss_disc: 2.2665250301361084 (2.2377406205417105) | > loss_disc_real_0: 0.13942718505859375 (0.11763314475196336) | > loss_disc_real_1: 0.17335155606269836 (0.1944742517370637) | > loss_disc_real_2: 0.22003743052482605 (0.20220339046558813) | > loss_disc_real_3: 0.2095361053943634 (0.20561068457856968) | > loss_disc_real_4: 0.2232690304517746 (0.21549283480003567) | > loss_disc_real_5: 0.23912844061851501 (0.2050066070913582) | > loss_0: 2.2665250301361084 (2.2377406205417105) | > grad_norm_0: tensor(93.9858, device='cuda:0') (tensor(96.1631, device='cuda:0')) | > loss_gen: 2.6909563541412354 (2.791381166443487) | > loss_kl: 2.4298131465911865 (2.33098869955242) | > loss_feat: 7.6150078773498535 (8.743857956664801) | > loss_mel: 14.981637954711914 (16.026341387040347) | > loss_duration: 1.6562650203704834 (1.652658071719296) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.373680114746094 (31.54522718623595) | > grad_norm_1: tensor(1357.4873, device='cuda:0') (tensor(1733.4082, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.7463 (0.7397162012770173) | > loader_time: 0.0107 (0.011457642300801634)  --> TIME: 2025-02-19 21:10:06 -- STEP: 571/924 -- GLOBAL_STEP: 54750 | > loss_disc: 2.3005247116088867 (2.2367594910169033) | > loss_disc_real_0: 0.12262799590826035 (0.11591447353519617) | > loss_disc_real_1: 0.16322651505470276 (0.19472427942811288) | > loss_disc_real_2: 0.19509397447109222 (0.20218545167124632) | > loss_disc_real_3: 0.21241351962089539 (0.20588491833564904) | > loss_disc_real_4: 0.2006395012140274 (0.21549687194010006) | > loss_disc_real_5: 0.19802474975585938 (0.20473372330807552) | > loss_0: 2.3005247116088867 (2.2367594910169033) | > grad_norm_0: tensor(53.1792, device='cuda:0') (tensor(92.6075, device='cuda:0')) | > loss_gen: 2.4800987243652344 (2.791388492868161) | > loss_kl: 2.1630074977874756 (2.3258186697751104) | > loss_feat: 8.028682708740234 (8.746447854618262) | > loss_mel: 15.013969421386719 (16.021766211648348) | > loss_duration: 1.6665235757827759 (1.6525409110999565) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.35228157043457 (31.53796205002873) | > grad_norm_1: tensor(2027.3606, device='cuda:0') (tensor(1663.6676, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.7367 (0.7408143576306349) | > loader_time: 0.0104 (0.011449276879038368)  --> TIME: 2025-02-19 21:10:44 -- STEP: 621/924 -- GLOBAL_STEP: 54800 | > loss_disc: 2.259453773498535 (2.236469047656957) | > loss_disc_real_0: 0.13914287090301514 (0.1164580673435268) | > loss_disc_real_1: 0.1938590109348297 (0.19443928981844727) | > loss_disc_real_2: 0.2021343857049942 (0.20182304170684556) | > loss_disc_real_3: 0.20751765370368958 (0.20606840134338855) | > loss_disc_real_4: 0.22219127416610718 (0.2154562251579359) | > loss_disc_real_5: 0.2300170660018921 (0.20482496658097143) | > loss_0: 2.259453773498535 (2.236469047656957) | > grad_norm_0: tensor(100.0545, device='cuda:0') (tensor(93.0990, device='cuda:0')) | > loss_gen: 2.912165641784668 (2.79272733986282) | > loss_kl: 2.117187261581421 (2.321522481775512) | > loss_feat: 8.736777305603027 (8.74621048372916) | > loss_mel: 14.672195434570312 (16.022641069839175) | > loss_duration: 1.597677230834961 (1.6521449707172529) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.0360050201416 (31.535246239384207) | > grad_norm_1: tensor(1876.1459, device='cuda:0') (tensor(1695.1317, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.7835 (0.741022445153499) | > loader_time: 0.0115 (0.011413676727221211)  --> TIME: 2025-02-19 21:11:22 -- STEP: 671/924 -- GLOBAL_STEP: 54850 | > loss_disc: 2.4424808025360107 (2.2362813313565186) | > loss_disc_real_0: 0.21032579243183136 (0.1169568053634085) | > loss_disc_real_1: 0.20033575594425201 (0.19438229663361364) | > loss_disc_real_2: 0.24172928929328918 (0.20158926314284317) | > loss_disc_real_3: 0.2305363565683365 (0.20609542365489872) | > loss_disc_real_4: 0.21790088713169098 (0.21503559687631502) | > loss_disc_real_5: 0.2068791687488556 (0.20478542106872877) | > loss_0: 2.4424808025360107 (2.2362813313565186) | > grad_norm_0: tensor(137.6782, device='cuda:0') (tensor(93.4460, device='cuda:0')) | > loss_gen: 2.52402400970459 (2.7929599526742193) | > loss_kl: 2.1584696769714355 (2.3175631100658864) | > loss_feat: 6.549384117126465 (8.750841135772607) | > loss_mel: 13.17895221710205 (16.01740359691502) | > loss_duration: 1.6268982887268066 (1.6516341750916703) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.037729263305664 (31.53040190069935) | > grad_norm_1: tensor(1751.8646, device='cuda:0') (tensor(1715.5627, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.7719 (0.7407142934784975) | > loader_time: 0.0115 (0.011389361053216652)  --> TIME: 2025-02-19 21:12:00 -- STEP: 721/924 -- GLOBAL_STEP: 54900 | > loss_disc: 2.321012496948242 (2.2360690440285036) | > loss_disc_real_0: 0.09337465465068817 (0.11725388606816489) | > loss_disc_real_1: 0.23018395900726318 (0.19437525837828135) | > loss_disc_real_2: 0.21560551226139069 (0.20173995029413766) | > loss_disc_real_3: 0.20701991021633148 (0.20587324540178578) | > loss_disc_real_4: 0.19891300797462463 (0.2151621542922667) | > loss_disc_real_5: 0.2289631962776184 (0.20449670130353365) | > loss_0: 2.321012496948242 (2.2360690440285036) | > grad_norm_0: tensor(100.3543, device='cuda:0') (tensor(94.1695, device='cuda:0')) | > loss_gen: 2.811022996902466 (2.7949819918644425) | > loss_kl: 2.417743682861328 (2.3168395096319907) | > loss_feat: 8.28234577178955 (8.758581096024834) | > loss_mel: 15.88228988647461 (16.032418916361017) | > loss_duration: 1.6521921157836914 (1.651677030796151) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.04559326171875 (31.554498511114662) | > grad_norm_1: tensor(1981.3777, device='cuda:0') (tensor(1717.6508, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.707 (0.7412107599261061) | > loader_time: 0.0099 (0.011396254977306947)  --> TIME: 2025-02-19 21:12:38 -- STEP: 771/924 -- GLOBAL_STEP: 54950 | > loss_disc: 2.2008702754974365 (2.2376087116978653) | > loss_disc_real_0: 0.15406370162963867 (0.11757220251995457) | > loss_disc_real_1: 0.20752157270908356 (0.19449876884696687) | > loss_disc_real_2: 0.22153472900390625 (0.2016532144928413) | > loss_disc_real_3: 0.1951686590909958 (0.2061598150762602) | > loss_disc_real_4: 0.19270969927310944 (0.21522201841211508) | > loss_disc_real_5: 0.17697693407535553 (0.2047101866680979) | > loss_0: 2.2008702754974365 (2.2376087116978653) | > grad_norm_0: tensor(98.5863, device='cuda:0') (tensor(94.6981, device='cuda:0')) | > loss_gen: 2.9948840141296387 (2.7926558826684036) | > loss_kl: 2.191715955734253 (2.314227036465002) | > loss_feat: 9.431612968444824 (8.753201322023642) | > loss_mel: 16.643781661987305 (16.02193820522917) | > loss_duration: 1.6836094856262207 (1.651774593209787) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.94560623168945 (31.533797005580404) | > grad_norm_1: tensor(1572.9829, device='cuda:0') (tensor(1744.7867, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.7705 (0.7416411271818873) | > loader_time: 0.0139 (0.011393547676571308)  --> TIME: 2025-02-19 21:13:16 -- STEP: 821/924 -- GLOBAL_STEP: 55000 | > loss_disc: 2.1953227519989014 (2.2370605733014206) | > loss_disc_real_0: 0.10544578731060028 (0.11779092918813737) | > loss_disc_real_1: 0.1920720487833023 (0.19427240982052746) | > loss_disc_real_2: 0.19107358157634735 (0.20170614992730088) | > loss_disc_real_3: 0.15619367361068726 (0.20603082683867566) | > loss_disc_real_4: 0.19960664212703705 (0.2151533933526561) | > loss_disc_real_5: 0.2181391716003418 (0.20460079530487688) | > loss_0: 2.1953227519989014 (2.2370605733014206) | > grad_norm_0: tensor(135.0502, device='cuda:0') (tensor(95.9860, device='cuda:0')) | > loss_gen: 2.5743842124938965 (2.7917619544318484) | > loss_kl: 2.2800800800323486 (2.3117896296655664) | > loss_feat: 8.996427536010742 (8.746630798158614) | > loss_mel: 17.12133026123047 (16.0165878741953) | > loss_duration: 1.6055810451507568 (1.6513377101354558) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.57780456542969 (31.518107931157992) | > grad_norm_1: tensor(2023.0773, device='cuda:0') (tensor(1768.5386, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.7235 (0.7415990010539152) | > loader_time: 0.011 (0.011390519345431036) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_55000.pth  --> TIME: 2025-02-19 21:13:57 -- STEP: 871/924 -- GLOBAL_STEP: 55050 | > loss_disc: 2.1698131561279297 (2.23551789737049) | > loss_disc_real_0: 0.08113608509302139 (0.1177228668963389) | > loss_disc_real_1: 0.15949012339115143 (0.19401147398759783) | > loss_disc_real_2: 0.18423031270503998 (0.2013450760381505) | > loss_disc_real_3: 0.16227667033672333 (0.205830146401402) | > loss_disc_real_4: 0.17363522946834564 (0.21511425989777297) | > loss_disc_real_5: 0.17164146900177002 (0.20461094909776364) | > loss_0: 2.1698131561279297 (2.23551789737049) | > grad_norm_0: tensor(111.1524, device='cuda:0') (tensor(96.7813, device='cuda:0')) | > loss_gen: 2.9091696739196777 (2.792753357016809) | > loss_kl: 2.4416911602020264 (2.3136575123472687) | > loss_feat: 10.037291526794434 (8.757056861465728) | > loss_mel: 16.522289276123047 (16.019556253566794) | > loss_duration: 1.6236358880996704 (1.6513061263394269) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.53407669067383 (31.534330078983416) | > grad_norm_1: tensor(2855.8093, device='cuda:0') (tensor(1787.7321, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.7033 (0.7414998512727926) | > loader_time: 0.0101 (0.011382043019501683)  --> TIME: 2025-02-19 21:14:34 -- STEP: 921/924 -- GLOBAL_STEP: 55100 | > loss_disc: 2.198289632797241 (2.2361923460075066) | > loss_disc_real_0: 0.11984530836343765 (0.1180687065759065) | > loss_disc_real_1: 0.21381065249443054 (0.19387445788947807) | > loss_disc_real_2: 0.2509206533432007 (0.2012469156136602) | > loss_disc_real_3: 0.24926137924194336 (0.20620064188227716) | > loss_disc_real_4: 0.25809821486473083 (0.21515146706831703) | > loss_disc_real_5: 0.22605831921100616 (0.20471403261608204) | > loss_0: 2.198289632797241 (2.2361923460075066) | > grad_norm_0: tensor(130.9819, device='cuda:0') (tensor(97.8335, device='cuda:0')) | > loss_gen: 3.1725101470947266 (2.7929537337714256) | > loss_kl: 2.112304210662842 (2.3140796659823732) | > loss_feat: 9.6322603225708 (8.756175657307528) | > loss_mel: 16.927518844604492 (16.025940832951928) | > loss_duration: 1.7028461694717407 (1.6507864266342755) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.54743957519531 (31.53993629969163) | > grad_norm_1: tensor(2543.8264, device='cuda:0') (tensor(1809.5623, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.7151 (0.7411312163846883) | > loader_time: 0.0105 (0.011361470569357943)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3508059978485107 (2.3508059978485107) | > loss_disc_real_0: 0.18546336889266968 (0.18546336889266968) | > loss_disc_real_1: 0.2308015376329422 (0.2308015376329422) | > loss_disc_real_2: 0.23930464684963226 (0.23930464684963226) | > loss_disc_real_3: 0.18414029479026794 (0.18414029479026794) | > loss_disc_real_4: 0.18848755955696106 (0.18848755955696106) | > loss_disc_real_5: 0.22685448825359344 (0.22685448825359344) | > loss_0: 2.3508059978485107 (2.3508059978485107) | > loss_gen: 2.5737316608428955 (2.5737316608428955) | > loss_kl: 2.1349451541900635 (2.1349451541900635) | > loss_feat: 7.02775239944458 (7.02775239944458) | > loss_mel: 12.556647300720215 (12.556647300720215) | > loss_duration: 1.6827682256698608 (1.6827682256698608) | > loss_1: 25.975845336914062 (25.975845336914062)  --> STEP: 1 | > loss_disc: 2.2981770038604736 (2.2981770038604736) | > loss_disc_real_0: 0.17161618173122406 (0.17161618173122406) | > loss_disc_real_1: 0.22060582041740417 (0.22060582041740417) | > loss_disc_real_2: 0.22573496401309967 (0.22573496401309967) | > loss_disc_real_3: 0.18023234605789185 (0.18023234605789185) | > loss_disc_real_4: 0.17464344203472137 (0.17464344203472137) | > loss_disc_real_5: 0.260166734457016 (0.260166734457016) | > loss_0: 2.2981770038604736 (2.2981770038604736) | > loss_gen: 2.5835373401641846 (2.5835373401641846) | > loss_kl: 2.202277183532715 (2.202277183532715) | > loss_feat: 7.373520374298096 (7.373520374298096) | > loss_mel: 15.395000457763672 (15.395000457763672) | > loss_duration: 1.7139503955841064 (1.7139503955841064) | > loss_1: 29.268287658691406 (29.268287658691406)  --> STEP: 2 | > loss_disc: 2.4219961166381836 (2.3600865602493286) | > loss_disc_real_0: 0.17584675550460815 (0.1737314686179161) | > loss_disc_real_1: 0.2175198495388031 (0.21906283497810364) | > loss_disc_real_2: 0.23327428102493286 (0.22950462251901627) | > loss_disc_real_3: 0.21911558508872986 (0.19967396557331085) | > loss_disc_real_4: 0.18836233019828796 (0.18150288611650467) | > loss_disc_real_5: 0.2570625841617584 (0.2586146593093872) | > loss_0: 2.4219961166381836 (2.3600865602493286) | > loss_gen: 2.484168291091919 (2.5338528156280518) | > loss_kl: 2.080728054046631 (2.141502618789673) | > loss_feat: 6.9791693687438965 (7.176344871520996) | > loss_mel: 13.803852081298828 (14.59942626953125) | > loss_duration: 1.5820307731628418 (1.6479905843734741) | > loss_1: 26.929950714111328 (28.099119186401367)  --> STEP: 3 | > loss_disc: 2.421912908554077 (2.380695343017578) | > loss_disc_real_0: 0.20315389335155487 (0.18353894352912903) | > loss_disc_real_1: 0.22151607275009155 (0.2198805809020996) | > loss_disc_real_2: 0.24845971167087555 (0.23582298556963602) | > loss_disc_real_3: 0.1769203245639801 (0.1920894185702006) | > loss_disc_real_4: 0.19124646484851837 (0.18475074569384256) | > loss_disc_real_5: 0.2606123089790344 (0.25928054253260296) | > loss_0: 2.421912908554077 (2.380695343017578) | > loss_gen: 2.505837917327881 (2.5245145161946616) | > loss_kl: 2.1355910301208496 (2.1395320892333984) | > loss_feat: 6.991702079772949 (7.114797274271647) | > loss_mel: 13.88965129852295 (14.362834612528482) | > loss_duration: 1.6521323919296265 (1.6493711868921916) | > loss_1: 27.174915313720703 (27.791051228841145)  --> STEP: 4 | > loss_disc: 2.3919789791107178 (2.383516252040863) | > loss_disc_real_0: 0.1818310171365738 (0.18311196193099022) | > loss_disc_real_1: 0.22780297696590424 (0.22186117991805077) | > loss_disc_real_2: 0.2367706596851349 (0.23605990409851074) | > loss_disc_real_3: 0.2044558972120285 (0.19518103823065758) | > loss_disc_real_4: 0.19369573891162872 (0.1869869939982891) | > loss_disc_real_5: 0.2594466507434845 (0.25932206958532333) | > loss_0: 2.3919789791107178 (2.383516252040863) | > loss_gen: 2.5905263423919678 (2.541017472743988) | > loss_kl: 2.1557717323303223 (2.1435920000076294) | > loss_feat: 7.344537258148193 (7.172232270240784) | > loss_mel: 13.93411636352539 (14.25565505027771) | > loss_duration: 1.7705092430114746 (1.6796557009220123) | > loss_1: 27.795461654663086 (27.79215383529663)  --> STEP: 5 | > loss_disc: 2.1840744018554688 (2.3436278820037844) | > loss_disc_real_0: 0.16865701973438263 (0.1802209734916687) | > loss_disc_real_1: 0.17927759885787964 (0.21334446370601653) | > loss_disc_real_2: 0.22126053273677826 (0.23310002982616423) | > loss_disc_real_3: 0.13840806484222412 (0.1838264435529709) | > loss_disc_real_4: 0.10218016058206558 (0.1700256273150444) | > loss_disc_real_5: 0.2614498436450958 (0.25974762439727783) | > loss_0: 2.1840744018554688 (2.3436278820037844) | > loss_gen: 2.784219264984131 (2.5896578311920164) | > loss_kl: 2.5301010608673096 (2.2208938121795656) | > loss_feat: 11.155434608459473 (7.968872737884522) | > loss_mel: 18.910282135009766 (15.186580467224122) | > loss_duration: 1.5580110549926758 (1.655326771736145) | > loss_1: 36.938045501708984 (29.6213321685791) --> EVAL PERFORMANCE | > avg_loader_time: 0.15737495422363282 (+0.0043061733245849665) | > avg_loss_disc: 2.3436278820037844 (+0.022072887420654386) | > avg_loss_disc_real_0: 0.1802209734916687 (+0.054007637500762956) | > avg_loss_disc_real_1: 0.21334446370601653 (+0.02931125760078429) | > avg_loss_disc_real_2: 0.23310002982616423 (+0.03392748534679413) | > avg_loss_disc_real_3: 0.1838264435529709 (-0.0489538699388504) | > avg_loss_disc_real_4: 0.1700256273150444 (-0.050516764819622056) | > avg_loss_disc_real_5: 0.25974762439727783 (+0.038803657889366155) | > avg_loss_0: 2.3436278820037844 (+0.022072887420654386) | > avg_loss_gen: 2.5896578311920164 (+0.06283984184265101) | > avg_loss_kl: 2.2208938121795656 (+0.05592694282531774) | > avg_loss_feat: 7.968872737884522 (+0.3169113159179693) | > avg_loss_mel: 15.186580467224122 (+1.194875717163086) | > avg_loss_duration: 1.655326771736145 (-0.0019853353500365323) | > avg_loss_1: 29.6213321685791 (+1.628569412231446)  > EPOCH: 10/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-19 21:14:45)   --> TIME: 2025-02-19 21:15:22 -- STEP: 47/924 -- GLOBAL_STEP: 55150 | > loss_disc: 2.387462615966797 (2.24270279103137) | > loss_disc_real_0: 0.13807405531406403 (0.1265504504454897) | > loss_disc_real_1: 0.19801674783229828 (0.19125093297755463) | > loss_disc_real_2: 0.18489889800548553 (0.1987688845776497) | > loss_disc_real_3: 0.18126676976680756 (0.20598856977959898) | > loss_disc_real_4: 0.2284013032913208 (0.2127596783511182) | > loss_disc_real_5: 0.18242210149765015 (0.2052374837246347) | > loss_0: 2.387462615966797 (2.24270279103137) | > grad_norm_0: tensor(165.0000, device='cuda:0') (tensor(119.9773, device='cuda:0')) | > loss_gen: 2.4355945587158203 (2.762529697824033) | > loss_kl: 2.3225667476654053 (2.285901516041857) | > loss_feat: 7.772749423980713 (8.577326612269626) | > loss_mel: 14.779417037963867 (15.736461193003553) | > loss_duration: 1.6604700088500977 (1.6487296109503888) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.97079849243164 (31.010948952208174) | > grad_norm_1: tensor(2193.3069, device='cuda:0') (tensor(2185.4514, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.7035 (0.7391556070206013) | > loader_time: 0.013 (0.011777142260936981)  --> TIME: 2025-02-19 21:16:00 -- STEP: 97/924 -- GLOBAL_STEP: 55200 | > loss_disc: 2.2284812927246094 (2.2385999296129366) | > loss_disc_real_0: 0.09339134395122528 (0.12453827991620789) | > loss_disc_real_1: 0.20812179148197174 (0.19142123718851628) | > loss_disc_real_2: 0.22247469425201416 (0.19844617210712628) | > loss_disc_real_3: 0.2202170193195343 (0.20495225519863597) | > loss_disc_real_4: 0.19764339923858643 (0.21398100057213576) | > loss_disc_real_5: 0.18842126429080963 (0.20515534742591307) | > loss_0: 2.2284812927246094 (2.2385999296129366) | > grad_norm_0: tensor(21.6153, device='cuda:0') (tensor(112.5909, device='cuda:0')) | > loss_gen: 2.871314525604248 (2.771551291967176) | > loss_kl: 2.5299322605133057 (2.323548943726058) | > loss_feat: 8.637478828430176 (8.674581596531823) | > loss_mel: 16.49114227294922 (15.926585512062937) | > loss_duration: 1.6371692419052124 (1.6488602038511295) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.16703796386719 (31.34512771527792) | > grad_norm_1: tensor(1605.7570, device='cuda:0') (tensor(2017.3806, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.7651 (0.7409690507908457) | > loader_time: 0.0145 (0.011833903715782556)  --> TIME: 2025-02-19 21:16:38 -- STEP: 147/924 -- GLOBAL_STEP: 55250 | > loss_disc: 2.112069845199585 (2.242399162175704) | > loss_disc_real_0: 0.15899989008903503 (0.12527285022090892) | > loss_disc_real_1: 0.21932147443294525 (0.19223310245948588) | > loss_disc_real_2: 0.19875910878181458 (0.19957605703752868) | > loss_disc_real_3: 0.1756141036748886 (0.20513108129404023) | > loss_disc_real_4: 0.1977556347846985 (0.21517441812015708) | > loss_disc_real_5: 0.1795874536037445 (0.20566251914517408) | > loss_0: 2.112069845199585 (2.242399162175704) | > grad_norm_0: tensor(179.3349, device='cuda:0') (tensor(116.1016, device='cuda:0')) | > loss_gen: 2.9174180030822754 (2.7779968093041663) | > loss_kl: 2.4336671829223633 (2.3371447997839274) | > loss_feat: 9.919200897216797 (8.697944498386514) | > loss_mel: 17.13751220703125 (15.934096453141192) | > loss_duration: 1.6609125137329102 (1.6500532010785576) | > amp_scaler: 64.0 (64.0) | > loss_1: 34.06871032714844 (31.39723588333649) | > grad_norm_1: tensor(1557.6184, device='cuda:0') (tensor(2044.2670, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.7413 (0.7423387676680168) | > loader_time: 0.011 (0.011704483810736207)  --> TIME: 2025-02-19 21:17:16 -- STEP: 197/924 -- GLOBAL_STEP: 55300 | > loss_disc: 2.1297926902770996 (2.2456861934080954) | > loss_disc_real_0: 0.08310601860284805 (0.12447682777561513) | > loss_disc_real_1: 0.15935420989990234 (0.19227770674349692) | > loss_disc_real_2: 0.1688711792230606 (0.2002652018203348) | > loss_disc_real_3: 0.17519564926624298 (0.2057084343608865) | > loss_disc_real_4: 0.17525556683540344 (0.2146799480400714) | > loss_disc_real_5: 0.1873989850282669 (0.20607671882900494) | > loss_0: 2.1297926902770996 (2.2456861934080954) | > grad_norm_0: tensor(140.4106, device='cuda:0') (tensor(116.0529, device='cuda:0')) | > loss_gen: 2.6422770023345947 (2.7756082031327463) | > loss_kl: 2.5157670974731445 (2.341469082130392) | > loss_feat: 9.125248908996582 (8.67937308519625) | > loss_mel: 16.954133987426758 (15.966384848967422) | > loss_duration: 1.6464308500289917 (1.6473098037206582) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.88385772705078 (31.410145077003442) | > grad_norm_1: tensor(3135.5894, device='cuda:0') (tensor(2033.2344, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.7387 (0.7422550015038042) | > loader_time: 0.0105 (0.011514477318313522)  --> TIME: 2025-02-19 21:17:54 -- STEP: 247/924 -- GLOBAL_STEP: 55350 | > loss_disc: 2.40067720413208 (2.245933396613549) | > loss_disc_real_0: 0.05226176977157593 (0.1227436640303627) | > loss_disc_real_1: 0.165272518992424 (0.19253095737111714) | > loss_disc_real_2: 0.17866165935993195 (0.2007150338125615) | > loss_disc_real_3: 0.20460806787014008 (0.20618216174575477) | > loss_disc_real_4: 0.23924513161182404 (0.21520739160327287) | > loss_disc_real_5: 0.2484467625617981 (0.20588302485614657) | > loss_0: 2.40067720413208 (2.245933396613549) | > grad_norm_0: tensor(64.0139, device='cuda:0') (tensor(112.8842, device='cuda:0')) | > loss_gen: 2.559497594833374 (2.773915938520239) | > loss_kl: 2.3294427394866943 (2.3450134254177546) | > loss_feat: 8.93442440032959 (8.664543512861739) | > loss_mel: 16.2002010345459 (15.951801404296628) | > loss_duration: 1.6797946691513062 (1.6490723024978329) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.70336151123047 (31.38434664150964) | > grad_norm_1: tensor(1729.5127, device='cuda:0') (tensor(1944.7531, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.7415 (0.7430014272450437) | > loader_time: 0.0164 (0.011523188849692403)  --> TIME: 2025-02-19 21:18:32 -- STEP: 297/924 -- GLOBAL_STEP: 55400 | > loss_disc: 2.311354875564575 (2.2446088196854) | > loss_disc_real_0: 0.12379448115825653 (0.12362382846950283) | > loss_disc_real_1: 0.2041400521993637 (0.19268844821035658) | > loss_disc_real_2: 0.23229731619358063 (0.200709410137199) | > loss_disc_real_3: 0.2164413183927536 (0.20600501259770052) | > loss_disc_real_4: 0.19621412456035614 (0.21489156938161105) | > loss_disc_real_5: 0.20909801125526428 (0.2053380825302818) | > loss_0: 2.311354875564575 (2.2446088196854) | > grad_norm_0: tensor(83.3251, device='cuda:0') (tensor(110.3553, device='cuda:0')) | > loss_gen: 2.7232367992401123 (2.780975176429108) | > loss_kl: 2.3273792266845703 (2.3318814103450825) | > loss_feat: 8.249991416931152 (8.688703188591129) | > loss_mel: 15.515851974487305 (15.982056742966778) | > loss_duration: 1.6127815246582031 (1.6490689170882356) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.429241180419922 (31.432685479571923) | > grad_norm_1: tensor(1258.0790, device='cuda:0') (tensor(1813.2935, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.7618 (0.7422469208136152) | > loader_time: 0.0107 (0.011597281754618941)  --> TIME: 2025-02-19 21:19:10 -- STEP: 347/924 -- GLOBAL_STEP: 55450 | > loss_disc: 2.203357458114624 (2.2463792215506713) | > loss_disc_real_0: 0.10016416013240814 (0.12201282715891901) | > loss_disc_real_1: 0.23431073129177094 (0.19270557637516977) | > loss_disc_real_2: 0.2108519822359085 (0.20143491764061733) | > loss_disc_real_3: 0.2248421162366867 (0.2064618884400606) | > loss_disc_real_4: 0.22677436470985413 (0.21478989655930295) | > loss_disc_real_5: 0.18329587578773499 (0.20582570693850177) | > loss_0: 2.203357458114624 (2.2463792215506713) | > grad_norm_0: tensor(22.2872, device='cuda:0') (tensor(106.3344, device='cuda:0')) | > loss_gen: 2.965571880340576 (2.777492130867688) | > loss_kl: 2.3620495796203613 (2.3340447563946407) | > loss_feat: 9.434687614440918 (8.673012374800974) | > loss_mel: 17.006729125976562 (15.970564322787677) | > loss_duration: 1.6597331762313843 (1.6489861915022217) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.42877197265625 (31.404099824449172) | > grad_norm_1: tensor(375.0485, device='cuda:0') (tensor(1776.2335, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.7352 (0.7435542128615152) | > loader_time: 0.0127 (0.011549941400973181)  --> TIME: 2025-02-19 21:19:48 -- STEP: 397/924 -- GLOBAL_STEP: 55500 | > loss_disc: 2.176990509033203 (2.243706988447562) | > loss_disc_real_0: 0.09874175488948822 (0.1204907376722665) | > loss_disc_real_1: 0.16595694422721863 (0.19288671962560275) | > loss_disc_real_2: 0.21871954202651978 (0.201104365720857) | > loss_disc_real_3: 0.2087896168231964 (0.2065058999533016) | > loss_disc_real_4: 0.23801393806934357 (0.2146813243402341) | > loss_disc_real_5: 0.26936066150665283 (0.2059521377461984) | > loss_0: 2.176990509033203 (2.243706988447562) | > grad_norm_0: tensor(31.5391, device='cuda:0') (tensor(102.8058, device='cuda:0')) | > loss_gen: 3.0860025882720947 (2.775248851824168) | > loss_kl: 2.5371973514556885 (2.3352394983810494) | > loss_feat: 8.73481273651123 (8.67034913790916) | > loss_mel: 15.98661994934082 (15.955815533846993) | > loss_duration: 1.6834444999694824 (1.6490605159730691) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.028076171875 (31.3857135676617) | > grad_norm_1: tensor(2167.2400, device='cuda:0') (tensor(1750.4053, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.7327 (0.7436658567385355) | > loader_time: 0.0126 (0.011522225829155675)  --> TIME: 2025-02-19 21:20:26 -- STEP: 447/924 -- GLOBAL_STEP: 55550 | > loss_disc: 2.235330104827881 (2.242349307275727) | > loss_disc_real_0: 0.12821657955646515 (0.12165810624491717) | > loss_disc_real_1: 0.22031943500041962 (0.1922401004122941) | > loss_disc_real_2: 0.1993446797132492 (0.200668539810234) | > loss_disc_real_3: 0.21070155501365662 (0.2060006961593158) | > loss_disc_real_4: 0.24554543197155 (0.2147900198129999) | > loss_disc_real_5: 0.20717938244342804 (0.20556313816199637) | > loss_0: 2.235330104827881 (2.242349307275727) | > grad_norm_0: tensor(40.9730, device='cuda:0') (tensor(104.5084, device='cuda:0')) | > loss_gen: 2.8134751319885254 (2.776214331321803) | > loss_kl: 2.236459493637085 (2.3309037096015035) | > loss_feat: 8.18348503112793 (8.677683769456484) | > loss_mel: 14.04960823059082 (15.954984091005603) | > loss_duration: 1.674889326095581 (1.6487621933021799) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.957916259765625 (31.388548119222826) | > grad_norm_1: tensor(1443.2371, device='cuda:0') (tensor(1767.0243, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.7591 (0.7436964202513903) | > loader_time: 0.0108 (0.011506184102171482)  --> TIME: 2025-02-19 21:21:05 -- STEP: 497/924 -- GLOBAL_STEP: 55600 | > loss_disc: 2.135641574859619 (2.240563606112538) | > loss_disc_real_0: 0.09197434782981873 (0.12054871547390039) | > loss_disc_real_1: 0.18640972673892975 (0.19217701421177363) | > loss_disc_real_2: 0.190800741314888 (0.2007077145924271) | > loss_disc_real_3: 0.2259732186794281 (0.2063168880025625) | > loss_disc_real_4: 0.20599038898944855 (0.21476175304749595) | > loss_disc_real_5: 0.20320548117160797 (0.20584868230450323) | > loss_0: 2.135641574859619 (2.240563606112538) | > grad_norm_0: tensor(118.2931, device='cuda:0') (tensor(103.5744, device='cuda:0')) | > loss_gen: 2.78576922416687 (2.7781289161091127) | > loss_kl: 2.2957913875579834 (2.326724073776538) | > loss_feat: 9.197375297546387 (8.687169475094885) | > loss_mel: 17.173067092895508 (15.949805115789955) | > loss_duration: 1.6056941747665405 (1.6486570576067179) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.05769729614258 (31.390484681311747) | > grad_norm_1: tensor(2539.9873, device='cuda:0') (tensor(1790.3569, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.7055 (0.7448583527110236) | > loader_time: 0.0098 (0.011490478841831502)  --> TIME: 2025-02-19 21:21:43 -- STEP: 547/924 -- GLOBAL_STEP: 55650 | > loss_disc: 2.1518003940582275 (2.2416312511485956) | > loss_disc_real_0: 0.09244980663061142 (0.12119926414171564) | > loss_disc_real_1: 0.15059517323970795 (0.19203240017132522) | > loss_disc_real_2: 0.16388057172298431 (0.20060242903188985) | > loss_disc_real_3: 0.19808287918567657 (0.2063623206652496) | > loss_disc_real_4: 0.15569080412387848 (0.21479475800581335) | > loss_disc_real_5: 0.1953386664390564 (0.2059834357861845) | > loss_0: 2.1518003940582275 (2.2416312511485956) | > grad_norm_0: tensor(67.6665, device='cuda:0') (tensor(105.7133, device='cuda:0')) | > loss_gen: 2.7466304302215576 (2.777618701540793) | > loss_kl: 2.4038171768188477 (2.325871272104533) | > loss_feat: 9.44874382019043 (8.698857484395582) | > loss_mel: 17.125383377075195 (15.954552624299714) | > loss_duration: 1.6417783498764038 (1.6489757750544294) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.36635208129883 (31.40587591209621) | > grad_norm_1: tensor(2492.7798, device='cuda:0') (tensor(1808.2747, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.7447 (0.7444637754499589) | > loader_time: 0.011 (0.011451610481499315)  --> TIME: 2025-02-19 21:22:20 -- STEP: 597/924 -- GLOBAL_STEP: 55700 | > loss_disc: 2.2224671840667725 (2.241374774993566) | > loss_disc_real_0: 0.07406356185674667 (0.12071158522287605) | > loss_disc_real_1: 0.1638980358839035 (0.19209914221436133) | > loss_disc_real_2: 0.18063881993293762 (0.20057123991812084) | > loss_disc_real_3: 0.21767674386501312 (0.20616443941940613) | > loss_disc_real_4: 0.2609691321849823 (0.21472288585787427) | > loss_disc_real_5: 0.1934887021780014 (0.2060324215210063) | > loss_0: 2.2224671840667725 (2.241374774993566) | > grad_norm_0: tensor(86.9791, device='cuda:0') (tensor(104.2160, device='cuda:0')) | > loss_gen: 3.0069425106048584 (2.778069805260281) | > loss_kl: 2.325925350189209 (2.322919341387662) | > loss_feat: 9.543120384216309 (8.701234076290673) | > loss_mel: 17.308984756469727 (15.958377735898322) | > loss_duration: 1.6215240955352783 (1.6483782511859677) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.806495666503906 (31.40897926573378) | > grad_norm_1: tensor(2125.8936, device='cuda:0') (tensor(1797.5334, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.7608 (0.7441145431256578) | > loader_time: 0.0143 (0.011461430857928352)  --> TIME: 2025-02-19 21:22:58 -- STEP: 647/924 -- GLOBAL_STEP: 55750 | > loss_disc: 2.265970230102539 (2.2449519545807197) | > loss_disc_real_0: 0.11676591634750366 (0.12161973650801863) | > loss_disc_real_1: 0.20586402714252472 (0.19272558662861905) | > loss_disc_real_2: 0.22497907280921936 (0.20071339747728853) | > loss_disc_real_3: 0.20724084973335266 (0.20633901664886445) | > loss_disc_real_4: 0.21565207839012146 (0.21472235970556078) | > loss_disc_real_5: 0.24976283311843872 (0.20637228608223523) | > loss_0: 2.265970230102539 (2.2449519545807197) | > grad_norm_0: tensor(115.3271, device='cuda:0') (tensor(104.1610, device='cuda:0')) | > loss_gen: 2.8902087211608887 (2.775473968323087) | > loss_kl: 2.3362274169921875 (2.3237840567342665) | > loss_feat: 8.772322654724121 (8.685839736295812) | > loss_mel: 16.43329429626465 (15.962017097650024) | > loss_duration: 1.6091583967208862 (1.6482990969093352) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.04121017456055 (31.395414010450313) | > grad_norm_1: tensor(2177.5076, device='cuda:0') (tensor(1779.4957, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.7118 (0.7440369663503846) | > loader_time: 0.0107 (0.011462490562309245)  --> TIME: 2025-02-19 21:23:36 -- STEP: 697/924 -- GLOBAL_STEP: 55800 | > loss_disc: 2.1303043365478516 (2.2419885687711787) | > loss_disc_real_0: 0.13213500380516052 (0.12105967090538619) | > loss_disc_real_1: 0.19072790443897247 (0.1926452616814903) | > loss_disc_real_2: 0.20386119186878204 (0.20055417021685729) | > loss_disc_real_3: 0.21912221610546112 (0.20622231594288196) | > loss_disc_real_4: 0.19042740762233734 (0.21454534528929317) | > loss_disc_real_5: 0.2678934633731842 (0.2060149768888522) | > loss_0: 2.1303043365478516 (2.2419885687711787) | > grad_norm_0: tensor(162.3853, device='cuda:0') (tensor(103.2838, device='cuda:0')) | > loss_gen: 3.2003016471862793 (2.7773417974989285) | > loss_kl: 2.316807508468628 (2.3199864603696643) | > loss_feat: 9.972482681274414 (8.697714296611855) | > loss_mel: 17.613893508911133 (15.963883898008502) | > loss_duration: 1.5995283126831055 (1.648117979766648) | > amp_scaler: 64.0 (64.0) | > loss_1: 34.7030143737793 (31.4070444777501) | > grad_norm_1: tensor(380.0208, device='cuda:0') (tensor(1760.7952, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.6887 (0.7441819555619184) | > loader_time: 0.0094 (0.011478634783664085)  --> TIME: 2025-02-19 21:24:15 -- STEP: 747/924 -- GLOBAL_STEP: 55850 | > loss_disc: 2.2273099422454834 (2.2376406401834674) | > loss_disc_real_0: 0.07759956270456314 (0.11875257415664563) | > loss_disc_real_1: 0.17468363046646118 (0.19259755158799396) | > loss_disc_real_2: 0.204838365316391 (0.20075187924875312) | > loss_disc_real_3: 0.21302497386932373 (0.20600881256971015) | > loss_disc_real_4: 0.2399623543024063 (0.21464263798402164) | > loss_disc_real_5: 0.22988781332969666 (0.20582178863416228) | > loss_0: 2.2273099422454834 (2.2376406401834674) | > grad_norm_0: tensor(61.8666, device='cuda:0') (tensor(100.9545, device='cuda:0')) | > loss_gen: 3.0035581588745117 (2.78648192464428) | > loss_kl: 2.188283920288086 (2.320411452647035) | > loss_feat: 8.811626434326172 (8.722909156896336) | > loss_mel: 15.31059741973877 (15.97943985669648) | > loss_duration: 1.7057780027389526 (1.647843996683756) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.019845962524414 (31.457086448209832) | > grad_norm_1: tensor(1276.1082, device='cuda:0') (tensor(1701.7351, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.7882 (0.7444370989818649) | > loader_time: 0.0114 (0.011468217395236055)  --> TIME: 2025-02-19 21:24:52 -- STEP: 797/924 -- GLOBAL_STEP: 55900 | > loss_disc: 2.062793254852295 (2.2384328397932745) | > loss_disc_real_0: 0.060833271592855453 (0.11841363691662904) | > loss_disc_real_1: 0.19683949649333954 (0.19295660109075724) | > loss_disc_real_2: 0.16845327615737915 (0.20066976569677086) | > loss_disc_real_3: 0.18166333436965942 (0.20628443330414173) | > loss_disc_real_4: 0.18571382761001587 (0.21456882221112425) | > loss_disc_real_5: 0.2167210429906845 (0.20600600759387758) | > loss_0: 2.062793254852295 (2.2384328397932745) | > grad_norm_0: tensor(19.2889, device='cuda:0') (tensor(99.5632, device='cuda:0')) | > loss_gen: 2.8491134643554688 (2.787413465183984) | > loss_kl: 2.322012424468994 (2.317742802716858) | > loss_feat: 9.112781524658203 (8.726456864116471) | > loss_mel: 15.583948135375977 (16.001752411855506) | > loss_duration: 1.6176592111587524 (1.6479408583946173) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.48551368713379 (31.481306451775946) | > grad_norm_1: tensor(436.3676, device='cuda:0') (tensor(1673.1121, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.7431 (0.744012840718517) | > loader_time: 0.0108 (0.011431707791432533)  --> TIME: 2025-02-19 21:25:30 -- STEP: 847/924 -- GLOBAL_STEP: 55950 | > loss_disc: 2.29060435295105 (2.2398188230982923) | > loss_disc_real_0: 0.11403264850378036 (0.11886641234071506) | > loss_disc_real_1: 0.24680884182453156 (0.1932604659916096) | > loss_disc_real_2: 0.21056577563285828 (0.20095329194240616) | > loss_disc_real_3: 0.19095487892627716 (0.2063981571719666) | > loss_disc_real_4: 0.1982349008321762 (0.21444327112423617) | > loss_disc_real_5: 0.18946635723114014 (0.2059642747660313) | > loss_0: 2.29060435295105 (2.2398188230982923) | > grad_norm_0: tensor(67.2084, device='cuda:0') (tensor(98.0743, device='cuda:0')) | > loss_gen: 2.61202073097229 (2.784393837488531) | > loss_kl: 2.232802391052246 (2.3191066472279847) | > loss_feat: 7.197226524353027 (8.723297114636845) | > loss_mel: 14.090971946716309 (16.019934548397114) | > loss_duration: 1.624089241027832 (1.647656618352482) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.757110595703125 (31.494388805511008) | > grad_norm_1: tensor(1743.5189, device='cuda:0') (tensor(1663.7189, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.6657 (0.7440980471573867) | > loader_time: 0.0091 (0.011379211542879394)  --> TIME: 2025-02-19 21:26:08 -- STEP: 897/924 -- GLOBAL_STEP: 56000 | > loss_disc: 2.1673035621643066 (2.2386767214357244) | > loss_disc_real_0: 0.12222947180271149 (0.11923352368965064) | > loss_disc_real_1: 0.18416641652584076 (0.19310048073862437) | > loss_disc_real_2: 0.20801346004009247 (0.20069013477833642) | > loss_disc_real_3: 0.21637535095214844 (0.20612641203828747) | > loss_disc_real_4: 0.213485985994339 (0.2142796627720329) | > loss_disc_real_5: 0.17655743658542633 (0.20568783072922933) | > loss_0: 2.1673035621643066 (2.2386767214357244) | > grad_norm_0: tensor(51.2564, device='cuda:0') (tensor(97.1697, device='cuda:0')) | > loss_gen: 3.0627877712249756 (2.7866751560266496) | > loss_kl: 2.3964993953704834 (2.3207172669694565) | > loss_feat: 9.168036460876465 (8.732704343870195) | > loss_mel: 15.737186431884766 (16.023825913368636) | > loss_duration: 1.6559163331985474 (1.6474467165095346) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.02042770385742 (31.511369454289227) | > grad_norm_1: tensor(1840.4438, device='cuda:0') (tensor(1648.8344, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.718 (0.74363187457141) | > loader_time: 0.0105 (0.011346426562986511) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_56000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.164740562438965 (2.164740562438965) | > loss_disc_real_0: 0.15370896458625793 (0.15370896458625793) | > loss_disc_real_1: 0.19620175659656525 (0.19620175659656525) | > loss_disc_real_2: 0.18841508030891418 (0.18841508030891418) | > loss_disc_real_3: 0.17881418764591217 (0.17881418764591217) | > loss_disc_real_4: 0.1858830749988556 (0.1858830749988556) | > loss_disc_real_5: 0.18433505296707153 (0.18433505296707153) | > loss_0: 2.164740562438965 (2.164740562438965) | > loss_gen: 2.6959280967712402 (2.6959280967712402) | > loss_kl: 2.1398916244506836 (2.1398916244506836) | > loss_feat: 8.953680992126465 (8.953680992126465) | > loss_mel: 16.647430419921875 (16.647430419921875) | > loss_duration: 1.6845325231552124 (1.6845325231552124) | > loss_1: 32.121463775634766 (32.121463775634766)  --> STEP: 1 | > loss_disc: 2.4409289360046387 (2.4409289360046387) | > loss_disc_real_0: 0.20259475708007812 (0.20259475708007812) | > loss_disc_real_1: 0.2191079556941986 (0.2191079556941986) | > loss_disc_real_2: 0.2064477652311325 (0.2064477652311325) | > loss_disc_real_3: 0.2084801197052002 (0.2084801197052002) | > loss_disc_real_4: 0.20611312985420227 (0.20611312985420227) | > loss_disc_real_5: 0.20967550575733185 (0.20967550575733185) | > loss_0: 2.4409289360046387 (2.4409289360046387) | > loss_gen: 2.4291493892669678 (2.4291493892669678) | > loss_kl: 2.189307928085327 (2.189307928085327) | > loss_feat: 7.5715179443359375 (7.5715179443359375) | > loss_mel: 14.12972640991211 (14.12972640991211) | > loss_duration: 1.7091073989868164 (1.7091073989868164) | > loss_1: 28.02880859375 (28.02880859375)  --> STEP: 2 | > loss_disc: 2.317064046859741 (2.37899649143219) | > loss_disc_real_0: 0.1761094629764557 (0.1893521100282669) | > loss_disc_real_1: 0.20490126311779022 (0.21200460940599442) | > loss_disc_real_2: 0.21070541441440582 (0.20857658982276917) | > loss_disc_real_3: 0.19158630073070526 (0.20003321021795273) | > loss_disc_real_4: 0.20547983050346375 (0.205796480178833) | > loss_disc_real_5: 0.16914622485637665 (0.18941086530685425) | > loss_0: 2.317064046859741 (2.37899649143219) | > loss_gen: 2.6549882888793945 (2.542068839073181) | > loss_kl: 2.193049430847168 (2.1911786794662476) | > loss_feat: 9.497259140014648 (8.534388542175293) | > loss_mel: 16.560585021972656 (15.345155715942383) | > loss_duration: 1.5805439949035645 (1.6448256969451904) | > loss_1: 32.48642349243164 (30.25761604309082)  --> STEP: 3 | > loss_disc: 2.376664876937866 (2.3782192866007485) | > loss_disc_real_0: 0.17860814929008484 (0.1857707897822062) | > loss_disc_real_1: 0.20297299325466156 (0.20899407068888345) | > loss_disc_real_2: 0.19724519550800323 (0.20479945838451385) | > loss_disc_real_3: 0.2039819210767746 (0.20134944717089334) | > loss_disc_real_4: 0.23083412647247314 (0.21414236227671304) | > loss_disc_real_5: 0.1803039163351059 (0.1863752156496048) | > loss_0: 2.376664876937866 (2.3782192866007485) | > loss_gen: 2.4631385803222656 (2.515758752822876) | > loss_kl: 2.3399507999420166 (2.240769386291504) | > loss_feat: 8.205089569091797 (8.424622217814127) | > loss_mel: 15.269315719604492 (15.319875717163086) | > loss_duration: 1.6603472232818604 (1.6499995390574138) | > loss_1: 29.937841415405273 (30.151024500528973)  --> STEP: 4 | > loss_disc: 2.431043863296509 (2.3914254307746887) | > loss_disc_real_0: 0.1863529533147812 (0.18591633066534996) | > loss_disc_real_1: 0.2099960297346115 (0.20924456045031548) | > loss_disc_real_2: 0.21385160088539124 (0.2070624940097332) | > loss_disc_real_3: 0.17923767864704132 (0.19582150503993034) | > loss_disc_real_4: 0.20062564313411713 (0.21076318249106407) | > loss_disc_real_5: 0.20715656876564026 (0.19157055392861366) | > loss_0: 2.431043863296509 (2.3914254307746887) | > loss_gen: 2.3704419136047363 (2.479429543018341) | > loss_kl: 1.9531832933425903 (2.1688728630542755) | > loss_feat: 7.106503009796143 (8.095092415809631) | > loss_mel: 13.831889152526855 (14.947879076004028) | > loss_duration: 1.7716408967971802 (1.6804098784923553) | > loss_1: 27.03365707397461 (29.37168264389038)  --> STEP: 5 | > loss_disc: 2.354306221008301 (2.384001588821411) | > loss_disc_real_0: 0.2300167679786682 (0.19473641812801362) | > loss_disc_real_1: 0.22529010474681854 (0.2124536693096161) | > loss_disc_real_2: 0.22407089173793793 (0.21046417355537414) | > loss_disc_real_3: 0.20159462094306946 (0.19697612822055816) | > loss_disc_real_4: 0.27227982878685 (0.22306651175022124) | > loss_disc_real_5: 0.12040697038173676 (0.1773378372192383) | > loss_0: 2.354306221008301 (2.384001588821411) | > loss_gen: 2.817992925643921 (2.547142219543457) | > loss_kl: 2.0471208095550537 (2.144522452354431) | > loss_feat: 9.162627220153809 (8.308599376678467) | > loss_mel: 18.003231048583984 (15.55894947052002) | > loss_duration: 1.5561898946762085 (1.6555658817291259) | > loss_1: 33.587162017822266 (30.21477851867676) --> EVAL PERFORMANCE | > avg_loader_time: 0.15577325820922852 (-0.0016016960144042969) | > avg_loss_disc: 2.384001588821411 (+0.040373706817626864) | > avg_loss_disc_real_0: 0.19473641812801362 (+0.01451544463634491) | > avg_loss_disc_real_1: 0.2124536693096161 (-0.0008907943964004406) | > avg_loss_disc_real_2: 0.21046417355537414 (-0.022635856270790095) | > avg_loss_disc_real_3: 0.19697612822055816 (+0.013149684667587258) | > avg_loss_disc_real_4: 0.22306651175022124 (+0.05304088443517685) | > avg_loss_disc_real_5: 0.1773378372192383 (-0.08240978717803954) | > avg_loss_0: 2.384001588821411 (+0.040373706817626864) | > avg_loss_gen: 2.547142219543457 (-0.042515611648559215) | > avg_loss_kl: 2.144522452354431 (-0.07637135982513454) | > avg_loss_feat: 8.308599376678467 (+0.3397266387939455) | > avg_loss_mel: 15.55894947052002 (+0.3723690032958977) | > avg_loss_duration: 1.6555658817291259 (+0.0002391099929808238) | > avg_loss_1: 30.21477851867676 (+0.5934463500976577)  > EPOCH: 11/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-19 21:26:38)   --> TIME: 2025-02-19 21:26:57 -- STEP: 23/924 -- GLOBAL_STEP: 56050 | > loss_disc: 2.236738920211792 (2.2264769595602285) | > loss_disc_real_0: 0.1525108516216278 (0.13447421983532284) | > loss_disc_real_1: 0.21422439813613892 (0.18932510005391162) | > loss_disc_real_2: 0.20372959971427917 (0.19959924467231915) | > loss_disc_real_3: 0.19379673898220062 (0.19771962580473526) | > loss_disc_real_4: 0.2415248602628708 (0.21398475053517715) | > loss_disc_real_5: 0.19493936002254486 (0.19291634209777997) | > loss_0: 2.236738920211792 (2.2264769595602285) | > grad_norm_0: tensor(111.8594, device='cuda:0') (tensor(125.0207, device='cuda:0')) | > loss_gen: 2.6621720790863037 (2.780656348104063) | > loss_kl: 2.3643131256103516 (2.302120602649192) | > loss_feat: 8.1517333984375 (8.559927608655848) | > loss_mel: 14.950787544250488 (15.575456038765285) | > loss_duration: 1.6481183767318726 (1.6356443425883418) | > amp_scaler: 64.0 (125.21739130434783) | > loss_1: 29.77712631225586 (30.853804961494777) | > grad_norm_1: 0 (tensor(2016.2482, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.6545 (0.734460333119268) | > loader_time: 0.0113 (0.01087120304936948)  --> TIME: 2025-02-19 21:27:36 -- STEP: 73/924 -- GLOBAL_STEP: 56100 | > loss_disc: 2.1359896659851074 (2.221231532423463) | > loss_disc_real_0: 0.13689842820167542 (0.12251199781894684) | > loss_disc_real_1: 0.17420649528503418 (0.19189527508330673) | > loss_disc_real_2: 0.19618619978427887 (0.19845938968331847) | > loss_disc_real_3: 0.15989479422569275 (0.2034861784275264) | > loss_disc_real_4: 0.17484009265899658 (0.21347606794474877) | > loss_disc_real_5: 0.19699914753437042 (0.20021762157956213) | > loss_0: 2.1359896659851074 (2.221231532423463) | > grad_norm_0: tensor(124.6005, device='cuda:0') (tensor(109.6905, device='cuda:0')) | > loss_gen: 2.8937416076660156 (2.79267047855952) | > loss_kl: 2.308995008468628 (2.313789642020448) | > loss_feat: 9.360217094421387 (8.71341176882182) | > loss_mel: 16.055761337280273 (15.79163269147481) | > loss_duration: 1.6575415134429932 (1.6416122831710398) | > amp_scaler: 64.0 (83.28767123287672) | > loss_1: 32.2762565612793 (31.253116764434395) | > grad_norm_1: tensor(1778.0631, device='cuda:0') (tensor(2050.5337, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.7319 (0.745315045526583) | > loader_time: 0.0143 (0.011214484907176397)  --> TIME: 2025-02-19 21:28:13 -- STEP: 123/924 -- GLOBAL_STEP: 56150 | > loss_disc: 2.2794952392578125 (2.231373800494805) | > loss_disc_real_0: 0.1225336492061615 (0.12292954719405834) | > loss_disc_real_1: 0.2030441015958786 (0.19303676061998537) | > loss_disc_real_2: 0.19788964092731476 (0.1989901814518905) | > loss_disc_real_3: 0.18264149129390717 (0.2040716559906316) | > loss_disc_real_4: 0.19973714649677277 (0.21372446466267594) | > loss_disc_real_5: 0.1730879247188568 (0.20188533302729691) | > loss_0: 2.2794952392578125 (2.231373800494805) | > grad_norm_0: tensor(157.5672, device='cuda:0') (tensor(112.5031, device='cuda:0')) | > loss_gen: 2.5854105949401855 (2.784847895304362) | > loss_kl: 2.269609212875366 (2.292382532988138) | > loss_feat: 8.257429122924805 (8.709581650369536) | > loss_mel: 14.547051429748535 (15.765861100297633) | > loss_duration: 1.6010158061981201 (1.6406733098068857) | > amp_scaler: 64.0 (75.44715447154472) | > loss_1: 29.260515213012695 (31.193346349204457) | > grad_norm_1: tensor(2460.5159, device='cuda:0') (tensor(2118.2468, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.7144 (0.7396570395647996) | > loader_time: 0.0099 (0.011299443438770325)  --> TIME: 2025-02-19 21:28:51 -- STEP: 173/924 -- GLOBAL_STEP: 56200 | > loss_disc: 2.346944808959961 (2.228475479721333) | > loss_disc_real_0: 0.13134066760540009 (0.12303970855353885) | > loss_disc_real_1: 0.23971478641033173 (0.19290915140182296) | > loss_disc_real_2: 0.21042536199092865 (0.1982945033236046) | > loss_disc_real_3: 0.2456517368555069 (0.20400562787676133) | > loss_disc_real_4: 0.2076769471168518 (0.2125763495188917) | > loss_disc_real_5: 0.26673468947410583 (0.2034076375596096) | > loss_0: 2.346944808959961 (2.228475479721333) | > grad_norm_0: tensor(78.3049, device='cuda:0') (tensor(116.0607, device='cuda:0')) | > loss_gen: 2.9184725284576416 (2.7920354211950578) | > loss_kl: 2.1097841262817383 (2.2837868922018596) | > loss_feat: 8.269641876220703 (8.733731738404733) | > loss_mel: 15.575334548950195 (15.824433475560536) | > loss_duration: 1.6360504627227783 (1.6413513876799215) | > amp_scaler: 64.0 (72.13872832369944) | > loss_1: 30.50928497314453 (31.275338850958498) | > grad_norm_1: tensor(1931.2976, device='cuda:0') (tensor(2122.5591, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.7047 (0.7406181035014247) | > loader_time: 0.0097 (0.011325052018799537)  --> TIME: 2025-02-19 21:29:29 -- STEP: 223/924 -- GLOBAL_STEP: 56250 | > loss_disc: 2.310685157775879 (2.226927158543882) | > loss_disc_real_0: 0.14638768136501312 (0.12217134970653752) | > loss_disc_real_1: 0.21435730159282684 (0.19273169659445638) | > loss_disc_real_2: 0.19922931492328644 (0.19887605603500333) | > loss_disc_real_3: 0.23464766144752502 (0.20357577422541887) | > loss_disc_real_4: 0.24574032425880432 (0.213490939594705) | > loss_disc_real_5: 0.23348067700862885 (0.20323584412512757) | > loss_0: 2.310685157775879 (2.226927158543882) | > grad_norm_0: tensor(138.4310, device='cuda:0') (tensor(116.0148, device='cuda:0')) | > loss_gen: 2.8712034225463867 (2.7969304478221932) | > loss_kl: 2.2114381790161133 (2.2850585304568174) | > loss_feat: 7.7495574951171875 (8.743848715127852) | > loss_mel: 14.381338119506836 (15.840063052327109) | > loss_duration: 1.6531569957733154 (1.641945772106872) | > amp_scaler: 64.0 (70.3139013452915) | > loss_1: 28.866695404052734 (31.307846479886315) | > grad_norm_1: tensor(1875.7557, device='cuda:0') (tensor(2118.2314, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.7236 (0.7404200827594295) | > loader_time: 0.0099 (0.011264602165051107)  --> TIME: 2025-02-19 21:30:06 -- STEP: 273/924 -- GLOBAL_STEP: 56300 | > loss_disc: 2.0839171409606934 (2.2380098702706688) | > loss_disc_real_0: 0.10861289501190186 (0.12418474946102817) | > loss_disc_real_1: 0.17062141001224518 (0.19341396854255663) | > loss_disc_real_2: 0.20556485652923584 (0.1997248820223651) | > loss_disc_real_3: 0.19729749858379364 (0.20408203985009873) | > loss_disc_real_4: 0.22182586789131165 (0.21363419600022143) | > loss_disc_real_5: 0.17654986679553986 (0.2041645009657402) | > loss_0: 2.0839171409606934 (2.2380098702706688) | > grad_norm_0: tensor(84.5594, device='cuda:0') (tensor(116.8577, device='cuda:0')) | > loss_gen: 2.877453088760376 (2.7863420951060753) | > loss_kl: 2.286367416381836 (2.284414738525839) | > loss_feat: 9.930146217346191 (8.697809083121163) | > loss_mel: 17.5346736907959 (15.801194432017567) | > loss_duration: 1.6813018321990967 (1.644102516628447) | > amp_scaler: 64.0 (69.15750915750918) | > loss_1: 34.309940338134766 (31.213862848805856) | > grad_norm_1: tensor(2277.5088, device='cuda:0') (tensor(2104.5752, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.7393 (0.7394254059145302) | > loader_time: 0.0107 (0.011200349409501632)  --> TIME: 2025-02-19 21:30:44 -- STEP: 323/924 -- GLOBAL_STEP: 56350 | > loss_disc: 2.2558462619781494 (2.239838673972492) | > loss_disc_real_0: 0.1061108261346817 (0.12297000518016771) | > loss_disc_real_1: 0.1623120754957199 (0.1941258437677804) | > loss_disc_real_2: 0.15925909578800201 (0.20038397467173286) | > loss_disc_real_3: 0.21871338784694672 (0.20388484637803705) | > loss_disc_real_4: 0.2186846286058426 (0.21364319545934812) | > loss_disc_real_5: 0.1952005922794342 (0.20469930804919892) | > loss_0: 2.2558462619781494 (2.239838673972492) | > grad_norm_0: tensor(82.1095, device='cuda:0') (tensor(115.2034, device='cuda:0')) | > loss_gen: 2.7129569053649902 (2.784474437081775) | > loss_kl: 2.184749126434326 (2.2838924241139815) | > loss_feat: 8.168460845947266 (8.697888294609712) | > loss_mel: 14.964340209960938 (15.830048310129266) | > loss_duration: 1.6784093379974365 (1.6442062035433638) | > amp_scaler: 64.0 (68.35913312693505) | > loss_1: 29.70891761779785 (31.240509629618643) | > grad_norm_1: tensor(2066.0876, device='cuda:0') (tensor(2089.6089, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.7488 (0.7400987790464989) | > loader_time: 0.0142 (0.011241458148779143)  --> TIME: 2025-02-19 21:31:23 -- STEP: 373/924 -- GLOBAL_STEP: 56400 | > loss_disc: 2.1327290534973145 (2.2391868321569595) | > loss_disc_real_0: 0.10303770005702972 (0.1226544948769159) | > loss_disc_real_1: 0.18743330240249634 (0.19394342289693245) | > loss_disc_real_2: 0.23718629777431488 (0.2004360289739859) | > loss_disc_real_3: 0.2233022004365921 (0.20428114698016292) | > loss_disc_real_4: 0.2515949010848999 (0.21386556702868229) | > loss_disc_real_5: 0.21660937368869781 (0.20492302168949672) | > loss_0: 2.1327290534973145 (2.2391868321569595) | > grad_norm_0: tensor(90.4232, device='cuda:0') (tensor(116.4612, device='cuda:0')) | > loss_gen: 3.0410163402557373 (2.7834855685604776) | > loss_kl: 2.4668378829956055 (2.2880254204087866) | > loss_feat: 9.594958305358887 (8.693692526932386) | > loss_mel: 16.251602172851562 (15.835018134948076) | > loss_duration: 1.5809754133224487 (1.6447703352562535) | > amp_scaler: 64.0 (67.77479892761394) | > loss_1: 32.93539047241211 (31.244991900773854) | > grad_norm_1: tensor(1923.8887, device='cuda:0') (tensor(2098.4187, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 1.0652 (0.7415171206476864) | > loader_time: 0.0118 (0.011257268148836442)  --> TIME: 2025-02-19 21:32:01 -- STEP: 423/924 -- GLOBAL_STEP: 56450 | > loss_disc: 2.225156307220459 (2.2396825673168697) | > loss_disc_real_0: 0.18548312783241272 (0.12226339781890243) | > loss_disc_real_1: 0.17821350693702698 (0.1936811266145527) | > loss_disc_real_2: 0.19185803830623627 (0.20058984779719763) | > loss_disc_real_3: 0.19673649966716766 (0.20441928298056267) | > loss_disc_real_4: 0.1988493800163269 (0.2139733664814744) | > loss_disc_real_5: 0.18809528648853302 (0.20493976204671469) | > loss_0: 2.225156307220459 (2.2396825673168697) | > grad_norm_0: tensor(96.7318, device='cuda:0') (tensor(116.9243, device='cuda:0')) | > loss_gen: 2.600287437438965 (2.781492511713193) | > loss_kl: 2.2995855808258057 (2.291366161465927) | > loss_feat: 6.725651741027832 (8.680839348064815) | > loss_mel: 13.65247631072998 (15.818036866244412) | > loss_duration: 1.7065329551696777 (1.6442881278676054) | > amp_scaler: 64.0 (67.32860520094563) | > loss_1: 26.984533309936523 (31.216022955892214) | > grad_norm_1: tensor(1638.3264, device='cuda:0') (tensor(2106.9373, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.7271 (0.7422257039000241) | > loader_time: 0.0109 (0.011280076723572214)  --> TIME: 2025-02-19 21:32:39 -- STEP: 473/924 -- GLOBAL_STEP: 56500 | > loss_disc: 2.30806303024292 (2.2387952673510805) | > loss_disc_real_0: 0.09337210655212402 (0.12179190596963337) | > loss_disc_real_1: 0.18268592655658722 (0.19351179103896693) | > loss_disc_real_2: 0.18894660472869873 (0.20058644095132513) | > loss_disc_real_3: 0.27273041009902954 (0.20493575546252552) | > loss_disc_real_4: 0.21861673891544342 (0.21409018920541567) | > loss_disc_real_5: 0.2251964807510376 (0.20503882087184302) | > loss_0: 2.30806303024292 (2.2387952673510805) | > grad_norm_0: tensor(86.3522, device='cuda:0') (tensor(116.3154, device='cuda:0')) | > loss_gen: 2.6143736839294434 (2.7824170337418908) | > loss_kl: 2.142910957336426 (2.2955229194169324) | > loss_feat: 8.78318977355957 (8.68823081091142) | > loss_mel: 16.030118942260742 (15.823641956482579) | > loss_duration: 1.6549630165100098 (1.6444536560937661) | > amp_scaler: 64.0 (66.97674418604652) | > loss_1: 31.225555419921875 (31.234266337582223) | > grad_norm_1: tensor(2207.0242, device='cuda:0') (tensor(2109.5479, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.7703 (0.7427681137593052) | > loader_time: 0.0107 (0.011277082354523418)  --> TIME: 2025-02-19 21:33:17 -- STEP: 523/924 -- GLOBAL_STEP: 56550 | > loss_disc: 2.066106081008911 (2.2412270651720663) | > loss_disc_real_0: 0.07284598797559738 (0.12159407182986604) | > loss_disc_real_1: 0.18438836932182312 (0.19410982172416236) | > loss_disc_real_2: 0.171955406665802 (0.2010343817007473) | > loss_disc_real_3: 0.21189865469932556 (0.20523601508277325) | > loss_disc_real_4: 0.20393772423267365 (0.214288115672354) | > loss_disc_real_5: 0.20595678687095642 (0.20495588584566202) | > loss_0: 2.066106081008911 (2.2412270651720663) | > grad_norm_0: tensor(106.0474, device='cuda:0') (tensor(116.0383, device='cuda:0')) | > loss_gen: 2.945012092590332 (2.7824357595316065) | > loss_kl: 2.469792604446411 (2.29683680128641) | > loss_feat: 9.536420822143555 (8.695523179967829) | > loss_mel: 16.759906768798828 (15.843185986433157) | > loss_duration: 1.6839643716812134 (1.644478307855288) | > amp_scaler: 64.0 (66.69216061185469) | > loss_1: 33.39509582519531 (31.26245997923054) | > grad_norm_1: tensor(2571.3848, device='cuda:0') (tensor(2100.4250, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.7416 (0.742458926104223) | > loader_time: 0.0099 (0.011300882919340702)  --> TIME: 2025-02-19 21:33:55 -- STEP: 573/924 -- GLOBAL_STEP: 56600 | > loss_disc: 2.2593789100646973 (2.2414521259787183) | > loss_disc_real_0: 0.12175006419420242 (0.12089359321441326) | > loss_disc_real_1: 0.1703336387872696 (0.19419283915252591) | > loss_disc_real_2: 0.19297675788402557 (0.20098066660226116) | > loss_disc_real_3: 0.22653739154338837 (0.2055561553953414) | > loss_disc_real_4: 0.19729909300804138 (0.21432026591392503) | > loss_disc_real_5: 0.18567419052124023 (0.20543713768843364) | > loss_0: 2.2593789100646973 (2.2414521259787183) | > grad_norm_0: tensor(151.7057, device='cuda:0') (tensor(115.1546, device='cuda:0')) | > loss_gen: 2.6787190437316895 (2.7814539610611395) | > loss_kl: 2.198791980743408 (2.2941101433719027) | > loss_feat: 9.337779998779297 (8.683401025402619) | > loss_mel: 16.35995864868164 (15.83105262536653) | > loss_duration: 1.6482648849487305 (1.644305772806337) | > amp_scaler: 64.0 (66.45724258289705) | > loss_1: 32.223514556884766 (31.23432347162856) | > grad_norm_1: tensor(1427.4128, device='cuda:0') (tensor(2091.8140, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.7473 (0.7428264547184921) | > loader_time: 0.0111 (0.011319696799206696)  --> TIME: 2025-02-19 21:34:33 -- STEP: 623/924 -- GLOBAL_STEP: 56650 | > loss_disc: 2.2926888465881348 (2.239490498317763) | > loss_disc_real_0: 0.06849092990159988 (0.1202288144185876) | > loss_disc_real_1: 0.15949735045433044 (0.19411613008853537) | > loss_disc_real_2: 0.15965986251831055 (0.20101251514153143) | > loss_disc_real_3: 0.25537538528442383 (0.2056194220940144) | > loss_disc_real_4: 0.20731864869594574 (0.21428952489293407) | > loss_disc_real_5: 0.19412274658679962 (0.20500377748598056) | > loss_0: 2.2926888465881348 (2.239490498317763) | > grad_norm_0: tensor(86.5009, device='cuda:0') (tensor(114.7084, device='cuda:0')) | > loss_gen: 2.5506973266601562 (2.7848028998887733) | > loss_kl: 2.269324541091919 (2.2948954970266437) | > loss_feat: 8.611811637878418 (8.698170068750036) | > loss_mel: 15.964680671691895 (15.850465802090126) | > loss_duration: 1.6472866535186768 (1.6439568847178647) | > amp_scaler: 64.0 (66.26003210272876) | > loss_1: 31.04380226135254 (31.2722911008097) | > grad_norm_1: tensor(1829.1648, device='cuda:0') (tensor(2087.6233, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.7001 (0.7428033263878497) | > loader_time: 0.0101 (0.01131824773540467)  --> TIME: 2025-02-19 21:35:11 -- STEP: 673/924 -- GLOBAL_STEP: 56700 | > loss_disc: 2.38726806640625 (2.2432209899840005) | > loss_disc_real_0: 0.1302572637796402 (0.1218304268096921) | > loss_disc_real_1: 0.24107138812541962 (0.19437230804611288) | > loss_disc_real_2: 0.18579764664173126 (0.20095973819449955) | > loss_disc_real_3: 0.21677401661872864 (0.20577584362047738) | > loss_disc_real_4: 0.21838879585266113 (0.2142946793854148) | > loss_disc_real_5: 0.2528392970561981 (0.20502534176584153) | > loss_0: 2.38726806640625 (2.2432209899840005) | > grad_norm_0: tensor(72.2316, device='cuda:0') (tensor(113.8758, device='cuda:0')) | > loss_gen: 2.6686270236968994 (2.781864817748273) | > loss_kl: 2.4440581798553467 (2.2950581005742614) | > loss_feat: 7.458627700805664 (8.687177691381725) | > loss_mel: 15.01582145690918 (15.859493679313037) | > loss_duration: 1.6548832654953003 (1.6435456817961376) | > amp_scaler: 64.0 (66.09212481426451) | > loss_1: 29.242015838623047 (31.267139916611285) | > grad_norm_1: tensor(2160.5190, device='cuda:0') (tensor(2040.5018, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.6776 (0.742552347381615) | > loader_time: 0.0092 (0.011320702565548856)  --> TIME: 2025-02-19 21:35:50 -- STEP: 723/924 -- GLOBAL_STEP: 56750 | > loss_disc: 2.1704578399658203 (2.2430134609362233) | > loss_disc_real_0: 0.07600264996290207 (0.12218895241783038) | > loss_disc_real_1: 0.22166074812412262 (0.19413192584636638) | > loss_disc_real_2: 0.18757151067256927 (0.20106668182923085) | > loss_disc_real_3: 0.2588168978691101 (0.20587886579303816) | > loss_disc_real_4: 0.19847308099269867 (0.21422117721820108) | > loss_disc_real_5: 0.2791934609413147 (0.20502842970985916) | > loss_0: 2.1704578399658203 (2.2430134609362233) | > grad_norm_0: tensor(98.2241, device='cuda:0') (tensor(111.4753, device='cuda:0')) | > loss_gen: 3.0526812076568604 (2.780176248458078) | > loss_kl: 2.406449794769287 (2.29645078541662) | > loss_feat: 9.576799392700195 (8.688262334008444) | > loss_mel: 16.66791534423828 (15.871158690868077) | > loss_duration: 1.5892738103866577 (1.6437791449070636) | > amp_scaler: 64.0 (65.9474412171508) | > loss_1: 33.293121337890625 (31.279827168043884) | > grad_norm_1: tensor(832.9279, device='cuda:0') (tensor(2005.0193, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.8182 (0.7438108719895657) | > loader_time: 0.0112 (0.01134649220014179)  --> TIME: 2025-02-19 21:36:27 -- STEP: 773/924 -- GLOBAL_STEP: 56800 | > loss_disc: 2.077740430831909 (2.2404019780177507) | > loss_disc_real_0: 0.0535661019384861 (0.12049354033551889) | > loss_disc_real_1: 0.18649524450302124 (0.19428631859948386) | > loss_disc_real_2: 0.18760281801223755 (0.20100870896203082) | > loss_disc_real_3: 0.20056839287281036 (0.205890679209075) | > loss_disc_real_4: 0.18923363089561462 (0.21441161256635327) | > loss_disc_real_5: 0.1785670965909958 (0.2048536660330415) | > loss_0: 2.077740430831909 (2.2404019780177507) | > grad_norm_0: tensor(17.2344, device='cuda:0') (tensor(108.5557, device='cuda:0')) | > loss_gen: 2.720468282699585 (2.7839948631350735) | > loss_kl: 2.1384406089782715 (2.3008105147239597) | > loss_feat: 9.602523803710938 (8.706748099407287) | > loss_mel: 15.653833389282227 (15.879491472922815) | > loss_duration: 1.6517388820648193 (1.6442338652320851) | > amp_scaler: 64.0 (65.82147477360931) | > loss_1: 31.767005920410156 (31.315278789821296) | > grad_norm_1: tensor(631.1056, device='cuda:0') (tensor(1935.1782, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.7589 (0.7437623034473536) | > loader_time: 0.0111 (0.01133069646620658)  --> TIME: 2025-02-19 21:37:05 -- STEP: 823/924 -- GLOBAL_STEP: 56850 | > loss_disc: 2.0184788703918457 (2.2385961201182276) | > loss_disc_real_0: 0.13107110559940338 (0.11899023072144531) | > loss_disc_real_1: 0.1963343769311905 (0.19419730173136462) | > loss_disc_real_2: 0.22612060606479645 (0.2010991113262651) | > loss_disc_real_3: 0.1882055401802063 (0.20580034417848247) | > loss_disc_real_4: 0.20493151247501373 (0.21445098644256014) | > loss_disc_real_5: 0.20808230340480804 (0.20494423335913747) | > loss_0: 2.0184788703918457 (2.2385961201182276) | > grad_norm_0: tensor(139.8217, device='cuda:0') (tensor(106.7694, device='cuda:0')) | > loss_gen: 3.3144257068634033 (2.786259994182374) | > loss_kl: 2.3064541816711426 (2.300692334499567) | > loss_feat: 10.030112266540527 (8.712098902659452) | > loss_mel: 17.757545471191406 (15.885777052813284) | > loss_duration: 1.6121978759765625 (1.644185746136152) | > amp_scaler: 64.0 (65.71081409477526) | > loss_1: 35.02073669433594 (31.329014002914708) | > grad_norm_1: tensor(1631.6202, device='cuda:0') (tensor(1885.9742, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.7511 (0.7435576110390241) | > loader_time: 0.0103 (0.01133430771810316)  --> TIME: 2025-02-19 21:37:43 -- STEP: 873/924 -- GLOBAL_STEP: 56900 | > loss_disc: 2.3437633514404297 (2.238820463248275) | > loss_disc_real_0: 0.14838601648807526 (0.11890138349018965) | > loss_disc_real_1: 0.18502382934093475 (0.19419648884907628) | > loss_disc_real_2: 0.17369188368320465 (0.2011464354235418) | > loss_disc_real_3: 0.2170221358537674 (0.2059665862022806) | > loss_disc_real_4: 0.21792660653591156 (0.2144573281037985) | > loss_disc_real_5: 0.24027575552463531 (0.20496176862566462) | > loss_0: 2.3437633514404297 (2.238820463248275) | > grad_norm_0: tensor(124.3981, device='cuda:0') (tensor(106.3042, device='cuda:0')) | > loss_gen: 2.51009464263916 (2.7885523006268755) | > loss_kl: 2.344442844390869 (2.3011911206229057) | > loss_feat: 7.297508716583252 (8.721653903882528) | > loss_mel: 14.65836238861084 (15.900797181932377) | > loss_duration: 1.6247761249542236 (1.6441814358701412) | > amp_scaler: 64.0 (65.61282932416964) | > loss_1: 28.4351863861084 (31.356375911664582) | > grad_norm_1: tensor(1122.9434, device='cuda:0') (tensor(1862.0735, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.7554 (0.7435032843451049) | > loader_time: 0.0111 (0.011345648956735793)  --> TIME: 2025-02-19 21:38:21 -- STEP: 923/924 -- GLOBAL_STEP: 56950 | > loss_disc: 2.032463312149048 (2.236248512567706) | > loss_disc_real_0: 0.054916419088840485 (0.11834724008520402) | > loss_disc_real_1: 0.17619331181049347 (0.19420506673605709) | > loss_disc_real_2: 0.2036280632019043 (0.20092515479510933) | > loss_disc_real_3: 0.22653362154960632 (0.20603233367559837) | > loss_disc_real_4: 0.2045997679233551 (0.21427481996858108) | > loss_disc_real_5: 0.18366464972496033 (0.2045927281982849) | > loss_0: 2.032463312149048 (2.236248512567706) | > grad_norm_0: tensor(39.7954, device='cuda:0') (tensor(103.9798, device='cuda:0')) | > loss_gen: 3.0975961685180664 (2.790296111566658) | > loss_kl: 2.2652089595794678 (2.3031470645158563) | > loss_feat: 10.87541675567627 (8.732213450149755) | > loss_mel: 18.065719604492188 (15.910957870607387) | > loss_duration: 1.648935317993164 (1.643947592923339) | > amp_scaler: 64.0 (65.52546045503803) | > loss_1: 35.95287322998047 (31.380562062124003) | > grad_norm_1: tensor(1159.9111, device='cuda:0') (tensor(1835.2119, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.5949 (0.7428627902740779) | > loader_time: 0.0078 (0.011301629075766385)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3682379722595215 (2.3682379722595215) | > loss_disc_real_0: 0.04897746071219444 (0.04897746071219444) | > loss_disc_real_1: 0.2422458976507187 (0.2422458976507187) | > loss_disc_real_2: 0.26729848980903625 (0.26729848980903625) | > loss_disc_real_3: 0.22770975530147552 (0.22770975530147552) | > loss_disc_real_4: 0.22944553196430206 (0.22944553196430206) | > loss_disc_real_5: 0.22126194834709167 (0.22126194834709167) | > loss_0: 2.3682379722595215 (2.3682379722595215) | > loss_gen: 2.423123598098755 (2.423123598098755) | > loss_kl: 2.10559344291687 (2.10559344291687) | > loss_feat: 7.549962520599365 (7.549962520599365) | > loss_mel: 15.432056427001953 (15.432056427001953) | > loss_duration: 1.6874709129333496 (1.6874709129333496) | > loss_1: 29.19820785522461 (29.19820785522461)  --> STEP: 1 | > loss_disc: 2.354995012283325 (2.354995012283325) | > loss_disc_real_0: 0.05636189132928848 (0.05636189132928848) | > loss_disc_real_1: 0.21322743594646454 (0.21322743594646454) | > loss_disc_real_2: 0.2687201499938965 (0.2687201499938965) | > loss_disc_real_3: 0.21005664765834808 (0.21005664765834808) | > loss_disc_real_4: 0.2017328143119812 (0.2017328143119812) | > loss_disc_real_5: 0.2376801073551178 (0.2376801073551178) | > loss_0: 2.354995012283325 (2.354995012283325) | > loss_gen: 2.3831443786621094 (2.3831443786621094) | > loss_kl: 2.0088627338409424 (2.0088627338409424) | > loss_feat: 7.841064453125 (7.841064453125) | > loss_mel: 14.880892753601074 (14.880892753601074) | > loss_duration: 1.6840906143188477 (1.6840906143188477) | > loss_1: 28.798053741455078 (28.798053741455078)  --> STEP: 2 | > loss_disc: 2.4831626415252686 (2.419078826904297) | > loss_disc_real_0: 0.05965704098343849 (0.05800946615636349) | > loss_disc_real_1: 0.2304515391588211 (0.22183948755264282) | > loss_disc_real_2: 0.2763792872428894 (0.27254971861839294) | > loss_disc_real_3: 0.21739962697029114 (0.2137281373143196) | > loss_disc_real_4: 0.2339438498020172 (0.2178383320569992) | > loss_disc_real_5: 0.24974606931209564 (0.24371308833360672) | > loss_0: 2.4831626415252686 (2.419078826904297) | > loss_gen: 2.280066967010498 (2.3316056728363037) | > loss_kl: 2.2759077548980713 (2.142385244369507) | > loss_feat: 7.188888072967529 (7.514976263046265) | > loss_mel: 14.492218017578125 (14.6865553855896) | > loss_duration: 1.5833096504211426 (1.6337001323699951) | > loss_1: 27.820390701293945 (28.30922222137451)  --> STEP: 3 | > loss_disc: 2.36794114112854 (2.4020329316457114) | > loss_disc_real_0: 0.05750088766217232 (0.057839939991633095) | > loss_disc_real_1: 0.2355169951915741 (0.2263986567656199) | > loss_disc_real_2: 0.2705117166042328 (0.2718703846136729) | > loss_disc_real_3: 0.2082815319299698 (0.211912602186203) | > loss_disc_real_4: 0.23296308517456055 (0.22287991642951965) | > loss_disc_real_5: 0.2737692594528198 (0.2537318120400111) | > loss_0: 2.36794114112854 (2.4020329316457114) | > loss_gen: 2.5472934246063232 (2.403501590092977) | > loss_kl: 2.1865382194519043 (2.157102902730306) | > loss_feat: 7.6958088874816895 (7.575253804524739) | > loss_mel: 14.902518272399902 (14.758543014526367) | > loss_duration: 1.6618778705596924 (1.6430927117665608) | > loss_1: 28.994037628173828 (28.53749402364095)  --> STEP: 4 | > loss_disc: 2.3404111862182617 (2.386627495288849) | > loss_disc_real_0: 0.05554906651377678 (0.05726722162216902) | > loss_disc_real_1: 0.22553762793540955 (0.22618339955806732) | > loss_disc_real_2: 0.2727522850036621 (0.2720908597111702) | > loss_disc_real_3: 0.1953725963830948 (0.20777760073542595) | > loss_disc_real_4: 0.21931038796901703 (0.221987534314394) | > loss_disc_real_5: 0.2274714857339859 (0.2471667304635048) | > loss_0: 2.3404111862182617 (2.386627495288849) | > loss_gen: 2.4117016792297363 (2.4055516123771667) | > loss_kl: 2.0690042972564697 (2.135078251361847) | > loss_feat: 7.818356037139893 (7.636029362678528) | > loss_mel: 15.00941276550293 (14.821260452270508) | > loss_duration: 1.7784713506698608 (1.6769373714923859) | > loss_1: 29.086946487426758 (28.674857139587402)  --> STEP: 5 | > loss_disc: 2.152294158935547 (2.3397608280181883) | > loss_disc_real_0: 0.05490732192993164 (0.05679524168372154) | > loss_disc_real_1: 0.26572906970977783 (0.23409253358840942) | > loss_disc_real_2: 0.3134140968322754 (0.28035550713539126) | > loss_disc_real_3: 0.2478681355714798 (0.21579570770263673) | > loss_disc_real_4: 0.2427205592393875 (0.2261341392993927) | > loss_disc_real_5: 0.1114920973777771 (0.22003180384635926) | > loss_0: 2.152294158935547 (2.3397608280181883) | > loss_gen: 2.711561918258667 (2.466753673553467) | > loss_kl: 2.1226704120635986 (2.1325966835021974) | > loss_feat: 7.715647220611572 (7.651952934265137) | > loss_mel: 15.382889747619629 (14.933586311340331) | > loss_duration: 1.547059178352356 (1.65096173286438) | > loss_1: 29.479827880859375 (28.8358512878418) --> EVAL PERFORMANCE | > avg_loader_time: 0.1560041904449463 (+0.00023093223571776789) | > avg_loss_disc: 2.3397608280181883 (-0.04424076080322292) | > avg_loss_disc_real_0: 0.05679524168372154 (-0.13794117644429207) | > avg_loss_disc_real_1: 0.23409253358840942 (+0.02163886427879333) | > avg_loss_disc_real_2: 0.28035550713539126 (+0.06989133358001712) | > avg_loss_disc_real_3: 0.21579570770263673 (+0.018819579482078574) | > avg_loss_disc_real_4: 0.2261341392993927 (+0.0030676275491714478) | > avg_loss_disc_real_5: 0.22003180384635926 (+0.042693966627120966) | > avg_loss_0: 2.3397608280181883 (-0.04424076080322292) | > avg_loss_gen: 2.466753673553467 (-0.08038854598999023) | > avg_loss_kl: 2.1325966835021974 (-0.01192576885223362) | > avg_loss_feat: 7.651952934265137 (-0.6566464424133303) | > avg_loss_mel: 14.933586311340331 (-0.6253631591796882) | > avg_loss_duration: 1.65096173286438 (-0.004604148864745916) | > avg_loss_1: 28.8358512878418 (-1.378927230834961)  > EPOCH: 12/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-19 21:38:29)   --> TIME: 2025-02-19 21:39:09 -- STEP: 49/924 -- GLOBAL_STEP: 57000 | > loss_disc: 2.3076987266540527 (2.199914886026967) | > loss_disc_real_0: 0.10295797884464264 (0.10641912735846577) | > loss_disc_real_1: 0.1896170973777771 (0.18859250296135338) | > loss_disc_real_2: 0.20037318766117096 (0.19905148841896836) | > loss_disc_real_3: 0.22709856927394867 (0.2011824396191811) | > loss_disc_real_4: 0.20840762555599213 (0.21210075762807107) | > loss_disc_real_5: 0.20316335558891296 (0.2049751877784729) | > loss_0: 2.3076987266540527 (2.199914886026967) | > grad_norm_0: tensor(21.1345, device='cuda:0') (tensor(74.7939, device='cuda:0')) | > loss_gen: 2.6599860191345215 (2.8318525236480085) | > loss_kl: 2.232827663421631 (2.3243930583097496) | > loss_feat: 7.683901309967041 (8.855113769064145) | > loss_mel: 13.606698989868164 (15.937895249347298) | > loss_duration: 1.6808977127075195 (1.6495805759819187) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.86431121826172 (31.59883522500797) | > grad_norm_1: tensor(1119.5415, device='cuda:0') (tensor(1032.7802, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.7732 (0.7463939919763681) | > loader_time: 0.0146 (0.010767099808673469) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_57000.pth  --> TIME: 2025-02-19 21:39:49 -- STEP: 99/924 -- GLOBAL_STEP: 57050 | > loss_disc: 2.1336894035339355 (2.2149346537060204) | > loss_disc_real_0: 0.14072465896606445 (0.11009711004567868) | > loss_disc_real_1: 0.1865418702363968 (0.19209529715355) | > loss_disc_real_2: 0.2007078230381012 (0.19902562839214244) | > loss_disc_real_3: 0.18855524063110352 (0.20384268929259947) | > loss_disc_real_4: 0.2109060436487198 (0.21464660342293554) | > loss_disc_real_5: 0.19730144739151 (0.20429023844425123) | > loss_0: 2.1336894035339355 (2.2149346537060204) | > grad_norm_0: tensor(118.0048, device='cuda:0') (tensor(79.1660, device='cuda:0')) | > loss_gen: 3.139871597290039 (2.8139335579342313) | > loss_kl: 2.132429599761963 (2.292153835296632) | > loss_feat: 10.316206932067871 (8.78068885899554) | > loss_mel: 16.055095672607422 (15.914787966795647) | > loss_duration: 1.6470246315002441 (1.6477383110258315) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.29063034057617 (31.449302634807548) | > grad_norm_1: tensor(1252.0227, device='cuda:0') (tensor(1247.8488, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.6684 (0.7424402212855792) | > loader_time: 0.0083 (0.011078870657718542)  --> TIME: 2025-02-19 21:40:26 -- STEP: 149/924 -- GLOBAL_STEP: 57100 | > loss_disc: 2.720958709716797 (2.227995497268319) | > loss_disc_real_0: 0.1592412143945694 (0.11622854587215706) | > loss_disc_real_1: 0.20179685950279236 (0.1919131434003779) | > loss_disc_real_2: 0.243157759308815 (0.1995228868002859) | > loss_disc_real_3: 0.2025071084499359 (0.2066055305252139) | > loss_disc_real_4: 0.23979716002941132 (0.21459592208766298) | > loss_disc_real_5: 0.2316644787788391 (0.2049828761776022) | > loss_0: 2.720958709716797 (2.227995497268319) | > grad_norm_0: tensor(119.4083, device='cuda:0') (tensor(83.4928, device='cuda:0')) | > loss_gen: 2.2041208744049072 (2.800757641760295) | > loss_kl: 2.334700107574463 (2.2818897730552123) | > loss_feat: 7.546932220458984 (8.759982573105988) | > loss_mel: 15.539772033691406 (15.885904728166212) | > loss_duration: 1.6327545642852783 (1.6483231870920065) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.25827980041504 (31.37685794958332) | > grad_norm_1: tensor(268.3735, device='cuda:0') (tensor(1309.8333, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.7956 (0.7405166049931673) | > loader_time: 0.0115 (0.01119056644055667)  --> TIME: 2025-02-19 21:41:04 -- STEP: 199/924 -- GLOBAL_STEP: 57150 | > loss_disc: 2.2888259887695312 (2.239497049969046) | > loss_disc_real_0: 0.1291574388742447 (0.11947023400559498) | > loss_disc_real_1: 0.2203049212694168 (0.1925205556891073) | > loss_disc_real_2: 0.21988613903522491 (0.2002859131325429) | > loss_disc_real_3: 0.20797644555568695 (0.2068153017729371) | > loss_disc_real_4: 0.22693514823913574 (0.21439401977625325) | > loss_disc_real_5: 0.2000601440668106 (0.20488453914771726) | > loss_0: 2.2888259887695312 (2.239497049969046) | > grad_norm_0: tensor(123.4833, device='cuda:0') (tensor(81.5232, device='cuda:0')) | > loss_gen: 2.668705463409424 (2.7877808216229156) | > loss_kl: 2.4253761768341064 (2.2915505080965906) | > loss_feat: 9.008752822875977 (8.720179059397637) | > loss_mel: 16.563386917114258 (15.900328549907437) | > loss_duration: 1.6930609941482544 (1.645222491954439) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.359283447265625 (31.345061402824058) | > grad_norm_1: tensor(2101.9314, device='cuda:0') (tensor(1351.0325, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.7627 (0.7407166334851902) | > loader_time: 0.0116 (0.01125976907547994)  --> TIME: 2025-02-19 21:41:42 -- STEP: 249/924 -- GLOBAL_STEP: 57200 | > loss_disc: 2.224259376525879 (2.245963980873905) | > loss_disc_real_0: 0.07523246109485626 (0.12177086015602193) | > loss_disc_real_1: 0.2594550848007202 (0.19289373214465075) | > loss_disc_real_2: 0.19715802371501923 (0.20066857236216823) | > loss_disc_real_3: 0.20693214237689972 (0.20667253069609523) | > loss_disc_real_4: 0.24072793126106262 (0.21525651066896906) | > loss_disc_real_5: 0.25411686301231384 (0.2051360639462988) | > loss_0: 2.224259376525879 (2.245963980873905) | > grad_norm_0: tensor(19.6320, device='cuda:0') (tensor(79.3939, device='cuda:0')) | > loss_gen: 2.8080999851226807 (2.7731938457872016) | > loss_kl: 2.2128286361694336 (2.297520985086282) | > loss_feat: 7.841512203216553 (8.688741044347072) | > loss_mel: 14.061338424682617 (15.891511848173948) | > loss_duration: 1.6567072868347168 (1.645899620879606) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.580486297607422 (31.29686737060547) | > grad_norm_1: tensor(487.4220, device='cuda:0') (tensor(1365.6771, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.732 (0.7413608118233431) | > loader_time: 0.0103 (0.011369626684839946)  --> TIME: 2025-02-19 21:42:20 -- STEP: 299/924 -- GLOBAL_STEP: 57250 | > loss_disc: 2.1755852699279785 (2.247342393549788) | > loss_disc_real_0: 0.19224388897418976 (0.12047482841339797) | > loss_disc_real_1: 0.19988968968391418 (0.1934921853119713) | > loss_disc_real_2: 0.15426947176456451 (0.20077008955853434) | > loss_disc_real_3: 0.17895926535129547 (0.20632632355825556) | > loss_disc_real_4: 0.23855291306972504 (0.21522364762913823) | > loss_disc_real_5: 0.24948929250240326 (0.20521134950444844) | > loss_0: 2.1755852699279785 (2.247342393549788) | > grad_norm_0: tensor(49.0218, device='cuda:0') (tensor(80.0486, device='cuda:0')) | > loss_gen: 3.0606753826141357 (2.7771908894031743) | > loss_kl: 2.273599863052368 (2.2896205505798513) | > loss_feat: 8.953065872192383 (8.680508045847203) | > loss_mel: 16.549808502197266 (15.85959462577284) | > loss_duration: 1.6436238288879395 (1.6455051894969364) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.48077392578125 (31.252419296315683) | > grad_norm_1: tensor(366.3222, device='cuda:0') (tensor(1313.5135, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.7501 (0.7427250485755128) | > loader_time: 0.0111 (0.011375920030982997)  --> TIME: 2025-02-19 21:42:59 -- STEP: 349/924 -- GLOBAL_STEP: 57300 | > loss_disc: 2.2622592449188232 (2.2452072964015173) | > loss_disc_real_0: 0.09747747331857681 (0.11846714940744006) | > loss_disc_real_1: 0.19875770807266235 (0.19389351152075743) | > loss_disc_real_2: 0.22156570851802826 (0.2013608224070857) | > loss_disc_real_3: 0.2557087242603302 (0.2065666132635919) | > loss_disc_real_4: 0.21501800417900085 (0.21530975358704782) | > loss_disc_real_5: 0.23135784268379211 (0.20556520331213324) | > loss_0: 2.2622592449188232 (2.2452072964015173) | > grad_norm_0: tensor(93.4343, device='cuda:0') (tensor(80.7131, device='cuda:0')) | > loss_gen: 2.7890186309814453 (2.782662566548431) | > loss_kl: 2.3099772930145264 (2.285346955829501) | > loss_feat: 7.9200639724731445 (8.698033682596376) | > loss_mel: 14.702747344970703 (15.875396307696585) | > loss_duration: 1.6650445461273193 (1.6459884906566586) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.386852264404297 (31.287428011525325) | > grad_norm_1: tensor(1475.8861, device='cuda:0') (tensor(1311.7563, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.7564 (0.743623022363657) | > loader_time: 0.0116 (0.011374607468744403)  --> TIME: 2025-02-19 21:43:37 -- STEP: 399/924 -- GLOBAL_STEP: 57350 | > loss_disc: 2.337791681289673 (2.2459888742083574) | > loss_disc_real_0: 0.16606000065803528 (0.12009198672341224) | > loss_disc_real_1: 0.18411222100257874 (0.19360738290581192) | > loss_disc_real_2: 0.2192884385585785 (0.2008318992933832) | > loss_disc_real_3: 0.17426055669784546 (0.20650087789933477) | > loss_disc_real_4: 0.2291828691959381 (0.2154172844904706) | > loss_disc_real_5: 0.17818883061408997 (0.2051200156746651) | > loss_0: 2.337791681289673 (2.2459888742083574) | > grad_norm_0: tensor(184.3607, device='cuda:0') (tensor(85.0042, device='cuda:0')) | > loss_gen: 2.4820923805236816 (2.781869971961305) | > loss_kl: 2.355165958404541 (2.289272664184857) | > loss_feat: 7.417240142822266 (8.684706900651586) | > loss_mel: 14.576443672180176 (15.86421903691495) | > loss_duration: 1.6117222309112549 (1.6451893408495681) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.442665100097656 (31.265257914263504) | > grad_norm_1: tensor(1779.4028, device='cuda:0') (tensor(1375.8624, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.7411 (0.7436839512416292) | > loader_time: 0.0109 (0.011375656104028076)  --> TIME: 2025-02-19 21:44:15 -- STEP: 449/924 -- GLOBAL_STEP: 57400 | > loss_disc: 2.244401216506958 (2.2445514194152927) | > loss_disc_real_0: 0.1676962822675705 (0.1204290660492296) | > loss_disc_real_1: 0.1775493323802948 (0.19350772608229208) | > loss_disc_real_2: 0.19595076143741608 (0.20061899622060136) | > loss_disc_real_3: 0.21553952991962433 (0.20636939932747772) | > loss_disc_real_4: 0.2165519893169403 (0.21506605803435525) | > loss_disc_real_5: 0.19591164588928223 (0.2048551163787565) | > loss_0: 2.244401216506958 (2.2445514194152927) | > grad_norm_0: tensor(146.3397, device='cuda:0') (tensor(86.2925, device='cuda:0')) | > loss_gen: 2.7265312671661377 (2.781303986674693) | > loss_kl: 2.61078143119812 (2.2910380514799074) | > loss_feat: 7.638570308685303 (8.680619925857913) | > loss_mel: 15.016114234924316 (15.8589202524028) | > loss_duration: 1.6497879028320312 (1.644680529235466) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.64178466796875 (31.25656271511834) | > grad_norm_1: tensor(1722.7162, device='cuda:0') (tensor(1420.3324, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.7419 (0.7433925790085821) | > loader_time: 0.0142 (0.0113867879710378)  --> TIME: 2025-02-19 21:44:53 -- STEP: 499/924 -- GLOBAL_STEP: 57450 | > loss_disc: 2.3677260875701904 (2.246355091880462) | > loss_disc_real_0: 0.07650979608297348 (0.12115846874420055) | > loss_disc_real_1: 0.1755678653717041 (0.19346327022584028) | > loss_disc_real_2: 0.2030543088912964 (0.20084121154401005) | > loss_disc_real_3: 0.20127499103546143 (0.20620567529258838) | > loss_disc_real_4: 0.15709471702575684 (0.21534736735190083) | > loss_disc_real_5: 0.19311003386974335 (0.2049287988511259) | > loss_0: 2.3677260875701904 (2.246355091880462) | > grad_norm_0: tensor(29.2045, device='cuda:0') (tensor(89.3109, device='cuda:0')) | > loss_gen: 2.3824002742767334 (2.780712635579233) | > loss_kl: 2.2702219486236572 (2.2878968063480616) | > loss_feat: 8.586976051330566 (8.677837360359142) | > loss_mel: 16.402833938598633 (15.860108562844072) | > loss_duration: 1.6648368835449219 (1.6443761319579009) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.307270050048828 (31.250931458864997) | > grad_norm_1: tensor(1117.2159, device='cuda:0') (tensor(1451.7856, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.7239 (0.7437892844060616) | > loader_time: 0.0105 (0.011451511918184514)  --> TIME: 2025-02-19 21:45:31 -- STEP: 549/924 -- GLOBAL_STEP: 57500 | > loss_disc: 2.1476731300354004 (2.2421228681540017) | > loss_disc_real_0: 0.05595500022172928 (0.11866781405955282) | > loss_disc_real_1: 0.21683049201965332 (0.19354910670842415) | > loss_disc_real_2: 0.19734519720077515 (0.2008200306275719) | > loss_disc_real_3: 0.1603613644838333 (0.2065224004519224) | > loss_disc_real_4: 0.17851172387599945 (0.21527407876129362) | > loss_disc_real_5: 0.1661507785320282 (0.20447676866323788) | > loss_0: 2.1476731300354004 (2.2421228681540017) | > grad_norm_0: tensor(16.0421, device='cuda:0') (tensor(86.2189, device='cuda:0')) | > loss_gen: 2.7464699745178223 (2.784912204481864) | > loss_kl: 2.1918838024139404 (2.2914104568067994) | > loss_feat: 9.142440795898438 (8.692510984417298) | > loss_mel: 14.989920616149902 (15.868280942322778) | > loss_duration: 1.646758794784546 (1.6447231270142157) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.71747398376465 (31.28183765098697) | > grad_norm_1: tensor(546.3007, device='cuda:0') (tensor(1414.2322, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.7578 (0.7437209340392563) | > loader_time: 0.0138 (0.011448254350756035)  --> TIME: 2025-02-19 21:46:09 -- STEP: 599/924 -- GLOBAL_STEP: 57550 | > loss_disc: 2.31854248046875 (2.2413614819165257) | > loss_disc_real_0: 0.05562351644039154 (0.11740067700710838) | > loss_disc_real_1: 0.21915219724178314 (0.1936260193138569) | > loss_disc_real_2: 0.21153272688388824 (0.20095801833575458) | > loss_disc_real_3: 0.24464869499206543 (0.2066916112161438) | > loss_disc_real_4: 0.2699103355407715 (0.2156010682823662) | > loss_disc_real_5: 0.2310180515050888 (0.20468129630578374) | > loss_0: 2.31854248046875 (2.2413614819165257) | > grad_norm_0: tensor(12.2658, device='cuda:0') (tensor(85.8132, device='cuda:0')) | > loss_gen: 2.6003971099853516 (2.7864461227729027) | > loss_kl: 2.249411106109619 (2.288639675794738) | > loss_feat: 8.058422088623047 (8.692710164791357) | > loss_mel: 13.996219635009766 (15.857995313475646) | > loss_duration: 1.6554030179977417 (1.6444973601323731) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.559852600097656 (31.270288597960306) | > grad_norm_1: tensor(434.1095, device='cuda:0') (tensor(1392.5079, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.7718 (0.7435923956073385) | > loader_time: 0.0113 (0.011419320146309114)  --> TIME: 2025-02-19 21:46:47 -- STEP: 649/924 -- GLOBAL_STEP: 57600 | > loss_disc: 2.054614543914795 (2.2417172208221725) | > loss_disc_real_0: 0.07248760759830475 (0.11734875262311684) | > loss_disc_real_1: 0.17664361000061035 (0.19357757378249044) | > loss_disc_real_2: 0.19879019260406494 (0.20091572812599082) | > loss_disc_real_3: 0.20956796407699585 (0.20682407256634824) | > loss_disc_real_4: 0.20353682339191437 (0.2158087029341373) | > loss_disc_real_5: 0.18999731540679932 (0.20478313775569518) | > loss_0: 2.054614543914795 (2.2417172208221725) | > grad_norm_0: tensor(48.9312, device='cuda:0') (tensor(85.4716, device='cuda:0')) | > loss_gen: 2.8394150733947754 (2.7845893949499816) | > loss_kl: 2.339773178100586 (2.291220795208206) | > loss_feat: 9.037421226501465 (8.691944549924969) | > loss_mel: 16.446115493774414 (15.861502650338807) | > loss_duration: 1.6096079349517822 (1.6443328952936238) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.272335052490234 (31.273590261285957) | > grad_norm_1: tensor(2005.2142, device='cuda:0') (tensor(1377.6533, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.7511 (0.7443666572012408) | > loader_time: 0.0113 (0.011384008478126463)  --> TIME: 2025-02-19 21:47:25 -- STEP: 699/924 -- GLOBAL_STEP: 57650 | > loss_disc: 2.0158534049987793 (2.241215820305676) | > loss_disc_real_0: 0.11301629990339279 (0.11780770324991326) | > loss_disc_real_1: 0.20891959965229034 (0.19343637207120623) | > loss_disc_real_2: 0.17768919467926025 (0.20090153129059854) | > loss_disc_real_3: 0.26188039779663086 (0.2068016729897183) | > loss_disc_real_4: 0.2175927460193634 (0.21557857897745522) | > loss_disc_real_5: 0.17813850939273834 (0.20445828888037682) | > loss_0: 2.0158534049987793 (2.241215820305676) | > grad_norm_0: tensor(56.0309, device='cuda:0') (tensor(84.6059, device='cuda:0')) | > loss_gen: 3.1475982666015625 (2.780820848263039) | > loss_kl: 2.505627155303955 (2.2976131168046203) | > loss_feat: 10.004806518554688 (8.691001426167409) | > loss_mel: 17.757102966308594 (15.847020052362751) | > loss_duration: 1.5946214199066162 (1.643965727269904) | > amp_scaler: 64.0 (64.0) | > loss_1: 35.0097541809082 (31.26042114716231) | > grad_norm_1: tensor(851.9671, device='cuda:0') (tensor(1371.3682, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.7611 (0.7442680820716127) | > loader_time: 0.0113 (0.011361237418157004)  --> TIME: 2025-02-19 21:48:03 -- STEP: 749/924 -- GLOBAL_STEP: 57700 | > loss_disc: 1.9670430421829224 (2.238742096720133) | > loss_disc_real_0: 0.09173742681741714 (0.11645019042475997) | > loss_disc_real_1: 0.16542521119117737 (0.19335050114961436) | > loss_disc_real_2: 0.1926450878381729 (0.20077603428720298) | > loss_disc_real_3: 0.20090128481388092 (0.2066438994476091) | > loss_disc_real_4: 0.2060549259185791 (0.21559710922005657) | > loss_disc_real_5: 0.24544398486614227 (0.20453239543654408) | > loss_0: 1.9670430421829224 (2.238742096720133) | > grad_norm_0: tensor(45.8996, device='cuda:0') (tensor(83.7371, device='cuda:0')) | > loss_gen: 3.1667842864990234 (2.7831131765775536) | > loss_kl: 2.251232862472534 (2.3022615144026775) | > loss_feat: 9.530010223388672 (8.698058542804176) | > loss_mel: 16.852275848388672 (15.853689830357306) | > loss_duration: 1.6205189228057861 (1.6438456651206317) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.42082214355469 (31.280968713187406) | > grad_norm_1: tensor(1719.4780, device='cuda:0') (tensor(1349.8308, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.7466 (0.7445184474634392) | > loader_time: 0.0111 (0.01136349517608357)  --> TIME: 2025-02-19 21:48:41 -- STEP: 799/924 -- GLOBAL_STEP: 57750 | > loss_disc: 2.044975757598877 (2.236672082144266) | > loss_disc_real_0: 0.03481544181704521 (0.11589113423817596) | > loss_disc_real_1: 0.20638710260391235 (0.19322240134428387) | > loss_disc_real_2: 0.21780388057231903 (0.2008741333502552) | > loss_disc_real_3: 0.1938830316066742 (0.20645551618482347) | > loss_disc_real_4: 0.21441279351711273 (0.21549819109586063) | > loss_disc_real_5: 0.20932325720787048 (0.20434824745631183) | > loss_0: 2.044975757598877 (2.236672082144266) | > grad_norm_0: tensor(7.6880, device='cuda:0') (tensor(83.6640, device='cuda:0')) | > loss_gen: 3.142808437347412 (2.786237144350851) | > loss_kl: 2.2787580490112305 (2.301139863322168) | > loss_feat: 9.902124404907227 (8.70332749525506) | > loss_mel: 16.719423294067383 (15.841779576374384) | > loss_duration: 1.632331371307373 (1.6440562106790162) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.675445556640625 (31.276540293114653) | > grad_norm_1: tensor(428.6980, device='cuda:0') (tensor(1326.0221, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.6754 (0.7443068430331233) | > loader_time: 0.0089 (0.011342198738317762)  --> TIME: 2025-02-19 21:49:19 -- STEP: 849/924 -- GLOBAL_STEP: 57800 | > loss_disc: 2.2315638065338135 (2.235055711019444) | > loss_disc_real_0: 0.12981997430324554 (0.11473927196900682) | > loss_disc_real_1: 0.1797415167093277 (0.19330719299395044) | > loss_disc_real_2: 0.21824997663497925 (0.2007940911081288) | > loss_disc_real_3: 0.21327225863933563 (0.20643149067080618) | > loss_disc_real_4: 0.20024721324443817 (0.21545649182108462) | > loss_disc_real_5: 0.1773393452167511 (0.20448148354133247) | > loss_0: 2.2315638065338135 (2.235055711019444) | > grad_norm_0: tensor(30.6362, device='cuda:0') (tensor(81.6928, device='cuda:0')) | > loss_gen: 2.75150728225708 (2.7865602127654765) | > loss_kl: 2.020787477493286 (2.29932891887265) | > loss_feat: 9.058127403259277 (8.707760597988338) | > loss_mel: 15.382892608642578 (15.840486220954023) | > loss_duration: 1.6514052152633667 (1.6439564657716774) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.86471939086914 (31.27809242814674) | > grad_norm_1: tensor(2089.0171, device='cuda:0') (tensor(1309.4875, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.7273 (0.7439341935448708) | > loader_time: 0.0131 (0.011318297492882105)  --> TIME: 2025-02-19 21:49:56 -- STEP: 899/924 -- GLOBAL_STEP: 57850 | > loss_disc: 2.1314477920532227 (2.2321930700732793) | > loss_disc_real_0: 0.09446371346712112 (0.11276667970165329) | > loss_disc_real_1: 0.21477364003658295 (0.1935387307133638) | > loss_disc_real_2: 0.18937674164772034 (0.20101983129182555) | > loss_disc_real_3: 0.19150666892528534 (0.20633313225559444) | > loss_disc_real_4: 0.23174075782299042 (0.2154866875345105) | > loss_disc_real_5: 0.21687166392803192 (0.20435173705104193) | > loss_0: 2.1314477920532227 (2.2321930700732793) | > grad_norm_0: tensor(47.1025, device='cuda:0') (tensor(79.9174, device='cuda:0')) | > loss_gen: 3.009066104888916 (2.791661743592628) | > loss_kl: 2.3612775802612305 (2.2997992189893215) | > loss_feat: 8.883689880371094 (8.72952941580528) | > loss_mel: 16.217819213867188 (15.857381086593476) | > loss_duration: 1.7299668788909912 (1.643835909904971) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.201820373535156 (31.322207388278507) | > grad_norm_1: tensor(1141.9312, device='cuda:0') (tensor(1282.6334, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.7363 (0.7436481935694167) | > loader_time: 0.0141 (0.011330297181550597)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.087873935699463 (2.087873935699463) | > loss_disc_real_0: 0.059062182903289795 (0.059062182903289795) | > loss_disc_real_1: 0.1896880716085434 (0.1896880716085434) | > loss_disc_real_2: 0.22766539454460144 (0.22766539454460144) | > loss_disc_real_3: 0.1799287497997284 (0.1799287497997284) | > loss_disc_real_4: 0.20831845700740814 (0.20831845700740814) | > loss_disc_real_5: 0.18780378997325897 (0.18780378997325897) | > loss_0: 2.087873935699463 (2.087873935699463) | > loss_gen: 2.8960928916931152 (2.8960928916931152) | > loss_kl: 1.906761884689331 (1.906761884689331) | > loss_feat: 9.264080047607422 (9.264080047607422) | > loss_mel: 16.128808975219727 (16.128808975219727) | > loss_duration: 1.6946966648101807 (1.6946966648101807) | > loss_1: 31.89044189453125 (31.89044189453125)  --> STEP: 1 | > loss_disc: 2.1228086948394775 (2.1228086948394775) | > loss_disc_real_0: 0.06811459362506866 (0.06811459362506866) | > loss_disc_real_1: 0.21665142476558685 (0.21665142476558685) | > loss_disc_real_2: 0.2450028508901596 (0.2450028508901596) | > loss_disc_real_3: 0.19925659894943237 (0.19925659894943237) | > loss_disc_real_4: 0.2194177210330963 (0.2194177210330963) | > loss_disc_real_5: 0.17313602566719055 (0.17313602566719055) | > loss_0: 2.1228086948394775 (2.1228086948394775) | > loss_gen: 2.874619245529175 (2.874619245529175) | > loss_kl: 2.152059555053711 (2.152059555053711) | > loss_feat: 8.745760917663574 (8.745760917663574) | > loss_mel: 15.585058212280273 (15.585058212280273) | > loss_duration: 1.7009570598602295 (1.7009570598602295) | > loss_1: 31.058454513549805 (31.058454513549805)  --> STEP: 2 | > loss_disc: 2.2691433429718018 (2.1959760189056396) | > loss_disc_real_0: 0.10015091300010681 (0.08413275331258774) | > loss_disc_real_1: 0.19918237626552582 (0.20791690051555634) | > loss_disc_real_2: 0.2605399191379547 (0.25277138501405716) | > loss_disc_real_3: 0.20618854463100433 (0.20272257179021835) | > loss_disc_real_4: 0.21769419312477112 (0.21855595707893372) | > loss_disc_real_5: 0.22230353951454163 (0.1977197825908661) | > loss_0: 2.2691433429718018 (2.1959760189056396) | > loss_gen: 2.7179195880889893 (2.796269416809082) | > loss_kl: 2.0941686630249023 (2.1231141090393066) | > loss_feat: 7.482736110687256 (8.114248514175415) | > loss_mel: 13.347207069396973 (14.466132640838623) | > loss_duration: 1.5763988494873047 (1.638677954673767) | > loss_1: 27.218429565429688 (29.138442039489746)  --> STEP: 3 | > loss_disc: 2.116398334503174 (2.169450124104818) | > loss_disc_real_0: 0.07708337903022766 (0.08178296188513438) | > loss_disc_real_1: 0.19314832985401154 (0.20299404362837473) | > loss_disc_real_2: 0.2373565435409546 (0.24763310452302298) | > loss_disc_real_3: 0.1953754425048828 (0.2002735286951065) | > loss_disc_real_4: 0.18880581855773926 (0.20863924423853555) | > loss_disc_real_5: 0.18786221742630005 (0.19443392753601074) | > loss_0: 2.116398334503174 (2.169450124104818) | > loss_gen: 2.7544567584991455 (2.782331864039103) | > loss_kl: 2.220914363861084 (2.155714193979899) | > loss_feat: 8.127941131591797 (8.118812719980875) | > loss_mel: 14.565281867980957 (14.4991823832194) | > loss_duration: 1.6579527854919434 (1.645102898279826) | > loss_1: 29.326549530029297 (29.201144536336262)  --> STEP: 4 | > loss_disc: 2.167795181274414 (2.169036388397217) | > loss_disc_real_0: 0.08464036136865616 (0.08249731175601482) | > loss_disc_real_1: 0.19860075414180756 (0.20189572125673294) | > loss_disc_real_2: 0.23574453592300415 (0.24466096237301826) | > loss_disc_real_3: 0.18079477548599243 (0.195403840392828) | > loss_disc_real_4: 0.22551387548446655 (0.2128579020500183) | > loss_disc_real_5: 0.19190388917922974 (0.1938014179468155) | > loss_0: 2.167795181274414 (2.169036388397217) | > loss_gen: 2.7173051834106445 (2.7660751938819885) | > loss_kl: 2.026116132736206 (2.123314678668976) | > loss_feat: 8.541223526000977 (8.2244154214859) | > loss_mel: 14.537544250488281 (14.508772850036621) | > loss_duration: 1.7734788656234741 (1.677196890115738) | > loss_1: 29.59566879272461 (29.29977560043335)  --> STEP: 5 | > loss_disc: 2.2817611694335938 (2.1915813446044923) | > loss_disc_real_0: 0.08397933095693588 (0.08279371559619904) | > loss_disc_real_1: 0.21413736045360565 (0.20434404909610748) | > loss_disc_real_2: 0.2516513466835022 (0.24605903923511505) | > loss_disc_real_3: 0.21915973722934723 (0.20015501976013184) | > loss_disc_real_4: 0.2518494725227356 (0.22065621614456177) | > loss_disc_real_5: 0.17261110246181488 (0.18956335484981537) | > loss_0: 2.2817611694335938 (2.1915813446044923) | > loss_gen: 2.8832852840423584 (2.7895172119140623) | > loss_kl: 2.2314157485961914 (2.144934892654419) | > loss_feat: 7.288486957550049 (8.03722972869873) | > loss_mel: 13.571505546569824 (14.321319389343262) | > loss_duration: 1.5568816661834717 (1.6531338453292848) | > loss_1: 27.531574249267578 (28.946135330200196) --> EVAL PERFORMANCE | > avg_loader_time: 0.15393900871276855 (-0.0020651817321777344) | > avg_loss_disc: 2.1915813446044923 (-0.14817948341369602) | > avg_loss_disc_real_0: 0.08279371559619904 (+0.025998473912477497) | > avg_loss_disc_real_1: 0.20434404909610748 (-0.02974848449230194) | > avg_loss_disc_real_2: 0.24605903923511505 (-0.03429646790027621) | > avg_loss_disc_real_3: 0.20015501976013184 (-0.015640687942504894) | > avg_loss_disc_real_4: 0.22065621614456177 (-0.0054779231548309215) | > avg_loss_disc_real_5: 0.18956335484981537 (-0.030468448996543884) | > avg_loss_0: 2.1915813446044923 (-0.14817948341369602) | > avg_loss_gen: 2.7895172119140623 (+0.32276353836059535) | > avg_loss_kl: 2.144934892654419 (+0.012338209152221502) | > avg_loss_feat: 8.03722972869873 (+0.38527679443359286) | > avg_loss_mel: 14.321319389343262 (-0.6122669219970689) | > avg_loss_duration: 1.6531338453292848 (+0.002172112464904785) | > avg_loss_1: 28.946135330200196 (+0.11028404235839773)  > EPOCH: 13/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-19 21:50:23)   --> TIME: 2025-02-19 21:50:44 -- STEP: 25/924 -- GLOBAL_STEP: 57900 | > loss_disc: 2.5995564460754395 (2.21461172580719) | > loss_disc_real_0: 0.07056041061878204 (0.08344356939196587) | > loss_disc_real_1: 0.17319373786449432 (0.19661273896694184) | > loss_disc_real_2: 0.1838008463382721 (0.20220971703529358) | > loss_disc_real_3: 0.2081344723701477 (0.20545628666877747) | > loss_disc_real_4: 0.20176726579666138 (0.21545561254024506) | > loss_disc_real_5: 0.18293225765228271 (0.20416388750076295) | > loss_0: 2.5995564460754395 (2.21461172580719) | > grad_norm_0: tensor(92.6356, device='cuda:0') (tensor(54.0793, device='cuda:0')) | > loss_gen: 2.301656723022461 (2.817973394393921) | > loss_kl: 2.284925699234009 (2.3231239986419676) | > loss_feat: 9.786713600158691 (8.960510387420655) | > loss_mel: 18.162343978881836 (16.096402320861817) | > loss_duration: 1.6145341396331787 (1.6419139432907104) | > amp_scaler: 64.0 (64.0) | > loss_1: 34.150169372558594 (31.83992393493653) | > grad_norm_1: tensor(903.5666, device='cuda:0') (tensor(753.5101, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.7469 (0.7361933135986328) | > loader_time: 0.0137 (0.010868968963623047)  --> TIME: 2025-02-19 21:51:22 -- STEP: 75/924 -- GLOBAL_STEP: 57950 | > loss_disc: 2.22843861579895 (2.1943502569198614) | > loss_disc_real_0: 0.08181014657020569 (0.09281142403682073) | > loss_disc_real_1: 0.17536915838718414 (0.19271976073582966) | > loss_disc_real_2: 0.19535666704177856 (0.19940756003061935) | > loss_disc_real_3: 0.2361995130777359 (0.2056638562679291) | > loss_disc_real_4: 0.22232584655284882 (0.21394777476787566) | > loss_disc_real_5: 0.18851980566978455 (0.20492099901040392) | > loss_0: 2.22843861579895 (2.1943502569198614) | > grad_norm_0: tensor(11.4625, device='cuda:0') (tensor(55.7619, device='cuda:0')) | > loss_gen: 2.570228099822998 (2.819795846939087) | > loss_kl: 2.2207202911376953 (2.309167331059774) | > loss_feat: 7.641343593597412 (8.857567132314045) | > loss_mel: 13.603341102600098 (15.917517038981119) | > loss_duration: 1.663326621055603 (1.6432906087239583) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.698959350585938 (31.54733787536621) | > grad_norm_1: tensor(1024.9313, device='cuda:0') (tensor(921.6593, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.6899 (0.7375968074798585) | > loader_time: 0.0143 (0.011391992568969727)  --> TIME: 2025-02-19 21:51:59 -- STEP: 125/924 -- GLOBAL_STEP: 58000 | > loss_disc: 2.3028645515441895 (2.2275102605819703) | > loss_disc_real_0: 0.1638650745153427 (0.103029950350523) | > loss_disc_real_1: 0.18637371063232422 (0.19449202573299407) | > loss_disc_real_2: 0.19466790556907654 (0.20112437200546268) | > loss_disc_real_3: 0.21601471304893494 (0.20687819635868074) | > loss_disc_real_4: 0.21667584776878357 (0.21508428859710693) | > loss_disc_real_5: 0.20079784095287323 (0.20583624315261842) | > loss_0: 2.3028645515441895 (2.2275102605819703) | > grad_norm_0: tensor(22.3146, device='cuda:0') (tensor(61.2338, device='cuda:0')) | > loss_gen: 2.5684313774108887 (2.789030101776122) | > loss_kl: 2.2187154293060303 (2.2985862846374516) | > loss_feat: 8.016231536865234 (8.759721698760979) | > loss_mel: 14.967033386230469 (15.875535469055176) | > loss_duration: 1.6506658792495728 (1.6439189796447753) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.421077728271484 (31.366792449951173) | > grad_norm_1: tensor(1150.3485, device='cuda:0') (tensor(952.8455, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.7081 (0.7369880256652833) | > loader_time: 0.0126 (0.011500835418701172) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_58000.pth  --> TIME: 2025-02-19 21:52:40 -- STEP: 175/924 -- GLOBAL_STEP: 58050 | > loss_disc: 2.2263741493225098 (2.2312307936804645) | > loss_disc_real_0: 0.08178224414587021 (0.1085544724549566) | > loss_disc_real_1: 0.20092831552028656 (0.19424426683357776) | > loss_disc_real_2: 0.19930559396743774 (0.20049022844859535) | > loss_disc_real_3: 0.18130241334438324 (0.20689849623611994) | > loss_disc_real_4: 0.1855439990758896 (0.21452219954558785) | > loss_disc_real_5: 0.19147397577762604 (0.2046537005901337) | > loss_0: 2.2263741493225098 (2.2312307936804645) | > grad_norm_0: tensor(27.4007, device='cuda:0') (tensor(57.3540, device='cuda:0')) | > loss_gen: 2.6398777961730957 (2.7683317865644166) | > loss_kl: 2.287487268447876 (2.294503105708531) | > loss_feat: 9.010199546813965 (8.71749330793108) | > loss_mel: 16.418811798095703 (15.920224947248187) | > loss_duration: 1.6528871059417725 (1.6428855296543667) | > amp_scaler: 128.0 (64.36571428571429) | > loss_1: 32.00926208496094 (31.343438633510043) | > grad_norm_1: tensor(311.6837, device='cuda:0') (tensor(1025.1456, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.7154 (0.7410517665318084) | > loader_time: 0.0101 (0.011395865849086214)  --> TIME: 2025-02-19 21:53:18 -- STEP: 225/924 -- GLOBAL_STEP: 58100 | > loss_disc: 2.239222526550293 (2.229689834912618) | > loss_disc_real_0: 0.13842026889324188 (0.1126817406879531) | > loss_disc_real_1: 0.16707348823547363 (0.19343185126781456) | > loss_disc_real_2: 0.16583773493766785 (0.2002448050843345) | > loss_disc_real_3: 0.21273642778396606 (0.20586275193426345) | > loss_disc_real_4: 0.18572480976581573 (0.21466032577885524) | > loss_disc_real_5: 0.2361852079629898 (0.20360337588522173) | > loss_0: 2.239222526550293 (2.229689834912618) | > grad_norm_0: tensor(10.6995, device='cuda:0') (tensor(58.1089, device='cuda:0')) | > loss_gen: 3.2525177001953125 (2.773771776623195) | > loss_kl: 2.369704246520996 (2.30163944138421) | > loss_feat: 9.188251495361328 (8.722231371137836) | > loss_mel: 16.699119567871094 (15.891033155653211) | > loss_duration: 1.6047019958496094 (1.6430235735575358) | > amp_scaler: 64.0 (72.81777777777774) | > loss_1: 33.114295959472656 (31.33169926961263) | > grad_norm_1: tensor(1253.1295, device='cuda:0') (tensor(1048.5227, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.7638 (0.7413487444983591) | > loader_time: 0.011 (0.011317726771036781)  --> TIME: 2025-02-19 21:53:56 -- STEP: 275/924 -- GLOBAL_STEP: 58150 | > loss_disc: 2.2892837524414062 (2.235886962630532) | > loss_disc_real_0: 0.21778899431228638 (0.11355770822275767) | > loss_disc_real_1: 0.19591262936592102 (0.19385725384408772) | > loss_disc_real_2: 0.19903245568275452 (0.2018546261570671) | > loss_disc_real_3: 0.20484159886837006 (0.20613936543464662) | > loss_disc_real_4: 0.20381705462932587 (0.2145625811815262) | > loss_disc_real_5: 0.20784616470336914 (0.20413373345678504) | > loss_0: 2.2892837524414062 (2.235886962630532) | > grad_norm_0: tensor(108.0462, device='cuda:0') (tensor(59.0921, device='cuda:0')) | > loss_gen: 2.5476112365722656 (2.7724346100200297) | > loss_kl: 2.1168365478515625 (2.29811339118264) | > loss_feat: 7.355558395385742 (8.691131588328972) | > loss_mel: 13.96912956237793 (15.841554832458495) | > loss_duration: 1.7003576755523682 (1.6440952452746305) | > amp_scaler: 64.0 (71.21454545454544) | > loss_1: 27.68949317932129 (31.24732966336337) | > grad_norm_1: tensor(1578.4878, device='cuda:0') (tensor(1068.4242, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.7898 (0.7406771633841777) | > loader_time: 0.0156 (0.011285559914328835)  --> TIME: 2025-02-19 21:54:34 -- STEP: 325/924 -- GLOBAL_STEP: 58200 | > loss_disc: 2.317992925643921 (2.2393168093607967) | > loss_disc_real_0: 0.13185667991638184 (0.11448566561708083) | > loss_disc_real_1: 0.1519467830657959 (0.193779113613642) | > loss_disc_real_2: 0.2122928500175476 (0.20159516843465658) | > loss_disc_real_3: 0.19767197966575623 (0.20656284025082222) | > loss_disc_real_4: 0.266155481338501 (0.21504650482764612) | > loss_disc_real_5: 0.1884746551513672 (0.20464841851821317) | > loss_0: 2.317992925643921 (2.2393168093607967) | > grad_norm_0: tensor(24.3866, device='cuda:0') (tensor(61.4005, device='cuda:0')) | > loss_gen: 2.5252041816711426 (2.7755026560563296) | > loss_kl: 2.446120262145996 (2.3022591832967922) | > loss_feat: 8.08041000366211 (8.70292577450092) | > loss_mel: 16.7620849609375 (15.840301249577449) | > loss_duration: 1.6747965812683105 (1.6427631917366614) | > amp_scaler: 64.0 (70.10461538461536) | > loss_1: 31.488616943359375 (31.263752083411582) | > grad_norm_1: tensor(346.0299, device='cuda:0') (tensor(1102.7938, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.7397 (0.7420200656010557) | > loader_time: 0.0111 (0.01130321355966421)  --> TIME: 2025-02-19 21:55:12 -- STEP: 375/924 -- GLOBAL_STEP: 58250 | > loss_disc: 2.5326340198516846 (2.2441517667770365) | > loss_disc_real_0: 0.2607764005661011 (0.11670673202474913) | > loss_disc_real_1: 0.16542118787765503 (0.19369043505191785) | > loss_disc_real_2: 0.20005574822425842 (0.20135407733917238) | > loss_disc_real_3: 0.19642606377601624 (0.20678248167037963) | > loss_disc_real_4: 0.19031216204166412 (0.2150088021357854) | > loss_disc_real_5: 0.20593003928661346 (0.2053360927899679) | > loss_0: 2.5326340198516846 (2.2441517667770365) | > grad_norm_0: tensor(165.7963, device='cuda:0') (tensor(62.6883, device='cuda:0')) | > loss_gen: 2.49075984954834 (2.767556341171264) | > loss_kl: 2.2714991569519043 (2.3030198860168474) | > loss_feat: 7.498782634735107 (8.666601413726815) | > loss_mel: 13.962761878967285 (15.789001510620118) | > loss_duration: 1.631826639175415 (1.6428960002263386) | > amp_scaler: 64.0 (69.29066666666662) | > loss_1: 27.85563087463379 (31.169075205485026) | > grad_norm_1: tensor(1376.7581, device='cuda:0') (tensor(1164.0350, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.7521 (0.7424804534912113) | > loader_time: 0.0112 (0.011312859853108719)  --> TIME: 2025-02-19 21:55:50 -- STEP: 425/924 -- GLOBAL_STEP: 58300 | > loss_disc: 2.1846532821655273 (2.2476951478509326) | > loss_disc_real_0: 0.06738024950027466 (0.11883449003976934) | > loss_disc_real_1: 0.1589716374874115 (0.19382027973146984) | > loss_disc_real_2: 0.1849704086780548 (0.20121855213361628) | > loss_disc_real_3: 0.2173430323600769 (0.2074368883231107) | > loss_disc_real_4: 0.23342330753803253 (0.2154766869544983) | > loss_disc_real_5: 0.21787862479686737 (0.2053283745401046) | > loss_0: 2.1846532821655273 (2.2476951478509326) | > grad_norm_0: tensor(111.3717, device='cuda:0') (tensor(66.5190, device='cuda:0')) | > loss_gen: 2.7790212631225586 (2.7624896262673766) | > loss_kl: 2.567873001098633 (2.3030617814905523) | > loss_feat: 9.015686988830566 (8.652432045656104) | > loss_mel: 16.005355834960938 (15.775085294386919) | > loss_duration: 1.650242805480957 (1.6422926459592933) | > amp_scaler: 64.0 (68.66823529411766) | > loss_1: 32.01818084716797 (31.135361453785617) | > grad_norm_1: tensor(1530.4508, device='cuda:0') (tensor(1221.6420, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.7263 (0.7428015725752889) | > loader_time: 0.0106 (0.011416182237512921)  --> TIME: 2025-02-19 21:56:28 -- STEP: 475/924 -- GLOBAL_STEP: 58350 | > loss_disc: 2.1203384399414062 (2.2491873688446833) | > loss_disc_real_0: 0.15342217683792114 (0.12043709289086492) | > loss_disc_real_1: 0.19367791712284088 (0.1933936246445303) | > loss_disc_real_2: 0.19522033631801605 (0.20100240108213926) | > loss_disc_real_3: 0.2059747874736786 (0.20726842102251555) | > loss_disc_real_4: 0.19378024339675903 (0.2155122318079597) | > loss_disc_real_5: 0.20441707968711853 (0.20538203305319738) | > loss_0: 2.1203384399414062 (2.2491873688446833) | > grad_norm_0: tensor(153.4244, device='cuda:0') (tensor(70.4790, device='cuda:0')) | > loss_gen: 3.083071231842041 (2.7588758604150065) | > loss_kl: 2.2251055240631104 (2.303687200044333) | > loss_feat: 9.793303489685059 (8.644479297838721) | > loss_mel: 16.809627532958984 (15.768696361340975) | > loss_duration: 1.6322221755981445 (1.6420891264865274) | > amp_scaler: 64.0 (68.17684210526316) | > loss_1: 33.543331146240234 (31.11782789531507) | > grad_norm_1: tensor(1526.1399, device='cuda:0') (tensor(1283.1162, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.7613 (0.7433594071237667) | > loader_time: 0.0141 (0.011439389178627413)  --> TIME: 2025-02-19 21:57:06 -- STEP: 525/924 -- GLOBAL_STEP: 58400 | > loss_disc: 2.1902036666870117 (2.2490404903321024) | > loss_disc_real_0: 0.12909244000911713 (0.1210319402317206) | > loss_disc_real_1: 0.2144438624382019 (0.19322445599805727) | > loss_disc_real_2: 0.22220242023468018 (0.20097066859404247) | > loss_disc_real_3: 0.17333875596523285 (0.20684565881888073) | > loss_disc_real_4: 0.1830701231956482 (0.21540525896208626) | > loss_disc_real_5: 0.17748135328292847 (0.20549896021684014) | > loss_0: 2.1902036666870117 (2.2490404903321024) | > grad_norm_0: tensor(134.1797, device='cuda:0') (tensor(74.7812, device='cuda:0')) | > loss_gen: 2.8496346473693848 (2.760466242744809) | > loss_kl: 2.3187103271484375 (2.3040809649512903) | > loss_feat: 9.145377159118652 (8.644517018454422) | > loss_mel: 16.090831756591797 (15.77524832770938) | > loss_duration: 1.5959875583648682 (1.6413504997889201) | > amp_scaler: 64.0 (67.77904761904762) | > loss_1: 32.00054168701172 (31.125663103376116) | > grad_norm_1: tensor(1976.5363, device='cuda:0') (tensor(1354.4109, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.7356 (0.7435863222394673) | > loader_time: 0.0131 (0.011442831130254833)  --> TIME: 2025-02-19 21:57:45 -- STEP: 575/924 -- GLOBAL_STEP: 58450 | > loss_disc: 2.197214126586914 (2.251767073714213) | > loss_disc_real_0: 0.11235594004392624 (0.12167841213552848) | > loss_disc_real_1: 0.1775595098733902 (0.19344759930735037) | > loss_disc_real_2: 0.15666310489177704 (0.20100990062174595) | > loss_disc_real_3: 0.21123835444450378 (0.2071452499472576) | > loss_disc_real_4: 0.21929100155830383 (0.21566957294940947) | > loss_disc_real_5: 0.2147769033908844 (0.2056339264952618) | > loss_0: 2.197214126586914 (2.251767073714213) | > grad_norm_0: tensor(39.6444, device='cuda:0') (tensor(77.6191, device='cuda:0')) | > loss_gen: 2.9477312564849854 (2.759840247942054) | > loss_kl: 2.1806862354278564 (2.302523241043093) | > loss_feat: 9.519583702087402 (8.643451701454506) | > loss_mel: 18.00947380065918 (15.78219110240107) | > loss_duration: 1.6869750022888184 (1.6409803718069322) | > amp_scaler: 64.0 (67.45043478260868) | > loss_1: 34.34444808959961 (31.12898669698964) | > grad_norm_1: tensor(797.4973, device='cuda:0') (tensor(1386.2408, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.8207 (0.7440944410407024) | > loader_time: 0.0123 (0.011450325924417243)  --> TIME: 2025-02-19 21:58:23 -- STEP: 625/924 -- GLOBAL_STEP: 58500 | > loss_disc: 2.5416719913482666 (2.2509712835311873) | > loss_disc_real_0: 0.10035430639982224 (0.12117174118161202) | > loss_disc_real_1: 0.1653445065021515 (0.19368333151340478) | > loss_disc_real_2: 0.21282130479812622 (0.20114453237056742) | > loss_disc_real_3: 0.20721034705638885 (0.20722366449832907) | > loss_disc_real_4: 0.23098300397396088 (0.2156239765644073) | > loss_disc_real_5: 0.21664346754550934 (0.2052822811126709) | > loss_0: 2.5416719913482666 (2.2509712835311873) | > grad_norm_0: tensor(173.6766, device='cuda:0') (tensor(78.1033, device='cuda:0')) | > loss_gen: 2.4158196449279785 (2.7618217365264917) | > loss_kl: 2.4942281246185303 (2.303376058387757) | > loss_feat: 8.45938777923584 (8.647699690246588) | > loss_mel: 16.569307327270508 (15.805661351013184) | > loss_duration: 1.6606358289718628 (1.6410434000015255) | > amp_scaler: 64.0 (67.17439999999999) | > loss_1: 31.599376678466797 (31.15960226135254) | > grad_norm_1: tensor(321.4547, device='cuda:0') (tensor(1379.3815, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.7535 (0.74409454460144) | > loader_time: 0.0113 (0.011462757492065427)  --> TIME: 2025-02-19 21:59:00 -- STEP: 675/924 -- GLOBAL_STEP: 58550 | > loss_disc: 2.186098575592041 (2.2474829954571174) | > loss_disc_real_0: 0.09052782505750656 (0.11986964049714582) | > loss_disc_real_1: 0.18412430584430695 (0.19368021843609987) | > loss_disc_real_2: 0.201572984457016 (0.20097505211830147) | > loss_disc_real_3: 0.19126300513744354 (0.20727630743273973) | > loss_disc_real_4: 0.23151344060897827 (0.21561672875174764) | > loss_disc_real_5: 0.2029125839471817 (0.20522300322850545) | > loss_0: 2.186098575592041 (2.2474829954571174) | > grad_norm_0: tensor(75.6081, device='cuda:0') (tensor(77.6114, device='cuda:0')) | > loss_gen: 2.902705192565918 (2.7648157536541995) | > loss_kl: 2.355448007583618 (2.3046553924348614) | > loss_feat: 8.374382019042969 (8.652807537361436) | > loss_mel: 15.667008399963379 (15.797811762491863) | > loss_duration: 1.6021170616149902 (1.6403842745886905) | > amp_scaler: 64.0 (66.93925925925933) | > loss_1: 30.901662826538086 (31.16047474331326) | > grad_norm_1: tensor(1998.5924, device='cuda:0') (tensor(1375.8192, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.7436 (0.7436325260444916) | > loader_time: 0.0123 (0.011459797046802656)  --> TIME: 2025-02-19 21:59:39 -- STEP: 725/924 -- GLOBAL_STEP: 58600 | > loss_disc: 2.1773085594177246 (2.246843192001865) | > loss_disc_real_0: 0.1362013965845108 (0.12040828162740017) | > loss_disc_real_1: 0.17004375159740448 (0.19328498215510928) | > loss_disc_real_2: 0.14919471740722656 (0.2008821709197144) | > loss_disc_real_3: 0.18249596655368805 (0.2071812898126141) | > loss_disc_real_4: 0.2227974832057953 (0.21561964004204187) | > loss_disc_real_5: 0.22248438000679016 (0.20532632655110852) | > loss_0: 2.1773085594177246 (2.246843192001865) | > grad_norm_0: tensor(40.3156, device='cuda:0') (tensor(79.5345, device='cuda:0')) | > loss_gen: 2.8077211380004883 (2.7654124259948745) | > loss_kl: 2.4973959922790527 (2.3051390721880174) | > loss_feat: 9.266793251037598 (8.65305777977254) | > loss_mel: 15.998741149902344 (15.792167842470366) | > loss_duration: 1.6295111179351807 (1.6400846233039064) | > amp_scaler: 64.0 (66.73655172413802) | > loss_1: 32.200164794921875 (31.15586176115891) | > grad_norm_1: tensor(1814.6953, device='cuda:0') (tensor(1415.2473, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.7068 (0.7440820914301373) | > loader_time: 0.0097 (0.01147401119100636)  --> TIME: 2025-02-19 22:00:17 -- STEP: 775/924 -- GLOBAL_STEP: 58650 | > loss_disc: 2.311599016189575 (2.24605178863771) | > loss_disc_real_0: 0.15826018154621124 (0.1209702455805194) | > loss_disc_real_1: 0.20558427274227142 (0.19304913763077028) | > loss_disc_real_2: 0.19640062749385834 (0.20072834737839246) | > loss_disc_real_3: 0.22361013293266296 (0.20709262922886873) | > loss_disc_real_4: 0.1683444231748581 (0.21528516913613963) | > loss_disc_real_5: 0.21836526691913605 (0.2050934088614679) | > loss_0: 2.311599016189575 (2.24605178863771) | > grad_norm_0: tensor(51.0276, device='cuda:0') (tensor(80.3270, device='cuda:0')) | > loss_gen: 2.704339027404785 (2.766088982551329) | > loss_kl: 2.2612287998199463 (2.3035568528021546) | > loss_feat: 8.23271369934082 (8.658810745362322) | > loss_mel: 14.646340370178223 (15.799672132922757) | > loss_duration: 1.6366381645202637 (1.6407755168791738) | > amp_scaler: 64.0 (66.56000000000013) | > loss_1: 29.481258392333984 (31.168904249129756) | > grad_norm_1: tensor(1394.5189, device='cuda:0') (tensor(1425.8813, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.7616 (0.744457725401847) | > loader_time: 0.0152 (0.011498266035510643)  --> TIME: 2025-02-19 22:00:55 -- STEP: 825/924 -- GLOBAL_STEP: 58700 | > loss_disc: 2.23553729057312 (2.247032345858481) | > loss_disc_real_0: 0.0992809310555458 (0.12083558591026249) | > loss_disc_real_1: 0.1936163306236267 (0.19330704871452217) | > loss_disc_real_2: 0.21506670117378235 (0.20126262839996462) | > loss_disc_real_3: 0.19133855402469635 (0.20704360277363743) | > loss_disc_real_4: 0.19674310088157654 (0.21535155959201577) | > loss_disc_real_5: 0.18967650830745697 (0.2051361744150971) | > loss_0: 2.23553729057312 (2.247032345858481) | > grad_norm_0: tensor(64.1881, device='cuda:0') (tensor(80.6381, device='cuda:0')) | > loss_gen: 2.682677745819092 (2.766048889449149) | > loss_kl: 2.1516175270080566 (2.302639944336633) | > loss_feat: 8.835387229919434 (8.65915751486114) | > loss_mel: 16.671794891357422 (15.814364551197398) | > loss_duration: 1.6157385110855103 (1.6408414518471917) | > amp_scaler: 64.0 (66.40484848484859) | > loss_1: 31.957216262817383 (31.18305235891631) | > grad_norm_1: tensor(1632.6815, device='cuda:0') (tensor(1427.0278, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.755 (0.7441846512303202) | > loader_time: 0.0116 (0.011501591133348865)  --> TIME: 2025-02-19 22:01:33 -- STEP: 875/924 -- GLOBAL_STEP: 58750 | > loss_disc: 2.454806327819824 (2.2441828222274705) | > loss_disc_real_0: 0.14133809506893158 (0.119566823891231) | > loss_disc_real_1: 0.17161054909229279 (0.19331357201508112) | > loss_disc_real_2: 0.20370501279830933 (0.2011449118852616) | > loss_disc_real_3: 0.17598232626914978 (0.2070136390413556) | > loss_disc_real_4: 0.192322239279747 (0.21526692163944242) | > loss_disc_real_5: 0.24932178854942322 (0.2048887050322124) | > loss_0: 2.454806327819824 (2.2441828222274705) | > grad_norm_0: tensor(64.1026, device='cuda:0') (tensor(79.7407, device='cuda:0')) | > loss_gen: 2.435877799987793 (2.76927949496678) | > loss_kl: 2.341937303543091 (2.300183961459572) | > loss_feat: 7.9390034675598145 (8.663535224914558) | > loss_mel: 16.05928611755371 (15.818193962097167) | > loss_duration: 1.6454187631607056 (1.6411871476854594) | > amp_scaler: 64.0 (66.26742857142868) | > loss_1: 30.42152214050293 (31.19237978907994) | > grad_norm_1: tensor(194.3988, device='cuda:0') (tensor(1393.3645, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.7981 (0.7447942243303566) | > loader_time: 0.012 (0.01149112374441964)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4374794960021973 (2.4374794960021973) | > loss_disc_real_0: 0.13106893002986908 (0.13106893002986908) | > loss_disc_real_1: 0.23858556151390076 (0.23858556151390076) | > loss_disc_real_2: 0.18440234661102295 (0.18440234661102295) | > loss_disc_real_3: 0.1974000632762909 (0.1974000632762909) | > loss_disc_real_4: 0.21332073211669922 (0.21332073211669922) | > loss_disc_real_5: 0.22090288996696472 (0.22090288996696472) | > loss_0: 2.4374794960021973 (2.4374794960021973) | > loss_gen: 2.3323585987091064 (2.3323585987091064) | > loss_kl: 2.205479383468628 (2.205479383468628) | > loss_feat: 8.03779125213623 (8.03779125213623) | > loss_mel: 15.027429580688477 (15.027429580688477) | > loss_duration: 1.6987627744674683 (1.6987627744674683) | > loss_1: 29.301822662353516 (29.301822662353516)  --> STEP: 1 | > loss_disc: 2.4879934787750244 (2.4879934787750244) | > loss_disc_real_0: 0.15137413144111633 (0.15137413144111633) | > loss_disc_real_1: 0.22940665483474731 (0.22940665483474731) | > loss_disc_real_2: 0.2144935429096222 (0.2144935429096222) | > loss_disc_real_3: 0.19866077601909637 (0.19866077601909637) | > loss_disc_real_4: 0.2279890477657318 (0.2279890477657318) | > loss_disc_real_5: 0.23368866741657257 (0.23368866741657257) | > loss_0: 2.4879934787750244 (2.4879934787750244) | > loss_gen: 2.300743341445923 (2.300743341445923) | > loss_kl: 1.990727424621582 (1.990727424621582) | > loss_feat: 7.051187515258789 (7.051187515258789) | > loss_mel: 13.604636192321777 (13.604636192321777) | > loss_duration: 1.6989843845367432 (1.6989843845367432) | > loss_1: 26.646278381347656 (26.646278381347656)  --> STEP: 2 | > loss_disc: 2.506014585494995 (2.4970040321350098) | > loss_disc_real_0: 0.14539892971515656 (0.14838653057813644) | > loss_disc_real_1: 0.21174484491348267 (0.220575749874115) | > loss_disc_real_2: 0.19906404614448547 (0.20677879452705383) | > loss_disc_real_3: 0.1859220713376999 (0.19229142367839813) | > loss_disc_real_4: 0.21868683397769928 (0.22333794087171555) | > loss_disc_real_5: 0.25772324204444885 (0.2457059547305107) | > loss_0: 2.506014585494995 (2.4970040321350098) | > loss_gen: 2.293497085571289 (2.297120213508606) | > loss_kl: 2.2813940048217773 (2.1360607147216797) | > loss_feat: 8.379326820373535 (7.715257167816162) | > loss_mel: 14.879980087280273 (14.242308139801025) | > loss_duration: 1.58844792842865 (1.6437161564826965) | > loss_1: 29.422645568847656 (28.034461975097656)  --> STEP: 3 | > loss_disc: 2.485058546066284 (2.4930222034454346) | > loss_disc_real_0: 0.15074880421161652 (0.1491739551226298) | > loss_disc_real_1: 0.22092530131340027 (0.22069226702054343) | > loss_disc_real_2: 0.21620364487171173 (0.20992041130860647) | > loss_disc_real_3: 0.18953415751457214 (0.1913723349571228) | > loss_disc_real_4: 0.23424552381038666 (0.22697380185127258) | > loss_disc_real_5: 0.26633983850479126 (0.25258391598860425) | > loss_0: 2.485058546066284 (2.4930222034454346) | > loss_gen: 2.250772714614868 (2.2816710472106934) | > loss_kl: 2.1533021926879883 (2.1418078740437827) | > loss_feat: 6.292535781860352 (7.241016705830892) | > loss_mel: 13.550355911254883 (14.01165739695231) | > loss_duration: 1.6633470058441162 (1.6502597729365032) | > loss_1: 25.91031265258789 (27.326412200927734)  --> STEP: 4 | > loss_disc: 2.4800362586975098 (2.4897757172584534) | > loss_disc_real_0: 0.14826828241348267 (0.14894753694534302) | > loss_disc_real_1: 0.22312162816524506 (0.22129960730671883) | > loss_disc_real_2: 0.20676399767398834 (0.20913130789995193) | > loss_disc_real_3: 0.21116453409194946 (0.19632038474082947) | > loss_disc_real_4: 0.23943781852722168 (0.23008980602025986) | > loss_disc_real_5: 0.29346179962158203 (0.2628033868968487) | > loss_0: 2.4800362586975098 (2.4897757172584534) | > loss_gen: 2.4143383502960205 (2.314837872982025) | > loss_kl: 2.106570243835449 (2.132998466491699) | > loss_feat: 6.978015899658203 (7.17526650428772) | > loss_mel: 14.28955078125 (14.081130743026733) | > loss_duration: 1.7709662914276123 (1.6804364025592804) | > loss_1: 27.5594425201416 (27.3846697807312)  --> STEP: 5 | > loss_disc: 2.364645004272461 (2.464749574661255) | > loss_disc_real_0: 0.1398387998342514 (0.1471257895231247) | > loss_disc_real_1: 0.1600155085325241 (0.20904278755187988) | > loss_disc_real_2: 0.19612877070903778 (0.2065308004617691) | > loss_disc_real_3: 0.11921664327383041 (0.18089963644742965) | > loss_disc_real_4: 0.2472890317440033 (0.23352965116500854) | > loss_disc_real_5: 0.23457172513008118 (0.2571570545434952) | > loss_0: 2.364645004272461 (2.464749574661255) | > loss_gen: 2.3472201824188232 (2.3213143348693848) | > loss_kl: 2.139660596847534 (2.134330892562866) | > loss_feat: 7.611521244049072 (7.26251745223999) | > loss_mel: 13.641494750976562 (13.9932035446167) | > loss_duration: 1.52591073513031 (1.6495312690734862) | > loss_1: 27.26580810546875 (27.36089744567871) --> EVAL PERFORMANCE | > avg_loader_time: 0.15458950996398926 (+0.0006505012512207087) | > avg_loss_disc: 2.464749574661255 (+0.2731682300567626) | > avg_loss_disc_real_0: 0.1471257895231247 (+0.06433207392692565) | > avg_loss_disc_real_1: 0.20904278755187988 (+0.0046987384557724) | > avg_loss_disc_real_2: 0.2065308004617691 (-0.039528238773345936) | > avg_loss_disc_real_3: 0.18089963644742965 (-0.019255383312702185) | > avg_loss_disc_real_4: 0.23352965116500854 (+0.012873435020446772) | > avg_loss_disc_real_5: 0.2571570545434952 (+0.06759369969367982) | > avg_loss_0: 2.464749574661255 (+0.2731682300567626) | > avg_loss_gen: 2.3213143348693848 (-0.46820287704467756) | > avg_loss_kl: 2.134330892562866 (-0.010604000091552823) | > avg_loss_feat: 7.26251745223999 (-0.7747122764587395) | > avg_loss_mel: 13.9932035446167 (-0.32811584472656286) | > avg_loss_duration: 1.6495312690734862 (-0.0036025762557985175) | > avg_loss_1: 27.36089744567871 (-1.5852378845214865) > BEST MODEL : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/best_model_58799.pth  > EPOCH: 14/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-19 22:02:20)   --> TIME: 2025-02-19 22:02:23 -- STEP: 1/924 -- GLOBAL_STEP: 58800 | > loss_disc: 2.0828373432159424 (2.0828373432159424) | > loss_disc_real_0: 0.09527555108070374 (0.09527555108070374) | > loss_disc_real_1: 0.18625138700008392 (0.18625138700008392) | > loss_disc_real_2: 0.1993291825056076 (0.1993291825056076) | > loss_disc_real_3: 0.1812366098165512 (0.1812366098165512) | > loss_disc_real_4: 0.23100759088993073 (0.23100759088993073) | > loss_disc_real_5: 0.2293165773153305 (0.2293165773153305) | > loss_0: 2.0828373432159424 (2.0828373432159424) | > grad_norm_0: tensor(63.0562, device='cuda:0') (tensor(63.0562, device='cuda:0')) | > loss_gen: 3.1617844104766846 (3.1617844104766846) | > loss_kl: 2.407841205596924 (2.407841205596924) | > loss_feat: 9.940268516540527 (9.940268516540527) | > loss_mel: 16.93035888671875 (16.93035888671875) | > loss_duration: 1.630549430847168 (1.630549430847168) | > amp_scaler: 64.0 (64.0) | > loss_1: 34.070804595947266 (34.070804595947266) | > grad_norm_1: tensor(542.2353, device='cuda:0') (tensor(542.2353, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.7679 (0.7679028511047363) | > loader_time: 0.0121 (0.012110233306884766)  --> TIME: 2025-02-19 22:03:00 -- STEP: 51/924 -- GLOBAL_STEP: 58850 | > loss_disc: 2.190601348876953 (2.2055692672729497) | > loss_disc_real_0: 0.08907770365476608 (0.09974566810563498) | > loss_disc_real_1: 0.18823684751987457 (0.19278830611238293) | > loss_disc_real_2: 0.18907710909843445 (0.1998565845629748) | > loss_disc_real_3: 0.17505128681659698 (0.2064557616032806) | > loss_disc_real_4: 0.19395576417446136 (0.21488224378987855) | > loss_disc_real_5: 0.18322555720806122 (0.20461502320626201) | > loss_0: 2.190601348876953 (2.2055692672729497) | > grad_norm_0: tensor(73.6649, device='cuda:0') (tensor(56.4608, device='cuda:0')) | > loss_gen: 2.8825173377990723 (2.8172275412316417) | > loss_kl: 2.2465808391571045 (2.3097504447488215) | > loss_feat: 9.34516429901123 (8.82078333461986) | > loss_mel: 16.44932746887207 (15.870785582299327) | > loss_duration: 1.6929152011871338 (1.6483967304229736) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.61650466918945 (31.466943553849763) | > grad_norm_1: tensor(1496.8330, device='cuda:0') (tensor(973.2068, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.7211 (0.7366580682642321) | > loader_time: 0.0157 (0.011369784673055014)  --> TIME: 2025-02-19 22:03:38 -- STEP: 101/924 -- GLOBAL_STEP: 58900 | > loss_disc: 2.5903239250183105 (2.1882503256939434) | > loss_disc_real_0: 0.09760110080242157 (0.0930780297384994) | > loss_disc_real_1: 0.19678060710430145 (0.19266139015112774) | > loss_disc_real_2: 0.20424485206604004 (0.19973762510436596) | > loss_disc_real_3: 0.25095853209495544 (0.20703135430812836) | > loss_disc_real_4: 0.24823719263076782 (0.21407112464456274) | > loss_disc_real_5: 0.21529649198055267 (0.20216300862260383) | > loss_0: 2.5903239250183105 (2.1882503256939434) | > grad_norm_0: tensor(99.6013, device='cuda:0') (tensor(55.6208, device='cuda:0')) | > loss_gen: 2.4319796562194824 (2.8436290273571965) | > loss_kl: 2.253174304962158 (2.3087392396265916) | > loss_feat: 8.206933975219727 (8.903112354845106) | > loss_mel: 16.886022567749023 (15.91875703263991) | > loss_duration: 1.6349129676818848 (1.6458930402699083) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.413022994995117 (31.62013063336363) | > grad_norm_1: tensor(914.4817, device='cuda:0') (tensor(887.7761, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.7895 (0.7390695987361493) | > loader_time: 0.0118 (0.011446910329384377)  --> TIME: 2025-02-19 22:04:16 -- STEP: 151/924 -- GLOBAL_STEP: 58950 | > loss_disc: 2.3889427185058594 (2.2096308580297497) | > loss_disc_real_0: 0.11746028810739517 (0.1006891330987807) | > loss_disc_real_1: 0.21981622278690338 (0.1936988765435503) | > loss_disc_real_2: 0.2008223682641983 (0.20195304992183158) | > loss_disc_real_3: 0.19834429025650024 (0.20863812105939877) | > loss_disc_real_4: 0.21308985352516174 (0.21461666330991203) | > loss_disc_real_5: 0.20945066213607788 (0.2009637907443457) | > loss_0: 2.3889427185058594 (2.2096308580297497) | > grad_norm_0: tensor(17.6884, device='cuda:0') (tensor(57.2924, device='cuda:0')) | > loss_gen: 2.4638514518737793 (2.823817971526393) | > loss_kl: 2.0301167964935303 (2.294816637670757) | > loss_feat: 7.5960469245910645 (8.845822931125465) | > loss_mel: 14.519647598266602 (15.936926784894323) | > loss_duration: 1.6126126050949097 (1.6462739327095992) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.222274780273438 (31.547658200295555) | > grad_norm_1: tensor(739.6693, device='cuda:0') (tensor(914.6002, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.7623 (0.7412872551292773) | > loader_time: 0.0136 (0.011385960294710878)  --> TIME: 2025-02-19 22:04:54 -- STEP: 201/924 -- GLOBAL_STEP: 59000 | > loss_disc: 2.152466297149658 (2.213549451448429) | > loss_disc_real_0: 0.11498022824525833 (0.10501198183318869) | > loss_disc_real_1: 0.18103034794330597 (0.19393924078834587) | > loss_disc_real_2: 0.2270316183567047 (0.20190057810859305) | > loss_disc_real_3: 0.18214856088161469 (0.2075517123463142) | > loss_disc_real_4: 0.22074617445468903 (0.21503532214544305) | > loss_disc_real_5: 0.1884171962738037 (0.20147919187794874) | > loss_0: 2.152466297149658 (2.213549451448429) | > grad_norm_0: tensor(82.5259, device='cuda:0') (tensor(60.2159, device='cuda:0')) | > loss_gen: 2.9641833305358887 (2.809839128854857) | > loss_kl: 2.3506977558135986 (2.2857119776123196) | > loss_feat: 10.197096824645996 (8.809374984817117) | > loss_mel: 15.477326393127441 (15.935888404276833) | > loss_duration: 1.6542534828186035 (1.6438149516262226) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.643558502197266 (31.484629332129636) | > grad_norm_1: tensor(1381.6195, device='cuda:0') (tensor(1001.4072, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.7676 (0.7420472825937602) | > loader_time: 0.011 (0.011376990607721887) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_59000.pth  --> TIME: 2025-02-19 22:05:34 -- STEP: 251/924 -- GLOBAL_STEP: 59050 | > loss_disc: 2.1575095653533936 (2.212551031454625) | > loss_disc_real_0: 0.04808180779218674 (0.10323795527813444) | > loss_disc_real_1: 0.18053901195526123 (0.19439611123852518) | > loss_disc_real_2: 0.2131292223930359 (0.20218614070301516) | > loss_disc_real_3: 0.23587055504322052 (0.20699871744055198) | > loss_disc_real_4: 0.21399550139904022 (0.21491817043597006) | > loss_disc_real_5: 0.2402079701423645 (0.20147319636734362) | > loss_0: 2.1575095653533936 (2.212551031454625) | > grad_norm_0: tensor(67.7881, device='cuda:0') (tensor(60.5122, device='cuda:0')) | > loss_gen: 2.8154027462005615 (2.814645512645464) | > loss_kl: 2.1863608360290527 (2.2886612491303704) | > loss_feat: 9.275430679321289 (8.814890297285576) | > loss_mel: 15.93925952911377 (15.909812494103177) | > loss_duration: 1.6374419927597046 (1.6447003357913865) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.85389518737793 (31.472709769746697) | > grad_norm_1: tensor(1481.1074, device='cuda:0') (tensor(968.6450, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.6888 (0.7418157218461966) | > loader_time: 0.0092 (0.011319158561676146)  --> TIME: 2025-02-19 22:06:12 -- STEP: 301/924 -- GLOBAL_STEP: 59100 | > loss_disc: 2.193133592605591 (2.209943730965801) | > loss_disc_real_0: 0.13481147587299347 (0.10207427330191349) | > loss_disc_real_1: 0.1912229061126709 (0.1942301703449895) | > loss_disc_real_2: 0.22481773793697357 (0.20213321920645205) | > loss_disc_real_3: 0.25604644417762756 (0.2072357117040609) | > loss_disc_real_4: 0.24282124638557434 (0.21505464118382472) | > loss_disc_real_5: 0.22478367388248444 (0.2013927142683454) | > loss_0: 2.193133592605591 (2.209943730965801) | > grad_norm_0: tensor(138.0798, device='cuda:0') (tensor(59.4905, device='cuda:0')) | > loss_gen: 3.195512533187866 (2.815967101195328) | > loss_kl: 2.341325044631958 (2.286349586474143) | > loss_feat: 9.297025680541992 (8.805893680978047) | > loss_mel: 16.63775062561035 (15.862087145200203) | > loss_duration: 1.6193196773529053 (1.6441633792414618) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.0909309387207 (31.414460806355525) | > grad_norm_1: tensor(1010.6965, device='cuda:0') (tensor(986.9766, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.7251 (0.7420695477545858) | > loader_time: 0.0104 (0.0113273752092127)  --> TIME: 2025-02-19 22:06:51 -- STEP: 351/924 -- GLOBAL_STEP: 59150 | > loss_disc: 2.307393789291382 (2.2124542551502557) | > loss_disc_real_0: 0.11943895369768143 (0.10371015587041521) | > loss_disc_real_1: 0.2188216596841812 (0.19416913959035847) | > loss_disc_real_2: 0.21360768377780914 (0.2024726840930108) | > loss_disc_real_3: 0.20174939930438995 (0.2066815895827068) | > loss_disc_real_4: 0.20382021367549896 (0.21522042295362204) | > loss_disc_real_5: 0.2666338086128235 (0.20127762811645827) | > loss_0: 2.307393789291382 (2.2124542551502557) | > grad_norm_0: tensor(28.2629, device='cuda:0') (tensor(61.4558, device='cuda:0')) | > loss_gen: 2.71179461479187 (2.811558589636432) | > loss_kl: 2.352829694747925 (2.2856344942353735) | > loss_feat: 7.068877696990967 (8.786707647166013) | > loss_mel: 13.92733383178711 (15.839711132212582) | > loss_duration: 1.6309435367584229 (1.6442067874462856) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.6917781829834 (31.367818555261334) | > grad_norm_1: tensor(536.2412, device='cuda:0') (tensor(994.2129, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.7608 (0.7433311830558671) | > loader_time: 0.0109 (0.011358689039181427)  --> TIME: 2025-02-19 22:07:29 -- STEP: 401/924 -- GLOBAL_STEP: 59200 | > loss_disc: 2.068352222442627 (2.2108743166982983) | > loss_disc_real_0: 0.05504133179783821 (0.10324423030910647) | > loss_disc_real_1: 0.18862055242061615 (0.19395585432462858) | > loss_disc_real_2: 0.18873047828674316 (0.20222261893630333) | > loss_disc_real_3: 0.18293143808841705 (0.20666957823118368) | > loss_disc_real_4: 0.21331508457660675 (0.21511129183959493) | > loss_disc_real_5: 0.15922361612319946 (0.20127404613090577) | > loss_0: 2.068352222442627 (2.2108743166982983) | > grad_norm_0: tensor(35.2100, device='cuda:0') (tensor(61.1294, device='cuda:0')) | > loss_gen: 2.768136978149414 (2.8132024405900404) | > loss_kl: 2.445525884628296 (2.2849668478430667) | > loss_feat: 8.85560417175293 (8.78041574663652) | > loss_mel: 14.787095069885254 (15.81174060412476) | > loss_duration: 1.6122779846191406 (1.6446328065044564) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.46864128112793 (31.334958364244113) | > grad_norm_1: tensor(1073.7933, device='cuda:0') (tensor(980.1812, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.7345 (0.7443453070528789) | > loader_time: 0.0105 (0.01141446368058125)  --> TIME: 2025-02-19 22:08:07 -- STEP: 451/924 -- GLOBAL_STEP: 59250 | > loss_disc: 2.3265364170074463 (2.21193018667978) | > loss_disc_real_0: 0.13691715896129608 (0.10321354522409038) | > loss_disc_real_1: 0.22478541731834412 (0.19405005323781144) | > loss_disc_real_2: 0.1963643878698349 (0.20224782196751198) | > loss_disc_real_3: 0.26676270365715027 (0.20692421766844663) | > loss_disc_real_4: 0.2663396894931793 (0.21533817346899584) | > loss_disc_real_5: 0.21196724474430084 (0.20136865709150448) | > loss_0: 2.3265364170074463 (2.21193018667978) | > grad_norm_0: tensor(86.6990, device='cuda:0') (tensor(60.7049, device='cuda:0')) | > loss_gen: 2.845700979232788 (2.8106983337064033) | > loss_kl: 2.4408302307128906 (2.284766440116646) | > loss_feat: 9.021883964538574 (8.767110346690508) | > loss_mel: 16.007028579711914 (15.780742332306247) | > loss_duration: 1.6164705753326416 (1.6444647928034917) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.931913375854492 (31.287782144652237) | > grad_norm_1: tensor(563.4672, device='cuda:0') (tensor(986.1790, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.7153 (0.7443059489890903) | > loader_time: 0.0112 (0.011476394078155304)  --> TIME: 2025-02-19 22:08:45 -- STEP: 501/924 -- GLOBAL_STEP: 59300 | > loss_disc: 2.2335691452026367 (2.212428878405374) | > loss_disc_real_0: 0.12447311729192734 (0.10317634385889637) | > loss_disc_real_1: 0.20414100587368011 (0.19431110101188728) | > loss_disc_real_2: 0.2106751799583435 (0.20245218413794594) | > loss_disc_real_3: 0.158392071723938 (0.20691353823253494) | > loss_disc_real_4: 0.22942019999027252 (0.2153147478660424) | > loss_disc_real_5: 0.19392161071300507 (0.2009225575450414) | > loss_0: 2.2335691452026367 (2.212428878405374) | > grad_norm_0: tensor(55.6665, device='cuda:0') (tensor(61.4289, device='cuda:0')) | > loss_gen: 2.814945936203003 (2.813523405802228) | > loss_kl: 2.2693092823028564 (2.284343757791196) | > loss_feat: 9.317232131958008 (8.768424298710924) | > loss_mel: 16.43364715576172 (15.797451280072302) | > loss_duration: 1.6178615093231201 (1.6444417426210203) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.45299530029297 (31.30818438577557) | > grad_norm_1: tensor(1373.3014, device='cuda:0') (tensor(982.0110, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.765 (0.7449943243624447) | > loader_time: 0.0146 (0.011532336651921977)  --> TIME: 2025-02-19 22:09:23 -- STEP: 551/924 -- GLOBAL_STEP: 59350 | > loss_disc: 2.178359031677246 (2.2129062652155187) | > loss_disc_real_0: 0.07027969509363174 (0.10423257762393807) | > loss_disc_real_1: 0.17312896251678467 (0.19419529696017124) | > loss_disc_real_2: 0.18996886909008026 (0.20203803698726666) | > loss_disc_real_3: 0.21449726819992065 (0.20687396361910063) | > loss_disc_real_4: 0.22041326761245728 (0.21521341040757522) | > loss_disc_real_5: 0.1993609219789505 (0.2008694677517332) | > loss_0: 2.178359031677246 (2.2129062652155187) | > grad_norm_0: tensor(33.6363, device='cuda:0') (tensor(61.8992, device='cuda:0')) | > loss_gen: 2.83709454536438 (2.8091198835528712) | > loss_kl: 2.214214324951172 (2.2784092142880508) | > loss_feat: 9.353608131408691 (8.756378830669144) | > loss_mel: 15.676324844360352 (15.772552601005984) | > loss_duration: 1.598704218864441 (1.6443289845046025) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.679946899414062 (31.260789414282936) | > grad_norm_1: tensor(1059.1068, device='cuda:0') (tensor(1044.3999, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.7349 (0.7449955009938155) | > loader_time: 0.0106 (0.011543917785755297)  --> TIME: 2025-02-19 22:10:02 -- STEP: 601/924 -- GLOBAL_STEP: 59400 | > loss_disc: 2.1941113471984863 (2.2149574576122393) | > loss_disc_real_0: 0.072325699031353 (0.10580178991753533) | > loss_disc_real_1: 0.19284723699092865 (0.1940044682851052) | > loss_disc_real_2: 0.20646409690380096 (0.20189736810777834) | > loss_disc_real_3: 0.2436571568250656 (0.2065438862003622) | > loss_disc_real_4: 0.21797138452529907 (0.21529750030072478) | > loss_disc_real_5: 0.21131391823291779 (0.2010869860103642) | > loss_0: 2.1941113471984863 (2.2149574576122393) | > grad_norm_0: tensor(13.1557, device='cuda:0') (tensor(62.9026, device='cuda:0')) | > loss_gen: 2.728020191192627 (2.805159723104139) | > loss_kl: 2.274024248123169 (2.276065744100119) | > loss_feat: 8.432371139526367 (8.740306083057165) | > loss_mel: 14.652563095092773 (15.753402194246872) | > loss_duration: 1.675897479057312 (1.6436641101234168) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.762876510620117 (31.218597735819127) | > grad_norm_1: tensor(542.3356, device='cuda:0') (tensor(1067.7705, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.7567 (0.7449200367570521) | > loader_time: 0.014 (0.011554571634124393)  --> TIME: 2025-02-19 22:10:40 -- STEP: 651/924 -- GLOBAL_STEP: 59450 | > loss_disc: 2.0452024936676025 (2.216879945196862) | > loss_disc_real_0: 0.1318669468164444 (0.1069933530315185) | > loss_disc_real_1: 0.22861698269844055 (0.19406323004428133) | > loss_disc_real_2: 0.21586249768733978 (0.20164715165641456) | > loss_disc_real_3: 0.19197335839271545 (0.20642986065048602) | > loss_disc_real_4: 0.20417529344558716 (0.2152701624069712) | > loss_disc_real_5: 0.17090189456939697 (0.20099485710194587) | > loss_0: 2.0452024936676025 (2.216879945196862) | > grad_norm_0: tensor(129.5134, device='cuda:0') (tensor(63.3798, device='cuda:0')) | > loss_gen: 2.991380453109741 (2.8032959540318805) | > loss_kl: 2.365884304046631 (2.2746669812136546) | > loss_feat: 9.96627140045166 (8.739902953398385) | > loss_mel: 17.244064331054688 (15.760004585605978) | > loss_duration: 1.6264221668243408 (1.643398468761766) | > amp_scaler: 64.0 (64.0) | > loss_1: 34.19402313232422 (31.221268819407566) | > grad_norm_1: tensor(1023.1668, device='cuda:0') (tensor(1073.7749, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.755 (0.7449554759785879) | > loader_time: 0.0113 (0.011568850269698502)  --> TIME: 2025-02-19 22:11:18 -- STEP: 701/924 -- GLOBAL_STEP: 59500 | > loss_disc: 2.240450620651245 (2.2152289344308724) | > loss_disc_real_0: 0.06253169476985931 (0.10568246387540448) | > loss_disc_real_1: 0.1873597651720047 (0.19413847494312425) | > loss_disc_real_2: 0.21500246226787567 (0.20190230823957636) | > loss_disc_real_3: 0.19467148184776306 (0.20625856461351513) | > loss_disc_real_4: 0.1947317123413086 (0.21531386333338373) | > loss_disc_real_5: 0.1607232391834259 (0.20090272414701305) | > loss_0: 2.240450620651245 (2.2152289344308724) | > grad_norm_0: tensor(14.8010, device='cuda:0') (tensor(62.8945, device='cuda:0')) | > loss_gen: 2.5806801319122314 (2.807081635090155) | > loss_kl: 2.2974939346313477 (2.274894219662426) | > loss_feat: 8.286920547485352 (8.756155188855693) | > loss_mel: 14.119296073913574 (15.76820174365513) | > loss_duration: 1.6008796691894531 (1.643559730682155) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.885271072387695 (31.249892415741883) | > grad_norm_1: tensor(761.0805, device='cuda:0') (tensor(1047.9500, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.7372 (0.7452905130454381) | > loader_time: 0.0151 (0.011592370807359283)  --> TIME: 2025-02-19 22:11:57 -- STEP: 751/924 -- GLOBAL_STEP: 59550 | > loss_disc: 2.259765625 (2.216485497478479) | > loss_disc_real_0: 0.20461969077587128 (0.10652146715368241) | > loss_disc_real_1: 0.16869579255580902 (0.1940288024442332) | > loss_disc_real_2: 0.18189430236816406 (0.20175617151508005) | > loss_disc_real_3: 0.2058408558368683 (0.20636147224950735) | > loss_disc_real_4: 0.2145041674375534 (0.21544892224824222) | > loss_disc_real_5: 0.18362276256084442 (0.2008709824593185) | > loss_0: 2.259765625 (2.216485497478479) | > grad_norm_0: tensor(162.8313, device='cuda:0') (tensor(62.7884, device='cuda:0')) | > loss_gen: 2.903088331222534 (2.803190268467018) | > loss_kl: 2.0615346431732178 (2.2746834020005102) | > loss_feat: 9.638998985290527 (8.747205898701425) | > loss_mel: 16.1287841796875 (15.772133989753165) | > loss_duration: 1.6704939603805542 (1.643376015791404) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.40290069580078 (31.24058947963181) | > grad_norm_1: tensor(549.4365, device='cuda:0') (tensor(1058.7867, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.7394 (0.7462607303091123) | > loader_time: 0.013 (0.011603492871422894)  --> TIME: 2025-02-19 22:12:35 -- STEP: 801/924 -- GLOBAL_STEP: 59600 | > loss_disc: 2.208749294281006 (2.216647865322792) | > loss_disc_real_0: 0.13562938570976257 (0.10689366011928013) | > loss_disc_real_1: 0.18914169073104858 (0.19391980672373751) | > loss_disc_real_2: 0.2026999145746231 (0.20163615725088063) | > loss_disc_real_3: 0.17079630494117737 (0.20615045264939996) | > loss_disc_real_4: 0.1903354823589325 (0.21533436327242525) | > loss_disc_real_5: 0.22992487251758575 (0.20095193246553902) | > loss_0: 2.208749294281006 (2.216647865322792) | > grad_norm_0: tensor(55.9813, device='cuda:0') (tensor(63.2085, device='cuda:0')) | > loss_gen: 2.929029703140259 (2.803590694467973) | > loss_kl: 2.286696195602417 (2.272759900557415) | > loss_feat: 8.71785831451416 (8.741159680184357) | > loss_mel: 15.955763816833496 (15.781303674838368) | > loss_duration: 1.6338908672332764 (1.6434866493560845) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.523239135742188 (31.24230051695482) | > grad_norm_1: tensor(1508.0452, device='cuda:0') (tensor(1072.6266, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.7216 (0.7461596074026925) | > loader_time: 0.018 (0.011631755793139275)  --> TIME: 2025-02-19 22:13:13 -- STEP: 851/924 -- GLOBAL_STEP: 59650 | > loss_disc: 2.333397388458252 (2.218446652421379) | > loss_disc_real_0: 0.11840824037790298 (0.10824547797993056) | > loss_disc_real_1: 0.1803860068321228 (0.1937516498719763) | > loss_disc_real_2: 0.19442519545555115 (0.20153895593067736) | > loss_disc_real_3: 0.23225773870944977 (0.20623618155963) | > loss_disc_real_4: 0.22696246206760406 (0.2153310509952339) | > loss_disc_real_5: 0.2443375140428543 (0.20114779943374858) | > loss_0: 2.333397388458252 (2.218446652421379) | > grad_norm_0: tensor(121.7784, device='cuda:0') (tensor(63.7111, device='cuda:0')) | > loss_gen: 2.7921271324157715 (2.800218609889444) | > loss_kl: 2.122741460800171 (2.2734334750405205) | > loss_feat: 8.570514678955078 (8.733333201021761) | > loss_mel: 14.823138236999512 (15.783343707352492) | > loss_duration: 1.6296632289886475 (1.6432462782193011) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.938186645507812 (31.23357519784069) | > grad_norm_1: tensor(1140.3384, device='cuda:0') (tensor(1074.5531, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.7223 (0.7460038395802092) | > loader_time: 0.0108 (0.011631533345940805)  --> TIME: 2025-02-19 22:13:51 -- STEP: 901/924 -- GLOBAL_STEP: 59700 | > loss_disc: 2.48720645904541 (2.218735888980733) | > loss_disc_real_0: 0.18411384522914886 (0.10914045106102772) | > loss_disc_real_1: 0.20289583504199982 (0.19359848612751995) | > loss_disc_real_2: 0.24541620910167694 (0.20158477388859858) | > loss_disc_real_3: 0.22577323019504547 (0.2061062059411728) | > loss_disc_real_4: 0.24130065739154816 (0.21515111249771288) | > loss_disc_real_5: 0.20748548209667206 (0.20103178319669063) | > loss_0: 2.48720645904541 (2.218735888980733) | > grad_norm_0: tensor(162.0118, device='cuda:0') (tensor(64.7583, device='cuda:0')) | > loss_gen: 2.4363508224487305 (2.801002025075019) | > loss_kl: 2.3294405937194824 (2.2749601308831084) | > loss_feat: 7.451326370239258 (8.742629919147385) | > loss_mel: 14.590669631958008 (15.796307020790701) | > loss_duration: 1.64582359790802 (1.6431375665220116) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.45361328125 (31.258036599704347) | > grad_norm_1: tensor(2122.5564, device='cuda:0') (tensor(1092.5111, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.7471 (0.7458381666062812) | > loader_time: 0.0114 (0.011632466025146072)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5872106552124023 (2.5872106552124023) | > loss_disc_real_0: 0.08694172650575638 (0.08694172650575638) | > loss_disc_real_1: 0.193937286734581 (0.193937286734581) | > loss_disc_real_2: 0.20890071988105774 (0.20890071988105774) | > loss_disc_real_3: 0.16869138181209564 (0.16869138181209564) | > loss_disc_real_4: 0.2305653989315033 (0.2305653989315033) | > loss_disc_real_5: 0.2199716418981552 (0.2199716418981552) | > loss_0: 2.5872106552124023 (2.5872106552124023) | > loss_gen: 1.9335484504699707 (1.9335484504699707) | > loss_kl: 1.9478119611740112 (1.9478119611740112) | > loss_feat: 6.553913116455078 (6.553913116455078) | > loss_mel: 12.369915008544922 (12.369915008544922) | > loss_duration: 1.6945111751556396 (1.6945111751556396) | > loss_1: 24.499698638916016 (24.499698638916016)  --> STEP: 1 | > loss_disc: 2.518334150314331 (2.518334150314331) | > loss_disc_real_0: 0.059970978647470474 (0.059970978647470474) | > loss_disc_real_1: 0.1917114555835724 (0.1917114555835724) | > loss_disc_real_2: 0.1951124519109726 (0.1951124519109726) | > loss_disc_real_3: 0.16730794310569763 (0.16730794310569763) | > loss_disc_real_4: 0.20530244708061218 (0.20530244708061218) | > loss_disc_real_5: 0.24214093387126923 (0.24214093387126923) | > loss_0: 2.518334150314331 (2.518334150314331) | > loss_gen: 2.0677664279937744 (2.0677664279937744) | > loss_kl: 2.132291555404663 (2.132291555404663) | > loss_feat: 7.796045780181885 (7.796045780181885) | > loss_mel: 15.003873825073242 (15.003873825073242) | > loss_duration: 1.7107011079788208 (1.7107011079788208) | > loss_1: 28.710678100585938 (28.710678100585938)  --> STEP: 2 | > loss_disc: 2.5191850662231445 (2.518759608268738) | > loss_disc_real_0: 0.05455492436885834 (0.057262951508164406) | > loss_disc_real_1: 0.19626210629940033 (0.19398678094148636) | > loss_disc_real_2: 0.1938193142414093 (0.19446588307619095) | > loss_disc_real_3: 0.1843588948249817 (0.17583341896533966) | > loss_disc_real_4: 0.20808129012584686 (0.20669186860322952) | > loss_disc_real_5: 0.23913390934467316 (0.2406374216079712) | > loss_0: 2.5191850662231445 (2.518759608268738) | > loss_gen: 2.092884063720703 (2.0803252458572388) | > loss_kl: 2.131131887435913 (2.131711721420288) | > loss_feat: 8.219747543334961 (8.007896661758423) | > loss_mel: 15.643531799316406 (15.323702812194824) | > loss_duration: 1.5843217372894287 (1.6475114226341248) | > loss_1: 29.67161750793457 (29.191147804260254)  --> STEP: 3 | > loss_disc: 2.491527557373047 (2.5096822579701743) | > loss_disc_real_0: 0.08224213123321533 (0.06558934474984805) | > loss_disc_real_1: 0.20258432626724243 (0.19685262938340506) | > loss_disc_real_2: 0.21481925249099731 (0.20125033954779306) | > loss_disc_real_3: 0.18466196954250336 (0.17877626915772757) | > loss_disc_real_4: 0.20776838064193726 (0.20705070594946542) | > loss_disc_real_5: 0.2248828262090683 (0.23538588980833688) | > loss_0: 2.491527557373047 (2.5096822579701743) | > loss_gen: 2.042640209197998 (2.067763566970825) | > loss_kl: 2.04465651512146 (2.1026933193206787) | > loss_feat: 6.292947769165039 (7.436247030893962) | > loss_mel: 12.79172420501709 (14.47970994313558) | > loss_duration: 1.6707792282104492 (1.655267357826233) | > loss_1: 24.842750549316406 (27.741682052612305)  --> STEP: 4 | > loss_disc: 2.5693235397338867 (2.5245925784111023) | > loss_disc_real_0: 0.07542579621076584 (0.0680484576150775) | > loss_disc_real_1: 0.2099946290254593 (0.2001381292939186) | > loss_disc_real_2: 0.20923826098442078 (0.20324731990695) | > loss_disc_real_3: 0.1663619875907898 (0.17567269876599312) | > loss_disc_real_4: 0.21362625062465668 (0.20869459211826324) | > loss_disc_real_5: 0.25979915261268616 (0.2414892055094242) | > loss_0: 2.5693235397338867 (2.5245925784111023) | > loss_gen: 2.0832021236419678 (2.071623206138611) | > loss_kl: 2.0080370903015137 (2.0790292620658875) | > loss_feat: 7.132885932922363 (7.360406756401062) | > loss_mel: 13.730034828186035 (14.292291164398193) | > loss_duration: 1.7738124132156372 (1.684903621673584) | > loss_1: 26.72797203063965 (27.48825454711914)  --> STEP: 5 | > loss_disc: 2.1620774269104004 (2.452089548110962) | > loss_disc_real_0: 0.027236687019467354 (0.05988610349595547) | > loss_disc_real_1: 0.1925787627696991 (0.1986262559890747) | > loss_disc_real_2: 0.2029462605714798 (0.20318710803985596) | > loss_disc_real_3: 0.15958228707313538 (0.17245461642742158) | > loss_disc_real_4: 0.3050013482570648 (0.22795594334602357) | > loss_disc_real_5: 0.1511513590812683 (0.22342163622379302) | > loss_0: 2.1620774269104004 (2.452089548110962) | > loss_gen: 2.6150107383728027 (2.180300712585449) | > loss_kl: 1.8391858339309692 (2.031060576438904) | > loss_feat: 9.472228050231934 (7.782771015167237) | > loss_mel: 16.41728401184082 (14.71728973388672) | > loss_duration: 1.5460259914398193 (1.657128095626831) | > loss_1: 31.88973617553711 (28.368550872802736) --> EVAL PERFORMANCE | > avg_loader_time: 0.15619912147521972 (+0.0016096115112304576) | > avg_loss_disc: 2.452089548110962 (-0.012660026550292969) | > avg_loss_disc_real_0: 0.05988610349595547 (-0.08723968602716922) | > avg_loss_disc_real_1: 0.1986262559890747 (-0.01041653156280517) | > avg_loss_disc_real_2: 0.20318710803985596 (-0.0033436924219131525) | > avg_loss_disc_real_3: 0.17245461642742158 (-0.008445020020008076) | > avg_loss_disc_real_4: 0.22795594334602357 (-0.005573707818984974) | > avg_loss_disc_real_5: 0.22342163622379302 (-0.03373541831970217) | > avg_loss_0: 2.452089548110962 (-0.012660026550292969) | > avg_loss_gen: 2.180300712585449 (-0.14101362228393555) | > avg_loss_kl: 2.031060576438904 (-0.10327031612396231) | > avg_loss_feat: 7.782771015167237 (+0.5202535629272464) | > avg_loss_mel: 14.71728973388672 (+0.7240861892700199) | > avg_loss_duration: 1.657128095626831 (+0.007596826553344815) | > avg_loss_1: 28.368550872802736 (+1.0076534271240263)  > EPOCH: 15/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-19 22:14:16)   --> TIME: 2025-02-19 22:14:38 -- STEP: 27/924 -- GLOBAL_STEP: 59750 | > loss_disc: 2.141115188598633 (2.2119636623947714) | > loss_disc_real_0: 0.06113911047577858 (0.11689866955081622) | > loss_disc_real_1: 0.16311343014240265 (0.1959184397149969) | > loss_disc_real_2: 0.21590842306613922 (0.2003263853214405) | > loss_disc_real_3: 0.20976822078227997 (0.20218015434565367) | > loss_disc_real_4: 0.19480685889720917 (0.21107667353418139) | > loss_disc_real_5: 0.20218726992607117 (0.19925507958288546) | > loss_0: 2.141115188598633 (2.2119636623947714) | > grad_norm_0: tensor(10.2344, device='cuda:0') (tensor(58.4615, device='cuda:0')) | > loss_gen: 2.834197998046875 (2.7775007442191795) | > loss_kl: 2.420605182647705 (2.2398786765557754) | > loss_feat: 8.282574653625488 (8.562808195749922) | > loss_mel: 15.094364166259766 (15.676668555648238) | > loss_duration: 1.691187858581543 (1.6390806789751406) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.32292938232422 (30.895936330159504) | > grad_norm_1: tensor(631.8885, device='cuda:0') (tensor(1310.1223, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.731 (0.7362406518724229) | > loader_time: 0.0134 (0.011115780583134404)  --> TIME: 2025-02-19 22:15:17 -- STEP: 77/924 -- GLOBAL_STEP: 59800 | > loss_disc: 2.0538992881774902 (2.2169902696237935) | > loss_disc_real_0: 0.12201035767793655 (0.10503663833845746) | > loss_disc_real_1: 0.20329368114471436 (0.1964526279019071) | > loss_disc_real_2: 0.18376317620277405 (0.20353154470394183) | > loss_disc_real_3: 0.21672409772872925 (0.20564889830428285) | > loss_disc_real_4: 0.179893359541893 (0.21387980026858194) | > loss_disc_real_5: 0.18955175578594208 (0.2002199361850689) | > loss_0: 2.0538992881774902 (2.2169902696237935) | > grad_norm_0: tensor(56.1547, device='cuda:0') (tensor(59.6905, device='cuda:0')) | > loss_gen: 2.9138901233673096 (2.797586434847349) | > loss_kl: 2.379551649093628 (2.2683781323494845) | > loss_feat: 8.174723625183105 (8.649924761289125) | > loss_mel: 15.536391258239746 (15.691784858703613) | > loss_duration: 1.5863887071609497 (1.6443595994602551) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.5909481048584 (31.052033684470437) | > grad_norm_1: tensor(1679.8699, device='cuda:0') (tensor(1091.3297, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.75 (0.7474379477562844) | > loader_time: 0.0105 (0.011246483047287186)  --> TIME: 2025-02-19 22:15:54 -- STEP: 127/924 -- GLOBAL_STEP: 59850 | > loss_disc: 1.9881798028945923 (2.2097472149556068) | > loss_disc_real_0: 0.06578736007213593 (0.1055512817825858) | > loss_disc_real_1: 0.18455354869365692 (0.1961909177031104) | > loss_disc_real_2: 0.2056189775466919 (0.20158372443961345) | > loss_disc_real_3: 0.2198936641216278 (0.205361566205663) | > loss_disc_real_4: 0.24472273886203766 (0.21429354116672605) | > loss_disc_real_5: 0.19743956625461578 (0.19829273047878987) | > loss_0: 1.9881798028945923 (2.2097472149556068) | > grad_norm_0: tensor(22.2013, device='cuda:0') (tensor(63.3538, device='cuda:0')) | > loss_gen: 3.2438552379608154 (2.805739950945998) | > loss_kl: 2.338507890701294 (2.256711756150553) | > loss_feat: 9.400055885314941 (8.708523198375547) | > loss_mel: 16.671911239624023 (15.718138101532704) | > loss_duration: 1.6621286869049072 (1.6446132031012708) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.31645965576172 (31.13372608995813) | > grad_norm_1: tensor(280.8037, device='cuda:0') (tensor(1073.3188, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.6754 (0.7423653752785031) | > loader_time: 0.0086 (0.01133582911153478)  --> TIME: 2025-02-19 22:16:32 -- STEP: 177/924 -- GLOBAL_STEP: 59900 | > loss_disc: 2.348729372024536 (2.212183411511997) | > loss_disc_real_0: 0.11152250319719315 (0.09950070066303857) | > loss_disc_real_1: 0.27109023928642273 (0.19707323114077255) | > loss_disc_real_2: 0.1917448192834854 (0.20249488065808507) | > loss_disc_real_3: 0.2322736531496048 (0.20724300804447993) | > loss_disc_real_4: 0.2746710777282715 (0.2151572819651857) | > loss_disc_real_5: 0.1928248107433319 (0.2002843563671165) | > loss_0: 2.348729372024536 (2.212183411511997) | > grad_norm_0: tensor(45.0596, device='cuda:0') (tensor(60.4535, device='cuda:0')) | > loss_gen: 2.6891274452209473 (2.8128204520812816) | > loss_kl: 2.318615436553955 (2.262481061078734) | > loss_feat: 7.17862606048584 (8.719117956646421) | > loss_mel: 15.324614524841309 (15.722476695216981) | > loss_duration: 1.6473960876464844 (1.6436841467679557) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.15838050842285 (31.160580306403382) | > grad_norm_1: tensor(882.7601, device='cuda:0') (tensor(968.6537, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.7135 (0.7438052010401494) | > loader_time: 0.0098 (0.011374112576414642)  --> TIME: 2025-02-19 22:17:10 -- STEP: 227/924 -- GLOBAL_STEP: 59950 | > loss_disc: 2.066596746444702 (2.2135936867298) | > loss_disc_real_0: 0.05901377648115158 (0.09980378590425731) | > loss_disc_real_1: 0.181224524974823 (0.19670011234440996) | > loss_disc_real_2: 0.19307973980903625 (0.20280498371250305) | > loss_disc_real_3: 0.19407221674919128 (0.20689724589234407) | > loss_disc_real_4: 0.2251110076904297 (0.2153843815893854) | > loss_disc_real_5: 0.18264508247375488 (0.20063741629869397) | > loss_0: 2.066596746444702 (2.2135936867298) | > grad_norm_0: tensor(14.2613, device='cuda:0') (tensor(58.6230, device='cuda:0')) | > loss_gen: 2.94712233543396 (2.80436904734977) | > loss_kl: 2.200453042984009 (2.2735875340810434) | > loss_feat: 8.537649154663086 (8.685853025461613) | > loss_mel: 13.694748878479004 (15.680712636872011) | > loss_duration: 1.6373178958892822 (1.6436540907175006) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.017290115356445 (31.088176340783747) | > grad_norm_1: tensor(396.3407, device='cuda:0') (tensor(989.0694, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.7514 (0.7445330871884518) | > loader_time: 0.0111 (0.011361360549926761)  --> TIME: 2025-02-19 22:17:48 -- STEP: 277/924 -- GLOBAL_STEP: 60000 | > loss_disc: 2.3802614212036133 (2.2197011683391743) | > loss_disc_real_0: 0.1393865942955017 (0.10398625454693924) | > loss_disc_real_1: 0.17702390253543854 (0.1962546526524995) | > loss_disc_real_2: 0.18602338433265686 (0.20226288982246757) | > loss_disc_real_3: 0.2489567995071411 (0.20704131490056696) | > loss_disc_real_4: 0.26323845982551575 (0.2157891079084107) | > loss_disc_real_5: 0.25684329867362976 (0.20079289495084254) | > loss_0: 2.3802614212036133 (2.2197011683391743) | > grad_norm_0: tensor(45.3757, device='cuda:0') (tensor(59.8850, device='cuda:0')) | > loss_gen: 2.600200891494751 (2.7977616580384734) | > loss_kl: 2.293027639389038 (2.277066771304135) | > loss_feat: 8.027656555175781 (8.68532555542268) | > loss_mel: 16.016450881958008 (15.667396844939635) | > loss_duration: 1.6111302375793457 (1.644745834467643) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.548465728759766 (31.072296652122525) | > grad_norm_1: tensor(1470.7296, device='cuda:0') (tensor(1020.6311, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.7967 (0.7440494871311669) | > loader_time: 0.0122 (0.011379670580371625) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_60000.pth  --> TIME: 2025-02-19 22:18:29 -- STEP: 327/924 -- GLOBAL_STEP: 60050 | > loss_disc: 2.3096561431884766 (2.23016343094887) | > loss_disc_real_0: 0.1221160888671875 (0.10952080354459062) | > loss_disc_real_1: 0.17378248274326324 (0.1959319579491921) | > loss_disc_real_2: 0.18487821519374847 (0.20212032288221773) | > loss_disc_real_3: 0.20357204973697662 (0.20707905976050492) | > loss_disc_real_4: 0.2439485788345337 (0.21615211857021402) | > loss_disc_real_5: 0.2019265592098236 (0.20197946771933753) | > loss_0: 2.3096561431884766 (2.23016343094887) | > grad_norm_0: tensor(88.0082, device='cuda:0') (tensor(61.2018, device='cuda:0')) | > loss_gen: 2.585827350616455 (2.7791504684938206) | > loss_kl: 2.483172655105591 (2.276640218332275) | > loss_feat: 8.534107208251953 (8.633992975275822) | > loss_mel: 16.834049224853516 (15.662681462932435) | > loss_duration: 1.6771490573883057 (1.6433158117696773) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.11430740356445 (30.995780909826998) | > grad_norm_1: tensor(1476.1897, device='cuda:0') (tensor(1112.4845, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.7601 (0.7463477642164315) | > loader_time: 0.0106 (0.01142753300681392)  --> TIME: 2025-02-19 22:19:07 -- STEP: 377/924 -- GLOBAL_STEP: 60100 | > loss_disc: 2.1374258995056152 (2.233181434537749) | > loss_disc_real_0: 0.04909300431609154 (0.11331919323781443) | > loss_disc_real_1: 0.16607262194156647 (0.19573525214859278) | > loss_disc_real_2: 0.18456527590751648 (0.20196111946902795) | > loss_disc_real_3: 0.16045238077640533 (0.20639883297982203) | > loss_disc_real_4: 0.16748246550559998 (0.21560652957196577) | > loss_disc_real_5: 0.14314894378185272 (0.20155072267555108) | > loss_0: 2.1374258995056152 (2.233181434537749) | > grad_norm_0: tensor(63.9950, device='cuda:0') (tensor(65.5035, device='cuda:0')) | > loss_gen: 2.7749671936035156 (2.778598218128598) | > loss_kl: 2.3100223541259766 (2.279347632860948) | > loss_feat: 9.381916999816895 (8.63820455055339) | > loss_mel: 16.010818481445312 (15.677996759389377) | > loss_duration: 1.6465599536895752 (1.643094112133157) | > amp_scaler: 128.0 (67.39522546419096) | > loss_1: 32.12428665161133 (31.01724120223554) | > grad_norm_1: tensor(1134.2098, device='cuda:0') (tensor(1128.5425, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.7489 (0.7462472846084308) | > loader_time: 0.0114 (0.011326779737396656)  --> TIME: 2025-02-19 22:19:46 -- STEP: 427/924 -- GLOBAL_STEP: 60150 | > loss_disc: 2.1802330017089844 (2.2335324005444073) | > loss_disc_real_0: 0.06021159142255783 (0.11282593710675175) | > loss_disc_real_1: 0.1925923079252243 (0.1958070052940337) | > loss_disc_real_2: 0.20668016374111176 (0.20208213071772868) | > loss_disc_real_3: 0.17792737483978271 (0.20645840333412627) | > loss_disc_real_4: 0.19261159002780914 (0.21589368131596254) | > loss_disc_real_5: 0.16550391912460327 (0.2020774835445841) | > loss_0: 2.1802330017089844 (2.2335324005444073) | > grad_norm_0: tensor(27.6056, device='cuda:0') (tensor(65.1684, device='cuda:0')) | > loss_gen: 2.641646146774292 (2.7776592123983046) | > loss_kl: 2.2449822425842285 (2.2822776756465295) | > loss_feat: 8.699892044067383 (8.631789684295669) | > loss_mel: 15.786169052124023 (15.686380658830915) | > loss_duration: 1.6252245903015137 (1.6429274182688152) | > amp_scaler: 128.0 (74.49180327868851) | > loss_1: 30.997913360595703 (31.02103458020391) | > grad_norm_1: tensor(1053.6664, device='cuda:0') (tensor(1168.2827, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.7294 (0.7463408426601934) | > loader_time: 0.0105 (0.011296492270619315)  --> TIME: 2025-02-19 22:20:24 -- STEP: 477/924 -- GLOBAL_STEP: 60200 | > loss_disc: 2.276726722717285 (2.2344620105355504) | > loss_disc_real_0: 0.11721533536911011 (0.11390235425759913) | > loss_disc_real_1: 0.19179639220237732 (0.195359067753176) | > loss_disc_real_2: 0.21174390614032745 (0.20197830847474263) | > loss_disc_real_3: 0.2027595341205597 (0.2062846681169494) | > loss_disc_real_4: 0.19876819849014282 (0.2157231820766781) | > loss_disc_real_5: 0.1540781706571579 (0.2022879570410186) | > loss_0: 2.276726722717285 (2.2344620105355504) | > grad_norm_0: tensor(61.7217, device='cuda:0') (tensor(67.8649, device='cuda:0')) | > loss_gen: 2.705477476119995 (2.7750482234315044) | > loss_kl: 2.2468349933624268 (2.2834421298788783) | > loss_feat: 8.607194900512695 (8.624473839685864) | > loss_mel: 14.842741012573242 (15.694960906070733) | > loss_duration: 1.6000111103057861 (1.6425268959949098) | > amp_scaler: 64.0 (78.62473794549263) | > loss_1: 30.00225830078125 (31.020451947578096) | > grad_norm_1: tensor(1867.7999, device='cuda:0') (tensor(1211.9954, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.7221 (0.7466273562713237) | > loader_time: 0.0104 (0.011331800644752624)  --> TIME: 2025-02-19 22:21:02 -- STEP: 527/924 -- GLOBAL_STEP: 60250 | > loss_disc: 2.3713808059692383 (2.234723447396132) | > loss_disc_real_0: 0.2186848521232605 (0.11557763633256395) | > loss_disc_real_1: 0.17689983546733856 (0.1949416714838831) | > loss_disc_real_2: 0.2144700139760971 (0.2014341913941237) | > loss_disc_real_3: 0.21388764679431915 (0.20615796996474944) | > loss_disc_real_4: 0.21157224476337433 (0.21565093976609848) | > loss_disc_real_5: 0.20654942095279694 (0.20275049604319978) | > loss_0: 2.3713808059692383 (2.234723447396132) | > grad_norm_0: tensor(140.2343, device='cuda:0') (tensor(71.0851, device='cuda:0')) | > loss_gen: 2.691101312637329 (2.776389970725129) | > loss_kl: 2.306349039077759 (2.2820517424161797) | > loss_feat: 8.737025260925293 (8.624973818292212) | > loss_mel: 15.7640380859375 (15.698788208572417) | > loss_duration: 1.6132371425628662 (1.6420483955622165) | > amp_scaler: 64.0 (77.23719165085386) | > loss_1: 31.11174964904785 (31.02425207901725) | > grad_norm_1: tensor(2051.5903, device='cuda:0') (tensor(1271.8772, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.7494 (0.7462260076171757) | > loader_time: 0.011 (0.011325105544059516)  --> TIME: 2025-02-19 22:21:40 -- STEP: 577/924 -- GLOBAL_STEP: 60300 | > loss_disc: 2.171297311782837 (2.2356929417499405) | > loss_disc_real_0: 0.061366524547338486 (0.1158117489175842) | > loss_disc_real_1: 0.18451562523841858 (0.19473716954941148) | > loss_disc_real_2: 0.1883361041545868 (0.20162839412792505) | > loss_disc_real_3: 0.1874515861272812 (0.20606204185576737) | > loss_disc_real_4: 0.20575420558452606 (0.21552079815281952) | > loss_disc_real_5: 0.1744568794965744 (0.20292104527586663) | > loss_0: 2.171297311782837 (2.2356929417499405) | > grad_norm_0: tensor(47.9918, device='cuda:0') (tensor(71.2303, device='cuda:0')) | > loss_gen: 2.7781121730804443 (2.7755053646642978) | > loss_kl: 2.50005841255188 (2.2813609239340256) | > loss_feat: 9.284558296203613 (8.622616391867874) | > loss_mel: 16.096473693847656 (15.69887023410103) | > loss_duration: 1.6198763847351074 (1.641265312968341) | > amp_scaler: 64.0 (76.09012131715767) | > loss_1: 32.27907943725586 (31.019618181463336) | > grad_norm_1: tensor(1631.1550, device='cuda:0') (tensor(1292.5618, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.7629 (0.7464118334408233) | > loader_time: 0.0108 (0.01131571888717044)  --> TIME: 2025-02-19 22:22:18 -- STEP: 627/924 -- GLOBAL_STEP: 60350 | > loss_disc: 2.05997371673584 (2.236206610427137) | > loss_disc_real_0: 0.059743817895650864 (0.11514136541569442) | > loss_disc_real_1: 0.22617162764072418 (0.19486061995774745) | > loss_disc_real_2: 0.23102155327796936 (0.2018369984065897) | > loss_disc_real_3: 0.2448098361492157 (0.20643186303036806) | > loss_disc_real_4: 0.18492498993873596 (0.21569320847067924) | > loss_disc_real_5: 0.1737712025642395 (0.20298984568370015) | > loss_0: 2.05997371673584 (2.236206610427137) | > grad_norm_0: tensor(31.3363, device='cuda:0') (tensor(71.7939, device='cuda:0')) | > loss_gen: 3.033257007598877 (2.777548138604778) | > loss_kl: 2.232753276824951 (2.2822484648779082) | > loss_feat: 9.939996719360352 (8.627152571457616) | > loss_mel: 16.769195556640625 (15.709120799099619) | > loss_duration: 1.6173326969146729 (1.6410727637806575) | > amp_scaler: 64.0 (75.12599681020725) | > loss_1: 33.59253692626953 (31.0371427307859) | > grad_norm_1: tensor(577.0368, device='cuda:0') (tensor(1293.5830, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.743 (0.7468969065226625) | > loader_time: 0.0106 (0.011277585128467821)  --> TIME: 2025-02-19 22:22:56 -- STEP: 677/924 -- GLOBAL_STEP: 60400 | > loss_disc: 2.162581205368042 (2.231884350100506) | > loss_disc_real_0: 0.09308428317308426 (0.11270414475500143) | > loss_disc_real_1: 0.19399453699588776 (0.19485348044857484) | > loss_disc_real_2: 0.20098599791526794 (0.20162227518713458) | > loss_disc_real_3: 0.20299389958381653 (0.20674375870555314) | > loss_disc_real_4: 0.19066178798675537 (0.2156192750575096) | > loss_disc_real_5: 0.2053339034318924 (0.2030498428570115) | > loss_0: 2.162581205368042 (2.231884350100506) | > grad_norm_0: tensor(85.7466, device='cuda:0') (tensor(70.6435, device='cuda:0')) | > loss_gen: 2.7567992210388184 (2.7837519994338464) | > loss_kl: 2.38456130027771 (2.2828591290745854) | > loss_feat: 8.574264526367188 (8.648795287753488) | > loss_mel: 16.181716918945312 (15.712755689240629) | > loss_duration: 1.636468529701233 (1.6407642898038357) | > amp_scaler: 64.0 (74.30428360413579) | > loss_1: 31.533811569213867 (31.06892638157178) | > grad_norm_1: tensor(1295.8655, device='cuda:0') (tensor(1257.4384, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.7633 (0.7467999634397607) | > loader_time: 0.0152 (0.011290430846559429)  --> TIME: 2025-02-19 22:23:35 -- STEP: 727/924 -- GLOBAL_STEP: 60450 | > loss_disc: 2.1055831909179688 (2.228752223136828) | > loss_disc_real_0: 0.09421510994434357 (0.11185153181238057) | > loss_disc_real_1: 0.19203686714172363 (0.1947831681825763) | > loss_disc_real_2: 0.20235015451908112 (0.20157344708990363) | > loss_disc_real_3: 0.24429218471050262 (0.20657336841013263) | > loss_disc_real_4: 0.24216048419475555 (0.21539169224043175) | > loss_disc_real_5: 0.17094461619853973 (0.20273138348018288) | > loss_0: 2.1055831909179688 (2.228752223136828) | > grad_norm_0: tensor(56.0306, device='cuda:0') (tensor(70.7973, device='cuda:0')) | > loss_gen: 3.032193183898926 (2.789593822854421) | > loss_kl: 2.531820058822632 (2.2842928754906264) | > loss_feat: 8.554280281066895 (8.666706823745164) | > loss_mel: 16.008230209350586 (15.723199285536062) | > loss_duration: 1.6747663021087646 (1.6407712961981349) | > amp_scaler: 64.0 (73.59559834938091) | > loss_1: 31.801288604736328 (31.10456410530017) | > grad_norm_1: tensor(1156.1742, device='cuda:0') (tensor(1243.8599, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.7983 (0.7471766852283082) | > loader_time: 0.0112 (0.011299091651318335)  --> TIME: 2025-02-19 22:24:13 -- STEP: 777/924 -- GLOBAL_STEP: 60500 | > loss_disc: 2.333528995513916 (2.2276959110871237) | > loss_disc_real_0: 0.07669718563556671 (0.11097417917567637) | > loss_disc_real_1: 0.20377318561077118 (0.19484163513898536) | > loss_disc_real_2: 0.201909139752388 (0.20177418221761514) | > loss_disc_real_3: 0.2485141009092331 (0.20665305732069775) | > loss_disc_real_4: 0.23272442817687988 (0.2155220765749921) | > loss_disc_real_5: 0.2522849440574646 (0.20268699771303927) | > loss_0: 2.333528995513916 (2.2276959110871237) | > grad_norm_0: tensor(37.3780, device='cuda:0') (tensor(70.1789, device='cuda:0')) | > loss_gen: 2.629619598388672 (2.791183461246957) | > loss_kl: 2.342345714569092 (2.282203566460387) | > loss_feat: 8.13532829284668 (8.675714628423362) | > loss_mel: 15.868043899536133 (15.723830693170063) | > loss_duration: 1.655299425125122 (1.6411554851740635) | > amp_scaler: 64.0 (72.97812097812093) | > loss_1: 30.630638122558594 (31.114087854726588) | > grad_norm_1: tensor(858.1845, device='cuda:0') (tensor(1229.6010, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.7647 (0.7472646322336279) | > loader_time: 0.0147 (0.011310637227356674)  --> TIME: 2025-02-19 22:24:51 -- STEP: 827/924 -- GLOBAL_STEP: 60550 | > loss_disc: 2.2622523307800293 (2.229790454475882) | > loss_disc_real_0: 0.13006965816020966 (0.11251105733909515) | > loss_disc_real_1: 0.16289721429347992 (0.19461192805072267) | > loss_disc_real_2: 0.1946709156036377 (0.20174011642151618) | > loss_disc_real_3: 0.18499231338500977 (0.20661491984467684) | > loss_disc_real_4: 0.19007401168346405 (0.21554467285630788) | > loss_disc_real_5: 0.18873916566371918 (0.20294065678890844) | > loss_0: 2.2622523307800293 (2.229790454475882) | > grad_norm_0: tensor(73.0599, device='cuda:0') (tensor(71.9218, device='cuda:0')) | > loss_gen: 2.5597879886627197 (2.7885778947781765) | > loss_kl: 2.2069621086120605 (2.2794699854833493) | > loss_feat: 8.306803703308105 (8.662363920131083) | > loss_mel: 15.214208602905273 (15.716305905703045) | > loss_duration: 1.6151878833770752 (1.6405028599205154) | > amp_scaler: 64.0 (72.4353083434099) | > loss_1: 29.902950286865234 (31.087220580574968) | > grad_norm_1: tensor(1574.5681, device='cuda:0') (tensor(1252.0967, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.724 (0.7469314842731515) | > loader_time: 0.0097 (0.011291376768894043)  --> TIME: 2025-02-19 22:25:29 -- STEP: 877/924 -- GLOBAL_STEP: 60600 | > loss_disc: 2.245798110961914 (2.230364158868519) | > loss_disc_real_0: 0.21543370187282562 (0.11276993854661624) | > loss_disc_real_1: 0.18327414989471436 (0.19448506974847715) | > loss_disc_real_2: 0.22070813179016113 (0.2017950448573927) | > loss_disc_real_3: 0.1855994313955307 (0.20649862257145682) | > loss_disc_real_4: 0.21232189238071442 (0.2154637140008444) | > loss_disc_real_5: 0.1996590793132782 (0.20286267089361204) | > loss_0: 2.245798110961914 (2.230364158868519) | > grad_norm_0: tensor(101.9101, device='cuda:0') (tensor(71.6789, device='cuda:0')) | > loss_gen: 2.9736785888671875 (2.7861405329666225) | > loss_kl: 2.225231170654297 (2.2798984462614085) | > loss_feat: 8.593698501586914 (8.661997744539596) | > loss_mel: 15.355899810791016 (15.715676815507077) | > loss_duration: 1.6049444675445557 (1.6402028867021252) | > amp_scaler: 64.0 (71.95438996579244) | > loss_1: 30.75345230102539 (31.08391644772537) | > grad_norm_1: tensor(424.5222, device='cuda:0') (tensor(1257.9061, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.7261 (0.7470009764624563) | > loader_time: 0.0104 (0.011284707209675187)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.202782392501831 (2.202782392501831) | > loss_disc_real_0: 0.05706449970602989 (0.05706449970602989) | > loss_disc_real_1: 0.19040840864181519 (0.19040840864181519) | > loss_disc_real_2: 0.21996565163135529 (0.21996565163135529) | > loss_disc_real_3: 0.2297624945640564 (0.2297624945640564) | > loss_disc_real_4: 0.22577740252017975 (0.22577740252017975) | > loss_disc_real_5: 0.21016108989715576 (0.21016108989715576) | > loss_0: 2.202782392501831 (2.202782392501831) | > loss_gen: 2.5421600341796875 (2.5421600341796875) | > loss_kl: 2.2171945571899414 (2.2171945571899414) | > loss_feat: 8.578837394714355 (8.578837394714355) | > loss_mel: 16.132980346679688 (16.132980346679688) | > loss_duration: 1.6820297241210938 (1.6820297241210938) | > loss_1: 31.153202056884766 (31.153202056884766)  --> STEP: 1 | > loss_disc: 2.2644894123077393 (2.2644894123077393) | > loss_disc_real_0: 0.05135057494044304 (0.05135057494044304) | > loss_disc_real_1: 0.21639913320541382 (0.21639913320541382) | > loss_disc_real_2: 0.23760604858398438 (0.23760604858398438) | > loss_disc_real_3: 0.219339057803154 (0.219339057803154) | > loss_disc_real_4: 0.23876908421516418 (0.23876908421516418) | > loss_disc_real_5: 0.21661077439785004 (0.21661077439785004) | > loss_0: 2.2644894123077393 (2.2644894123077393) | > loss_gen: 2.5838241577148438 (2.5838241577148438) | > loss_kl: 2.267242908477783 (2.267242908477783) | > loss_feat: 8.623651504516602 (8.623651504516602) | > loss_mel: 15.60045051574707 (15.60045051574707) | > loss_duration: 1.702650547027588 (1.702650547027588) | > loss_1: 30.77781867980957 (30.77781867980957)  --> STEP: 2 | > loss_disc: 2.3376450538635254 (2.3010672330856323) | > loss_disc_real_0: 0.07131384313106537 (0.061332209035754204) | > loss_disc_real_1: 0.1896425485610962 (0.203020840883255) | > loss_disc_real_2: 0.2089822143316269 (0.22329413145780563) | > loss_disc_real_3: 0.24881379306316376 (0.23407642543315887) | > loss_disc_real_4: 0.23757286369800568 (0.23817097395658493) | > loss_disc_real_5: 0.20898526906967163 (0.21279802173376083) | > loss_0: 2.3376450538635254 (2.3010672330856323) | > loss_gen: 2.3947346210479736 (2.4892793893814087) | > loss_kl: 2.213890314102173 (2.240566611289978) | > loss_feat: 7.726024627685547 (8.174838066101074) | > loss_mel: 13.776103973388672 (14.688277244567871) | > loss_duration: 1.581754207611084 (1.642202377319336) | > loss_1: 27.692508697509766 (29.235163688659668)  --> STEP: 3 | > loss_disc: 2.382223606109619 (2.3281193574269614) | > loss_disc_real_0: 0.06973356008529663 (0.06413265938560168) | > loss_disc_real_1: 0.20576058328151703 (0.20393408834934235) | > loss_disc_real_2: 0.21497035026550293 (0.22051953772703806) | > loss_disc_real_3: 0.24833905696868896 (0.23883063594500223) | > loss_disc_real_4: 0.28057861328125 (0.25230685373147327) | > loss_disc_real_5: 0.23940816521644592 (0.22166806956132254) | > loss_0: 2.382223606109619 (2.3281193574269614) | > loss_gen: 2.37070894241333 (2.449755907058716) | > loss_kl: 2.001955270767212 (2.161029497782389) | > loss_feat: 7.5293402671813965 (7.959672133127849) | > loss_mel: 14.854087829589844 (14.743547439575195) | > loss_duration: 1.653332233428955 (1.6459123293558757) | > loss_1: 28.409423828125 (28.959917068481445)  --> STEP: 4 | > loss_disc: 2.369966983795166 (2.3385812640190125) | > loss_disc_real_0: 0.07436708360910416 (0.0666912654414773) | > loss_disc_real_1: 0.2010989785194397 (0.20322531089186668) | > loss_disc_real_2: 0.2176019698381424 (0.21979014575481415) | > loss_disc_real_3: 0.23837366700172424 (0.23871639370918274) | > loss_disc_real_4: 0.24496471881866455 (0.2504713200032711) | > loss_disc_real_5: 0.24007022380828857 (0.22626860812306404) | > loss_0: 2.369966983795166 (2.3385812640190125) | > loss_gen: 2.362602710723877 (2.427967607975006) | > loss_kl: 2.115105390548706 (2.1495484709739685) | > loss_feat: 6.713527679443359 (7.648136019706726) | > loss_mel: 13.729479789733887 (14.490030527114868) | > loss_duration: 1.7720469236373901 (1.6774459779262543) | > loss_1: 26.69276237487793 (28.393128395080566)  --> STEP: 5 | > loss_disc: 2.1372690200805664 (2.2983188152313234) | > loss_disc_real_0: 0.08283445984125137 (0.06991990432143211) | > loss_disc_real_1: 0.1917991042137146 (0.20094006955623628) | > loss_disc_real_2: 0.15114496648311615 (0.20606110990047455) | > loss_disc_real_3: 0.2538544535636902 (0.24174400568008422) | > loss_disc_real_4: 0.22462685406208038 (0.24530242681503295) | > loss_disc_real_5: 0.29843729734420776 (0.24070234596729279) | > loss_0: 2.1372690200805664 (2.2983188152313234) | > loss_gen: 2.662709951400757 (2.4749160766601563) | > loss_kl: 2.2934210300445557 (2.178322982788086) | > loss_feat: 8.766131401062012 (7.871735095977783) | > loss_mel: 14.494287490844727 (14.49088191986084) | > loss_duration: 1.520988941192627 (1.6461545705795289) | > loss_1: 29.737539291381836 (28.66201057434082) --> EVAL PERFORMANCE | > avg_loader_time: 0.16705803871154784 (+0.01085891723632812) | > avg_loss_disc: 2.2983188152313234 (-0.1537707328796385) | > avg_loss_disc_real_0: 0.06991990432143211 (+0.010033800825476641) | > avg_loss_disc_real_1: 0.20094006955623628 (+0.0023138135671615656) | > avg_loss_disc_real_2: 0.20606110990047455 (+0.0028740018606185913) | > avg_loss_disc_real_3: 0.24174400568008422 (+0.06928938925266265) | > avg_loss_disc_real_4: 0.24530242681503295 (+0.017346483469009383) | > avg_loss_disc_real_5: 0.24070234596729279 (+0.017280709743499767) | > avg_loss_0: 2.2983188152313234 (-0.1537707328796385) | > avg_loss_gen: 2.4749160766601563 (+0.2946153640747071) | > avg_loss_kl: 2.178322982788086 (+0.1472624063491823) | > avg_loss_feat: 7.871735095977783 (+0.08896408081054652) | > avg_loss_mel: 14.49088191986084 (-0.22640781402587962) | > avg_loss_duration: 1.6461545705795289 (-0.010973525047302202) | > avg_loss_1: 28.66201057434082 (+0.2934597015380831)  > EPOCH: 16/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-19 22:26:13)   --> TIME: 2025-02-19 22:26:17 -- STEP: 3/924 -- GLOBAL_STEP: 60650 | > loss_disc: 2.1427524089813232 (2.114837328592936) | > loss_disc_real_0: 0.0811784639954567 (0.07871373494466145) | > loss_disc_real_1: 0.19246971607208252 (0.18948065241177878) | > loss_disc_real_2: 0.1947069764137268 (0.20261332392692566) | > loss_disc_real_3: 0.18600064516067505 (0.21242485443751016) | > loss_disc_real_4: 0.1807960569858551 (0.202436625957489) | > loss_disc_real_5: 0.23382264375686646 (0.22370638449986777) | > loss_0: 2.1427524089813232 (2.114837328592936) | > grad_norm_0: tensor(76.7843, device='cuda:0') (tensor(69.7081, device='cuda:0')) | > loss_gen: 2.85349702835083 (2.902623256047567) | > loss_kl: 2.343015670776367 (2.326594909032186) | > loss_feat: 9.478960037231445 (9.29666010538737) | > loss_mel: 16.652366638183594 (16.53359889984131) | > loss_duration: 1.6071929931640625 (1.627183238665263) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.93503189086914 (32.68666013081869) | > grad_norm_1: tensor(1528.8065, device='cuda:0') (tensor(1672.8300, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.716 (0.7409906387329102) | > loader_time: 0.0094 (0.011207898457845053)  --> TIME: 2025-02-19 22:26:55 -- STEP: 53/924 -- GLOBAL_STEP: 60700 | > loss_disc: 2.167083501815796 (2.2349423417505228) | > loss_disc_real_0: 0.1441534459590912 (0.11104927907856006) | > loss_disc_real_1: 0.17960533499717712 (0.19418331558974283) | > loss_disc_real_2: 0.2016317993402481 (0.20100105596038528) | > loss_disc_real_3: 0.22631794214248657 (0.20874144755444438) | > loss_disc_real_4: 0.2278948873281479 (0.2155324026661099) | > loss_disc_real_5: 0.23597946763038635 (0.20534287842939486) | > loss_0: 2.167083501815796 (2.2349423417505228) | > grad_norm_0: tensor(66.5223, device='cuda:0') (tensor(77.7347, device='cuda:0')) | > loss_gen: 2.963578224182129 (2.7825172937141276) | > loss_kl: 2.2854883670806885 (2.2606097347331504) | > loss_feat: 8.524227142333984 (8.717243428500188) | > loss_mel: 15.577415466308594 (15.839482703298893) | > loss_duration: 1.6598289012908936 (1.6397462520959243) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.010536193847656 (31.239599443831533) | > grad_norm_1: tensor(1323.3239, device='cuda:0') (tensor(1583.8778, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.7586 (0.7441358611268816) | > loader_time: 0.0144 (0.011466588614121923)  --> TIME: 2025-02-19 22:27:33 -- STEP: 103/924 -- GLOBAL_STEP: 60750 | > loss_disc: 2.3319947719573975 (2.2301066581485327) | > loss_disc_real_0: 0.18977651000022888 (0.11694726300905052) | > loss_disc_real_1: 0.17531158030033112 (0.1916648511169026) | > loss_disc_real_2: 0.20920494198799133 (0.19966370417076407) | > loss_disc_real_3: 0.206401064991951 (0.20759511702847713) | > loss_disc_real_4: 0.24478985369205475 (0.21519754335139563) | > loss_disc_real_5: 0.21835453808307648 (0.20600781090629908) | > loss_0: 2.3319947719573975 (2.2301066581485327) | > grad_norm_0: tensor(123.6625, device='cuda:0') (tensor(88.8889, device='cuda:0')) | > loss_gen: 2.529620409011841 (2.779105899403396) | > loss_kl: 2.2423524856567383 (2.247249430823095) | > loss_feat: 7.638251781463623 (8.717953455100938) | > loss_mel: 15.112281799316406 (15.792459024966341) | > loss_duration: 1.6427178382873535 (1.638343271699924) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.165224075317383 (31.175111159537604) | > grad_norm_1: tensor(1505.2969, device='cuda:0') (tensor(1697.2347, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.7699 (0.7439625934489722) | > loader_time: 0.0115 (0.011635706262681086)  --> TIME: 2025-02-19 22:28:11 -- STEP: 153/924 -- GLOBAL_STEP: 60800 | > loss_disc: 2.2601158618927 (2.231803933779398) | > loss_disc_real_0: 0.08344973623752594 (0.12042777919593979) | > loss_disc_real_1: 0.1986730396747589 (0.19094694634668183) | > loss_disc_real_2: 0.20245149731636047 (0.19958913355481395) | > loss_disc_real_3: 0.18828487396240234 (0.20568953707716822) | > loss_disc_real_4: 0.21697980165481567 (0.2137352913812874) | > loss_disc_real_5: 0.226933553814888 (0.20591264963150022) | > loss_0: 2.2601158618927 (2.231803933779398) | > grad_norm_0: tensor(150.3545, device='cuda:0') (tensor(94.1811, device='cuda:0')) | > loss_gen: 2.849092960357666 (2.771556795032974) | > loss_kl: 2.237577438354492 (2.2536715767742) | > loss_feat: 8.417014122009277 (8.695740528356016) | > loss_mel: 15.480584144592285 (15.760522705277586) | > loss_duration: 1.6352920532226562 (1.6403356681462204) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.61956024169922 (31.12182723151313) | > grad_norm_1: tensor(1879.4274, device='cuda:0') (tensor(1712.8163, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.7819 (0.7418096455094083) | > loader_time: 0.015 (0.011570497275957093)  --> TIME: 2025-02-19 22:28:49 -- STEP: 203/924 -- GLOBAL_STEP: 60850 | > loss_disc: 2.2038512229919434 (2.2395854554152836) | > loss_disc_real_0: 0.10468262434005737 (0.12276837042546625) | > loss_disc_real_1: 0.19782648980617523 (0.19187936568495084) | > loss_disc_real_2: 0.17927691340446472 (0.20029511218294135) | > loss_disc_real_3: 0.20815390348434448 (0.20608431702764163) | > loss_disc_real_4: 0.20104093849658966 (0.21475860836177035) | > loss_disc_real_5: 0.1840948760509491 (0.20532685254007724) | > loss_0: 2.2038512229919434 (2.2395854554152836) | > grad_norm_0: tensor(116.4994, device='cuda:0') (tensor(96.3900, device='cuda:0')) | > loss_gen: 2.669135570526123 (2.760081971220195) | > loss_kl: 2.3487648963928223 (2.2559767667883146) | > loss_feat: 8.714652061462402 (8.650374908165396) | > loss_mel: 16.1189022064209 (15.754168731238455) | > loss_duration: 1.6497206687927246 (1.6388613860595402) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.501176834106445 (31.059463688892684) | > grad_norm_1: tensor(2445.5244, device='cuda:0') (tensor(1704.6177, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.7673 (0.7424269391985365) | > loader_time: 0.0147 (0.011646682992944574)  --> TIME: 2025-02-19 22:29:26 -- STEP: 253/924 -- GLOBAL_STEP: 60900 | > loss_disc: 2.2101573944091797 (2.232827499449959) | > loss_disc_real_0: 0.05160830169916153 (0.11701878460617404) | > loss_disc_real_1: 0.24130204319953918 (0.19251880903724622) | > loss_disc_real_2: 0.19723184406757355 (0.20127248569675113) | > loss_disc_real_3: 0.2060604989528656 (0.2061554066277304) | > loss_disc_real_4: 0.23490867018699646 (0.21461425109107504) | > loss_disc_real_5: 0.16766543686389923 (0.2043167097648613) | > loss_0: 2.2101573944091797 (2.232827499449959) | > grad_norm_0: tensor(29.5019, device='cuda:0') (tensor(89.6489, device='cuda:0')) | > loss_gen: 2.790114164352417 (2.7751768342119902) | > loss_kl: 2.07881498336792 (2.2609530291538475) | > loss_feat: 8.99765396118164 (8.687098987488879) | > loss_mel: 16.00681495666504 (15.763906810594642) | > loss_duration: 1.676700234413147 (1.6407310166377795) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.550098419189453 (31.12786658667764) | > grad_norm_1: tensor(729.2472, device='cuda:0') (tensor(1551.5040, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.7625 (0.7422670818600261) | > loader_time: 0.0132 (0.011599480399029997)  --> TIME: 2025-02-19 22:30:05 -- STEP: 303/924 -- GLOBAL_STEP: 60950 | > loss_disc: 2.2412874698638916 (2.233403065810502) | > loss_disc_real_0: 0.05263182148337364 (0.11392214937326145) | > loss_disc_real_1: 0.2134643793106079 (0.19379094592218737) | > loss_disc_real_2: 0.2166489213705063 (0.20130171088298945) | > loss_disc_real_3: 0.1999390423297882 (0.20714317926085826) | > loss_disc_real_4: 0.21117456257343292 (0.21498564387312025) | > loss_disc_real_5: 0.20434510707855225 (0.20440947242302462) | > loss_0: 2.2412874698638916 (2.233403065810502) | > grad_norm_0: tensor(122.4567, device='cuda:0') (tensor(86.7235, device='cuda:0')) | > loss_gen: 2.726461410522461 (2.7833477325565354) | > loss_kl: 2.017665147781372 (2.2608144751476376) | > loss_feat: 8.99932861328125 (8.69426703059634) | > loss_mel: 16.84787368774414 (15.77838156797705) | > loss_duration: 1.6211832761764526 (1.6412929941718726) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.2125129699707 (31.158103722550294) | > grad_norm_1: tensor(1311.6888, device='cuda:0') (tensor(1441.7028, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.7178 (0.7441137734026012) | > loader_time: 0.011 (0.011539135829056841)  --> TIME: 2025-02-19 22:30:43 -- STEP: 353/924 -- GLOBAL_STEP: 61000 | > loss_disc: 2.2400078773498535 (2.2340520826345114) | > loss_disc_real_0: 0.05620814859867096 (0.11416976969615258) | > loss_disc_real_1: 0.22067764401435852 (0.19371365551063752) | > loss_disc_real_2: 0.22950708866119385 (0.20146563910897664) | > loss_disc_real_3: 0.2297143042087555 (0.20702589064752083) | > loss_disc_real_4: 0.20399902760982513 (0.2145702555226874) | > loss_disc_real_5: 0.17578572034835815 (0.20426178269784773) | > loss_0: 2.2400078773498535 (2.2340520826345114) | > grad_norm_0: tensor(45.7992, device='cuda:0') (tensor(85.4129, device='cuda:0')) | > loss_gen: 2.6498851776123047 (2.7766197011423515) | > loss_kl: 2.1986916065216064 (2.2666837010775343) | > loss_feat: 8.760522842407227 (8.68261139386099) | > loss_mel: 15.759233474731445 (15.786170189508972) | > loss_duration: 1.606407642364502 (1.6415013814445258) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.974740982055664 (31.153586325496857) | > grad_norm_1: tensor(1276.2988, device='cuda:0') (tensor(1434.3297, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.7267 (0.7455512774902432) | > loader_time: 0.0105 (0.011509551542676542) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_61000.pth  --> TIME: 2025-02-19 22:31:24 -- STEP: 403/924 -- GLOBAL_STEP: 61050 | > loss_disc: 2.2317662239074707 (2.233269699749815) | > loss_disc_real_0: 0.113739974796772 (0.11433877395673958) | > loss_disc_real_1: 0.17859739065170288 (0.19343471484577676) | > loss_disc_real_2: 0.22151973843574524 (0.201173403829558) | > loss_disc_real_3: 0.23930884897708893 (0.20707115102050921) | > loss_disc_real_4: 0.21904340386390686 (0.21523094876084667) | > loss_disc_real_5: 0.19319982826709747 (0.20421429174413744) | > loss_0: 2.2317662239074707 (2.233269699749815) | > grad_norm_0: tensor(65.2111, device='cuda:0') (tensor(85.3652, device='cuda:0')) | > loss_gen: 2.715252637863159 (2.776933335193037) | > loss_kl: 2.2606093883514404 (2.2714327408125623) | > loss_feat: 7.6546783447265625 (8.680426292324778) | > loss_mel: 13.705044746398926 (15.771856184928648) | > loss_duration: 1.643648624420166 (1.641562714174427) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.979232788085938 (31.142211251459997) | > grad_norm_1: tensor(1044.9869, device='cuda:0') (tensor(1398.8705, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.716 (0.745285034771297) | > loader_time: 0.0101 (0.011496930205200801)  --> TIME: 2025-02-19 22:32:02 -- STEP: 453/924 -- GLOBAL_STEP: 61100 | > loss_disc: 2.2865512371063232 (2.2326578730778963) | > loss_disc_real_0: 0.16888611018657684 (0.11504717887467633) | > loss_disc_real_1: 0.20117345452308655 (0.1931426939420878) | > loss_disc_real_2: 0.19208569824695587 (0.20114519297418743) | > loss_disc_real_3: 0.22461426258087158 (0.20678385253378892) | > loss_disc_real_4: 0.19797450304031372 (0.2151296734480931) | > loss_disc_real_5: 0.24386249482631683 (0.2041776806576625) | > loss_0: 2.2865512371063232 (2.2326578730778963) | > grad_norm_0: tensor(105.4244, device='cuda:0') (tensor(85.6479, device='cuda:0')) | > loss_gen: 2.7318735122680664 (2.7781128809678366) | > loss_kl: 2.297502279281616 (2.2678044352836713) | > loss_feat: 7.912051677703857 (8.676693427904818) | > loss_mel: 14.065125465393066 (15.764594450691678) | > loss_duration: 1.6508901119232178 (1.6414358568507315) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.65744400024414 (31.128641044330386) | > grad_norm_1: tensor(496.6088, device='cuda:0') (tensor(1376.3348, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.7675 (0.7448969166273577) | > loader_time: 0.0109 (0.011484092960820818)  --> TIME: 2025-02-19 22:32:40 -- STEP: 503/924 -- GLOBAL_STEP: 61150 | > loss_disc: 2.1521246433258057 (2.2320568028311594) | > loss_disc_real_0: 0.13233324885368347 (0.11408701627913337) | > loss_disc_real_1: 0.1790195256471634 (0.19326239334008322) | > loss_disc_real_2: 0.20377707481384277 (0.20120087929558803) | > loss_disc_real_3: 0.18471896648406982 (0.20662925870826188) | > loss_disc_real_4: 0.2233038693666458 (0.2151486815266296) | > loss_disc_real_5: 0.23519091308116913 (0.204518885871999) | > loss_0: 2.1521246433258057 (2.2320568028311594) | > grad_norm_0: tensor(21.1130, device='cuda:0') (tensor(83.2392, device='cuda:0')) | > loss_gen: 2.7595040798187256 (2.778017890619236) | > loss_kl: 2.263705253601074 (2.2648866394642115) | > loss_feat: 9.281237602233887 (8.669283919021579) | > loss_mel: 16.74019432067871 (15.769079834045046) | > loss_duration: 1.6311230659484863 (1.6415253816020654) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.67576599121094 (31.12279367541698) | > grad_norm_1: tensor(831.2939, device='cuda:0') (tensor(1340.8595, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.7478 (0.7448622900733418) | > loader_time: 0.011 (0.011465002480842484)  --> TIME: 2025-02-19 22:33:18 -- STEP: 553/924 -- GLOBAL_STEP: 61200 | > loss_disc: 2.2594780921936035 (2.231934922513219) | > loss_disc_real_0: 0.06748455762863159 (0.11261892399563711) | > loss_disc_real_1: 0.23157188296318054 (0.1936665243497808) | > loss_disc_real_2: 0.21448040008544922 (0.20149346477407654) | > loss_disc_real_3: 0.23683884739875793 (0.20680265201366843) | > loss_disc_real_4: 0.24728728830814362 (0.21518543521599134) | > loss_disc_real_5: 0.24068941175937653 (0.20462839348514514) | > loss_0: 2.2594780921936035 (2.231934922513219) | > grad_norm_0: tensor(26.0076, device='cuda:0') (tensor(80.6861, device='cuda:0')) | > loss_gen: 2.8862335681915283 (2.7803350999601064) | > loss_kl: 2.3409628868103027 (2.2639137254270048) | > loss_feat: 8.504401206970215 (8.66818523234528) | > loss_mel: 15.13381290435791 (15.74714602527308) | > loss_duration: 1.611386775970459 (1.6418542657148556) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.476797103881836 (31.10143436618136) | > grad_norm_1: tensor(777.6519, device='cuda:0') (tensor(1300.2343, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.7306 (0.745532212593672) | > loader_time: 0.0109 (0.0114323351309916)  --> TIME: 2025-02-19 22:33:56 -- STEP: 603/924 -- GLOBAL_STEP: 61250 | > loss_disc: 2.012650966644287 (2.2294132068975645) | > loss_disc_real_0: 0.08006955683231354 (0.1113984882955132) | > loss_disc_real_1: 0.19281889498233795 (0.19384926665036825) | > loss_disc_real_2: 0.20821630954742432 (0.20175199813609493) | > loss_disc_real_3: 0.18025657534599304 (0.20655122913333715) | > loss_disc_real_4: 0.2240225225687027 (0.21498928783742546) | > loss_disc_real_5: 0.18557414412498474 (0.20439820470995754) | > loss_0: 2.012650966644287 (2.2294132068975645) | > grad_norm_0: tensor(33.4058, device='cuda:0') (tensor(78.8480, device='cuda:0')) | > loss_gen: 3.0679972171783447 (2.78351874651996) | > loss_kl: 2.261212110519409 (2.2606560181622495) | > loss_feat: 9.649937629699707 (8.67472147743896) | > loss_mel: 16.560283660888672 (15.741921723778567) | > loss_duration: 1.6007413864135742 (1.6415077062388554) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.14017105102539 (31.102325695664135) | > grad_norm_1: tensor(505.1628, device='cuda:0') (tensor(1282.4117, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.7159 (0.7453419209317386) | > loader_time: 0.0139 (0.011428043814638555)  --> TIME: 2025-02-19 22:34:34 -- STEP: 653/924 -- GLOBAL_STEP: 61300 | > loss_disc: 2.35542368888855 (2.230957194455367) | > loss_disc_real_0: 0.11843641847372055 (0.11151256579420833) | > loss_disc_real_1: 0.19294562935829163 (0.1939852689186062) | > loss_disc_real_2: 0.1982671171426773 (0.2017597856419375) | > loss_disc_real_3: 0.187014639377594 (0.20681477035716708) | > loss_disc_real_4: 0.2128247767686844 (0.21516764396730279) | > loss_disc_real_5: 0.22879241406917572 (0.20433133466320408) | > loss_0: 2.35542368888855 (2.230957194455367) | > grad_norm_0: tensor(32.4332, device='cuda:0') (tensor(77.8273, device='cuda:0')) | > loss_gen: 2.388777017593384 (2.7833256805472497) | > loss_kl: 2.118037462234497 (2.2592271281603122) | > loss_feat: 6.782845497131348 (8.677015918684962) | > loss_mel: 12.904123306274414 (15.736973165187864) | > loss_duration: 1.6744685173034668 (1.6408669815311747) | > amp_scaler: 64.0 (64.0) | > loss_1: 25.86825180053711 (31.09740889930433) | > grad_norm_1: tensor(1162.0145, device='cuda:0') (tensor(1262.8992, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.7472 (0.7456578273685567) | > loader_time: 0.0136 (0.011395546050020598)  --> TIME: 2025-02-19 22:35:12 -- STEP: 703/924 -- GLOBAL_STEP: 61350 | > loss_disc: 2.17582106590271 (2.23127183941316) | > loss_disc_real_0: 0.0683799460530281 (0.11166491634497262) | > loss_disc_real_1: 0.21609514951705933 (0.194240347133846) | > loss_disc_real_2: 0.2104043811559677 (0.2020280077353989) | > loss_disc_real_3: 0.23727330565452576 (0.20670402982665675) | > loss_disc_real_4: 0.21039120852947235 (0.21512080699332578) | > loss_disc_real_5: 0.2197996973991394 (0.20426356716142433) | > loss_0: 2.17582106590271 (2.23127183941316) | > grad_norm_0: tensor(89.7103, device='cuda:0') (tensor(77.7653, device='cuda:0')) | > loss_gen: 2.9264512062072754 (2.783446494071274) | > loss_kl: 2.362783908843994 (2.2580226213799786) | > loss_feat: 8.855637550354004 (8.67244508358019) | > loss_mel: 15.055157661437988 (15.732908018283112) | > loss_duration: 1.6375826597213745 (1.6408515178292433) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.83761215209961 (31.08767375701861) | > grad_norm_1: tensor(1220.3621, device='cuda:0') (tensor(1255.9750, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.7399 (0.7456421906374936) | > loader_time: 0.0101 (0.01136947526022855)  --> TIME: 2025-02-19 22:35:51 -- STEP: 753/924 -- GLOBAL_STEP: 61400 | > loss_disc: 2.250241994857788 (2.230378189251558) | > loss_disc_real_0: 0.2591848373413086 (0.11160442729791005) | > loss_disc_real_1: 0.1812342405319214 (0.1940348942579817) | > loss_disc_real_2: 0.2048519402742386 (0.20197770614943814) | > loss_disc_real_3: 0.20264177024364471 (0.20670336116832574) | > loss_disc_real_4: 0.21020951867103577 (0.21511230446586255) | > loss_disc_real_5: 0.20050665736198425 (0.2039728032284048) | > loss_0: 2.250241994857788 (2.230378189251558) | > grad_norm_0: tensor(161.5076, device='cuda:0') (tensor(77.3651, device='cuda:0')) | > loss_gen: 3.1007914543151855 (2.7850661619725896) | > loss_kl: 2.2658815383911133 (2.256672801566158) | > loss_feat: 8.790410995483398 (8.686897447543005) | > loss_mel: 14.933444023132324 (15.752845771759155) | > loss_duration: 1.653106451034546 (1.6407368561502782) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.743635177612305 (31.12221908822636) | > grad_norm_1: tensor(798.9299, device='cuda:0') (tensor(1247.8848, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.7173 (0.7461182380894108) | > loader_time: 0.0103 (0.011382903710779437)  --> TIME: 2025-02-19 22:36:29 -- STEP: 803/924 -- GLOBAL_STEP: 61450 | > loss_disc: 2.1743578910827637 (2.229763206182648) | > loss_disc_real_0: 0.13008137047290802 (0.11116728573054038) | > loss_disc_real_1: 0.20805297791957855 (0.19394095025836003) | > loss_disc_real_2: 0.17613643407821655 (0.20184412457577763) | > loss_disc_real_3: 0.19493494927883148 (0.20675113453885843) | > loss_disc_real_4: 0.16516231000423431 (0.21517940494666807) | > loss_disc_real_5: 0.21055838465690613 (0.20388912386347904) | > loss_0: 2.1743578910827637 (2.229763206182648) | > grad_norm_0: tensor(44.9143, device='cuda:0') (tensor(77.1183, device='cuda:0')) | > loss_gen: 2.9983136653900146 (2.7870722069389906) | > loss_kl: 2.422273635864258 (2.2581937042891917) | > loss_feat: 8.782258987426758 (8.692269492119662) | > loss_mel: 15.85405445098877 (15.740273146670901) | > loss_duration: 1.667190432548523 (1.6410787488573955) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.724090576171875 (31.11888735380446) | > grad_norm_1: tensor(635.7443, device='cuda:0') (tensor(1221.4703, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.7638 (0.7461133932562575) | > loader_time: 0.0113 (0.011363072531903216)  --> TIME: 2025-02-19 22:37:07 -- STEP: 853/924 -- GLOBAL_STEP: 61500 | > loss_disc: 2.4179208278656006 (2.229963598329605) | > loss_disc_real_0: 0.056649766862392426 (0.11075260169620671) | > loss_disc_real_1: 0.20239610970020294 (0.19405456475153612) | > loss_disc_real_2: 0.20845569670200348 (0.20195492742209753) | > loss_disc_real_3: 0.17231857776641846 (0.206750572618678) | > loss_disc_real_4: 0.2188587337732315 (0.21529074491887132) | > loss_disc_real_5: 0.19179277122020721 (0.20391657904821145) | > loss_0: 2.4179208278656006 (2.229963598329605) | > grad_norm_0: tensor(74.4737, device='cuda:0') (tensor(76.2127, device='cuda:0')) | > loss_gen: 2.392397880554199 (2.78663632347044) | > loss_kl: 2.4089860916137695 (2.2619704794911693) | > loss_feat: 8.090550422668457 (8.690284783228051) | > loss_mel: 15.366618156433105 (15.739003211644162) | > loss_duration: 1.66457998752594 (1.6411279653748196) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.923131942749023 (31.1190228076501) | > grad_norm_1: tensor(1628.7931, device='cuda:0') (tensor(1222.1482, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.762 (0.7460008019719007) | > loader_time: 0.0105 (0.011357337900231057)  --> TIME: 2025-02-19 22:37:45 -- STEP: 903/924 -- GLOBAL_STEP: 61550 | > loss_disc: 1.9804662466049194 (2.227682837088111) | > loss_disc_real_0: 0.08594729751348495 (0.10990355976940785) | > loss_disc_real_1: 0.17311999201774597 (0.1939933802911873) | > loss_disc_real_2: 0.18154758214950562 (0.20170531757712232) | > loss_disc_real_3: 0.19368833303451538 (0.20657995224395073) | > loss_disc_real_4: 0.2399776428937912 (0.21531002239993507) | > loss_disc_real_5: 0.19733428955078125 (0.2038751614516227) | > loss_0: 1.9804662466049194 (2.227682837088111) | > grad_norm_0: tensor(74.8903, device='cuda:0') (tensor(75.5971, device='cuda:0')) | > loss_gen: 3.323345422744751 (2.78999358448607) | > loss_kl: 2.427293300628662 (2.2639251668851914) | > loss_feat: 10.595296859741211 (8.701316056721495) | > loss_mel: 17.744102478027344 (15.747729679542786) | > loss_duration: 1.6422233581542969 (1.6412011128855433) | > amp_scaler: 64.0 (64.0) | > loss_1: 35.732261657714844 (31.144165651610788) | > grad_norm_1: tensor(510.6500, device='cuda:0') (tensor(1201.0171, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.7899 (0.7461812799819152) | > loader_time: 0.0111 (0.011346542690019402)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.256441354751587 (2.256441354751587) | > loss_disc_real_0: 0.10552865266799927 (0.10552865266799927) | > loss_disc_real_1: 0.2178908735513687 (0.2178908735513687) | > loss_disc_real_2: 0.20352962613105774 (0.20352962613105774) | > loss_disc_real_3: 0.19035395979881287 (0.19035395979881287) | > loss_disc_real_4: 0.1987808793783188 (0.1987808793783188) | > loss_disc_real_5: 0.16816231608390808 (0.16816231608390808) | > loss_0: 2.256441354751587 (2.256441354751587) | > loss_gen: 2.3627543449401855 (2.3627543449401855) | > loss_kl: 2.1365082263946533 (2.1365082263946533) | > loss_feat: 7.953217506408691 (7.953217506408691) | > loss_mel: 14.863630294799805 (14.863630294799805) | > loss_duration: 1.713813066482544 (1.713813066482544) | > loss_1: 29.029924392700195 (29.029924392700195)  --> STEP: 1 | > loss_disc: 2.299367904663086 (2.299367904663086) | > loss_disc_real_0: 0.10736798495054245 (0.10736798495054245) | > loss_disc_real_1: 0.22010409832000732 (0.22010409832000732) | > loss_disc_real_2: 0.23356927931308746 (0.23356927931308746) | > loss_disc_real_3: 0.19154590368270874 (0.19154590368270874) | > loss_disc_real_4: 0.20531310141086578 (0.20531310141086578) | > loss_disc_real_5: 0.19783154129981995 (0.19783154129981995) | > loss_0: 2.299367904663086 (2.299367904663086) | > loss_gen: 2.356005907058716 (2.356005907058716) | > loss_kl: 2.185929298400879 (2.185929298400879) | > loss_feat: 7.9837727546691895 (7.9837727546691895) | > loss_mel: 15.11307144165039 (15.11307144165039) | > loss_duration: 1.7108454704284668 (1.7108454704284668) | > loss_1: 29.349626541137695 (29.349626541137695)  --> STEP: 2 | > loss_disc: 2.1925771236419678 (2.245972514152527) | > loss_disc_real_0: 0.1104232519865036 (0.10889561846852303) | > loss_disc_real_1: 0.20124411582946777 (0.21067410707473755) | > loss_disc_real_2: 0.2215905487537384 (0.22757991403341293) | > loss_disc_real_3: 0.18730875849723816 (0.18942733108997345) | > loss_disc_real_4: 0.18505612015724182 (0.1951846107840538) | > loss_disc_real_5: 0.17714565992355347 (0.1874886006116867) | > loss_0: 2.1925771236419678 (2.245972514152527) | > loss_gen: 2.4932777881622314 (2.4246418476104736) | > loss_kl: 2.1190311908721924 (2.1524802446365356) | > loss_feat: 8.993460655212402 (8.488616704940796) | > loss_mel: 15.60881233215332 (15.360941886901855) | > loss_duration: 1.590653896331787 (1.650749683380127) | > loss_1: 30.80523681640625 (30.077431678771973)  --> STEP: 3 | > loss_disc: 2.305257558822632 (2.2657341957092285) | > loss_disc_real_0: 0.12346545606851578 (0.11375223100185394) | > loss_disc_real_1: 0.20641660690307617 (0.20925494035085043) | > loss_disc_real_2: 0.21749092638492584 (0.2242169181505839) | > loss_disc_real_3: 0.17999471724033356 (0.18628312647342682) | > loss_disc_real_4: 0.21574267745018005 (0.20203729967276254) | > loss_disc_real_5: 0.18458622694015503 (0.18652114272117615) | > loss_0: 2.305257558822632 (2.2657341957092285) | > loss_gen: 2.329939126968384 (2.3930742740631104) | > loss_kl: 2.0962839126586914 (2.1337481339772544) | > loss_feat: 7.953456401824951 (8.310229937235514) | > loss_mel: 14.811579704284668 (15.177821159362793) | > loss_duration: 1.678039312362671 (1.6598462263743083) | > loss_1: 28.869298934936523 (29.674720764160156)  --> STEP: 4 | > loss_disc: 2.3364875316619873 (2.283422529697418) | > loss_disc_real_0: 0.13450047373771667 (0.11893929168581963) | > loss_disc_real_1: 0.19378963112831116 (0.2053886130452156) | > loss_disc_real_2: 0.20975306630134583 (0.22060095518827438) | > loss_disc_real_3: 0.1996694952249527 (0.1896297186613083) | > loss_disc_real_4: 0.19498711824417114 (0.2002747543156147) | > loss_disc_real_5: 0.2153676152229309 (0.19373276084661484) | > loss_0: 2.3364875316619873 (2.283422529697418) | > loss_gen: 2.3883845806121826 (2.3919018507003784) | > loss_kl: 2.0937111377716064 (2.1237388849258423) | > loss_feat: 7.717983245849609 (8.162168264389038) | > loss_mel: 14.848341941833496 (15.095451354980469) | > loss_duration: 1.7627031803131104 (1.6855604648590088) | > loss_1: 28.81112289428711 (29.458821296691895)  --> STEP: 5 | > loss_disc: 2.294983386993408 (2.285734701156616) | > loss_disc_real_0: 0.0751434937119484 (0.11018013209104538) | > loss_disc_real_1: 0.20933204889297485 (0.20617730021476746) | > loss_disc_real_2: 0.19027122855186462 (0.21453500986099244) | > loss_disc_real_3: 0.16469407081604004 (0.18464258909225464) | > loss_disc_real_4: 0.15730352699756622 (0.191680508852005) | > loss_disc_real_5: 0.23422883450984955 (0.20183197557926177) | > loss_0: 2.294983386993408 (2.285734701156616) | > loss_gen: 2.249009132385254 (2.3633233070373536) | > loss_kl: 2.15773344039917 (2.1305377960205076) | > loss_feat: 8.874903678894043 (8.304715347290038) | > loss_mel: 18.1968994140625 (15.715740966796876) | > loss_duration: 1.5291905403137207 (1.6542864799499513) | > loss_1: 33.00773620605469 (30.16860427856445) --> EVAL PERFORMANCE | > avg_loader_time: 0.16055312156677246 (-0.006504917144775385) | > avg_loss_disc: 2.285734701156616 (-0.012584114074707387) | > avg_loss_disc_real_0: 0.11018013209104538 (+0.04026022776961327) | > avg_loss_disc_real_1: 0.20617730021476746 (+0.005237230658531183) | > avg_loss_disc_real_2: 0.21453500986099244 (+0.008473899960517894) | > avg_loss_disc_real_3: 0.18464258909225464 (-0.05710141658782958) | > avg_loss_disc_real_4: 0.191680508852005 (-0.053621917963027954) | > avg_loss_disc_real_5: 0.20183197557926177 (-0.03887037038803101) | > avg_loss_0: 2.285734701156616 (-0.012584114074707387) | > avg_loss_gen: 2.3633233070373536 (-0.11159276962280273) | > avg_loss_kl: 2.1305377960205076 (-0.04778518676757848) | > avg_loss_feat: 8.304715347290038 (+0.43298025131225515) | > avg_loss_mel: 15.715740966796876 (+1.2248590469360359) | > avg_loss_duration: 1.6542864799499513 (+0.008131909370422408) | > avg_loss_1: 30.16860427856445 (+1.5065937042236328)  > EPOCH: 17/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-19 22:38:09)   --> TIME: 2025-02-19 22:38:32 -- STEP: 29/924 -- GLOBAL_STEP: 61600 | > loss_disc: 2.380735397338867 (2.2382942808085473) | > loss_disc_real_0: 0.16494472324848175 (0.11427107132200537) | > loss_disc_real_1: 0.18896113336086273 (0.19591962777335065) | > loss_disc_real_2: 0.19196593761444092 (0.20549308688476167) | > loss_disc_real_3: 0.22206193208694458 (0.2108540678846425) | > loss_disc_real_4: 0.21726445853710175 (0.21447301578932795) | > loss_disc_real_5: 0.24774745106697083 (0.2032858374817618) | > loss_0: 2.380735397338867 (2.2382942808085473) | > grad_norm_0: tensor(84.8620, device='cuda:0') (tensor(73.8620, device='cuda:0')) | > loss_gen: 2.494600534439087 (2.737567030150315) | > loss_kl: 2.3237714767456055 (2.284108301688885) | > loss_feat: 7.301980495452881 (8.489163628939924) | > loss_mel: 14.029112815856934 (15.405548917836157) | > loss_duration: 1.644102931022644 (1.639401645495974) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.793567657470703 (30.55578935557398) | > grad_norm_1: tensor(1639.0210, device='cuda:0') (tensor(1476.8181, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.7719 (0.7420146711941423) | > loader_time: 0.0118 (0.010923714473329741)  --> TIME: 2025-02-19 22:39:11 -- STEP: 79/924 -- GLOBAL_STEP: 61650 | > loss_disc: 2.2395594120025635 (2.242417489426046) | > loss_disc_real_0: 0.13257062435150146 (0.11403722514080096) | > loss_disc_real_1: 0.23572427034378052 (0.1941844658761085) | > loss_disc_real_2: 0.1835290491580963 (0.2039154064428957) | > loss_disc_real_3: 0.23922501504421234 (0.2083590468273887) | > loss_disc_real_4: 0.232696995139122 (0.21772067984448204) | > loss_disc_real_5: 0.21550753712654114 (0.2031546934873243) | > loss_0: 2.2395594120025635 (2.242417489426046) | > grad_norm_0: tensor(18.0679, device='cuda:0') (tensor(71.6826, device='cuda:0')) | > loss_gen: 2.7450618743896484 (2.7638525449776945) | > loss_kl: 2.269590377807617 (2.2786456361601624) | > loss_feat: 9.225489616394043 (8.555603461929515) | > loss_mel: 15.64364242553711 (15.481526374816895) | > loss_duration: 1.6012734174728394 (1.643342236929302) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.485055923461914 (30.722970189927498) | > grad_norm_1: tensor(1701.2073, device='cuda:0') (tensor(1167.1254, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.7098 (0.7437087372888492) | > loader_time: 0.0102 (0.011436655551572387)  --> TIME: 2025-02-19 22:39:48 -- STEP: 129/924 -- GLOBAL_STEP: 61700 | > loss_disc: 2.108752727508545 (2.2412491898204014) | > loss_disc_real_0: 0.10668762773275375 (0.11535982048326685) | > loss_disc_real_1: 0.2357189804315567 (0.19317327370477277) | > loss_disc_real_2: 0.19268164038658142 (0.2028296232916588) | > loss_disc_real_3: 0.21456019580364227 (0.20822224194227262) | > loss_disc_real_4: 0.18753527104854584 (0.21677357131658598) | > loss_disc_real_5: 0.21268735826015472 (0.2035112957390704) | > loss_0: 2.108752727508545 (2.2412491898204014) | > grad_norm_0: tensor(91.4496, device='cuda:0') (tensor(68.3066, device='cuda:0')) | > loss_gen: 2.9215517044067383 (2.7605290837990215) | > loss_kl: 2.033996105194092 (2.2808358114819196) | > loss_feat: 8.587522506713867 (8.582430233326997) | > loss_mel: 15.862451553344727 (15.52461503642474) | > loss_duration: 1.6533489227294922 (1.645231142524601) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.058870315551758 (30.793641230856725) | > grad_norm_1: tensor(593.0513, device='cuda:0') (tensor(1166.3922, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.7324 (0.7398818204569262) | > loader_time: 0.0138 (0.011325098747430845)  --> TIME: 2025-02-19 22:40:26 -- STEP: 179/924 -- GLOBAL_STEP: 61750 | > loss_disc: 2.342292547225952 (2.2310396639328425) | > loss_disc_real_0: 0.13902805745601654 (0.10842914080153633) | > loss_disc_real_1: 0.19864486157894135 (0.19386974834530046) | > loss_disc_real_2: 0.22299478948116302 (0.20312687205202748) | > loss_disc_real_3: 0.2317141890525818 (0.2081489991708841) | > loss_disc_real_4: 0.21881075203418732 (0.21580422224279222) | > loss_disc_real_5: 0.20720110833644867 (0.2030150595656986) | > loss_0: 2.342292547225952 (2.2310396639328425) | > grad_norm_0: tensor(44.8871, device='cuda:0') (tensor(63.6848, device='cuda:0')) | > loss_gen: 2.564671516418457 (2.772998708586454) | > loss_kl: 2.2790746688842773 (2.284802125818902) | > loss_feat: 6.982913970947266 (8.638074994753193) | > loss_mel: 13.261372566223145 (15.579478114676876) | > loss_duration: 1.5687978267669678 (1.6432950097089374) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.656829833984375 (30.91864888494907) | > grad_norm_1: tensor(1450.4436, device='cuda:0') (tensor(1087.8582, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.7447 (0.7421807683379956) | > loader_time: 0.013 (0.011412039815380592)  --> TIME: 2025-02-19 22:41:05 -- STEP: 229/924 -- GLOBAL_STEP: 61800 | > loss_disc: 2.5289833545684814 (2.2381878851803125) | > loss_disc_real_0: 0.06060533598065376 (0.11014877334562453) | > loss_disc_real_1: 0.1612614393234253 (0.19514516301811002) | > loss_disc_real_2: 0.18579426407814026 (0.20397834987359273) | > loss_disc_real_3: 0.206874281167984 (0.20792543282935716) | > loss_disc_real_4: 0.1875200718641281 (0.21606952296854628) | > loss_disc_real_5: 0.20336483418941498 (0.20385763582704367) | > loss_0: 2.5289833545684814 (2.2381878851803125) | > grad_norm_0: tensor(32.0077, device='cuda:0') (tensor(65.0622, device='cuda:0')) | > loss_gen: 2.2827670574188232 (2.77146657897916) | > loss_kl: 2.1950016021728516 (2.2854341507999125) | > loss_feat: 8.638833045959473 (8.621272180798787) | > loss_mel: 16.090225219726562 (15.542169341874436) | > loss_duration: 1.6689260005950928 (1.6429920795182473) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.87575340270996 (30.86333430594232) | > grad_norm_1: tensor(677.8624, device='cuda:0') (tensor(1058.4563, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.699 (0.7455385303913766) | > loader_time: 0.0089 (0.011306302516220963)  --> TIME: 2025-02-19 22:41:43 -- STEP: 279/924 -- GLOBAL_STEP: 61850 | > loss_disc: 2.257918119430542 (2.2417489555146974) | > loss_disc_real_0: 0.12146153301000595 (0.11296000972550403) | > loss_disc_real_1: 0.1915283501148224 (0.19560756926895473) | > loss_disc_real_2: 0.19192804396152496 (0.20413837488406875) | > loss_disc_real_3: 0.20395702123641968 (0.20750191588769254) | > loss_disc_real_4: 0.21984738111495972 (0.2160557543184595) | > loss_disc_real_5: 0.19115932285785675 (0.20291115194025) | > loss_0: 2.257918119430542 (2.2417489555146974) | > grad_norm_0: tensor(41.8525, device='cuda:0') (tensor(64.4022, device='cuda:0')) | > loss_gen: 2.543839931488037 (2.764405843604852) | > loss_kl: 2.1621596813201904 (2.280737714955455) | > loss_feat: 7.658082962036133 (8.59033479143641) | > loss_mel: 14.381905555725098 (15.537347297941912) | > loss_duration: 1.6427092552185059 (1.6443333963339475) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.38869857788086 (30.817159030599832) | > grad_norm_1: tensor(1835.2817, device='cuda:0') (tensor(1086.7161, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.7392 (0.7451502191550415) | > loader_time: 0.0102 (0.011328091330852991)  --> TIME: 2025-02-19 22:42:21 -- STEP: 329/924 -- GLOBAL_STEP: 61900 | > loss_disc: 2.4000442028045654 (2.2462859454488324) | > loss_disc_real_0: 0.14196130633354187 (0.11602057148575058) | > loss_disc_real_1: 0.16234201192855835 (0.195257890822315) | > loss_disc_real_2: 0.2536008358001709 (0.20379496100825742) | > loss_disc_real_3: 0.2359737604856491 (0.207431939733427) | > loss_disc_real_4: 0.21858692169189453 (0.21611811863796335) | > loss_disc_real_5: 0.22098971903324127 (0.20319142394152817) | > loss_0: 2.4000442028045654 (2.2462859454488324) | > grad_norm_0: tensor(48.3606, device='cuda:0') (tensor(64.2596, device='cuda:0')) | > loss_gen: 2.512849807739258 (2.7560798484141364) | > loss_kl: 2.422039031982422 (2.2808841539371327) | > loss_feat: 7.393662929534912 (8.55452636092629) | > loss_mel: 15.59154987335205 (15.532465317329013) | > loss_duration: 1.6266725063323975 (1.643629805657639) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.546775817871094 (30.767585499308392) | > grad_norm_1: tensor(543.3563, device='cuda:0') (tensor(1097.2396, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.7443 (0.745962700220589) | > loader_time: 0.0135 (0.011371709655483444)  --> TIME: 2025-02-19 22:42:59 -- STEP: 379/924 -- GLOBAL_STEP: 61950 | > loss_disc: 2.1710309982299805 (2.2431380383886554) | > loss_disc_real_0: 0.08002610504627228 (0.11462105018895188) | > loss_disc_real_1: 0.2148572951555252 (0.19555607343726555) | > loss_disc_real_2: 0.17932656407356262 (0.20390539964302234) | > loss_disc_real_3: 0.18850283324718475 (0.20704526869005138) | > loss_disc_real_4: 0.227697491645813 (0.2160933872090167) | > loss_disc_real_5: 0.23109744489192963 (0.2027458834773947) | > loss_0: 2.1710309982299805 (2.2431380383886554) | > grad_norm_0: tensor(51.5570, device='cuda:0') (tensor(62.2159, device='cuda:0')) | > loss_gen: 3.0219430923461914 (2.7603808254553988) | > loss_kl: 2.487179756164551 (2.2837922032086997) | > loss_feat: 9.12865161895752 (8.572150221600692) | > loss_mel: 16.756946563720703 (15.537293195095415) | > loss_duration: 1.7041423320770264 (1.6440776246833297) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.0988655090332 (30.797694113135023) | > grad_norm_1: tensor(576.1913, device='cuda:0') (tensor(1067.0284, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.7734 (0.7463165040381032) | > loader_time: 0.011 (0.011364132873615677)  --> TIME: 2025-02-19 22:43:38 -- STEP: 429/924 -- GLOBAL_STEP: 62000 | > loss_disc: 2.2138454914093018 (2.2428382826851774) | > loss_disc_real_0: 0.11164053529500961 (0.11436702895015131) | > loss_disc_real_1: 0.2246830314397812 (0.1957809483254707) | > loss_disc_real_2: 0.20355817675590515 (0.20379525329266396) | > loss_disc_real_3: 0.18230359256267548 (0.2072258589567838) | > loss_disc_real_4: 0.2055773138999939 (0.21608555459337087) | > loss_disc_real_5: 0.254978746175766 (0.2028085528623252) | > loss_0: 2.2138454914093018 (2.2428382826851774) | > grad_norm_0: tensor(60.9010, device='cuda:0') (tensor(63.4579, device='cuda:0')) | > loss_gen: 2.7429800033569336 (2.7680867412985086) | > loss_kl: 2.2429730892181396 (2.283728385582947) | > loss_feat: 9.02946662902832 (8.585355579714113) | > loss_mel: 16.338701248168945 (15.571384561089646) | > loss_duration: 1.6611486673355103 (1.643829661649424) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.0152702331543 (30.852384958511745) | > grad_norm_1: tensor(1711.4336, device='cuda:0') (tensor(1068.5022, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.7428 (0.7469809977880443) | > loader_time: 0.0132 (0.011337159119008027) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_62000.pth  --> TIME: 2025-02-19 22:44:19 -- STEP: 479/924 -- GLOBAL_STEP: 62050 | > loss_disc: 2.1394882202148438 (2.24212914966591) | > loss_disc_real_0: 0.07735363394021988 (0.11389184803439456) | > loss_disc_real_1: 0.2255210280418396 (0.19600224267839148) | > loss_disc_real_2: 0.2002795934677124 (0.20392281647639385) | > loss_disc_real_3: 0.23320895433425903 (0.20747186744387314) | > loss_disc_real_4: 0.20810972154140472 (0.2161404049968919) | > loss_disc_real_5: 0.23240715265274048 (0.20265909167694895) | > loss_0: 2.1394882202148438 (2.24212914966591) | > grad_norm_0: tensor(20.7364, device='cuda:0') (tensor(62.5592, device='cuda:0')) | > loss_gen: 3.099696397781372 (2.7647789838667474) | > loss_kl: 2.195251226425171 (2.2835972045309103) | > loss_feat: 8.55971908569336 (8.58572324581583) | > loss_mel: 15.175354957580566 (15.570619601048607) | > loss_duration: 1.612923502922058 (1.6432190543674476) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.6429443359375 (30.847938079674705) | > grad_norm_1: tensor(485.1266, device='cuda:0') (tensor(1085.3599, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.7644 (0.7482805351623659) | > loader_time: 0.0105 (0.011360200312540775)  --> TIME: 2025-02-19 22:44:57 -- STEP: 529/924 -- GLOBAL_STEP: 62100 | > loss_disc: 2.206430435180664 (2.243405488127795) | > loss_disc_real_0: 0.1630261242389679 (0.11557636700838185) | > loss_disc_real_1: 0.19975672662258148 (0.19563626890935165) | > loss_disc_real_2: 0.18331685662269592 (0.20382195359029034) | > loss_disc_real_3: 0.2027677744626999 (0.2073715260438973) | > loss_disc_real_4: 0.1932990550994873 (0.21619031483937756) | > loss_disc_real_5: 0.23410281538963318 (0.20275917407019603) | > loss_0: 2.206430435180664 (2.243405488127795) | > grad_norm_0: tensor(25.6804, device='cuda:0') (tensor(62.4638, device='cuda:0')) | > loss_gen: 2.6752777099609375 (2.764735879429349) | > loss_kl: 2.442023515701294 (2.288774027490885) | > loss_feat: 9.307669639587402 (8.597884713589346) | > loss_mel: 17.107454299926758 (15.59684053035224) | > loss_duration: 1.6255334615707397 (1.6428587249636875) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.157958984375 (30.891093872445293) | > grad_norm_1: tensor(194.9528, device='cuda:0') (tensor(1067.4500, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.7322 (0.7475681034513589) | > loader_time: 0.0104 (0.011378764204807677)  --> TIME: 2025-02-19 22:45:35 -- STEP: 579/924 -- GLOBAL_STEP: 62150 | > loss_disc: 2.3053739070892334 (2.240864886109279) | > loss_disc_real_0: 0.0997992753982544 (0.11539749818530726) | > loss_disc_real_1: 0.19979576766490936 (0.19521012392686446) | > loss_disc_real_2: 0.2035456746816635 (0.2034574709768329) | > loss_disc_real_3: 0.22991843521595 (0.20728539705070598) | > loss_disc_real_4: 0.22453977167606354 (0.21600284047797969) | > loss_disc_real_5: 0.22599805891513824 (0.2026547023926786) | > loss_0: 2.3053739070892334 (2.240864886109279) | > grad_norm_0: tensor(76.1206, device='cuda:0') (tensor(61.9513, device='cuda:0')) | > loss_gen: 2.801041603088379 (2.765186497172752) | > loss_kl: 2.4285213947296143 (2.2844958441245122) | > loss_feat: 8.441162109375 (8.593229003932594) | > loss_mel: 15.420254707336426 (15.57410497286571) | > loss_duration: 1.6592497825622559 (1.6431128550481715) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.75023078918457 (30.860129160378676) | > grad_norm_1: tensor(1151.2865, device='cuda:0') (tensor(1070.3927, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.7394 (0.7479175915989849) | > loader_time: 0.0106 (0.01137675193101425)  --> TIME: 2025-02-19 22:46:13 -- STEP: 629/924 -- GLOBAL_STEP: 62200 | > loss_disc: 2.3488290309906006 (2.2408871868645983) | > loss_disc_real_0: 0.27222874760627747 (0.11592453030576198) | > loss_disc_real_1: 0.2144279181957245 (0.1950966459010478) | > loss_disc_real_2: 0.20442542433738708 (0.20378949852076936) | > loss_disc_real_3: 0.22712375223636627 (0.2072842157844141) | > loss_disc_real_4: 0.20007391273975372 (0.21580536208679643) | > loss_disc_real_5: 0.2187451422214508 (0.2021120806803575) | > loss_0: 2.3488290309906006 (2.2408871868645983) | > grad_norm_0: tensor(129.5546, device='cuda:0') (tensor(62.3583, device='cuda:0')) | > loss_gen: 2.830167770385742 (2.7647021825059634) | > loss_kl: 2.386881113052368 (2.2846061743689265) | > loss_feat: 9.332170486450195 (8.593321136905198) | > loss_mel: 16.655725479125977 (15.573908701231067) | > loss_duration: 1.600844383239746 (1.6428071760790146) | > amp_scaler: 128.0 (65.11923688394278) | > loss_1: 32.805789947509766 (30.859345358771247) | > grad_norm_1: tensor(1218., device='cuda:0') (tensor(1094.6647, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.7667 (0.7477255947828668) | > loader_time: 0.0107 (0.011356393180325611)  --> TIME: 2025-02-19 22:46:51 -- STEP: 679/924 -- GLOBAL_STEP: 62250 | > loss_disc: 2.2437875270843506 (2.2416052223129683) | > loss_disc_real_0: 0.09751901030540466 (0.11610577716348097) | > loss_disc_real_1: 0.19141122698783875 (0.19523971412599708) | > loss_disc_real_2: 0.20951370894908905 (0.20352669413556765) | > loss_disc_real_3: 0.230416938662529 (0.20742500736892494) | > loss_disc_real_4: 0.2249939739704132 (0.21595834584053555) | > loss_disc_real_5: 0.18171636760234833 (0.20226338049273432) | > loss_0: 2.2437875270843506 (2.2416052223129683) | > grad_norm_0: tensor(71.3625, device='cuda:0') (tensor(62.1133, device='cuda:0')) | > loss_gen: 2.7237918376922607 (2.7664735735077253) | > loss_kl: 2.308994770050049 (2.2847406405939106) | > loss_feat: 8.256628036499023 (8.608467529027209) | > loss_mel: 16.013778686523438 (15.596618016092696) | > loss_duration: 1.6924707889556885 (1.642878742562127) | > amp_scaler: 128.0 (69.74963181148753) | > loss_1: 30.995662689208984 (30.899178475448764) | > grad_norm_1: tensor(1807.2235, device='cuda:0') (tensor(1099.4104, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.7423 (0.747290857059439) | > loader_time: 0.0109 (0.011301083838641212)  --> TIME: 2025-02-19 22:47:29 -- STEP: 729/924 -- GLOBAL_STEP: 62300 | > loss_disc: 2.3484339714050293 (2.2393737360937243) | > loss_disc_real_0: 0.07411812990903854 (0.11566388475183596) | > loss_disc_real_1: 0.1652923822402954 (0.19505237014287138) | > loss_disc_real_2: 0.17991720139980316 (0.20325215471543084) | > loss_disc_real_3: 0.20212073624134064 (0.2071857843420307) | > loss_disc_real_4: 0.22871951758861542 (0.21585581624377084) | > loss_disc_real_5: 0.18188230693340302 (0.202108050386111) | > loss_0: 2.3484339714050293 (2.2393737360937243) | > grad_norm_0: tensor(59.0074, device='cuda:0') (tensor(62.4502, device='cuda:0')) | > loss_gen: 2.502901077270508 (2.7699545616966255) | > loss_kl: 2.3844690322875977 (2.285678190949523) | > loss_feat: 8.250070571899414 (8.622297518537868) | > loss_mel: 14.880290985107422 (15.610834747021418) | > loss_duration: 1.6633784770965576 (1.6427376664388) | > amp_scaler: 128.0 (73.74485596707828) | > loss_1: 29.681110382080078 (30.93150267058112) | > grad_norm_1: tensor(797.0707, device='cuda:0') (tensor(1096.5352, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.8247 (0.7477030613458366) | > loader_time: 0.0116 (0.01126665898965383)  --> TIME: 2025-02-19 22:48:08 -- STEP: 779/924 -- GLOBAL_STEP: 62350 | > loss_disc: 2.192103862762451 (2.2374903496177847) | > loss_disc_real_0: 0.12213577330112457 (0.11483386479825049) | > loss_disc_real_1: 0.18543782830238342 (0.19499987214612416) | > loss_disc_real_2: 0.19374661147594452 (0.20297348000042253) | > loss_disc_real_3: 0.23241712152957916 (0.20724280174721196) | > loss_disc_real_4: 0.1664610654115677 (0.2157870068935742) | > loss_disc_real_5: 0.2223045974969864 (0.20237459309293923) | > loss_0: 2.192103862762451 (2.2374903496177847) | > grad_norm_0: tensor(86.4491, device='cuda:0') (tensor(61.6394, device='cuda:0')) | > loss_gen: 2.803420066833496 (2.7709790481988548) | > loss_kl: 2.1144907474517822 (2.2836406267653397) | > loss_feat: 7.690340518951416 (8.629655292618725) | > loss_mel: 15.080080032348633 (15.619702939044526) | > loss_duration: 1.6749053001403809 (1.6434336744621874) | > amp_scaler: 128.0 (77.227214377407) | > loss_1: 29.363237380981445 (30.947411587363796) | > grad_norm_1: tensor(1252.2125, device='cuda:0') (tensor(1087.7351, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.751 (0.7479710952308269) | > loader_time: 0.0104 (0.011241404174687162)  --> TIME: 2025-02-19 22:48:46 -- STEP: 829/924 -- GLOBAL_STEP: 62400 | > loss_disc: 2.048119306564331 (2.2361601851386204) | > loss_disc_real_0: 0.0966200903058052 (0.11488674200433155) | > loss_disc_real_1: 0.17565734684467316 (0.1948261119164662) | > loss_disc_real_2: 0.20610633492469788 (0.20281444640944757) | > loss_disc_real_3: 0.19119882583618164 (0.20706474029687122) | > loss_disc_real_4: 0.190561905503273 (0.21567370835129976) | > loss_disc_real_5: 0.19097711145877838 (0.20229040476323903) | > loss_0: 2.048119306564331 (2.2361601851386204) | > grad_norm_0: tensor(69.3649, device='cuda:0') (tensor(61.9674, device='cuda:0')) | > loss_gen: 3.0052099227905273 (2.7727371743274714) | > loss_kl: 2.1981544494628906 (2.280777975503444) | > loss_feat: 9.547184944152832 (8.640487950443507) | > loss_mel: 16.26522445678711 (15.634556346980741) | > loss_duration: 1.6046937704086304 (1.6429360627552856) | > amp_scaler: 128.0 (80.28950542822683) | > loss_1: 32.62046813964844 (30.971495512167422) | > grad_norm_1: tensor(634.7458, device='cuda:0') (tensor(1087.6781, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.7487 (0.7479160516483502) | > loader_time: 0.0105 (0.011205777615776107)  --> TIME: 2025-02-19 22:49:24 -- STEP: 879/924 -- GLOBAL_STEP: 62450 | > loss_disc: 2.31785249710083 (2.2331107490027406) | > loss_disc_real_0: 0.10743261873722076 (0.1140313427492688) | > loss_disc_real_1: 0.20443207025527954 (0.19454721819961174) | > loss_disc_real_2: 0.18876764178276062 (0.20266335424506224) | > loss_disc_real_3: 0.21124650537967682 (0.20698280642667327) | > loss_disc_real_4: 0.22268442809581757 (0.2154474327758175) | > loss_disc_real_5: 0.1765897572040558 (0.20210741441675695) | > loss_0: 2.31785249710083 (2.2331107490027406) | > grad_norm_0: tensor(86.5810, device='cuda:0') (tensor(61.9942, device='cuda:0')) | > loss_gen: 2.3804287910461426 (2.775753146281153) | > loss_kl: 2.3553965091705322 (2.2796082689222374) | > loss_feat: 6.732582092285156 (8.654936833321987) | > loss_mel: 11.987035751342773 (15.63258174553395) | > loss_duration: 1.6410467624664307 (1.642969028127885) | > amp_scaler: 128.0 (83.00341296928333) | > loss_1: 25.09648895263672 (30.985849026798252) | > grad_norm_1: tensor(1748.8375, device='cuda:0') (tensor(1087.1588, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.7545 (0.7478739114073489) | > loader_time: 0.0106 (0.01118123029550459)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2842299938201904 (2.2842299938201904) | > loss_disc_real_0: 0.07280919700860977 (0.07280919700860977) | > loss_disc_real_1: 0.20486152172088623 (0.20486152172088623) | > loss_disc_real_2: 0.22229818999767303 (0.22229818999767303) | > loss_disc_real_3: 0.21622617542743683 (0.21622617542743683) | > loss_disc_real_4: 0.23474347591400146 (0.23474347591400146) | > loss_disc_real_5: 0.22359375655651093 (0.22359375655651093) | > loss_0: 2.2842299938201904 (2.2842299938201904) | > loss_gen: 2.5538134574890137 (2.5538134574890137) | > loss_kl: 2.160456895828247 (2.160456895828247) | > loss_feat: 7.332858562469482 (7.332858562469482) | > loss_mel: 13.314218521118164 (13.314218521118164) | > loss_duration: 1.6834948062896729 (1.6834948062896729) | > loss_1: 27.044841766357422 (27.044841766357422)  --> STEP: 1 | > loss_disc: 2.174243450164795 (2.174243450164795) | > loss_disc_real_0: 0.06217128410935402 (0.06217128410935402) | > loss_disc_real_1: 0.2001805305480957 (0.2001805305480957) | > loss_disc_real_2: 0.2179800420999527 (0.2179800420999527) | > loss_disc_real_3: 0.250193327665329 (0.250193327665329) | > loss_disc_real_4: 0.22323769330978394 (0.22323769330978394) | > loss_disc_real_5: 0.26770830154418945 (0.26770830154418945) | > loss_0: 2.174243450164795 (2.174243450164795) | > loss_gen: 2.848109006881714 (2.848109006881714) | > loss_kl: 2.089641809463501 (2.089641809463501) | > loss_feat: 8.559957504272461 (8.559957504272461) | > loss_mel: 15.470816612243652 (15.470816612243652) | > loss_duration: 1.7099171876907349 (1.7099171876907349) | > loss_1: 30.67844009399414 (30.67844009399414)  --> STEP: 2 | > loss_disc: 2.2045490741729736 (2.1893962621688843) | > loss_disc_real_0: 0.052929144352674484 (0.05755021423101425) | > loss_disc_real_1: 0.19639335572719574 (0.19828694313764572) | > loss_disc_real_2: 0.2129903882741928 (0.21548521518707275) | > loss_disc_real_3: 0.25556010007858276 (0.25287671387195587) | > loss_disc_real_4: 0.2070804089307785 (0.21515905112028122) | > loss_disc_real_5: 0.26181894540786743 (0.26476362347602844) | > loss_0: 2.2045490741729736 (2.1893962621688843) | > loss_gen: 2.7910337448120117 (2.819571375846863) | > loss_kl: 2.099579334259033 (2.094610571861267) | > loss_feat: 9.014805793762207 (8.787381649017334) | > loss_mel: 15.58812141418457 (15.529469013214111) | > loss_duration: 1.5988253355026245 (1.6543712615966797) | > loss_1: 31.09236717224121 (30.885403633117676)  --> STEP: 3 | > loss_disc: 2.265857219696045 (2.214883248011271) | > loss_disc_real_0: 0.06019527092576027 (0.05843189979592959) | > loss_disc_real_1: 0.2035161703824997 (0.2000300188859304) | > loss_disc_real_2: 0.2143014520406723 (0.21509062747160593) | > loss_disc_real_3: 0.25147926807403564 (0.2524108986059825) | > loss_disc_real_4: 0.23108266294002533 (0.22046692172686258) | > loss_disc_real_5: 0.2825026512145996 (0.2706766327222188) | > loss_0: 2.265857219696045 (2.214883248011271) | > loss_gen: 2.7107787132263184 (2.783307154973348) | > loss_kl: 2.073106527328491 (2.0874425570170083) | > loss_feat: 8.102178573608398 (8.558980623881022) | > loss_mel: 15.105535507202148 (15.388157844543457) | > loss_duration: 1.6641227006912231 (1.6576217412948608) | > loss_1: 29.655723571777344 (30.475510279337566)  --> STEP: 4 | > loss_disc: 2.36728835105896 (2.2529845237731934) | > loss_disc_real_0: 0.08015687018632889 (0.06386314239352942) | > loss_disc_real_1: 0.2153538167476654 (0.20386096835136414) | > loss_disc_real_2: 0.21786293387413025 (0.21578370407223701) | > loss_disc_real_3: 0.23632103204727173 (0.24838843196630478) | > loss_disc_real_4: 0.2099526822566986 (0.2178383618593216) | > loss_disc_real_5: 0.29354581236839294 (0.27639392763376236) | > loss_0: 2.36728835105896 (2.2529845237731934) | > loss_gen: 2.437121868133545 (2.696760833263397) | > loss_kl: 2.0280983448028564 (2.0726065039634705) | > loss_feat: 7.115368366241455 (8.19807755947113) | > loss_mel: 13.122121810913086 (14.821648836135864) | > loss_duration: 1.7485392093658447 (1.6803511083126068) | > loss_1: 26.451250076293945 (29.46944522857666)  --> STEP: 5 | > loss_disc: 2.1957664489746094 (2.2415409088134766) | > loss_disc_real_0: 0.0837070569396019 (0.06783192530274391) | > loss_disc_real_1: 0.25196895003318787 (0.2134825646877289) | > loss_disc_real_2: 0.20754598081111908 (0.21413615942001343) | > loss_disc_real_3: 0.21085475385189056 (0.24088169634342194) | > loss_disc_real_4: 0.17400817573070526 (0.20907232463359832) | > loss_disc_real_5: 0.25798091292381287 (0.27271132469177245) | > loss_0: 2.1957664489746094 (2.2415409088134766) | > loss_gen: 2.6783463954925537 (2.6930779457092284) | > loss_kl: 2.276081085205078 (2.113301420211792) | > loss_feat: 6.730189323425293 (7.904499912261963) | > loss_mel: 13.198528289794922 (14.497024726867675) | > loss_duration: 1.530712604522705 (1.6504234075546265) | > loss_1: 26.41385841369629 (28.858327865600586) --> EVAL PERFORMANCE | > avg_loader_time: 0.15147790908813477 (-0.009075212478637684) | > avg_loss_disc: 2.2415409088134766 (-0.04419379234313947) | > avg_loss_disc_real_0: 0.06783192530274391 (-0.042348206788301465) | > avg_loss_disc_real_1: 0.2134825646877289 (+0.007305264472961426) | > avg_loss_disc_real_2: 0.21413615942001343 (-0.00039885044097900946) | > avg_loss_disc_real_3: 0.24088169634342194 (+0.05623910725116729) | > avg_loss_disc_real_4: 0.20907232463359832 (+0.017391815781593323) | > avg_loss_disc_real_5: 0.27271132469177245 (+0.07087934911251068) | > avg_loss_0: 2.2415409088134766 (-0.04419379234313947) | > avg_loss_gen: 2.6930779457092284 (+0.3297546386718748) | > avg_loss_kl: 2.113301420211792 (-0.01723637580871573) | > avg_loss_feat: 7.904499912261963 (-0.4002154350280751) | > avg_loss_mel: 14.497024726867675 (-1.2187162399292006) | > avg_loss_duration: 1.6504234075546265 (-0.003863072395324796) | > avg_loss_1: 28.858327865600586 (-1.3102764129638658)  > EPOCH: 18/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-19 22:50:06)   --> TIME: 2025-02-19 22:50:11 -- STEP: 5/924 -- GLOBAL_STEP: 62500 | > loss_disc: 2.0183534622192383 (2.1810769557952883) | > loss_disc_real_0: 0.0577390119433403 (0.1192177914083004) | > loss_disc_real_1: 0.17833706736564636 (0.18633245229721068) | > loss_disc_real_2: 0.17119747400283813 (0.19405317604541777) | > loss_disc_real_3: 0.18721424043178558 (0.22117967307567596) | > loss_disc_real_4: 0.2326703667640686 (0.21967904567718505) | > loss_disc_real_5: 0.18718987703323364 (0.21581361889839173) | > loss_0: 2.0183534622192383 (2.1810769557952883) | > grad_norm_0: tensor(54.3855, device='cuda:0') (tensor(99.7946, device='cuda:0')) | > loss_gen: 2.8793551921844482 (2.8310928344726562) | > loss_kl: 2.3392724990844727 (2.252989101409912) | > loss_feat: 8.871467590332031 (8.652625846862794) | > loss_mel: 16.860851287841797 (15.871932792663575) | > loss_duration: 1.6560758352279663 (1.6217095136642456) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.60702133178711 (31.23035011291504) | > grad_norm_1: tensor(1090.0021, device='cuda:0') (tensor(1158.0787, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.7748 (0.7399634838104248) | > loader_time: 0.01 (0.010005903244018555)  --> TIME: 2025-02-19 22:50:49 -- STEP: 55/924 -- GLOBAL_STEP: 62550 | > loss_disc: 2.669696092605591 (2.2512052080847997) | > loss_disc_real_0: 0.16234299540519714 (0.12394775172526185) | > loss_disc_real_1: 0.18303251266479492 (0.19270116849379107) | > loss_disc_real_2: 0.17606689035892487 (0.2023116499185562) | > loss_disc_real_3: 0.19115541875362396 (0.20639020529660312) | > loss_disc_real_4: 0.2268369346857071 (0.21644264297051863) | > loss_disc_real_5: 0.2022600919008255 (0.20061049380085685) | > loss_0: 2.669696092605591 (2.2512052080847997) | > grad_norm_0: tensor(89.4570, device='cuda:0') (tensor(61.9915, device='cuda:0')) | > loss_gen: 2.135634422302246 (2.753381252288818) | > loss_kl: 2.217973470687866 (2.205342849818144) | > loss_feat: 7.150791168212891 (8.526857402107934) | > loss_mel: 13.35891056060791 (15.550084495544434) | > loss_duration: 1.6439417600631714 (1.6440797502344304) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.507253646850586 (30.679745552756568) | > grad_norm_1: tensor(154.4200, device='cuda:0') (tensor(1163.3502, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.7098 (0.7430286277424205) | > loader_time: 0.0094 (0.011318861354481088)  --> TIME: 2025-02-19 22:51:28 -- STEP: 105/924 -- GLOBAL_STEP: 62600 | > loss_disc: 2.222853183746338 (2.2307297786076865) | > loss_disc_real_0: 0.08449001610279083 (0.10865842639690354) | > loss_disc_real_1: 0.17808376252651215 (0.19408672267482394) | > loss_disc_real_2: 0.17969559133052826 (0.20328719743660517) | > loss_disc_real_3: 0.21574993431568146 (0.20683076892580304) | > loss_disc_real_4: 0.19209663569927216 (0.21532831887404125) | > loss_disc_real_5: 0.19796107709407806 (0.2022842124814079) | > loss_0: 2.222853183746338 (2.2307297786076865) | > grad_norm_0: tensor(40.7974, device='cuda:0') (tensor(57.2434, device='cuda:0')) | > loss_gen: 2.7168467044830322 (2.793506933393932) | > loss_kl: 2.390580892562866 (2.2157396861485084) | > loss_feat: 8.435413360595703 (8.645847379593624) | > loss_mel: 15.476556777954102 (15.591039657592773) | > loss_duration: 1.6041927337646484 (1.6432246741794405) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.62359046936035 (30.889358193533763) | > grad_norm_1: tensor(776.2759, device='cuda:0') (tensor(986.2404, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.7879 (0.7486505849020821) | > loader_time: 0.0115 (0.011452958697364443)  --> TIME: 2025-02-19 22:52:06 -- STEP: 155/924 -- GLOBAL_STEP: 62650 | > loss_disc: 2.3102574348449707 (2.2257415486920267) | > loss_disc_real_0: 0.13105911016464233 (0.10486617021022307) | > loss_disc_real_1: 0.20691290497779846 (0.19537944687950995) | > loss_disc_real_2: 0.21086515486240387 (0.20284342525466795) | > loss_disc_real_3: 0.2371508926153183 (0.2086255046629136) | > loss_disc_real_4: 0.19627943634986877 (0.21498615088001374) | > loss_disc_real_5: 0.17846187949180603 (0.20245802777428784) | > loss_0: 2.3102574348449707 (2.2257415486920267) | > grad_norm_0: tensor(47.4945, device='cuda:0') (tensor(56.3960, device='cuda:0')) | > loss_gen: 2.673750162124634 (2.78844952583313) | > loss_kl: 1.994278907775879 (2.2207626035136565) | > loss_feat: 7.364988803863525 (8.628733244249895) | > loss_mel: 13.961347579956055 (15.515965547869282) | > loss_duration: 1.6397323608398438 (1.6427093244368027) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.634098052978516 (30.796620092084332) | > grad_norm_1: tensor(758.6310, device='cuda:0') (tensor(936.8218, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.7553 (0.7474319273425688) | > loader_time: 0.0105 (0.011376080974455803)  --> TIME: 2025-02-19 22:52:44 -- STEP: 205/924 -- GLOBAL_STEP: 62700 | > loss_disc: 2.2888293266296387 (2.225431247455318) | > loss_disc_real_0: 0.11071991175413132 (0.10666195130566274) | > loss_disc_real_1: 0.24484507739543915 (0.19556661233669373) | > loss_disc_real_2: 0.24803127348423004 (0.20271080114492548) | > loss_disc_real_3: 0.20868320763111115 (0.2081363308720472) | > loss_disc_real_4: 0.2159675508737564 (0.21514951630336482) | > loss_disc_real_5: 0.19549793004989624 (0.20262992069488622) | > loss_0: 2.2888293266296387 (2.225431247455318) | > grad_norm_0: tensor(50.1221, device='cuda:0') (tensor(58.7132, device='cuda:0')) | > loss_gen: 2.8073315620422363 (2.7880428570072824) | > loss_kl: 2.083390712738037 (2.230625603257155) | > loss_feat: 8.549432754516602 (8.623824603383131) | > loss_mel: 15.10610580444336 (15.51212215423584) | > loss_duration: 1.5791385173797607 (1.640565690761659) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.125398635864258 (30.7951807905988) | > grad_norm_1: tensor(652.5413, device='cuda:0') (tensor(967.1174, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.7661 (0.7475903592458587) | > loader_time: 0.0102 (0.011325080220292258)  --> TIME: 2025-02-19 22:53:22 -- STEP: 255/924 -- GLOBAL_STEP: 62750 | > loss_disc: 2.1603293418884277 (2.2152050630719056) | > loss_disc_real_0: 0.07412789016962051 (0.10160729192635594) | > loss_disc_real_1: 0.18734855949878693 (0.195466426190208) | > loss_disc_real_2: 0.2498023360967636 (0.2028435981741138) | > loss_disc_real_3: 0.20780456066131592 (0.2080829861117344) | > loss_disc_real_4: 0.19951625168323517 (0.2151786722388922) | > loss_disc_real_5: 0.16047872602939606 (0.20217618322839928) | > loss_0: 2.1603293418884277 (2.2152050630719056) | > grad_norm_0: tensor(9.2959, device='cuda:0') (tensor(57.0244, device='cuda:0')) | > loss_gen: 2.770287036895752 (2.7993462151172115) | > loss_kl: 2.1262571811676025 (2.2327779671725096) | > loss_feat: 8.687710762023926 (8.689922306584377) | > loss_mel: 14.102021217346191 (15.59907185423608) | > loss_duration: 1.6384283304214478 (1.6422782902624091) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.324703216552734 (30.96339652865541) | > grad_norm_1: tensor(464.6971, device='cuda:0') (tensor(940.8732, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.6968 (0.7467869580960742) | > loader_time: 0.0086 (0.011378808115042896)  --> TIME: 2025-02-19 22:54:00 -- STEP: 305/924 -- GLOBAL_STEP: 62800 | > loss_disc: 2.2677853107452393 (2.2143833910832633) | > loss_disc_real_0: 0.11874304711818695 (0.10208207458624097) | > loss_disc_real_1: 0.19471698999404907 (0.19518436042011755) | > loss_disc_real_2: 0.21206092834472656 (0.2027203956588369) | > loss_disc_real_3: 0.2586139738559723 (0.20845306261641078) | > loss_disc_real_4: 0.22567008435726166 (0.215084811800816) | > loss_disc_real_5: 0.22849690914154053 (0.20173664669521518) | > loss_0: 2.2677853107452393 (2.2143833910832633) | > grad_norm_0: tensor(18.0268, device='cuda:0') (tensor(58.3686, device='cuda:0')) | > loss_gen: 2.7518839836120605 (2.8047107704350207) | > loss_kl: 2.1791319847106934 (2.2421378475720757) | > loss_feat: 8.659106254577637 (8.697494363003091) | > loss_mel: 15.84254264831543 (15.60089111015445) | > loss_duration: 1.6648684740066528 (1.6419178079386223) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.0975341796875 (30.987151880733304) | > grad_norm_1: tensor(1198.4144, device='cuda:0') (tensor(949.8519, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.7586 (0.7470397534917615) | > loader_time: 0.0107 (0.011382956582991806)  --> TIME: 2025-02-19 22:54:39 -- STEP: 355/924 -- GLOBAL_STEP: 62850 | > loss_disc: 2.131100654602051 (2.212982649870318) | > loss_disc_real_0: 0.09299898892641068 (0.10155556946468185) | > loss_disc_real_1: 0.16591662168502808 (0.19476111417924846) | > loss_disc_real_2: 0.22518345713615417 (0.2030626114405376) | > loss_disc_real_3: 0.18567517399787903 (0.208366633343025) | > loss_disc_real_4: 0.19745619595050812 (0.21461399697082142) | > loss_disc_real_5: 0.18646974861621857 (0.20145640562117936) | > loss_0: 2.131100654602051 (2.212982649870318) | > grad_norm_0: tensor(95.9267, device='cuda:0') (tensor(58.1398, device='cuda:0')) | > loss_gen: 3.0645089149475098 (2.804964657904398) | > loss_kl: 2.2683613300323486 (2.246851192729573) | > loss_feat: 8.7534818649292 (8.703096646322333) | > loss_mel: 15.989102363586426 (15.606669404473104) | > loss_duration: 1.6184883117675781 (1.6415991695833871) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.693941116333008 (31.003181038440115) | > grad_norm_1: tensor(639.8457, device='cuda:0') (tensor(930.4174, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.7456 (0.7479661169186445) | > loader_time: 0.0103 (0.011323721308103753)  --> TIME: 2025-02-19 22:55:17 -- STEP: 405/924 -- GLOBAL_STEP: 62900 | > loss_disc: 2.1213080883026123 (2.2162655836270146) | > loss_disc_real_0: 0.05153409764170647 (0.10303723508101187) | > loss_disc_real_1: 0.21689514815807343 (0.19459225616337333) | > loss_disc_real_2: 0.18653839826583862 (0.20282392082390954) | > loss_disc_real_3: 0.18663708865642548 (0.20833059310177227) | > loss_disc_real_4: 0.19481182098388672 (0.2147271317464334) | > loss_disc_real_5: 0.19213907420635223 (0.20210548385425847) | > loss_0: 2.1213080883026123 (2.2162655836270146) | > grad_norm_0: tensor(38.7685, device='cuda:0') (tensor(58.7390, device='cuda:0')) | > loss_gen: 2.923248767852783 (2.8000985999166237) | > loss_kl: 2.2293148040771484 (2.2460585202699823) | > loss_feat: 9.166581153869629 (8.683542734310953) | > loss_mel: 16.126907348632812 (15.591821479797364) | > loss_duration: 1.6232240200042725 (1.64128066993054) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.06927490234375 (30.962801968609845) | > grad_norm_1: tensor(808.8574, device='cuda:0') (tensor(958.6987, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.7397 (0.7475842658384346) | > loader_time: 0.0107 (0.011255067071796937)  --> TIME: 2025-02-19 22:55:55 -- STEP: 455/924 -- GLOBAL_STEP: 62950 | > loss_disc: 2.2829763889312744 (2.2206742501520824) | > loss_disc_real_0: 0.10019479691982269 (0.10620505593225851) | > loss_disc_real_1: 0.19132456183433533 (0.1945677676698663) | > loss_disc_real_2: 0.20765908062458038 (0.2023725140880752) | > loss_disc_real_3: 0.19203674793243408 (0.20823267518164038) | > loss_disc_real_4: 0.21836766600608826 (0.21492665288867532) | > loss_disc_real_5: 0.1550276130437851 (0.20204920942311755) | > loss_0: 2.2829763889312744 (2.2206742501520824) | > grad_norm_0: tensor(51.9476, device='cuda:0') (tensor(60.0605, device='cuda:0')) | > loss_gen: 2.585554838180542 (2.79190120277824) | > loss_kl: 2.563117504119873 (2.251062726712488) | > loss_feat: 8.053919792175293 (8.66684770164909) | > loss_mel: 15.625391006469727 (15.590420192676586) | > loss_duration: 1.5986794233322144 (1.6407266635161175) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.426660537719727 (30.94095845903669) | > grad_norm_1: tensor(1032.9430, device='cuda:0') (tensor(1014.4409, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.7369 (0.7480831476358267) | > loader_time: 0.0094 (0.011237061678708256)  --> TIME: 2025-02-19 22:56:33 -- STEP: 505/924 -- GLOBAL_STEP: 63000 | > loss_disc: 2.3119876384735107 (2.223955748812984) | > loss_disc_real_0: 0.14451736211776733 (0.10868128555467223) | > loss_disc_real_1: 0.1952885538339615 (0.19453580146378804) | > loss_disc_real_2: 0.20516115427017212 (0.20217812742927282) | > loss_disc_real_3: 0.2713022530078888 (0.20818444915337136) | > loss_disc_real_4: 0.249089315533638 (0.21501455312908285) | > loss_disc_real_5: 0.25800788402557373 (0.20247515997674204) | > loss_0: 2.3119876384735107 (2.223955748812984) | > grad_norm_0: tensor(47.8314, device='cuda:0') (tensor(62.4719, device='cuda:0')) | > loss_gen: 2.8869376182556152 (2.787653761570997) | > loss_kl: 2.1996328830718994 (2.253911645341627) | > loss_feat: 8.713333129882812 (8.65481572009549) | > loss_mel: 15.711126327514648 (15.60268936346073) | > loss_duration: 1.5862088203430176 (1.6401161005001252) | > amp_scaler: 64.0 (127.23960396039604) | > loss_1: 31.097238540649414 (30.939186530538123) | > grad_norm_1: tensor(1169.0278, device='cuda:0') (tensor(1063.5798, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.7313 (0.7483960874009841) | > loader_time: 0.0102 (0.011216383169193081) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_63000.pth  --> TIME: 2025-02-19 22:57:14 -- STEP: 555/924 -- GLOBAL_STEP: 63050 | > loss_disc: 2.354806661605835 (2.2252022532729385) | > loss_disc_real_0: 0.1575080305337906 (0.10981427507961655) | > loss_disc_real_1: 0.17865486443042755 (0.19464276588714868) | > loss_disc_real_2: 0.21987847983837128 (0.20217377068223172) | > loss_disc_real_3: 0.22897468507289886 (0.2078154973887108) | > loss_disc_real_4: 0.1970728486776352 (0.21497640349306504) | > loss_disc_real_5: 0.2191108763217926 (0.20239436008908726) | > loss_0: 2.354806661605835 (2.2252022532729385) | > grad_norm_0: tensor(47.6847, device='cuda:0') (tensor(62.7157, device='cuda:0')) | > loss_gen: 2.70888614654541 (2.7880317172488653) | > loss_kl: 2.0931880474090576 (2.2518683491526414) | > loss_feat: 8.135921478271484 (8.66224729348947) | > loss_mel: 14.830476760864258 (15.60448345493626) | > loss_duration: 1.6222257614135742 (1.6405147009067702) | > amp_scaler: 64.0 (121.54234234234234) | > loss_1: 29.390697479248047 (30.947145441416147) | > grad_norm_1: tensor(407.2080, device='cuda:0') (tensor(1068.3434, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.6936 (0.7481244628493852) | > loader_time: 0.009 (0.011218876881642385)  --> TIME: 2025-02-19 22:57:52 -- STEP: 605/924 -- GLOBAL_STEP: 63100 | > loss_disc: 2.110525608062744 (2.2258558094008873) | > loss_disc_real_0: 0.04121160879731178 (0.10865756508178455) | > loss_disc_real_1: 0.16818179190158844 (0.1949292902611503) | > loss_disc_real_2: 0.15781354904174805 (0.20248747662571825) | > loss_disc_real_3: 0.18770261108875275 (0.20790141286436178) | > loss_disc_real_4: 0.1884135603904724 (0.21521572002694628) | > loss_disc_real_5: 0.21452252566814423 (0.20275019614164494) | > loss_0: 2.110525608062744 (2.2258558094008873) | > grad_norm_0: tensor(11.0702, device='cuda:0') (tensor(62.1160, device='cuda:0')) | > loss_gen: 2.882540225982666 (2.790171536926397) | > loss_kl: 2.1607484817504883 (2.25216528896458) | > loss_feat: 10.12474250793457 (8.672245526904897) | > loss_mel: 16.194711685180664 (15.605867847726365) | > loss_duration: 1.6059644222259521 (1.6401367021986264) | > amp_scaler: 64.0 (116.78677685950413) | > loss_1: 32.96870422363281 (30.960586831589374) | > grad_norm_1: tensor(426.1289, device='cuda:0') (tensor(1051.6127, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.7471 (0.7480999225427296) | > loader_time: 0.0115 (0.011237773422367316)  --> TIME: 2025-02-19 22:58:30 -- STEP: 655/924 -- GLOBAL_STEP: 63150 | > loss_disc: 2.394188404083252 (2.226484283236145) | > loss_disc_real_0: 0.15924929082393646 (0.10820119738123798) | > loss_disc_real_1: 0.24188922345638275 (0.19532074118388512) | > loss_disc_real_2: 0.22499918937683105 (0.20239948163960716) | > loss_disc_real_3: 0.1988784223794937 (0.20818793027455557) | > loss_disc_real_4: 0.2558771073818207 (0.215381913626467) | > loss_disc_real_5: 0.2120315283536911 (0.20286477876983527) | > loss_0: 2.394188404083252 (2.226484283236145) | > grad_norm_0: tensor(108.0367, device='cuda:0') (tensor(62.6869, device='cuda:0')) | > loss_gen: 2.7874372005462646 (2.7927502817780008) | > loss_kl: 2.2888591289520264 (2.2561774779822095) | > loss_feat: 8.557547569274902 (8.68773450414643) | > loss_mel: 15.775605201721191 (15.626190371913765) | > loss_duration: 1.636657953262329 (1.6400963745044381) | > amp_scaler: 64.0 (112.75725190839695) | > loss_1: 31.04610824584961 (31.002948947353218) | > grad_norm_1: tensor(1650.5969, device='cuda:0') (tensor(1041.9030, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.7909 (0.7481846958626319) | > loader_time: 0.0109 (0.011260088345476682)  --> TIME: 2025-02-19 22:59:09 -- STEP: 705/924 -- GLOBAL_STEP: 63200 | > loss_disc: 2.2045352458953857 (2.227588410918593) | > loss_disc_real_0: 0.09437333047389984 (0.1096530777289935) | > loss_disc_real_1: 0.203852578997612 (0.19506766715793736) | > loss_disc_real_2: 0.19640590250492096 (0.20245493426390565) | > loss_disc_real_3: 0.23003298044204712 (0.2079259023176016) | > loss_disc_real_4: 0.2319427877664566 (0.21522828594167182) | > loss_disc_real_5: 0.2175852358341217 (0.20271841450363187) | > loss_0: 2.2045352458953857 (2.227588410918593) | > grad_norm_0: tensor(37.6012, device='cuda:0') (tensor(63.1090, device='cuda:0')) | > loss_gen: 2.805396795272827 (2.789086563029187) | > loss_kl: 2.1860311031341553 (2.2563238889613055) | > loss_feat: 8.317760467529297 (8.67967999505658) | > loss_mel: 15.360688209533691 (15.629154655781198) | > loss_duration: 1.6331791877746582 (1.6403673366451934) | > amp_scaler: 64.0 (109.29929078014185) | > loss_1: 30.303054809570312 (30.994612373189725) | > grad_norm_1: tensor(1284.7764, device='cuda:0') (tensor(1062.7899, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.7544 (0.7488110697861259) | > loader_time: 0.0105 (0.011289890099924505)  --> TIME: 2025-02-19 22:59:47 -- STEP: 755/924 -- GLOBAL_STEP: 63250 | > loss_disc: 2.2768614292144775 (2.2268132492406467) | > loss_disc_real_0: 0.0528082549571991 (0.10920494319686037) | > loss_disc_real_1: 0.23128679394721985 (0.19484257498719038) | > loss_disc_real_2: 0.2092532068490982 (0.20249608125512955) | > loss_disc_real_3: 0.19803714752197266 (0.20785311298654557) | > loss_disc_real_4: 0.20804519951343536 (0.21529949727832087) | > loss_disc_real_5: 0.19521364569664001 (0.20269125662497336) | > loss_0: 2.2768614292144775 (2.2268132492406467) | > grad_norm_0: tensor(46.4909, device='cuda:0') (tensor(63.4857, device='cuda:0')) | > loss_gen: 2.783432722091675 (2.7916685126475125) | > loss_kl: 2.3688714504241943 (2.25748668680128) | > loss_feat: 9.236801147460938 (8.694387693594619) | > loss_mel: 16.922868728637695 (15.654083729421856) | > loss_duration: 1.6569702625274658 (1.640577072813021) | > amp_scaler: 64.0 (106.29933774834437) | > loss_1: 32.96894454956055 (31.038203624700078) | > grad_norm_1: tensor(1341.2056, device='cuda:0') (tensor(1061.7317, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.768 (0.7491737135198732) | > loader_time: 0.0112 (0.011325053663443253)  --> TIME: 2025-02-19 23:00:26 -- STEP: 805/924 -- GLOBAL_STEP: 63300 | > loss_disc: 2.253455877304077 (2.227288148269888) | > loss_disc_real_0: 0.12619684636592865 (0.1099142275796914) | > loss_disc_real_1: 0.23677681386470795 (0.19477950453017803) | > loss_disc_real_2: 0.21912264823913574 (0.20247106935296733) | > loss_disc_real_3: 0.20702071487903595 (0.2078857336540399) | > loss_disc_real_4: 0.2571219205856323 (0.21518268905441212) | > loss_disc_real_5: 0.22131012380123138 (0.202718325468324) | > loss_0: 2.253455877304077 (2.227288148269888) | > grad_norm_0: tensor(93.5657, device='cuda:0') (tensor(63.2123, device='cuda:0')) | > loss_gen: 2.9341793060302734 (2.7890103914722872) | > loss_kl: 2.2945454120635986 (2.25463957712517) | > loss_feat: 8.783323287963867 (8.682785936912397) | > loss_mel: 15.591229438781738 (15.63889976999034) | > loss_duration: 1.6819252967834473 (1.6409040103047525) | > amp_scaler: 64.0 (103.672049689441) | > loss_1: 31.285202026367188 (31.00623961738918) | > grad_norm_1: tensor(729.8782, device='cuda:0') (tensor(1070.1381, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.7771 (0.7490709811263944) | > loader_time: 0.0175 (0.011355054748724704)  --> TIME: 2025-02-19 23:01:04 -- STEP: 855/924 -- GLOBAL_STEP: 63350 | > loss_disc: 2.0886642932891846 (2.227620435318751) | > loss_disc_real_0: 0.08564161509275436 (0.10958615205092737) | > loss_disc_real_1: 0.19642207026481628 (0.19485175348164735) | > loss_disc_real_2: 0.17771917581558228 (0.2025218723984489) | > loss_disc_real_3: 0.18924374878406525 (0.20788458766993018) | > loss_disc_real_4: 0.19021955132484436 (0.21528344689405451) | > loss_disc_real_5: 0.21467772126197815 (0.20271544038203726) | > loss_0: 2.0886642932891846 (2.227620435318751) | > grad_norm_0: tensor(12.5826, device='cuda:0') (tensor(62.9873, device='cuda:0')) | > loss_gen: 2.908151388168335 (2.788439733382552) | > loss_kl: 2.1351194381713867 (2.256673869891474) | > loss_feat: 8.69571304321289 (8.67791332111024) | > loss_mel: 14.196075439453125 (15.627821544178746) | > loss_duration: 1.6642663478851318 (1.6410554456431958) | > amp_scaler: 64.0 (101.35204678362572) | > loss_1: 29.599327087402344 (30.99190385383472) | > grad_norm_1: tensor(311.3125, device='cuda:0') (tensor(1065.4407, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.745 (0.7492220627634149) | > loader_time: 0.012 (0.011359009268688177)  --> TIME: 2025-02-19 23:01:42 -- STEP: 905/924 -- GLOBAL_STEP: 63400 | > loss_disc: 2.0484800338745117 (2.22466930025849) | > loss_disc_real_0: 0.0592041015625 (0.10841627696848047) | > loss_disc_real_1: 0.19621984660625458 (0.19474150046129907) | > loss_disc_real_2: 0.2075459510087967 (0.20240517696622978) | > loss_disc_real_3: 0.2223566174507141 (0.20775329587538588) | > loss_disc_real_4: 0.20671838521957397 (0.2153115935747136) | > loss_disc_real_5: 0.15497471392154694 (0.2026109872931275) | > loss_0: 2.0484800338745117 (2.22466930025849) | > grad_norm_0: tensor(35.1852, device='cuda:0') (tensor(62.3705, device='cuda:0')) | > loss_gen: 2.986426591873169 (2.7936138034525477) | > loss_kl: 2.3956918716430664 (2.260209614532428) | > loss_feat: 10.144275665283203 (8.69395527391803) | > loss_mel: 16.341632843017578 (15.634822611518986) | > loss_duration: 1.6364877223968506 (1.6406886268057213) | > amp_scaler: 64.0 (99.28839779005524) | > loss_1: 33.504512786865234 (31.02328987121582) | > grad_norm_1: tensor(930.9555, device='cuda:0') (tensor(1052.9860, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.7462 (0.7489593242413431) | > loader_time: 0.0109 (0.011379701656531231)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2252981662750244 (2.2252981662750244) | > loss_disc_real_0: 0.09592212736606598 (0.09592212736606598) | > loss_disc_real_1: 0.2515592575073242 (0.2515592575073242) | > loss_disc_real_2: 0.2357807159423828 (0.2357807159423828) | > loss_disc_real_3: 0.1892671138048172 (0.1892671138048172) | > loss_disc_real_4: 0.18021370470523834 (0.18021370470523834) | > loss_disc_real_5: 0.20900368690490723 (0.20900368690490723) | > loss_0: 2.2252981662750244 (2.2252981662750244) | > loss_gen: 2.7286205291748047 (2.7286205291748047) | > loss_kl: 1.9127436876296997 (1.9127436876296997) | > loss_feat: 7.735006809234619 (7.735006809234619) | > loss_mel: 14.127985000610352 (14.127985000610352) | > loss_duration: 1.6879119873046875 (1.6879119873046875) | > loss_1: 28.19226837158203 (28.19226837158203)  --> STEP: 1 | > loss_disc: 2.4063639640808105 (2.4063639640808105) | > loss_disc_real_0: 0.12889321148395538 (0.12889321148395538) | > loss_disc_real_1: 0.2756258547306061 (0.2756258547306061) | > loss_disc_real_2: 0.26842251420021057 (0.26842251420021057) | > loss_disc_real_3: 0.1815825253725052 (0.1815825253725052) | > loss_disc_real_4: 0.1810053139925003 (0.1810053139925003) | > loss_disc_real_5: 0.2401706576347351 (0.2401706576347351) | > loss_0: 2.4063639640808105 (2.4063639640808105) | > loss_gen: 2.510849952697754 (2.510849952697754) | > loss_kl: 1.9463645219802856 (1.9463645219802856) | > loss_feat: 6.394312381744385 (6.394312381744385) | > loss_mel: 11.974461555480957 (11.974461555480957) | > loss_duration: 1.6949234008789062 (1.6949234008789062) | > loss_1: 24.520912170410156 (24.520912170410156)  --> STEP: 2 | > loss_disc: 2.2146308422088623 (2.3104974031448364) | > loss_disc_real_0: 0.09306548535823822 (0.1109793484210968) | > loss_disc_real_1: 0.2465621531009674 (0.26109400391578674) | > loss_disc_real_2: 0.21501098573207855 (0.24171674996614456) | > loss_disc_real_3: 0.1774139404296875 (0.17949823290109634) | > loss_disc_real_4: 0.18089249730110168 (0.180948905646801) | > loss_disc_real_5: 0.19042666256427765 (0.21529866009950638) | > loss_0: 2.2146308422088623 (2.3104974031448364) | > loss_gen: 2.609718084335327 (2.5602840185165405) | > loss_kl: 1.9755550622940063 (1.960959792137146) | > loss_feat: 7.929201126098633 (7.161756753921509) | > loss_mel: 13.990845680236816 (12.982653617858887) | > loss_duration: 1.5857112407684326 (1.6403173208236694) | > loss_1: 28.091032028198242 (26.3059720993042)  --> STEP: 3 | > loss_disc: 2.2174196243286133 (2.279471476872762) | > loss_disc_real_0: 0.09135762602090836 (0.10443877428770065) | > loss_disc_real_1: 0.2672838866710663 (0.26315729816754657) | > loss_disc_real_2: 0.22957231104373932 (0.23766860365867615) | > loss_disc_real_3: 0.17870068550109863 (0.17923238376776376) | > loss_disc_real_4: 0.16272898018360138 (0.17487559715906778) | > loss_disc_real_5: 0.2060275375843048 (0.21220828592777252) | > loss_0: 2.2174196243286133 (2.279471476872762) | > loss_gen: 2.708937883377075 (2.6098353068033853) | > loss_kl: 2.1863956451416016 (2.0361050764719644) | > loss_feat: 7.964430809020996 (7.429314772288005) | > loss_mel: 14.707832336425781 (13.557713190714518) | > loss_duration: 1.6611366271972656 (1.6472570896148682) | > loss_1: 29.22873306274414 (27.28022575378418)  --> STEP: 4 | > loss_disc: 2.2232978343963623 (2.265428066253662) | > loss_disc_real_0: 0.08657988905906677 (0.09997405298054218) | > loss_disc_real_1: 0.24398674070835114 (0.2583646588027477) | > loss_disc_real_2: 0.23511138558387756 (0.2370292991399765) | > loss_disc_real_3: 0.1766939014196396 (0.17859776318073273) | > loss_disc_real_4: 0.18002493679523468 (0.1761629320681095) | > loss_disc_real_5: 0.20121511816978455 (0.20945999398827553) | > loss_0: 2.2232978343963623 (2.265428066253662) | > loss_gen: 2.7061965465545654 (2.6339256167411804) | > loss_kl: 1.8977617025375366 (2.0015192329883575) | > loss_feat: 8.679736137390137 (7.741920113563538) | > loss_mel: 14.775254249572754 (13.862098455429077) | > loss_duration: 1.7519950866699219 (1.6734415888786316) | > loss_1: 29.810943603515625 (27.91290521621704)  --> STEP: 5 | > loss_disc: 2.2152438163757324 (2.2553912162780763) | > loss_disc_real_0: 0.1098116934299469 (0.10194158107042313) | > loss_disc_real_1: 0.3266206383705139 (0.27201585471630096) | > loss_disc_real_2: 0.24089643359184265 (0.23780272603034974) | > loss_disc_real_3: 0.2007044404745102 (0.18301909863948823) | > loss_disc_real_4: 0.15470580756664276 (0.17187150716781616) | > loss_disc_real_5: 0.18350358307361603 (0.20426871180534362) | > loss_0: 2.2152438163757324 (2.2553912162780763) | > loss_gen: 2.5933172702789307 (2.6258039474487305) | > loss_kl: 1.6327251195907593 (1.927760410308838) | > loss_feat: 5.590145587921143 (7.311565208435058) | > loss_mel: 12.376501083374023 (13.564978981018067) | > loss_duration: 1.5369703769683838 (1.6461473464965821) | > loss_1: 23.729660034179688 (27.07625617980957) --> EVAL PERFORMANCE | > avg_loader_time: 0.1516345977783203 (+0.00015668869018553577) | > avg_loss_disc: 2.2553912162780763 (+0.013850307464599698) | > avg_loss_disc_real_0: 0.10194158107042313 (+0.034109655767679214) | > avg_loss_disc_real_1: 0.27201585471630096 (+0.05853329002857208) | > avg_loss_disc_real_2: 0.23780272603034974 (+0.02366656661033631) | > avg_loss_disc_real_3: 0.18301909863948823 (-0.057862597703933705) | > avg_loss_disc_real_4: 0.17187150716781616 (-0.03720081746578216) | > avg_loss_disc_real_5: 0.20426871180534362 (-0.06844261288642883) | > avg_loss_0: 2.2553912162780763 (+0.013850307464599698) | > avg_loss_gen: 2.6258039474487305 (-0.06727399826049796) | > avg_loss_kl: 1.927760410308838 (-0.18554100990295397) | > avg_loss_feat: 7.311565208435058 (-0.5929347038269048) | > avg_loss_mel: 13.564978981018067 (-0.9320457458496083) | > avg_loss_duration: 1.6461473464965821 (-0.004276061058044345) | > avg_loss_1: 27.07625617980957 (-1.782071685791017) > BEST MODEL : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/best_model_63419.pth  > EPOCH: 19/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-19 23:02:06)   --> TIME: 2025-02-19 23:02:32 -- STEP: 31/924 -- GLOBAL_STEP: 63450 | > loss_disc: 2.484628438949585 (2.2411541784963305) | > loss_disc_real_0: 0.058371055871248245 (0.1144982104099566) | > loss_disc_real_1: 0.19178789854049683 (0.1921474818260439) | > loss_disc_real_2: 0.1612434834241867 (0.2018301962844787) | > loss_disc_real_3: 0.21504981815814972 (0.2075385744533231) | > loss_disc_real_4: 0.21307261288166046 (0.21660460435575055) | > loss_disc_real_5: 0.15861539542675018 (0.20175164168880833) | > loss_0: 2.484628438949585 (2.2411541784963305) | > grad_norm_0: tensor(40.1149, device='cuda:0') (tensor(69.5445, device='cuda:0')) | > loss_gen: 2.3530261516571045 (2.740676772209906) | > loss_kl: 2.3801097869873047 (2.260098330436214) | > loss_feat: 8.52017593383789 (8.558402784409061) | > loss_mel: 16.463321685791016 (15.561024604305144) | > loss_duration: 1.6644527912139893 (1.6358751789216073) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.381086349487305 (30.756077551072643) | > grad_norm_1: tensor(1274.3317, device='cuda:0') (tensor(1145.8230, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.6983 (0.7478419503858013) | > loader_time: 0.0124 (0.010534701808806387)  --> TIME: 2025-02-19 23:03:10 -- STEP: 81/924 -- GLOBAL_STEP: 63500 | > loss_disc: 2.3360447883605957 (2.225600912247175) | > loss_disc_real_0: 0.07186751812696457 (0.11124986423938363) | > loss_disc_real_1: 0.2073974460363388 (0.1919032051975344) | > loss_disc_real_2: 0.2294451892375946 (0.20155486777240847) | > loss_disc_real_3: 0.2193489372730255 (0.2073328139973275) | > loss_disc_real_4: 0.2268008291721344 (0.2154113464517358) | > loss_disc_real_5: 0.193872332572937 (0.20194032604311718) | > loss_0: 2.3360447883605957 (2.225600912247175) | > grad_norm_0: tensor(106.4522, device='cuda:0') (tensor(67.2848, device='cuda:0')) | > loss_gen: 2.5797605514526367 (2.776907976762749) | > loss_kl: 2.1763460636138916 (2.2537042594250334) | > loss_feat: 7.322033405303955 (8.632721842071156) | > loss_mel: 14.343195915222168 (15.59088925962095) | > loss_duration: 1.629054069519043 (1.6401084911676105) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.050392150878906 (30.89433154353389) | > grad_norm_1: tensor(1529.0453, device='cuda:0') (tensor(1118.0502, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.7695 (0.7507343145064366) | > loader_time: 0.0112 (0.011319398880004881)  --> TIME: 2025-02-19 23:03:48 -- STEP: 131/924 -- GLOBAL_STEP: 63550 | > loss_disc: 2.32122802734375 (2.232891302072365) | > loss_disc_real_0: 0.12195761501789093 (0.11732790121481619) | > loss_disc_real_1: 0.22010372579097748 (0.19169244625186188) | > loss_disc_real_2: 0.23526187241077423 (0.20169241225901452) | > loss_disc_real_3: 0.22724813222885132 (0.20584588765188025) | > loss_disc_real_4: 0.2541927397251129 (0.21458665287221662) | > loss_disc_real_5: 0.23243914544582367 (0.20169710100607108) | > loss_0: 2.32122802734375 (2.232891302072365) | > grad_norm_0: tensor(11.5880, device='cuda:0') (tensor(74.8148, device='cuda:0')) | > loss_gen: 2.728092908859253 (2.7834650232591707) | > loss_kl: 2.133005380630493 (2.2373730553925486) | > loss_feat: 7.945835113525391 (8.670801333798707) | > loss_mel: 14.470717430114746 (15.669299001912124) | > loss_duration: 1.6685104370117188 (1.6418046751095141) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.94615936279297 (31.002742898373203) | > grad_norm_1: tensor(384.0647, device='cuda:0') (tensor(1163.5514, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.7845 (0.7458658309383247) | > loader_time: 0.0114 (0.011329578079340112)  --> TIME: 2025-02-19 23:04:27 -- STEP: 181/924 -- GLOBAL_STEP: 63600 | > loss_disc: 2.33634352684021 (2.2399183215357312) | > loss_disc_real_0: 0.1062479093670845 (0.11975813482100792) | > loss_disc_real_1: 0.20733694732189178 (0.1933103545429957) | > loss_disc_real_2: 0.2023003250360489 (0.20153550441423174) | > loss_disc_real_3: 0.2144681215286255 (0.20655130648481254) | > loss_disc_real_4: 0.20523369312286377 (0.21484307236763653) | > loss_disc_real_5: 0.17143107950687408 (0.20213060089237783) | > loss_0: 2.33634352684021 (2.2399183215357312) | > grad_norm_0: tensor(86.8260, device='cuda:0') (tensor(74.0256, device='cuda:0')) | > loss_gen: 2.534304141998291 (2.7733806733927016) | > loss_kl: 2.306058883666992 (2.2475941879314627) | > loss_feat: 8.17270278930664 (8.625297804563749) | > loss_mel: 16.038240432739258 (15.655232287243585) | > loss_duration: 1.642138957977295 (1.6397453809969995) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.693445205688477 (30.941250195160755) | > grad_norm_1: tensor(119.7796, device='cuda:0') (tensor(1206.8741, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.7482 (0.7478671416393301) | > loader_time: 0.0111 (0.011241338529639487)  --> TIME: 2025-02-19 23:05:05 -- STEP: 231/924 -- GLOBAL_STEP: 63650 | > loss_disc: 1.9871864318847656 (2.235868526227546) | > loss_disc_real_0: 0.05563187599182129 (0.11682748894541811) | > loss_disc_real_1: 0.170106902718544 (0.19304846839987355) | > loss_disc_real_2: 0.19009622931480408 (0.20194059139464324) | > loss_disc_real_3: 0.15293779969215393 (0.20619181791941324) | > loss_disc_real_4: 0.2084510177373886 (0.21530377587456723) | > loss_disc_real_5: 0.1738358438014984 (0.20231931892050292) | > loss_0: 1.9871864318847656 (2.235868526227546) | > grad_norm_0: tensor(12.1451, device='cuda:0') (tensor(71.7589, device='cuda:0')) | > loss_gen: 3.0936100482940674 (2.7758044050885484) | > loss_kl: 2.063081741333008 (2.2478214424925964) | > loss_feat: 10.278396606445312 (8.668513201015854) | > loss_mel: 16.848899841308594 (15.694277131712282) | > loss_duration: 1.6415085792541504 (1.6409524777234894) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.925498962402344 (31.027368545532227) | > grad_norm_1: tensor(357.2830, device='cuda:0') (tensor(1164.2104, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.7268 (0.7493091558481192) | > loader_time: 0.01 (0.011295873881418471)  --> TIME: 2025-02-19 23:05:43 -- STEP: 281/924 -- GLOBAL_STEP: 63700 | > loss_disc: 2.238680124282837 (2.232515670226562) | > loss_disc_real_0: 0.05834992974996567 (0.11267902528423006) | > loss_disc_real_1: 0.21284154057502747 (0.19392684255842638) | > loss_disc_real_2: 0.21773654222488403 (0.2032744669193051) | > loss_disc_real_3: 0.2221619188785553 (0.2069005552559985) | > loss_disc_real_4: 0.18661242723464966 (0.2153763734467089) | > loss_disc_real_5: 0.19164595007896423 (0.202677239885958) | > loss_0: 2.238680124282837 (2.232515670226562) | > grad_norm_0: tensor(71.0109, device='cuda:0') (tensor(69.2882, device='cuda:0')) | > loss_gen: 2.654808282852173 (2.785212059462198) | > loss_kl: 2.2151973247528076 (2.252670909162094) | > loss_feat: 7.726208209991455 (8.675807893488331) | > loss_mel: 14.330033302307129 (15.643445792147274) | > loss_duration: 1.6099997758865356 (1.6420867171576015) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.53624725341797 (30.99922333578198) | > grad_norm_1: tensor(1203.0334, device='cuda:0') (tensor(1114.2362, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.7462 (0.7485778433572357) | > loader_time: 0.0154 (0.011355266876492211)  --> TIME: 2025-02-19 23:06:22 -- STEP: 331/924 -- GLOBAL_STEP: 63750 | > loss_disc: 2.3057048320770264 (2.2330851317172336) | > loss_disc_real_0: 0.1847943216562271 (0.11186848813808577) | > loss_disc_real_1: 0.1843843162059784 (0.1940676387163087) | > loss_disc_real_2: 0.21328827738761902 (0.2037532923354843) | > loss_disc_real_3: 0.2089826911687851 (0.20671386084887908) | > loss_disc_real_4: 0.23900553584098816 (0.21517629925938173) | > loss_disc_real_5: 0.20517627894878387 (0.20286578682794304) | > loss_0: 2.3057048320770264 (2.2330851317172336) | > grad_norm_0: tensor(124.6055, device='cuda:0') (tensor(67.9675, device='cuda:0')) | > loss_gen: 2.7409920692443848 (2.7818315929516575) | > loss_kl: 1.9836848974227905 (2.2472071604426187) | > loss_feat: 7.292914390563965 (8.663636514427434) | > loss_mel: 14.17361831665039 (15.639909603084321) | > loss_duration: 1.6668919324874878 (1.6420630234605953) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.85810089111328 (30.974647896527525) | > grad_norm_1: tensor(1430.4740, device='cuda:0') (tensor(1106.6029, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.7391 (0.7500621566599589) | > loader_time: 0.014 (0.011378482749454924)  --> TIME: 2025-02-19 23:07:00 -- STEP: 381/924 -- GLOBAL_STEP: 63800 | > loss_disc: 2.2253949642181396 (2.2317220013285555) | > loss_disc_real_0: 0.15272699296474457 (0.11335644148427045) | > loss_disc_real_1: 0.19238007068634033 (0.19339703027344748) | > loss_disc_real_2: 0.17718808352947235 (0.20320641024531969) | > loss_disc_real_3: 0.1741860806941986 (0.20656692383326877) | > loss_disc_real_4: 0.1962960958480835 (0.21498608268464958) | > loss_disc_real_5: 0.20577645301818848 (0.20268513610356742) | > loss_0: 2.2253949642181396 (2.2317220013285555) | > grad_norm_0: tensor(139.2474, device='cuda:0') (tensor(70.3925, device='cuda:0')) | > loss_gen: 2.9731192588806152 (2.784524078444235) | > loss_kl: 2.3016293048858643 (2.2476108311981067) | > loss_feat: 9.861546516418457 (8.685061075555994) | > loss_mel: 16.523876190185547 (15.653933767884423) | > loss_duration: 1.6106266975402832 (1.6416899250561168) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.27079772949219 (31.01281963058031) | > grad_norm_1: tensor(1345.9036, device='cuda:0') (tensor(1156.6296, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.7214 (0.750083455263473) | > loader_time: 0.0096 (0.011367721507555538)  --> TIME: 2025-02-19 23:07:39 -- STEP: 431/924 -- GLOBAL_STEP: 63850 | > loss_disc: 2.194854497909546 (2.233344709790222) | > loss_disc_real_0: 0.0776776447892189 (0.11538644751270244) | > loss_disc_real_1: 0.23590949177742004 (0.19335508439905955) | > loss_disc_real_2: 0.24366483092308044 (0.2029544601860843) | > loss_disc_real_3: 0.22620682418346405 (0.20661437003214225) | > loss_disc_real_4: 0.2384026199579239 (0.2148672155603732) | > loss_disc_real_5: 0.19038549065589905 (0.20254066849252733) | > loss_0: 2.194854497909546 (2.233344709790222) | > grad_norm_0: tensor(84.9283, device='cuda:0') (tensor(69.1847, device='cuda:0')) | > loss_gen: 2.8154397010803223 (2.7773365349338133) | > loss_kl: 2.236419439315796 (2.25026636444499) | > loss_feat: 9.33436393737793 (8.660209206583316) | > loss_mel: 16.870758056640625 (15.667485794722342) | > loss_duration: 1.6123268604278564 (1.6416512459447377) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.86930847167969 (30.996949074163236) | > grad_norm_1: tensor(1293.7684, device='cuda:0') (tensor(1170.8435, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.7737 (0.7500670581295427) | > loader_time: 0.0104 (0.01140293665662442)  --> TIME: 2025-02-19 23:08:17 -- STEP: 481/924 -- GLOBAL_STEP: 63900 | > loss_disc: 2.2172350883483887 (2.235033065762191) | > loss_disc_real_0: 0.13331708312034607 (0.11630672142838985) | > loss_disc_real_1: 0.1726825088262558 (0.1931428110649085) | > loss_disc_real_2: 0.20321708917617798 (0.202723061468398) | > loss_disc_real_3: 0.18682514131069183 (0.2063561302460652) | > loss_disc_real_4: 0.22697684168815613 (0.21502296010074892) | > loss_disc_real_5: 0.19940075278282166 (0.20232127678121692) | > loss_0: 2.2172350883483887 (2.235033065762191) | > grad_norm_0: tensor(31.6302, device='cuda:0') (tensor(70.1469, device='cuda:0')) | > loss_gen: 2.7128746509552 (2.778051575603209) | > loss_kl: 2.175133466720581 (2.250311320388143) | > loss_feat: 8.118061065673828 (8.651099301177581) | > loss_mel: 15.230422019958496 (15.668283605278157) | > loss_duration: 1.624390721321106 (1.6413732442439468) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.860883712768555 (30.989119032068707) | > grad_norm_1: tensor(1529.0667, device='cuda:0') (tensor(1177.1222, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.7446 (0.7503865622681042) | > loader_time: 0.0102 (0.011412891677412319)  --> TIME: 2025-02-19 23:08:55 -- STEP: 531/924 -- GLOBAL_STEP: 63950 | > loss_disc: 2.249300479888916 (2.2340206267021006) | > loss_disc_real_0: 0.0868687704205513 (0.11617328169739853) | > loss_disc_real_1: 0.188679501414299 (0.19315025889491852) | > loss_disc_real_2: 0.18325628340244293 (0.20263867001636782) | > loss_disc_real_3: 0.21007953584194183 (0.20590991039958598) | > loss_disc_real_4: 0.1899409145116806 (0.21497080933913) | > loss_disc_real_5: 0.18924443423748016 (0.20212511112124226) | > loss_0: 2.249300479888916 (2.2340206267021006) | > grad_norm_0: tensor(42.6173, device='cuda:0') (tensor(70.5038, device='cuda:0')) | > loss_gen: 2.663991928100586 (2.7806388173399683) | > loss_kl: 2.1584665775299072 (2.2505692050506383) | > loss_feat: 8.977564811706543 (8.661468241847826) | > loss_mel: 16.7960205078125 (15.679550048770652) | > loss_duration: 1.64664888381958 (1.6413898133513167) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.24269485473633 (31.013616123666424) | > grad_norm_1: tensor(1542.5179, device='cuda:0') (tensor(1186.0236, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.7473 (0.7499883466745723) | > loader_time: 0.0105 (0.011427302818513856)  --> TIME: 2025-02-19 23:09:34 -- STEP: 581/924 -- GLOBAL_STEP: 64000 | > loss_disc: 2.6537389755249023 (2.2322977916714235) | > loss_disc_real_0: 0.11808006465435028 (0.11524860818650759) | > loss_disc_real_1: 0.22446617484092712 (0.19320343891335026) | > loss_disc_real_2: 0.23385213315486908 (0.20263486538922318) | > loss_disc_real_3: 0.2278853803873062 (0.2057695246707141) | > loss_disc_real_4: 0.20373354852199554 (0.2148408395031438) | > loss_disc_real_5: 0.17893211543560028 (0.2020710141697767) | > loss_0: 2.6537389755249023 (2.2322977916714235) | > grad_norm_0: tensor(64.0508, device='cuda:0') (tensor(69.7389, device='cuda:0')) | > loss_gen: 2.381286859512329 (2.783794250832984) | > loss_kl: 2.2303619384765625 (2.252077647002345) | > loss_feat: 8.10758113861084 (8.664218008825975) | > loss_mel: 15.381685256958008 (15.661346044885107) | > loss_duration: 1.648346185684204 (1.6414996416351262) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.74925994873047 (31.002935586820985) | > grad_norm_1: tensor(200.6186, device='cuda:0') (tensor(1165.6698, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.6793 (0.7503147149865677) | > loader_time: 0.0086 (0.01145675055131239) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_64000.pth  --> TIME: 2025-02-19 23:10:15 -- STEP: 631/924 -- GLOBAL_STEP: 64050 | > loss_disc: 2.148618221282959 (2.2314925439384203) | > loss_disc_real_0: 0.07825861871242523 (0.1142779301125822) | > loss_disc_real_1: 0.21479907631874084 (0.19366399821029787) | > loss_disc_real_2: 0.20137567818164825 (0.20275585629671777) | > loss_disc_real_3: 0.1881599873304367 (0.20574214627077755) | > loss_disc_real_4: 0.2148074507713318 (0.21490441000593818) | > loss_disc_real_5: 0.219330832362175 (0.20229241266114592) | > loss_0: 2.148618221282959 (2.2314925439384203) | > grad_norm_0: tensor(93.9295, device='cuda:0') (tensor(68.6040, device='cuda:0')) | > loss_gen: 2.8933050632476807 (2.786578487858721) | > loss_kl: 2.4086992740631104 (2.2569979100522053) | > loss_feat: 9.003924369812012 (8.672941385471674) | > loss_mel: 16.8186092376709 (15.69037014255433) | > loss_duration: 1.65614652633667 (1.6409348991895818) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.78068161010742 (31.04782281322449) | > grad_norm_1: tensor(1982.2153, device='cuda:0') (tensor(1162.3268, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.7259 (0.7503484984396375) | > loader_time: 0.0125 (0.011439585270103298)  --> TIME: 2025-02-19 23:10:53 -- STEP: 681/924 -- GLOBAL_STEP: 64100 | > loss_disc: 2.089688777923584 (2.231873192276023) | > loss_disc_real_0: 0.08760610222816467 (0.11412248229293397) | > loss_disc_real_1: 0.17365288734436035 (0.19351719950001667) | > loss_disc_real_2: 0.21751253306865692 (0.2024996034943236) | > loss_disc_real_3: 0.2089601457118988 (0.20574520281057868) | > loss_disc_real_4: 0.17972636222839355 (0.2150058906508962) | > loss_disc_real_5: 0.1844698190689087 (0.20249726134249826) | > loss_0: 2.089688777923584 (2.231873192276023) | > grad_norm_0: tensor(64.4102, device='cuda:0') (tensor(68.6441, device='cuda:0')) | > loss_gen: 3.1617727279663086 (2.7849551139949185) | > loss_kl: 2.349466323852539 (2.2610430358615017) | > loss_feat: 10.34505558013916 (8.668359657741306) | > loss_mel: 16.072246551513672 (15.673719607785936) | > loss_duration: 1.5973341464996338 (1.6405163187637553) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.52587890625 (31.02859374395026) | > grad_norm_1: tensor(800.1625, device='cuda:0') (tensor(1147.8792, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.7703 (0.7500613800054431) | > loader_time: 0.0136 (0.011432359922299833)  --> TIME: 2025-02-19 23:11:31 -- STEP: 731/924 -- GLOBAL_STEP: 64150 | > loss_disc: 2.1135220527648926 (2.226449607008948) | > loss_disc_real_0: 0.10321491211652756 (0.11238076601039858) | > loss_disc_real_1: 0.17600080370903015 (0.19354682553320018) | > loss_disc_real_2: 0.18241511285305023 (0.20234555008065697) | > loss_disc_real_3: 0.19892311096191406 (0.20553780876089864) | > loss_disc_real_4: 0.2008281648159027 (0.2147950731452284) | > loss_disc_real_5: 0.19057822227478027 (0.20209214759916685) | > loss_0: 2.1135220527648926 (2.226449607008948) | > grad_norm_0: tensor(62.5732, device='cuda:0') (tensor(67.4819, device='cuda:0')) | > loss_gen: 2.8510985374450684 (2.7906707089837686) | > loss_kl: 2.3124873638153076 (2.263699806339924) | > loss_feat: 8.827383041381836 (8.693058520759317) | > loss_mel: 15.240777969360352 (15.683615119610538) | > loss_duration: 1.6360899209976196 (1.6401872528887642) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.86783790588379 (31.07123141412696) | > grad_norm_1: tensor(739.7365, device='cuda:0') (tensor(1131.1348, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.7828 (0.7502380800312424) | > loader_time: 0.0145 (0.011453140287490626)  --> TIME: 2025-02-19 23:12:10 -- STEP: 781/924 -- GLOBAL_STEP: 64200 | > loss_disc: 2.123046875 (2.2258170347054995) | > loss_disc_real_0: 0.10255707800388336 (0.1116252179077508) | > loss_disc_real_1: 0.21314269304275513 (0.19360398579384083) | > loss_disc_real_2: 0.21096287667751312 (0.20233126564688333) | > loss_disc_real_3: 0.1872628927230835 (0.20561118505980988) | > loss_disc_real_4: 0.18455760180950165 (0.21483232594177448) | > loss_disc_real_5: 0.17528551816940308 (0.20180256777322558) | > loss_0: 2.123046875 (2.2258170347054995) | > grad_norm_0: tensor(93.2010, device='cuda:0') (tensor(67.2586, device='cuda:0')) | > loss_gen: 3.100548267364502 (2.792304214838982) | > loss_kl: 2.3044004440307617 (2.265308386690331) | > loss_feat: 9.18212604522705 (8.69978566175841) | > loss_mel: 16.372821807861328 (15.69113362247599) | > loss_duration: 1.6292893886566162 (1.6403044891113203) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.58918380737305 (31.088836376859344) | > grad_norm_1: tensor(801.4843, device='cuda:0') (tensor(1124.9181, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.7182 (0.7504645199842856) | > loader_time: 0.0106 (0.01146864646833472)  --> TIME: 2025-02-19 23:12:48 -- STEP: 831/924 -- GLOBAL_STEP: 64250 | > loss_disc: 2.047124147415161 (2.2226275113802365) | > loss_disc_real_0: 0.06450088322162628 (0.10996665148833312) | > loss_disc_real_1: 0.18922816216945648 (0.19347491827216243) | > loss_disc_real_2: 0.20114563405513763 (0.20244560791482144) | > loss_disc_real_3: 0.21615809202194214 (0.20573697055361612) | > loss_disc_real_4: 0.22426702082157135 (0.2148727896017001) | > loss_disc_real_5: 0.23429255187511444 (0.20177703276366254) | > loss_0: 2.047124147415161 (2.2226275113802365) | > grad_norm_0: tensor(20.7885, device='cuda:0') (tensor(66.7498, device='cuda:0')) | > loss_gen: 3.018502950668335 (2.797217783945131) | > loss_kl: 2.182990789413452 (2.2669231517220223) | > loss_feat: 9.672011375427246 (8.71622055560958) | > loss_mel: 17.038352966308594 (15.702409947391882) | > loss_duration: 1.62620210647583 (1.6396332402521954) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.538063049316406 (31.12240467920774) | > grad_norm_1: tensor(454.4662, device='cuda:0') (tensor(1110.7529, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.7608 (0.7500097355687662) | > loader_time: 0.0111 (0.011457901138691273)  --> TIME: 2025-02-19 23:13:26 -- STEP: 881/924 -- GLOBAL_STEP: 64300 | > loss_disc: 2.145679473876953 (2.2204022870296503) | > loss_disc_real_0: 0.08921440690755844 (0.10881575396142806) | > loss_disc_real_1: 0.20288042724132538 (0.19355229310327704) | > loss_disc_real_2: 0.20733921229839325 (0.20244571228303387) | > loss_disc_real_3: 0.19627022743225098 (0.20566648501949325) | > loss_disc_real_4: 0.21681107580661774 (0.21481318447091927) | > loss_disc_real_5: 0.17113777995109558 (0.20170900787181406) | > loss_0: 2.145679473876953 (2.2204022870296503) | > grad_norm_0: tensor(51.4491, device='cuda:0') (tensor(66.4270, device='cuda:0')) | > loss_gen: 2.8419432640075684 (2.7995374611368504) | > loss_kl: 2.1947381496429443 (2.2687265235638896) | > loss_feat: 8.174466133117676 (8.726172500787856) | > loss_mel: 14.555376052856445 (15.692918916024631) | > loss_duration: 1.632976770401001 (1.63939518500944) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.399499893188477 (31.126750584493024) | > grad_norm_1: tensor(843.6242, device='cuda:0') (tensor(1095.6366, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.7465 (0.7499131550177273) | > loader_time: 0.0111 (0.011450873601179532)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.340700149536133 (2.340700149536133) | > loss_disc_real_0: 0.17135077714920044 (0.17135077714920044) | > loss_disc_real_1: 0.24244515597820282 (0.24244515597820282) | > loss_disc_real_2: 0.2913529872894287 (0.2913529872894287) | > loss_disc_real_3: 0.219747394323349 (0.219747394323349) | > loss_disc_real_4: 0.23584842681884766 (0.23584842681884766) | > loss_disc_real_5: 0.23983816802501678 (0.23983816802501678) | > loss_0: 2.340700149536133 (2.340700149536133) | > loss_gen: 2.845963954925537 (2.845963954925537) | > loss_kl: 2.1080405712127686 (2.1080405712127686) | > loss_feat: 7.32592248916626 (7.32592248916626) | > loss_mel: 14.109709739685059 (14.109709739685059) | > loss_duration: 1.6780449151992798 (1.6780449151992798) | > loss_1: 28.06768226623535 (28.06768226623535)  --> STEP: 1 | > loss_disc: 2.4820234775543213 (2.4820234775543213) | > loss_disc_real_0: 0.19517403841018677 (0.19517403841018677) | > loss_disc_real_1: 0.2539021074771881 (0.2539021074771881) | > loss_disc_real_2: 0.28886497020721436 (0.28886497020721436) | > loss_disc_real_3: 0.220345601439476 (0.220345601439476) | > loss_disc_real_4: 0.2444600909948349 (0.2444600909948349) | > loss_disc_real_5: 0.2625477910041809 (0.2625477910041809) | > loss_0: 2.4820234775543213 (2.4820234775543213) | > loss_gen: 2.6929543018341064 (2.6929543018341064) | > loss_kl: 2.156372547149658 (2.156372547149658) | > loss_feat: 6.510170936584473 (6.510170936584473) | > loss_mel: 13.325822830200195 (13.325822830200195) | > loss_duration: 1.6834981441497803 (1.6834981441497803) | > loss_1: 26.368820190429688 (26.368820190429688)  --> STEP: 2 | > loss_disc: 2.292654037475586 (2.3873387575149536) | > loss_disc_real_0: 0.17349891364574432 (0.18433647602796555) | > loss_disc_real_1: 0.23683953285217285 (0.24537082016468048) | > loss_disc_real_2: 0.2617548704147339 (0.2753099203109741) | > loss_disc_real_3: 0.22851237654685974 (0.22442898899316788) | > loss_disc_real_4: 0.22800922393798828 (0.2362346574664116) | > loss_disc_real_5: 0.27003052830696106 (0.266289159655571) | > loss_0: 2.292654037475586 (2.3873387575149536) | > loss_gen: 2.9976513385772705 (2.8453028202056885) | > loss_kl: 2.267761707305908 (2.212067127227783) | > loss_feat: 8.407376289367676 (7.458773612976074) | > loss_mel: 15.02787971496582 (14.176851272583008) | > loss_duration: 1.5787047147750854 (1.6311014294624329) | > loss_1: 30.279375076293945 (28.324097633361816)  --> STEP: 3 | > loss_disc: 2.328458786010742 (2.3677121003468833) | > loss_disc_real_0: 0.20082132518291473 (0.18983142574628195) | > loss_disc_real_1: 0.24430716037750244 (0.2450162669022878) | > loss_disc_real_2: 0.2740679085254669 (0.27489591638247174) | > loss_disc_real_3: 0.21861612796783447 (0.22249136865139008) | > loss_disc_real_4: 0.25545844435691833 (0.24264258642991385) | > loss_disc_real_5: 0.24477776885032654 (0.2591186960538228) | > loss_0: 2.328458786010742 (2.3677121003468833) | > loss_gen: 2.951549530029297 (2.880718390146891) | > loss_kl: 2.176422357559204 (2.200185537338257) | > loss_feat: 7.483070373535156 (7.466872533162435) | > loss_mel: 14.412683486938477 (14.255462010701498) | > loss_duration: 1.6690053939819336 (1.6437360843022664) | > loss_1: 28.692729949951172 (28.446975072224934)  --> STEP: 4 | > loss_disc: 2.477234125137329 (2.3950926065444946) | > loss_disc_real_0: 0.20795366168022156 (0.19436198472976685) | > loss_disc_real_1: 0.24780520796775818 (0.2457135021686554) | > loss_disc_real_2: 0.29129114747047424 (0.27899472415447235) | > loss_disc_real_3: 0.21622955799102783 (0.22092591598629951) | > loss_disc_real_4: 0.261422336101532 (0.24733752384781837) | > loss_disc_real_5: 0.2503063380718231 (0.2569156065583229) | > loss_0: 2.477234125137329 (2.3950926065444946) | > loss_gen: 2.7325327396392822 (2.843671977519989) | > loss_kl: 2.0385825634002686 (2.1597847938537598) | > loss_feat: 6.828679084777832 (7.307324171066284) | > loss_mel: 12.808422088623047 (13.893702030181885) | > loss_duration: 1.7644703388214111 (1.6739196479320526) | > loss_1: 26.172687530517578 (27.878403186798096)  --> STEP: 5 | > loss_disc: 2.278850793838501 (2.371844244003296) | > loss_disc_real_0: 0.16812708973884583 (0.18911500573158263) | > loss_disc_real_1: 0.25445032119750977 (0.24746086597442626) | > loss_disc_real_2: 0.2965430021286011 (0.2825043797492981) | > loss_disc_real_3: 0.25671812891960144 (0.2280843585729599) | > loss_disc_real_4: 0.19195495545864105 (0.2362610101699829) | > loss_disc_real_5: 0.25395265221595764 (0.25632301568984983) | > loss_0: 2.278850793838501 (2.371844244003296) | > loss_gen: 3.26171612739563 (2.927280807495117) | > loss_kl: 2.15502667427063 (2.1588331699371337) | > loss_feat: 8.773006439208984 (7.600460624694824) | > loss_mel: 16.05625343322754 (14.326212310791016) | > loss_duration: 1.5224378108978271 (1.6436232805252076) | > loss_1: 31.768442153930664 (28.65641098022461) --> EVAL PERFORMANCE | > avg_loader_time: 0.16190190315246583 (+0.010267305374145524) | > avg_loss_disc: 2.371844244003296 (+0.11645302772521982) | > avg_loss_disc_real_0: 0.18911500573158263 (+0.0871734246611595) | > avg_loss_disc_real_1: 0.24746086597442626 (-0.0245549887418747) | > avg_loss_disc_real_2: 0.2825043797492981 (+0.04470165371894835) | > avg_loss_disc_real_3: 0.2280843585729599 (+0.04506525993347166) | > avg_loss_disc_real_4: 0.2362610101699829 (+0.06438950300216675) | > avg_loss_disc_real_5: 0.25632301568984983 (+0.052054303884506214) | > avg_loss_0: 2.371844244003296 (+0.11645302772521982) | > avg_loss_gen: 2.927280807495117 (+0.30147686004638663) | > avg_loss_kl: 2.1588331699371337 (+0.23107275962829577) | > avg_loss_feat: 7.600460624694824 (+0.28889541625976545) | > avg_loss_mel: 14.326212310791016 (+0.7612333297729492) | > avg_loss_duration: 1.6436232805252076 (-0.002524065971374556) | > avg_loss_1: 28.65641098022461 (+1.5801548004150412)  > EPOCH: 20/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-19 23:14:07)   --> TIME: 2025-02-19 23:14:14 -- STEP: 7/924 -- GLOBAL_STEP: 64350 | > loss_disc: 2.4925379753112793 (2.1871723106929233) | > loss_disc_real_0: 0.07627598941326141 (0.08388820609876088) | > loss_disc_real_1: 0.1867905557155609 (0.19469348447663443) | > loss_disc_real_2: 0.19505049288272858 (0.20683305391243526) | > loss_disc_real_3: 0.18482112884521484 (0.20437724462577275) | > loss_disc_real_4: 0.217217817902565 (0.21811099776199885) | > loss_disc_real_5: 0.18432483077049255 (0.19234056770801544) | > loss_0: 2.4925379753112793 (2.1871723106929233) | > grad_norm_0: tensor(93.4077, device='cuda:0') (tensor(37.6312, device='cuda:0')) | > loss_gen: 2.2652838230133057 (2.7613576480320523) | > loss_kl: 2.0710153579711914 (2.275046178272792) | > loss_feat: 8.285575866699219 (8.783445085797991) | > loss_mel: 16.684307098388672 (15.753579548427037) | > loss_duration: 1.6149845123291016 (1.6133146115711756) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.921165466308594 (31.186742510114396) | > grad_norm_1: tensor(508.3476, device='cuda:0') (tensor(495.1093, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.7654 (0.7496555192129952) | > loader_time: 0.0155 (0.011478730610438756)  --> TIME: 2025-02-19 23:14:52 -- STEP: 57/924 -- GLOBAL_STEP: 64400 | > loss_disc: 2.3696117401123047 (2.2585972463875486) | > loss_disc_real_0: 0.15924349427223206 (0.11888195593890391) | > loss_disc_real_1: 0.18658702075481415 (0.19660450361276927) | > loss_disc_real_2: 0.19648364186286926 (0.20350379274602523) | > loss_disc_real_3: 0.21154478192329407 (0.2058179992855641) | > loss_disc_real_4: 0.2426125705242157 (0.21743593979300113) | > loss_disc_real_5: 0.2018561214208603 (0.20220208037317844) | > loss_0: 2.3696117401123047 (2.2585972463875486) | > grad_norm_0: tensor(57.9537, device='cuda:0') (tensor(74.3851, device='cuda:0')) | > loss_gen: 2.615116834640503 (2.7772876003332305) | > loss_kl: 2.242601156234741 (2.2917467669436813) | > loss_feat: 8.048521041870117 (8.576945472181887) | > loss_mel: 16.13385009765625 (15.546045202957956) | > loss_duration: 1.5982146263122559 (1.6325285351067258) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.638303756713867 (30.824553238718135) | > grad_norm_1: tensor(1472.9451, device='cuda:0') (tensor(818.8692, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.7714 (0.7429211557957163) | > loader_time: 0.0146 (0.011217326448674788)  --> TIME: 2025-02-19 23:15:30 -- STEP: 107/924 -- GLOBAL_STEP: 64450 | > loss_disc: 2.0374937057495117 (2.2459053714698722) | > loss_disc_real_0: 0.0731416866183281 (0.11935984110024488) | > loss_disc_real_1: 0.1716400682926178 (0.19481400853005526) | > loss_disc_real_2: 0.22110050916671753 (0.2035534443142258) | > loss_disc_real_3: 0.1792759895324707 (0.2052799102580436) | > loss_disc_real_4: 0.19320033490657806 (0.2160573346871082) | > loss_disc_real_5: 0.1595020294189453 (0.20339595992988516) | > loss_0: 2.0374937057495117 (2.2459053714698722) | > grad_norm_0: tensor(14.4506, device='cuda:0') (tensor(73.1907, device='cuda:0')) | > loss_gen: 2.855808734893799 (2.776528229223233) | > loss_kl: 2.2877511978149414 (2.2842207289187706) | > loss_feat: 9.528149604797363 (8.624091438043902) | > loss_mel: 16.326684951782227 (15.640614696752245) | > loss_duration: 1.5821330547332764 (1.63349874665804) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.580528259277344 (30.958953590036554) | > grad_norm_1: tensor(486.6739, device='cuda:0') (tensor(1056.7367, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.7401 (0.7432936196015257) | > loader_time: 0.0105 (0.011250618462250611)  --> TIME: 2025-02-19 23:16:08 -- STEP: 157/924 -- GLOBAL_STEP: 64500 | > loss_disc: 2.3322319984436035 (2.251297161837292) | > loss_disc_real_0: 0.1156206876039505 (0.11877943190989221) | > loss_disc_real_1: 0.18952299654483795 (0.1948000231556072) | > loss_disc_real_2: 0.20082306861877441 (0.2032412918889598) | > loss_disc_real_3: 0.22686557471752167 (0.20676818717816836) | > loss_disc_real_4: 0.23199501633644104 (0.216307956037248) | > loss_disc_real_5: 0.24187718331813812 (0.20475414898365166) | > loss_0: 2.3322319984436035 (2.251297161837292) | > grad_norm_0: tensor(84.1739, device='cuda:0') (tensor(72.7368, device='cuda:0')) | > loss_gen: 2.629025459289551 (2.7696271200848237) | > loss_kl: 2.4628705978393555 (2.2809682909850104) | > loss_feat: 7.778800010681152 (8.594912194901967) | > loss_mel: 15.248725891113281 (15.635017048781085) | > loss_duration: 1.6376516819000244 (1.6342358429720447) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.7570743560791 (30.914760322327826) | > grad_norm_1: tensor(1707.9498, device='cuda:0') (tensor(1138.2029, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.7415 (0.7438295327933728) | > loader_time: 0.0128 (0.011229832460925838)  --> TIME: 2025-02-19 23:16:46 -- STEP: 207/924 -- GLOBAL_STEP: 64550 | > loss_disc: 2.2357044219970703 (2.2538370158937235) | > loss_disc_real_0: 0.1510176658630371 (0.12154258154152672) | > loss_disc_real_1: 0.173998162150383 (0.19423874730361257) | > loss_disc_real_2: 0.21249818801879883 (0.20289049207588322) | > loss_disc_real_3: 0.20225782692432404 (0.2066900047703066) | > loss_disc_real_4: 0.2380969226360321 (0.2157156252918612) | > loss_disc_real_5: 0.21583233773708344 (0.20490414573662524) | > loss_0: 2.2357044219970703 (2.2538370158937235) | > grad_norm_0: tensor(106.8123, device='cuda:0') (tensor(78.8894, device='cuda:0')) | > loss_gen: 2.8413805961608887 (2.7566002313641533) | > loss_kl: 2.304429292678833 (2.2832747726624727) | > loss_feat: 8.274971961975098 (8.555446410524667) | > loss_mel: 15.268611907958984 (15.576847753662994) | > loss_duration: 1.6613885164260864 (1.6311824742146737) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.35078239440918 (30.80335147138955) | > grad_norm_1: tensor(1574.8789, device='cuda:0') (tensor(1279.6533, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.7312 (0.7443494002024331) | > loader_time: 0.0125 (0.01127886196265474)  --> TIME: 2025-02-19 23:17:24 -- STEP: 257/924 -- GLOBAL_STEP: 64600 | > loss_disc: 2.378997802734375 (2.251462155742867) | > loss_disc_real_0: 0.14246810972690582 (0.12308869293459658) | > loss_disc_real_1: 0.1852865219116211 (0.1937870735208348) | > loss_disc_real_2: 0.18187525868415833 (0.20172443771408688) | > loss_disc_real_3: 0.23286770284175873 (0.20619064273769291) | > loss_disc_real_4: 0.23941898345947266 (0.21500125718719765) | > loss_disc_real_5: 0.21823889017105103 (0.2050529056254064) | > loss_0: 2.378997802734375 (2.251462155742867) | > grad_norm_0: tensor(205.8961, device='cuda:0') (tensor(83.2959, device='cuda:0')) | > loss_gen: 2.772364616394043 (2.754672223955741) | > loss_kl: 2.321699619293213 (2.2769952084767695) | > loss_feat: 8.327524185180664 (8.537774896807237) | > loss_mel: 16.142627716064453 (15.523387656601486) | > loss_duration: 1.6494996547698975 (1.6318355515773195) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.213716506958008 (30.724665408004583) | > grad_norm_1: tensor(711.3526, device='cuda:0') (tensor(1366.9229, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.7913 (0.7454828919139816) | > loader_time: 0.0126 (0.011291349908257272)  --> TIME: 2025-02-19 23:18:02 -- STEP: 307/924 -- GLOBAL_STEP: 64650 | > loss_disc: 2.190471649169922 (2.2486810835642603) | > loss_disc_real_0: 0.06347392499446869 (0.12048070490093302) | > loss_disc_real_1: 0.19095414876937866 (0.19404099430245766) | > loss_disc_real_2: 0.21622121334075928 (0.2022177872615063) | > loss_disc_real_3: 0.20174424350261688 (0.20687171554720757) | > loss_disc_real_4: 0.19419355690479279 (0.2154162005803484) | > loss_disc_real_5: 0.19211916625499725 (0.20530174376521906) | > loss_0: 2.190471649169922 (2.2486810835642603) | > grad_norm_0: tensor(37.0526, device='cuda:0') (tensor(81.1503, device='cuda:0')) | > loss_gen: 2.675687313079834 (2.76013367882769) | > loss_kl: 2.1456139087677 (2.275729006587101) | > loss_feat: 8.151638984680176 (8.550995025261988) | > loss_mel: 15.10477066040039 (15.546210823307597) | > loss_duration: 1.6626951694488525 (1.6324115634352838) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.740406036376953 (30.765480029078184) | > grad_norm_1: tensor(533.4642, device='cuda:0') (tensor(1315.0913, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.7165 (0.7459782862896249) | > loader_time: 0.0121 (0.011317745482106158)  --> TIME: 2025-02-19 23:18:41 -- STEP: 357/924 -- GLOBAL_STEP: 64700 | > loss_disc: 2.160252809524536 (2.2465841372807818) | > loss_disc_real_0: 0.09738782048225403 (0.1183886182356198) | > loss_disc_real_1: 0.17540797591209412 (0.19445353654586303) | > loss_disc_real_2: 0.18252746760845184 (0.20240356311911634) | > loss_disc_real_3: 0.2050003707408905 (0.2065230399286714) | > loss_disc_real_4: 0.2477269023656845 (0.2154758358035101) | > loss_disc_real_5: 0.22142869234085083 (0.20520512250458162) | > loss_0: 2.160252809524536 (2.2465841372807818) | > grad_norm_0: tensor(81.3082, device='cuda:0') (tensor(80.8532, device='cuda:0')) | > loss_gen: 2.8187835216522217 (2.7674283654082066) | > loss_kl: 2.1633243560791016 (2.2730884127924087) | > loss_feat: 8.96453857421875 (8.572985689179236) | > loss_mel: 16.80668830871582 (15.56778197729287) | > loss_duration: 1.6652833223342896 (1.6330162714175478) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.418617248535156 (30.814300654649067) | > grad_norm_1: tensor(1017.1971, device='cuda:0') (tensor(1273.8943, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.7336 (0.7475248558514589) | > loader_time: 0.0134 (0.011378503313251572)  --> TIME: 2025-02-19 23:19:19 -- STEP: 407/924 -- GLOBAL_STEP: 64750 | > loss_disc: 2.238283634185791 (2.249812200848535) | > loss_disc_real_0: 0.10135702788829803 (0.11893552226410305) | > loss_disc_real_1: 0.1958186775445938 (0.19486317759796212) | > loss_disc_real_2: 0.21952681243419647 (0.20250605442160766) | > loss_disc_real_3: 0.22649528086185455 (0.20698301428219615) | > loss_disc_real_4: 0.2414707988500595 (0.21542293089613573) | > loss_disc_real_5: 0.2163185477256775 (0.20512855111527506) | > loss_0: 2.238283634185791 (2.249812200848535) | > grad_norm_0: tensor(27.0478, device='cuda:0') (tensor(80.2476, device='cuda:0')) | > loss_gen: 2.8725013732910156 (2.766069624875044) | > loss_kl: 2.0070793628692627 (2.27094149882436) | > loss_feat: 9.77147388458252 (8.564018026909604) | > loss_mel: 16.906879425048828 (15.56220397668037) | > loss_duration: 1.6250646114349365 (1.6330035301039783) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.18299865722656 (30.79623659119852) | > grad_norm_1: tensor(1756.3654, device='cuda:0') (tensor(1250.2449, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.7661 (0.7478472536260429) | > loader_time: 0.0131 (0.01138897668524515)  --> TIME: 2025-02-19 23:19:57 -- STEP: 457/924 -- GLOBAL_STEP: 64800 | > loss_disc: 2.321042060852051 (2.2500356727929804) | > loss_disc_real_0: 0.26867803931236267 (0.11933608577715099) | > loss_disc_real_1: 0.19149841368198395 (0.19468815820352778) | > loss_disc_real_2: 0.23948007822036743 (0.2028537942361519) | > loss_disc_real_3: 0.2118462473154068 (0.20703711734037172) | > loss_disc_real_4: 0.2151785045862198 (0.21558790459935462) | > loss_disc_real_5: 0.20921070873737335 (0.2046986340954737) | > loss_0: 2.321042060852051 (2.2500356727929804) | > grad_norm_0: tensor(105.2728, device='cuda:0') (tensor(79.6137, device='cuda:0')) | > loss_gen: 2.81864595413208 (2.7647893355763986) | > loss_kl: 2.184363603591919 (2.2649379026968037) | > loss_feat: 8.555782318115234 (8.564369128621642) | > loss_mel: 15.16364574432373 (15.59777707657094) | > loss_duration: 1.6531171798706055 (1.6328893088668384) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.375553131103516 (30.824762682424332) | > grad_norm_1: tensor(1273.4830, device='cuda:0') (tensor(1262.0646, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.7669 (0.7477556850508472) | > loader_time: 0.011 (0.011378002375429519)  --> TIME: 2025-02-19 23:20:36 -- STEP: 507/924 -- GLOBAL_STEP: 64850 | > loss_disc: 2.1421353816986084 (2.2491105174171846) | > loss_disc_real_0: 0.09843724220991135 (0.1197319307733746) | > loss_disc_real_1: 0.19286593794822693 (0.19441031380988205) | > loss_disc_real_2: 0.17659418284893036 (0.20249733710900333) | > loss_disc_real_3: 0.18960526585578918 (0.2070665483232551) | > loss_disc_real_4: 0.21911993622779846 (0.21546875628141257) | > loss_disc_real_5: 0.1784038543701172 (0.20465537658809912) | > loss_0: 2.1421353816986084 (2.2491105174171846) | > grad_norm_0: tensor(78.7454, device='cuda:0') (tensor(80.7874, device='cuda:0')) | > loss_gen: 2.7566375732421875 (2.76202482631691) | > loss_kl: 2.4042298793792725 (2.2642422253798666) | > loss_feat: 8.551264762878418 (8.564653558373683) | > loss_mel: 15.510344505310059 (15.614521423505373) | > loss_duration: 1.6664576530456543 (1.63307216440197) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.888935089111328 (30.838514139901488) | > grad_norm_1: tensor(696.6315, device='cuda:0') (tensor(1281.1111, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.7936 (0.7484436246770371) | > loader_time: 0.0137 (0.011382866187913884)  --> TIME: 2025-02-19 23:21:14 -- STEP: 557/924 -- GLOBAL_STEP: 64900 | > loss_disc: 2.3328332901000977 (2.2484385198921877) | > loss_disc_real_0: 0.22142097353935242 (0.11850307826655022) | > loss_disc_real_1: 0.17219284176826477 (0.19449140407024645) | > loss_disc_real_2: 0.18783265352249146 (0.20254337520102847) | > loss_disc_real_3: 0.20895148813724518 (0.20697956303505752) | > loss_disc_real_4: 0.2072565108537674 (0.2154529502137131) | > loss_disc_real_5: 0.18013164401054382 (0.20482198391076262) | > loss_0: 2.3328332901000977 (2.2484385198921877) | > grad_norm_0: tensor(111.8299, device='cuda:0') (tensor(80.2409, device='cuda:0')) | > loss_gen: 2.6719117164611816 (2.764423341682613) | > loss_kl: 2.262312650680542 (2.262573979059283) | > loss_feat: 8.144430160522461 (8.570779482808959) | > loss_mel: 16.575681686401367 (15.613051294638396) | > loss_duration: 1.6710096597671509 (1.633777431996549) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.325345993041992 (30.8446054646956) | > grad_norm_1: tensor(284.6277, device='cuda:0') (tensor(1258.6688, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.7615 (0.7483733719084378) | > loader_time: 0.0114 (0.011392197446292352)  --> TIME: 2025-02-19 23:21:52 -- STEP: 607/924 -- GLOBAL_STEP: 64950 | > loss_disc: 2.201493501663208 (2.249852774367102) | > loss_disc_real_0: 0.1173553541302681 (0.11848689546069066) | > loss_disc_real_1: 0.1989634782075882 (0.19462795700429897) | > loss_disc_real_2: 0.2121771275997162 (0.2027167127248288) | > loss_disc_real_3: 0.18367312848567963 (0.2071401401004053) | > loss_disc_real_4: 0.22013741731643677 (0.21554434493405034) | > loss_disc_real_5: 0.25044697523117065 (0.20522590055202533) | > loss_0: 2.201493501663208 (2.249852774367102) | > grad_norm_0: tensor(80.2378, device='cuda:0') (tensor(78.6095, device='cuda:0')) | > loss_gen: 2.810668706893921 (2.7623798254097918) | > loss_kl: 2.3357486724853516 (2.263218077639182) | > loss_feat: 10.295085906982422 (8.562154322911722) | > loss_mel: 17.629798889160156 (15.6015609791487) | > loss_duration: 1.5881010293960571 (1.6336044927405373) | > amp_scaler: 64.0 (64.0) | > loss_1: 34.659400939941406 (30.822917605153417) | > grad_norm_1: tensor(2486.9675, device='cuda:0') (tensor(1241.7577, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.7897 (0.7487729381297329) | > loader_time: 0.0112 (0.01137788252539847)  --> TIME: 2025-02-19 23:22:31 -- STEP: 657/924 -- GLOBAL_STEP: 65000 | > loss_disc: 2.405454158782959 (2.249951508128659) | > loss_disc_real_0: 0.25292763113975525 (0.11891922171268743) | > loss_disc_real_1: 0.19109979271888733 (0.1945865657095496) | > loss_disc_real_2: 0.18327221274375916 (0.20259162141761478) | > loss_disc_real_3: 0.21688924729824066 (0.2071089727557413) | > loss_disc_real_4: 0.20940519869327545 (0.21559471057520976) | > loss_disc_real_5: 0.22458721697330475 (0.2051901283420202) | > loss_0: 2.405454158782959 (2.249951508128659) | > grad_norm_0: tensor(112.4415, device='cuda:0') (tensor(79.5799, device='cuda:0')) | > loss_gen: 2.6509130001068115 (2.7612718548767483) | > loss_kl: 2.2314560413360596 (2.2604350813266167) | > loss_feat: 7.070040702819824 (8.55660734147605) | > loss_mel: 13.289102554321289 (15.59120889631762) | > loss_duration: 1.6230672597885132 (1.6333091139249067) | > amp_scaler: 128.0 (64.58447488584476) | > loss_1: 26.864580154418945 (30.802832218791433) | > grad_norm_1: tensor(1386.4032, device='cuda:0') (tensor(1259.5433, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.7207 (0.7488457949738525) | > loader_time: 0.0097 (0.011364031781526094) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_65000.pth  --> TIME: 2025-02-19 23:23:11 -- STEP: 707/924 -- GLOBAL_STEP: 65050 | > loss_disc: 2.0076351165771484 (2.2495258319833127) | > loss_disc_real_0: 0.08152858912944794 (0.11839952042439618) | > loss_disc_real_1: 0.21210668981075287 (0.19472203364719604) | > loss_disc_real_2: 0.20085138082504272 (0.2029637320459818) | > loss_disc_real_3: 0.1997736692428589 (0.2070923093311183) | > loss_disc_real_4: 0.18371127545833588 (0.2155199874998657) | > loss_disc_real_5: 0.19732587039470673 (0.20478532780515077) | > loss_0: 2.0076351165771484 (2.2495258319833127) | > grad_norm_0: tensor(37.7634, device='cuda:0') (tensor(79.4199, device='cuda:0')) | > loss_gen: 3.145981788635254 (2.7662121217692617) | > loss_kl: 2.1649482250213623 (2.261812239590258) | > loss_feat: 9.684039115905762 (8.579979575506536) | > loss_mel: 17.06510353088379 (15.62195085771013) | > loss_duration: 1.6434483528137207 (1.6334561514213708) | > amp_scaler: 128.0 (69.0693069306931) | > loss_1: 33.703521728515625 (30.863410898448723) | > grad_norm_1: tensor(969.3206, device='cuda:0') (tensor(1243.0990, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.7622 (0.7490002373826216) | > loader_time: 0.0102 (0.011370649094966042)  --> TIME: 2025-02-19 23:23:50 -- STEP: 757/924 -- GLOBAL_STEP: 65100 | > loss_disc: 2.209620952606201 (2.247182366397609) | > loss_disc_real_0: 0.13087882101535797 (0.1180311382294213) | > loss_disc_real_1: 0.18520984053611755 (0.19437535921089566) | > loss_disc_real_2: 0.21215257048606873 (0.20271235474113444) | > loss_disc_real_3: 0.19639484584331512 (0.20691685675787327) | > loss_disc_real_4: 0.18296074867248535 (0.21542701518834823) | > loss_disc_real_5: 0.2517637014389038 (0.20472280222484576) | > loss_0: 2.209620952606201 (2.247182366397609) | > grad_norm_0: tensor(112.8274, device='cuda:0') (tensor(78.4036, device='cuda:0')) | > loss_gen: 2.9284427165985107 (2.7664386158417846) | > loss_kl: 2.325525999069214 (2.264281475559724) | > loss_feat: 8.737099647521973 (8.588362298836966) | > loss_mel: 15.916450500488281 (15.633612558422818) | > loss_duration: 1.6362614631652832 (1.6334820371637893) | > amp_scaler: 128.0 (72.96169088507264) | > loss_1: 31.543779373168945 (30.88617692944868) | > grad_norm_1: tensor(1049.7690, device='cuda:0') (tensor(1244.5349, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.7734 (0.7493464512113219) | > loader_time: 0.011 (0.011361613456292701)  --> TIME: 2025-02-19 23:24:28 -- STEP: 807/924 -- GLOBAL_STEP: 65150 | > loss_disc: 2.328709840774536 (2.2446315908963768) | > loss_disc_real_0: 0.09698954969644547 (0.11621626465358625) | > loss_disc_real_1: 0.16619259119033813 (0.19439120946135818) | > loss_disc_real_2: 0.20303700864315033 (0.20286424801473738) | > loss_disc_real_3: 0.20248964428901672 (0.20684403461742282) | > loss_disc_real_4: 0.22672457993030548 (0.2154584240994637) | > loss_disc_real_5: 0.20636239647865295 (0.20464128894729086) | > loss_0: 2.328709840774536 (2.2446315908963768) | > grad_norm_0: tensor(58.6297, device='cuda:0') (tensor(77.1100, device='cuda:0')) | > loss_gen: 2.7041819095611572 (2.7701037952300203) | > loss_kl: 2.440225124359131 (2.265620160280106) | > loss_feat: 7.540584087371826 (8.595431444222472) | > loss_mel: 14.788009643554688 (15.622645420655886) | > loss_duration: 1.5913708209991455 (1.633712812574971) | > amp_scaler: 128.0 (76.37174721189594) | > loss_1: 29.06437110900879 (30.88751357313721) | > grad_norm_1: tensor(1042.7700, device='cuda:0') (tensor(1220.9271, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.755 (0.749083311584359) | > loader_time: 0.011 (0.011339513490338899)  --> TIME: 2025-02-19 23:25:06 -- STEP: 857/924 -- GLOBAL_STEP: 65200 | > loss_disc: 2.094449281692505 (2.2424031868837786) | > loss_disc_real_0: 0.080842025578022 (0.11546936880931902) | > loss_disc_real_1: 0.2070537656545639 (0.19449879210811796) | > loss_disc_real_2: 0.23795801401138306 (0.20285148115322232) | > loss_disc_real_3: 0.21342769265174866 (0.2066651645487081) | > loss_disc_real_4: 0.2051256000995636 (0.21547208637729412) | > loss_disc_real_5: 0.17635788023471832 (0.20429506633635017) | > loss_0: 2.094449281692505 (2.2424031868837786) | > grad_norm_0: tensor(69.5566, device='cuda:0') (tensor(76.3969, device='cuda:0')) | > loss_gen: 2.8777003288269043 (2.771069618478818) | > loss_kl: 2.1881532669067383 (2.2675013193032547) | > loss_feat: 8.655139923095703 (8.604062454842378) | > loss_mel: 15.984051704406738 (15.624595090138314) | > loss_duration: 1.606812596321106 (1.6336707558348136) | > amp_scaler: 128.0 (79.38389731621938) | > loss_1: 31.311859130859375 (30.90089917711505) | > grad_norm_1: tensor(1517.6758, device='cuda:0') (tensor(1218.1210, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.7851 (0.7494379016315366) | > loader_time: 0.0113 (0.01131351102608644)  --> TIME: 2025-02-19 23:25:44 -- STEP: 907/924 -- GLOBAL_STEP: 65250 | > loss_disc: 2.2557902336120605 (2.240937066183328) | > loss_disc_real_0: 0.10321944206953049 (0.11580532483033663) | > loss_disc_real_1: 0.15096352994441986 (0.19412405194987806) | > loss_disc_real_2: 0.166744664311409 (0.20251306311495393) | > loss_disc_real_3: 0.21272556483745575 (0.20649119795945933) | > loss_disc_real_4: 0.2500583827495575 (0.21535009797970545) | > loss_disc_real_5: 0.20442508161067963 (0.20437816554288216) | > loss_0: 2.2557902336120605 (2.240937066183328) | > grad_norm_0: tensor(59.5611, device='cuda:0') (tensor(76.9883, device='cuda:0')) | > loss_gen: 2.8281290531158447 (2.7716869653388456) | > loss_kl: 2.366771697998047 (2.267720934705933) | > loss_feat: 8.597274780273438 (8.61622502969409) | > loss_mel: 15.981184959411621 (15.64008299229295) | > loss_duration: 1.6419503688812256 (1.6336896213176106) | > amp_scaler: 64.0 (81.71113561190738) | > loss_1: 31.415311813354492 (30.929405487884893) | > grad_norm_1: tensor(2097.8684, device='cuda:0') (tensor(1234.0336, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.7348 (0.7491782476515595) | > loader_time: 0.0116 (0.01133054146561628)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2519123554229736 (2.2519123554229736) | > loss_disc_real_0: 0.1446317881345749 (0.1446317881345749) | > loss_disc_real_1: 0.20394781231880188 (0.20394781231880188) | > loss_disc_real_2: 0.19491606950759888 (0.19491606950759888) | > loss_disc_real_3: 0.1924760788679123 (0.1924760788679123) | > loss_disc_real_4: 0.17277184128761292 (0.17277184128761292) | > loss_disc_real_5: 0.2311086803674698 (0.2311086803674698) | > loss_0: 2.2519123554229736 (2.2519123554229736) | > loss_gen: 2.598255157470703 (2.598255157470703) | > loss_kl: 2.117558717727661 (2.117558717727661) | > loss_feat: 7.493649959564209 (7.493649959564209) | > loss_mel: 14.081789016723633 (14.081789016723633) | > loss_duration: 1.6840848922729492 (1.6840848922729492) | > loss_1: 27.975337982177734 (27.975337982177734)  --> STEP: 1 | > loss_disc: 2.2064199447631836 (2.2064199447631836) | > loss_disc_real_0: 0.15035150945186615 (0.15035150945186615) | > loss_disc_real_1: 0.20201677083969116 (0.20201677083969116) | > loss_disc_real_2: 0.1847504824399948 (0.1847504824399948) | > loss_disc_real_3: 0.20464646816253662 (0.20464646816253662) | > loss_disc_real_4: 0.18487800657749176 (0.18487800657749176) | > loss_disc_real_5: 0.23414979875087738 (0.23414979875087738) | > loss_0: 2.2064199447631836 (2.2064199447631836) | > loss_gen: 2.7390220165252686 (2.7390220165252686) | > loss_kl: 2.121934413909912 (2.121934413909912) | > loss_feat: 8.31741714477539 (8.31741714477539) | > loss_mel: 14.927515029907227 (14.927515029907227) | > loss_duration: 1.6949422359466553 (1.6949422359466553) | > loss_1: 29.800830841064453 (29.800830841064453)  --> STEP: 2 | > loss_disc: 2.219430923461914 (2.212925434112549) | > loss_disc_real_0: 0.13675160706043243 (0.1435515582561493) | > loss_disc_real_1: 0.20838172733783722 (0.2051992490887642) | > loss_disc_real_2: 0.1843968629837036 (0.1845736727118492) | > loss_disc_real_3: 0.196682408452034 (0.2006644383072853) | > loss_disc_real_4: 0.19125431776046753 (0.18806616216897964) | > loss_disc_real_5: 0.211155503988266 (0.22265265136957169) | > loss_0: 2.219430923461914 (2.212925434112549) | > loss_gen: 2.6212363243103027 (2.6801291704177856) | > loss_kl: 2.1071319580078125 (2.1145331859588623) | > loss_feat: 8.0620756149292 (8.189746379852295) | > loss_mel: 14.293575286865234 (14.61054515838623) | > loss_duration: 1.5672974586486816 (1.6311198472976685) | > loss_1: 28.651317596435547 (29.22607421875)  --> STEP: 3 | > loss_disc: 2.147388458251953 (2.19107977549235) | > loss_disc_real_0: 0.13542455434799194 (0.14084255695343018) | > loss_disc_real_1: 0.21033380925655365 (0.206910769144694) | > loss_disc_real_2: 0.16992086172103882 (0.17968940238157907) | > loss_disc_real_3: 0.1854850798845291 (0.19560465216636658) | > loss_disc_real_4: 0.16404412686824799 (0.18005881706873575) | > loss_disc_real_5: 0.23582395911216736 (0.22704308728377023) | > loss_0: 2.147388458251953 (2.19107977549235) | > loss_gen: 2.718402147293091 (2.6928868293762207) | > loss_kl: 2.2117104530334473 (2.146925608317057) | > loss_feat: 7.944517135620117 (8.108003298441568) | > loss_mel: 14.24460220336914 (14.488564173380533) | > loss_duration: 1.6665208339691162 (1.6429201761881511) | > loss_1: 28.78575325012207 (29.07930056254069)  --> STEP: 4 | > loss_disc: 2.2316737174987793 (2.2012282609939575) | > loss_disc_real_0: 0.12249203026294708 (0.1362549252808094) | > loss_disc_real_1: 0.21130847930908203 (0.20801019668579102) | > loss_disc_real_2: 0.1632804572582245 (0.17558716610074043) | > loss_disc_real_3: 0.20172838866710663 (0.1971355862915516) | > loss_disc_real_4: 0.18096430599689484 (0.18028518930077553) | > loss_disc_real_5: 0.2292623221874237 (0.2275978960096836) | > loss_0: 2.2316737174987793 (2.2012282609939575) | > loss_gen: 2.6538333892822266 (2.683123469352722) | > loss_kl: 2.263545036315918 (2.1760804653167725) | > loss_feat: 8.626165390014648 (8.237543821334839) | > loss_mel: 15.056286811828613 (14.630494832992554) | > loss_duration: 1.7645518779754639 (1.6733281016349792) | > loss_1: 30.364381790161133 (29.4005708694458)  --> STEP: 5 | > loss_disc: 2.242673635482788 (2.2095173358917237) | > loss_disc_real_0: 0.12378774583339691 (0.1337614893913269) | > loss_disc_real_1: 0.2522127330303192 (0.21685070395469666) | > loss_disc_real_2: 0.1422101855278015 (0.16891176998615265) | > loss_disc_real_3: 0.27738112211227417 (0.2131846934556961) | > loss_disc_real_4: 0.18774111568927765 (0.18177637457847595) | > loss_disc_real_5: 0.22404715418815613 (0.2268877476453781) | > loss_0: 2.242673635482788 (2.2095173358917237) | > loss_gen: 2.774433135986328 (2.7013854026794433) | > loss_kl: 1.9011242389678955 (2.121089220046997) | > loss_feat: 8.002159118652344 (8.19046688079834) | > loss_mel: 14.305684089660645 (14.565532684326172) | > loss_duration: 1.5520126819610596 (1.6490650177001953) | > loss_1: 28.53541374206543 (29.227539443969725) --> EVAL PERFORMANCE | > avg_loader_time: 0.1589353561401367 (-0.0029665470123291238) | > avg_loss_disc: 2.2095173358917237 (-0.16232690811157235) | > avg_loss_disc_real_0: 0.1337614893913269 (-0.05535351634025573) | > avg_loss_disc_real_1: 0.21685070395469666 (-0.030610162019729603) | > avg_loss_disc_real_2: 0.16891176998615265 (-0.11359260976314545) | > avg_loss_disc_real_3: 0.2131846934556961 (-0.014899665117263788) | > avg_loss_disc_real_4: 0.18177637457847595 (-0.05448463559150696) | > avg_loss_disc_real_5: 0.2268877476453781 (-0.02943526804447172) | > avg_loss_0: 2.2095173358917237 (-0.16232690811157235) | > avg_loss_gen: 2.7013854026794433 (-0.22589540481567383) | > avg_loss_kl: 2.121089220046997 (-0.03774394989013663) | > avg_loss_feat: 8.19046688079834 (+0.590006256103516) | > avg_loss_mel: 14.565532684326172 (+0.2393203735351559) | > avg_loss_duration: 1.6490650177001953 (+0.0054417371749877486) | > avg_loss_1: 29.227539443969725 (+0.5711284637451151)  > EPOCH: 21/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-19 23:26:05)   --> TIME: 2025-02-19 23:26:32 -- STEP: 33/924 -- GLOBAL_STEP: 65300 | > loss_disc: 1.974407434463501 (2.215935425324873) | > loss_disc_real_0: 0.027853073552250862 (0.10989076683692861) | > loss_disc_real_1: 0.23348011076450348 (0.1964778466658159) | > loss_disc_real_2: 0.18054118752479553 (0.20214220610531894) | > loss_disc_real_3: 0.17980225384235382 (0.20345195721496234) | > loss_disc_real_4: 0.21826361119747162 (0.2146928585839994) | > loss_disc_real_5: 0.22250255942344666 (0.20175456097631744) | > loss_0: 1.974407434463501 (2.215935425324873) | > grad_norm_0: tensor(11.9235, device='cuda:0') (tensor(61.6448, device='cuda:0')) | > loss_gen: 3.1517326831817627 (2.8076286243669917) | > loss_kl: 2.298170804977417 (2.3275280071027353) | > loss_feat: 9.987595558166504 (8.692535400390625) | > loss_mel: 16.55301284790039 (15.666346029801803) | > loss_duration: 1.6411141157150269 (1.6310661958925652) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.63162612915039 (31.125104037198152) | > grad_norm_1: tensor(483.5683, device='cuda:0') (tensor(1002.6409, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.7297 (0.7451978741270123) | > loader_time: 0.0139 (0.011832728530421402)  --> TIME: 2025-02-19 23:27:10 -- STEP: 83/924 -- GLOBAL_STEP: 65350 | > loss_disc: 2.685539960861206 (2.212987664234207) | > loss_disc_real_0: 0.056636009365320206 (0.10190733764545028) | > loss_disc_real_1: 0.1750289648771286 (0.19361569561872138) | > loss_disc_real_2: 0.21203075349330902 (0.20238874403827162) | > loss_disc_real_3: 0.18280774354934692 (0.20377334862588403) | > loss_disc_real_4: 0.23648586869239807 (0.21540244067289743) | > loss_disc_real_5: 0.1611194759607315 (0.20273353518491768) | > loss_0: 2.685539960861206 (2.212987664234207) | > grad_norm_0: tensor(63.1596, device='cuda:0') (tensor(57.9949, device='cuda:0')) | > loss_gen: 2.254385471343994 (2.807227154812181) | > loss_kl: 2.3454840183258057 (2.29250474148486) | > loss_feat: 7.4015374183654785 (8.718883060547249) | > loss_mel: 15.772957801818848 (15.594987961183111) | > loss_duration: 1.637982726097107 (1.6364275001617803) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.4123477935791 (31.050030650862727) | > grad_norm_1: tensor(1106.8733, device='cuda:0') (tensor(985.8256, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.7257 (0.745581997446267) | > loader_time: 0.0096 (0.01167990500668445)  --> TIME: 2025-02-19 23:27:48 -- STEP: 133/924 -- GLOBAL_STEP: 65400 | > loss_disc: 2.0542972087860107 (2.2075901022531035) | > loss_disc_real_0: 0.08501072227954865 (0.09770666337326954) | > loss_disc_real_1: 0.1743110716342926 (0.19433743075320595) | > loss_disc_real_2: 0.17820623517036438 (0.20169831868401147) | > loss_disc_real_3: 0.2002985179424286 (0.20568522217130306) | > loss_disc_real_4: 0.2133846879005432 (0.21457787788003907) | > loss_disc_real_5: 0.2085389941930771 (0.2056970585109596) | > loss_0: 2.0542972087860107 (2.2075901022531035) | > grad_norm_0: tensor(46.8426, device='cuda:0') (tensor(56.4283, device='cuda:0')) | > loss_gen: 2.9656763076782227 (2.8215387745907434) | > loss_kl: 2.177218198776245 (2.278195391920276) | > loss_feat: 8.704198837280273 (8.768134002398732) | > loss_mel: 15.877413749694824 (15.720055142739662) | > loss_duration: 1.6141489744186401 (1.6375774440908792) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.338655471801758 (31.22550098161052) | > grad_norm_1: tensor(485.4744, device='cuda:0') (tensor(925.8445, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.7153 (0.7424453254929162) | > loader_time: 0.0097 (0.011378942575669826)  --> TIME: 2025-02-19 23:28:27 -- STEP: 183/924 -- GLOBAL_STEP: 65450 | > loss_disc: 2.042527198791504 (2.219345479715066) | > loss_disc_real_0: 0.09614833444356918 (0.10357058451312487) | > loss_disc_real_1: 0.16303914785385132 (0.19441582751078693) | > loss_disc_real_2: 0.18616993725299835 (0.20138023337705538) | > loss_disc_real_3: 0.1766422688961029 (0.20653679828500487) | > loss_disc_real_4: 0.20219798386096954 (0.21456259269206251) | > loss_disc_real_5: 0.15916718542575836 (0.2051097833719409) | > loss_0: 2.042527198791504 (2.219345479715066) | > grad_norm_0: tensor(62.4118, device='cuda:0') (tensor(60.8629, device='cuda:0')) | > loss_gen: 2.883373260498047 (2.7973644042927046) | > loss_kl: 2.181316375732422 (2.2869729839387483) | > loss_feat: 10.132943153381348 (8.69340373388405) | > loss_mel: 16.144073486328125 (15.648617541203734) | > loss_duration: 1.64365816116333 (1.636105385634417) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.9853630065918 (31.06246417728278) | > grad_norm_1: tensor(794.1245, device='cuda:0') (tensor(989.9016, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.7241 (0.7464655383688507) | > loader_time: 0.0129 (0.01128166099715102)  --> TIME: 2025-02-19 23:29:05 -- STEP: 233/924 -- GLOBAL_STEP: 65500 | > loss_disc: 2.234001398086548 (2.2293396415628597) | > loss_disc_real_0: 0.1684526950120926 (0.10684547606903597) | > loss_disc_real_1: 0.19464877247810364 (0.1946297905731611) | > loss_disc_real_2: 0.21258260309696198 (0.20292518642838933) | > loss_disc_real_3: 0.1934540569782257 (0.20710119534715563) | > loss_disc_real_4: 0.21602220833301544 (0.21489343104700162) | > loss_disc_real_5: 0.20676298439502716 (0.20510276122410404) | > loss_0: 2.234001398086548 (2.2293396415628597) | > grad_norm_0: tensor(117.6379, device='cuda:0') (tensor(64.6958, device='cuda:0')) | > loss_gen: 2.794250011444092 (2.7959803777702876) | > loss_kl: 2.3404276371002197 (2.2978615095687016) | > loss_feat: 9.18817138671875 (8.692850419891746) | > loss_mel: 17.01429557800293 (15.661791584522428) | > loss_duration: 1.6377735137939453 (1.6365299214620959) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.974918365478516 (31.085013933959438) | > grad_norm_1: tensor(1123.1709, device='cuda:0') (tensor(994.3332, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.7235 (0.7475575827733643) | > loader_time: 0.0091 (0.011305162323390973)  --> TIME: 2025-02-19 23:29:43 -- STEP: 283/924 -- GLOBAL_STEP: 65550 | > loss_disc: 2.1898398399353027 (2.229364943588581) | > loss_disc_real_0: 0.09517822414636612 (0.10880144149749524) | > loss_disc_real_1: 0.2146582007408142 (0.19401058775797336) | > loss_disc_real_2: 0.21067342162132263 (0.20227211250433227) | > loss_disc_real_3: 0.21056829392910004 (0.20659796556609258) | > loss_disc_real_4: 0.21497774124145508 (0.21482316165004098) | > loss_disc_real_5: 0.14129531383514404 (0.20473434768169588) | > loss_0: 2.1898398399353027 (2.229364943588581) | > grad_norm_0: tensor(52.2798, device='cuda:0') (tensor(65.3664, device='cuda:0')) | > loss_gen: 2.8389739990234375 (2.7854242661816486) | > loss_kl: 2.3021771907806396 (2.2912157053661) | > loss_feat: 9.13101577758789 (8.669830516033372) | > loss_mel: 16.42135238647461 (15.60924205173452) | > loss_duration: 1.6320806741714478 (1.636929927360885) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.325599670410156 (30.992642540813755) | > grad_norm_1: tensor(2002.7662, device='cuda:0') (tensor(1087.6569, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.7487 (0.7473000098454239) | > loader_time: 0.0104 (0.011252527944611996)  --> TIME: 2025-02-19 23:30:21 -- STEP: 333/924 -- GLOBAL_STEP: 65600 | > loss_disc: 2.364161968231201 (2.230310266082353) | > loss_disc_real_0: 0.14201948046684265 (0.10883463313942915) | > loss_disc_real_1: 0.21064244210720062 (0.1941183327107101) | > loss_disc_real_2: 0.21949248015880585 (0.2026415140152693) | > loss_disc_real_3: 0.1844734251499176 (0.20662998401366914) | > loss_disc_real_4: 0.1933669000864029 (0.21523362031212082) | > loss_disc_real_5: 0.17754200100898743 (0.20467674571114616) | > loss_0: 2.364161968231201 (2.230310266082353) | > grad_norm_0: tensor(92.3335, device='cuda:0') (tensor(66.4871, device='cuda:0')) | > loss_gen: 2.4283645153045654 (2.7853345205117974) | > loss_kl: 2.2297518253326416 (2.2880853153205836) | > loss_feat: 7.70638370513916 (8.649147397405033) | > loss_mel: 14.529765129089355 (15.582260335171902) | > loss_duration: 1.6537859439849854 (1.6367944192599964) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.548049926757812 (30.941622089695286) | > grad_norm_1: tensor(1312.5520, device='cuda:0') (tensor(1078.3396, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.6878 (0.7482196489969889) | > loader_time: 0.0104 (0.011229981889237866)  --> TIME: 2025-02-19 23:31:00 -- STEP: 383/924 -- GLOBAL_STEP: 65650 | > loss_disc: 2.1768956184387207 (2.2351694082155573) | > loss_disc_real_0: 0.13579975068569183 (0.11121239759241944) | > loss_disc_real_1: 0.19127236306667328 (0.19396735439879473) | > loss_disc_real_2: 0.17408189177513123 (0.2025743448625345) | > loss_disc_real_3: 0.18525667488574982 (0.2070638572811769) | > loss_disc_real_4: 0.20327526330947876 (0.2153477097615872) | > loss_disc_real_5: 0.1610933542251587 (0.20470267491458913) | > loss_0: 2.1768956184387207 (2.2351694082155573) | > grad_norm_0: tensor(40.2018, device='cuda:0') (tensor(67.5815, device='cuda:0')) | > loss_gen: 2.95285701751709 (2.7797444918759475) | > loss_kl: 2.2228777408599854 (2.283520840478003) | > loss_feat: 9.750665664672852 (8.631160079966017) | > loss_mel: 16.307981491088867 (15.582328350674702) | > loss_duration: 1.731332778930664 (1.6376244424217363) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.96571350097656 (30.914378278249238) | > grad_norm_1: tensor(407.9386, device='cuda:0') (tensor(1113.0077, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.7411 (0.74861794974723) | > loader_time: 0.0102 (0.011211102687347645)  --> TIME: 2025-02-19 23:31:38 -- STEP: 433/924 -- GLOBAL_STEP: 65700 | > loss_disc: 2.191800594329834 (2.232315539763103) | > loss_disc_real_0: 0.09149039536714554 (0.10869508836306546) | > loss_disc_real_1: 0.17057393491268158 (0.19413443811358266) | > loss_disc_real_2: 0.20506028831005096 (0.2025536605722634) | > loss_disc_real_3: 0.17049701511859894 (0.2069171597927327) | > loss_disc_real_4: 0.16474217176437378 (0.21558892991884201) | > loss_disc_real_5: 0.17236295342445374 (0.2049796771576443) | > loss_0: 2.191800594329834 (2.232315539763103) | > grad_norm_0: tensor(28.0916, device='cuda:0') (tensor(65.4613, device='cuda:0')) | > loss_gen: 2.559063673019409 (2.7804143417790064) | > loss_kl: 2.2814509868621826 (2.280015700683857) | > loss_feat: 7.96973991394043 (8.63196126748453) | > loss_mel: 13.732280731201172 (15.572100985132794) | > loss_duration: 1.656831979751587 (1.637872314343001) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.199365615844727 (30.902364638330756) | > grad_norm_1: tensor(447.7781, device='cuda:0') (tensor(1084.7191, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.72 (0.7490056508132547) | > loader_time: 0.0103 (0.011223437879707735)  --> TIME: 2025-02-19 23:32:17 -- STEP: 483/924 -- GLOBAL_STEP: 65750 | > loss_disc: 2.0626883506774902 (2.22894038127323) | > loss_disc_real_0: 0.08760108798742294 (0.10744414258725155) | > loss_disc_real_1: 0.20354388654232025 (0.19392254812870466) | > loss_disc_real_2: 0.1780478060245514 (0.20260848376444898) | > loss_disc_real_3: 0.21388307213783264 (0.20707399347183866) | > loss_disc_real_4: 0.17147067189216614 (0.2155059131776324) | > loss_disc_real_5: 0.16545769572257996 (0.20454987504097247) | > loss_0: 2.0626883506774902 (2.22894038127323) | > grad_norm_0: tensor(31.8465, device='cuda:0') (tensor(64.6815, device='cuda:0')) | > loss_gen: 2.8726704120635986 (2.7855320327276996) | > loss_kl: 2.074187755584717 (2.2770161137571) | > loss_feat: 8.598809242248535 (8.65704474340561) | > loss_mel: 15.232455253601074 (15.602843051618176) | > loss_duration: 1.6127002239227295 (1.6377016165241691) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.390823364257812 (30.960137582466963) | > grad_norm_1: tensor(763.2454, device='cuda:0') (tensor(1075.0016, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.7578 (0.7499656692054701) | > loader_time: 0.0107 (0.011217640053411443)  --> TIME: 2025-02-19 23:32:55 -- STEP: 533/924 -- GLOBAL_STEP: 65800 | > loss_disc: 2.2048227787017822 (2.2292034444844777) | > loss_disc_real_0: 0.09214403480291367 (0.10657241862218331) | > loss_disc_real_1: 0.18528175354003906 (0.19408481991648904) | > loss_disc_real_2: 0.1898796707391739 (0.20303441986693227) | > loss_disc_real_3: 0.21635989844799042 (0.20745174916667294) | > loss_disc_real_4: 0.2195257544517517 (0.2158738523162552) | > loss_disc_real_5: 0.17010851204395294 (0.20451734789540577) | > loss_0: 2.2048227787017822 (2.2292034444844777) | > grad_norm_0: tensor(38.1898, device='cuda:0') (tensor(64.5395, device='cuda:0')) | > loss_gen: 2.5474720001220703 (2.7860210733610495) | > loss_kl: 2.26016902923584 (2.276401621092104) | > loss_feat: 8.001774787902832 (8.66406585843657) | > loss_mel: 15.1038236618042 (15.60154500642816) | > loss_duration: 1.675534963607788 (1.6376716956412367) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.588775634765625 (30.96570529186256) | > grad_norm_1: tensor(518.0729, device='cuda:0') (tensor(1057.9678, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.7271 (0.7494137573421114) | > loader_time: 0.0094 (0.01117885314053934)  --> TIME: 2025-02-19 23:33:33 -- STEP: 583/924 -- GLOBAL_STEP: 65850 | > loss_disc: 2.07688570022583 (2.228793606136515) | > loss_disc_real_0: 0.1148294135928154 (0.10675672749073385) | > loss_disc_real_1: 0.18191657960414886 (0.1940379284616196) | > loss_disc_real_2: 0.21415697038173676 (0.20280562106066255) | > loss_disc_real_3: 0.18185527622699738 (0.20729835875856334) | > loss_disc_real_4: 0.18227311968803406 (0.21587118547326703) | > loss_disc_real_5: 0.20507170259952545 (0.20449134845471909) | > loss_0: 2.07688570022583 (2.228793606136515) | > grad_norm_0: tensor(47.0206, device='cuda:0') (tensor(64.8255, device='cuda:0')) | > loss_gen: 3.1772704124450684 (2.788643105361308) | > loss_kl: 2.302858352661133 (2.2768804505595206) | > loss_feat: 9.797368049621582 (8.664970915681502) | > loss_mel: 16.426603317260742 (15.580381126796402) | > loss_duration: 1.634246826171875 (1.6374884426696017) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.338348388671875 (30.94836409096039) | > grad_norm_1: tensor(516.0851, device='cuda:0') (tensor(1045.7875, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.7528 (0.7496885778973483) | > loader_time: 0.012 (0.01118385525960251)  --> TIME: 2025-02-19 23:34:11 -- STEP: 633/924 -- GLOBAL_STEP: 65900 | > loss_disc: 2.315821409225464 (2.227110207739979) | > loss_disc_real_0: 0.07923363894224167 (0.10623260662195054) | > loss_disc_real_1: 0.19884082674980164 (0.19414726678888194) | > loss_disc_real_2: 0.17089669406414032 (0.20280758579854527) | > loss_disc_real_3: 0.1836996078491211 (0.20699146898436893) | > loss_disc_real_4: 0.22235755622386932 (0.21571884811583666) | > loss_disc_real_5: 0.19554419815540314 (0.20428657993132845) | > loss_0: 2.315821409225464 (2.227110207739979) | > grad_norm_0: tensor(36.4245, device='cuda:0') (tensor(64.6864, device='cuda:0')) | > loss_gen: 2.4397785663604736 (2.790777323935267) | > loss_kl: 2.1389315128326416 (2.275833248338803) | > loss_feat: 8.24638843536377 (8.675502493106547) | > loss_mel: 14.83767318725586 (15.589869151183214) | > loss_duration: 1.6612449884414673 (1.6370940677362595) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.324016571044922 (30.969076304262472) | > grad_norm_1: tensor(1419.9681, device='cuda:0') (tensor(1037.8175, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.7426 (0.7494462749216041) | > loader_time: 0.0135 (0.011188304066469694)  --> TIME: 2025-02-19 23:34:50 -- STEP: 683/924 -- GLOBAL_STEP: 65950 | > loss_disc: 1.9245035648345947 (2.225084462940783) | > loss_disc_real_0: 0.03396093100309372 (0.10540926562264932) | > loss_disc_real_1: 0.2047397345304489 (0.19409053775960494) | > loss_disc_real_2: 0.20698674023151398 (0.20283705685533157) | > loss_disc_real_3: 0.1673394739627838 (0.2070597556813745) | > loss_disc_real_4: 0.21251189708709717 (0.21568069859008315) | > loss_disc_real_5: 0.17396804690361023 (0.20420547835474306) | > loss_0: 1.9245035648345947 (2.225084462940783) | > grad_norm_0: tensor(10.1561, device='cuda:0') (tensor(63.7626, device='cuda:0')) | > loss_gen: 3.050309181213379 (2.7925007434051867) | > loss_kl: 2.187007427215576 (2.2726046201250725) | > loss_feat: 9.747804641723633 (8.679473118062944) | > loss_mel: 16.872467041015625 (15.576072254432242) | > loss_duration: 1.633470892906189 (1.6369676267070965) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.49106216430664 (30.957618392229428) | > grad_norm_1: tensor(486.5984, device='cuda:0') (tensor(1028.3804, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.7767 (0.7496406194231698) | > loader_time: 0.0113 (0.011185861436723791)  --> TIME: 2025-02-19 23:35:29 -- STEP: 733/924 -- GLOBAL_STEP: 66000 | > loss_disc: 2.177208423614502 (2.2233582632603492) | > loss_disc_real_0: 0.07661200314760208 (0.10510416563707028) | > loss_disc_real_1: 0.18677295744419098 (0.1938804818614606) | > loss_disc_real_2: 0.22331784665584564 (0.20261987049696714) | > loss_disc_real_3: 0.1400018334388733 (0.20685517842821674) | > loss_disc_real_4: 0.2093035876750946 (0.21558777396382933) | > loss_disc_real_5: 0.18740864098072052 (0.2039828413606991) | > loss_0: 2.177208423614502 (2.2233582632603492) | > grad_norm_0: tensor(35.7214, device='cuda:0') (tensor(63.5538, device='cuda:0')) | > loss_gen: 2.774080991744995 (2.7933378258636177) | > loss_kl: 2.3401734828948975 (2.2707014653074458) | > loss_feat: 8.535938262939453 (8.683753690810674) | > loss_mel: 14.908306121826172 (15.56755919410945) | > loss_duration: 1.6307401657104492 (1.6368069975633088) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.189239501953125 (30.952159202440374) | > grad_norm_1: tensor(1151.1986, device='cuda:0') (tensor(1023.4328, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.7847 (0.7503623926623296) | > loader_time: 0.0112 (0.01119232080155148) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_66000.pth  --> TIME: 2025-02-19 23:36:10 -- STEP: 783/924 -- GLOBAL_STEP: 66050 | > loss_disc: 2.1651406288146973 (2.2255081576253604) | > loss_disc_real_0: 0.09571154415607452 (0.10607344457358693) | > loss_disc_real_1: 0.25608816742897034 (0.1939457197831813) | > loss_disc_real_2: 0.23620378971099854 (0.20273345977182133) | > loss_disc_real_3: 0.22210878133773804 (0.20682460140070552) | > loss_disc_real_4: 0.22272731363773346 (0.21571080740612586) | > loss_disc_real_5: 0.18951472640037537 (0.20401879820596822) | > loss_0: 2.1651406288146973 (2.2255081576253604) | > grad_norm_0: tensor(76.2145, device='cuda:0') (tensor(63.6284, device='cuda:0')) | > loss_gen: 2.908973455429077 (2.790349401885674) | > loss_kl: 2.413848876953125 (2.2681035362136472) | > loss_feat: 8.853368759155273 (8.674151248249817) | > loss_mel: 15.798365592956543 (15.567389102122183) | > loss_duration: 1.5911331176757812 (1.6371715711298878) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.565689086914062 (30.937164903448306) | > grad_norm_1: tensor(1545.2091, device='cuda:0') (tensor(1028.2935, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.7195 (0.7509325832547207) | > loader_time: 0.0094 (0.011211335582903676)  --> TIME: 2025-02-19 23:36:48 -- STEP: 833/924 -- GLOBAL_STEP: 66100 | > loss_disc: 2.3300716876983643 (2.2264304630467335) | > loss_disc_real_0: 0.12722335755825043 (0.1074911778633978) | > loss_disc_real_1: 0.2129102200269699 (0.19375098742643038) | > loss_disc_real_2: 0.21234963834285736 (0.20243802743584885) | > loss_disc_real_3: 0.1935683935880661 (0.20683784299895694) | > loss_disc_real_4: 0.2594512104988098 (0.21565623844371123) | > loss_disc_real_5: 0.221476212143898 (0.20394303037875555) | > loss_0: 2.3300716876983643 (2.2264304630467335) | > grad_norm_0: tensor(68.6524, device='cuda:0') (tensor(64.7902, device='cuda:0')) | > loss_gen: 2.500063419342041 (2.7890188490786323) | > loss_kl: 2.2050466537475586 (2.2667590524254426) | > loss_feat: 7.447779655456543 (8.669326355763557) | > loss_mel: 14.967592239379883 (15.571981425474242) | > loss_duration: 1.6525530815124512 (1.6367109294126587) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.773035049438477 (30.93379663419323) | > grad_norm_1: tensor(994.6515, device='cuda:0') (tensor(1056.0370, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.7395 (0.7508600010018964) | > loader_time: 0.0123 (0.011205144289160982)  --> TIME: 2025-02-19 23:37:27 -- STEP: 883/924 -- GLOBAL_STEP: 66150 | > loss_disc: 2.083677291870117 (2.2247499385479514) | > loss_disc_real_0: 0.08465905487537384 (0.10688258648880611) | > loss_disc_real_1: 0.17355410754680634 (0.1936544897804714) | > loss_disc_real_2: 0.1956469714641571 (0.20236070238112863) | > loss_disc_real_3: 0.1846475601196289 (0.20673416421610535) | > loss_disc_real_4: 0.22696195542812347 (0.2156925296088172) | > loss_disc_real_5: 0.18366862833499908 (0.2039478969415344) | > loss_0: 2.083677291870117 (2.2247499385479514) | > grad_norm_0: tensor(29.8691, device='cuda:0') (tensor(64.9038, device='cuda:0')) | > loss_gen: 2.8958754539489746 (2.789644335836408) | > loss_kl: 2.253443956375122 (2.266623917549408) | > loss_feat: 9.370546340942383 (8.674977697305476) | > loss_mel: 16.429174423217773 (15.57234080002505) | > loss_duration: 1.6304397583007812 (1.6366213878715834) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.57948303222656 (30.940208158568645) | > grad_norm_1: tensor(802.2086, device='cuda:0') (tensor(1050.2738, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.7437 (0.7512225275806503) | > loader_time: 0.0103 (0.011235764180547388)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.239201545715332 (2.239201545715332) | > loss_disc_real_0: 0.08035212010145187 (0.08035212010145187) | > loss_disc_real_1: 0.2718195915222168 (0.2718195915222168) | > loss_disc_real_2: 0.2508920133113861 (0.2508920133113861) | > loss_disc_real_3: 0.2202933430671692 (0.2202933430671692) | > loss_disc_real_4: 0.2221183329820633 (0.2221183329820633) | > loss_disc_real_5: 0.1626053750514984 (0.1626053750514984) | > loss_0: 2.239201545715332 (2.239201545715332) | > loss_gen: 2.827665328979492 (2.827665328979492) | > loss_kl: 2.119709014892578 (2.119709014892578) | > loss_feat: 7.858034610748291 (7.858034610748291) | > loss_mel: 13.725663185119629 (13.725663185119629) | > loss_duration: 1.6774543523788452 (1.6774543523788452) | > loss_1: 28.208526611328125 (28.208526611328125)  --> STEP: 1 | > loss_disc: 2.4415435791015625 (2.4415435791015625) | > loss_disc_real_0: 0.10814190655946732 (0.10814190655946732) | > loss_disc_real_1: 0.24956505000591278 (0.24956505000591278) | > loss_disc_real_2: 0.24269579350948334 (0.24269579350948334) | > loss_disc_real_3: 0.2358870804309845 (0.2358870804309845) | > loss_disc_real_4: 0.22266466915607452 (0.22266466915607452) | > loss_disc_real_5: 0.18846569955348969 (0.18846569955348969) | > loss_0: 2.4415435791015625 (2.4415435791015625) | > loss_gen: 2.507640838623047 (2.507640838623047) | > loss_kl: 2.155306816101074 (2.155306816101074) | > loss_feat: 6.282094478607178 (6.282094478607178) | > loss_mel: 11.7854585647583 (11.7854585647583) | > loss_duration: 1.7039318084716797 (1.7039318084716797) | > loss_1: 24.434431076049805 (24.434431076049805)  --> STEP: 2 | > loss_disc: 2.2757115364074707 (2.3586275577545166) | > loss_disc_real_0: 0.06915322691202164 (0.08864756673574448) | > loss_disc_real_1: 0.27411606907844543 (0.2618405595421791) | > loss_disc_real_2: 0.22091177105903625 (0.2318037822842598) | > loss_disc_real_3: 0.21346886456012726 (0.22467797249555588) | > loss_disc_real_4: 0.21551769971847534 (0.21909118443727493) | > loss_disc_real_5: 0.16182267665863037 (0.17514418810606003) | > loss_0: 2.2757115364074707 (2.3586275577545166) | > loss_gen: 2.7317728996276855 (2.619706869125366) | > loss_kl: 2.0743138790130615 (2.114810347557068) | > loss_feat: 7.939554214477539 (7.110824346542358) | > loss_mel: 14.163667678833008 (12.974563121795654) | > loss_duration: 1.5720739364624023 (1.638002872467041) | > loss_1: 28.48138427734375 (26.457907676696777)  --> STEP: 3 | > loss_disc: 2.3483471870422363 (2.35520076751709) | > loss_disc_real_0: 0.08619391173124313 (0.08782968173424403) | > loss_disc_real_1: 0.26054099202156067 (0.26140737036863965) | > loss_disc_real_2: 0.2382238805294037 (0.23394381503264108) | > loss_disc_real_3: 0.21550142765045166 (0.22161912421385446) | > loss_disc_real_4: 0.21587426960468292 (0.2180188794930776) | > loss_disc_real_5: 0.17908227443695068 (0.17645688354969025) | > loss_0: 2.3483471870422363 (2.35520076751709) | > loss_gen: 2.660626173019409 (2.6333466370900473) | > loss_kl: 2.1461551189422607 (2.1252586046854653) | > loss_feat: 7.251517295837402 (7.157721996307373) | > loss_mel: 13.847150802612305 (13.265425682067871) | > loss_duration: 1.6619646549224854 (1.6459901332855225) | > loss_1: 27.567413330078125 (26.82774289449056)  --> STEP: 4 | > loss_disc: 2.2736880779266357 (2.3348225951194763) | > loss_disc_real_0: 0.08353948593139648 (0.08675713278353214) | > loss_disc_real_1: 0.265988290309906 (0.2625526003539562) | > loss_disc_real_2: 0.2582477033138275 (0.2400197871029377) | > loss_disc_real_3: 0.2481278032064438 (0.2282462939620018) | > loss_disc_real_4: 0.22571030259132385 (0.21994173526763916) | > loss_disc_real_5: 0.19218185544013977 (0.18038812652230263) | > loss_0: 2.2736880779266357 (2.3348225951194763) | > loss_gen: 2.815739154815674 (2.678944766521454) | > loss_kl: 1.9375555515289307 (2.078332841396332) | > loss_feat: 7.474881172180176 (7.237011790275574) | > loss_mel: 13.60995101928711 (13.35155701637268) | > loss_duration: 1.7523016929626465 (1.6725680232048035) | > loss_1: 27.590429306030273 (27.01841449737549)  --> STEP: 5 | > loss_disc: 2.4716956615448 (2.362197208404541) | > loss_disc_real_0: 0.09858638048171997 (0.0891229823231697) | > loss_disc_real_1: 0.2747105062007904 (0.26498418152332304) | > loss_disc_real_2: 0.3133772313594818 (0.2546912759542465) | > loss_disc_real_3: 0.25526317954063416 (0.23364967107772827) | > loss_disc_real_4: 0.2383308708667755 (0.22361956238746644) | > loss_disc_real_5: 0.24657398462295532 (0.19362529814243318) | > loss_0: 2.4716956615448 (2.362197208404541) | > loss_gen: 2.531153917312622 (2.6493865966796877) | > loss_kl: 2.1040215492248535 (2.083470582962036) | > loss_feat: 5.486208915710449 (6.886851215362549) | > loss_mel: 10.011650085449219 (12.683575630187988) | > loss_duration: 1.5370798110961914 (1.645470380783081) | > loss_1: 21.670116424560547 (25.9487548828125) --> EVAL PERFORMANCE | > avg_loader_time: 0.15147056579589843 (-0.007464790344238276) | > avg_loss_disc: 2.362197208404541 (+0.15267987251281712) | > avg_loss_disc_real_0: 0.0891229823231697 (-0.044638507068157196) | > avg_loss_disc_real_1: 0.26498418152332304 (+0.048133477568626376) | > avg_loss_disc_real_2: 0.2546912759542465 (+0.08577950596809386) | > avg_loss_disc_real_3: 0.23364967107772827 (+0.02046497762203217) | > avg_loss_disc_real_4: 0.22361956238746644 (+0.04184318780899049) | > avg_loss_disc_real_5: 0.19362529814243318 (-0.033262449502944935) | > avg_loss_0: 2.362197208404541 (+0.15267987251281712) | > avg_loss_gen: 2.6493865966796877 (-0.05199880599975559) | > avg_loss_kl: 2.083470582962036 (-0.03761863708496094) | > avg_loss_feat: 6.886851215362549 (-1.3036156654357907) | > avg_loss_mel: 12.683575630187988 (-1.8819570541381836) | > avg_loss_duration: 1.645470380783081 (-0.003594636917114258) | > avg_loss_1: 25.9487548828125 (-3.2787845611572237) > BEST MODEL : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/best_model_66191.pth  > EPOCH: 22/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-19 23:38:08)   --> TIME: 2025-02-19 23:38:17 -- STEP: 9/924 -- GLOBAL_STEP: 66200 | > loss_disc: 2.1890225410461426 (2.267502784729004) | > loss_disc_real_0: 0.09678591042757034 (0.08249281139837371) | > loss_disc_real_1: 0.18836809694766998 (0.20039519502056968) | > loss_disc_real_2: 0.2098197191953659 (0.21364590028921762) | > loss_disc_real_3: 0.19148236513137817 (0.20664114091131422) | > loss_disc_real_4: 0.18574665486812592 (0.21436070071326363) | > loss_disc_real_5: 0.17279133200645447 (0.20349770453241137) | > loss_0: 2.1890225410461426 (2.267502784729004) | > grad_norm_0: tensor(87.0270, device='cuda:0') (tensor(55.7918, device='cuda:0')) | > loss_gen: 2.731200933456421 (2.748779959148831) | > loss_kl: 2.3867075443267822 (2.342947350607978) | > loss_feat: 9.244132041931152 (8.639350202348497) | > loss_mel: 15.866132736206055 (15.596983909606934) | > loss_duration: 1.6614035367965698 (1.6247200700971816) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.889575958251953 (30.952781253390842) | > grad_norm_1: tensor(1416.3075, device='cuda:0') (tensor(994.5682, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.7391 (0.7446114752027724) | > loader_time: 0.0117 (0.010800043741861979)  --> TIME: 2025-02-19 23:38:55 -- STEP: 59/924 -- GLOBAL_STEP: 66250 | > loss_disc: 2.207913875579834 (2.245811114876957) | > loss_disc_real_0: 0.06412149220705032 (0.11109364998795218) | > loss_disc_real_1: 0.2237485647201538 (0.1986280717587067) | > loss_disc_real_2: 0.23131534457206726 (0.20752090367220216) | > loss_disc_real_3: 0.174655944108963 (0.20584185977103348) | > loss_disc_real_4: 0.23313401639461517 (0.21423243895425634) | > loss_disc_real_5: 0.19350768625736237 (0.20142408397238135) | > loss_0: 2.207913875579834 (2.245811114876957) | > grad_norm_0: tensor(61.0000, device='cuda:0') (tensor(69.1639, device='cuda:0')) | > loss_gen: 2.9512720108032227 (2.758050360922086) | > loss_kl: 2.1155970096588135 (2.2628508179874744) | > loss_feat: 8.313726425170898 (8.503052452863267) | > loss_mel: 15.064336776733398 (15.513376850192829) | > loss_duration: 1.5975701808929443 (1.63328824002864) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.04250144958496 (30.670618477514235) | > grad_norm_1: tensor(1022.6193, device='cuda:0') (tensor(1180.9705, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.7728 (0.7556337784912627) | > loader_time: 0.0112 (0.010871192156258275)  --> TIME: 2025-02-19 23:39:33 -- STEP: 109/924 -- GLOBAL_STEP: 66300 | > loss_disc: 2.0369460582733154 (2.243794001570536) | > loss_disc_real_0: 0.06270851939916611 (0.11393080518469897) | > loss_disc_real_1: 0.21347253024578094 (0.19762362225340047) | > loss_disc_real_2: 0.25165313482284546 (0.20450932799129312) | > loss_disc_real_3: 0.19644193351268768 (0.20631760372481214) | > loss_disc_real_4: 0.23270834982395172 (0.21542343087152604) | > loss_disc_real_5: 0.1308932602405548 (0.20123427955929293) | > loss_0: 2.0369460582733154 (2.243794001570536) | > grad_norm_0: tensor(42.2593, device='cuda:0') (tensor(69.8542, device='cuda:0')) | > loss_gen: 2.965576410293579 (2.768694906059755) | > loss_kl: 2.016418695449829 (2.25683135723849) | > loss_feat: 9.458704948425293 (8.572672069619555) | > loss_mel: 16.574016571044922 (15.59806448385256) | > loss_duration: 1.6234033107757568 (1.63499145879658) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.638118743896484 (30.831254154170324) | > grad_norm_1: tensor(503.6028, device='cuda:0') (tensor(1125.7393, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.7375 (0.7530188604232368) | > loader_time: 0.0114 (0.010759578932315925)  --> TIME: 2025-02-19 23:40:12 -- STEP: 159/924 -- GLOBAL_STEP: 66350 | > loss_disc: 2.228860855102539 (2.248770869752897) | > loss_disc_real_0: 0.08992049843072891 (0.11636038159705558) | > loss_disc_real_1: 0.1969188004732132 (0.19674444864006166) | > loss_disc_real_2: 0.1983603984117508 (0.203137088871602) | > loss_disc_real_3: 0.2001250684261322 (0.20732225449580066) | > loss_disc_real_4: 0.19453579187393188 (0.2146182486658576) | > loss_disc_real_5: 0.18835154175758362 (0.20260257503521523) | > loss_0: 2.228860855102539 (2.248770869752897) | > grad_norm_0: tensor(35.5825, device='cuda:0') (tensor(67.2703, device='cuda:0')) | > loss_gen: 2.6956112384796143 (2.755937612281656) | > loss_kl: 2.1736974716186523 (2.2457180390567903) | > loss_feat: 8.786218643188477 (8.551868423725821) | > loss_mel: 16.374662399291992 (15.577063110639465) | > loss_duration: 1.6253294944763184 (1.6358039851458568) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.655521392822266 (30.766391226330644) | > grad_norm_1: tensor(1887.0143, device='cuda:0') (tensor(1116.3514, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.7355 (0.7525673392433788) | > loader_time: 0.0096 (0.010738068406686842)  --> TIME: 2025-02-19 23:40:50 -- STEP: 209/924 -- GLOBAL_STEP: 66400 | > loss_disc: 2.4456632137298584 (2.2312601245761505) | > loss_disc_real_0: 0.06291861832141876 (0.10871431159310078) | > loss_disc_real_1: 0.2308749407529831 (0.19595703069102824) | > loss_disc_real_2: 0.2143128216266632 (0.20284580571229377) | > loss_disc_real_3: 0.23231181502342224 (0.20711089692047338) | > loss_disc_real_4: 0.22179614007472992 (0.21499756620261087) | > loss_disc_real_5: 0.19855621457099915 (0.20260429061485824) | > loss_0: 2.4456632137298584 (2.2312601245761505) | > grad_norm_0: tensor(25.8455, device='cuda:0') (tensor(60.9970, device='cuda:0')) | > loss_gen: 2.446295976638794 (2.7785330343474617) | > loss_kl: 2.1442947387695312 (2.2524912522740372) | > loss_feat: 7.545345306396484 (8.633501294697297) | > loss_mel: 14.608479499816895 (15.62013366461941) | > loss_duration: 1.6645052433013916 (1.6338983882557263) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.408920288085938 (30.91855763704583) | > grad_norm_1: tensor(1209.4302, device='cuda:0') (tensor(1030.6451, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.7648 (0.752569691416179) | > loader_time: 0.0107 (0.010742584484045586)  --> TIME: 2025-02-19 23:41:29 -- STEP: 259/924 -- GLOBAL_STEP: 66450 | > loss_disc: 2.2750613689422607 (2.230625476155963) | > loss_disc_real_0: 0.13095732033252716 (0.10949739715278609) | > loss_disc_real_1: 0.16990235447883606 (0.19597628430740255) | > loss_disc_real_2: 0.2036665380001068 (0.20235768363282486) | > loss_disc_real_3: 0.19555726647377014 (0.20708015802744273) | > loss_disc_real_4: 0.2289573699235916 (0.21500465089750107) | > loss_disc_real_5: 0.19762031733989716 (0.20272634687570995) | > loss_0: 2.2750613689422607 (2.230625476155963) | > grad_norm_0: tensor(110.2635, device='cuda:0') (tensor(61.1712, device='cuda:0')) | > loss_gen: 2.5433309078216553 (2.7771453912653983) | > loss_kl: 2.1962766647338867 (2.264489924585499) | > loss_feat: 8.019186019897461 (8.632134222155823) | > loss_mel: 15.65485954284668 (15.590654189061935) | > loss_duration: 1.640974521636963 (1.6351913715421462) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.054628372192383 (30.899615107355892) | > grad_norm_1: tensor(1305.5565, device='cuda:0') (tensor(1019.8870, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.793 (0.7524809570386142) | > loader_time: 0.014 (0.010760764817933779)  --> TIME: 2025-02-19 23:42:07 -- STEP: 309/924 -- GLOBAL_STEP: 66500 | > loss_disc: 1.9839438199996948 (2.2252270839746733) | > loss_disc_real_0: 0.06273920834064484 (0.11003706403510663) | > loss_disc_real_1: 0.1690995842218399 (0.19488632606649864) | > loss_disc_real_2: 0.2032897025346756 (0.20232516459662556) | > loss_disc_real_3: 0.21533240377902985 (0.20637243031298075) | > loss_disc_real_4: 0.15856705605983734 (0.214834180609308) | > loss_disc_real_5: 0.15964411199092865 (0.20248375061453364) | > loss_0: 1.9839438199996948 (2.2252270839746733) | > grad_norm_0: tensor(23.7846, device='cuda:0') (tensor(60.8833, device='cuda:0')) | > loss_gen: 3.0907363891601562 (2.780551738337793) | > loss_kl: 2.2096011638641357 (2.26326153849321) | > loss_feat: 9.109453201293945 (8.631240424986407) | > loss_mel: 15.268524169921875 (15.543186879080862) | > loss_duration: 1.5779390335083008 (1.634766529678913) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.25625228881836 (30.85300714066885) | > grad_norm_1: tensor(366.3712, device='cuda:0') (tensor(1031.5851, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.7666 (0.7529906416402278) | > loader_time: 0.0106 (0.01083022722534377)  --> TIME: 2025-02-19 23:42:46 -- STEP: 359/924 -- GLOBAL_STEP: 66550 | > loss_disc: 2.191079616546631 (2.225330011758301) | > loss_disc_real_0: 0.156144380569458 (0.10777008728043781) | > loss_disc_real_1: 0.2062823325395584 (0.19528319144979492) | > loss_disc_real_2: 0.2617512047290802 (0.20292656422491534) | > loss_disc_real_3: 0.20158296823501587 (0.20654057219499997) | > loss_disc_real_4: 0.22228020429611206 (0.21492223325380044) | > loss_disc_real_5: 0.229005828499794 (0.20248995497200162) | > loss_0: 2.191079616546631 (2.225330011758301) | > grad_norm_0: tensor(72.2677, device='cuda:0') (tensor(60.1208, device='cuda:0')) | > loss_gen: 2.896087169647217 (2.784664282227628) | > loss_kl: 2.1479458808898926 (2.2665785272141368) | > loss_feat: 8.328852653503418 (8.62508588780268) | > loss_mel: 14.985458374023438 (15.518748158531933) | > loss_duration: 1.678572416305542 (1.6356692679413185) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.036916732788086 (30.830746143309188) | > grad_norm_1: tensor(802.5010, device='cuda:0') (tensor(1002.7247, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.6979 (0.7551759298797437) | > loader_time: 0.0093 (0.010901604522237537)  --> TIME: 2025-02-19 23:43:25 -- STEP: 409/924 -- GLOBAL_STEP: 66600 | > loss_disc: 2.0941579341888428 (2.220743820836318) | > loss_disc_real_0: 0.03763291612267494 (0.10658578042277934) | > loss_disc_real_1: 0.19067929685115814 (0.19494430811889013) | > loss_disc_real_2: 0.21516206860542297 (0.2025661535542869) | > loss_disc_real_3: 0.22610574960708618 (0.2065116885894668) | > loss_disc_real_4: 0.2224605530500412 (0.21489467178551083) | > loss_disc_real_5: 0.22597962617874146 (0.2025759080584301) | > loss_0: 2.0941579341888428 (2.220743820836318) | > grad_norm_0: tensor(10.4149, device='cuda:0') (tensor(59.2240, device='cuda:0')) | > loss_gen: 3.0144882202148438 (2.789910315884357) | > loss_kl: 2.2421340942382812 (2.261898258787494) | > loss_feat: 9.499411582946777 (8.65775428832598) | > loss_mel: 17.166929244995117 (15.533176237913098) | > loss_duration: 1.6552144289016724 (1.635385478621299) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.57817840576172 (30.878124572828522) | > grad_norm_1: tensor(716.6908, device='cuda:0') (tensor(1018.7556, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.7802 (0.7549802674058014) | > loader_time: 0.0112 (0.010930886187005448)  --> TIME: 2025-02-19 23:44:03 -- STEP: 459/924 -- GLOBAL_STEP: 66650 | > loss_disc: 2.0114030838012695 (2.2196054513158385) | > loss_disc_real_0: 0.05913883075118065 (0.10533283514930401) | > loss_disc_real_1: 0.15275919437408447 (0.1948716725204505) | > loss_disc_real_2: 0.19102543592453003 (0.20272344146289084) | > loss_disc_real_3: 0.2027621567249298 (0.2064485037313827) | > loss_disc_real_4: 0.18573683500289917 (0.21502096843875312) | > loss_disc_real_5: 0.21869656443595886 (0.20278654362770995) | > loss_0: 2.0114030838012695 (2.2196054513158385) | > grad_norm_0: tensor(41.9217, device='cuda:0') (tensor(59.7671, device='cuda:0')) | > loss_gen: 3.052229642868042 (2.792678169695123) | > loss_kl: 2.1064817905426025 (2.2613118159744983) | > loss_feat: 11.012896537780762 (8.657971028928397) | > loss_mel: 17.643146514892578 (15.538013134127349) | > loss_duration: 1.649080514907837 (1.6352183135766092) | > amp_scaler: 64.0 (64.0) | > loss_1: 35.463836669921875 (30.885192430616723) | > grad_norm_1: tensor(762.4147, device='cuda:0') (tensor(1015.4622, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.769 (0.7551490247639177) | > loader_time: 0.011 (0.010927469382358791)  --> TIME: 2025-02-19 23:44:42 -- STEP: 509/924 -- GLOBAL_STEP: 66700 | > loss_disc: 2.148253917694092 (2.2193608056819762) | > loss_disc_real_0: 0.09972315281629562 (0.10458088556052074) | > loss_disc_real_1: 0.20462825894355774 (0.19484232998432954) | > loss_disc_real_2: 0.2002817541360855 (0.20284250876289928) | > loss_disc_real_3: 0.23401041328907013 (0.20641018248260137) | > loss_disc_real_4: 0.18726949393749237 (0.21496132727573336) | > loss_disc_real_5: 0.2583363652229309 (0.20282706556830762) | > loss_0: 2.148253917694092 (2.2193608056819762) | > grad_norm_0: tensor(30.7331, device='cuda:0') (tensor(60.2952, device='cuda:0')) | > loss_gen: 2.9523558616638184 (2.7943140031780866) | > loss_kl: 2.3439459800720215 (2.261371059127312) | > loss_feat: 8.626775741577148 (8.657744309288576) | > loss_mel: 14.107531547546387 (15.524882740028247) | > loss_duration: 1.5970478057861328 (1.6349668228790195) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.62765884399414 (30.87327888953428) | > grad_norm_1: tensor(431.8427, device='cuda:0') (tensor(1001.6392, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.7711 (0.7553738203404694) | > loader_time: 0.0107 (0.010930342852249593)  --> TIME: 2025-02-19 23:45:21 -- STEP: 559/924 -- GLOBAL_STEP: 66750 | > loss_disc: 2.255736827850342 (2.2182469382908794) | > loss_disc_real_0: 0.08734872937202454 (0.10288095041736293) | > loss_disc_real_1: 0.18170785903930664 (0.1951670665327253) | > loss_disc_real_2: 0.23527471721172333 (0.20299055348675238) | > loss_disc_real_3: 0.2461530864238739 (0.2068928652617927) | > loss_disc_real_4: 0.25243619084358215 (0.21513330912440745) | > loss_disc_real_5: 0.23457559943199158 (0.20295343016255954) | > loss_0: 2.255736827850342 (2.2182469382908794) | > grad_norm_0: tensor(61.9811, device='cuda:0') (tensor(59.4311, device='cuda:0')) | > loss_gen: 2.721860647201538 (2.7976514141546818) | > loss_kl: 2.3362772464752197 (2.2576897956817414) | > loss_feat: 8.274507522583008 (8.667768426359443) | > loss_mel: 14.769144058227539 (15.531356555617986) | > loss_duration: 1.5975391864776611 (1.6350835666247046) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.699329376220703 (30.88954974329749) | > grad_norm_1: tensor(1465.8231, device='cuda:0') (tensor(994.1277, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.764 (0.7552371532631259) | > loader_time: 0.0117 (0.010952998998979764)  --> TIME: 2025-02-19 23:45:59 -- STEP: 609/924 -- GLOBAL_STEP: 66800 | > loss_disc: 2.2146995067596436 (2.220829999309849) | > loss_disc_real_0: 0.047899700701236725 (0.10388610924919836) | > loss_disc_real_1: 0.22381459176540375 (0.19508401733901126) | > loss_disc_real_2: 0.20248623192310333 (0.20300835388145233) | > loss_disc_real_3: 0.19359610974788666 (0.2070296802152749) | > loss_disc_real_4: 0.24675282835960388 (0.21507276398892863) | > loss_disc_real_5: 0.18978764116764069 (0.20314567079782886) | > loss_0: 2.2146995067596436 (2.220829999309849) | > grad_norm_0: tensor(40.0945, device='cuda:0') (tensor(60.6144, device='cuda:0')) | > loss_gen: 2.889789581298828 (2.793363299080107) | > loss_kl: 2.2371678352355957 (2.256445151635967) | > loss_feat: 8.873851776123047 (8.649813269159475) | > loss_mel: 16.209325790405273 (15.519079792479967) | > loss_duration: 1.619408369064331 (1.634615830795714) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.82954216003418 (30.853317313985087) | > grad_norm_1: tensor(1155.1101, device='cuda:0') (tensor(996.0128, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.7647 (0.7551497724060157) | > loader_time: 0.0111 (0.010991444532898657)  --> TIME: 2025-02-19 23:46:38 -- STEP: 659/924 -- GLOBAL_STEP: 66850 | > loss_disc: 2.376356363296509 (2.2207062298683575) | > loss_disc_real_0: 0.07130947709083557 (0.10370144781646669) | > loss_disc_real_1: 0.23719142377376556 (0.19489910002453037) | > loss_disc_real_2: 0.18992242217063904 (0.20302615598499865) | > loss_disc_real_3: 0.22272898256778717 (0.20718905693753897) | > loss_disc_real_4: 0.20424221456050873 (0.21500764280693302) | > loss_disc_real_5: 0.17129282653331757 (0.20300486744897328) | > loss_0: 2.376356363296509 (2.2207062298683575) | > grad_norm_0: tensor(46.3421, device='cuda:0') (tensor(60.4927, device='cuda:0')) | > loss_gen: 2.3782708644866943 (2.7960341530251385) | > loss_kl: 2.2649943828582764 (2.2569290016055614) | > loss_feat: 7.699848651885986 (8.659731982148656) | > loss_mel: 14.688389778137207 (15.529947739631526) | > loss_duration: 1.6671535968780518 (1.6344412342731436) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.698657989501953 (30.87708408083648) | > grad_norm_1: tensor(505.9032, device='cuda:0') (tensor(979.5870, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.7566 (0.7550190728785235) | > loader_time: 0.0111 (0.011029451135800354)  --> TIME: 2025-02-19 23:47:17 -- STEP: 709/924 -- GLOBAL_STEP: 66900 | > loss_disc: 2.099621057510376 (2.2202507622319345) | > loss_disc_real_0: 0.060758575797080994 (0.10351996368115138) | > loss_disc_real_1: 0.17706824839115143 (0.194834996366871) | > loss_disc_real_2: 0.20035645365715027 (0.20309889230388511) | > loss_disc_real_3: 0.18030306696891785 (0.20714416458929544) | > loss_disc_real_4: 0.16050684452056885 (0.21498546166127425) | > loss_disc_real_5: 0.25563108921051025 (0.20321707730148683) | > loss_0: 2.099621057510376 (2.2202507622319345) | > grad_norm_0: tensor(10.6764, device='cuda:0') (tensor(60.4997, device='cuda:0')) | > loss_gen: 2.92368221282959 (2.796562818277032) | > loss_kl: 2.110269546508789 (2.2586709193685652) | > loss_feat: 9.296818733215332 (8.667449507962168) | > loss_mel: 15.614007949829102 (15.550134015856743) | > loss_duration: 1.619447946548462 (1.6342062270859905) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.564226150512695 (30.90702346349805) | > grad_norm_1: tensor(864.4198, device='cuda:0') (tensor(981.6219, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.7551 (0.7558642321480347) | > loader_time: 0.0105 (0.011034640337751683)  --> TIME: 2025-02-19 23:47:55 -- STEP: 759/924 -- GLOBAL_STEP: 66950 | > loss_disc: 2.1963491439819336 (2.220676228305885) | > loss_disc_real_0: 0.10880593210458755 (0.10382014915484526) | > loss_disc_real_1: 0.16572286188602448 (0.1948022841621924) | > loss_disc_real_2: 0.18638230860233307 (0.20291437907573892) | > loss_disc_real_3: 0.1997240036725998 (0.2072049247810178) | > loss_disc_real_4: 0.20579281449317932 (0.21507227982299915) | > loss_disc_real_5: 0.1774405539035797 (0.20316540142607162) | > loss_0: 2.1963491439819336 (2.220676228305885) | > grad_norm_0: tensor(103.7210, device='cuda:0') (tensor(60.3209, device='cuda:0')) | > loss_gen: 2.7887303829193115 (2.796069600993622) | > loss_kl: 2.3592357635498047 (2.263876643733701) | > loss_feat: 8.891926765441895 (8.680501649502242) | > loss_mel: 15.625490188598633 (15.581892186945135) | > loss_duration: 1.6589337587356567 (1.6342556972905737) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.324316024780273 (30.956595766371574) | > grad_norm_1: tensor(1131.2002, device='cuda:0') (tensor(980.5923, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.7773 (0.7560349531638607) | > loader_time: 0.0114 (0.011024479495363906)  --> TIME: 2025-02-19 23:48:34 -- STEP: 809/924 -- GLOBAL_STEP: 67000 | > loss_disc: 2.2907793521881104 (2.221073103628881) | > loss_disc_real_0: 0.10905881971120834 (0.10391611731593922) | > loss_disc_real_1: 0.1767798364162445 (0.19475470995357827) | > loss_disc_real_2: 0.20765537023544312 (0.20303155080276014) | > loss_disc_real_3: 0.19130563735961914 (0.20724370764345115) | > loss_disc_real_4: 0.19805651903152466 (0.21501541588966572) | > loss_disc_real_5: 0.18903864920139313 (0.20318837187567224) | > loss_0: 2.2907793521881104 (2.221073103628881) | > grad_norm_0: tensor(49.8993, device='cuda:0') (tensor(60.5448, device='cuda:0')) | > loss_gen: 2.7748963832855225 (2.794784575369213) | > loss_kl: 2.229097843170166 (2.2629238669156124) | > loss_feat: 8.500903129577637 (8.6730426893246) | > loss_mel: 15.004287719726562 (15.568984874541444) | > loss_duration: 1.6771211624145508 (1.6345247973323016) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.18630599975586 (30.93426078683219) | > grad_norm_1: tensor(1247.0198, device='cuda:0') (tensor(982.2595, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.7788 (0.7557323173480511) | > loader_time: 0.0111 (0.011056802770852752) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_67000.pth  --> TIME: 2025-02-19 23:49:15 -- STEP: 859/924 -- GLOBAL_STEP: 67050 | > loss_disc: 2.1584041118621826 (2.2166292808941326) | > loss_disc_real_0: 0.056799907237291336 (0.102312087138835) | > loss_disc_real_1: 0.2298436015844345 (0.19463895021897692) | > loss_disc_real_2: 0.2020644098520279 (0.20306389951456133) | > loss_disc_real_3: 0.2098710685968399 (0.20701444022383483) | > loss_disc_real_4: 0.2584153711795807 (0.21489801916171286) | > loss_disc_real_5: 0.1972474455833435 (0.20297863831411841) | > loss_0: 2.1584041118621826 (2.2166292808941326) | > grad_norm_0: tensor(11.2877, device='cuda:0') (tensor(59.8145, device='cuda:0')) | > loss_gen: 2.850745677947998 (2.8003370983914246) | > loss_kl: 2.1044018268585205 (2.261745259009639) | > loss_feat: 8.3405179977417 (8.69163793845836) | > loss_mel: 14.182219505310059 (15.576743058192438) | > loss_duration: 1.6851933002471924 (1.6348133429936953) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.1630802154541 (30.965276700376215) | > grad_norm_1: tensor(314.4216, device='cuda:0') (tensor(967.0538, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.7326 (0.7555893316812926) | > loader_time: 0.0109 (0.011087075934004872)  --> TIME: 2025-02-19 23:49:53 -- STEP: 909/924 -- GLOBAL_STEP: 67100 | > loss_disc: 2.065599203109741 (2.2177733089795373) | > loss_disc_real_0: 0.05205228179693222 (0.1029857265546803) | > loss_disc_real_1: 0.22125062346458435 (0.19451304519399445) | > loss_disc_real_2: 0.20936402678489685 (0.20305793397169564) | > loss_disc_real_3: 0.21074745059013367 (0.20709174471457537) | > loss_disc_real_4: 0.21290186047554016 (0.21491512205406646) | > loss_disc_real_5: 0.1979978382587433 (0.20304998163670734) | > loss_0: 2.065599203109741 (2.2177733089795373) | > grad_norm_0: tensor(32.1744, device='cuda:0') (tensor(59.6120, device='cuda:0')) | > loss_gen: 3.0929269790649414 (2.79855457154831) | > loss_kl: 2.256917715072632 (2.260871276210242) | > loss_feat: 9.555397987365723 (8.691542095608167) | > loss_mel: 16.847427368164062 (15.59130010300606) | > loss_duration: 1.6572827100753784 (1.6347236704118182) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.40995407104492 (30.976991735275824) | > grad_norm_1: tensor(490.7168, device='cuda:0') (tensor(971.7004, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.7979 (0.7554460673442375) | > loader_time: 0.011 (0.011093011127971321)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1404364109039307 (2.1404364109039307) | > loss_disc_real_0: 0.06513375043869019 (0.06513375043869019) | > loss_disc_real_1: 0.220420703291893 (0.220420703291893) | > loss_disc_real_2: 0.21523091197013855 (0.21523091197013855) | > loss_disc_real_3: 0.21967479586601257 (0.21967479586601257) | > loss_disc_real_4: 0.23457218706607819 (0.23457218706607819) | > loss_disc_real_5: 0.171892449259758 (0.171892449259758) | > loss_0: 2.1404364109039307 (2.1404364109039307) | > loss_gen: 2.67887806892395 (2.67887806892395) | > loss_kl: 1.9437466859817505 (1.9437466859817505) | > loss_feat: 8.4862060546875 (8.4862060546875) | > loss_mel: 14.403509140014648 (14.403509140014648) | > loss_duration: 1.6742725372314453 (1.6742725372314453) | > loss_1: 29.186613082885742 (29.186613082885742)  --> STEP: 1 | > loss_disc: 2.1767120361328125 (2.1767120361328125) | > loss_disc_real_0: 0.08457650989294052 (0.08457650989294052) | > loss_disc_real_1: 0.19591601192951202 (0.19591601192951202) | > loss_disc_real_2: 0.20978480577468872 (0.20978480577468872) | > loss_disc_real_3: 0.2328290492296219 (0.2328290492296219) | > loss_disc_real_4: 0.2128542810678482 (0.2128542810678482) | > loss_disc_real_5: 0.20937712490558624 (0.20937712490558624) | > loss_0: 2.1767120361328125 (2.1767120361328125) | > loss_gen: 2.704627752304077 (2.704627752304077) | > loss_kl: 2.0262458324432373 (2.0262458324432373) | > loss_feat: 8.221625328063965 (8.221625328063965) | > loss_mel: 14.12226390838623 (14.12226390838623) | > loss_duration: 1.6951744556427002 (1.6951744556427002) | > loss_1: 28.769939422607422 (28.769939422607422)  --> STEP: 2 | > loss_disc: 2.1311001777648926 (2.1539061069488525) | > loss_disc_real_0: 0.07935976982116699 (0.08196813985705376) | > loss_disc_real_1: 0.2081187665462494 (0.2020173892378807) | > loss_disc_real_2: 0.22740744054317474 (0.21859612315893173) | > loss_disc_real_3: 0.22452449798583984 (0.22867677360773087) | > loss_disc_real_4: 0.20715118944644928 (0.21000273525714874) | > loss_disc_real_5: 0.18903383612632751 (0.19920548051595688) | > loss_0: 2.1311001777648926 (2.1539061069488525) | > loss_gen: 2.7405853271484375 (2.7226065397262573) | > loss_kl: 2.072448968887329 (2.049347400665283) | > loss_feat: 8.394454956054688 (8.308040142059326) | > loss_mel: 14.236624717712402 (14.179444313049316) | > loss_duration: 1.578784704208374 (1.636979579925537) | > loss_1: 29.022899627685547 (28.896419525146484)  --> STEP: 3 | > loss_disc: 2.240457057952881 (2.1827564239501953) | > loss_disc_real_0: 0.08883155137300491 (0.08425594369570415) | > loss_disc_real_1: 0.21822533011436462 (0.20742003619670868) | > loss_disc_real_2: 0.2273760586977005 (0.22152276833852133) | > loss_disc_real_3: 0.23207330703735352 (0.22980895141760507) | > loss_disc_real_4: 0.2283886820077896 (0.21613138417402902) | > loss_disc_real_5: 0.18546359241008759 (0.19462485114733377) | > loss_0: 2.240457057952881 (2.1827564239501953) | > loss_gen: 2.5925378799438477 (2.6792503197987876) | > loss_kl: 2.008579969406128 (2.0357582569122314) | > loss_feat: 7.318533420562744 (7.978204568227132) | > loss_mel: 13.01428508758545 (13.791057904561361) | > loss_duration: 1.6663126945495605 (1.6467572848002117) | > loss_1: 26.600250244140625 (28.1310297648112)  --> STEP: 4 | > loss_disc: 2.213235378265381 (2.1903761625289917) | > loss_disc_real_0: 0.07642669230699539 (0.08229863084852695) | > loss_disc_real_1: 0.1995047628879547 (0.2054412178695202) | > loss_disc_real_2: 0.22837649285793304 (0.22323619946837425) | > loss_disc_real_3: 0.25000056624412537 (0.23485685512423515) | > loss_disc_real_4: 0.2291475087404251 (0.21938541531562805) | > loss_disc_real_5: 0.2108163684606552 (0.19867273047566414) | > loss_0: 2.213235378265381 (2.1903761625289917) | > loss_gen: 2.6921215057373047 (2.6824681162834167) | > loss_kl: 1.9693357944488525 (2.0191526412963867) | > loss_feat: 7.895378112792969 (7.957497954368591) | > loss_mel: 14.58719253540039 (13.990091562271118) | > loss_duration: 1.7758058309555054 (1.679019421339035) | > loss_1: 28.91983413696289 (28.32823085784912)  --> STEP: 5 | > loss_disc: 1.8765718936920166 (2.1276153087615968) | > loss_disc_real_0: 0.053318049758672714 (0.0765025146305561) | > loss_disc_real_1: 0.17162184417247772 (0.1986773431301117) | > loss_disc_real_2: 0.16291946172714233 (0.21117285192012786) | > loss_disc_real_3: 0.20501862466335297 (0.22888920903205873) | > loss_disc_real_4: 0.1725890040397644 (0.2100261330604553) | > loss_disc_real_5: 0.2072923481464386 (0.20039665400981904) | > loss_0: 1.8765718936920166 (2.1276153087615968) | > loss_gen: 2.9739699363708496 (2.740768480300903) | > loss_kl: 2.3962008953094482 (2.094562292098999) | > loss_feat: 10.524429321289062 (8.470884227752686) | > loss_mel: 16.115516662597656 (14.415176582336425) | > loss_duration: 1.5414564609527588 (1.6515068292617798) | > loss_1: 33.55157470703125 (29.37289962768555) --> EVAL PERFORMANCE | > avg_loader_time: 0.15768866539001464 (+0.006218099594116205) | > avg_loss_disc: 2.1276153087615968 (-0.23458189964294407) | > avg_loss_disc_real_0: 0.0765025146305561 (-0.012620467692613602) | > avg_loss_disc_real_1: 0.1986773431301117 (-0.06630683839321133) | > avg_loss_disc_real_2: 0.21117285192012786 (-0.04351842403411865) | > avg_loss_disc_real_3: 0.22888920903205873 (-0.0047604620456695446) | > avg_loss_disc_real_4: 0.2100261330604553 (-0.01359342932701113) | > avg_loss_disc_real_5: 0.20039665400981904 (+0.006771355867385864) | > avg_loss_0: 2.1276153087615968 (-0.23458189964294407) | > avg_loss_gen: 2.740768480300903 (+0.09138188362121547) | > avg_loss_kl: 2.094562292098999 (+0.01109170913696289) | > avg_loss_feat: 8.470884227752686 (+1.5840330123901367) | > avg_loss_mel: 14.415176582336425 (+1.7316009521484368) | > avg_loss_duration: 1.6515068292617798 (+0.006036448478698775) | > avg_loss_1: 29.37289962768555 (+3.424144744873047)  > EPOCH: 23/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-19 23:50:13)   --> TIME: 2025-02-19 23:50:42 -- STEP: 35/924 -- GLOBAL_STEP: 67150 | > loss_disc: 2.2057416439056396 (2.2710357802254815) | > loss_disc_real_0: 0.1308620125055313 (0.11465857688869749) | > loss_disc_real_1: 0.16541890799999237 (0.19521734203611102) | > loss_disc_real_2: 0.21644429862499237 (0.20570831767150333) | > loss_disc_real_3: 0.2377270609140396 (0.2093539608376367) | > loss_disc_real_4: 0.2713821530342102 (0.2168312191963196) | > loss_disc_real_5: 0.20523154735565186 (0.2058471441268921) | > loss_0: 2.2057416439056396 (2.2710357802254815) | > grad_norm_0: tensor(37.2905, device='cuda:0') (tensor(53.2738, device='cuda:0')) | > loss_gen: 2.890080451965332 (2.7266660826546807) | > loss_kl: 2.1214759349823 (2.2087316785539906) | > loss_feat: 8.64001750946045 (8.323150430406846) | > loss_mel: 16.511579513549805 (15.426112719944545) | > loss_duration: 1.6749221086502075 (1.636424003328596) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.838077545166016 (30.32108470371791) | > grad_norm_1: tensor(1708.6394, device='cuda:0') (tensor(975.0479, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.7515 (0.7517383575439454) | > loader_time: 0.0128 (0.011169201987130301)  --> TIME: 2025-02-19 23:51:20 -- STEP: 85/924 -- GLOBAL_STEP: 67200 | > loss_disc: 2.206658363342285 (2.2599720071343814) | > loss_disc_real_0: 0.15895557403564453 (0.12310772766085232) | > loss_disc_real_1: 0.1750612109899521 (0.19409153216025404) | > loss_disc_real_2: 0.23254379630088806 (0.2034713452353197) | > loss_disc_real_3: 0.2063237577676773 (0.20861560842570137) | > loss_disc_real_4: 0.21132802963256836 (0.2139816636548323) | > loss_disc_real_5: 0.20566415786743164 (0.20359386258265552) | > loss_0: 2.206658363342285 (2.2599720071343814) | > grad_norm_0: tensor(51.8026, device='cuda:0') (tensor(63.0932, device='cuda:0')) | > loss_gen: 2.8056716918945312 (2.716805090623742) | > loss_kl: 2.234388589859009 (2.228724677422468) | > loss_feat: 8.255823135375977 (8.404603834713209) | > loss_mel: 15.520528793334961 (15.410809909596162) | > loss_duration: 1.6630600690841675 (1.6359854712205775) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.47947120666504 (30.39692896674661) | > grad_norm_1: tensor(406.2727, device='cuda:0') (tensor(1138.5981, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.7589 (0.7534715259776398) | > loader_time: 0.011 (0.011354583852431353)  --> TIME: 2025-02-19 23:51:58 -- STEP: 135/924 -- GLOBAL_STEP: 67250 | > loss_disc: 2.236398696899414 (2.2600465182904843) | > loss_disc_real_0: 0.11989901214838028 (0.11966203038615209) | > loss_disc_real_1: 0.2267591506242752 (0.19423641176135448) | > loss_disc_real_2: 0.22148676216602325 (0.20441301983815652) | > loss_disc_real_3: 0.1951267421245575 (0.2080496220676987) | > loss_disc_real_4: 0.20672102272510529 (0.2150713006655375) | > loss_disc_real_5: 0.2102820873260498 (0.20552141269048055) | > loss_0: 2.236398696899414 (2.2600465182904843) | > grad_norm_0: tensor(44.2362, device='cuda:0') (tensor(62.8937, device='cuda:0')) | > loss_gen: 2.844686985015869 (2.733415635426838) | > loss_kl: 2.3871285915374756 (2.251202442027905) | > loss_feat: 8.812297821044922 (8.463416106612595) | > loss_mel: 15.397197723388672 (15.508026342038756) | > loss_duration: 1.6530253887176514 (1.6364075501759847) | > amp_scaler: 128.0 (66.37037037037037) | > loss_1: 31.094335556030273 (30.592468078048142) | > grad_norm_1: tensor(1724.2284, device='cuda:0') (tensor(1147.5327, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.7918 (0.7495580584914597) | > loader_time: 0.0179 (0.011314054771705908)  --> TIME: 2025-02-19 23:52:36 -- STEP: 185/924 -- GLOBAL_STEP: 67300 | > loss_disc: 2.334306240081787 (2.2593448973990764) | > loss_disc_real_0: 0.15492017567157745 (0.12208883870090988) | > loss_disc_real_1: 0.20974546670913696 (0.1940831641893129) | > loss_disc_real_2: 0.2152690589427948 (0.203326982420844) | > loss_disc_real_3: 0.18958887457847595 (0.20767790908749034) | > loss_disc_real_4: 0.22127114236354828 (0.21548787540680653) | > loss_disc_real_5: 0.18514572083950043 (0.20416060146447776) | > loss_0: 2.334306240081787 (2.2593448973990764) | > grad_norm_0: tensor(73.3551, device='cuda:0') (tensor(66.1242, device='cuda:0')) | > loss_gen: 2.6121363639831543 (2.744322091179925) | > loss_kl: 2.3112943172454834 (2.271136729781693) | > loss_feat: 7.958493232727051 (8.528128538904971) | > loss_mel: 14.706012725830078 (15.534070638708165) | > loss_duration: 1.6487101316452026 (1.6334882078944026) | > amp_scaler: 128.0 (83.027027027027) | > loss_1: 29.23664665222168 (30.711146236110377) | > grad_norm_1: tensor(526.2007, device='cuda:0') (tensor(1107.0046, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.7706 (0.7508561546738083) | > loader_time: 0.0111 (0.011265333278759103)  --> TIME: 2025-02-19 23:53:15 -- STEP: 235/924 -- GLOBAL_STEP: 67350 | > loss_disc: 2.221132755279541 (2.2534283851055372) | > loss_disc_real_0: 0.10171428322792053 (0.11882489478175945) | > loss_disc_real_1: 0.20105235278606415 (0.19396337758987509) | > loss_disc_real_2: 0.22643433511257172 (0.2035780466617422) | > loss_disc_real_3: 0.21401391923427582 (0.2077288894577229) | > loss_disc_real_4: 0.22217996418476105 (0.21522229434327877) | > loss_disc_real_5: 0.21665893495082855 (0.2045237219080012) | > loss_0: 2.221132755279541 (2.2534283851055372) | > grad_norm_0: tensor(43.1096, device='cuda:0') (tensor(61.4743, device='cuda:0')) | > loss_gen: 2.742311954498291 (2.7477725221755653) | > loss_kl: 2.3839292526245117 (2.276020161649013) | > loss_feat: 8.574267387390137 (8.549607498087788) | > loss_mel: 14.257163047790527 (15.521337817577605) | > loss_duration: 1.649129033088684 (1.6344977307826916) | > amp_scaler: 128.0 (92.59574468085103) | > loss_1: 29.606800079345703 (30.7292357505636) | > grad_norm_1: tensor(451.8820, device='cuda:0') (tensor(1067.4426, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.728 (0.7517272817327622) | > loader_time: 0.0133 (0.011319634254942547)  --> TIME: 2025-02-19 23:53:54 -- STEP: 285/924 -- GLOBAL_STEP: 67400 | > loss_disc: 2.2976319789886475 (2.2487071756730974) | > loss_disc_real_0: 0.1777590811252594 (0.11872386211496697) | > loss_disc_real_1: 0.21633225679397583 (0.19360767571549667) | > loss_disc_real_2: 0.2005498856306076 (0.20308738000560228) | > loss_disc_real_3: 0.23076102137565613 (0.20728802252234071) | > loss_disc_real_4: 0.2128526121377945 (0.21474141007975528) | > loss_disc_real_5: 0.1908191442489624 (0.20429762000577492) | > loss_0: 2.2976319789886475 (2.2487071756730974) | > grad_norm_0: tensor(73.6066, device='cuda:0') (tensor(62.6392, device='cuda:0')) | > loss_gen: 2.7546751499176025 (2.7521919534917463) | > loss_kl: 2.2139313220977783 (2.2693568639587935) | > loss_feat: 7.038440704345703 (8.555753691154623) | > loss_mel: 12.836387634277344 (15.498425627591317) | > loss_duration: 1.6467913389205933 (1.6354693228738353) | > amp_scaler: 64.0 (92.96842105263156) | > loss_1: 26.49022674560547 (30.711197508427134) | > grad_norm_1: tensor(1081.7764, device='cuda:0') (tensor(1075.2744, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.8075 (0.753457120426914) | > loader_time: 0.0121 (0.011260542116667093)  --> TIME: 2025-02-19 23:54:33 -- STEP: 335/924 -- GLOBAL_STEP: 67450 | > loss_disc: 2.199176549911499 (2.2454531021972173) | > loss_disc_real_0: 0.10328920185565948 (0.1171750244420411) | > loss_disc_real_1: 0.19204601645469666 (0.1933999602029573) | > loss_disc_real_2: 0.2192806452512741 (0.20330623993233077) | > loss_disc_real_3: 0.24041523039340973 (0.2075043010177897) | > loss_disc_real_4: 0.213370218873024 (0.2150958518038935) | > loss_disc_real_5: 0.19826053082942963 (0.20447806195536652) | > loss_0: 2.199176549911499 (2.2454531021972173) | > grad_norm_0: tensor(75.5219, device='cuda:0') (tensor(59.3847, device='cuda:0')) | > loss_gen: 2.7435555458068848 (2.751659649521559) | > loss_kl: 2.2875635623931885 (2.268946814892896) | > loss_feat: 8.510357856750488 (8.562568385565472) | > loss_mel: 15.01314640045166 (15.489128978216826) | > loss_duration: 1.6133910417556763 (1.634734390031046) | > amp_scaler: 64.0 (88.64477611940296) | > loss_1: 30.168014526367188 (30.70703825310095) | > grad_norm_1: tensor(267.8647, device='cuda:0') (tensor(1058.5778, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.7845 (0.7543213844299317) | > loader_time: 0.0104 (0.011350250244140624)  --> TIME: 2025-02-19 23:55:11 -- STEP: 385/924 -- GLOBAL_STEP: 67500 | > loss_disc: 2.3167734146118164 (2.2401901328718483) | > loss_disc_real_0: 0.11694549769163132 (0.11500450159338388) | > loss_disc_real_1: 0.1798769235610962 (0.19313917845100556) | > loss_disc_real_2: 0.22564628720283508 (0.20325283771985544) | > loss_disc_real_3: 0.21641190350055695 (0.20707527128132908) | > loss_disc_real_4: 0.26703017950057983 (0.21499490095423418) | > loss_disc_real_5: 0.20937997102737427 (0.20380258475031168) | > loss_0: 2.3167734146118164 (2.2401901328718483) | > grad_norm_0: tensor(159.4075, device='cuda:0') (tensor(59.8770, device='cuda:0')) | > loss_gen: 2.7026495933532715 (2.760908785733312) | > loss_kl: 2.4157426357269287 (2.272438947256508) | > loss_feat: 8.307463645935059 (8.59830892364701) | > loss_mel: 14.580995559692383 (15.527853750253653) | > loss_duration: 1.6138792037963867 (1.6346278952313709) | > amp_scaler: 64.0 (85.44415584415577) | > loss_1: 29.620731353759766 (30.794138301502574) | > grad_norm_1: tensor(1781.4417, device='cuda:0') (tensor(1063.0541, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.7765 (0.7546640098869026) | > loader_time: 0.0169 (0.011339610582822329)  --> TIME: 2025-02-19 23:55:50 -- STEP: 435/924 -- GLOBAL_STEP: 67550 | > loss_disc: 2.3529505729675293 (2.2380285457632985) | > loss_disc_real_0: 0.13272646069526672 (0.1140617537130227) | > loss_disc_real_1: 0.22400173544883728 (0.19278888068665037) | > loss_disc_real_2: 0.21914738416671753 (0.20316686411013554) | > loss_disc_real_3: 0.19816412031650543 (0.20705830129398697) | > loss_disc_real_4: 0.2267531454563141 (0.2148172638882166) | > loss_disc_real_5: 0.23809294402599335 (0.20376631374331722) | > loss_0: 2.3529505729675293 (2.2380285457632985) | > grad_norm_0: tensor(64.0854, device='cuda:0') (tensor(60.6840, device='cuda:0')) | > loss_gen: 2.648223638534546 (2.7686621846823876) | > loss_kl: 2.2281618118286133 (2.2720255377648892) | > loss_feat: 7.854483127593994 (8.61920459243073) | > loss_mel: 14.989110946655273 (15.548485499414904) | > loss_duration: 1.56642484664917 (1.6343975127428427) | > amp_scaler: 64.0 (82.97931034482752) | > loss_1: 29.286405563354492 (30.842775318540376) | > grad_norm_1: tensor(1403.3384, device='cuda:0') (tensor(1052.8480, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.7857 (0.7550871295490484) | > loader_time: 0.0107 (0.01132636015442596)  --> TIME: 2025-02-19 23:56:29 -- STEP: 485/924 -- GLOBAL_STEP: 67600 | > loss_disc: 2.239229202270508 (2.2439294205498435) | > loss_disc_real_0: 0.08492916077375412 (0.11570233910430952) | > loss_disc_real_1: 0.19682464003562927 (0.19311790736680182) | > loss_disc_real_2: 0.16883541643619537 (0.20376549636580285) | > loss_disc_real_3: 0.19694040715694427 (0.20703936873637524) | > loss_disc_real_4: 0.15653304755687714 (0.21491927028316815) | > loss_disc_real_5: 0.18353642523288727 (0.20405740575077605) | > loss_0: 2.239229202270508 (2.2439294205498435) | > grad_norm_0: tensor(26.4985, device='cuda:0') (tensor(59.5054, device='cuda:0')) | > loss_gen: 2.484212875366211 (2.7575197608200566) | > loss_kl: 2.2643041610717773 (2.2714012074716323) | > loss_feat: 8.324284553527832 (8.586779481356903) | > loss_mel: 17.2571964263916 (15.549009716387877) | > loss_duration: 1.651056170463562 (1.6342487170524205) | > amp_scaler: 64.0 (81.02268041237107) | > loss_1: 31.981054306030273 (30.798958862933915) | > grad_norm_1: tensor(827.6561, device='cuda:0') (tensor(1047.3893, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.7733 (0.7550633145361831) | > loader_time: 0.0133 (0.011318882224486047)  --> TIME: 2025-02-19 23:57:07 -- STEP: 535/924 -- GLOBAL_STEP: 67650 | > loss_disc: 2.0970287322998047 (2.244548821226459) | > loss_disc_real_0: 0.0475723072886467 (0.11649129833225333) | > loss_disc_real_1: 0.16560596227645874 (0.19315774486722237) | > loss_disc_real_2: 0.20500591397285461 (0.20373464084674275) | > loss_disc_real_3: 0.1935555785894394 (0.20689052198534813) | > loss_disc_real_4: 0.20649564266204834 (0.2150777812873092) | > loss_disc_real_5: 0.19105012714862823 (0.2042789304924902) | > loss_0: 2.0970287322998047 (2.244548821226459) | > grad_norm_0: tensor(9.8596, device='cuda:0') (tensor(58.4586, device='cuda:0')) | > loss_gen: 2.883054733276367 (2.7560933429504124) | > loss_kl: 2.246823787689209 (2.269764399082862) | > loss_feat: 9.298051834106445 (8.592867859278881) | > loss_mel: 15.732416152954102 (15.572071114655968) | > loss_duration: 1.6608831882476807 (1.6344228013653623) | > amp_scaler: 64.0 (79.43177570093452) | > loss_1: 31.821229934692383 (30.825219509089106) | > grad_norm_1: tensor(632.4753, device='cuda:0') (tensor(1043.4432, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.753 (0.7545335591396439) | > loader_time: 0.0103 (0.011262555879967235)  --> TIME: 2025-02-19 23:57:46 -- STEP: 585/924 -- GLOBAL_STEP: 67700 | > loss_disc: 2.442438840866089 (2.242030919311394) | > loss_disc_real_0: 0.0485188327729702 (0.11431260176767141) | > loss_disc_real_1: 0.18971316516399384 (0.19345736973560776) | > loss_disc_real_2: 0.15135447680950165 (0.2038371318680609) | > loss_disc_real_3: 0.17821578681468964 (0.20706952858684413) | > loss_disc_real_4: 0.22006072103977203 (0.21503952484355018) | > loss_disc_real_5: 0.1890294998884201 (0.20416779811056252) | > loss_0: 2.442438840866089 (2.242030919311394) | > grad_norm_0: tensor(71.2974, device='cuda:0') (tensor(57.6548, device='cuda:0')) | > loss_gen: 2.460803270339966 (2.7615434821854303) | > loss_kl: 2.176974058151245 (2.2696880318160755) | > loss_feat: 8.29587459564209 (8.6030502457904) | > loss_mel: 15.705300331115723 (15.561742774441711) | > loss_duration: 1.6895949840545654 (1.6344285950701465) | > amp_scaler: 64.0 (78.11282051282046) | > loss_1: 30.328548431396484 (30.830453145605887) | > grad_norm_1: tensor(1226.6445, device='cuda:0') (tensor(1013.2685, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 1.1556 (0.7556088899954772) | > loader_time: 0.0114 (0.011291980743408207)  --> TIME: 2025-02-19 23:58:25 -- STEP: 635/924 -- GLOBAL_STEP: 67750 | > loss_disc: 2.187387228012085 (2.2392432374278393) | > loss_disc_real_0: 0.06526794284582138 (0.1139296447638217) | > loss_disc_real_1: 0.1671248823404312 (0.19341978284083017) | > loss_disc_real_2: 0.2164716273546219 (0.20399121902589729) | > loss_disc_real_3: 0.22071705758571625 (0.20674599371557162) | > loss_disc_real_4: 0.2299954742193222 (0.21496923457919148) | > loss_disc_real_5: 0.2014629989862442 (0.2038149739109625) | > loss_0: 2.187387228012085 (2.2392432374278393) | > grad_norm_0: tensor(32.7008, device='cuda:0') (tensor(58.1587, device='cuda:0')) | > loss_gen: 2.9181013107299805 (2.7651731303357714) | > loss_kl: 2.1733415126800537 (2.268287352126414) | > loss_feat: 9.194348335266113 (8.620677639368015) | > loss_mel: 15.352149963378906 (15.579797089944675) | > loss_duration: 1.6213173866271973 (1.6338115836691676) | > amp_scaler: 64.0 (77.0015748031495) | > loss_1: 31.259260177612305 (30.867746833741197) | > grad_norm_1: tensor(875.0118, device='cuda:0') (tensor(1017.4065, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.7805 (0.7556304991714595) | > loader_time: 0.0135 (0.011325825668695408)  --> TIME: 2025-02-19 23:59:03 -- STEP: 685/924 -- GLOBAL_STEP: 67800 | > loss_disc: 2.2505393028259277 (2.2389035548606935) | > loss_disc_real_0: 0.17534588277339935 (0.11409488617558114) | > loss_disc_real_1: 0.20909906923770905 (0.19358420255627942) | > loss_disc_real_2: 0.23453545570373535 (0.2039177429066958) | > loss_disc_real_3: 0.20074234902858734 (0.20674472975469854) | > loss_disc_real_4: 0.2509922683238983 (0.21501262274971847) | > loss_disc_real_5: 0.20812582969665527 (0.2035536154343264) | > loss_0: 2.2505393028259277 (2.2389035548606935) | > grad_norm_0: tensor(76.9600, device='cuda:0') (tensor(58.3193, device='cuda:0')) | > loss_gen: 2.8983325958251953 (2.764853926470682) | > loss_kl: 2.250746726989746 (2.264755207952792) | > loss_feat: 8.415106773376465 (8.612117602355294) | > loss_mel: 14.919472694396973 (15.548959855963714) | > loss_duration: 1.6345505714416504 (1.633637483624647) | > amp_scaler: 64.0 (76.05255474452542) | > loss_1: 30.118209838867188 (30.824324113609148) | > grad_norm_1: tensor(1413.4718, device='cuda:0') (tensor(1025.1165, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.768 (0.7553138336125949) | > loader_time: 0.0109 (0.011327802351791498)  --> TIME: 2025-02-19 23:59:42 -- STEP: 735/924 -- GLOBAL_STEP: 67850 | > loss_disc: 2.346831798553467 (2.238809347477089) | > loss_disc_real_0: 0.25614792108535767 (0.1147395225178425) | > loss_disc_real_1: 0.19832859933376312 (0.1935410515893073) | > loss_disc_real_2: 0.20492784678936005 (0.2037967387713543) | > loss_disc_real_3: 0.18082159757614136 (0.20663139209860848) | > loss_disc_real_4: 0.22863227128982544 (0.21500208602876084) | > loss_disc_real_5: 0.21293705701828003 (0.20325000253664394) | > loss_0: 2.346831798553467 (2.238809347477089) | > grad_norm_0: tensor(191.6927, device='cuda:0') (tensor(59.8214, device='cuda:0')) | > loss_gen: 2.7776927947998047 (2.7682086065512963) | > loss_kl: 2.314002513885498 (2.2646536411882257) | > loss_feat: 8.098550796508789 (8.628764380240929) | > loss_mel: 15.238577842712402 (15.568916663345025) | > loss_duration: 1.5995079278945923 (1.6332162586199188) | > amp_scaler: 64.0 (75.23265306122437) | > loss_1: 30.028331756591797 (30.863759568921562) | > grad_norm_1: tensor(583.7568, device='cuda:0') (tensor(1024.8290, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.7808 (0.7556885310581749) | > loader_time: 0.0111 (0.011282341172095063)  --> TIME: 2025-02-20 00:00:20 -- STEP: 785/924 -- GLOBAL_STEP: 67900 | > loss_disc: 2.1732747554779053 (2.2397061190028116) | > loss_disc_real_0: 0.13450321555137634 (0.11503939762664069) | > loss_disc_real_1: 0.21258577704429626 (0.19363411523544102) | > loss_disc_real_2: 0.17723053693771362 (0.2038262975823348) | > loss_disc_real_3: 0.22403909265995026 (0.20651231649195312) | > loss_disc_real_4: 0.19194631278514862 (0.21481323733830912) | > loss_disc_real_5: 0.1730358898639679 (0.20328890307314076) | > loss_0: 2.1732747554779053 (2.2397061190028116) | > grad_norm_0: tensor(38.4252, device='cuda:0') (tensor(59.4541, device='cuda:0')) | > loss_gen: 2.928192377090454 (2.7664884400215906) | > loss_kl: 2.0714454650878906 (2.2632172031767075) | > loss_feat: 9.224167823791504 (8.623237150641764) | > loss_mel: 15.367881774902344 (15.572116045131805) | > loss_duration: 1.5946390628814697 (1.6334296805084136) | > amp_scaler: 64.0 (74.51719745222927) | > loss_1: 31.186325073242188 (30.85848854210726) | > grad_norm_1: tensor(1087.6946, device='cuda:0') (tensor(1026.4910, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.6873 (0.7558720382155883) | > loader_time: 0.014 (0.011293123330280284)  --> TIME: 2025-02-20 00:00:59 -- STEP: 835/924 -- GLOBAL_STEP: 67950 | > loss_disc: 2.0938336849212646 (2.2363351186592433) | > loss_disc_real_0: 0.0776379331946373 (0.11345112674652102) | > loss_disc_real_1: 0.19114214181900024 (0.19352471670526228) | > loss_disc_real_2: 0.16356638073921204 (0.2036506161896769) | > loss_disc_real_3: 0.190848708152771 (0.20660184216713476) | > loss_disc_real_4: 0.23692160844802856 (0.21488405564231078) | > loss_disc_real_5: 0.1969977617263794 (0.20324608779952913) | > loss_0: 2.0938336849212646 (2.2363351186592433) | > grad_norm_0: tensor(35.0754, device='cuda:0') (tensor(59.3357, device='cuda:0')) | > loss_gen: 3.0162007808685303 (2.770765133246693) | > loss_kl: 2.193425416946411 (2.266629573399436) | > loss_feat: 9.498248100280762 (8.636119185236389) | > loss_mel: 15.733863830566406 (15.572021073210026) | > loss_duration: 1.6252930164337158 (1.6330600849882577) | > amp_scaler: 64.0 (73.88742514970056) | > loss_1: 32.06703186035156 (30.87859506207312) | > grad_norm_1: tensor(568.9860, device='cuda:0') (tensor(1025.1188, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.7552 (0.7555033321152188) | > loader_time: 0.0107 (0.011296447879539996)  --> TIME: 2025-02-20 00:01:37 -- STEP: 885/924 -- GLOBAL_STEP: 68000 | > loss_disc: 2.197453260421753 (2.235223932993616) | > loss_disc_real_0: 0.07840669900178909 (0.11307701247686383) | > loss_disc_real_1: 0.2099905163049698 (0.19349842744190138) | > loss_disc_real_2: 0.20872482657432556 (0.2034629561301679) | > loss_disc_real_3: 0.2298152595758438 (0.20667157902219202) | > loss_disc_real_4: 0.19796471297740936 (0.2148415004129464) | > loss_disc_real_5: 0.19273260235786438 (0.2031773137339091) | > loss_0: 2.197453260421753 (2.235223932993616) | > grad_norm_0: tensor(28.7510, device='cuda:0') (tensor(59.8437, device='cuda:0')) | > loss_gen: 2.6039879322052 (2.7748462078935034) | > loss_kl: 2.0970776081085205 (2.271165910548412) | > loss_feat: 8.686402320861816 (8.649928802554877) | > loss_mel: 16.004302978515625 (15.588615065105891) | > loss_duration: 1.6189541816711426 (1.633149660778585) | > amp_scaler: 64.0 (73.32881355932201) | > loss_1: 31.010725021362305 (30.91770566089005) | > grad_norm_1: tensor(769.3389, device='cuda:0') (tensor(1018.0274, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.7896 (0.7555939860263111) | > loader_time: 0.0114 (0.011277939370796509) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_68000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4597177505493164 (2.4597177505493164) | > loss_disc_real_0: 0.18054801225662231 (0.18054801225662231) | > loss_disc_real_1: 0.211167573928833 (0.211167573928833) | > loss_disc_real_2: 0.2469918131828308 (0.2469918131828308) | > loss_disc_real_3: 0.18926943838596344 (0.18926943838596344) | > loss_disc_real_4: 0.16744187474250793 (0.16744187474250793) | > loss_disc_real_5: 0.2409253865480423 (0.2409253865480423) | > loss_0: 2.4597177505493164 (2.4597177505493164) | > loss_gen: 2.4010605812072754 (2.4010605812072754) | > loss_kl: 2.1183135509490967 (2.1183135509490967) | > loss_feat: 7.464441299438477 (7.464441299438477) | > loss_mel: 14.598003387451172 (14.598003387451172) | > loss_duration: 1.6742637157440186 (1.6742637157440186) | > loss_1: 28.25608253479004 (28.25608253479004)  --> STEP: 1 | > loss_disc: 2.3964009284973145 (2.3964009284973145) | > loss_disc_real_0: 0.21865244209766388 (0.21865244209766388) | > loss_disc_real_1: 0.19674710929393768 (0.19674710929393768) | > loss_disc_real_2: 0.20475773513317108 (0.20475773513317108) | > loss_disc_real_3: 0.21616710722446442 (0.21616710722446442) | > loss_disc_real_4: 0.14994163811206818 (0.14994163811206818) | > loss_disc_real_5: 0.27023211121559143 (0.27023211121559143) | > loss_0: 2.3964009284973145 (2.3964009284973145) | > loss_gen: 2.5576541423797607 (2.5576541423797607) | > loss_kl: 2.1361138820648193 (2.1361138820648193) | > loss_feat: 7.80377197265625 (7.80377197265625) | > loss_mel: 15.111808776855469 (15.111808776855469) | > loss_duration: 1.6910353899002075 (1.6910353899002075) | > loss_1: 29.300384521484375 (29.300384521484375)  --> STEP: 2 | > loss_disc: 2.3263773918151855 (2.36138916015625) | > loss_disc_real_0: 0.18875432014465332 (0.2037033811211586) | > loss_disc_real_1: 0.18275611102581024 (0.18975161015987396) | > loss_disc_real_2: 0.204766646027565 (0.20476219058036804) | > loss_disc_real_3: 0.20272842049598694 (0.20944776386022568) | > loss_disc_real_4: 0.16096508502960205 (0.1554533615708351) | > loss_disc_real_5: 0.2347055822610855 (0.25246884673833847) | > loss_0: 2.3263773918151855 (2.36138916015625) | > loss_gen: 2.5356738567352295 (2.546663999557495) | > loss_kl: 2.1304478645324707 (2.133280873298645) | > loss_feat: 8.548161506652832 (8.175966739654541) | > loss_mel: 15.386886596679688 (15.249347686767578) | > loss_duration: 1.5757629871368408 (1.6333991885185242) | > loss_1: 30.17693328857422 (29.738658905029297)  --> STEP: 3 | > loss_disc: 2.3196184635162354 (2.3474655946095786) | > loss_disc_real_0: 0.20605866611003876 (0.204488476117452) | > loss_disc_real_1: 0.17406868934631348 (0.18452396988868713) | > loss_disc_real_2: 0.1952258199453354 (0.2015834003686905) | > loss_disc_real_3: 0.21072539687156677 (0.2098736415306727) | > loss_disc_real_4: 0.1571430116891861 (0.15601657827695212) | > loss_disc_real_5: 0.25693178176879883 (0.25395649174849194) | > loss_0: 2.3196184635162354 (2.3474655946095786) | > loss_gen: 2.5759363174438477 (2.556421438852946) | > loss_kl: 2.0869252681732178 (2.1178290049235025) | > loss_feat: 8.117254257202148 (8.15639591217041) | > loss_mel: 15.065336227416992 (15.188010533650717) | > loss_duration: 1.6574411392211914 (1.6414131720860798) | > loss_1: 29.502891540527344 (29.660069783528645)  --> STEP: 4 | > loss_disc: 2.434626340866089 (2.369255781173706) | > loss_disc_real_0: 0.17193739116191864 (0.19635070487856865) | > loss_disc_real_1: 0.20715747773647308 (0.19018234685063362) | > loss_disc_real_2: 0.21634605526924133 (0.2052740640938282) | > loss_disc_real_3: 0.21813248097896576 (0.21193835139274597) | > loss_disc_real_4: 0.19430620968341827 (0.16558898612856865) | > loss_disc_real_5: 0.2615986764431 (0.25586703792214394) | > loss_0: 2.434626340866089 (2.369255781173706) | > loss_gen: 2.410295009613037 (2.5198898315429688) | > loss_kl: 2.0199477672576904 (2.0933586955070496) | > loss_feat: 6.847996711730957 (7.829296112060547) | > loss_mel: 14.19093132019043 (14.938740730285645) | > loss_duration: 1.7607210874557495 (1.6712401509284973) | > loss_1: 27.22989273071289 (29.052525520324707)  --> STEP: 5 | > loss_disc: 2.473677158355713 (2.3901400566101074) | > loss_disc_real_0: 0.2823654115200043 (0.21355364620685577) | > loss_disc_real_1: 0.1985434889793396 (0.1918545752763748) | > loss_disc_real_2: 0.19639252126216888 (0.20349775552749633) | > loss_disc_real_3: 0.2716340720653534 (0.22387749552726746) | > loss_disc_real_4: 0.17366880178451538 (0.16720494925975798) | > loss_disc_real_5: 0.17504015564918518 (0.23970166146755217) | > loss_0: 2.473677158355713 (2.3901400566101074) | > loss_gen: 2.2917428016662598 (2.474260425567627) | > loss_kl: 1.9941229820251465 (2.073511552810669) | > loss_feat: 6.151247501373291 (7.493686389923096) | > loss_mel: 11.980142593383789 (14.347021102905273) | > loss_duration: 1.530076503753662 (1.6430074214935302) | > loss_1: 23.94733238220215 (28.031486892700194) --> EVAL PERFORMANCE | > avg_loader_time: 0.15442442893981934 (-0.0032642364501953014) | > avg_loss_disc: 2.3901400566101074 (+0.26252474784851065) | > avg_loss_disc_real_0: 0.21355364620685577 (+0.13705113157629967) | > avg_loss_disc_real_1: 0.1918545752763748 (-0.006822767853736894) | > avg_loss_disc_real_2: 0.20349775552749633 (-0.007675096392631531) | > avg_loss_disc_real_3: 0.22387749552726746 (-0.005011713504791265) | > avg_loss_disc_real_4: 0.16720494925975798 (-0.04282118380069733) | > avg_loss_disc_real_5: 0.23970166146755217 (+0.03930500745773313) | > avg_loss_0: 2.3901400566101074 (+0.26252474784851065) | > avg_loss_gen: 2.474260425567627 (-0.2665080547332761) | > avg_loss_kl: 2.073511552810669 (-0.0210507392883299) | > avg_loss_feat: 7.493686389923096 (-0.97719783782959) | > avg_loss_mel: 14.347021102905273 (-0.06815547943115163) | > avg_loss_duration: 1.6430074214935302 (-0.008499407768249645) | > avg_loss_1: 28.031486892700194 (-1.3414127349853544)  > EPOCH: 24/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 00:02:18)   --> TIME: 2025-02-20 00:02:28 -- STEP: 11/924 -- GLOBAL_STEP: 68050 | > loss_disc: 2.321437358856201 (2.257471734827215) | > loss_disc_real_0: 0.19069752097129822 (0.10291894525289536) | > loss_disc_real_1: 0.1906152069568634 (0.19904042780399323) | > loss_disc_real_2: 0.20616447925567627 (0.21334750273010947) | > loss_disc_real_3: 0.21098968386650085 (0.1975834613496607) | > loss_disc_real_4: 0.20090323686599731 (0.21927853470498865) | > loss_disc_real_5: 0.18759046494960785 (0.1989967958493666) | > loss_0: 2.321437358856201 (2.257471734827215) | > grad_norm_0: tensor(144.5883, device='cuda:0') (tensor(73.4786, device='cuda:0')) | > loss_gen: 2.9053618907928467 (2.821962920102206) | > loss_kl: 2.1418797969818115 (2.253081061623313) | > loss_feat: 8.710728645324707 (8.706344257701527) | > loss_mel: 16.536083221435547 (15.902824141762473) | > loss_duration: 1.634227991104126 (1.6159455992958762) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.928279876708984 (31.30015858736905) | > grad_norm_1: tensor(1256.2601, device='cuda:0') (tensor(952.6946, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.7664 (0.7523076751015403) | > loader_time: 0.01 (0.01153033429926092)  --> TIME: 2025-02-20 00:03:06 -- STEP: 61/924 -- GLOBAL_STEP: 68100 | > loss_disc: 2.1785507202148438 (2.2169737815856934) | > loss_disc_real_0: 0.04620390757918358 (0.09845965899160651) | > loss_disc_real_1: 0.19029082357883453 (0.1975961671989472) | > loss_disc_real_2: 0.14929181337356567 (0.20856352443577814) | > loss_disc_real_3: 0.17479348182678223 (0.20355599312508693) | > loss_disc_real_4: 0.19920995831489563 (0.2139870443793594) | > loss_disc_real_5: 0.1892261803150177 (0.19904931182744073) | > loss_0: 2.1785507202148438 (2.2169737815856934) | > grad_norm_0: tensor(54.6968, device='cuda:0') (tensor(49.9679, device='cuda:0')) | > loss_gen: 2.680192708969116 (2.8032971913697295) | > loss_kl: 2.1438374519348145 (2.250285316686161) | > loss_feat: 9.313698768615723 (8.75766645494055) | > loss_mel: 16.173749923706055 (15.714052278487408) | > loss_duration: 1.6548175811767578 (1.6350354327530157) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.966297149658203 (31.160336916563942) | > grad_norm_1: tensor(2076.7629, device='cuda:0') (tensor(923.6385, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.7351 (0.7502554479192515) | > loader_time: 0.0104 (0.011303135606109117)  --> TIME: 2025-02-20 00:03:45 -- STEP: 111/924 -- GLOBAL_STEP: 68150 | > loss_disc: 2.0705151557922363 (2.2060721221270874) | > loss_disc_real_0: 0.09225472807884216 (0.0937743878310865) | > loss_disc_real_1: 0.19153429567813873 (0.19534909309030654) | > loss_disc_real_2: 0.168351411819458 (0.2049980774387583) | > loss_disc_real_3: 0.17825762927532196 (0.20601268555666952) | > loss_disc_real_4: 0.16445299983024597 (0.21359973689457318) | > loss_disc_real_5: 0.2023804485797882 (0.20166768482676498) | > loss_0: 2.0705151557922363 (2.2060721221270874) | > grad_norm_0: tensor(84.4258, device='cuda:0') (tensor(51.0619, device='cuda:0')) | > loss_gen: 2.979381561279297 (2.820378408775673) | > loss_kl: 2.267611503601074 (2.269426756076984) | > loss_feat: 10.134013175964355 (8.816113437618228) | > loss_mel: 17.02950668334961 (15.769520785357502) | > loss_duration: 1.6578298807144165 (1.6353056634868588) | > amp_scaler: 64.0 (64.0) | > loss_1: 34.06834411621094 (31.310745393907702) | > grad_norm_1: tensor(942.4747, device='cuda:0') (tensor(923.6957, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.7351 (0.750616488156018) | > loader_time: 0.0107 (0.011178890864054358)  --> TIME: 2025-02-20 00:04:23 -- STEP: 161/924 -- GLOBAL_STEP: 68200 | > loss_disc: 2.2347943782806396 (2.2171324069455554) | > loss_disc_real_0: 0.0836678072810173 (0.09950174382014303) | > loss_disc_real_1: 0.19986604154109955 (0.1957146398584295) | > loss_disc_real_2: 0.20844702422618866 (0.20371730755204745) | > loss_disc_real_3: 0.22285699844360352 (0.20667818781011593) | > loss_disc_real_4: 0.2707459628582001 (0.21440467118106274) | > loss_disc_real_5: 0.19440262019634247 (0.20190905728695555) | > loss_0: 2.2347943782806396 (2.2171324069455554) | > grad_norm_0: tensor(70.4191, device='cuda:0') (tensor(53.2669, device='cuda:0')) | > loss_gen: 2.84102463722229 (2.8066300916375573) | > loss_kl: 1.9597023725509644 (2.2521682644482723) | > loss_feat: 9.333017349243164 (8.76010342710507) | > loss_mel: 16.4066104888916 (15.725987594320166) | > loss_duration: 1.656188726425171 (1.6346669448828846) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.19654083251953 (31.179556532676177) | > grad_norm_1: tensor(1055.5990, device='cuda:0') (tensor(956.6927, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.7349 (0.7538892615655934) | > loader_time: 0.0104 (0.011152606573164095)  --> TIME: 2025-02-20 00:05:02 -- STEP: 211/924 -- GLOBAL_STEP: 68250 | > loss_disc: 2.214587688446045 (2.2231649618013214) | > loss_disc_real_0: 0.0868537649512291 (0.10540951675430857) | > loss_disc_real_1: 0.16055598855018616 (0.19463876115767312) | > loss_disc_real_2: 0.16253802180290222 (0.20283445687655594) | > loss_disc_real_3: 0.18971370160579681 (0.20669349187640781) | > loss_disc_real_4: 0.1841520071029663 (0.21374574882724273) | > loss_disc_real_5: 0.20633597671985626 (0.20289382331461703) | > loss_0: 2.214587688446045 (2.2231649618013214) | > grad_norm_0: tensor(81.7438, device='cuda:0') (tensor(59.7319, device='cuda:0')) | > loss_gen: 2.92891788482666 (2.794409386919572) | > loss_kl: 2.274352788925171 (2.25591206324609) | > loss_feat: 9.061566352844238 (8.70231836779987) | > loss_mel: 16.454811096191406 (15.676372256889163) | > loss_duration: 1.5930583477020264 (1.6320601995522377) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.312705993652344 (31.06107242638466) | > grad_norm_1: tensor(1762.2063, device='cuda:0') (tensor(1090.1907, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.7148 (0.7543172327828068) | > loader_time: 0.0108 (0.01124237724955048)  --> TIME: 2025-02-20 00:05:40 -- STEP: 261/924 -- GLOBAL_STEP: 68300 | > loss_disc: 2.4249181747436523 (2.2261960287203735) | > loss_disc_real_0: 0.07711552828550339 (0.10765246443193532) | > loss_disc_real_1: 0.18699486553668976 (0.19471059397034263) | > loss_disc_real_2: 0.18942703306674957 (0.20307520671365822) | > loss_disc_real_3: 0.18840183317661285 (0.20630085428327435) | > loss_disc_real_4: 0.17988909780979156 (0.2138840848458681) | > loss_disc_real_5: 0.21030013263225555 (0.20290624467349144) | > loss_0: 2.4249181747436523 (2.2261960287203735) | > grad_norm_0: tensor(29.7998, device='cuda:0') (tensor(62.8875, device='cuda:0')) | > loss_gen: 2.4297213554382324 (2.7926004809894773) | > loss_kl: 2.1862294673919678 (2.252748650609304) | > loss_feat: 7.652095317840576 (8.684763625207072) | > loss_mel: 14.545516014099121 (15.646528207479308) | > loss_duration: 1.5795165300369263 (1.632847591378223) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.39307975769043 (31.00948872328718) | > grad_norm_1: tensor(1567.8369, device='cuda:0') (tensor(1084.1846, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.7754 (0.7541831937329524) | > loader_time: 0.0098 (0.011260499442674191)  --> TIME: 2025-02-20 00:06:19 -- STEP: 311/924 -- GLOBAL_STEP: 68350 | > loss_disc: 2.071345090866089 (2.2183065468092056) | > loss_disc_real_0: 0.09403686225414276 (0.1055633547173819) | > loss_disc_real_1: 0.20761549472808838 (0.193797562762472) | > loss_disc_real_2: 0.18469677865505219 (0.20255803563587166) | > loss_disc_real_3: 0.21284522116184235 (0.20645126379379505) | > loss_disc_real_4: 0.21669501066207886 (0.21359198705751412) | > loss_disc_real_5: 0.18189090490341187 (0.2028250816454841) | > loss_0: 2.071345090866089 (2.2183065468092056) | > grad_norm_0: tensor(35.5089, device='cuda:0') (tensor(59.8205, device='cuda:0')) | > loss_gen: 2.9387712478637695 (2.7974249933310267) | > loss_kl: 2.203571319580078 (2.2431983940087705) | > loss_feat: 9.391951560974121 (8.714075496342403) | > loss_mel: 15.667516708374023 (15.658140341951917) | > loss_duration: 1.6725544929504395 (1.6327579377931796) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.87436294555664 (31.04559727880349) | > grad_norm_1: tensor(562.5927, device='cuda:0') (tensor(1057.5667, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.7584 (0.7545370465306223) | > loader_time: 0.0111 (0.011226149617284052)  --> TIME: 2025-02-20 00:06:58 -- STEP: 361/924 -- GLOBAL_STEP: 68400 | > loss_disc: 2.119398832321167 (2.216325446179038) | > loss_disc_real_0: 0.05407886952161789 (0.10450068356629223) | > loss_disc_real_1: 0.20478202402591705 (0.1938154678017809) | > loss_disc_real_2: 0.22712519764900208 (0.202616382338664) | > loss_disc_real_3: 0.24923060834407806 (0.20640202869668892) | > loss_disc_real_4: 0.24936705827713013 (0.2135183144144074) | > loss_disc_real_5: 0.19895003736019135 (0.20296105697049324) | > loss_0: 2.119398832321167 (2.216325446179038) | > grad_norm_0: tensor(15.1565, device='cuda:0') (tensor(58.4470, device='cuda:0')) | > loss_gen: 2.9813528060913086 (2.7990726143369375) | > loss_kl: 2.013681411743164 (2.2471986817521046) | > loss_feat: 9.34555435180664 (8.714649217610873) | > loss_mel: 16.723163604736328 (15.635600092668613) | > loss_duration: 1.6388869285583496 (1.6335002973139119) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.70263671875 (31.030020996474164) | > grad_norm_1: tensor(425.5511, device='cuda:0') (tensor(1041.6473, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.7391 (0.7554109565438987) | > loader_time: 0.01 (0.01125020135472686)  --> TIME: 2025-02-20 00:07:37 -- STEP: 411/924 -- GLOBAL_STEP: 68450 | > loss_disc: 2.0601725578308105 (2.210861925081035) | > loss_disc_real_0: 0.05622964724898338 (0.10219460048705992) | > loss_disc_real_1: 0.18395169079303741 (0.19389543709528706) | > loss_disc_real_2: 0.21674844622612 (0.2026051965943219) | > loss_disc_real_3: 0.19077350199222565 (0.2061447634241587) | > loss_disc_real_4: 0.2040334939956665 (0.21323296837418038) | > loss_disc_real_5: 0.1949276477098465 (0.20253400580726397) | > loss_0: 2.0601725578308105 (2.210861925081035) | > grad_norm_0: tensor(58.6030, device='cuda:0') (tensor(57.7963, device='cuda:0')) | > loss_gen: 2.9859447479248047 (2.8069940930155353) | > loss_kl: 2.090263605117798 (2.2437631593713476) | > loss_feat: 9.780282974243164 (8.741027421324794) | > loss_mel: 16.83408546447754 (15.672669436229697) | > loss_duration: 1.6293658018112183 (1.6338498911428332) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.319942474365234 (31.098304047781767) | > grad_norm_1: tensor(741.9172, device='cuda:0') (tensor(1004.0341, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.7865 (0.7559116397170835) | > loader_time: 0.0158 (0.011262481230018783)  --> TIME: 2025-02-20 00:08:15 -- STEP: 461/924 -- GLOBAL_STEP: 68500 | > loss_disc: 2.1842617988586426 (2.210238031865203) | > loss_disc_real_0: 0.09334848076105118 (0.101054258155687) | > loss_disc_real_1: 0.17771989107131958 (0.19403336211683433) | > loss_disc_real_2: 0.20462240278720856 (0.20285849037242823) | > loss_disc_real_3: 0.21852177381515503 (0.20622122109970664) | > loss_disc_real_4: 0.18254095315933228 (0.21342706521912408) | > loss_disc_real_5: 0.17405487596988678 (0.20223010413817363) | > loss_0: 2.1842617988586426 (2.210238031865203) | > grad_norm_0: tensor(34.3727, device='cuda:0') (tensor(56.8499, device='cuda:0')) | > loss_gen: 2.8718788623809814 (2.809616028874659) | > loss_kl: 2.473357677459717 (2.2482130623174066) | > loss_feat: 9.253276824951172 (8.748541015864978) | > loss_mel: 15.59019947052002 (15.673348284078006) | > loss_duration: 1.6347877979278564 (1.6334925835665288) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.823501586914062 (31.113211050468) | > grad_norm_1: tensor(379.5657, device='cuda:0') (tensor(972.1365, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.7555 (0.7562098916854362) | > loader_time: 0.0107 (0.011262731283192004)  --> TIME: 2025-02-20 00:08:55 -- STEP: 511/924 -- GLOBAL_STEP: 68550 | > loss_disc: 2.2832775115966797 (2.2089705350581) | > loss_disc_real_0: 0.08527763932943344 (0.1014069331128245) | > loss_disc_real_1: 0.14491534233093262 (0.1936972251493637) | > loss_disc_real_2: 0.20198805630207062 (0.20254285569410277) | > loss_disc_real_3: 0.1963595300912857 (0.20625450688098976) | > loss_disc_real_4: 0.2147003710269928 (0.21344672563374625) | > loss_disc_real_5: 0.2253253161907196 (0.20239161523587548) | > loss_0: 2.2832775115966797 (2.2089705350581) | > grad_norm_0: tensor(47.4647, device='cuda:0') (tensor(57.2198, device='cuda:0')) | > loss_gen: 2.535252332687378 (2.809021533118768) | > loss_kl: 2.2747139930725098 (2.248971073128238) | > loss_feat: 8.878320693969727 (8.752389601765321) | > loss_mel: 16.262399673461914 (15.663730815432077) | > loss_duration: 1.6488341093063354 (1.6333849539728778) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.599519729614258 (31.107498027107255) | > grad_norm_1: tensor(1772.4911, device='cuda:0') (tensor(981.5963, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.759 (0.7572940226403702) | > loader_time: 0.0102 (0.011214470909999542)  --> TIME: 2025-02-20 00:09:33 -- STEP: 561/924 -- GLOBAL_STEP: 68600 | > loss_disc: 2.179243803024292 (2.2106772922577087) | > loss_disc_real_0: 0.051803164184093475 (0.10254185097275464) | > loss_disc_real_1: 0.2151266485452652 (0.19379310285981324) | > loss_disc_real_2: 0.238601416349411 (0.20266440032637703) | > loss_disc_real_3: 0.23550114035606384 (0.20640088469055676) | > loss_disc_real_4: 0.23372672498226166 (0.21335157141115996) | > loss_disc_real_5: 0.19547493755817413 (0.20223424773590237) | > loss_0: 2.179243803024292 (2.2106772922577087) | > grad_norm_0: tensor(15.8157, device='cuda:0') (tensor(57.5589, device='cuda:0')) | > loss_gen: 2.9523239135742188 (2.807924799740632) | > loss_kl: 2.3084089756011963 (2.242984753454008) | > loss_feat: 8.990220069885254 (8.753337849907703) | > loss_mel: 15.98893928527832 (15.67498570882488) | > loss_duration: 1.6083191633224487 (1.6332469700492003) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.848209381103516 (31.112480156774403) | > grad_norm_1: tensor(477.1636, device='cuda:0') (tensor(1008.4843, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.7493 (0.7571181617743618) | > loader_time: 0.0108 (0.011221557589988232)  --> TIME: 2025-02-20 00:10:12 -- STEP: 611/924 -- GLOBAL_STEP: 68650 | > loss_disc: 2.260361909866333 (2.213890277422395) | > loss_disc_real_0: 0.16293802857398987 (0.10366872991641009) | > loss_disc_real_1: 0.17152239382266998 (0.1941519973955061) | > loss_disc_real_2: 0.20542776584625244 (0.20275077306697495) | > loss_disc_real_3: 0.17929303646087646 (0.2063326363721574) | > loss_disc_real_4: 0.20427121222019196 (0.2135653568465269) | > loss_disc_real_5: 0.17709912359714508 (0.20231750400191245) | > loss_0: 2.260361909866333 (2.213890277422395) | > grad_norm_0: tensor(120.4454, device='cuda:0') (tensor(57.1810, device='cuda:0')) | > loss_gen: 2.708221435546875 (2.8024568335319295) | > loss_kl: 2.1445727348327637 (2.243205203557366) | > loss_feat: 8.5851411819458 (8.740228507795827) | > loss_mel: 15.246810913085938 (15.666777464059683) | > loss_duration: 1.6257505416870117 (1.6328442094759157) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.310497283935547 (31.085512314217375) | > grad_norm_1: tensor(1035.7745, device='cuda:0') (tensor(1014.9926, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.7489 (0.7570296001122159) | > loader_time: 0.0101 (0.011216693150821569)  --> TIME: 2025-02-20 00:10:50 -- STEP: 661/924 -- GLOBAL_STEP: 68700 | > loss_disc: 2.2800400257110596 (2.21411516590667) | > loss_disc_real_0: 0.1270875781774521 (0.10361942022464013) | > loss_disc_real_1: 0.206117644906044 (0.194166782561481) | > loss_disc_real_2: 0.19055573642253876 (0.20288461884103284) | > loss_disc_real_3: 0.2176065593957901 (0.20620077176642318) | > loss_disc_real_4: 0.22656579315662384 (0.21353344515574682) | > loss_disc_real_5: 0.1877344399690628 (0.20212002145901398) | > loss_0: 2.2800400257110596 (2.21411516590667) | > grad_norm_0: tensor(59.1344, device='cuda:0') (tensor(57.5784, device='cuda:0')) | > loss_gen: 2.742865562438965 (2.803650634912787) | > loss_kl: 2.3339242935180664 (2.243445403637216) | > loss_feat: 8.05772876739502 (8.74331523935662) | > loss_mel: 14.760805130004883 (15.651738774217383) | > loss_duration: 1.6247360706329346 (1.632631661671914) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.520061492919922 (31.074781818938146) | > grad_norm_1: tensor(1240.6193, device='cuda:0') (tensor(1017.4784, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.7557 (0.7571122202678456) | > loader_time: 0.0111 (0.01123530348923492)  --> TIME: 2025-02-20 00:11:29 -- STEP: 711/924 -- GLOBAL_STEP: 68750 | > loss_disc: 2.435455083847046 (2.215914412389829) | > loss_disc_real_0: 0.16289331018924713 (0.10461842680268738) | > loss_disc_real_1: 0.22175651788711548 (0.1941377733494829) | > loss_disc_real_2: 0.24298416078090668 (0.20309068924850895) | > loss_disc_real_3: 0.2762587070465088 (0.2061553743318164) | > loss_disc_real_4: 0.2519822120666504 (0.21372090695025045) | > loss_disc_real_5: 0.2337491512298584 (0.2020049808146079) | > loss_0: 2.435455083847046 (2.215914412389829) | > grad_norm_0: tensor(215.4005, device='cuda:0') (tensor(58.6355, device='cuda:0')) | > loss_gen: 2.8655617237091064 (2.8023881838459173) | > loss_kl: 2.1089229583740234 (2.2419076938334053) | > loss_feat: 8.87882137298584 (8.73423550333488) | > loss_mel: 16.34541893005371 (15.638555844624838) | > loss_duration: 1.6281657218933105 (1.6325442920086588) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.826892852783203 (31.049631615060626) | > grad_norm_1: tensor(1440.1445, device='cuda:0') (tensor(1021.4597, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.7264 (0.7573396623050782) | > loader_time: 0.0105 (0.011247868947003635)  --> TIME: 2025-02-20 00:12:08 -- STEP: 761/924 -- GLOBAL_STEP: 68800 | > loss_disc: 2.2966487407684326 (2.21803279618553) | > loss_disc_real_0: 0.08971516788005829 (0.10556102269200635) | > loss_disc_real_1: 0.17736788094043732 (0.19407377197222384) | > loss_disc_real_2: 0.19952787458896637 (0.2029034251374109) | > loss_disc_real_3: 0.1937110424041748 (0.2061560622926768) | > loss_disc_real_4: 0.2078065127134323 (0.21386913230713658) | > loss_disc_real_5: 0.167386993765831 (0.20177872917576947) | > loss_0: 2.2966487407684326 (2.21803279618553) | > grad_norm_0: tensor(31.8311, device='cuda:0') (tensor(59.0369, device='cuda:0')) | > loss_gen: 2.5957369804382324 (2.801905992623228) | > loss_kl: 2.390571355819702 (2.2442915640115415) | > loss_feat: 8.691117286682129 (8.740043314308442) | > loss_mel: 16.039670944213867 (15.6581393165438) | > loss_duration: 1.6257315874099731 (1.6323356575157577) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.342830657958984 (31.076715928026317) | > grad_norm_1: tensor(1252.0406, device='cuda:0') (tensor(1020.6379, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.7227 (0.7576179632846067) | > loader_time: 0.0095 (0.01125556442020131)  --> TIME: 2025-02-20 00:12:47 -- STEP: 811/924 -- GLOBAL_STEP: 68850 | > loss_disc: 2.3970417976379395 (2.219673158208189) | > loss_disc_real_0: 0.10784848034381866 (0.1063704762249524) | > loss_disc_real_1: 0.18218478560447693 (0.19383384401274956) | > loss_disc_real_2: 0.23633459210395813 (0.20301932289406352) | > loss_disc_real_3: 0.18862853944301605 (0.2062070634854561) | > loss_disc_real_4: 0.23975595831871033 (0.2140639676963945) | > loss_disc_real_5: 0.2511298656463623 (0.20177794388425344) | > loss_0: 2.3970417976379395 (2.219673158208189) | > grad_norm_0: tensor(54.3669, device='cuda:0') (tensor(59.1178, device='cuda:0')) | > loss_gen: 2.8030624389648438 (2.7985785959975207) | > loss_kl: 2.394848108291626 (2.2425162549671502) | > loss_feat: 8.317427635192871 (8.721222140198133) | > loss_mel: 15.907113075256348 (15.640890113228494) | > loss_duration: 1.602036476135254 (1.6319642966537382) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.024486541748047 (31.03517147821504) | > grad_norm_1: tensor(1595.7217, device='cuda:0') (tensor(1034.4357, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.7763 (0.7577118676628932) | > loader_time: 0.0117 (0.011266234476675092)  --> TIME: 2025-02-20 00:13:26 -- STEP: 861/924 -- GLOBAL_STEP: 68900 | > loss_disc: 2.329399585723877 (2.221303585652832) | > loss_disc_real_0: 0.11838223785161972 (0.10696167488659235) | > loss_disc_real_1: 0.21468569338321686 (0.19378320562991802) | > loss_disc_real_2: 0.22775636613368988 (0.20307414406752622) | > loss_disc_real_3: 0.1923084557056427 (0.20648978425581427) | > loss_disc_real_4: 0.20370930433273315 (0.214136432324137) | > loss_disc_real_5: 0.17879152297973633 (0.2018619431885832) | > loss_0: 2.329399585723877 (2.221303585652832) | > grad_norm_0: tensor(31.7299, device='cuda:0') (tensor(59.5038, device='cuda:0')) | > loss_gen: 2.6297926902770996 (2.796887720641913) | > loss_kl: 2.2613413333892822 (2.2456299193921696) | > loss_feat: 8.619680404663086 (8.709996527495697) | > loss_mel: 15.200935363769531 (15.629507724970198) | > loss_duration: 1.6624029874801636 (1.6316304847892291) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.37415313720703 (31.013652442639714) | > grad_norm_1: tensor(1892.5183, device='cuda:0') (tensor(1032.3098, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.7441 (0.7580653762706621) | > loader_time: 0.0111 (0.011276774290131363)  --> TIME: 2025-02-20 00:14:04 -- STEP: 911/924 -- GLOBAL_STEP: 68950 | > loss_disc: 2.161989450454712 (2.2211284943652885) | > loss_disc_real_0: 0.05898411571979523 (0.10681258946959787) | > loss_disc_real_1: 0.2115526646375656 (0.19368163349861364) | > loss_disc_real_2: 0.24175088107585907 (0.20323655732245927) | > loss_disc_real_3: 0.206314355134964 (0.2063846927868156) | > loss_disc_real_4: 0.21205322444438934 (0.21422430418194582) | > loss_disc_real_5: 0.22228240966796875 (0.20210276794355087) | > loss_0: 2.161989450454712 (2.2211284943652885) | > grad_norm_0: tensor(7.8649, device='cuda:0') (tensor(59.9283, device='cuda:0')) | > loss_gen: 2.8296144008636475 (2.797608876463873) | > loss_kl: 2.198955774307251 (2.2458622839003337) | > loss_feat: 8.965352058410645 (8.713314676127762) | > loss_mel: 14.270217895507812 (15.632840388954406) | > loss_duration: 1.5888746976852417 (1.6310319081357754) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.85301399230957 (31.02065818527004) | > grad_norm_1: tensor(544.3753, device='cuda:0') (tensor(1038.0909, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.7801 (0.757858149699139) | > loader_time: 0.0103 (0.011275021880701532)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.151454448699951 (2.151454448699951) | > loss_disc_real_0: 0.09948165714740753 (0.09948165714740753) | > loss_disc_real_1: 0.19626764953136444 (0.19626764953136444) | > loss_disc_real_2: 0.21052351593971252 (0.21052351593971252) | > loss_disc_real_3: 0.20157337188720703 (0.20157337188720703) | > loss_disc_real_4: 0.24288885295391083 (0.24288885295391083) | > loss_disc_real_5: 0.20988896489143372 (0.20988896489143372) | > loss_0: 2.151454448699951 (2.151454448699951) | > loss_gen: 2.888794422149658 (2.888794422149658) | > loss_kl: 2.1482796669006348 (2.1482796669006348) | > loss_feat: 9.196921348571777 (9.196921348571777) | > loss_mel: 15.77800178527832 (15.77800178527832) | > loss_duration: 1.6608989238739014 (1.6608989238739014) | > loss_1: 31.672895431518555 (31.672895431518555)  --> STEP: 1 | > loss_disc: 2.3524856567382812 (2.3524856567382812) | > loss_disc_real_0: 0.12587802112102509 (0.12587802112102509) | > loss_disc_real_1: 0.22327092289924622 (0.22327092289924622) | > loss_disc_real_2: 0.23139336705207825 (0.23139336705207825) | > loss_disc_real_3: 0.21811138093471527 (0.21811138093471527) | > loss_disc_real_4: 0.26283547282218933 (0.26283547282218933) | > loss_disc_real_5: 0.22820118069648743 (0.22820118069648743) | > loss_0: 2.3524856567382812 (2.3524856567382812) | > loss_gen: 2.6513214111328125 (2.6513214111328125) | > loss_kl: 2.1543571949005127 (2.1543571949005127) | > loss_feat: 7.124802589416504 (7.124802589416504) | > loss_mel: 12.806456565856934 (12.806456565856934) | > loss_duration: 1.686525583267212 (1.686525583267212) | > loss_1: 26.423463821411133 (26.423463821411133)  --> STEP: 2 | > loss_disc: 2.2162423133850098 (2.2843639850616455) | > loss_disc_real_0: 0.09856505692005157 (0.11222153902053833) | > loss_disc_real_1: 0.20239004492759705 (0.21283048391342163) | > loss_disc_real_2: 0.21734283864498138 (0.22436810284852982) | > loss_disc_real_3: 0.2003062218427658 (0.20920880138874054) | > loss_disc_real_4: 0.2642379105091095 (0.2635366916656494) | > loss_disc_real_5: 0.24357716739177704 (0.23588917404413223) | > loss_0: 2.2162423133850098 (2.2843639850616455) | > loss_gen: 2.841552734375 (2.7464370727539062) | > loss_kl: 2.2298994064331055 (2.192128300666809) | > loss_feat: 8.047273635864258 (7.586038112640381) | > loss_mel: 15.13888931274414 (13.972672939300537) | > loss_duration: 1.5645227432250977 (1.6255241632461548) | > loss_1: 29.82213592529297 (28.12279987335205)  --> STEP: 3 | > loss_disc: 2.19577956199646 (2.254835844039917) | > loss_disc_real_0: 0.09023653715848923 (0.10489320506652196) | > loss_disc_real_1: 0.2010440081357956 (0.20890165865421295) | > loss_disc_real_2: 0.21991151571273804 (0.2228825738032659) | > loss_disc_real_3: 0.21325327455997467 (0.21055695911248526) | > loss_disc_real_4: 0.27515867352485657 (0.26741068561871845) | > loss_disc_real_5: 0.19842015206813812 (0.2233995000521342) | > loss_0: 2.19577956199646 (2.254835844039917) | > loss_gen: 2.889624834060669 (2.794166326522827) | > loss_kl: 2.0675296783447266 (2.1505954265594482) | > loss_feat: 8.559436798095703 (7.910504341125488) | > loss_mel: 15.701120376586914 (14.548822085062662) | > loss_duration: 1.6676814556121826 (1.6395765940348308) | > loss_1: 30.885393142700195 (29.043664296468098)  --> STEP: 4 | > loss_disc: 2.2074506282806396 (2.2429895401000977) | > loss_disc_real_0: 0.10144858062267303 (0.10403204895555973) | > loss_disc_real_1: 0.21673621237277985 (0.21086029708385468) | > loss_disc_real_2: 0.23222947120666504 (0.22521929815411568) | > loss_disc_real_3: 0.18306775391101837 (0.20368465781211853) | > loss_disc_real_4: 0.2524864077568054 (0.2636796161532402) | > loss_disc_real_5: 0.20853324234485626 (0.2196829356253147) | > loss_0: 2.2074506282806396 (2.2429895401000977) | > loss_gen: 2.846378803253174 (2.807219445705414) | > loss_kl: 2.079700469970703 (2.132871687412262) | > loss_feat: 8.506023406982422 (8.059384107589722) | > loss_mel: 14.661904335021973 (14.57709264755249) | > loss_duration: 1.7729624509811401 (1.672923058271408) | > loss_1: 29.866968154907227 (29.24949026107788)  --> STEP: 5 | > loss_disc: 1.9796377420425415 (2.1903191804885864) | > loss_disc_real_0: 0.06896666437387466 (0.09701897203922272) | > loss_disc_real_1: 0.1871691644191742 (0.20612207055091858) | > loss_disc_real_2: 0.17968317866325378 (0.2161120742559433) | > loss_disc_real_3: 0.17167969048023224 (0.19728366434574127) | > loss_disc_real_4: 0.288981169462204 (0.26873992681503295) | > loss_disc_real_5: 0.30466708540916443 (0.23667976558208464) | > loss_0: 1.9796377420425415 (2.1903191804885864) | > loss_gen: 3.3223729133605957 (2.9102501392364504) | > loss_kl: 1.9421930313110352 (2.0947359561920167) | > loss_feat: 10.261651039123535 (8.499837493896484) | > loss_mel: 17.252286911010742 (15.112131500244141) | > loss_duration: 1.5419321060180664 (1.6467248678207398) | > loss_1: 34.3204345703125 (30.263679122924806) --> EVAL PERFORMANCE | > avg_loader_time: 0.1527803897857666 (-0.0016440391540527288) | > avg_loss_disc: 2.1903191804885864 (-0.199820876121521) | > avg_loss_disc_real_0: 0.09701897203922272 (-0.11653467416763305) | > avg_loss_disc_real_1: 0.20612207055091858 (+0.014267495274543768) | > avg_loss_disc_real_2: 0.2161120742559433 (+0.012614318728446983) | > avg_loss_disc_real_3: 0.19728366434574127 (-0.026593831181526195) | > avg_loss_disc_real_4: 0.26873992681503295 (+0.10153497755527496) | > avg_loss_disc_real_5: 0.23667976558208464 (-0.0030218958854675293) | > avg_loss_0: 2.1903191804885864 (-0.199820876121521) | > avg_loss_gen: 2.9102501392364504 (+0.43598971366882333) | > avg_loss_kl: 2.0947359561920167 (+0.021224403381347567) | > avg_loss_feat: 8.499837493896484 (+1.0061511039733881) | > avg_loss_mel: 15.112131500244141 (+0.7651103973388675) | > avg_loss_duration: 1.6467248678207398 (+0.003717446327209606) | > avg_loss_1: 30.263679122924806 (+2.232192230224612)  > EPOCH: 25/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 00:14:22)   --> TIME: 2025-02-20 00:14:52 -- STEP: 37/924 -- GLOBAL_STEP: 69000 | > loss_disc: 2.284872055053711 (2.2223102659792513) | > loss_disc_real_0: 0.09657762944698334 (0.10905216392633077) | > loss_disc_real_1: 0.1854795664548874 (0.19460316928657326) | > loss_disc_real_2: 0.2512311041355133 (0.20488683396094554) | > loss_disc_real_3: 0.1936243325471878 (0.20375349916316368) | > loss_disc_real_4: 0.2510268986225128 (0.21167129157362757) | > loss_disc_real_5: 0.2840293347835541 (0.2042185249360832) | > loss_0: 2.284872055053711 (2.2223102659792513) | > grad_norm_0: tensor(64.3197, device='cuda:0') (tensor(62.5456, device='cuda:0')) | > loss_gen: 2.715914487838745 (2.8045117275134936) | > loss_kl: 2.4745681285858154 (2.2381308400953137) | > loss_feat: 8.3812837600708 (8.715340369456523) | > loss_mel: 15.446760177612305 (15.60981340666075) | > loss_duration: 1.628515601158142 (1.627066969871521) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.64704132080078 (30.99486325238202) | > grad_norm_1: tensor(1828.3513, device='cuda:0') (tensor(1049.6436, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.7561 (0.751822974230792) | > loader_time: 0.0113 (0.011128889547811972) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_69000.pth  --> TIME: 2025-02-20 00:15:34 -- STEP: 87/924 -- GLOBAL_STEP: 69050 | > loss_disc: 2.109133243560791 (2.220466404125608) | > loss_disc_real_0: 0.0531308613717556 (0.10498899285649431) | > loss_disc_real_1: 0.20441974699497223 (0.19431016945290838) | > loss_disc_real_2: 0.18370358645915985 (0.20308916253605108) | > loss_disc_real_3: 0.19279831647872925 (0.20491745793956453) | > loss_disc_real_4: 0.20180858671665192 (0.21288818651917332) | > loss_disc_real_5: 0.20057247579097748 (0.20588309908735342) | > loss_0: 2.109133243560791 (2.220466404125608) | > grad_norm_0: tensor(14.4679, device='cuda:0') (tensor(63.4403, device='cuda:0')) | > loss_gen: 2.991428852081299 (2.8018055345820283) | > loss_kl: 2.1178863048553467 (2.249467394817834) | > loss_feat: 9.352246284484863 (8.745122054527545) | > loss_mel: 16.30706214904785 (15.667937991262852) | > loss_duration: 1.6665024757385254 (1.6276392635257764) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.43512725830078 (31.091972197609387) | > grad_norm_1: tensor(308.7626, device='cuda:0') (tensor(964.2402, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.6912 (0.76146788980769) | > loader_time: 0.0088 (0.01120865207979049)  --> TIME: 2025-02-20 00:16:12 -- STEP: 137/924 -- GLOBAL_STEP: 69100 | > loss_disc: 2.1962835788726807 (2.2132524008298433) | > loss_disc_real_0: 0.11242269724607468 (0.10209715089006145) | > loss_disc_real_1: 0.19323499500751495 (0.1938517945308755) | > loss_disc_real_2: 0.19610221683979034 (0.2024204447104113) | > loss_disc_real_3: 0.19977769255638123 (0.2059604581037577) | > loss_disc_real_4: 0.22904415428638458 (0.21323806080069854) | > loss_disc_real_5: 0.20557501912117004 (0.2057340549726556) | > loss_0: 2.1962835788726807 (2.2132524008298433) | > grad_norm_0: tensor(100.4323, device='cuda:0') (tensor(64.7923, device='cuda:0')) | > loss_gen: 2.813608169555664 (2.8075123494558962) | > loss_kl: 2.202221155166626 (2.2417094620474938) | > loss_feat: 9.190008163452148 (8.719646909811201) | > loss_mel: 15.692981719970703 (15.570774642220378) | > loss_duration: 1.613827109336853 (1.6285450180081555) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.512645721435547 (30.96818827886651) | > grad_norm_1: tensor(864.0419, device='cuda:0') (tensor(969.6518, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.7416 (0.7564799019890109) | > loader_time: 0.0119 (0.011355903026831411)  --> TIME: 2025-02-20 00:16:51 -- STEP: 187/924 -- GLOBAL_STEP: 69150 | > loss_disc: 2.156797409057617 (2.2295096717416287) | > loss_disc_real_0: 0.12014834582805634 (0.10870783285979918) | > loss_disc_real_1: 0.18517643213272095 (0.19401301945594543) | > loss_disc_real_2: 0.20422986149787903 (0.20273930782621558) | > loss_disc_real_3: 0.22023142874240875 (0.20677127047656055) | > loss_disc_real_4: 0.2250332534313202 (0.21383172711905307) | > loss_disc_real_5: 0.23536162078380585 (0.20555970008997992) | > loss_0: 2.156797409057617 (2.2295096717416287) | > grad_norm_0: tensor(29.7475, device='cuda:0') (tensor(68.8968, device='cuda:0')) | > loss_gen: 2.997363328933716 (2.7906324442695167) | > loss_kl: 2.249284029006958 (2.2441342374220263) | > loss_feat: 9.682604789733887 (8.652691252091351) | > loss_mel: 16.777130126953125 (15.585940167228168) | > loss_duration: 1.6125892400741577 (1.6263387235090694) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.318973541259766 (30.89973672061043) | > grad_norm_1: tensor(1862.6384, device='cuda:0') (tensor(1034.4988, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.7464 (0.7558843018536896) | > loader_time: 0.0136 (0.011379410238826973)  --> TIME: 2025-02-20 00:17:29 -- STEP: 237/924 -- GLOBAL_STEP: 69200 | > loss_disc: 2.2252700328826904 (2.231867086535264) | > loss_disc_real_0: 0.11158495396375656 (0.10925588624764092) | > loss_disc_real_1: 0.1816076934337616 (0.1945934442150945) | > loss_disc_real_2: 0.2050025761127472 (0.20339121974470242) | > loss_disc_real_3: 0.23961684107780457 (0.20616835789589943) | > loss_disc_real_4: 0.23477506637573242 (0.21410022537668041) | > loss_disc_real_5: 0.24810637533664703 (0.205286666813782) | > loss_0: 2.2252700328826904 (2.231867086535264) | > grad_norm_0: tensor(84.8058, device='cuda:0') (tensor(69.0816, device='cuda:0')) | > loss_gen: 2.948782205581665 (2.789840037309671) | > loss_kl: 2.4376373291015625 (2.2385029541289274) | > loss_feat: 7.992099761962891 (8.655516972521681) | > loss_mel: 14.547200202941895 (15.620676165391624) | > loss_duration: 1.6179931163787842 (1.627544532345317) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.543710708618164 (30.932080594799185) | > grad_norm_1: tensor(568.8016, device='cuda:0') (tensor(1044.0234, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.76 (0.7563646825557014) | > loader_time: 0.0105 (0.011363703490309572)  --> TIME: 2025-02-20 00:18:08 -- STEP: 287/924 -- GLOBAL_STEP: 69250 | > loss_disc: 2.085289239883423 (2.22852851040272) | > loss_disc_real_0: 0.04928460344672203 (0.10943280352532654) | > loss_disc_real_1: 0.2045760154724121 (0.19404506719693898) | > loss_disc_real_2: 0.20919404923915863 (0.20364036180001105) | > loss_disc_real_3: 0.1966933310031891 (0.20537363236789508) | > loss_disc_real_4: 0.21874821186065674 (0.2144179147398845) | > loss_disc_real_5: 0.23164957761764526 (0.20449524879040207) | > loss_0: 2.085289239883423 (2.22852851040272) | > grad_norm_0: tensor(36.9423, device='cuda:0') (tensor(66.5989, device='cuda:0')) | > loss_gen: 2.8526406288146973 (2.784068732311502) | > loss_kl: 2.155322790145874 (2.238973347567517) | > loss_feat: 8.847201347351074 (8.620873030885164) | > loss_mel: 15.909860610961914 (15.562601853746155) | > loss_duration: 1.534186601638794 (1.6281775531037757) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.299211502075195 (30.83469446029397) | > grad_norm_1: tensor(1163.7784, device='cuda:0') (tensor(1037.7646, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.7785 (0.7566009697598446) | > loader_time: 0.0196 (0.011397134966966583)  --> TIME: 2025-02-20 00:18:47 -- STEP: 337/924 -- GLOBAL_STEP: 69300 | > loss_disc: 2.4118294715881348 (2.2287777563230917) | > loss_disc_real_0: 0.20205804705619812 (0.10789829301882745) | > loss_disc_real_1: 0.18554125726222992 (0.19389197721148801) | > loss_disc_real_2: 0.21008847653865814 (0.2035004910004245) | > loss_disc_real_3: 0.2178470492362976 (0.20584508126673437) | > loss_disc_real_4: 0.24578046798706055 (0.2144842418435773) | > loss_disc_real_5: 0.2015259563922882 (0.20479245041704328) | > loss_0: 2.4118294715881348 (2.2287777563230917) | > grad_norm_0: tensor(131.8690, device='cuda:0') (tensor(65.1691, device='cuda:0')) | > loss_gen: 2.6811273097991943 (2.7871977200493965) | > loss_kl: 2.2767019271850586 (2.2387502172226714) | > loss_feat: 8.008158683776855 (8.617957195825321) | > loss_mel: 14.639619827270508 (15.55698008494844) | > loss_duration: 1.5914250612258911 (1.6281360154335867) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.197032928466797 (30.82902117086801) | > grad_norm_1: tensor(1030.5951, device='cuda:0') (tensor(995.0172, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.7584 (0.7572856501231204) | > loader_time: 0.0099 (0.011387359494625285)  --> TIME: 2025-02-20 00:19:26 -- STEP: 387/924 -- GLOBAL_STEP: 69350 | > loss_disc: 2.105497360229492 (2.2316840455821616) | > loss_disc_real_0: 0.05328225716948509 (0.10924916846788361) | > loss_disc_real_1: 0.19776974618434906 (0.19405306479111498) | > loss_disc_real_2: 0.19401763379573822 (0.20360963735777587) | > loss_disc_real_3: 0.18305397033691406 (0.20631804989135857) | > loss_disc_real_4: 0.21288658678531647 (0.2147888867352976) | > loss_disc_real_5: 0.23956716060638428 (0.20451081476778338) | > loss_0: 2.105497360229492 (2.2316840455821616) | > grad_norm_0: tensor(11.3712, device='cuda:0') (tensor(64.3813, device='cuda:0')) | > loss_gen: 2.8993325233459473 (2.7789845977950787) | > loss_kl: 2.0878753662109375 (2.2453887499580083) | > loss_feat: 9.378105163574219 (8.603564628334935) | > loss_mel: 16.560035705566406 (15.547436662422594) | > loss_duration: 1.6451468467712402 (1.6282022868015975) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.57049560546875 (30.803576910526562) | > grad_norm_1: tensor(460.4813, device='cuda:0') (tensor(1019.9244, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.7795 (0.7586201222984055) | > loader_time: 0.0114 (0.01140514455100363)  --> TIME: 2025-02-20 00:20:05 -- STEP: 437/924 -- GLOBAL_STEP: 69400 | > loss_disc: 2.0093860626220703 (2.232368564987618) | > loss_disc_real_0: 0.058753155171871185 (0.11014203166746847) | > loss_disc_real_1: 0.17036791145801544 (0.19378361255953452) | > loss_disc_real_2: 0.16329222917556763 (0.20337510085078617) | > loss_disc_real_3: 0.21886257827281952 (0.20630955436955334) | > loss_disc_real_4: 0.2134731262922287 (0.21494796919877251) | > loss_disc_real_5: 0.18208178877830505 (0.20416970953379404) | > loss_0: 2.0093860626220703 (2.232368564987618) | > grad_norm_0: tensor(28.0073, device='cuda:0') (tensor(64.0204, device='cuda:0')) | > loss_gen: 2.9817984104156494 (2.7764612657254575) | > loss_kl: 2.3426122665405273 (2.2471608204481526) | > loss_feat: 9.970114707946777 (8.590006524965471) | > loss_mel: 16.632383346557617 (15.526716470172804) | > loss_duration: 1.61346435546875 (1.6280559770575382) | > amp_scaler: 128.0 (67.80778032036613) | > loss_1: 33.540374755859375 (30.768401034636682) | > grad_norm_1: tensor(844.6802, device='cuda:0') (tensor(1014.1371, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.7332 (0.75840539626726) | > loader_time: 0.0097 (0.011360242110368048)  --> TIME: 2025-02-20 00:20:44 -- STEP: 487/924 -- GLOBAL_STEP: 69450 | > loss_disc: 2.1824820041656494 (2.2325922270330305) | > loss_disc_real_0: 0.07947979122400284 (0.10980554798988958) | > loss_disc_real_1: 0.19769176840782166 (0.19387629719975052) | > loss_disc_real_2: 0.18107536435127258 (0.2037776763373087) | > loss_disc_real_3: 0.2049572616815567 (0.20617746156343938) | > loss_disc_real_4: 0.19724877178668976 (0.21489545785548506) | > loss_disc_real_5: 0.19734308123588562 (0.20388812377467544) | > loss_0: 2.1824820041656494 (2.2325922270330305) | > grad_norm_0: tensor(123.9909, device='cuda:0') (tensor(63.3817, device='cuda:0')) | > loss_gen: 2.716930866241455 (2.7763703319815893) | > loss_kl: 2.2424235343933105 (2.2461616388336583) | > loss_feat: 8.722332954406738 (8.583337710378592) | > loss_mel: 16.014373779296875 (15.503655247619754) | > loss_duration: 1.6185663938522339 (1.6277511567795306) | > amp_scaler: 128.0 (73.98767967145791) | > loss_1: 31.314626693725586 (30.737276092936614) | > grad_norm_1: tensor(1428.9082, device='cuda:0') (tensor(1023.0969, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.7454 (0.7588417828694993) | > loader_time: 0.0106 (0.011353941179154104)  --> TIME: 2025-02-20 00:21:22 -- STEP: 537/924 -- GLOBAL_STEP: 69500 | > loss_disc: 2.1867787837982178 (2.2313096667579204) | > loss_disc_real_0: 0.048197194933891296 (0.10831016517509628) | > loss_disc_real_1: 0.1905510127544403 (0.19428133001651615) | > loss_disc_real_2: 0.2024562954902649 (0.20418433978237918) | > loss_disc_real_3: 0.2086392343044281 (0.20642993572814955) | > loss_disc_real_4: 0.1861821860074997 (0.21462256376747757) | > loss_disc_real_5: 0.19684569537639618 (0.20386764867789703) | > loss_0: 2.1867787837982178 (2.2313096667579204) | > grad_norm_0: tensor(65.3537, device='cuda:0') (tensor(62.6961, device='cuda:0')) | > loss_gen: 2.909738302230835 (2.7813920739420754) | > loss_kl: 2.1065833568573 (2.24920964640612) | > loss_feat: 9.548973083496094 (8.595692138210127) | > loss_mel: 15.679275512695312 (15.51189604817822) | > loss_duration: 1.684567928314209 (1.6281595520911052) | > amp_scaler: 128.0 (79.0167597765363) | > loss_1: 31.92913818359375 (30.76634945860566) | > grad_norm_1: tensor(807.9566, device='cuda:0') (tensor(1012.5070, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.7263 (0.7586344860119525) | > loader_time: 0.01 (0.01137812665942883)  --> TIME: 2025-02-20 00:22:01 -- STEP: 587/924 -- GLOBAL_STEP: 69550 | > loss_disc: 2.375730037689209 (2.235838302152527) | > loss_disc_real_0: 0.12655752897262573 (0.10960666765815863) | > loss_disc_real_1: 0.19163088500499725 (0.1945973324511688) | > loss_disc_real_2: 0.19378507137298584 (0.20413057186229874) | > loss_disc_real_3: 0.2520200312137604 (0.2067400536149284) | > loss_disc_real_4: 0.22072462737560272 (0.21470615950617722) | > loss_disc_real_5: 0.20116442441940308 (0.20404175022899393) | > loss_0: 2.375730037689209 (2.235838302152527) | > grad_norm_0: tensor(37.4674, device='cuda:0') (tensor(62.8989, device='cuda:0')) | > loss_gen: 2.6201252937316895 (2.7773789766496857) | > loss_kl: 2.3483622074127197 (2.2496080658504862) | > loss_feat: 8.318316459655762 (8.576693968634787) | > loss_mel: 14.779146194458008 (15.49809263187129) | > loss_duration: 1.63397216796875 (1.6282598511323823) | > amp_scaler: 128.0 (83.1890971039182) | > loss_1: 29.699920654296875 (30.730033507338984) | > grad_norm_1: tensor(1710.3728, device='cuda:0') (tensor(1008.4830, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.7625 (0.7588458373964949) | > loader_time: 0.0114 (0.011375979223690005)  --> TIME: 2025-02-20 00:22:40 -- STEP: 637/924 -- GLOBAL_STEP: 69600 | > loss_disc: 2.1087372303009033 (2.2351913341734813) | > loss_disc_real_0: 0.05498241260647774 (0.11016599491554396) | > loss_disc_real_1: 0.19576455652713776 (0.1944579096566564) | > loss_disc_real_2: 0.20319174230098724 (0.20388447012594393) | > loss_disc_real_3: 0.19041308760643005 (0.20663619757260043) | > loss_disc_real_4: 0.2095462679862976 (0.21470369931947872) | > loss_disc_real_5: 0.15649911761283875 (0.20409987916003217) | > loss_0: 2.1087372303009033 (2.2351913341734813) | > grad_norm_0: tensor(13.2001, device='cuda:0') (tensor(63.3202, device='cuda:0')) | > loss_gen: 2.7549808025360107 (2.7760758134222105) | > loss_kl: 2.3393428325653076 (2.249937231536938) | > loss_feat: 8.562453269958496 (8.575600569439079) | > loss_mel: 15.134237289428711 (15.495779747117071) | > loss_duration: 1.6622273921966553 (1.628132164946157) | > amp_scaler: 128.0 (86.70643642072208) | > loss_1: 30.4532413482666 (30.725525516168663) | > grad_norm_1: tensor(768.5553, device='cuda:0') (tensor(1020.5319, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.7622 (0.758700303417547) | > loader_time: 0.0139 (0.011369544258297339)  --> TIME: 2025-02-20 00:23:18 -- STEP: 687/924 -- GLOBAL_STEP: 69650 | > loss_disc: 2.1761507987976074 (2.236228218418716) | > loss_disc_real_0: 0.18697620928287506 (0.11121199291139798) | > loss_disc_real_1: 0.15866945683956146 (0.19420465627438468) | > loss_disc_real_2: 0.1995495855808258 (0.20376328089351736) | > loss_disc_real_3: 0.19645477831363678 (0.20648946668383344) | > loss_disc_real_4: 0.1967349648475647 (0.21459865839026732) | > loss_disc_real_5: 0.20355752110481262 (0.20409779873130277) | > loss_0: 2.1761507987976074 (2.236228218418716) | > grad_norm_0: tensor(123.0157, device='cuda:0') (tensor(62.6605, device='cuda:0')) | > loss_gen: 2.994650363922119 (2.771524655940404) | > loss_kl: 2.1306509971618652 (2.24909215046329) | > loss_feat: 10.06999683380127 (8.573211360359455) | > loss_mel: 16.057659149169922 (15.500128451740204) | > loss_duration: 1.610386848449707 (1.6278501775066931) | > amp_scaler: 128.0 (89.71179039301308) | > loss_1: 32.86334228515625 (30.721806788548633) | > grad_norm_1: tensor(1726.3483, device='cuda:0') (tensor(1043.7598, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.7572 (0.7585787009637602) | > loader_time: 0.0112 (0.01136663872775727)  --> TIME: 2025-02-20 00:23:58 -- STEP: 737/924 -- GLOBAL_STEP: 69700 | > loss_disc: 2.239543914794922 (2.2384619688567198) | > loss_disc_real_0: 0.0870630145072937 (0.11290309145248001) | > loss_disc_real_1: 0.19042478501796722 (0.19408624155227014) | > loss_disc_real_2: 0.21800784766674042 (0.20364340363396394) | > loss_disc_real_3: 0.22721172869205475 (0.20658744242815674) | > loss_disc_real_4: 0.2336219847202301 (0.2146536578478613) | > loss_disc_real_5: 0.22537334263324738 (0.2041210151875197) | > loss_0: 2.239543914794922 (2.2384619688567198) | > grad_norm_0: tensor(46.5812, device='cuda:0') (tensor(64.7072, device='cuda:0')) | > loss_gen: 2.70712947845459 (2.7708488112388805) | > loss_kl: 2.0404844284057617 (2.250010764420925) | > loss_feat: 8.225455284118652 (8.580964717321502) | > loss_mel: 14.066067695617676 (15.513562163633763) | > loss_duration: 1.589606523513794 (1.6276514612674073) | > amp_scaler: 128.0 (92.30936227951153) | > loss_1: 28.628746032714844 (30.743037918691233) | > grad_norm_1: tensor(885.3715, device='cuda:0') (tensor(1061.5852, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.762 (0.7594281614554624) | > loader_time: 0.0109 (0.011387042145230881)  --> TIME: 2025-02-20 00:24:37 -- STEP: 787/924 -- GLOBAL_STEP: 69750 | > loss_disc: 2.3956704139709473 (2.2410080022399903) | > loss_disc_real_0: 0.18562714755535126 (0.11388388798918854) | > loss_disc_real_1: 0.1937205046415329 (0.19409872801664374) | > loss_disc_real_2: 0.2080988883972168 (0.20382671453901288) | > loss_disc_real_3: 0.20076625049114227 (0.20674200700607817) | > loss_disc_real_4: 0.22154377400875092 (0.2146654810089017) | > loss_disc_real_5: 0.19081872701644897 (0.2040983480904275) | > loss_0: 2.3956704139709473 (2.2410080022399903) | > grad_norm_0: tensor(165.6273, device='cuda:0') (tensor(64.0969, device='cuda:0')) | > loss_gen: 2.713193416595459 (2.765424455136172) | > loss_kl: 2.0988268852233887 (2.2506972952749416) | > loss_feat: 7.959036827087402 (8.564924582441376) | > loss_mel: 15.059921264648438 (15.505607992751473) | > loss_duration: 1.6003048419952393 (1.6280683535026934) | > amp_scaler: 64.0 (93.19440914866583) | > loss_1: 29.431283950805664 (30.714722678197838) | > grad_norm_1: tensor(1335.8357, device='cuda:0') (tensor(1069.6454, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.7817 (0.7594638964423988) | > loader_time: 0.0121 (0.011383932154848135)  --> TIME: 2025-02-20 00:25:15 -- STEP: 837/924 -- GLOBAL_STEP: 69800 | > loss_disc: 2.2732014656066895 (2.2418070322296546) | > loss_disc_real_0: 0.12781202793121338 (0.11443643743926693) | > loss_disc_real_1: 0.14903327822685242 (0.19385419729006623) | > loss_disc_real_2: 0.18014073371887207 (0.20370360089103237) | > loss_disc_real_3: 0.20897769927978516 (0.20680338140741764) | > loss_disc_real_4: 0.21878808736801147 (0.21466496702519514) | > loss_disc_real_5: 0.20262213051319122 (0.20430144646261755) | > loss_0: 2.2732014656066895 (2.2418070322296546) | > grad_norm_0: tensor(69.7307, device='cuda:0') (tensor(64.5974, device='cuda:0')) | > loss_gen: 2.6418464183807373 (2.7644164391315944) | > loss_kl: 2.208577871322632 (2.2498165834761896) | > loss_feat: 7.701427459716797 (8.555399690192786) | > loss_mel: 14.804376602172852 (15.499225336163702) | > loss_duration: 1.6352369785308838 (1.627703616411171) | > amp_scaler: 64.0 (91.45041816009558) | > loss_1: 28.991464614868164 (30.696561665233034) | > grad_norm_1: tensor(663.1365, device='cuda:0') (tensor(1088.4492, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.7812 (0.7591999517119487) | > loader_time: 0.0113 (0.01139347385192288)  --> TIME: 2025-02-20 00:25:54 -- STEP: 887/924 -- GLOBAL_STEP: 69850 | > loss_disc: 2.4071784019470215 (2.241136801014356) | > loss_disc_real_0: 0.13943152129650116 (0.11443674095865368) | > loss_disc_real_1: 0.1881577968597412 (0.19355979481168104) | > loss_disc_real_2: 0.23589925467967987 (0.20349922267197218) | > loss_disc_real_3: 0.20626544952392578 (0.20668193298101162) | > loss_disc_real_4: 0.23334038257598877 (0.21466394785157458) | > loss_disc_real_5: 0.20332953333854675 (0.2043299642564748) | > loss_0: 2.4071784019470215 (2.241136801014356) | > grad_norm_0: tensor(20.1805, device='cuda:0') (tensor(64.5464, device='cuda:0')) | > loss_gen: 2.4080934524536133 (2.765015230372361) | > loss_kl: 2.214346170425415 (2.247663878803192) | > loss_feat: 6.788844108581543 (8.56508605240968) | > loss_mel: 12.665327072143555 (15.515058037930975) | > loss_duration: 1.6117398738861084 (1.6278728905229456) | > amp_scaler: 64.0 (89.90304396843293) | > loss_1: 25.688350677490234 (30.720696065444688) | > grad_norm_1: tensor(693.2030, device='cuda:0') (tensor(1092.5278, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.7172 (0.7591766660619347) | > loader_time: 0.0102 (0.011403122776121813)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.358518362045288 (2.358518362045288) | > loss_disc_real_0: 0.12028151005506516 (0.12028151005506516) | > loss_disc_real_1: 0.20982873439788818 (0.20982873439788818) | > loss_disc_real_2: 0.21116559207439423 (0.21116559207439423) | > loss_disc_real_3: 0.17791059613227844 (0.17791059613227844) | > loss_disc_real_4: 0.21193131804466248 (0.21193131804466248) | > loss_disc_real_5: 0.17624521255493164 (0.17624521255493164) | > loss_0: 2.358518362045288 (2.358518362045288) | > loss_gen: 2.2654542922973633 (2.2654542922973633) | > loss_kl: 2.1685404777526855 (2.1685404777526855) | > loss_feat: 7.378706932067871 (7.378706932067871) | > loss_mel: 14.13891887664795 (14.13891887664795) | > loss_duration: 1.681609869003296 (1.681609869003296) | > loss_1: 27.633228302001953 (27.633228302001953)  --> STEP: 1 | > loss_disc: 2.338819980621338 (2.338819980621338) | > loss_disc_real_0: 0.13406729698181152 (0.13406729698181152) | > loss_disc_real_1: 0.19552212953567505 (0.19552212953567505) | > loss_disc_real_2: 0.2372104823589325 (0.2372104823589325) | > loss_disc_real_3: 0.18561433255672455 (0.18561433255672455) | > loss_disc_real_4: 0.20658168196678162 (0.20658168196678162) | > loss_disc_real_5: 0.17889688909053802 (0.17889688909053802) | > loss_0: 2.338819980621338 (2.338819980621338) | > loss_gen: 2.275402545928955 (2.275402545928955) | > loss_kl: 2.068197011947632 (2.068197011947632) | > loss_feat: 7.906478404998779 (7.906478404998779) | > loss_mel: 14.795470237731934 (14.795470237731934) | > loss_duration: 1.6957550048828125 (1.6957550048828125) | > loss_1: 28.741302490234375 (28.741302490234375)  --> STEP: 2 | > loss_disc: 2.319279670715332 (2.329049825668335) | > loss_disc_real_0: 0.11254558712244034 (0.12330644205212593) | > loss_disc_real_1: 0.19570179283618927 (0.19561196118593216) | > loss_disc_real_2: 0.18428122997283936 (0.21074585616588593) | > loss_disc_real_3: 0.19866734743118286 (0.1921408399939537) | > loss_disc_real_4: 0.1874716877937317 (0.19702668488025665) | > loss_disc_real_5: 0.19813743233680725 (0.18851716071367264) | > loss_0: 2.319279670715332 (2.329049825668335) | > loss_gen: 2.270580291748047 (2.272991418838501) | > loss_kl: 2.066023826599121 (2.0671104192733765) | > loss_feat: 7.846338272094727 (7.876408338546753) | > loss_mel: 14.044224739074707 (14.41984748840332) | > loss_duration: 1.5857453346252441 (1.6407501697540283) | > loss_1: 27.812911987304688 (28.27710723876953)  --> STEP: 3 | > loss_disc: 2.320589065551758 (2.3262295722961426) | > loss_disc_real_0: 0.12096752226352692 (0.12252680212259293) | > loss_disc_real_1: 0.20922131836414337 (0.20014841357866922) | > loss_disc_real_2: 0.20519129931926727 (0.20889433721701303) | > loss_disc_real_3: 0.16786089539527893 (0.1840475251277288) | > loss_disc_real_4: 0.20516906678676605 (0.19974081218242645) | > loss_disc_real_5: 0.1924053132534027 (0.18981321156024933) | > loss_0: 2.320589065551758 (2.3262295722961426) | > loss_gen: 2.3215291500091553 (2.2891706625620523) | > loss_kl: 1.973007082939148 (2.0357426404953003) | > loss_feat: 7.50123929977417 (7.751351992289226) | > loss_mel: 15.071396827697754 (14.637030601501465) | > loss_duration: 1.6567225456237793 (1.6460742950439453) | > loss_1: 28.523895263671875 (28.35936991373698)  --> STEP: 4 | > loss_disc: 2.301676034927368 (2.320091187953949) | > loss_disc_real_0: 0.11177120357751846 (0.11983790248632431) | > loss_disc_real_1: 0.21230125427246094 (0.20318662375211716) | > loss_disc_real_2: 0.20112517476081848 (0.2069520466029644) | > loss_disc_real_3: 0.1817026436328888 (0.18346130475401878) | > loss_disc_real_4: 0.20721709728240967 (0.20160988345742226) | > loss_disc_real_5: 0.18362008035182953 (0.18826492875814438) | > loss_0: 2.301676034927368 (2.320091187953949) | > loss_gen: 2.2970027923583984 (2.291128695011139) | > loss_kl: 2.1887941360473633 (2.074005514383316) | > loss_feat: 7.374414920806885 (7.65711772441864) | > loss_mel: 14.129110336303711 (14.510050535202026) | > loss_duration: 1.741638422012329 (1.6699653267860413) | > loss_1: 27.730960845947266 (28.20226764678955)  --> STEP: 5 | > loss_disc: 2.3189220428466797 (2.319857358932495) | > loss_disc_real_0: 0.055155567824840546 (0.10690143555402756) | > loss_disc_real_1: 0.22107365727424622 (0.20676403045654296) | > loss_disc_real_2: 0.22002221643924713 (0.20956608057022094) | > loss_disc_real_3: 0.1708027571439743 (0.18092959523200988) | > loss_disc_real_4: 0.20469030737876892 (0.2022259682416916) | > loss_disc_real_5: 0.22771495580673218 (0.19615493416786195) | > loss_0: 2.3189220428466797 (2.319857358932495) | > loss_gen: 2.2990944385528564 (2.2927218437194825) | > loss_kl: 1.8610044717788696 (2.031405305862427) | > loss_feat: 8.990392684936523 (7.923772716522217) | > loss_mel: 16.309406280517578 (14.869921684265137) | > loss_duration: 1.5419034957885742 (1.644352960586548) | > loss_1: 31.00180435180664 (28.762174987792967) --> EVAL PERFORMANCE | > avg_loader_time: 0.15050764083862306 (-0.002272748947143549) | > avg_loss_disc: 2.319857358932495 (+0.1295381784439087) | > avg_loss_disc_real_0: 0.10690143555402756 (+0.009882463514804846) | > avg_loss_disc_real_1: 0.20676403045654296 (+0.0006419599056243785) | > avg_loss_disc_real_2: 0.20956608057022094 (-0.006545993685722368) | > avg_loss_disc_real_3: 0.18092959523200988 (-0.016354069113731384) | > avg_loss_disc_real_4: 0.2022259682416916 (-0.06651395857334136) | > avg_loss_disc_real_5: 0.19615493416786195 (-0.040524831414222695) | > avg_loss_0: 2.319857358932495 (+0.1295381784439087) | > avg_loss_gen: 2.2927218437194825 (-0.6175282955169679) | > avg_loss_kl: 2.031405305862427 (-0.06333065032958984) | > avg_loss_feat: 7.923772716522217 (-0.5760647773742669) | > avg_loss_mel: 14.869921684265137 (-0.24220981597900426) | > avg_loss_duration: 1.644352960586548 (-0.0023719072341918945) | > avg_loss_1: 28.762174987792967 (-1.5015041351318388)  > EPOCH: 26/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 00:26:30)   --> TIME: 2025-02-20 00:26:42 -- STEP: 13/924 -- GLOBAL_STEP: 69900 | > loss_disc: 2.280548572540283 (2.2320004793313832) | > loss_disc_real_0: 0.10257881879806519 (0.11055194987700535) | > loss_disc_real_1: 0.1730513721704483 (0.19176379075417152) | > loss_disc_real_2: 0.1950904279947281 (0.20068737062124106) | > loss_disc_real_3: 0.22677986323833466 (0.2159775415292153) | > loss_disc_real_4: 0.21597516536712646 (0.22041783653772795) | > loss_disc_real_5: 0.19864317774772644 (0.19939452065871313) | > loss_0: 2.280548572540283 (2.2320004793313832) | > grad_norm_0: tensor(92.5907, device='cuda:0') (tensor(69.2298, device='cuda:0')) | > loss_gen: 2.681143045425415 (2.7689907734210673) | > loss_kl: 2.249628782272339 (2.2393888326791616) | > loss_feat: 8.22249698638916 (8.683119333707369) | > loss_mel: 15.127174377441406 (15.890646274273212) | > loss_duration: 1.653311014175415 (1.618602440907405) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.933753967285156 (31.20074756328876) | > grad_norm_1: tensor(1083.5347, device='cuda:0') (tensor(829.1158, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.7793 (0.766708777501033) | > loader_time: 0.0101 (0.010862332123976488)  --> TIME: 2025-02-20 00:27:21 -- STEP: 63/924 -- GLOBAL_STEP: 69950 | > loss_disc: 2.215365409851074 (2.2418673454769076) | > loss_disc_real_0: 0.09950147569179535 (0.11872145019116856) | > loss_disc_real_1: 0.19391736388206482 (0.19162347416083017) | > loss_disc_real_2: 0.21069540083408356 (0.2031523703582703) | > loss_disc_real_3: 0.19280481338500977 (0.20720108870476012) | > loss_disc_real_4: 0.2142406404018402 (0.2144331768864677) | > loss_disc_real_5: 0.20759913325309753 (0.20547997289233738) | > loss_0: 2.215365409851074 (2.2418673454769076) | > grad_norm_0: tensor(53.9270, device='cuda:0') (tensor(73.9612, device='cuda:0')) | > loss_gen: 2.712123155593872 (2.7437950202396935) | > loss_kl: 2.436892032623291 (2.2480438550313315) | > loss_feat: 8.694865226745605 (8.544647247072252) | > loss_mel: 15.81845760345459 (15.593434621417334) | > loss_duration: 1.6462032794952393 (1.6297415797672574) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.308542251586914 (30.759662204318577) | > grad_norm_1: tensor(1369.3184, device='cuda:0') (tensor(1089.4205, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.7524 (0.7650962065136622) | > loader_time: 0.0109 (0.011049032211303711)  --> TIME: 2025-02-20 00:28:00 -- STEP: 113/924 -- GLOBAL_STEP: 70000 | > loss_disc: 2.0476770401000977 (2.2378873434741933) | > loss_disc_real_0: 0.0653972327709198 (0.11641613239076286) | > loss_disc_real_1: 0.1807321012020111 (0.19237533805117144) | > loss_disc_real_2: 0.199758380651474 (0.2023335637244503) | > loss_disc_real_3: 0.20122385025024414 (0.20865468957782846) | > loss_disc_real_4: 0.1830955296754837 (0.21487127600517944) | > loss_disc_real_5: 0.2194032371044159 (0.2034230166304428) | > loss_0: 2.0476770401000977 (2.2378873434741933) | > grad_norm_0: tensor(20.3032, device='cuda:0') (tensor(75.4157, device='cuda:0')) | > loss_gen: 2.9286317825317383 (2.7793939873180564) | > loss_kl: 2.1209871768951416 (2.2435141306007864) | > loss_feat: 9.312461853027344 (8.638451436979587) | > loss_mel: 15.494756698608398 (15.58047044804666) | > loss_duration: 1.6032092571258545 (1.630281901992528) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.460046768188477 (30.872111734035794) | > grad_norm_1: tensor(873.7229, device='cuda:0') (tensor(1032.6104, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.7014 (0.7606291644341123) | > loader_time: 0.01 (0.011232034295006134) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_70000.pth  --> TIME: 2025-02-20 00:28:41 -- STEP: 163/924 -- GLOBAL_STEP: 70050 | > loss_disc: 2.0609073638916016 (2.2385588738084556) | > loss_disc_real_0: 0.06786064803600311 (0.11641354799453467) | > loss_disc_real_1: 0.1832769215106964 (0.19287324436237477) | > loss_disc_real_2: 0.23000532388687134 (0.2025159206127097) | > loss_disc_real_3: 0.20677605271339417 (0.20782368863287148) | > loss_disc_real_4: 0.22163935005664825 (0.21407775516890304) | > loss_disc_real_5: 0.22149689495563507 (0.20439016480753028) | > loss_0: 2.0609073638916016 (2.2385588738084556) | > grad_norm_0: tensor(23.2360, device='cuda:0') (tensor(74.0591, device='cuda:0')) | > loss_gen: 2.923290729522705 (2.7773294200195124) | > loss_kl: 2.0536324977874756 (2.23752380441303) | > loss_feat: 9.072587013244629 (8.627483914966234) | > loss_mel: 15.998926162719727 (15.591417043486986) | > loss_duration: 1.571531057357788 (1.629566518806973) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.619966506958008 (30.863320543722143) | > grad_norm_1: tensor(665.0370, device='cuda:0') (tensor(1077.5468, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.7199 (0.7595263565976194) | > loader_time: 0.0096 (0.0111925338674908)  --> TIME: 2025-02-20 00:29:19 -- STEP: 213/924 -- GLOBAL_STEP: 70100 | > loss_disc: 2.081247568130493 (2.2304744837989254) | > loss_disc_real_0: 0.05185021460056305 (0.11202192238309014) | > loss_disc_real_1: 0.200810045003891 (0.19293661394589387) | > loss_disc_real_2: 0.206926167011261 (0.2026326736094247) | > loss_disc_real_3: 0.21651926636695862 (0.20750830081147206) | > loss_disc_real_4: 0.248622864484787 (0.21447832931375277) | > loss_disc_real_5: 0.1843796670436859 (0.20410390352139451) | > loss_0: 2.081247568130493 (2.2304744837989254) | > grad_norm_0: tensor(11.8298, device='cuda:0') (tensor(70.2105, device='cuda:0')) | > loss_gen: 2.9113049507141113 (2.7839149029601913) | > loss_kl: 2.1154611110687256 (2.2348591564966482) | > loss_feat: 8.805672645568848 (8.64899578900404) | > loss_mel: 16.28118896484375 (15.57274135177684) | > loss_duration: 1.603590726852417 (1.6285852518439858) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.71721839904785 (30.869096263473583) | > grad_norm_1: tensor(516.7051, device='cuda:0') (tensor(1087.7703, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.7718 (0.759340231407416) | > loader_time: 0.0142 (0.011323251634696278)  --> TIME: 2025-02-20 00:29:58 -- STEP: 263/924 -- GLOBAL_STEP: 70150 | > loss_disc: 2.1569712162017822 (2.2301217054686155) | > loss_disc_real_0: 0.11095573753118515 (0.11051704502264356) | > loss_disc_real_1: 0.18406324088573456 (0.19279138318939357) | > loss_disc_real_2: 0.20347629487514496 (0.20284676965425225) | > loss_disc_real_3: 0.22323697805404663 (0.20720707163384658) | > loss_disc_real_4: 0.244131937623024 (0.21435452346112788) | > loss_disc_real_5: 0.24085228145122528 (0.2039069761114882) | > loss_0: 2.1569712162017822 (2.2301217054686155) | > grad_norm_0: tensor(27.3066, device='cuda:0') (tensor(69.8688, device='cuda:0')) | > loss_gen: 2.9100961685180664 (2.784156618916037) | > loss_kl: 2.307783365249634 (2.2347044632008775) | > loss_feat: 8.969985008239746 (8.643890132468917) | > loss_mel: 15.417054176330566 (15.565819783809067) | > loss_duration: 1.6111814975738525 (1.6292403863863352) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.216100692749023 (30.857811249707588) | > grad_norm_1: tensor(1279.8318, device='cuda:0') (tensor(1087.2993, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.7619 (0.7584463570961025) | > loader_time: 0.0129 (0.01135052292972463)  --> TIME: 2025-02-20 00:30:37 -- STEP: 313/924 -- GLOBAL_STEP: 70200 | > loss_disc: 2.3853759765625 (2.229774361220411) | > loss_disc_real_0: 0.1620950847864151 (0.10882284188756168) | > loss_disc_real_1: 0.21272701025009155 (0.19294786910279502) | > loss_disc_real_2: 0.21124909818172455 (0.20353489019238535) | > loss_disc_real_3: 0.297926664352417 (0.20751647060861983) | > loss_disc_real_4: 0.23814181983470917 (0.21478708469258329) | > loss_disc_real_5: 0.2495926022529602 (0.204230555092184) | > loss_0: 2.3853759765625 (2.229774361220411) | > grad_norm_0: tensor(187.2829, device='cuda:0') (tensor(68.6210, device='cuda:0')) | > loss_gen: 2.6817080974578857 (2.791437181801842) | > loss_kl: 2.3781912326812744 (2.232520685028344) | > loss_feat: 7.999063968658447 (8.658758352358882) | > loss_mel: 16.67196273803711 (15.565718196832334) | > loss_duration: 1.6404898166656494 (1.6286534314719256) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.371414184570312 (30.8770877728447) | > grad_norm_1: tensor(1581.2532, device='cuda:0') (tensor(1057.9318, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.7454 (0.759855840914546) | > loader_time: 0.0106 (0.011393211900997466)  --> TIME: 2025-02-20 00:31:16 -- STEP: 363/924 -- GLOBAL_STEP: 70250 | > loss_disc: 2.103745698928833 (2.2330426279835125) | > loss_disc_real_0: 0.163733571767807 (0.10867788772978731) | > loss_disc_real_1: 0.19788476824760437 (0.19343097339648524) | > loss_disc_real_2: 0.1774616688489914 (0.2041063615359551) | > loss_disc_real_3: 0.16853898763656616 (0.20736207597511858) | > loss_disc_real_4: 0.20399117469787598 (0.21502837062538818) | > loss_disc_real_5: 0.17183583974838257 (0.2041394238875918) | > loss_0: 2.103745698928833 (2.2330426279835125) | > grad_norm_0: tensor(103.6999, device='cuda:0') (tensor(69.1262, device='cuda:0')) | > loss_gen: 2.9626240730285645 (2.784972994780738) | > loss_kl: 2.294626235961914 (2.2348572314606545) | > loss_feat: 8.855165481567383 (8.620748667020779) | > loss_mel: 15.38825798034668 (15.528521994913906) | > loss_duration: 1.6585092544555664 (1.6285677990637542) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.159183502197266 (30.797668630426582) | > grad_norm_1: tensor(679.9884, device='cuda:0') (tensor(1063.5916, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.7256 (0.7604301330471821) | > loader_time: 0.0106 (0.01137113439806893)  --> TIME: 2025-02-20 00:31:55 -- STEP: 413/924 -- GLOBAL_STEP: 70300 | > loss_disc: 2.475156307220459 (2.2301771329043842) | > loss_disc_real_0: 0.19838428497314453 (0.10736529933193985) | > loss_disc_real_1: 0.1791089028120041 (0.19326299060920832) | > loss_disc_real_2: 0.210438072681427 (0.20408590047757796) | > loss_disc_real_3: 0.18665984272956848 (0.20707916199583695) | > loss_disc_real_4: 0.25613123178482056 (0.2151893619763649) | > loss_disc_real_5: 0.22905661165714264 (0.2036163777690246) | > loss_0: 2.475156307220459 (2.2301771329043842) | > grad_norm_0: tensor(154.4078, device='cuda:0') (tensor(68.2530, device='cuda:0')) | > loss_gen: 2.4094107151031494 (2.7900610899521143) | > loss_kl: 2.0727269649505615 (2.2342526768368045) | > loss_feat: 6.921909809112549 (8.637855077193954) | > loss_mel: 13.811076164245605 (15.523088226595457) | > loss_duration: 1.583066701889038 (1.6283249953179908) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.79819107055664 (30.81358202548639) | > grad_norm_1: tensor(1111.1017, device='cuda:0') (tensor(1039.7251, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.725 (0.7600795177801464) | > loader_time: 0.0105 (0.011374033680839626)  --> TIME: 2025-02-20 00:32:34 -- STEP: 463/924 -- GLOBAL_STEP: 70350 | > loss_disc: 2.1882104873657227 (2.229919548940966) | > loss_disc_real_0: 0.09662560373544693 (0.10769004212213645) | > loss_disc_real_1: 0.18058806657791138 (0.1933497278659442) | > loss_disc_real_2: 0.20550113916397095 (0.20408514978818712) | > loss_disc_real_3: 0.18424519896507263 (0.20731949381385456) | > loss_disc_real_4: 0.21029098331928253 (0.21504790047847427) | > loss_disc_real_5: 0.19029667973518372 (0.20332947769252585) | > loss_0: 2.1882104873657227 (2.229919548940966) | > grad_norm_0: tensor(24.9343, device='cuda:0') (tensor(65.8978, device='cuda:0')) | > loss_gen: 2.963683605194092 (2.7878314037817353) | > loss_kl: 2.097151041030884 (2.2349748034714114) | > loss_feat: 9.478527069091797 (8.632967564766139) | > loss_mel: 15.617650032043457 (15.521935209599736) | > loss_duration: 1.6554069519042969 (1.6277612543003095) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.812419891357422 (30.805470233859563) | > grad_norm_1: tensor(451.8483, device='cuda:0') (tensor(1035.5277, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.7339 (0.7598341211644408) | > loader_time: 0.0131 (0.011382245605501702)  --> TIME: 2025-02-20 00:33:12 -- STEP: 513/924 -- GLOBAL_STEP: 70400 | > loss_disc: 2.039973258972168 (2.2282760120042333) | > loss_disc_real_0: 0.09494755417108536 (0.10775336190390077) | > loss_disc_real_1: 0.2216372936964035 (0.19352437764929056) | > loss_disc_real_2: 0.18345427513122559 (0.20381744688133518) | > loss_disc_real_3: 0.2046343833208084 (0.20726210558623598) | > loss_disc_real_4: 0.2099970579147339 (0.21484352927110348) | > loss_disc_real_5: 0.1878202259540558 (0.2028045582841015) | > loss_0: 2.039973258972168 (2.2282760120042333) | > grad_norm_0: tensor(53.8458, device='cuda:0') (tensor(64.2733, device='cuda:0')) | > loss_gen: 3.142800807952881 (2.7880576716529006) | > loss_kl: 2.3852062225341797 (2.2374009179790124) | > loss_feat: 9.34521484375 (8.631234216411206) | > loss_mel: 16.345531463623047 (15.524771513762298) | > loss_duration: 1.619570016860962 (1.6273124689711933) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.83832550048828 (30.808776792262265) | > grad_norm_1: tensor(1295.3584, device='cuda:0') (tensor(1037.3469, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.7196 (0.7593848561218138) | > loader_time: 0.0102 (0.011354251214635298)  --> TIME: 2025-02-20 00:33:51 -- STEP: 563/924 -- GLOBAL_STEP: 70450 | > loss_disc: 2.226210832595825 (2.229779452667777) | > loss_disc_real_0: 0.11309248208999634 (0.10907459128019441) | > loss_disc_real_1: 0.17895033955574036 (0.19347134600418292) | > loss_disc_real_2: 0.20290571451187134 (0.20370417944491445) | > loss_disc_real_3: 0.19164276123046875 (0.20703550426828712) | > loss_disc_real_4: 0.20907333493232727 (0.21475372774457005) | > loss_disc_real_5: 0.1979854851961136 (0.2026066957422091) | > loss_0: 2.226210832595825 (2.229779452667777) | > grad_norm_0: tensor(37.9852, device='cuda:0') (tensor(64.5371, device='cuda:0')) | > loss_gen: 2.592031478881836 (2.785364875996727) | > loss_kl: 2.0493757724761963 (2.232859385373538) | > loss_feat: 7.879436492919922 (8.618020752183487) | > loss_mel: 14.242097854614258 (15.500300495493263) | > loss_duration: 1.6197783946990967 (1.6273889490808524) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.382719039916992 (30.76393443187219) | > grad_norm_1: tensor(848.6050, device='cuda:0') (tensor(1038.2864, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.7676 (0.7590458498966627) | > loader_time: 0.0111 (0.011351192823311786)  --> TIME: 2025-02-20 00:34:29 -- STEP: 613/924 -- GLOBAL_STEP: 70500 | > loss_disc: 2.3158862590789795 (2.231157653288973) | > loss_disc_real_0: 0.21591311693191528 (0.11026562253228991) | > loss_disc_real_1: 0.18402063846588135 (0.1933541934311293) | > loss_disc_real_2: 0.24359510838985443 (0.20382154401130428) | > loss_disc_real_3: 0.19522809982299805 (0.20708131109520805) | > loss_disc_real_4: 0.24350039660930634 (0.21476741378206218) | > loss_disc_real_5: 0.20254717767238617 (0.20273645090920706) | > loss_0: 2.3158862590789795 (2.231157653288973) | > grad_norm_0: tensor(25.3064, device='cuda:0') (tensor(64.7932, device='cuda:0')) | > loss_gen: 2.825787305831909 (2.7831011895837836) | > loss_kl: 2.367210865020752 (2.2321554138454305) | > loss_feat: 8.249377250671387 (8.608065960652276) | > loss_mel: 16.412721633911133 (15.48835398750243) | > loss_duration: 1.6278191804885864 (1.626899031208157) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.4829158782959 (30.738575566651186) | > grad_norm_1: tensor(1273.8993, device='cuda:0') (tensor(1060.8800, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.726 (0.7586508956274429) | > loader_time: 0.01 (0.01133851281581461)  --> TIME: 2025-02-20 00:35:08 -- STEP: 663/924 -- GLOBAL_STEP: 70550 | > loss_disc: 2.3826568126678467 (2.2321135239004195) | > loss_disc_real_0: 0.09043730050325394 (0.11152301262923675) | > loss_disc_real_1: 0.22015710175037384 (0.1932023934918831) | > loss_disc_real_2: 0.23395898938179016 (0.20364058784140357) | > loss_disc_real_3: 0.20233109593391418 (0.20699138031376244) | > loss_disc_real_4: 0.2620839476585388 (0.21475659704136452) | > loss_disc_real_5: 0.18021829426288605 (0.202512724794234) | > loss_0: 2.3826568126678467 (2.2321135239004195) | > grad_norm_0: tensor(89.7076, device='cuda:0') (tensor(65.0765, device='cuda:0')) | > loss_gen: 2.590717077255249 (2.7805942629617095) | > loss_kl: 2.2004942893981934 (2.234972608035508) | > loss_feat: 8.240156173706055 (8.605743487316367) | > loss_mel: 14.857320785522461 (15.478905984179466) | > loss_duration: 1.5757414102554321 (1.6268547787745438) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.46442985534668 (30.727071111917855) | > grad_norm_1: tensor(1431.1707, device='cuda:0') (tensor(1063.9723, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.7599 (0.7589179991237356) | > loader_time: 0.0113 (0.011335048560463277)  --> TIME: 2025-02-20 00:35:47 -- STEP: 713/924 -- GLOBAL_STEP: 70600 | > loss_disc: 2.1262848377227783 (2.2300231901492524) | > loss_disc_real_0: 0.15339981019496918 (0.11132717270503371) | > loss_disc_real_1: 0.17810598015785217 (0.19300718101846553) | > loss_disc_real_2: 0.18932069838047028 (0.2035072287662166) | > loss_disc_real_3: 0.22970189154148102 (0.20670235190451722) | > loss_disc_real_4: 0.1995255947113037 (0.21468569332051912) | > loss_disc_real_5: 0.18907341361045837 (0.20240472083673577) | > loss_0: 2.1262848377227783 (2.2300231901492524) | > grad_norm_0: tensor(110.2643, device='cuda:0') (tensor(65.2725, device='cuda:0')) | > loss_gen: 3.1329922676086426 (2.7825309257186346) | > loss_kl: 2.061095714569092 (2.2362772764698176) | > loss_feat: 9.947376251220703 (8.614954056947111) | > loss_mel: 16.26498031616211 (15.4851017800822) | > loss_duration: 1.634326457977295 (1.626966833065135) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.040771484375 (30.7458308863272) | > grad_norm_1: tensor(993.0358, device='cuda:0') (tensor(1064.8313, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.7432 (0.7588931858790369) | > loader_time: 0.0104 (0.011344239554599157)  --> TIME: 2025-02-20 00:36:26 -- STEP: 763/924 -- GLOBAL_STEP: 70650 | > loss_disc: 2.3455820083618164 (2.228533052679442) | > loss_disc_real_0: 0.227159783244133 (0.11073850702157495) | > loss_disc_real_1: 0.2194187343120575 (0.19297383292083814) | > loss_disc_real_2: 0.21732796728610992 (0.2033103811670568) | > loss_disc_real_3: 0.21683628857135773 (0.20670866128423415) | > loss_disc_real_4: 0.2492140382528305 (0.2147489094015499) | > loss_disc_real_5: 0.19116784632205963 (0.20236923376667085) | > loss_0: 2.3455820083618164 (2.228533052679442) | > grad_norm_0: tensor(88.5979, device='cuda:0') (tensor(65.4646, device='cuda:0')) | > loss_gen: 2.6929008960723877 (2.78610842568534) | > loss_kl: 2.3510243892669678 (2.2364810011490035) | > loss_feat: 7.73132848739624 (8.63214115015331) | > loss_mel: 15.167115211486816 (15.498626235271969) | > loss_duration: 1.6112730503082275 (1.6270962492666585) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.55364227294922 (30.780453073244107) | > grad_norm_1: tensor(915.9292, device='cuda:0') (tensor(1061.7919, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.7166 (0.7589022957013128) | > loader_time: 0.0095 (0.011327036711366586)  --> TIME: 2025-02-20 00:37:04 -- STEP: 813/924 -- GLOBAL_STEP: 70700 | > loss_disc: 2.040287494659424 (2.229104444109648) | > loss_disc_real_0: 0.07503235340118408 (0.11139222231738242) | > loss_disc_real_1: 0.16438482701778412 (0.19281505869396792) | > loss_disc_real_2: 0.2081051617860794 (0.20327073317318967) | > loss_disc_real_3: 0.20871372520923615 (0.20671574353511915) | > loss_disc_real_4: 0.2289428859949112 (0.21460077375503483) | > loss_disc_real_5: 0.17245785892009735 (0.20231379493429513) | > loss_0: 2.040287494659424 (2.229104444109648) | > grad_norm_0: tensor(19.5291, device='cuda:0') (tensor(65.0142, device='cuda:0')) | > loss_gen: 3.0230202674865723 (2.784956919751046) | > loss_kl: 2.2561440467834473 (2.2359193366978607) | > loss_feat: 9.819060325622559 (8.628667276577158) | > loss_mel: 15.436441421508789 (15.49624375956818) | > loss_duration: 1.6142361164093018 (1.6273911552089022) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.148902893066406 (30.773178450149217) | > grad_norm_1: tensor(351.5320, device='cuda:0') (tensor(1065.0011, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.7469 (0.7583699320221883) | > loader_time: 0.0102 (0.011293104507239835)  --> TIME: 2025-02-20 00:37:42 -- STEP: 863/924 -- GLOBAL_STEP: 70750 | > loss_disc: 2.3167622089385986 (2.229355813454094) | > loss_disc_real_0: 0.11932522058486938 (0.11207843516647885) | > loss_disc_real_1: 0.1947886347770691 (0.19258934266321354) | > loss_disc_real_2: 0.18772722780704498 (0.20296660792578963) | > loss_disc_real_3: 0.21446841955184937 (0.20661373883658454) | > loss_disc_real_4: 0.2363668531179428 (0.2147131564995643) | > loss_disc_real_5: 0.25796207785606384 (0.20228866126004133) | > loss_0: 2.3167622089385986 (2.229355813454094) | > grad_norm_0: tensor(75.9164, device='cuda:0') (tensor(65.2421, device='cuda:0')) | > loss_gen: 2.747105360031128 (2.7826687342045915) | > loss_kl: 2.1699702739715576 (2.235262636237737) | > loss_feat: 7.7961297035217285 (8.623682928251073) | > loss_mel: 14.65589714050293 (15.49303520706548) | > loss_duration: 1.6518609523773193 (1.6275202730715899) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.020963668823242 (30.762169790433706) | > grad_norm_1: tensor(1521.4951, device='cuda:0') (tensor(1083.3953, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.751 (0.7580446597460659) | > loader_time: 0.0105 (0.01127992389099899)  --> TIME: 2025-02-20 00:38:20 -- STEP: 913/924 -- GLOBAL_STEP: 70800 | > loss_disc: 2.1880850791931152 (2.2282496524927824) | > loss_disc_real_0: 0.17756012082099915 (0.1126604105987528) | > loss_disc_real_1: 0.20505282282829285 (0.19231878030078173) | > loss_disc_real_2: 0.20111244916915894 (0.20284018992790123) | > loss_disc_real_3: 0.18514402210712433 (0.2063306657044545) | > loss_disc_real_4: 0.2506985664367676 (0.21462997927984298) | > loss_disc_real_5: 0.15505611896514893 (0.20213642957960012) | > loss_0: 2.1880850791931152 (2.2282496524927824) | > grad_norm_0: tensor(153.9595, device='cuda:0') (tensor(65.6860, device='cuda:0')) | > loss_gen: 3.0753066539764404 (2.78495413424021) | > loss_kl: 2.294600486755371 (2.2363172050112587) | > loss_feat: 9.409398078918457 (8.6442126073555) | > loss_mel: 15.749964714050293 (15.51862093391711) | > loss_duration: 1.6105952262878418 (1.627122601830816) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.13986587524414 (30.811227474651357) | > grad_norm_1: tensor(605.2735, device='cuda:0') (tensor(1087.6830, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.724 (0.7575774085743663) | > loader_time: 0.0098 (0.01125360370857431)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1982979774475098 (2.1982979774475098) | > loss_disc_real_0: 0.15097853541374207 (0.15097853541374207) | > loss_disc_real_1: 0.16928066313266754 (0.16928066313266754) | > loss_disc_real_2: 0.2515489161014557 (0.2515489161014557) | > loss_disc_real_3: 0.2011011242866516 (0.2011011242866516) | > loss_disc_real_4: 0.17746898531913757 (0.17746898531913757) | > loss_disc_real_5: 0.19192078709602356 (0.19192078709602356) | > loss_0: 2.1982979774475098 (2.1982979774475098) | > loss_gen: 2.8706111907958984 (2.8706111907958984) | > loss_kl: 2.1051955223083496 (2.1051955223083496) | > loss_feat: 8.16704273223877 (8.16704273223877) | > loss_mel: 15.259306907653809 (15.259306907653809) | > loss_duration: 1.6753010749816895 (1.6753010749816895) | > loss_1: 30.077455520629883 (30.077455520629883)  --> STEP: 1 | > loss_disc: 2.2893505096435547 (2.2893505096435547) | > loss_disc_real_0: 0.18953274190425873 (0.18953274190425873) | > loss_disc_real_1: 0.1876520812511444 (0.1876520812511444) | > loss_disc_real_2: 0.24323995411396027 (0.24323995411396027) | > loss_disc_real_3: 0.19407737255096436 (0.19407737255096436) | > loss_disc_real_4: 0.202617809176445 (0.202617809176445) | > loss_disc_real_5: 0.20612365007400513 (0.20612365007400513) | > loss_0: 2.2893505096435547 (2.2893505096435547) | > loss_gen: 2.7886013984680176 (2.7886013984680176) | > loss_kl: 2.152327537536621 (2.152327537536621) | > loss_feat: 7.969615459442139 (7.969615459442139) | > loss_mel: 13.46479606628418 (13.46479606628418) | > loss_duration: 1.6864213943481445 (1.6864213943481445) | > loss_1: 28.06175994873047 (28.06175994873047)  --> STEP: 2 | > loss_disc: 2.2426140308380127 (2.2659822702407837) | > loss_disc_real_0: 0.18981130421161652 (0.18967202305793762) | > loss_disc_real_1: 0.16923385858535767 (0.17844296991825104) | > loss_disc_real_2: 0.2651991844177246 (0.25421956926584244) | > loss_disc_real_3: 0.2132994532585144 (0.20368841290473938) | > loss_disc_real_4: 0.2023027390241623 (0.20246027410030365) | > loss_disc_real_5: 0.2215530276298523 (0.2138383388519287) | > loss_0: 2.2426140308380127 (2.2659822702407837) | > loss_gen: 2.941582679748535 (2.8650920391082764) | > loss_kl: 2.025733470916748 (2.0890305042266846) | > loss_feat: 8.094706535339355 (8.032160997390747) | > loss_mel: 14.327423095703125 (13.896109580993652) | > loss_duration: 1.5658648014068604 (1.6261430978775024) | > loss_1: 28.955310821533203 (28.508535385131836)  --> STEP: 3 | > loss_disc: 2.244131326675415 (2.2586986223856607) | > loss_disc_real_0: 0.2007572501897812 (0.19336709876855215) | > loss_disc_real_1: 0.16930213570594788 (0.17539602518081665) | > loss_disc_real_2: 0.2577364444732666 (0.2553918610016505) | > loss_disc_real_3: 0.2070700228214264 (0.20481561621030173) | > loss_disc_real_4: 0.22225822508335114 (0.2090595910946528) | > loss_disc_real_5: 0.24820971488952637 (0.2252954641977946) | > loss_0: 2.244131326675415 (2.2586986223856607) | > loss_gen: 3.0964927673339844 (2.942225615183512) | > loss_kl: 2.1232047080993652 (2.100421905517578) | > loss_feat: 7.960838317871094 (8.008386770884195) | > loss_mel: 15.47211742401123 (14.421445528666178) | > loss_duration: 1.6618554592132568 (1.638047218322754) | > loss_1: 30.31450843811035 (29.11052640279134)  --> STEP: 4 | > loss_disc: 2.3420193195343018 (2.279528796672821) | > loss_disc_real_0: 0.20341190695762634 (0.1958783008158207) | > loss_disc_real_1: 0.17132700979709625 (0.17437877133488655) | > loss_disc_real_2: 0.2764476537704468 (0.26065580919384956) | > loss_disc_real_3: 0.23579244315624237 (0.21255982294678688) | > loss_disc_real_4: 0.23084963858127594 (0.2145071029663086) | > loss_disc_real_5: 0.23963944613933563 (0.22888145968317986) | > loss_0: 2.3420193195343018 (2.279528796672821) | > loss_gen: 2.8982505798339844 (2.9312318563461304) | > loss_kl: 2.0857787132263184 (2.096761107444763) | > loss_feat: 7.403644561767578 (7.8572012186050415) | > loss_mel: 14.360682487487793 (14.406254768371582) | > loss_duration: 1.7326408624649048 (1.6616956293582916) | > loss_1: 28.48099708557129 (28.953144073486328)  --> STEP: 5 | > loss_disc: 2.1723995208740234 (2.2581029415130613) | > loss_disc_real_0: 0.15380407869815826 (0.1874634563922882) | > loss_disc_real_1: 0.1501106172800064 (0.16952514052391052) | > loss_disc_real_2: 0.29692089557647705 (0.26790882647037506) | > loss_disc_real_3: 0.23371131718158722 (0.21679012179374696) | > loss_disc_real_4: 0.2021690309047699 (0.21203948855400084) | > loss_disc_real_5: 0.22308307886123657 (0.2277217835187912) | > loss_0: 2.1723995208740234 (2.2581029415130613) | > loss_gen: 3.0891945362091064 (2.9628243923187254) | > loss_kl: 1.8874011039733887 (2.054889106750488) | > loss_feat: 7.572241306304932 (7.80020923614502) | > loss_mel: 14.058582305908203 (14.336720275878907) | > loss_duration: 1.5566256046295166 (1.6406816244125366) | > loss_1: 28.164045333862305 (28.795324325561523) --> EVAL PERFORMANCE | > avg_loader_time: 0.15198183059692383 (+0.0014741897583007701) | > avg_loss_disc: 2.2581029415130613 (-0.06175441741943377) | > avg_loss_disc_real_0: 0.1874634563922882 (+0.08056202083826064) | > avg_loss_disc_real_1: 0.16952514052391052 (-0.03723888993263244) | > avg_loss_disc_real_2: 0.26790882647037506 (+0.05834274590015412) | > avg_loss_disc_real_3: 0.21679012179374696 (+0.03586052656173708) | > avg_loss_disc_real_4: 0.21203948855400084 (+0.009813520312309254) | > avg_loss_disc_real_5: 0.2277217835187912 (+0.03156684935092924) | > avg_loss_0: 2.2581029415130613 (-0.06175441741943377) | > avg_loss_gen: 2.9628243923187254 (+0.6701025485992429) | > avg_loss_kl: 2.054889106750488 (+0.023483800888061346) | > avg_loss_feat: 7.80020923614502 (-0.12356348037719744) | > avg_loss_mel: 14.336720275878907 (-0.5332014083862298) | > avg_loss_duration: 1.6406816244125366 (-0.003671336174011275) | > avg_loss_1: 28.795324325561523 (+0.03314933776855611)  > EPOCH: 27/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 00:38:37)   --> TIME: 2025-02-20 00:39:09 -- STEP: 39/924 -- GLOBAL_STEP: 70850 | > loss_disc: 2.2182397842407227 (2.233513031250391) | > loss_disc_real_0: 0.11164997518062592 (0.10789927620536242) | > loss_disc_real_1: 0.2086912989616394 (0.19213099777698514) | > loss_disc_real_2: 0.18548280000686646 (0.2042193611462911) | > loss_disc_real_3: 0.1878734678030014 (0.20510742717828506) | > loss_disc_real_4: 0.19900649785995483 (0.21311700000212744) | > loss_disc_real_5: 0.1954638659954071 (0.2038282904869471) | > loss_0: 2.2182397842407227 (2.233513031250391) | > grad_norm_0: tensor(27.7763, device='cuda:0') (tensor(63.2341, device='cuda:0')) | > loss_gen: 2.6478378772735596 (2.772793403038612) | > loss_kl: 2.210829973220825 (2.2755273305452786) | > loss_feat: 8.31846809387207 (8.6173584766877) | > loss_mel: 15.012784004211426 (15.65390469477727) | > loss_duration: 1.6151795387268066 (1.6274007528256147) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.805099487304688 (30.946984951312725) | > grad_norm_1: tensor(1296.0276, device='cuda:0') (tensor(1017.0457, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.7898 (0.7531971870324551) | > loader_time: 0.0163 (0.011318347392938076)  --> TIME: 2025-02-20 00:39:48 -- STEP: 89/924 -- GLOBAL_STEP: 70900 | > loss_disc: 2.264249086380005 (2.225699419385932) | > loss_disc_real_0: 0.16629594564437866 (0.11323527183927846) | > loss_disc_real_1: 0.1976659893989563 (0.19223081412610044) | > loss_disc_real_2: 0.2021399438381195 (0.20279378100727383) | > loss_disc_real_3: 0.21980375051498413 (0.20378886397635) | > loss_disc_real_4: 0.2470514476299286 (0.21309994043928854) | > loss_disc_real_5: 0.21419121325016022 (0.2015627779987421) | > loss_0: 2.264249086380005 (2.225699419385932) | > grad_norm_0: tensor(110.8909, device='cuda:0') (tensor(66.7930, device='cuda:0')) | > loss_gen: 2.8556995391845703 (2.7861576214265282) | > loss_kl: 2.3389055728912354 (2.2721074042695295) | > loss_feat: 7.938671588897705 (8.608842764007909) | > loss_mel: 15.09101676940918 (15.599099823598111) | > loss_duration: 1.595153570175171 (1.6285843715239108) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.819448471069336 (30.89479223529944) | > grad_norm_1: tensor(920.2268, device='cuda:0') (tensor(1072.8734, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.7354 (0.7574232160375359) | > loader_time: 0.012 (0.011317459385046798)  --> TIME: 2025-02-20 00:40:26 -- STEP: 139/924 -- GLOBAL_STEP: 70950 | > loss_disc: 2.1883599758148193 (2.219620680637496) | > loss_disc_real_0: 0.15374751389026642 (0.1106130817114449) | > loss_disc_real_1: 0.17675472795963287 (0.19119015314596163) | > loss_disc_real_2: 0.20906886458396912 (0.2029573329918676) | > loss_disc_real_3: 0.21559496223926544 (0.20442846728314598) | > loss_disc_real_4: 0.19661979377269745 (0.21344653715332634) | > loss_disc_real_5: 0.2044900506734848 (0.20143666713357827) | > loss_0: 2.1883599758148193 (2.219620680637496) | > grad_norm_0: tensor(85.4159, device='cuda:0') (tensor(67.3045, device='cuda:0')) | > loss_gen: 2.891500949859619 (2.796021370579012) | > loss_kl: 2.244873523712158 (2.2627505621464135) | > loss_feat: 8.402656555175781 (8.639978916524981) | > loss_mel: 14.745828628540039 (15.618196899084737) | > loss_duration: 1.640554666519165 (1.6297376739035407) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.925413131713867 (30.94668559890857) | > grad_norm_1: tensor(1627.2573, device='cuda:0') (tensor(1118.1663, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.7388 (0.7550618802900795) | > loader_time: 0.0102 (0.011290107699606916)  --> TIME: 2025-02-20 00:41:05 -- STEP: 189/924 -- GLOBAL_STEP: 71000 | > loss_disc: 2.272083044052124 (2.231587245981528) | > loss_disc_real_0: 0.1896093785762787 (0.11668955410520236) | > loss_disc_real_1: 0.1899244338274002 (0.191342809449428) | > loss_disc_real_2: 0.18898937106132507 (0.20312224470433735) | > loss_disc_real_3: 0.21710041165351868 (0.20442221451688702) | > loss_disc_real_4: 0.22968962788581848 (0.213796846923374) | > loss_disc_real_5: 0.20840086042881012 (0.20279217318252277) | > loss_0: 2.272083044052124 (2.231587245981528) | > grad_norm_0: tensor(54.3014, device='cuda:0') (tensor(71.8131, device='cuda:0')) | > loss_gen: 2.747861385345459 (2.7816846824827635) | > loss_kl: 2.226194143295288 (2.2554629668987625) | > loss_feat: 8.034448623657227 (8.618946050209974) | > loss_mel: 15.452380180358887 (15.596788996741886) | > loss_duration: 1.5981364250183105 (1.6266680867583663) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.059022903442383 (30.87955093383789) | > grad_norm_1: tensor(1142.1823, device='cuda:0') (tensor(1261.3096, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.7963 (0.7546276642531948) | > loader_time: 0.0142 (0.011240096319289435) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_71000.pth  --> TIME: 2025-02-20 00:41:46 -- STEP: 239/924 -- GLOBAL_STEP: 71050 | > loss_disc: 2.2254443168640137 (2.233729694677695) | > loss_disc_real_0: 0.1448303908109665 (0.11801537406868516) | > loss_disc_real_1: 0.16555741429328918 (0.19121681496688014) | > loss_disc_real_2: 0.18213896453380585 (0.20246850172346106) | > loss_disc_real_3: 0.22485633194446564 (0.20441545309132617) | > loss_disc_real_4: 0.18995925784111023 (0.21394980009879028) | > loss_disc_real_5: 0.22324980795383453 (0.20354773073016846) | > loss_0: 2.2254443168640137 (2.233729694677695) | > grad_norm_0: tensor(80.6722, device='cuda:0') (tensor(70.2992, device='cuda:0')) | > loss_gen: 2.8175406455993652 (2.7683116561698107) | > loss_kl: 2.2490150928497314 (2.249218064372011) | > loss_feat: 8.3053560256958 (8.57644938824067) | > loss_mel: 14.302797317504883 (15.55428610685979) | > loss_duration: 1.6330866813659668 (1.6281724115794673) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.307796478271484 (30.776437767379953) | > grad_norm_1: tensor(1045.9623, device='cuda:0') (tensor(1292.8290, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.7612 (0.7582705938666437) | > loader_time: 0.0105 (0.01128281110500192)  --> TIME: 2025-02-20 00:42:25 -- STEP: 289/924 -- GLOBAL_STEP: 71100 | > loss_disc: 2.309614658355713 (2.233974758728977) | > loss_disc_real_0: 0.09120109677314758 (0.1164978951164183) | > loss_disc_real_1: 0.20232093334197998 (0.19161824706722708) | > loss_disc_real_2: 0.22913630306720734 (0.2026212721238087) | > loss_disc_real_3: 0.2077229768037796 (0.2049525389931194) | > loss_disc_real_4: 0.23162060976028442 (0.2142608567402024) | > loss_disc_real_5: 0.21149957180023193 (0.2040244836914498) | > loss_0: 2.309614658355713 (2.233974758728977) | > grad_norm_0: tensor(52.5695, device='cuda:0') (tensor(71.0032, device='cuda:0')) | > loss_gen: 2.8147106170654297 (2.774448148107032) | > loss_kl: 2.4108848571777344 (2.2455446402506847) | > loss_feat: 8.77312183380127 (8.594269067770883) | > loss_mel: 16.138887405395508 (15.558475933272947) | > loss_duration: 1.6509950160980225 (1.6286723654987905) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.78860092163086 (30.801410252660204) | > grad_norm_1: tensor(2004.1259, device='cuda:0') (tensor(1257.7750, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.7741 (0.7590455497424909) | > loader_time: 0.0114 (0.01129315138688137)  --> TIME: 2025-02-20 00:43:04 -- STEP: 339/924 -- GLOBAL_STEP: 71150 | > loss_disc: 2.287087917327881 (2.2408394490019763) | > loss_disc_real_0: 0.13913418352603912 (0.11702282372917046) | > loss_disc_real_1: 0.1806677132844925 (0.1920761263388098) | > loss_disc_real_2: 0.20006699860095978 (0.20323808970352897) | > loss_disc_real_3: 0.2212657630443573 (0.20536463789004497) | > loss_disc_real_4: 0.19738832116127014 (0.21427576815308372) | > loss_disc_real_5: 0.19853955507278442 (0.20450768134059447) | > loss_0: 2.287087917327881 (2.2408394490019763) | > grad_norm_0: tensor(63.5572, device='cuda:0') (tensor(71.6772, device='cuda:0')) | > loss_gen: 2.8497867584228516 (2.771895824280457) | > loss_kl: 2.2974913120269775 (2.2473251214772896) | > loss_feat: 7.8451690673828125 (8.584754510615083) | > loss_mel: 15.111420631408691 (15.611989735853706) | > loss_duration: 1.6084175109863281 (1.628682973110571) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.7122859954834 (30.84464829368929) | > grad_norm_1: tensor(1150.8364, device='cuda:0') (tensor(1237.7048, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.7746 (0.7601022903194822) | > loader_time: 0.0109 (0.011312625401139607)  --> TIME: 2025-02-20 00:43:43 -- STEP: 389/924 -- GLOBAL_STEP: 71200 | > loss_disc: 1.9792311191558838 (2.241434197805841) | > loss_disc_real_0: 0.05521515756845474 (0.11672960564609051) | > loss_disc_real_1: 0.16729037463665009 (0.1922563429739912) | > loss_disc_real_2: 0.17447242140769958 (0.20335787193787438) | > loss_disc_real_3: 0.1749478578567505 (0.20570402563690837) | > loss_disc_real_4: 0.16389335691928864 (0.21447877903830423) | > loss_disc_real_5: 0.17976786196231842 (0.20421349665193134) | > loss_0: 1.9792311191558838 (2.241434197805841) | > grad_norm_0: tensor(41.0063, device='cuda:0') (tensor(71.8194, device='cuda:0')) | > loss_gen: 2.9693102836608887 (2.768668126937353) | > loss_kl: 2.3417716026306152 (2.248070152375874) | > loss_feat: 10.069790840148926 (8.57977919713391) | > loss_mel: 16.60517692565918 (15.594581209295512) | > loss_duration: 1.5850825309753418 (1.628726208118057) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.57113265991211 (30.819825003263578) | > grad_norm_1: tensor(1679.7831, device='cuda:0') (tensor(1236.0740, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.7933 (0.7608267758376801) | > loader_time: 0.0109 (0.011321673356475433)  --> TIME: 2025-02-20 00:44:22 -- STEP: 439/924 -- GLOBAL_STEP: 71250 | > loss_disc: 2.234247922897339 (2.2413016783077784) | > loss_disc_real_0: 0.0693884938955307 (0.11651729762655999) | > loss_disc_real_1: 0.18729330599308014 (0.19178290152604066) | > loss_disc_real_2: 0.1876264363527298 (0.2038334513715297) | > loss_disc_real_3: 0.19062086939811707 (0.2055704878443738) | > loss_disc_real_4: 0.20389217138290405 (0.21472435419135866) | > loss_disc_real_5: 0.22403408586978912 (0.20416298549376202) | > loss_0: 2.234247922897339 (2.2413016783077784) | > grad_norm_0: tensor(44.9472, device='cuda:0') (tensor(71.5774, device='cuda:0')) | > loss_gen: 2.581559181213379 (2.767852381856129) | > loss_kl: 2.331414222717285 (2.2505753431341913) | > loss_feat: 8.60629940032959 (8.574295860759758) | > loss_mel: 15.450857162475586 (15.59465382256649) | > loss_duration: 1.602973222732544 (1.6284743601749052) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.573104858398438 (30.81585185891675) | > grad_norm_1: tensor(727.1821, device='cuda:0') (tensor(1227.6324, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.7693 (0.7608526513353838) | > loader_time: 0.0135 (0.011330104906086495)  --> TIME: 2025-02-20 00:45:01 -- STEP: 489/924 -- GLOBAL_STEP: 71300 | > loss_disc: 2.112820863723755 (2.2414670717009257) | > loss_disc_real_0: 0.09428444504737854 (0.11632215771024212) | > loss_disc_real_1: 0.21237771213054657 (0.19186964189226166) | > loss_disc_real_2: 0.1895371973514557 (0.20363646699972682) | > loss_disc_real_3: 0.2025660127401352 (0.20576439112242018) | > loss_disc_real_4: 0.22110937535762787 (0.21510893984074972) | > loss_disc_real_5: 0.17382101714611053 (0.20428820472431566) | > loss_0: 2.112820863723755 (2.2414670717009257) | > grad_norm_0: tensor(46.4649, device='cuda:0') (tensor(71.8620, device='cuda:0')) | > loss_gen: 2.9362499713897705 (2.7663871315603092) | > loss_kl: 2.106973886489868 (2.253693323193884) | > loss_feat: 8.8109130859375 (8.560211872030614) | > loss_mel: 16.061870574951172 (15.580513515355397) | > loss_duration: 1.6252920627593994 (1.6281299110814356) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.54129981994629 (30.788935827087528) | > grad_norm_1: tensor(909.8787, device='cuda:0') (tensor(1222.4459, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.7398 (0.7612045771748985) | > loader_time: 0.0106 (0.011326935637460405)  --> TIME: 2025-02-20 00:45:41 -- STEP: 539/924 -- GLOBAL_STEP: 71350 | > loss_disc: 1.9553109407424927 (2.2358750969669163) | > loss_disc_real_0: 0.0842437818646431 (0.11419249386120593) | > loss_disc_real_1: 0.17354696989059448 (0.191803234295854) | > loss_disc_real_2: 0.18000614643096924 (0.20346533458728303) | > loss_disc_real_3: 0.1882171928882599 (0.20559620439785092) | > loss_disc_real_4: 0.21330800652503967 (0.2148922665773827) | > loss_disc_real_5: 0.1920194774866104 (0.20438145499171917) | > loss_0: 1.9553109407424927 (2.2358750969669163) | > grad_norm_0: tensor(59.6973, device='cuda:0') (tensor(71.1258, device='cuda:0')) | > loss_gen: 3.1234993934631348 (2.775293628006121) | > loss_kl: 2.257992744445801 (2.253070441822837) | > loss_feat: 10.270455360412598 (8.593777607013646) | > loss_mel: 17.235416412353516 (15.602574668700266) | > loss_duration: 1.6569194793701172 (1.628064948021813) | > amp_scaler: 64.0 (64.0) | > loss_1: 34.544281005859375 (30.85278133824053) | > grad_norm_1: tensor(549.2224, device='cuda:0') (tensor(1209.9362, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.8085 (0.7621364089243929) | > loader_time: 0.0114 (0.01134199998816665)  --> TIME: 2025-02-20 00:46:20 -- STEP: 589/924 -- GLOBAL_STEP: 71400 | > loss_disc: 2.2063915729522705 (2.2391977799970966) | > loss_disc_real_0: 0.07389682531356812 (0.11565903823424276) | > loss_disc_real_1: 0.20411263406276703 (0.19206726108321928) | > loss_disc_real_2: 0.21402119100093842 (0.2034502986230349) | > loss_disc_real_3: 0.20854346454143524 (0.20567338216689326) | > loss_disc_real_4: 0.21897342801094055 (0.21477826620200693) | > loss_disc_real_5: 0.16988477110862732 (0.20458403591490346) | > loss_0: 2.2063915729522705 (2.2391977799970966) | > grad_norm_0: tensor(57.2373, device='cuda:0') (tensor(70.1483, device='cuda:0')) | > loss_gen: 2.7017741203308105 (2.7690132291693406) | > loss_kl: 2.128610849380493 (2.253790044420239) | > loss_feat: 8.592555046081543 (8.568858489115891) | > loss_mel: 14.706130981445312 (15.561949791446809) | > loss_duration: 1.6176836490631104 (1.627732678868369) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.746753692626953 (30.781344263177168) | > grad_norm_1: tensor(1485.2909, device='cuda:0') (tensor(1192.3337, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.7723 (0.7622220338099273) | > loader_time: 0.0137 (0.011362431207213211)  --> TIME: 2025-02-20 00:46:59 -- STEP: 639/924 -- GLOBAL_STEP: 71450 | > loss_disc: 2.1174540519714355 (2.239333292314891) | > loss_disc_real_0: 0.10086878389120102 (0.11647896621965094) | > loss_disc_real_1: 0.21166284382343292 (0.19187781741734794) | > loss_disc_real_2: 0.22381192445755005 (0.2033717741662163) | > loss_disc_real_3: 0.1936507225036621 (0.20585763368155094) | > loss_disc_real_4: 0.2080731987953186 (0.21466447331349428) | > loss_disc_real_5: 0.19895532727241516 (0.20459723185765344) | > loss_0: 2.1174540519714355 (2.239333292314891) | > grad_norm_0: tensor(83.9065, device='cuda:0') (tensor(71.0578, device='cuda:0')) | > loss_gen: 3.0526342391967773 (2.769274159403098) | > loss_kl: 2.276500701904297 (2.2530181053472043) | > loss_feat: 9.068592071533203 (8.5727709858257) | > loss_mel: 16.47210121154785 (15.57183107337295) | > loss_duration: 1.6439260244369507 (1.6274087466357823) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.51375198364258 (30.794303088121012) | > grad_norm_1: tensor(736.1225, device='cuda:0') (tensor(1198.4628, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.7557 (0.7622194398363618) | > loader_time: 0.0112 (0.011376446961237224)  --> TIME: 2025-02-20 00:47:37 -- STEP: 689/924 -- GLOBAL_STEP: 71500 | > loss_disc: 2.2578048706054688 (2.2362938698905643) | > loss_disc_real_0: 0.09786900877952576 (0.1148002733934687) | > loss_disc_real_1: 0.2250179648399353 (0.1918297553183553) | > loss_disc_real_2: 0.22908300161361694 (0.20314444452307928) | > loss_disc_real_3: 0.20623522996902466 (0.2058600077651581) | > loss_disc_real_4: 0.20958521962165833 (0.21473720066346694) | > loss_disc_real_5: 0.2134515941143036 (0.20460746613573086) | > loss_0: 2.2578048706054688 (2.2362938698905643) | > grad_norm_0: tensor(34.1992, device='cuda:0') (tensor(69.9288, device='cuda:0')) | > loss_gen: 2.7987122535705566 (2.7738877512373996) | > loss_kl: 2.360565662384033 (2.253486374466098) | > loss_feat: 8.640486717224121 (8.593226522769562) | > loss_mel: 15.105549812316895 (15.579071824194212) | > loss_duration: 1.605461835861206 (1.6271152058602754) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.510774612426758 (30.82678770776757) | > grad_norm_1: tensor(717.8420, device='cuda:0') (tensor(1168.3311, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.7599 (0.7621140680742198) | > loader_time: 0.0111 (0.011363924674268017)  --> TIME: 2025-02-20 00:48:17 -- STEP: 739/924 -- GLOBAL_STEP: 71550 | > loss_disc: 2.2694811820983887 (2.2342828650919775) | > loss_disc_real_0: 0.16105569899082184 (0.11373534105486251) | > loss_disc_real_1: 0.1661415845155716 (0.19194501569855052) | > loss_disc_real_2: 0.2112041860818863 (0.20336501824597722) | > loss_disc_real_3: 0.20089808106422424 (0.20582989751486067) | > loss_disc_real_4: 0.23697417974472046 (0.21488253415356792) | > loss_disc_real_5: 0.17463232576847076 (0.2041931513883425) | > loss_0: 2.2694811820983887 (2.2342828650919775) | > grad_norm_0: tensor(80.7879, device='cuda:0') (tensor(69.7823, device='cuda:0')) | > loss_gen: 2.681915283203125 (2.7780426322849245) | > loss_kl: 2.2124369144439697 (2.255000842924207) | > loss_feat: 8.037422180175781 (8.606618453427151) | > loss_mel: 14.552309036254883 (15.586644755971287) | > loss_duration: 1.6120309829711914 (1.6270323654634211) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.096115112304688 (30.853339088140547) | > grad_norm_1: tensor(1165.9065, device='cuda:0') (tensor(1151.6488, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.7781 (0.762669556195746) | > loader_time: 0.0112 (0.01135164991283286)  --> TIME: 2025-02-20 00:48:55 -- STEP: 789/924 -- GLOBAL_STEP: 71600 | > loss_disc: 2.303253173828125 (2.2350977885859096) | > loss_disc_real_0: 0.1521223485469818 (0.11353780290983022) | > loss_disc_real_1: 0.23110318183898926 (0.19221186171390878) | > loss_disc_real_2: 0.2598799467086792 (0.20355582303345143) | > loss_disc_real_3: 0.22835978865623474 (0.20584007413970495) | > loss_disc_real_4: 0.23104330897331238 (0.21486640960469144) | > loss_disc_real_5: 0.2312629520893097 (0.20409546312799315) | > loss_0: 2.303253173828125 (2.2350977885859096) | > grad_norm_0: tensor(134.3721, device='cuda:0') (tensor(69.2160, device='cuda:0')) | > loss_gen: 2.866389036178589 (2.7753834981277707) | > loss_kl: 2.300420045852661 (2.255142991231573) | > loss_feat: 7.649028301239014 (8.598262546935763) | > loss_mel: 14.546650886535645 (15.578333024289671) | > loss_duration: 1.5956099033355713 (1.6274148230316965) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.958097457885742 (30.834536918669144) | > grad_norm_1: tensor(1568.6039, device='cuda:0') (tensor(1143.8396, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.7716 (0.7625543578647089) | > loader_time: 0.0111 (0.011321401414762415)  --> TIME: 2025-02-20 00:49:34 -- STEP: 839/924 -- GLOBAL_STEP: 71650 | > loss_disc: 2.200195789337158 (2.2342545260121343) | > loss_disc_real_0: 0.15350039303302765 (0.11296377230226923) | > loss_disc_real_1: 0.19427697360515594 (0.1923012110416882) | > loss_disc_real_2: 0.20088113844394684 (0.2033945247086923) | > loss_disc_real_3: 0.18639825284481049 (0.20586211267188273) | > loss_disc_real_4: 0.23908323049545288 (0.21490660427011665) | > loss_disc_real_5: 0.1890931874513626 (0.20404409697996412) | > loss_0: 2.200195789337158 (2.2342545260121343) | > grad_norm_0: tensor(39.5101, device='cuda:0') (tensor(68.9121, device='cuda:0')) | > loss_gen: 2.9459612369537354 (2.7778540956249387) | > loss_kl: 2.2356741428375244 (2.252622491554654) | > loss_feat: 9.532780647277832 (8.610547709663937) | > loss_mel: 17.00763702392578 (15.587087901755368) | > loss_duration: 1.637359857559204 (1.6272827827319476) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.359413146972656 (30.855394995397265) | > grad_norm_1: tensor(1127.6006, device='cuda:0') (tensor(1129.9070, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.7509 (0.7619438870444772) | > loader_time: 0.012 (0.011312850467922846)  --> TIME: 2025-02-20 00:50:13 -- STEP: 889/924 -- GLOBAL_STEP: 71700 | > loss_disc: 2.2397820949554443 (2.234507294285819) | > loss_disc_real_0: 0.14214468002319336 (0.11343846882874706) | > loss_disc_real_1: 0.16924789547920227 (0.19233021597693298) | > loss_disc_real_2: 0.1947682499885559 (0.20359571544606464) | > loss_disc_real_3: 0.215917706489563 (0.20591817229684473) | > loss_disc_real_4: 0.22826726734638214 (0.21503568372790804) | > loss_disc_real_5: 0.2335607260465622 (0.2039977876622443) | > loss_0: 2.2397820949554443 (2.234507294285819) | > grad_norm_0: tensor(129.8850, device='cuda:0') (tensor(68.9429, device='cuda:0')) | > loss_gen: 2.798027515411377 (2.7765218865616643) | > loss_kl: 2.086780548095703 (2.2527775295137444) | > loss_feat: 9.01290512084961 (8.610854718494723) | > loss_mel: 15.143919944763184 (15.591041288172033) | > loss_duration: 1.6064903736114502 (1.6270897340184516) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.64812469482422 (30.85828517017) | > grad_norm_1: tensor(462.0498, device='cuda:0') (tensor(1142.9648, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.778 (0.762399124214164) | > loader_time: 0.0115 (0.01130869471718408)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2652692794799805 (2.2652692794799805) | > loss_disc_real_0: 0.10273811221122742 (0.10273811221122742) | > loss_disc_real_1: 0.21588492393493652 (0.21588492393493652) | > loss_disc_real_2: 0.1879434734582901 (0.1879434734582901) | > loss_disc_real_3: 0.19531095027923584 (0.19531095027923584) | > loss_disc_real_4: 0.217868372797966 (0.217868372797966) | > loss_disc_real_5: 0.19358451664447784 (0.19358451664447784) | > loss_0: 2.2652692794799805 (2.2652692794799805) | > loss_gen: 2.407301187515259 (2.407301187515259) | > loss_kl: 2.2076127529144287 (2.2076127529144287) | > loss_feat: 8.087862968444824 (8.087862968444824) | > loss_mel: 14.881321907043457 (14.881321907043457) | > loss_duration: 1.6673957109451294 (1.6673957109451294) | > loss_1: 29.251495361328125 (29.251495361328125)  --> STEP: 1 | > loss_disc: 2.2934141159057617 (2.2934141159057617) | > loss_disc_real_0: 0.0999637246131897 (0.0999637246131897) | > loss_disc_real_1: 0.21264714002609253 (0.21264714002609253) | > loss_disc_real_2: 0.19110853970050812 (0.19110853970050812) | > loss_disc_real_3: 0.17152462899684906 (0.17152462899684906) | > loss_disc_real_4: 0.19929203391075134 (0.19929203391075134) | > loss_disc_real_5: 0.20037584006786346 (0.20037584006786346) | > loss_0: 2.2934141159057617 (2.2934141159057617) | > loss_gen: 2.3109517097473145 (2.3109517097473145) | > loss_kl: 2.177980899810791 (2.177980899810791) | > loss_feat: 8.204133033752441 (8.204133033752441) | > loss_mel: 14.836592674255371 (14.836592674255371) | > loss_duration: 1.6781972646713257 (1.6781972646713257) | > loss_1: 29.207857131958008 (29.207857131958008)  --> STEP: 2 | > loss_disc: 2.4237470626831055 (2.3585805892944336) | > loss_disc_real_0: 0.11563001573085785 (0.10779687017202377) | > loss_disc_real_1: 0.19287744164466858 (0.20276229083538055) | > loss_disc_real_2: 0.1888573169708252 (0.18998292833566666) | > loss_disc_real_3: 0.19562369585037231 (0.1835741624236107) | > loss_disc_real_4: 0.23560304939746857 (0.21744754165410995) | > loss_disc_real_5: 0.23244129121303558 (0.21640856564044952) | > loss_0: 2.4237470626831055 (2.3585805892944336) | > loss_gen: 2.1685047149658203 (2.2397282123565674) | > loss_kl: 2.1644980907440186 (2.171239495277405) | > loss_feat: 7.3196282386779785 (7.76188063621521) | > loss_mel: 12.671735763549805 (13.754164218902588) | > loss_duration: 1.5781124830245972 (1.6281548738479614) | > loss_1: 25.902477264404297 (27.555167198181152)  --> STEP: 3 | > loss_disc: 2.2483017444610596 (2.3218209743499756) | > loss_disc_real_0: 0.09828610718250275 (0.10462661584218343) | > loss_disc_real_1: 0.2187051773071289 (0.20807658632596335) | > loss_disc_real_2: 0.186411514878273 (0.18879245718320212) | > loss_disc_real_3: 0.1932455152273178 (0.18679794669151306) | > loss_disc_real_4: 0.22671130299568176 (0.22053546210130057) | > loss_disc_real_5: 0.21551071107387543 (0.21610928078492483) | > loss_0: 2.2483017444610596 (2.3218209743499756) | > loss_gen: 2.4630868434906006 (2.314181089401245) | > loss_kl: 2.1798272132873535 (2.1741020679473877) | > loss_feat: 7.968858242034912 (7.830873171488444) | > loss_mel: 14.098248481750488 (13.86885897318522) | > loss_duration: 1.6601366996765137 (1.6388154824574788) | > loss_1: 28.37015724182129 (27.8268305460612)  --> STEP: 4 | > loss_disc: 2.268692970275879 (2.3085389733314514) | > loss_disc_real_0: 0.09581246972084045 (0.10242307931184769) | > loss_disc_real_1: 0.19515453279018402 (0.2048460729420185) | > loss_disc_real_2: 0.16603006422519684 (0.1831018589437008) | > loss_disc_real_3: 0.1731479912996292 (0.1833854578435421) | > loss_disc_real_4: 0.2059856504201889 (0.21689800918102264) | > loss_disc_real_5: 0.21246404945850372 (0.21519797295331955) | > loss_0: 2.268692970275879 (2.3085389733314514) | > loss_gen: 2.290092945098877 (2.308159053325653) | > loss_kl: 1.9743520021438599 (2.1241645514965057) | > loss_feat: 8.07211685180664 (7.891184091567993) | > loss_mel: 14.483119010925293 (14.02242398262024) | > loss_duration: 1.7720757722854614 (1.6721305549144745) | > loss_1: 28.591754913330078 (28.018061637878418)  --> STEP: 5 | > loss_disc: 2.5563321113586426 (2.3580976009368895) | > loss_disc_real_0: 0.1457258015871048 (0.1110836237668991) | > loss_disc_real_1: 0.22996586561203003 (0.20987003147602082) | > loss_disc_real_2: 0.15365327894687653 (0.17721214294433593) | > loss_disc_real_3: 0.2701493501663208 (0.20073823630809784) | > loss_disc_real_4: 0.27810415625572205 (0.22913923859596252) | > loss_disc_real_5: 0.2091355323791504 (0.21398548483848573) | > loss_0: 2.5563321113586426 (2.3580976009368895) | > loss_gen: 2.324045419692993 (2.311336326599121) | > loss_kl: 1.8491442203521729 (2.069160485267639) | > loss_feat: 7.430474758148193 (7.799042224884033) | > loss_mel: 13.987010955810547 (14.0153413772583) | > loss_duration: 1.533368706703186 (1.6443781852722168) | > loss_1: 27.12404441833496 (27.839258193969727) --> EVAL PERFORMANCE | > avg_loader_time: 0.15087461471557617 (-0.0011072158813476562) | > avg_loss_disc: 2.3580976009368895 (+0.09999465942382812) | > avg_loss_disc_real_0: 0.1110836237668991 (-0.0763798326253891) | > avg_loss_disc_real_1: 0.20987003147602082 (+0.0403448909521103) | > avg_loss_disc_real_2: 0.17721214294433593 (-0.09069668352603913) | > avg_loss_disc_real_3: 0.20073823630809784 (-0.01605188548564912) | > avg_loss_disc_real_4: 0.22913923859596252 (+0.01709975004196168) | > avg_loss_disc_real_5: 0.21398548483848573 (-0.013736298680305459) | > avg_loss_0: 2.3580976009368895 (+0.09999465942382812) | > avg_loss_gen: 2.311336326599121 (-0.6514880657196045) | > avg_loss_kl: 2.069160485267639 (+0.014271378517150879) | > avg_loss_feat: 7.799042224884033 (-0.0011670112609865058) | > avg_loss_mel: 14.0153413772583 (-0.32137889862060653) | > avg_loss_duration: 1.6443781852722168 (+0.0036965608596801758) | > avg_loss_1: 27.839258193969727 (-0.9560661315917969)  > EPOCH: 28/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 00:50:48)   --> TIME: 2025-02-20 00:51:01 -- STEP: 15/924 -- GLOBAL_STEP: 71750 | > loss_disc: 2.249006748199463 (2.216600751876831) | > loss_disc_real_0: 0.13722530007362366 (0.09775610615809759) | > loss_disc_real_1: 0.1603798270225525 (0.19176311393578846) | > loss_disc_real_2: 0.18812622129917145 (0.20348893404006957) | > loss_disc_real_3: 0.19262397289276123 (0.20404539306958516) | > loss_disc_real_4: 0.2092626392841339 (0.21642061173915864) | > loss_disc_real_5: 0.26477378606796265 (0.20400006969769796) | > loss_0: 2.249006748199463 (2.216600751876831) | > grad_norm_0: tensor(93.9171, device='cuda:0') (tensor(52.7398, device='cuda:0')) | > loss_gen: 2.9426939487457275 (2.7883719285329183) | > loss_kl: 2.3471548557281494 (2.3047555605570476) | > loss_feat: 8.704340934753418 (8.684498691558838) | > loss_mel: 15.295998573303223 (15.510128021240234) | > loss_duration: 1.6322165727615356 (1.6120305458704631) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.922405242919922 (30.89978485107422) | > grad_norm_1: tensor(564.8131, device='cuda:0') (tensor(923.4775, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.7672 (0.758776044845581) | > loader_time: 0.0164 (0.01184080441792806)  --> TIME: 2025-02-20 00:51:40 -- STEP: 65/924 -- GLOBAL_STEP: 71800 | > loss_disc: 2.2079226970672607 (2.2013415483328003) | > loss_disc_real_0: 0.06638897955417633 (0.09061719935673934) | > loss_disc_real_1: 0.2066422402858734 (0.19249884348649246) | > loss_disc_real_2: 0.22533740103244781 (0.20371220982991733) | > loss_disc_real_3: 0.2003607302904129 (0.20592778004132783) | > loss_disc_real_4: 0.20547515153884888 (0.2155824010188763) | > loss_disc_real_5: 0.16558565199375153 (0.2023769089808831) | > loss_0: 2.2079226970672607 (2.2013415483328003) | > grad_norm_0: tensor(47.6556, device='cuda:0') (tensor(53.8939, device='cuda:0')) | > loss_gen: 2.7345213890075684 (2.8262369522681605) | > loss_kl: 2.3438923358917236 (2.30056345646198) | > loss_feat: 8.514728546142578 (8.833395818563607) | > loss_mel: 16.249357223510742 (15.49327753507174) | > loss_duration: 1.6082879304885864 (1.6264456088726338) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.450788497924805 (31.079919697688176) | > grad_norm_1: tensor(1492.8546, device='cuda:0') (tensor(784.1192, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.8072 (0.7576256458575908) | > loader_time: 0.0112 (0.012225323456984299)  --> TIME: 2025-02-20 00:52:19 -- STEP: 115/924 -- GLOBAL_STEP: 71850 | > loss_disc: 2.2352747917175293 (2.215558694756549) | > loss_disc_real_0: 0.11306066066026688 (0.0954844232486642) | > loss_disc_real_1: 0.19010257720947266 (0.1950951804285464) | > loss_disc_real_2: 0.19278573989868164 (0.20601075395293858) | > loss_disc_real_3: 0.236429825425148 (0.2076328316460485) | > loss_disc_real_4: 0.21794703602790833 (0.21557212135066156) | > loss_disc_real_5: 0.23148715496063232 (0.20348184678865516) | > loss_0: 2.2352747917175293 (2.215558694756549) | > grad_norm_0: tensor(83.9318, device='cuda:0') (tensor(58.1046, device='cuda:0')) | > loss_gen: 2.988698720932007 (2.8168705670729928) | > loss_kl: 2.232905149459839 (2.275109355346016) | > loss_feat: 8.73824691772461 (8.772583667091704) | > loss_mel: 15.399897575378418 (15.464066920073137) | > loss_duration: 1.6794731616973877 (1.6287226531816565) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.039222717285156 (30.95735339289126) | > grad_norm_1: tensor(582.0359, device='cuda:0') (tensor(834.5181, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.707 (0.7558498444764511) | > loader_time: 0.013 (0.012158337883327318)  --> TIME: 2025-02-20 00:52:57 -- STEP: 165/924 -- GLOBAL_STEP: 71900 | > loss_disc: 2.2732415199279785 (2.2236910458767047) | > loss_disc_real_0: 0.17404066026210785 (0.10200148868289861) | > loss_disc_real_1: 0.18161825835704803 (0.19528954435478557) | > loss_disc_real_2: 0.1894899606704712 (0.20495467782020566) | > loss_disc_real_3: 0.2048054188489914 (0.2076881594730146) | > loss_disc_real_4: 0.2018517255783081 (0.21460972067081566) | > loss_disc_real_5: 0.18076345324516296 (0.20371199999794815) | > loss_0: 2.2732415199279785 (2.2236910458767047) | > grad_norm_0: tensor(53.5980, device='cuda:0') (tensor(59.0690, device='cuda:0')) | > loss_gen: 2.715131998062134 (2.792120971101703) | > loss_kl: 2.0944950580596924 (2.270132778630112) | > loss_feat: 8.68635368347168 (8.66137267604019) | > loss_mel: 15.850372314453125 (15.473714354543976) | > loss_duration: 1.620701551437378 (1.6274941321575276) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.96705436706543 (30.82483507792155) | > grad_norm_1: tensor(1313.5591, device='cuda:0') (tensor(883.3273, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.7593 (0.7556335738210964) | > loader_time: 0.0112 (0.012067978309862542)  --> TIME: 2025-02-20 00:53:36 -- STEP: 215/924 -- GLOBAL_STEP: 71950 | > loss_disc: 2.353384256362915 (2.229139359052791) | > loss_disc_real_0: 0.09493475407361984 (0.10627350944072701) | > loss_disc_real_1: 0.1727982461452484 (0.1948374509118324) | > loss_disc_real_2: 0.2021588832139969 (0.20432134485521977) | > loss_disc_real_3: 0.22648337483406067 (0.20764692820781885) | > loss_disc_real_4: 0.2502404749393463 (0.21516896680343983) | > loss_disc_real_5: 0.1892869621515274 (0.20385194503983786) | > loss_0: 2.353384256362915 (2.229139359052791) | > grad_norm_0: tensor(56.7912, device='cuda:0') (tensor(64.0516, device='cuda:0')) | > loss_gen: 2.5086193084716797 (2.7830142242963922) | > loss_kl: 2.232811212539673 (2.262157614286556) | > loss_feat: 7.161579132080078 (8.610344341189364) | > loss_mel: 14.242359161376953 (15.430964163846747) | > loss_duration: 1.6215771436691284 (1.6262645726980163) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.766944885253906 (30.71274508986362) | > grad_norm_1: tensor(589.2897, device='cuda:0') (tensor(950.4957, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.7617 (0.7581014145252315) | > loader_time: 0.0115 (0.012020492553710937)  --> TIME: 2025-02-20 00:54:15 -- STEP: 265/924 -- GLOBAL_STEP: 72000 | > loss_disc: 2.0931124687194824 (2.2300552773025797) | > loss_disc_real_0: 0.09363999962806702 (0.1054834898912682) | > loss_disc_real_1: 0.16517753899097443 (0.194381504913546) | > loss_disc_real_2: 0.21951864659786224 (0.20413474806074824) | > loss_disc_real_3: 0.19655491411685944 (0.20734029350415714) | > loss_disc_real_4: 0.23094509541988373 (0.21525543332099914) | > loss_disc_real_5: 0.2124181091785431 (0.20410096218001167) | > loss_0: 2.0931124687194824 (2.2300552773025797) | > grad_norm_0: tensor(57.7211, device='cuda:0') (tensor(63.2244, device='cuda:0')) | > loss_gen: 2.948883533477783 (2.788507615395312) | > loss_kl: 2.187734365463257 (2.253535238751826) | > loss_feat: 8.590319633483887 (8.616492667288147) | > loss_mel: 15.588175773620605 (15.448689615501548) | > loss_duration: 1.6485648155212402 (1.6277597418371235) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.96367835998535 (30.734985049265735) | > grad_norm_1: tensor(1723.3428, device='cuda:0') (tensor(920.9914, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.7561 (0.7573735129158452) | > loader_time: 0.0105 (0.011900500531466502) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_72000.pth  --> TIME: 2025-02-20 00:54:56 -- STEP: 315/924 -- GLOBAL_STEP: 72050 | > loss_disc: 2.3006808757781982 (2.2222693291921454) | > loss_disc_real_0: 0.15101853013038635 (0.1048433782325851) | > loss_disc_real_1: 0.20428712666034698 (0.19386064831226588) | > loss_disc_real_2: 0.17124883830547333 (0.20327418399235558) | > loss_disc_real_3: 0.20275941491127014 (0.2071661418865598) | > loss_disc_real_4: 0.21961891651153564 (0.21445659876815856) | > loss_disc_real_5: 0.19637934863567352 (0.20333392317332913) | > loss_0: 2.3006808757781982 (2.2222693291921454) | > grad_norm_0: tensor(69.6947, device='cuda:0') (tensor(61.6643, device='cuda:0')) | > loss_gen: 2.614046573638916 (2.7960620872558097) | > loss_kl: 2.332087755203247 (2.248855194591342) | > loss_feat: 8.657577514648438 (8.647521324763218) | > loss_mel: 15.61392593383789 (15.482012464129735) | > loss_duration: 1.6671115159988403 (1.6277282052569924) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.884750366210938 (30.802179457649352) | > grad_norm_1: tensor(211.6417, device='cuda:0') (tensor(926.3781, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.7551 (0.7572491615537615) | > loader_time: 0.0127 (0.011796394227043032)  --> TIME: 2025-02-20 00:55:35 -- STEP: 365/924 -- GLOBAL_STEP: 72100 | > loss_disc: 2.096343755722046 (2.226600891923252) | > loss_disc_real_0: 0.08662008494138718 (0.10801148982080698) | > loss_disc_real_1: 0.18257273733615875 (0.19343829163133278) | > loss_disc_real_2: 0.20512530207633972 (0.20336340816870127) | > loss_disc_real_3: 0.2122044414281845 (0.20719967998870437) | > loss_disc_real_4: 0.22297751903533936 (0.2145401114062087) | > loss_disc_real_5: 0.17629912495613098 (0.2030569293319362) | > loss_0: 2.096343755722046 (2.226600891923252) | > grad_norm_0: tensor(34.1751, device='cuda:0') (tensor(62.2740, device='cuda:0')) | > loss_gen: 3.0435056686401367 (2.788666268570782) | > loss_kl: 2.257216215133667 (2.2498148065723793) | > loss_feat: 9.808917999267578 (8.638514555317087) | > loss_mel: 17.61591339111328 (15.496161790090065) | > loss_duration: 1.6377873420715332 (1.627940681535904) | > amp_scaler: 128.0 (128.0) | > loss_1: 34.36334228515625 (30.801098261794) | > grad_norm_1: tensor(1716.9264, device='cuda:0') (tensor(991.7648, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.7846 (0.7577060000537195) | > loader_time: 0.0107 (0.011711605934247579)  --> TIME: 2025-02-20 00:56:13 -- STEP: 415/924 -- GLOBAL_STEP: 72150 | > loss_disc: 2.264435291290283 (2.234230922790897) | > loss_disc_real_0: 0.1252167671918869 (0.11202106808862057) | > loss_disc_real_1: 0.19383984804153442 (0.1931724919612149) | > loss_disc_real_2: 0.20178896188735962 (0.20364076211509935) | > loss_disc_real_3: 0.19619330763816833 (0.207230176157262) | > loss_disc_real_4: 0.20057612657546997 (0.2144469652190266) | > loss_disc_real_5: 0.17382343113422394 (0.20321583564741064) | > loss_0: 2.264435291290283 (2.234230922790897) | > grad_norm_0: tensor(33.7604, device='cuda:0') (tensor(64.4314, device='cuda:0')) | > loss_gen: 2.535797357559204 (2.7837714310151984) | > loss_kl: 2.2609660625457764 (2.246853666420442) | > loss_feat: 7.821353912353516 (8.631753368837293) | > loss_mel: 14.783085823059082 (15.515452879020966) | > loss_duration: 1.6252069473266602 (1.627919547529106) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.026409149169922 (30.805751037597656) | > grad_norm_1: tensor(1440.5674, device='cuda:0') (tensor(987.7043, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.7806 (0.7581847001271077) | > loader_time: 0.0111 (0.01165482969169157)  --> TIME: 2025-02-20 00:56:53 -- STEP: 465/924 -- GLOBAL_STEP: 72200 | > loss_disc: 2.2226779460906982 (2.2333754513853363) | > loss_disc_real_0: 0.1180286630988121 (0.11269580595275411) | > loss_disc_real_1: 0.16040512919425964 (0.1932170014548045) | > loss_disc_real_2: 0.17200897634029388 (0.2034152356527185) | > loss_disc_real_3: 0.19738514721393585 (0.20671210346683383) | > loss_disc_real_4: 0.23176127672195435 (0.21461130960654187) | > loss_disc_real_5: 0.2221355438232422 (0.2028998804348771) | > loss_0: 2.2226779460906982 (2.2333754513853363) | > grad_norm_0: tensor(44.4529, device='cuda:0') (tensor(63.8419, device='cuda:0')) | > loss_gen: 2.727975368499756 (2.7798537064624087) | > loss_kl: 2.376981735229492 (2.2490481822721407) | > loss_feat: 8.1657075881958 (8.62754357758389) | > loss_mel: 15.166254043579102 (15.536958257613643) | > loss_duration: 1.6377537250518799 (1.6278218448802992) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.07467269897461 (30.82122568930349) | > grad_norm_1: tensor(1093.9236, device='cuda:0') (tensor(1012.8070, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.7547 (0.7594371667472266) | > loader_time: 0.0105 (0.011570440312867523)  --> TIME: 2025-02-20 00:57:31 -- STEP: 515/924 -- GLOBAL_STEP: 72250 | > loss_disc: 2.202399730682373 (2.2346394432401215) | > loss_disc_real_0: 0.07715550065040588 (0.11372108201957447) | > loss_disc_real_1: 0.23422007262706757 (0.1928968301386509) | > loss_disc_real_2: 0.2205679565668106 (0.20346200862555827) | > loss_disc_real_3: 0.23851634562015533 (0.20669672107233586) | > loss_disc_real_4: 0.22333063185214996 (0.2145600681166047) | > loss_disc_real_5: 0.2116575688123703 (0.2030255213235188) | > loss_0: 2.202399730682373 (2.2346394432401215) | > grad_norm_0: tensor(12.1493, device='cuda:0') (tensor(65.0724, device='cuda:0')) | > loss_gen: 2.9243955612182617 (2.7792729789770925) | > loss_kl: 2.148589849472046 (2.246654613041182) | > loss_feat: 8.33527660369873 (8.622127935724354) | > loss_mel: 15.449712753295898 (15.552134810142146) | > loss_duration: 1.6238664388656616 (1.627629568738845) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.481842041015625 (30.827820016805408) | > grad_norm_1: tensor(423.8380, device='cuda:0') (tensor(1018.1903, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.7729 (0.7594014903874075) | > loader_time: 0.0158 (0.01156763150854018)  --> TIME: 2025-02-20 00:58:10 -- STEP: 565/924 -- GLOBAL_STEP: 72300 | > loss_disc: 2.1767895221710205 (2.235752006125664) | > loss_disc_real_0: 0.08644230663776398 (0.11356675564847164) | > loss_disc_real_1: 0.1872280389070511 (0.19302833950625056) | > loss_disc_real_2: 0.2453012317419052 (0.20332059633415359) | > loss_disc_real_3: 0.1880081295967102 (0.20689934405077876) | > loss_disc_real_4: 0.22483526170253754 (0.21462209907780708) | > loss_disc_real_5: 0.18617188930511475 (0.203357203555318) | > loss_0: 2.1767895221710205 (2.235752006125664) | > grad_norm_0: tensor(63.6267, device='cuda:0') (tensor(64.6196, device='cuda:0')) | > loss_gen: 2.6434786319732666 (2.7764604982021637) | > loss_kl: 2.113940715789795 (2.242384834627133) | > loss_feat: 8.649527549743652 (8.615931616420246) | > loss_mel: 15.813404083251953 (15.541771335095431) | > loss_duration: 1.6222503185272217 (1.6275593390506982) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.842599868774414 (30.804107720029037) | > grad_norm_1: tensor(1703.0636, device='cuda:0') (tensor(1013.4410, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.7469 (0.7593429810177963) | > loader_time: 0.011 (0.011550435344729803)  --> TIME: 2025-02-20 00:58:49 -- STEP: 615/924 -- GLOBAL_STEP: 72350 | > loss_disc: 2.301292896270752 (2.2367190725435115) | > loss_disc_real_0: 0.15448449552059174 (0.11394975123003248) | > loss_disc_real_1: 0.19722186028957367 (0.19328274060555595) | > loss_disc_real_2: 0.19931595027446747 (0.20344926584057696) | > loss_disc_real_3: 0.2173401564359665 (0.20693523336232197) | > loss_disc_real_4: 0.2574863135814667 (0.21450096618353837) | > loss_disc_real_5: 0.20650577545166016 (0.20344856422606514) | > loss_0: 2.301292896270752 (2.2367190725435115) | > grad_norm_0: tensor(98.5331, device='cuda:0') (tensor(65.4643, device='cuda:0')) | > loss_gen: 2.6104824542999268 (2.776427050334649) | > loss_kl: 2.384733200073242 (2.2433971907065153) | > loss_feat: 8.21822738647461 (8.608186978440955) | > loss_mel: 14.166665077209473 (15.53337002575882) | > loss_duration: 1.6310765743255615 (1.6271244142113659) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.011186599731445 (30.788505740282012) | > grad_norm_1: tensor(1422.2213, device='cuda:0') (tensor(1011.1947, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.7407 (0.7593963975828832) | > loader_time: 0.0103 (0.01152685870969199)  --> TIME: 2025-02-20 00:59:28 -- STEP: 665/924 -- GLOBAL_STEP: 72400 | > loss_disc: 2.112635374069214 (2.2358827985319008) | > loss_disc_real_0: 0.09531509131193161 (0.1139754212328366) | > loss_disc_real_1: 0.15227940678596497 (0.1928910304281047) | > loss_disc_real_2: 0.18730133771896362 (0.20329906501268094) | > loss_disc_real_3: 0.17691798508167267 (0.20668965159054092) | > loss_disc_real_4: 0.165946826338768 (0.21443977766019062) | > loss_disc_real_5: 0.19950857758522034 (0.2033318369012129) | > loss_0: 2.112635374069214 (2.2358827985319008) | > grad_norm_0: tensor(33.6969, device='cuda:0') (tensor(65.5447, device='cuda:0')) | > loss_gen: 2.9392666816711426 (2.7743869731300723) | > loss_kl: 2.60703444480896 (2.2458328395857827) | > loss_feat: 9.32761001586914 (8.605128059530626) | > loss_mel: 17.079219818115234 (15.525945570235862) | > loss_duration: 1.5893735885620117 (1.6270023139795855) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.542503356933594 (30.778295809523502) | > grad_norm_1: tensor(1592.4471, device='cuda:0') (tensor(1030.6028, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.7705 (0.7595151825955033) | > loader_time: 0.0116 (0.01152531186440834)  --> TIME: 2025-02-20 01:00:07 -- STEP: 715/924 -- GLOBAL_STEP: 72450 | > loss_disc: 2.445047616958618 (2.237254937378678) | > loss_disc_real_0: 0.06905816495418549 (0.11433831551275055) | > loss_disc_real_1: 0.17154358327388763 (0.19290409998877053) | > loss_disc_real_2: 0.2398613691329956 (0.20349922599075565) | > loss_disc_real_3: 0.2235908806324005 (0.20688409473929376) | > loss_disc_real_4: 0.24840329587459564 (0.2144732971291442) | > loss_disc_real_5: 0.2585330903530121 (0.20359438518127354) | > loss_0: 2.445047616958618 (2.237254937378678) | > grad_norm_0: tensor(109.7616, device='cuda:0') (tensor(66.1877, device='cuda:0')) | > loss_gen: 2.525999069213867 (2.774002533692577) | > loss_kl: 2.3161497116088867 (2.247639229414343) | > loss_feat: 8.158102989196777 (8.606006140808967) | > loss_mel: 16.336734771728516 (15.520956295520275) | > loss_duration: 1.6436456441879272 (1.6269705907448182) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.980632781982422 (30.775574840198864) | > grad_norm_1: tensor(870.4525, device='cuda:0') (tensor(1042.3534, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.7583 (0.7595972824763578) | > loader_time: 0.0109 (0.011508865289754805)  --> TIME: 2025-02-20 01:00:46 -- STEP: 765/924 -- GLOBAL_STEP: 72500 | > loss_disc: 2.2620725631713867 (2.234985576268117) | > loss_disc_real_0: 0.15011993050575256 (0.11334890694984426) | > loss_disc_real_1: 0.18254002928733826 (0.19288116130563937) | > loss_disc_real_2: 0.20184879004955292 (0.2032337812232037) | > loss_disc_real_3: 0.19662995636463165 (0.2070670947724698) | > loss_disc_real_4: 0.1833987534046173 (0.2143962906077017) | > loss_disc_real_5: 0.20492488145828247 (0.2031962264791812) | > loss_0: 2.2620725631713867 (2.234985576268117) | > grad_norm_0: tensor(88.2662, device='cuda:0') (tensor(66.4381, device='cuda:0')) | > loss_gen: 2.628443956375122 (2.777107513652126) | > loss_kl: 2.2245395183563232 (2.2491127448923423) | > loss_feat: 7.437014579772949 (8.61586249357735) | > loss_mel: 13.871570587158203 (15.529200315787122) | > loss_duration: 1.6640123128890991 (1.6270083707921639) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.82558250427246 (30.798291474385977) | > grad_norm_1: tensor(1120.1018, device='cuda:0') (tensor(1041.7333, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.7586 (0.7601262803171189) | > loader_time: 0.0108 (0.011491721284155756)  --> TIME: 2025-02-20 01:01:25 -- STEP: 815/924 -- GLOBAL_STEP: 72550 | > loss_disc: 2.1573638916015625 (2.233161657573255) | > loss_disc_real_0: 0.1728815883398056 (0.112831254870248) | > loss_disc_real_1: 0.22908726334571838 (0.19294818844531933) | > loss_disc_real_2: 0.2008817195892334 (0.2033019496985009) | > loss_disc_real_3: 0.21206268668174744 (0.2069512320990943) | > loss_disc_real_4: 0.22617937624454498 (0.21422954816028383) | > loss_disc_real_5: 0.19285035133361816 (0.20312431957458418) | > loss_0: 2.1573638916015625 (2.233161657573255) | > grad_norm_0: tensor(53.0760, device='cuda:0') (tensor(66.4771, device='cuda:0')) | > loss_gen: 3.1576120853424072 (2.7812737859831245) | > loss_kl: 2.288818120956421 (2.2474963229126703) | > loss_feat: 9.08065414428711 (8.625898838043224) | > loss_mel: 16.602752685546875 (15.533896968116059) | > loss_duration: 1.6426126956939697 (1.6267978529257272) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.7724494934082 (30.815363807912252) | > grad_norm_1: tensor(629.5462, device='cuda:0') (tensor(1028.7732, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.7841 (0.7602192773409411) | > loader_time: 0.0143 (0.01147248935114387)  --> TIME: 2025-02-20 01:02:04 -- STEP: 865/924 -- GLOBAL_STEP: 72600 | > loss_disc: 2.4008195400238037 (2.2308776997417388) | > loss_disc_real_0: 0.09910096228122711 (0.11155408819803614) | > loss_disc_real_1: 0.23447579145431519 (0.19284484829172224) | > loss_disc_real_2: 0.20893368124961853 (0.20362401596039023) | > loss_disc_real_3: 0.23771674931049347 (0.20695156206974408) | > loss_disc_real_4: 0.21604837477207184 (0.21421833958239914) | > loss_disc_real_5: 0.23051105439662933 (0.20292923276479527) | > loss_0: 2.4008195400238037 (2.2308776997417388) | > grad_norm_0: tensor(38.3314, device='cuda:0') (tensor(65.8027, device='cuda:0')) | > loss_gen: 2.4209516048431396 (2.784206105932333) | > loss_kl: 2.413475275039673 (2.2491527609742423) | > loss_feat: 6.979738712310791 (8.634879280376992) | > loss_mel: 13.282431602478027 (15.529201492133168) | > loss_duration: 1.595658779144287 (1.626657172848034) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.692256927490234 (30.824096856089685) | > grad_norm_1: tensor(428.1305, device='cuda:0') (tensor(1020.5143, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.8114 (0.7604635158715215) | > loader_time: 0.0135 (0.011496337989851233)  --> TIME: 2025-02-20 01:02:42 -- STEP: 915/924 -- GLOBAL_STEP: 72650 | > loss_disc: 2.12943696975708 (2.2287467535727665) | > loss_disc_real_0: 0.08504621684551239 (0.1109624269352259) | > loss_disc_real_1: 0.20398284494876862 (0.19273280175657212) | > loss_disc_real_2: 0.1737005114555359 (0.20360981558190025) | > loss_disc_real_3: 0.21656480431556702 (0.2069241080290633) | > loss_disc_real_4: 0.2165612429380417 (0.21420836810205804) | > loss_disc_real_5: 0.23417729139328003 (0.20293843855297625) | > loss_0: 2.12943696975708 (2.2287467535727665) | > grad_norm_0: tensor(82.5598, device='cuda:0') (tensor(65.6270, device='cuda:0')) | > loss_gen: 2.7889716625213623 (2.7867045118509073) | > loss_kl: 2.0999677181243896 (2.2496901415736286) | > loss_feat: 9.417137145996094 (8.642177676633423) | > loss_mel: 16.120691299438477 (15.527834507676422) | > loss_duration: 1.5715590715408325 (1.6261407349279013) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.998327255249023 (30.832547630768655) | > grad_norm_1: tensor(1925.5006, device='cuda:0') (tensor(1027.7126, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.7209 (0.7602054773132653) | > loader_time: 0.0096 (0.011475786355023831)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3448894023895264 (2.3448894023895264) | > loss_disc_real_0: 0.10238049924373627 (0.10238049924373627) | > loss_disc_real_1: 0.2343955636024475 (0.2343955636024475) | > loss_disc_real_2: 0.2277369648218155 (0.2277369648218155) | > loss_disc_real_3: 0.2006043791770935 (0.2006043791770935) | > loss_disc_real_4: 0.1789988875389099 (0.1789988875389099) | > loss_disc_real_5: 0.21432508528232574 (0.21432508528232574) | > loss_0: 2.3448894023895264 (2.3448894023895264) | > loss_gen: 2.3732802867889404 (2.3732802867889404) | > loss_kl: 1.9864752292633057 (1.9864752292633057) | > loss_feat: 7.179342269897461 (7.179342269897461) | > loss_mel: 13.078319549560547 (13.078319549560547) | > loss_duration: 1.6879773139953613 (1.6879773139953613) | > loss_1: 26.30539321899414 (26.30539321899414)  --> STEP: 1 | > loss_disc: 2.2621092796325684 (2.2621092796325684) | > loss_disc_real_0: 0.07803060859441757 (0.07803060859441757) | > loss_disc_real_1: 0.2302451878786087 (0.2302451878786087) | > loss_disc_real_2: 0.2248072326183319 (0.2248072326183319) | > loss_disc_real_3: 0.22888530790805817 (0.22888530790805817) | > loss_disc_real_4: 0.20792651176452637 (0.20792651176452637) | > loss_disc_real_5: 0.2101263701915741 (0.2101263701915741) | > loss_0: 2.2621092796325684 (2.2621092796325684) | > loss_gen: 2.5123190879821777 (2.5123190879821777) | > loss_kl: 2.0878710746765137 (2.0878710746765137) | > loss_feat: 8.162578582763672 (8.162578582763672) | > loss_mel: 15.792594909667969 (15.792594909667969) | > loss_duration: 1.6887688636779785 (1.6887688636779785) | > loss_1: 30.24413299560547 (30.24413299560547)  --> STEP: 2 | > loss_disc: 2.4437737464904785 (2.3529415130615234) | > loss_disc_real_0: 0.0790630355477333 (0.07854682207107544) | > loss_disc_real_1: 0.24136583507061005 (0.23580551147460938) | > loss_disc_real_2: 0.23870055377483368 (0.2317538931965828) | > loss_disc_real_3: 0.22660361230373383 (0.227744460105896) | > loss_disc_real_4: 0.2063884735107422 (0.20715749263763428) | > loss_disc_real_5: 0.2693771421909332 (0.23975175619125366) | > loss_0: 2.4437737464904785 (2.3529415130615234) | > loss_gen: 2.4564099311828613 (2.4843645095825195) | > loss_kl: 2.0249063968658447 (2.056388735771179) | > loss_feat: 8.2276029586792 (8.195090770721436) | > loss_mel: 15.728691101074219 (15.760643005371094) | > loss_duration: 1.583862066268921 (1.6363154649734497) | > loss_1: 30.021472930908203 (30.132802963256836)  --> STEP: 3 | > loss_disc: 2.427751302719116 (2.377878109614054) | > loss_disc_real_0: 0.08345089852809906 (0.08018151422341664) | > loss_disc_real_1: 0.23681165277957916 (0.2361408919095993) | > loss_disc_real_2: 0.2323237508535385 (0.23194384574890137) | > loss_disc_real_3: 0.2599629759788513 (0.2384839653968811) | > loss_disc_real_4: 0.19003087282180786 (0.20144861936569214) | > loss_disc_real_5: 0.28259724378585815 (0.25403358538945514) | > loss_0: 2.427751302719116 (2.377878109614054) | > loss_gen: 2.463376760482788 (2.4773685932159424) | > loss_kl: 2.1112499237060547 (2.0746757984161377) | > loss_feat: 7.712023735046387 (8.03406842549642) | > loss_mel: 14.916924476623535 (15.479403495788574) | > loss_duration: 1.652379035949707 (1.6416699886322021) | > loss_1: 28.855953216552734 (29.707186381022137)  --> STEP: 4 | > loss_disc: 2.3301010131835938 (2.365933835506439) | > loss_disc_real_0: 0.08673492819070816 (0.08181986771523952) | > loss_disc_real_1: 0.24486008286476135 (0.23832068964838982) | > loss_disc_real_2: 0.2226094901561737 (0.22961025685071945) | > loss_disc_real_3: 0.225275456905365 (0.23518183827400208) | > loss_disc_real_4: 0.212777778506279 (0.20428090915083885) | > loss_disc_real_5: 0.2002553939819336 (0.24058903753757477) | > loss_0: 2.3301010131835938 (2.365933835506439) | > loss_gen: 2.4546093940734863 (2.4716787934303284) | > loss_kl: 2.0340678691864014 (2.0645238161087036) | > loss_feat: 7.649868965148926 (7.938018560409546) | > loss_mel: 15.011458396911621 (15.362417221069336) | > loss_duration: 1.764217734336853 (1.6723069250583649) | > loss_1: 28.914222717285156 (29.50894546508789)  --> STEP: 5 | > loss_disc: 1.9548977613449097 (2.283726620674133) | > loss_disc_real_0: 0.09024979174137115 (0.08350585252046586) | > loss_disc_real_1: 0.2103206366300583 (0.23272067904472352) | > loss_disc_real_2: 0.24493592977523804 (0.23267539143562316) | > loss_disc_real_3: 0.22643493115901947 (0.23343245685100555) | > loss_disc_real_4: 0.13422420620918274 (0.19026956856250762) | > loss_disc_real_5: 0.22572238743305206 (0.23761570751667022) | > loss_0: 1.9548977613449097 (2.283726620674133) | > loss_gen: 3.144500970840454 (2.6062432289123536) | > loss_kl: 2.4245259761810303 (2.1365242481231688) | > loss_feat: 10.120858192443848 (8.374586486816407) | > loss_mel: 17.03509521484375 (15.696952819824219) | > loss_duration: 1.5478602647781372 (1.6474175930023194) | > loss_1: 34.2728385925293 (30.461724090576173) --> EVAL PERFORMANCE | > avg_loader_time: 0.1609562397003174 (+0.010081624984741216) | > avg_loss_disc: 2.283726620674133 (-0.07437098026275635) | > avg_loss_disc_real_0: 0.08350585252046586 (-0.02757777124643325) | > avg_loss_disc_real_1: 0.23272067904472352 (+0.022850647568702698) | > avg_loss_disc_real_2: 0.23267539143562316 (+0.055463248491287226) | > avg_loss_disc_real_3: 0.23343245685100555 (+0.032694220542907715) | > avg_loss_disc_real_4: 0.19026956856250762 (-0.0388696700334549) | > avg_loss_disc_real_5: 0.23761570751667022 (+0.023630222678184487) | > avg_loss_0: 2.283726620674133 (-0.07437098026275635) | > avg_loss_gen: 2.6062432289123536 (+0.2949069023132327) | > avg_loss_kl: 2.1365242481231688 (+0.0673637628555297) | > avg_loss_feat: 8.374586486816407 (+0.5755442619323734) | > avg_loss_mel: 15.696952819824219 (+1.6816114425659183) | > avg_loss_duration: 1.6474175930023194 (+0.0030394077301025835) | > avg_loss_1: 30.461724090576173 (+2.622465896606446)  > EPOCH: 29/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 01:02:57)   --> TIME: 2025-02-20 01:03:31 -- STEP: 41/924 -- GLOBAL_STEP: 72700 | > loss_disc: 2.3191072940826416 (2.1884161001298486) | > loss_disc_real_0: 0.12069957703351974 (0.09327200954643691) | > loss_disc_real_1: 0.24728190898895264 (0.19491271420222958) | > loss_disc_real_2: 0.22755463421344757 (0.20117657722496404) | > loss_disc_real_3: 0.18836204707622528 (0.20917645060434575) | > loss_disc_real_4: 0.24347183108329773 (0.2113763573693066) | > loss_disc_real_5: 0.24764004349708557 (0.20089239754327914) | > loss_0: 2.3191072940826416 (2.1884161001298486) | > grad_norm_0: tensor(47.9360, device='cuda:0') (tensor(63.3312, device='cuda:0')) | > loss_gen: 2.9198594093322754 (2.84320195128278) | > loss_kl: 2.093904495239258 (2.2435272147015834) | > loss_feat: 7.805083274841309 (8.766816011289269) | > loss_mel: 13.850356101989746 (15.460066330142137) | > loss_duration: 1.6284794807434082 (1.625632940269098) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.29768180847168 (30.939244619229946) | > grad_norm_1: tensor(332.8209, device='cuda:0') (tensor(829.0881, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.7606 (0.7572411385978142) | > loader_time: 0.0105 (0.011220699403344131)  --> TIME: 2025-02-20 01:04:10 -- STEP: 91/924 -- GLOBAL_STEP: 72750 | > loss_disc: 2.2051665782928467 (2.20528945818052) | > loss_disc_real_0: 0.06999707221984863 (0.09716043609020474) | > loss_disc_real_1: 0.22059521079063416 (0.19418816448567988) | > loss_disc_real_2: 0.24857977032661438 (0.20530123992280647) | > loss_disc_real_3: 0.20759737491607666 (0.20698525584661043) | > loss_disc_real_4: 0.24944686889648438 (0.21302115032961078) | > loss_disc_real_5: 0.2142956703901291 (0.2022420298922193) | > loss_0: 2.2051665782928467 (2.20528945818052) | > grad_norm_0: tensor(14.0035, device='cuda:0') (tensor(56.6588, device='cuda:0')) | > loss_gen: 2.9379968643188477 (2.824716735672165) | > loss_kl: 2.4078755378723145 (2.248652610150012) | > loss_feat: 8.292670249938965 (8.740318434579033) | > loss_mel: 14.886696815490723 (15.532065527779716) | > loss_duration: 1.6092488765716553 (1.626355765940069) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.13448715209961 (30.972109218220133) | > grad_norm_1: tensor(459.8226, device='cuda:0') (tensor(897.0259, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.7393 (0.7654819226526952) | > loader_time: 0.0095 (0.011532191391829604)  --> TIME: 2025-02-20 01:04:49 -- STEP: 141/924 -- GLOBAL_STEP: 72800 | > loss_disc: 2.336118221282959 (2.2166323213712533) | > loss_disc_real_0: 0.09277138859033585 (0.10119150800907865) | > loss_disc_real_1: 0.19256547093391418 (0.19480547467444806) | > loss_disc_real_2: 0.21577398478984833 (0.20439575062998644) | > loss_disc_real_3: 0.2401191145181656 (0.20696267982323968) | > loss_disc_real_4: 0.20477521419525146 (0.2141095496027182) | > loss_disc_real_5: 0.19385173916816711 (0.20143511109318293) | > loss_0: 2.336118221282959 (2.2166323213712533) | > grad_norm_0: tensor(28.5200, device='cuda:0') (tensor(59.8322, device='cuda:0')) | > loss_gen: 2.4135124683380127 (2.814454875093825) | > loss_kl: 2.2163209915161133 (2.246794443603949) | > loss_feat: 7.788993835449219 (8.734954590493059) | > loss_mel: 14.746567726135254 (15.652915183534013) | > loss_duration: 1.614248514175415 (1.627035619519281) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.779644012451172 (31.076154884717145) | > grad_norm_1: tensor(890.3994, device='cuda:0') (tensor(906.2667, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.7693 (0.7625115983029629) | > loader_time: 0.0106 (0.011393120948304521)  --> TIME: 2025-02-20 01:05:28 -- STEP: 191/924 -- GLOBAL_STEP: 72850 | > loss_disc: 2.2449941635131836 (2.22237761170452) | > loss_disc_real_0: 0.15897619724273682 (0.10573497759812166) | > loss_disc_real_1: 0.23263952136039734 (0.19470446825963664) | > loss_disc_real_2: 0.20564588904380798 (0.20369718017066338) | > loss_disc_real_3: 0.19842828810214996 (0.20765204875881135) | > loss_disc_real_4: 0.2290389984846115 (0.2139605006778427) | > loss_disc_real_5: 0.19423390924930573 (0.20206476248683727) | > loss_0: 2.2449941635131836 (2.22237761170452) | > grad_norm_0: tensor(43.0084, device='cuda:0') (tensor(62.8104, device='cuda:0')) | > loss_gen: 2.79534649848938 (2.8018049706963333) | > loss_kl: 2.3152220249176025 (2.250950260312147) | > loss_feat: 8.399681091308594 (8.686137761121016) | > loss_mel: 14.553391456604004 (15.581769184292298) | > loss_duration: 1.5887798070907593 (1.6236235508744001) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.652421951293945 (30.94428585711574) | > grad_norm_1: tensor(980.8797, device='cuda:0') (tensor(1004.0441, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.7694 (0.7611257767802133) | > loader_time: 0.0114 (0.011295734275698036)  --> TIME: 2025-02-20 01:06:06 -- STEP: 241/924 -- GLOBAL_STEP: 72900 | > loss_disc: 2.16091251373291 (2.2158242439333335) | > loss_disc_real_0: 0.08381497859954834 (0.10311140555934788) | > loss_disc_real_1: 0.19397380948066711 (0.19441328101880323) | > loss_disc_real_2: 0.21526315808296204 (0.20323916657584337) | > loss_disc_real_3: 0.2165134698152542 (0.20731857456112304) | > loss_disc_real_4: 0.23965728282928467 (0.21379233909098436) | > loss_disc_real_5: 0.1771002560853958 (0.20233690169836968) | > loss_0: 2.16091251373291 (2.2158242439333335) | > grad_norm_0: tensor(32.9069, device='cuda:0') (tensor(64.5703, device='cuda:0')) | > loss_gen: 2.872816801071167 (2.8138028912524455) | > loss_kl: 2.1047379970550537 (2.2591473304384495) | > loss_feat: 9.376042366027832 (8.736587587728536) | > loss_mel: 15.741459846496582 (15.60174767506073) | > loss_duration: 1.616315245628357 (1.6251094900226195) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.71137237548828 (31.036395076894166) | > grad_norm_1: tensor(1040.9724, device='cuda:0') (tensor(972.8760, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.7912 (0.7610072248704206) | > loader_time: 0.0114 (0.01126576360330542)  --> TIME: 2025-02-20 01:06:45 -- STEP: 291/924 -- GLOBAL_STEP: 72950 | > loss_disc: 2.203792095184326 (2.2145982140937615) | > loss_disc_real_0: 0.06996368616819382 (0.10272311739290702) | > loss_disc_real_1: 0.20286019146442413 (0.19459361262952335) | > loss_disc_real_2: 0.18622635304927826 (0.20367194461248994) | > loss_disc_real_3: 0.2206948697566986 (0.20678378436778422) | > loss_disc_real_4: 0.21563194692134857 (0.21378486012060618) | > loss_disc_real_5: 0.167228564620018 (0.2022759841684623) | > loss_0: 2.203792095184326 (2.2145982140937615) | > grad_norm_0: tensor(33.3558, device='cuda:0') (tensor(63.4402, device='cuda:0')) | > loss_gen: 2.7808923721313477 (2.811763842081286) | > loss_kl: 1.9257495403289795 (2.25573448012375) | > loss_feat: 8.095537185668945 (8.738929532237885) | > loss_mel: 14.823415756225586 (15.600924478773399) | > loss_duration: 1.6575335264205933 (1.6254595960538412) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.28312873840332 (31.032812000549946) | > grad_norm_1: tensor(921.3961, device='cuda:0') (tensor(979.3141, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.7538 (0.760065929176881) | > loader_time: 0.0105 (0.011195650625065022)  --> TIME: 2025-02-20 01:07:24 -- STEP: 341/924 -- GLOBAL_STEP: 73000 | > loss_disc: 2.088245391845703 (2.2127948422585764) | > loss_disc_real_0: 0.07265964150428772 (0.10092614140481716) | > loss_disc_real_1: 0.19377672672271729 (0.1944533831650211) | > loss_disc_real_2: 0.20905229449272156 (0.20391482573625283) | > loss_disc_real_3: 0.17040827870368958 (0.20650717493725662) | > loss_disc_real_4: 0.20418383181095123 (0.2136158236572819) | > loss_disc_real_5: 0.19568075239658356 (0.20261587399191863) | > loss_0: 2.088245391845703 (2.2127948422585764) | > grad_norm_0: tensor(21.0252, device='cuda:0') (tensor(62.5082, device='cuda:0')) | > loss_gen: 2.78613543510437 (2.815001728947212) | > loss_kl: 2.3552160263061523 (2.251881050224529) | > loss_feat: 8.971939086914062 (8.74348005171745) | > loss_mel: 15.811144828796387 (15.605992828995602) | > loss_duration: 1.5919129848480225 (1.6254386751532903) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.516347885131836 (31.041794427329144) | > grad_norm_1: tensor(521.2845, device='cuda:0') (tensor(944.1537, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.7778 (0.7611640038028838) | > loader_time: 0.0106 (0.01126687477760651) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_73000.pth  --> TIME: 2025-02-20 01:08:06 -- STEP: 391/924 -- GLOBAL_STEP: 73050 | > loss_disc: 2.122736692428589 (2.213378777284452) | > loss_disc_real_0: 0.07322432845830917 (0.10188123730042248) | > loss_disc_real_1: 0.17703962326049805 (0.19393761879038018) | > loss_disc_real_2: 0.18217456340789795 (0.20368027092550725) | > loss_disc_real_3: 0.16519778966903687 (0.20619515853617199) | > loss_disc_real_4: 0.20418494939804077 (0.21360822456419618) | > loss_disc_real_5: 0.18935935199260712 (0.20264836334054115) | > loss_0: 2.122736692428589 (2.213378777284452) | > grad_norm_0: tensor(30.2132, device='cuda:0') (tensor(61.6213, device='cuda:0')) | > loss_gen: 2.896467685699463 (2.8116745948791504) | > loss_kl: 2.329362154006958 (2.2509199435753624) | > loss_feat: 9.589883804321289 (8.74333257504436) | > loss_mel: 16.51930809020996 (15.60104974517432) | > loss_duration: 1.6333484649658203 (1.626121870392119) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.96836853027344 (31.033098811078865) | > grad_norm_1: tensor(1563.9957, device='cuda:0') (tensor(948.4179, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.7531 (0.7615573089141063) | > loader_time: 0.0104 (0.011313367072883471)  --> TIME: 2025-02-20 01:08:45 -- STEP: 441/924 -- GLOBAL_STEP: 73100 | > loss_disc: 2.1414215564727783 (2.216131030837423) | > loss_disc_real_0: 0.1040571853518486 (0.10148440153166954) | > loss_disc_real_1: 0.21532279253005981 (0.19399991469318364) | > loss_disc_real_2: 0.2061140090227127 (0.20421906711022603) | > loss_disc_real_3: 0.19989362359046936 (0.20636973778406778) | > loss_disc_real_4: 0.1842040866613388 (0.2138101231146291) | > loss_disc_real_5: 0.16191230714321136 (0.20288687265243655) | > loss_0: 2.1414215564727783 (2.216131030837423) | > grad_norm_0: tensor(39.7871, device='cuda:0') (tensor(61.8346, device='cuda:0')) | > loss_gen: 2.7168757915496826 (2.8106205890508464) | > loss_kl: 2.075226068496704 (2.248376764678093) | > loss_feat: 8.492720603942871 (8.727214161230592) | > loss_mel: 15.232458114624023 (15.593031528585351) | > loss_duration: 1.6386322975158691 (1.6261777383129612) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.15591049194336 (31.005420857816596) | > grad_norm_1: tensor(1598.7723, device='cuda:0') (tensor(935.4084, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.7281 (0.7617411548588551) | > loader_time: 0.0098 (0.011277512357889121)  --> TIME: 2025-02-20 01:09:24 -- STEP: 491/924 -- GLOBAL_STEP: 73150 | > loss_disc: 2.397123098373413 (2.221635660183163) | > loss_disc_real_0: 0.2923367917537689 (0.1040006382485696) | > loss_disc_real_1: 0.2041471153497696 (0.1941603200316672) | > loss_disc_real_2: 0.21975089609622955 (0.20417046222206048) | > loss_disc_real_3: 0.20543506741523743 (0.20684496333060098) | > loss_disc_real_4: 0.21004563570022583 (0.21410050238586975) | > loss_disc_real_5: 0.2744993269443512 (0.20312548208746545) | > loss_0: 2.397123098373413 (2.221635660183163) | > grad_norm_0: tensor(113.8090, device='cuda:0') (tensor(62.3512, device='cuda:0')) | > loss_gen: 2.874537229537964 (2.803864817026919) | > loss_kl: 2.3316404819488525 (2.2467097481010914) | > loss_feat: 7.75130033493042 (8.70689653330568) | > loss_mel: 15.046806335449219 (15.61230791367727) | > loss_duration: 1.6307041645050049 (1.6260642949529676) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.63498878479004 (30.99584335125148) | > grad_norm_1: tensor(651.2117, device='cuda:0') (tensor(955.2819, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.7971 (0.7622122604346808) | > loader_time: 0.0115 (0.011271227644320177)  --> TIME: 2025-02-20 01:10:03 -- STEP: 541/924 -- GLOBAL_STEP: 73200 | > loss_disc: 2.0780086517333984 (2.2239806171706333) | > loss_disc_real_0: 0.0850154310464859 (0.10529800272045754) | > loss_disc_real_1: 0.16096195578575134 (0.19403900060107218) | > loss_disc_real_2: 0.20642277598381042 (0.2042738791424334) | > loss_disc_real_3: 0.17412979900836945 (0.20673809336866777) | > loss_disc_real_4: 0.26247715950012207 (0.2141568505940287) | > loss_disc_real_5: 0.17343582212924957 (0.20287733986395337) | > loss_0: 2.0780086517333984 (2.2239806171706333) | > grad_norm_0: tensor(39.1567, device='cuda:0') (tensor(62.3177, device='cuda:0')) | > loss_gen: 2.931079864501953 (2.7987651437135366) | > loss_kl: 2.2251150608062744 (2.2480862193539513) | > loss_feat: 9.218133926391602 (8.702342199089344) | > loss_mel: 15.764800071716309 (15.622553007439633) | > loss_duration: 1.6554129123687744 (1.6264120629005643) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.79454231262207 (30.99815867524491) | > grad_norm_1: tensor(1282.9421, device='cuda:0') (tensor(979.4825, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.7749 (0.7622775352816483) | > loader_time: 0.0112 (0.011288469247588834)  --> TIME: 2025-02-20 01:10:42 -- STEP: 591/924 -- GLOBAL_STEP: 73250 | > loss_disc: 2.275300979614258 (2.224485222458235) | > loss_disc_real_0: 0.10148946195840836 (0.10565371410180566) | > loss_disc_real_1: 0.1600351631641388 (0.1938688531391915) | > loss_disc_real_2: 0.24586068093776703 (0.2041937620859662) | > loss_disc_real_3: 0.2115388959646225 (0.20672535921514734) | > loss_disc_real_4: 0.21680325269699097 (0.21403659965887092) | > loss_disc_real_5: 0.21416544914245605 (0.20310975777618773) | > loss_0: 2.275300979614258 (2.224485222458235) | > grad_norm_0: tensor(52.1224, device='cuda:0') (tensor(62.2705, device='cuda:0')) | > loss_gen: 2.5506064891815186 (2.7960933323842414) | > loss_kl: 2.180229425430298 (2.2473654383935324) | > loss_feat: 7.993035316467285 (8.681034552062624) | > loss_mel: 15.665202140808105 (15.588602587252906) | > loss_duration: 1.635149598121643 (1.6259843439821868) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.024221420288086 (30.93908027222919) | > grad_norm_1: tensor(1611.8749, device='cuda:0') (tensor(988.5945, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.7521 (0.7621066360505904) | > loader_time: 0.0105 (0.01129694961250938)  --> TIME: 2025-02-20 01:11:20 -- STEP: 641/924 -- GLOBAL_STEP: 73300 | > loss_disc: 2.383988857269287 (2.2244378506858347) | > loss_disc_real_0: 0.07722850888967514 (0.10624794988906042) | > loss_disc_real_1: 0.2152959555387497 (0.19373224415291856) | > loss_disc_real_2: 0.2316151112318039 (0.2039980417387719) | > loss_disc_real_3: 0.2554454505443573 (0.20674007384806817) | > loss_disc_real_4: 0.2437175065279007 (0.21399907702681809) | > loss_disc_real_5: 0.23663008213043213 (0.2031124471548752) | > loss_0: 2.383988857269287 (2.2244378506858347) | > grad_norm_0: tensor(14.0132, device='cuda:0') (tensor(62.7258, device='cuda:0')) | > loss_gen: 2.53932523727417 (2.797656932226766) | > loss_kl: 2.4554760456085205 (2.2462604659581906) | > loss_feat: 6.4049577713012695 (8.680169583854735) | > loss_mel: 12.744606018066406 (15.576926467943117) | > loss_duration: 1.6554851531982422 (1.6253652490803314) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.799850463867188 (30.926378714313) | > grad_norm_1: tensor(547.7036, device='cuda:0') (tensor(986.1202, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.7417 (0.761995903973274) | > loader_time: 0.011 (0.011294375343739334)  --> TIME: 2025-02-20 01:12:00 -- STEP: 691/924 -- GLOBAL_STEP: 73350 | > loss_disc: 2.3825881481170654 (2.2234000055558796) | > loss_disc_real_0: 0.0813603326678276 (0.1057130115351999) | > loss_disc_real_1: 0.15878847241401672 (0.19373047830571996) | > loss_disc_real_2: 0.18303704261779785 (0.2037260310479079) | > loss_disc_real_3: 0.21295493841171265 (0.20667662095229972) | > loss_disc_real_4: 0.20548704266548157 (0.2139707132203535) | > loss_disc_real_5: 0.20609834790229797 (0.20299442224581912) | > loss_0: 2.3825881481170654 (2.2234000055558796) | > grad_norm_0: tensor(118.6283, device='cuda:0') (tensor(62.9365, device='cuda:0')) | > loss_gen: 2.587998628616333 (2.7988672463490194) | > loss_kl: 2.230415105819702 (2.2428695889871815) | > loss_feat: 8.08491039276123 (8.681404791416547) | > loss_mel: 16.47233009338379 (15.57286205926611) | > loss_duration: 1.6565415859222412 (1.625362715569316) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.032196044921875 (30.921366419702466) | > grad_norm_1: tensor(1390.0905, device='cuda:0') (tensor(982.5314, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.7897 (0.7626648984321116) | > loader_time: 0.0117 (0.011310489753910838)  --> TIME: 2025-02-20 01:12:39 -- STEP: 741/924 -- GLOBAL_STEP: 73400 | > loss_disc: 2.0760960578918457 (2.2211317118362874) | > loss_disc_real_0: 0.04554317146539688 (0.10463466534740443) | > loss_disc_real_1: 0.18665805459022522 (0.1937593390584474) | > loss_disc_real_2: 0.17288939654827118 (0.20389830022447014) | > loss_disc_real_3: 0.22814567387104034 (0.20668044048845358) | > loss_disc_real_4: 0.19167251884937286 (0.2139558267054449) | > loss_disc_real_5: 0.18261173367500305 (0.20304803548232417) | > loss_0: 2.0760960578918457 (2.2211317118362874) | > grad_norm_0: tensor(32.6290, device='cuda:0') (tensor(62.2924, device='cuda:0')) | > loss_gen: 2.847731590270996 (2.8022221157907983) | > loss_kl: 2.3213884830474854 (2.2478914740275444) | > loss_feat: 9.26280403137207 (8.6946411718402) | > loss_mel: 16.907129287719727 (15.592481745721196) | > loss_duration: 1.6569123268127441 (1.6252496443618492) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.995967864990234 (30.962486164129054) | > grad_norm_1: tensor(1098.8116, device='cuda:0') (tensor(985.7247, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.7421 (0.7632709678850673) | > loader_time: 0.0106 (0.011322288860676254)  --> TIME: 2025-02-20 01:13:19 -- STEP: 791/924 -- GLOBAL_STEP: 73450 | > loss_disc: 2.105543613433838 (2.2217686004494013) | > loss_disc_real_0: 0.07323454320430756 (0.10468661907810699) | > loss_disc_real_1: 0.22335058450698853 (0.19391103832971876) | > loss_disc_real_2: 0.1951286345720291 (0.20388927925778394) | > loss_disc_real_3: 0.17923538386821747 (0.2067546092077392) | > loss_disc_real_4: 0.21559575200080872 (0.2138350478805574) | > loss_disc_real_5: 0.1834830343723297 (0.20300673909117983) | > loss_0: 2.105543613433838 (2.2217686004494013) | > grad_norm_0: tensor(11.0599, device='cuda:0') (tensor(62.2887, device='cuda:0')) | > loss_gen: 2.7879116535186768 (2.7990183064669356) | > loss_kl: 2.0792396068573 (2.2465024833884177) | > loss_feat: 8.443793296813965 (8.677928049856732) | > loss_mel: 14.08156681060791 (15.569167269768215) | > loss_duration: 1.6104073524475098 (1.6261212974975148) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.002918243408203 (30.918737406676396) | > grad_norm_1: tensor(536.3770, device='cuda:0') (tensor(989.2651, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.7332 (0.763659045307434) | > loader_time: 0.0136 (0.011329010373873892)  --> TIME: 2025-02-20 01:13:57 -- STEP: 841/924 -- GLOBAL_STEP: 73500 | > loss_disc: 2.3684778213500977 (2.221046867041754) | > loss_disc_real_0: 0.21820147335529327 (0.10406657087967663) | > loss_disc_real_1: 0.2350531816482544 (0.19391775221589339) | > loss_disc_real_2: 0.2591489255428314 (0.20395249964649406) | > loss_disc_real_3: 0.20583930611610413 (0.2067995287043869) | > loss_disc_real_4: 0.2356313169002533 (0.21406625376019842) | > loss_disc_real_5: 0.22524893283843994 (0.20308005822186798) | > loss_0: 2.3684778213500977 (2.221046867041754) | > grad_norm_0: tensor(75.4739, device='cuda:0') (tensor(62.5392, device='cuda:0')) | > loss_gen: 2.7969672679901123 (2.803436953445963) | > loss_kl: 2.3160367012023926 (2.244522349871298) | > loss_feat: 7.868526458740234 (8.691668623267688) | > loss_mel: 14.796942710876465 (15.579671594390687) | > loss_duration: 1.681471347808838 (1.6261242136235192) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.459943771362305 (30.945423754443738) | > grad_norm_1: tensor(1351.7959, device='cuda:0') (tensor(984.8586, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.7517 (0.7635179098948001) | > loader_time: 0.0107 (0.011347830224689203)  --> TIME: 2025-02-20 01:14:36 -- STEP: 891/924 -- GLOBAL_STEP: 73550 | > loss_disc: 2.1453046798706055 (2.2217609125088114) | > loss_disc_real_0: 0.06545382738113403 (0.10477639220688408) | > loss_disc_real_1: 0.21377113461494446 (0.19388099456274946) | > loss_disc_real_2: 0.19596247375011444 (0.20385517858963884) | > loss_disc_real_3: 0.18910351395606995 (0.2067974503627663) | > loss_disc_real_4: 0.19650225341320038 (0.21405036971558364) | > loss_disc_real_5: 0.19351762533187866 (0.20308133252341332) | > loss_0: 2.1453046798706055 (2.2217609125088114) | > grad_norm_0: tensor(50.1839, device='cuda:0') (tensor(63.2526, device='cuda:0')) | > loss_gen: 2.7184643745422363 (2.802350059235272) | > loss_kl: 2.2493038177490234 (2.245981317042772) | > loss_feat: 9.28778076171875 (8.691629682727141) | > loss_mel: 16.05672264099121 (15.593097282178475) | > loss_duration: 1.5810084342956543 (1.6261155016628317) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.893280029296875 (30.95917387468914) | > grad_norm_1: tensor(1384.7585, device='cuda:0') (tensor(991.9869, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.746 (0.7635211034789763) | > loader_time: 0.0105 (0.0113533493110494)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3295071125030518 (2.3295071125030518) | > loss_disc_real_0: 0.08704749494791031 (0.08704749494791031) | > loss_disc_real_1: 0.18958328664302826 (0.18958328664302826) | > loss_disc_real_2: 0.20506253838539124 (0.20506253838539124) | > loss_disc_real_3: 0.23929637670516968 (0.23929637670516968) | > loss_disc_real_4: 0.21439145505428314 (0.21439145505428314) | > loss_disc_real_5: 0.2204606533050537 (0.2204606533050537) | > loss_0: 2.3295071125030518 (2.3295071125030518) | > loss_gen: 2.370762348175049 (2.370762348175049) | > loss_kl: 2.015758991241455 (2.015758991241455) | > loss_feat: 7.832876205444336 (7.832876205444336) | > loss_mel: 14.06385612487793 (14.06385612487793) | > loss_duration: 1.6818296909332275 (1.6818296909332275) | > loss_1: 27.9650821685791 (27.9650821685791)  --> STEP: 1 | > loss_disc: 2.413029909133911 (2.413029909133911) | > loss_disc_real_0: 0.09603682905435562 (0.09603682905435562) | > loss_disc_real_1: 0.20379731059074402 (0.20379731059074402) | > loss_disc_real_2: 0.2040524184703827 (0.2040524184703827) | > loss_disc_real_3: 0.2349798083305359 (0.2349798083305359) | > loss_disc_real_4: 0.21769049763679504 (0.21769049763679504) | > loss_disc_real_5: 0.20987387001514435 (0.20987387001514435) | > loss_0: 2.413029909133911 (2.413029909133911) | > loss_gen: 2.2185988426208496 (2.2185988426208496) | > loss_kl: 2.150721311569214 (2.150721311569214) | > loss_feat: 7.313431739807129 (7.313431739807129) | > loss_mel: 13.689223289489746 (13.689223289489746) | > loss_duration: 1.697224736213684 (1.697224736213684) | > loss_1: 27.069202423095703 (27.069202423095703)  --> STEP: 2 | > loss_disc: 2.348080635070801 (2.380555272102356) | > loss_disc_real_0: 0.09358662366867065 (0.09481172636151314) | > loss_disc_real_1: 0.21065753698349 (0.207227423787117) | > loss_disc_real_2: 0.19889988005161285 (0.20147614926099777) | > loss_disc_real_3: 0.2316599041223526 (0.23331985622644424) | > loss_disc_real_4: 0.22583939135074615 (0.2217649444937706) | > loss_disc_real_5: 0.2326112687587738 (0.22124256938695908) | > loss_0: 2.348080635070801 (2.380555272102356) | > loss_gen: 2.424959421157837 (2.3217791318893433) | > loss_kl: 2.0069010257720947 (2.0788111686706543) | > loss_feat: 8.470159530639648 (7.891795635223389) | > loss_mel: 15.676229476928711 (14.682726383209229) | > loss_duration: 1.5756168365478516 (1.6364207863807678) | > loss_1: 30.153865814208984 (28.611534118652344)  --> STEP: 3 | > loss_disc: 2.388052225112915 (2.383054256439209) | > loss_disc_real_0: 0.09969133883714676 (0.096438263853391) | > loss_disc_real_1: 0.20659375190734863 (0.2070161998271942) | > loss_disc_real_2: 0.20341716706752777 (0.20212315519650778) | > loss_disc_real_3: 0.22241052985191345 (0.22968341410160065) | > loss_disc_real_4: 0.22231021523475647 (0.22194670140743256) | > loss_disc_real_5: 0.22513262927532196 (0.22253925601641336) | > loss_0: 2.388052225112915 (2.383054256439209) | > loss_gen: 2.2293806076049805 (2.2909796237945557) | > loss_kl: 1.999680519104004 (2.052434285481771) | > loss_feat: 6.513701438903809 (7.432430903116862) | > loss_mel: 12.95337963104248 (14.106277465820312) | > loss_duration: 1.6485460996627808 (1.6404625574747722) | > loss_1: 25.344690322875977 (27.522586186726887)  --> STEP: 4 | > loss_disc: 2.4114980697631836 (2.3901652097702026) | > loss_disc_real_0: 0.09761706739664078 (0.09673296473920345) | > loss_disc_real_1: 0.20091693103313446 (0.20549138262867928) | > loss_disc_real_2: 0.21288351714611053 (0.20481324568390846) | > loss_disc_real_3: 0.23458008468151093 (0.23090758174657822) | > loss_disc_real_4: 0.22274459898471832 (0.222146175801754) | > loss_disc_real_5: 0.2379419356584549 (0.22638992592692375) | > loss_0: 2.4114980697631836 (2.3901652097702026) | > loss_gen: 2.23013973236084 (2.2757696509361267) | > loss_kl: 1.884935736656189 (2.0105596482753754) | > loss_feat: 7.010179042816162 (7.326867938041687) | > loss_mel: 13.245999336242676 (13.891207933425903) | > loss_duration: 1.7507880926132202 (1.6680439412593842) | > loss_1: 26.122041702270508 (27.172450065612793)  --> STEP: 5 | > loss_disc: 2.185821771621704 (2.349296522140503) | > loss_disc_real_0: 0.034852348268032074 (0.08435684144496917) | > loss_disc_real_1: 0.21114416420459747 (0.2066219389438629) | > loss_disc_real_2: 0.1756248027086258 (0.19897555708885192) | > loss_disc_real_3: 0.23432162404060364 (0.2315903902053833) | > loss_disc_real_4: 0.2588534653186798 (0.22948763370513917) | > loss_disc_real_5: 0.2154322862625122 (0.22419839799404145) | > loss_0: 2.185821771621704 (2.349296522140503) | > loss_gen: 2.583743095397949 (2.337364339828491) | > loss_kl: 1.970597505569458 (2.0025672197341917) | > loss_feat: 9.125298500061035 (7.686554050445556) | > loss_mel: 17.451385498046875 (14.603243446350097) | > loss_duration: 1.5408419370651245 (1.6426035404205321) | > loss_1: 32.6718635559082 (28.272332763671876) --> EVAL PERFORMANCE | > avg_loader_time: 0.15640573501586913 (-0.004550504684448259) | > avg_loss_disc: 2.349296522140503 (+0.06556990146636998) | > avg_loss_disc_real_0: 0.08435684144496917 (+0.0008509889245033181) | > avg_loss_disc_real_1: 0.2066219389438629 (-0.026098740100860607) | > avg_loss_disc_real_2: 0.19897555708885192 (-0.033699834346771235) | > avg_loss_disc_real_3: 0.2315903902053833 (-0.0018420666456222534) | > avg_loss_disc_real_4: 0.22948763370513917 (+0.03921806514263154) | > avg_loss_disc_real_5: 0.22419839799404145 (-0.013417309522628762) | > avg_loss_0: 2.349296522140503 (+0.06556990146636998) | > avg_loss_gen: 2.337364339828491 (-0.2688788890838625) | > avg_loss_kl: 2.0025672197341917 (-0.13395702838897705) | > avg_loss_feat: 7.686554050445556 (-0.6880324363708503) | > avg_loss_mel: 14.603243446350097 (-1.0937093734741214) | > avg_loss_duration: 1.6426035404205321 (-0.004814052581787243) | > avg_loss_1: 28.272332763671876 (-2.189391326904296)  > EPOCH: 30/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 01:15:09)   --> TIME: 2025-02-20 01:15:25 -- STEP: 17/924 -- GLOBAL_STEP: 73600 | > loss_disc: 2.3145816326141357 (2.291975400027107) | > loss_disc_real_0: 0.09776505082845688 (0.1430361494421959) | > loss_disc_real_1: 0.19581544399261475 (0.19280005465535557) | > loss_disc_real_2: 0.195909321308136 (0.20698643344290116) | > loss_disc_real_3: 0.18662016093730927 (0.20052594297072468) | > loss_disc_real_4: 0.21129746735095978 (0.21222264451139114) | > loss_disc_real_5: 0.20750924944877625 (0.2042730450630188) | > loss_0: 2.3145816326141357 (2.291975400027107) | > grad_norm_0: tensor(25.9007, device='cuda:0') (tensor(98.2231, device='cuda:0')) | > loss_gen: 2.534573554992676 (2.7420635644127342) | > loss_kl: 2.1417150497436523 (2.2506431691786823) | > loss_feat: 8.241506576538086 (8.392936734592213) | > loss_mel: 15.105128288269043 (15.707836207221536) | > loss_duration: 1.6529964208602905 (1.6192060007768518) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.675918579101562 (30.712685304529526) | > grad_norm_1: tensor(516.8337, device='cuda:0') (tensor(1120.9094, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.7485 (0.7617974561803481) | > loader_time: 0.0106 (0.010197358972886029)  --> TIME: 2025-02-20 01:16:04 -- STEP: 67/924 -- GLOBAL_STEP: 73650 | > loss_disc: 2.3798625469207764 (2.255569116393131) | > loss_disc_real_0: 0.25492653250694275 (0.11341703922223692) | > loss_disc_real_1: 0.20295113325119019 (0.1962219136419581) | > loss_disc_real_2: 0.23909899592399597 (0.20892868024199757) | > loss_disc_real_3: 0.19774936139583588 (0.20379593412377942) | > loss_disc_real_4: 0.2099645733833313 (0.21616181775705137) | > loss_disc_real_5: 0.20032493770122528 (0.20521030074624874) | > loss_0: 2.3798625469207764 (2.255569116393131) | > grad_norm_0: tensor(177.2175, device='cuda:0') (tensor(66.0379, device='cuda:0')) | > loss_gen: 2.752401828765869 (2.7766012042316044) | > loss_kl: 2.166015386581421 (2.2477293761808474) | > loss_feat: 8.455354690551758 (8.51431851600533) | > loss_mel: 15.579405784606934 (15.566447115656155) | > loss_duration: 1.6397068500518799 (1.6292754055848762) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.592884063720703 (30.734371526917414) | > grad_norm_1: tensor(1411.4646, device='cuda:0') (tensor(1068.6681, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.7748 (0.7639295094048799) | > loader_time: 0.0157 (0.011387049262203387)  --> TIME: 2025-02-20 01:16:43 -- STEP: 117/924 -- GLOBAL_STEP: 73700 | > loss_disc: 2.120659351348877 (2.2397267869395057) | > loss_disc_real_0: 0.07814450562000275 (0.11024503091461642) | > loss_disc_real_1: 0.16365741193294525 (0.19488592012825176) | > loss_disc_real_2: 0.19064103066921234 (0.2065278402505777) | > loss_disc_real_3: 0.22104598581790924 (0.205692268971704) | > loss_disc_real_4: 0.1747036874294281 (0.21470380924705768) | > loss_disc_real_5: 0.2033945769071579 (0.20317058609082148) | > loss_0: 2.120659351348877 (2.2397267869395057) | > grad_norm_0: tensor(58.1597, device='cuda:0') (tensor(64.6001, device='cuda:0')) | > loss_gen: 3.09942626953125 (2.7824954252976646) | > loss_kl: 1.9950000047683716 (2.2320682228120963) | > loss_feat: 10.022201538085938 (8.562061925219671) | > loss_mel: 16.647768020629883 (15.589459117661175) | > loss_duration: 1.6262484788894653 (1.628834577707144) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.39064407348633 (30.79491926665999) | > grad_norm_1: tensor(741.5127, device='cuda:0') (tensor(1062.7550, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.7323 (0.7621262032761533) | > loader_time: 0.0095 (0.011086753290942589)  --> TIME: 2025-02-20 01:17:22 -- STEP: 167/924 -- GLOBAL_STEP: 73750 | > loss_disc: 2.01385235786438 (2.2327621104474558) | > loss_disc_real_0: 0.09591270238161087 (0.11203961785949633) | > loss_disc_real_1: 0.17910367250442505 (0.19372277381177433) | > loss_disc_real_2: 0.1785261631011963 (0.20385319101596308) | > loss_disc_real_3: 0.1909087598323822 (0.20578289049828125) | > loss_disc_real_4: 0.20031173527240753 (0.2150179651861419) | > loss_disc_real_5: 0.1817055493593216 (0.2026643100791349) | > loss_0: 2.01385235786438 (2.2327621104474558) | > grad_norm_0: tensor(50.6624, device='cuda:0') (tensor(67.8919, device='cuda:0')) | > loss_gen: 3.043977737426758 (2.7870796983113544) | > loss_kl: 2.1861445903778076 (2.2346607667957223) | > loss_feat: 10.459409713745117 (8.575047121790355) | > loss_mel: 18.196672439575195 (15.580217138735835) | > loss_duration: 1.5729148387908936 (1.6276145359713157) | > amp_scaler: 128.0 (130.29940119760482) | > loss_1: 35.45912170410156 (30.80461929229919) | > grad_norm_1: tensor(819.3827, device='cuda:0') (tensor(1046.2858, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.7417 (0.7629041057860781) | > loader_time: 0.0098 (0.011021822512506727)  --> TIME: 2025-02-20 01:18:01 -- STEP: 217/924 -- GLOBAL_STEP: 73800 | > loss_disc: 2.0721113681793213 (2.239499532132654) | > loss_disc_real_0: 0.10065331310033798 (0.11453673866693326) | > loss_disc_real_1: 0.20923727750778198 (0.19381056265896915) | > loss_disc_real_2: 0.2251950204372406 (0.20373379813361278) | > loss_disc_real_3: 0.16729578375816345 (0.20609841835663614) | > loss_disc_real_4: 0.22136159241199493 (0.21500682583602343) | > loss_disc_real_5: 0.1860429346561432 (0.203013911705962) | > loss_0: 2.0721113681793213 (2.239499532132654) | > grad_norm_0: tensor(25.1862, device='cuda:0') (tensor(64.1799, device='cuda:0')) | > loss_gen: 3.1628549098968506 (2.7689580225175416) | > loss_kl: 2.170065402984619 (2.2379681800367632) | > loss_feat: 8.947281837463379 (8.550472712187172) | > loss_mel: 16.14508628845215 (15.536773923355314) | > loss_duration: 1.628239631652832 (1.6263219986093755) | > amp_scaler: 128.0 (129.76958525345623) | > loss_1: 32.05352783203125 (30.720494889993272) | > grad_norm_1: tensor(444.2696, device='cuda:0') (tensor(1029.2683, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.775 (0.7634316853114538) | > loader_time: 0.0135 (0.011026034157397011)  --> TIME: 2025-02-20 01:18:40 -- STEP: 267/924 -- GLOBAL_STEP: 73850 | > loss_disc: 1.9961085319519043 (2.2368465920959073) | > loss_disc_real_0: 0.0774812400341034 (0.11374913476937719) | > loss_disc_real_1: 0.18319420516490936 (0.1933342626367169) | > loss_disc_real_2: 0.23969462513923645 (0.20367333599913878) | > loss_disc_real_3: 0.16841870546340942 (0.20566701654637798) | > loss_disc_real_4: 0.18504202365875244 (0.21478168945410725) | > loss_disc_real_5: 0.18661560118198395 (0.20354795126656025) | > loss_0: 1.9961085319519043 (2.2368465920959073) | > grad_norm_0: tensor(32.9211, device='cuda:0') (tensor(62.9394, device='cuda:0')) | > loss_gen: 3.0337748527526855 (2.7694735169857174) | > loss_kl: 2.3493378162384033 (2.2357670747385474) | > loss_feat: 9.602700233459473 (8.563698098900609) | > loss_mel: 16.071435928344727 (15.517075520776185) | > loss_duration: 1.6341211795806885 (1.6272715941797034) | > amp_scaler: 128.0 (129.43820224719101) | > loss_1: 32.69137191772461 (30.71328584621015) | > grad_norm_1: tensor(991.3793, device='cuda:0') (tensor(1036.4620, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.7861 (0.7632583384210253) | > loader_time: 0.0128 (0.011022740981998515)  --> TIME: 2025-02-20 01:19:19 -- STEP: 317/924 -- GLOBAL_STEP: 73900 | > loss_disc: 2.245939016342163 (2.2274647221580284) | > loss_disc_real_0: 0.14721952378749847 (0.1112515641264735) | > loss_disc_real_1: 0.2185971587896347 (0.19286463191080555) | > loss_disc_real_2: 0.18838369846343994 (0.2034863923156299) | > loss_disc_real_3: 0.19845029711723328 (0.20521237839847706) | > loss_disc_real_4: 0.20672014355659485 (0.2140051852265367) | > loss_disc_real_5: 0.1508542150259018 (0.20253295214018235) | > loss_0: 2.245939016342163 (2.2274647221580284) | > grad_norm_0: tensor(55.6228, device='cuda:0') (tensor(62.7923, device='cuda:0')) | > loss_gen: 2.723581314086914 (2.782172760376795) | > loss_kl: 2.1826894283294678 (2.233779760189235) | > loss_feat: 9.134950637817383 (8.597211199980046) | > loss_mel: 15.977690696716309 (15.521455611340254) | > loss_duration: 1.6275124549865723 (1.627179163487551) | > amp_scaler: 128.0 (129.2113564668769) | > loss_1: 31.64642333984375 (30.761798539748327) | > grad_norm_1: tensor(708.1770, device='cuda:0') (tensor(1004.1960, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.762 (0.7640460658148637) | > loader_time: 0.0103 (0.01110722589944063)  --> TIME: 2025-02-20 01:19:59 -- STEP: 367/924 -- GLOBAL_STEP: 73950 | > loss_disc: 2.4210898876190186 (2.2356141302176336) | > loss_disc_real_0: 0.3025086522102356 (0.11376335511456069) | > loss_disc_real_1: 0.21232019364833832 (0.19332759610151407) | > loss_disc_real_2: 0.19695882499217987 (0.2036635259354147) | > loss_disc_real_3: 0.17464447021484375 (0.20563164938048378) | > loss_disc_real_4: 0.19945919513702393 (0.21454328785800153) | > loss_disc_real_5: 0.19777457416057587 (0.20335657987997383) | > loss_0: 2.4210898876190186 (2.2356141302176336) | > grad_norm_0: tensor(128.1769, device='cuda:0') (tensor(64.0470, device='cuda:0')) | > loss_gen: 2.5322797298431396 (2.778606521985837) | > loss_kl: 2.077002763748169 (2.233897573616586) | > loss_feat: 8.06103801727295 (8.568459904486213) | > loss_mel: 15.817414283752441 (15.507026862058717) | > loss_duration: 1.5788300037384033 (1.6273031702483376) | > amp_scaler: 128.0 (129.04632152588553) | > loss_1: 30.066566467285156 (30.715294060979943) | > grad_norm_1: tensor(578.4348, device='cuda:0') (tensor(1000.4771, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.7663 (0.7658942960588421) | > loader_time: 0.0106 (0.011102361964919589)  --> TIME: 2025-02-20 01:20:38 -- STEP: 417/924 -- GLOBAL_STEP: 74000 | > loss_disc: 2.268207311630249 (2.2362794796054053) | > loss_disc_real_0: 0.14722995460033417 (0.11387419270025455) | > loss_disc_real_1: 0.2600921392440796 (0.1935006558752175) | > loss_disc_real_2: 0.22278551757335663 (0.2033983560131608) | > loss_disc_real_3: 0.2150299847126007 (0.20580266573303319) | > loss_disc_real_4: 0.23111148178577423 (0.21490317947572943) | > loss_disc_real_5: 0.19915975630283356 (0.20334967141814655) | > loss_0: 2.268207311630249 (2.2362794796054053) | > grad_norm_0: tensor(85.4695, device='cuda:0') (tensor(62.6875, device='cuda:0')) | > loss_gen: 2.8647983074188232 (2.774075541279014) | > loss_kl: 2.3046107292175293 (2.2342510858028026) | > loss_feat: 8.672895431518555 (8.560474848575739) | > loss_mel: 16.205310821533203 (15.501396218078028) | > loss_duration: 1.617537021636963 (1.6274012055614293) | > amp_scaler: 128.0 (128.92086330935243) | > loss_1: 31.665151596069336 (30.69759894446503) | > grad_norm_1: tensor(1460.9164, device='cuda:0') (tensor(1023.3111, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.7306 (0.7656474570862111) | > loader_time: 0.0096 (0.011096958919680664) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_74000.pth  --> TIME: 2025-02-20 01:21:19 -- STEP: 467/924 -- GLOBAL_STEP: 74050 | > loss_disc: 2.177061080932617 (2.2394524355771996) | > loss_disc_real_0: 0.1066049113869667 (0.11528720027852875) | > loss_disc_real_1: 0.198963463306427 (0.19346750669612114) | > loss_disc_real_2: 0.19994275271892548 (0.20332553765758457) | > loss_disc_real_3: 0.19824273884296417 (0.20592220596634087) | > loss_disc_real_4: 0.1885702908039093 (0.21494103068330303) | > loss_disc_real_5: 0.2255035787820816 (0.20378746507126974) | > loss_0: 2.177061080932617 (2.2394524355771996) | > grad_norm_0: tensor(38.2363, device='cuda:0') (tensor(64.7371, device='cuda:0')) | > loss_gen: 2.853942632675171 (2.766779309932375) | > loss_kl: 2.083953380584717 (2.234387139436775) | > loss_feat: 8.674976348876953 (8.53952537512116) | > loss_mel: 15.567778587341309 (15.484715304487011) | > loss_duration: 1.6213657855987549 (1.6273203564915457) | > amp_scaler: 128.0 (128.82226980728046) | > loss_1: 30.802019119262695 (30.652727539585285) | > grad_norm_1: tensor(949.8859, device='cuda:0') (tensor(1045.0176, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.7615 (0.7658395460892542) | > loader_time: 0.0103 (0.011099007706570678)  --> TIME: 2025-02-20 01:21:58 -- STEP: 517/924 -- GLOBAL_STEP: 74100 | > loss_disc: 2.117556571960449 (2.237628441022953) | > loss_disc_real_0: 0.07311771810054779 (0.11512423299497977) | > loss_disc_real_1: 0.167731374502182 (0.1931846125962887) | > loss_disc_real_2: 0.20027226209640503 (0.20303390162134077) | > loss_disc_real_3: 0.20746326446533203 (0.2060048925461575) | > loss_disc_real_4: 0.2353021204471588 (0.21497456262489814) | > loss_disc_real_5: 0.1645665466785431 (0.2039162090887645) | > loss_0: 2.117556571960449 (2.237628441022953) | > grad_norm_0: tensor(14.0469, device='cuda:0') (tensor(65.2109, device='cuda:0')) | > loss_gen: 2.7531304359436035 (2.7708902658761363) | > loss_kl: 2.1747560501098633 (2.2342641436615582) | > loss_feat: 8.251296043395996 (8.55148982909478) | > loss_mel: 14.263408660888672 (15.48036385504835) | > loss_duration: 1.6310718059539795 (1.627480054270598) | > amp_scaler: 128.0 (128.74274661508693) | > loss_1: 29.07366180419922 (30.66448820767135) | > grad_norm_1: tensor(279.0340, device='cuda:0') (tensor(1049.0327, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.7616 (0.7657115828368375) | > loader_time: 0.0105 (0.01110931106877281)  --> TIME: 2025-02-20 01:22:37 -- STEP: 567/924 -- GLOBAL_STEP: 74150 | > loss_disc: 2.2136518955230713 (2.2381579287258218) | > loss_disc_real_0: 0.06143098697066307 (0.11450219519002723) | > loss_disc_real_1: 0.20238375663757324 (0.1934403100394277) | > loss_disc_real_2: 0.20789764821529388 (0.20312224680679386) | > loss_disc_real_3: 0.20121213793754578 (0.20598438742194428) | > loss_disc_real_4: 0.207231342792511 (0.21496518918130755) | > loss_disc_real_5: 0.22208751738071442 (0.20422715056405075) | > loss_0: 2.2136518955230713 (2.2381579287258218) | > grad_norm_0: tensor(28.1840, device='cuda:0') (tensor(65.4854, device='cuda:0')) | > loss_gen: 2.8353054523468018 (2.770656023496464) | > loss_kl: 2.180117607116699 (2.2316671485833606) | > loss_feat: 8.614235877990723 (8.546564966703015) | > loss_mel: 15.019346237182617 (15.461414426302364) | > loss_duration: 1.6255214214324951 (1.6277994556612014) | > amp_scaler: 128.0 (128.67724867724857) | > loss_1: 30.274526596069336 (30.638102072256576) | > grad_norm_1: tensor(525.6853, device='cuda:0') (tensor(1044.8582, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.7832 (0.7655627332246706) | > loader_time: 0.0114 (0.011116480280692828)  --> TIME: 2025-02-20 01:23:16 -- STEP: 617/924 -- GLOBAL_STEP: 74200 | > loss_disc: 2.1184864044189453 (2.237335742002951) | > loss_disc_real_0: 0.13552610576152802 (0.11408925886044041) | > loss_disc_real_1: 0.16520699858665466 (0.19328011036208992) | > loss_disc_real_2: 0.1759480983018875 (0.2028961266169091) | > loss_disc_real_3: 0.22092056274414062 (0.20612676147027376) | > loss_disc_real_4: 0.2047862559556961 (0.21485704381616605) | > loss_disc_real_5: 0.1995823085308075 (0.20443967245579536) | > loss_0: 2.1184864044189453 (2.237335742002951) | > grad_norm_0: tensor(40.7428, device='cuda:0') (tensor(65.0825, device='cuda:0')) | > loss_gen: 2.7350335121154785 (2.7697962485797225) | > loss_kl: 2.116164445877075 (2.2340908093042837) | > loss_feat: 8.582797050476074 (8.548741980541859) | > loss_mel: 15.98510456085205 (15.464976086608788) | > loss_duration: 1.6529594659805298 (1.627493520996366) | > amp_scaler: 128.0 (128.62236628849266) | > loss_1: 31.072059631347656 (30.645098712494534) | > grad_norm_1: tensor(1806.6425, device='cuda:0') (tensor(1046.7515, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.7722 (0.7661644403899703) | > loader_time: 0.0112 (0.011123740692385977)  --> TIME: 2025-02-20 01:23:55 -- STEP: 667/924 -- GLOBAL_STEP: 74250 | > loss_disc: 2.316645860671997 (2.2366062268681817) | > loss_disc_real_0: 0.17582625150680542 (0.11338512681011313) | > loss_disc_real_1: 0.22859831154346466 (0.19332634828526749) | > loss_disc_real_2: 0.20343218743801117 (0.2031023352221212) | > loss_disc_real_3: 0.2155705988407135 (0.20627974547903755) | > loss_disc_real_4: 0.19993335008621216 (0.21495122854588083) | > loss_disc_real_5: 0.24753063917160034 (0.2042350537371242) | > loss_0: 2.316645860671997 (2.2366062268681817) | > grad_norm_0: tensor(142.1141, device='cuda:0') (tensor(64.4742, device='cuda:0')) | > loss_gen: 2.780473232269287 (2.772550302645616) | > loss_kl: 2.2764484882354736 (2.2340324636342084) | > loss_feat: 8.239031791687012 (8.56749814704083) | > loss_mel: 15.175978660583496 (15.474779629457123) | > loss_duration: 1.6445014476776123 (1.6273338869772571) | > amp_scaler: 128.0 (128.57571214392797) | > loss_1: 30.11643409729004 (30.676194512683228) | > grad_norm_1: tensor(1473.6725, device='cuda:0') (tensor(1035.5870, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.7336 (0.7659923333278129) | > loader_time: 0.0092 (0.011124407154866778)  --> TIME: 2025-02-20 01:24:35 -- STEP: 717/924 -- GLOBAL_STEP: 74300 | > loss_disc: 2.3381876945495605 (2.234487456091614) | > loss_disc_real_0: 0.08837370574474335 (0.11286833565915974) | > loss_disc_real_1: 0.22684580087661743 (0.19345399003730485) | > loss_disc_real_2: 0.20976340770721436 (0.20298824763780185) | > loss_disc_real_3: 0.19683262705802917 (0.20599463798178455) | > loss_disc_real_4: 0.21573425829410553 (0.2149256010600878) | > loss_disc_real_5: 0.24423213303089142 (0.2041373441782955) | > loss_0: 2.3381876945495605 (2.234487456091614) | > grad_norm_0: tensor(71.8164, device='cuda:0') (tensor(63.6985, device='cuda:0')) | > loss_gen: 2.743095874786377 (2.774186778766843) | > loss_kl: 2.413027048110962 (2.234272540696326) | > loss_feat: 8.241293907165527 (8.579007791176004) | > loss_mel: 14.84229850769043 (15.489836793896876) | > loss_duration: 1.6402332782745361 (1.627542341769656) | > amp_scaler: 128.0 (128.5355648535564) | > loss_1: 29.87994956970215 (30.70484634090833) | > grad_norm_1: tensor(1571.7544, device='cuda:0') (tensor(1041.6307, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.7795 (0.7663489914339461) | > loader_time: 0.0114 (0.0111454258071495)  --> TIME: 2025-02-20 01:25:14 -- STEP: 767/924 -- GLOBAL_STEP: 74350 | > loss_disc: 2.436506748199463 (2.2351682891746276) | > loss_disc_real_0: 0.19699007272720337 (0.11346639985172499) | > loss_disc_real_1: 0.21461771428585052 (0.19352144179707859) | > loss_disc_real_2: 0.25286585092544556 (0.20310478485547573) | > loss_disc_real_3: 0.17510980367660522 (0.20609630131426193) | > loss_disc_real_4: 0.24800066649913788 (0.2147394131184245) | > loss_disc_real_5: 0.24768178164958954 (0.20426803098741375) | > loss_0: 2.436506748199463 (2.2351682891746276) | > grad_norm_0: tensor(126.0880, device='cuda:0') (tensor(64.3203, device='cuda:0')) | > loss_gen: 2.5810444355010986 (2.772619520358966) | > loss_kl: 2.0634584426879883 (2.2356356320200845) | > loss_feat: 6.858660697937012 (8.579336402624493) | > loss_mel: 11.923069953918457 (15.489829031087584) | > loss_duration: 1.6100096702575684 (1.6279847928100646) | > amp_scaler: 128.0 (128.50065189048232) | > loss_1: 25.036243438720703 (30.705405467803036) | > grad_norm_1: tensor(711.7114, device='cuda:0') (tensor(1055.2061, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.7613 (0.766429148876683) | > loader_time: 0.0097 (0.01111298372102063)  --> TIME: 2025-02-20 01:25:53 -- STEP: 817/924 -- GLOBAL_STEP: 74400 | > loss_disc: 2.256192207336426 (2.2371356746995787) | > loss_disc_real_0: 0.1411333680152893 (0.11436380694005886) | > loss_disc_real_1: 0.1891404539346695 (0.19344182330727425) | > loss_disc_real_2: 0.20840398967266083 (0.2034277150468989) | > loss_disc_real_3: 0.22751343250274658 (0.20611242300658653) | > loss_disc_real_4: 0.23217885196208954 (0.21465621704424895) | > loss_disc_real_5: 0.21213248372077942 (0.20432085907736486) | > loss_0: 2.256192207336426 (2.2371356746995787) | > grad_norm_0: tensor(53.8891, device='cuda:0') (tensor(64.1744, device='cuda:0')) | > loss_gen: 2.6275455951690674 (2.7704760126559806) | > loss_kl: 2.4351840019226074 (2.232990011445164) | > loss_feat: 8.748428344726562 (8.56921555917149) | > loss_mel: 15.526078224182129 (15.485207179476902) | > loss_duration: 1.6032183170318604 (1.6281238746176152) | > amp_scaler: 128.0 (128.470012239902) | > loss_1: 30.940454483032227 (30.68601271163585) | > grad_norm_1: tensor(1935.4425, device='cuda:0') (tensor(1057.7894, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.7781 (0.7664978769738938) | > loader_time: 0.0106 (0.011101338387702928)  --> TIME: 2025-02-20 01:26:32 -- STEP: 867/924 -- GLOBAL_STEP: 74450 | > loss_disc: 2.246124744415283 (2.237171964386894) | > loss_disc_real_0: 0.1354619860649109 (0.11393569839523185) | > loss_disc_real_1: 0.19501443207263947 (0.1933938756739804) | > loss_disc_real_2: 0.18092532455921173 (0.20343753183314264) | > loss_disc_real_3: 0.21822085976600647 (0.20618807477178322) | > loss_disc_real_4: 0.2764762043952942 (0.2147444279170503) | > loss_disc_real_5: 0.2264045625925064 (0.2043697747907836) | > loss_0: 2.246124744415283 (2.237171964386894) | > grad_norm_0: tensor(55.7123, device='cuda:0') (tensor(64.0013, device='cuda:0')) | > loss_gen: 2.9848430156707764 (2.7710324829699955) | > loss_kl: 2.4012444019317627 (2.230834238394457) | > loss_feat: 8.308687210083008 (8.570693369142736) | > loss_mel: 15.803443908691406 (15.48829538791925) | > loss_duration: 1.5773606300354004 (1.6281942793242246) | > amp_scaler: 128.0 (128.44290657439436) | > loss_1: 31.075576782226562 (30.689049836261045) | > grad_norm_1: tensor(1095.3599, device='cuda:0') (tensor(1053.4304, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.7732 (0.7664049449951458) | > loader_time: 0.0108 (0.011101236805371343)  --> TIME: 2025-02-20 01:27:11 -- STEP: 917/924 -- GLOBAL_STEP: 74500 | > loss_disc: 2.3368444442749023 (2.2377698407178377) | > loss_disc_real_0: 0.12295541912317276 (0.1148438964124399) | > loss_disc_real_1: 0.21203191578388214 (0.19326498296879624) | > loss_disc_real_2: 0.2269361913204193 (0.2034606570895911) | > loss_disc_real_3: 0.21208415925502777 (0.20620064450389297) | > loss_disc_real_4: 0.21448788046836853 (0.21466432744180097) | > loss_disc_real_5: 0.21284757554531097 (0.20435927086789057) | > loss_0: 2.3368444442749023 (2.2377698407178377) | > grad_norm_0: tensor(99.8911, device='cuda:0') (tensor(64.5924, device='cuda:0')) | > loss_gen: 2.5961222648620605 (2.769454108979737) | > loss_kl: 2.202162981033325 (2.2343845184132705) | > loss_feat: 7.875006675720215 (8.57382531462475) | > loss_mel: 14.690546035766602 (15.506244416065279) | > loss_duration: 1.6114153861999512 (1.6276564638383255) | > amp_scaler: 128.0 (128.4187568157033) | > loss_1: 28.97525405883789 (30.711564894980924) | > grad_norm_1: tensor(621.7525, device='cuda:0') (tensor(1060.2927, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.7582 (0.7661575582061239) | > loader_time: 0.0106 (0.011098994813542585)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.430999994277954 (2.430999994277954) | > loss_disc_real_0: 0.1367304027080536 (0.1367304027080536) | > loss_disc_real_1: 0.23132391273975372 (0.23132391273975372) | > loss_disc_real_2: 0.22786517441272736 (0.22786517441272736) | > loss_disc_real_3: 0.20653468370437622 (0.20653468370437622) | > loss_disc_real_4: 0.19986023008823395 (0.19986023008823395) | > loss_disc_real_5: 0.20573173463344574 (0.20573173463344574) | > loss_0: 2.430999994277954 (2.430999994277954) | > loss_gen: 2.3147804737091064 (2.3147804737091064) | > loss_kl: 2.0295231342315674 (2.0295231342315674) | > loss_feat: 6.92240047454834 (6.92240047454834) | > loss_mel: 13.7921142578125 (13.7921142578125) | > loss_duration: 1.6763973236083984 (1.6763973236083984) | > loss_1: 26.73521614074707 (26.73521614074707)  --> STEP: 1 | > loss_disc: 2.386596202850342 (2.386596202850342) | > loss_disc_real_0: 0.13466250896453857 (0.13466250896453857) | > loss_disc_real_1: 0.21381455659866333 (0.21381455659866333) | > loss_disc_real_2: 0.21596919000148773 (0.21596919000148773) | > loss_disc_real_3: 0.2297956347465515 (0.2297956347465515) | > loss_disc_real_4: 0.16027502715587616 (0.16027502715587616) | > loss_disc_real_5: 0.2265433371067047 (0.2265433371067047) | > loss_0: 2.386596202850342 (2.386596202850342) | > loss_gen: 2.342569589614868 (2.342569589614868) | > loss_kl: 2.1502649784088135 (2.1502649784088135) | > loss_feat: 8.27941608428955 (8.27941608428955) | > loss_mel: 15.889222145080566 (15.889222145080566) | > loss_duration: 1.6967599391937256 (1.6967599391937256) | > loss_1: 30.358232498168945 (30.358232498168945)  --> STEP: 2 | > loss_disc: 2.383491039276123 (2.3850436210632324) | > loss_disc_real_0: 0.1224609762430191 (0.12856174260377884) | > loss_disc_real_1: 0.23604035377502441 (0.22492745518684387) | > loss_disc_real_2: 0.21757301688194275 (0.21677110344171524) | > loss_disc_real_3: 0.22152003645896912 (0.22565783560276031) | > loss_disc_real_4: 0.18361270427703857 (0.17194386571645737) | > loss_disc_real_5: 0.2425755113363266 (0.23455942422151566) | > loss_0: 2.383491039276123 (2.3850436210632324) | > loss_gen: 2.464779853820801 (2.4036747217178345) | > loss_kl: 2.1317989826202393 (2.1410319805145264) | > loss_feat: 7.848378658294678 (8.063897371292114) | > loss_mel: 15.8176908493042 (15.853456497192383) | > loss_duration: 1.5705161094665527 (1.6336380243301392) | > loss_1: 29.833166122436523 (30.095699310302734)  --> STEP: 3 | > loss_disc: 2.3865203857421875 (2.3855358759562173) | > loss_disc_real_0: 0.1480351984500885 (0.13505289455254874) | > loss_disc_real_1: 0.23676271736621857 (0.22887254257996878) | > loss_disc_real_2: 0.2013377845287323 (0.21162666380405426) | > loss_disc_real_3: 0.20223477482795715 (0.21785014867782593) | > loss_disc_real_4: 0.20894932746887207 (0.18427901963392893) | > loss_disc_real_5: 0.2374444454908371 (0.23552109797795615) | > loss_0: 2.3865203857421875 (2.3855358759562173) | > loss_gen: 2.4520957469940186 (2.4198150634765625) | > loss_kl: 2.183467149734497 (2.155177036921183) | > loss_feat: 7.664318084716797 (7.930704275767009) | > loss_mel: 14.904685020446777 (15.537199338277182) | > loss_duration: 1.6431403160095215 (1.6368054548899333) | > loss_1: 28.847705841064453 (29.67970148722331)  --> STEP: 4 | > loss_disc: 2.458599805831909 (2.4038018584251404) | > loss_disc_real_0: 0.13458456099033356 (0.13493581116199493) | > loss_disc_real_1: 0.23224841058254242 (0.22971650958061218) | > loss_disc_real_2: 0.2170500010251999 (0.21298249810934067) | > loss_disc_real_3: 0.21796198189258575 (0.21787810698151588) | > loss_disc_real_4: 0.22452054917812347 (0.19433940201997757) | > loss_disc_real_5: 0.2026599943637848 (0.2273058220744133) | > loss_0: 2.458599805831909 (2.4038018584251404) | > loss_gen: 2.2506208419799805 (2.377516508102417) | > loss_kl: 2.14115571975708 (2.1516717076301575) | > loss_feat: 7.316859245300293 (7.77724301815033) | > loss_mel: 13.041632652282715 (14.913307666778564) | > loss_duration: 1.753655195236206 (1.6660178899765015) | > loss_1: 26.503925323486328 (28.885757446289062)  --> STEP: 5 | > loss_disc: 2.3695743083953857 (2.3969563484191894) | > loss_disc_real_0: 0.1774602085351944 (0.14344069063663484) | > loss_disc_real_1: 0.2573816776275635 (0.23524954319000244) | > loss_disc_real_2: 0.22214168310165405 (0.21481433510780334) | > loss_disc_real_3: 0.1479923129081726 (0.20390094816684723) | > loss_disc_real_4: 0.13207758963108063 (0.18188703954219818) | > loss_disc_real_5: 0.23857328295707703 (0.22955931425094606) | > loss_0: 2.3695743083953857 (2.3969563484191894) | > loss_gen: 2.265470504760742 (2.355107307434082) | > loss_kl: 2.3085756301879883 (2.183052492141724) | > loss_feat: 7.566402912139893 (7.735074996948242) | > loss_mel: 15.631409645080566 (15.056928062438965) | > loss_duration: 1.5291227102279663 (1.6386388540267944) | > loss_1: 29.300983428955078 (28.968802642822265) --> EVAL PERFORMANCE | > avg_loader_time: 0.15370635986328124 (-0.0026993751525878906) | > avg_loss_disc: 2.3969563484191894 (+0.04765982627868626) | > avg_loss_disc_real_0: 0.14344069063663484 (+0.05908384919166566) | > avg_loss_disc_real_1: 0.23524954319000244 (+0.028627604246139526) | > avg_loss_disc_real_2: 0.21481433510780334 (+0.01583877801895142) | > avg_loss_disc_real_3: 0.20390094816684723 (-0.027689442038536072) | > avg_loss_disc_real_4: 0.18188703954219818 (-0.04760059416294099) | > avg_loss_disc_real_5: 0.22955931425094606 (+0.005360916256904602) | > avg_loss_0: 2.3969563484191894 (+0.04765982627868626) | > avg_loss_gen: 2.355107307434082 (+0.01774296760559091) | > avg_loss_kl: 2.183052492141724 (+0.1804852724075321) | > avg_loss_feat: 7.735074996948242 (+0.0485209465026859) | > avg_loss_mel: 15.056928062438965 (+0.4536846160888679) | > avg_loss_duration: 1.6386388540267944 (-0.003964686393737704) | > avg_loss_1: 28.968802642822265 (+0.6964698791503885)  > EPOCH: 31/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 01:27:24)   --> TIME: 2025-02-20 01:27:59 -- STEP: 43/924 -- GLOBAL_STEP: 74550 | > loss_disc: 2.341526508331299 (2.2880175779032155) | > loss_disc_real_0: 0.18458297848701477 (0.14069067089017046) | > loss_disc_real_1: 0.18804684281349182 (0.19469549281652584) | > loss_disc_real_2: 0.18576836585998535 (0.2059676920951799) | > loss_disc_real_3: 0.24091902375221252 (0.20897670783275782) | > loss_disc_real_4: 0.23108834028244019 (0.21445714942244595) | > loss_disc_real_5: 0.2206026017665863 (0.20558339426683825) | > loss_0: 2.341526508331299 (2.2880175779032155) | > grad_norm_0: tensor(104.7279, device='cuda:0') (tensor(72.8659, device='cuda:0')) | > loss_gen: 2.8418617248535156 (2.743328050125477) | > loss_kl: 2.3225672245025635 (2.2319956907006193) | > loss_feat: 8.220946311950684 (8.48403572481732) | > loss_mel: 14.989967346191406 (15.542737384175146) | > loss_duration: 1.6351737976074219 (1.6275900990463967) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.010517120361328 (30.629686932231106) | > grad_norm_1: tensor(687.9753, device='cuda:0') (tensor(1111.8933, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.808 (0.7584583038507506) | > loader_time: 0.0132 (0.010918145955995072)  --> TIME: 2025-02-20 01:28:38 -- STEP: 93/924 -- GLOBAL_STEP: 74600 | > loss_disc: 2.468961477279663 (2.264494146070173) | > loss_disc_real_0: 0.26167312264442444 (0.12140448968256673) | > loss_disc_real_1: 0.19892945885658264 (0.1953949466828377) | > loss_disc_real_2: 0.17976973950862885 (0.2054793115264626) | > loss_disc_real_3: 0.17850437760353088 (0.20886102783423593) | > loss_disc_real_4: 0.19794058799743652 (0.21420181983260697) | > loss_disc_real_5: 0.16979604959487915 (0.20717909836000012) | > loss_0: 2.468961477279663 (2.264494146070173) | > grad_norm_0: tensor(156.1504, device='cuda:0') (tensor(64.8086, device='cuda:0')) | > loss_gen: 2.454401731491089 (2.7605813318683263) | > loss_kl: 2.1491222381591797 (2.220450583324636) | > loss_feat: 7.433231830596924 (8.522288281430475) | > loss_mel: 13.916162490844727 (15.572466655444073) | > loss_duration: 1.6405839920043945 (1.6300351799175297) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.593502044677734 (30.705821908930297) | > grad_norm_1: tensor(1033.4177, device='cuda:0') (tensor(1036.7743, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.8048 (0.761218229929606) | > loader_time: 0.0132 (0.011453467030679025)  --> TIME: 2025-02-20 01:29:17 -- STEP: 143/924 -- GLOBAL_STEP: 74650 | > loss_disc: 2.1420087814331055 (2.2650226871450463) | > loss_disc_real_0: 0.09819711744785309 (0.11697250635890694) | > loss_disc_real_1: 0.1681479811668396 (0.19607096285253137) | > loss_disc_real_2: 0.19849848747253418 (0.20465013957940617) | > loss_disc_real_3: 0.18513624370098114 (0.21045229318258638) | > loss_disc_real_4: 0.2083672136068344 (0.2145197972967908) | > loss_disc_real_5: 0.17435239255428314 (0.208613108817514) | > loss_0: 2.1420087814331055 (2.2650226871450463) | > grad_norm_0: tensor(56.4123, device='cuda:0') (tensor(63.3969, device='cuda:0')) | > loss_gen: 2.734598159790039 (2.746948465600714) | > loss_kl: 2.3443093299865723 (2.2357406699574067) | > loss_feat: 9.20564079284668 (8.471035130374077) | > loss_mel: 16.65046501159668 (15.498573389920322) | > loss_duration: 1.651658058166504 (1.6305830712085) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.586669921875 (30.582880673708615) | > grad_norm_1: tensor(660.7537, device='cuda:0') (tensor(1026.0649, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.7805 (0.7583865802604833) | > loader_time: 0.0176 (0.01134235208684748)  --> TIME: 2025-02-20 01:29:56 -- STEP: 193/924 -- GLOBAL_STEP: 74700 | > loss_disc: 2.454566717147827 (2.2557376499620734) | > loss_disc_real_0: 0.10448742657899857 (0.11542813169137801) | > loss_disc_real_1: 0.20486125349998474 (0.19524382579820768) | > loss_disc_real_2: 0.22543935477733612 (0.2043923301709131) | > loss_disc_real_3: 0.20586633682250977 (0.2098174291262354) | > loss_disc_real_4: 0.2219782918691635 (0.2144386319762067) | > loss_disc_real_5: 0.22397588193416595 (0.20825101049144035) | > loss_0: 2.454566717147827 (2.2557376499620734) | > grad_norm_0: tensor(48.6452, device='cuda:0') (tensor(64.6100, device='cuda:0')) | > loss_gen: 2.4434285163879395 (2.7627070258936115) | > loss_kl: 2.2649269104003906 (2.2502082666584884) | > loss_feat: 7.795479774475098 (8.529112897388673) | > loss_mel: 15.691811561584473 (15.488605222553787) | > loss_duration: 1.6538609266281128 (1.627460387704286) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.849506378173828 (30.65809376375663) | > grad_norm_1: tensor(1089.2789, device='cuda:0') (tensor(1005.1664, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.7905 (0.7596620228624097) | > loader_time: 0.0143 (0.0113186898009147)  --> TIME: 2025-02-20 01:30:35 -- STEP: 243/924 -- GLOBAL_STEP: 74750 | > loss_disc: 2.2154247760772705 (2.2456173597539886) | > loss_disc_real_0: 0.052234526723623276 (0.1125169904143722) | > loss_disc_real_1: 0.20086973905563354 (0.19485172911435986) | > loss_disc_real_2: 0.18028518557548523 (0.2037887122528053) | > loss_disc_real_3: 0.23620843887329102 (0.2095293476871011) | > loss_disc_real_4: 0.2343416064977646 (0.2139159038724232) | > loss_disc_real_5: 0.2038244605064392 (0.20685871429894687) | > loss_0: 2.2154247760772705 (2.2456173597539886) | > grad_norm_0: tensor(113.1291, device='cuda:0') (tensor(64.2795, device='cuda:0')) | > loss_gen: 2.832798480987549 (2.7650640158005704) | > loss_kl: 2.187847137451172 (2.254717301929931) | > loss_feat: 8.634303092956543 (8.537474261389837) | > loss_mel: 15.623191833496094 (15.443046444237478) | > loss_duration: 1.611196517944336 (1.62829420252592) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.88933753967285 (30.628596239129212) | > grad_norm_1: tensor(1215.7928, device='cuda:0') (tensor(1020.5307, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.7876 (0.7629173743871995) | > loader_time: 0.0129 (0.011339664459228512)  --> TIME: 2025-02-20 01:31:14 -- STEP: 293/924 -- GLOBAL_STEP: 74800 | > loss_disc: 2.146249294281006 (2.250854765188978) | > loss_disc_real_0: 0.1153528243303299 (0.11361355213734477) | > loss_disc_real_1: 0.1965237259864807 (0.19497125445779276) | > loss_disc_real_2: 0.19360244274139404 (0.20404010965352173) | > loss_disc_real_3: 0.2220761775970459 (0.20915257793441155) | > loss_disc_real_4: 0.20475535094738007 (0.21431161066574447) | > loss_disc_real_5: 0.19058024883270264 (0.20742078456048677) | > loss_0: 2.146249294281006 (2.250854765188978) | > grad_norm_0: tensor(47.2076, device='cuda:0') (tensor(64.8565, device='cuda:0')) | > loss_gen: 3.0104048252105713 (2.761212419731218) | > loss_kl: 2.31490421295166 (2.2455104980045633) | > loss_feat: 8.938942909240723 (8.501083196633502) | > loss_mel: 16.09351921081543 (15.404307088754283) | > loss_duration: 1.627549648284912 (1.629123435085544) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.985321044921875 (30.541236649601124) | > grad_norm_1: tensor(1160.6538, device='cuda:0') (tensor(1022.0968, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.7794 (0.7631718396326789) | > loader_time: 0.0116 (0.011350588586956971)  --> TIME: 2025-02-20 01:31:54 -- STEP: 343/924 -- GLOBAL_STEP: 74850 | > loss_disc: 2.3601932525634766 (2.253966584150019) | > loss_disc_real_0: 0.09583690762519836 (0.11450265024302653) | > loss_disc_real_1: 0.2285545915365219 (0.19528587371024028) | > loss_disc_real_2: 0.20999775826931 (0.20422654653255862) | > loss_disc_real_3: 0.21866343915462494 (0.20889472088209038) | > loss_disc_real_4: 0.22219938039779663 (0.21431255931409385) | > loss_disc_real_5: 0.22304131090641022 (0.20831748773683267) | > loss_0: 2.3601932525634766 (2.253966584150019) | > grad_norm_0: tensor(47.0015, device='cuda:0') (tensor(65.9997, device='cuda:0')) | > loss_gen: 2.6575777530670166 (2.75586937606856) | > loss_kl: 2.1643457412719727 (2.2368507392204884) | > loss_feat: 7.738203048706055 (8.476913160207312) | > loss_mel: 15.10571575164795 (15.385799116017868) | > loss_duration: 1.6318145990371704 (1.6286319393458242) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.297657012939453 (30.48406432460418) | > grad_norm_1: tensor(1636.2351, device='cuda:0') (tensor(1091.8508, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.7634 (0.7644804851654323) | > loader_time: 0.0108 (0.011416895396507863)  --> TIME: 2025-02-20 01:32:33 -- STEP: 393/924 -- GLOBAL_STEP: 74900 | > loss_disc: 2.298752546310425 (2.2548810832069717) | > loss_disc_real_0: 0.13851283490657806 (0.11498052428734819) | > loss_disc_real_1: 0.16520991921424866 (0.19542879632107782) | > loss_disc_real_2: 0.19377796351909637 (0.2044137932417047) | > loss_disc_real_3: 0.22035612165927887 (0.20881439059138593) | > loss_disc_real_4: 0.19477467238903046 (0.2143431874252761) | > loss_disc_real_5: 0.20520246028900146 (0.20775670692817555) | > loss_0: 2.298752546310425 (2.2548810832069717) | > grad_norm_0: tensor(133.4739, device='cuda:0') (tensor(67.4659, device='cuda:0')) | > loss_gen: 2.6295690536499023 (2.754836302677182) | > loss_kl: 2.2116870880126953 (2.2289892686839017) | > loss_feat: 7.88191556930542 (8.470520445408708) | > loss_mel: 14.909370422363281 (15.394877487163203) | > loss_duration: 1.6224861145019531 (1.6284690385556404) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.255027770996094 (30.477692543398636) | > grad_norm_1: tensor(1406.6227, device='cuda:0') (tensor(1107.7489, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.7525 (0.7647482196186641) | > loader_time: 0.0106 (0.011471187188728468)  --> TIME: 2025-02-20 01:33:12 -- STEP: 443/924 -- GLOBAL_STEP: 74950 | > loss_disc: 2.2284884452819824 (2.2492042822977747) | > loss_disc_real_0: 0.12226737290620804 (0.11344839154866694) | > loss_disc_real_1: 0.2326686680316925 (0.19512228068998652) | > loss_disc_real_2: 0.21157394349575043 (0.20396744370729605) | > loss_disc_real_3: 0.2064805030822754 (0.20847939361837048) | > loss_disc_real_4: 0.2023387849330902 (0.21421601883982966) | > loss_disc_real_5: 0.19915807247161865 (0.20737907882468698) | > loss_0: 2.2284884452819824 (2.2492042822977747) | > grad_norm_0: tensor(47.1204, device='cuda:0') (tensor(66.5131, device='cuda:0')) | > loss_gen: 2.6071462631225586 (2.761462682525943) | > loss_kl: 2.2218592166900635 (2.226632444099701) | > loss_feat: 8.198646545410156 (8.498247156293873) | > loss_mel: 15.282557487487793 (15.41906435817951) | > loss_duration: 1.6536990404129028 (1.628336543154232) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.963911056518555 (30.533743184522365) | > grad_norm_1: tensor(333.8550, device='cuda:0') (tensor(1098.2601, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.8044 (0.7649467508087849) | > loader_time: 0.0113 (0.011492787311631454)  --> TIME: 2025-02-20 01:33:51 -- STEP: 493/924 -- GLOBAL_STEP: 75000 | > loss_disc: 2.3300421237945557 (2.246353166098527) | > loss_disc_real_0: 0.1156003400683403 (0.11252544478005135) | > loss_disc_real_1: 0.22325526177883148 (0.19481591819870545) | > loss_disc_real_2: 0.21310429275035858 (0.20406863292864322) | > loss_disc_real_3: 0.2442212998867035 (0.2082695172415785) | > loss_disc_real_4: 0.2313111126422882 (0.2142248109255069) | > loss_disc_real_5: 0.24214869737625122 (0.20707083797237213) | > loss_0: 2.3300421237945557 (2.246353166098527) | > grad_norm_0: tensor(83.7502, device='cuda:0') (tensor(66.5933, device='cuda:0')) | > loss_gen: 2.819732904434204 (2.7646222733580785) | > loss_kl: 2.2770113945007324 (2.224647300963953) | > loss_feat: 7.82719087600708 (8.500655815519124) | > loss_mel: 15.126896858215332 (15.412472902882172) | > loss_duration: 1.639369249343872 (1.629023888773657) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.690200805664062 (30.53142217980437) | > grad_norm_1: tensor(1208.8419, device='cuda:0') (tensor(1090.8441, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.7757 (0.7653795633064566) | > loader_time: 0.0136 (0.01151022466152725) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_75000.pth  --> TIME: 2025-02-20 01:34:33 -- STEP: 543/924 -- GLOBAL_STEP: 75050 | > loss_disc: 2.3168225288391113 (2.244486973211032) | > loss_disc_real_0: 0.16907446086406708 (0.11163025063978814) | > loss_disc_real_1: 0.1906050592660904 (0.19470415575838) | > loss_disc_real_2: 0.22775432467460632 (0.20420043346082747) | > loss_disc_real_3: 0.19206403195858002 (0.2082774513169546) | > loss_disc_real_4: 0.21235805749893188 (0.21439890214970975) | > loss_disc_real_5: 0.23621633648872375 (0.20679769180646485) | > loss_0: 2.3168225288391113 (2.244486973211032) | > grad_norm_0: tensor(171.9892, device='cuda:0') (tensor(66.9963, device='cuda:0')) | > loss_gen: 2.669522762298584 (2.7694763825523685) | > loss_kl: 2.4208126068115234 (2.230419094391291) | > loss_feat: 8.387977600097656 (8.518281648611266) | > loss_mel: 15.50467300415039 (15.425749014754322) | > loss_duration: 1.6372520923614502 (1.6296963314105573) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.6202392578125 (30.57362248401396) | > grad_norm_1: tensor(981.6689, device='cuda:0') (tensor(1070.8445, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.7538 (0.7651654664104595) | > loader_time: 0.01 (0.011483174002631593)  --> TIME: 2025-02-20 01:35:12 -- STEP: 593/924 -- GLOBAL_STEP: 75100 | > loss_disc: 2.1608757972717285 (2.240080230151622) | > loss_disc_real_0: 0.07258579134941101 (0.11006900490988768) | > loss_disc_real_1: 0.20348824560642242 (0.19435652025031394) | > loss_disc_real_2: 0.195106640458107 (0.20385888221392548) | > loss_disc_real_3: 0.1987195760011673 (0.208307323100997) | > loss_disc_real_4: 0.21031056344509125 (0.2142246775391934) | > loss_disc_real_5: 0.2006622701883316 (0.206732902669585) | > loss_0: 2.1608757972717285 (2.240080230151622) | > grad_norm_0: tensor(13.4515, device='cuda:0') (tensor(66.3270, device='cuda:0')) | > loss_gen: 2.864665985107422 (2.772111663126824) | > loss_kl: 2.0550291538238525 (2.2302146126809848) | > loss_feat: 8.79578971862793 (8.527510187075059) | > loss_mel: 14.340499877929688 (15.415778731013228) | > loss_duration: 1.6261742115020752 (1.6292535989320702) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.682159423828125 (30.57486880529188) | > grad_norm_1: tensor(590.3972, device='cuda:0') (tensor(1063.2557, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.7634 (0.7652126500417568) | > loader_time: 0.0106 (0.011473629969167468)  --> TIME: 2025-02-20 01:35:51 -- STEP: 643/924 -- GLOBAL_STEP: 75150 | > loss_disc: 2.4858968257904053 (2.2412482635415) | > loss_disc_real_0: 0.17614130675792694 (0.11033780430190114) | > loss_disc_real_1: 0.1898035854101181 (0.1944513426830015) | > loss_disc_real_2: 0.19919201731681824 (0.20381802496606055) | > loss_disc_real_3: 0.21883033215999603 (0.20828229902691642) | > loss_disc_real_4: 0.21307645738124847 (0.21435465446990534) | > loss_disc_real_5: 0.27176633477211 (0.2068452211458983) | > loss_0: 2.4858968257904053 (2.2412482635415) | > grad_norm_0: tensor(59.8056, device='cuda:0') (tensor(66.7491, device='cuda:0')) | > loss_gen: 2.2585527896881104 (2.771150374672088) | > loss_kl: 2.2417445182800293 (2.2289716847020764) | > loss_feat: 6.435946941375732 (8.519633336905184) | > loss_mel: 12.375056266784668 (15.407878227589846) | > loss_duration: 1.5560789108276367 (1.6285737176334505) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.86737823486328 (30.556207342429627) | > grad_norm_1: tensor(318.0490, device='cuda:0') (tensor(1072.0166, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.7771 (0.7654397446853373) | > loader_time: 0.0109 (0.011473604160741922)  --> TIME: 2025-02-20 01:36:30 -- STEP: 693/924 -- GLOBAL_STEP: 75200 | > loss_disc: 2.1881351470947266 (2.2424981604406855) | > loss_disc_real_0: 0.1272393763065338 (0.11141733455903087) | > loss_disc_real_1: 0.1872439980506897 (0.19435997816907372) | > loss_disc_real_2: 0.21379829943180084 (0.20390378454804944) | > loss_disc_real_3: 0.2062990665435791 (0.20819868562369465) | > loss_disc_real_4: 0.21476487815380096 (0.2143385230548798) | > loss_disc_real_5: 0.2030615359544754 (0.2066306408607598) | > loss_0: 2.1881351470947266 (2.2424981604406855) | > grad_norm_0: tensor(86.2717, device='cuda:0') (tensor(67.2588, device='cuda:0')) | > loss_gen: 2.8499372005462646 (2.768661017025702) | > loss_kl: 2.174064874649048 (2.2318637648014104) | > loss_feat: 8.252986907958984 (8.51395887661117) | > loss_mel: 15.207193374633789 (15.405985171660717) | > loss_duration: 1.6959373950958252 (1.628605212140049) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.18012046813965 (30.549074057376746) | > grad_norm_1: tensor(702.5554, device='cuda:0') (tensor(1077.3456, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.7977 (0.7655209889487612) | > loader_time: 0.0119 (0.011498756738968224)  --> TIME: 2025-02-20 01:37:10 -- STEP: 743/924 -- GLOBAL_STEP: 75250 | > loss_disc: 2.238020420074463 (2.24121822563187) | > loss_disc_real_0: 0.12752556800842285 (0.11029489137843994) | > loss_disc_real_1: 0.19825796782970428 (0.19440765183514244) | > loss_disc_real_2: 0.20478081703186035 (0.20418485736381647) | > loss_disc_real_3: 0.1896914690732956 (0.2080934012602027) | > loss_disc_real_4: 0.21519777178764343 (0.214460536998021) | > loss_disc_real_5: 0.2250637412071228 (0.2065941901579198) | > loss_0: 2.238020420074463 (2.24121822563187) | > grad_norm_0: tensor(35.9485, device='cuda:0') (tensor(66.3205, device='cuda:0')) | > loss_gen: 2.7718088626861572 (2.7700740646064506) | > loss_kl: 2.2216062545776367 (2.2352874354430488) | > loss_feat: 7.9718337059021 (8.519246885625694) | > loss_mel: 14.299808502197266 (15.409884922597483) | > loss_duration: 1.6160824298858643 (1.628470157710572) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.881139755249023 (30.562963490851956) | > grad_norm_1: tensor(853.8497, device='cuda:0') (tensor(1073.9448, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.7644 (0.7657414493458105) | > loader_time: 0.012 (0.01149933238690506)  --> TIME: 2025-02-20 01:37:49 -- STEP: 793/924 -- GLOBAL_STEP: 75300 | > loss_disc: 2.317049026489258 (2.2384299929776406) | > loss_disc_real_0: 0.12826846539974213 (0.10920586870116514) | > loss_disc_real_1: 0.20487092435359955 (0.19418595577173237) | > loss_disc_real_2: 0.23568522930145264 (0.20400003632260458) | > loss_disc_real_3: 0.21668606996536255 (0.20813471127728947) | > loss_disc_real_4: 0.2091018706560135 (0.21439550448711703) | > loss_disc_real_5: 0.182341530919075 (0.20655189589849784) | > loss_0: 2.317049026489258 (2.2384299929776406) | > grad_norm_0: tensor(74.2719, device='cuda:0') (tensor(66.1467, device='cuda:0')) | > loss_gen: 2.7161126136779785 (2.7732564059061464) | > loss_kl: 2.2954599857330322 (2.2364259985326034) | > loss_feat: 7.573307514190674 (8.529291294261451) | > loss_mel: 13.940903663635254 (15.408797005536728) | > loss_duration: 1.623152732849121 (1.629087226387832) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.148937225341797 (30.57685796730455) | > grad_norm_1: tensor(673.8107, device='cuda:0') (tensor(1061.0795, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.7222 (0.7657206338110364) | > loader_time: 0.0092 (0.011491572571281828)  --> TIME: 2025-02-20 01:38:28 -- STEP: 843/924 -- GLOBAL_STEP: 75350 | > loss_disc: 2.407959461212158 (2.2372860580435328) | > loss_disc_real_0: 0.16624994575977325 (0.10935388138674615) | > loss_disc_real_1: 0.2192104160785675 (0.19402554187556878) | > loss_disc_real_2: 0.24295836687088013 (0.2038445765614369) | > loss_disc_real_3: 0.22723498940467834 (0.20809300362286054) | > loss_disc_real_4: 0.23854179680347443 (0.21429988725965982) | > loss_disc_real_5: 0.23728728294372559 (0.2064822317407083) | > loss_0: 2.407959461212158 (2.2372860580435328) | > grad_norm_0: tensor(86.3778, device='cuda:0') (tensor(66.5882, device='cuda:0')) | > loss_gen: 2.6562724113464355 (2.776113953596048) | > loss_kl: 2.47397780418396 (2.238526860590078) | > loss_feat: 7.967962265014648 (8.538351911949798) | > loss_mel: 15.105023384094238 (15.423391873867628) | > loss_duration: 1.6283786296844482 (1.6290266981894153) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.831613540649414 (30.605411346272643) | > grad_norm_1: tensor(876.9828, device='cuda:0') (tensor(1064.7439, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.789 (0.7661149450892653) | > loader_time: 0.0147 (0.011482309757744008)  --> TIME: 2025-02-20 01:39:07 -- STEP: 893/924 -- GLOBAL_STEP: 75400 | > loss_disc: 2.3507819175720215 (2.2396391433937985) | > loss_disc_real_0: 0.15731526911258698 (0.11056712369068472) | > loss_disc_real_1: 0.16052624583244324 (0.1939023968921129) | > loss_disc_real_2: 0.18545731902122498 (0.20391796572678306) | > loss_disc_real_3: 0.20019473135471344 (0.208200220448306) | > loss_disc_real_4: 0.19087627530097961 (0.21439011837173283) | > loss_disc_real_5: 0.19549155235290527 (0.20635584812749003) | > loss_0: 2.3507819175720215 (2.2396391433937985) | > grad_norm_0: tensor(145.6045, device='cuda:0') (tensor(66.9007, device='cuda:0')) | > loss_gen: 2.70540189743042 (2.773739679396351) | > loss_kl: 2.335864543914795 (2.2389970280955884) | > loss_feat: 8.939787864685059 (8.524692315403845) | > loss_mel: 15.666837692260742 (15.418697300576683) | > loss_duration: 1.62615966796875 (1.6289926749995147) | > amp_scaler: 64.0 (126.5666293393057) | > loss_1: 31.274051666259766 (30.585119040255318) | > grad_norm_1: tensor(1159.4854, device='cuda:0') (tensor(1070.2292, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.7514 (0.7660370596579179) | > loader_time: 0.0108 (0.01147598809117299)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3188018798828125 (2.3188018798828125) | > loss_disc_real_0: 0.12951423227787018 (0.12951423227787018) | > loss_disc_real_1: 0.20952108502388 (0.20952108502388) | > loss_disc_real_2: 0.23244380950927734 (0.23244380950927734) | > loss_disc_real_3: 0.21557602286338806 (0.21557602286338806) | > loss_disc_real_4: 0.19692502915859222 (0.19692502915859222) | > loss_disc_real_5: 0.1754606068134308 (0.1754606068134308) | > loss_0: 2.3188018798828125 (2.3188018798828125) | > loss_gen: 2.475884437561035 (2.475884437561035) | > loss_kl: 2.051945447921753 (2.051945447921753) | > loss_feat: 6.823923587799072 (6.823923587799072) | > loss_mel: 12.397745132446289 (12.397745132446289) | > loss_duration: 1.6789498329162598 (1.6789498329162598) | > loss_1: 25.42844581604004 (25.42844581604004)  --> STEP: 1 | > loss_disc: 2.256840229034424 (2.256840229034424) | > loss_disc_real_0: 0.11218788474798203 (0.11218788474798203) | > loss_disc_real_1: 0.1919783502817154 (0.1919783502817154) | > loss_disc_real_2: 0.22784434258937836 (0.22784434258937836) | > loss_disc_real_3: 0.21930114924907684 (0.21930114924907684) | > loss_disc_real_4: 0.1958385556936264 (0.1958385556936264) | > loss_disc_real_5: 0.19182370603084564 (0.19182370603084564) | > loss_0: 2.256840229034424 (2.256840229034424) | > loss_gen: 2.581073522567749 (2.581073522567749) | > loss_kl: 2.1785523891448975 (2.1785523891448975) | > loss_feat: 8.083378791809082 (8.083378791809082) | > loss_mel: 15.065144538879395 (15.065144538879395) | > loss_duration: 1.6924903392791748 (1.6924903392791748) | > loss_1: 29.60063934326172 (29.60063934326172)  --> STEP: 2 | > loss_disc: 2.3243837356567383 (2.290611982345581) | > loss_disc_real_0: 0.12443581968545914 (0.11831185221672058) | > loss_disc_real_1: 0.18411092460155487 (0.18804463744163513) | > loss_disc_real_2: 0.22013729810714722 (0.2239908203482628) | > loss_disc_real_3: 0.2058543860912323 (0.21257776767015457) | > loss_disc_real_4: 0.19042709469795227 (0.19313282519578934) | > loss_disc_real_5: 0.19429944455623627 (0.19306157529354095) | > loss_0: 2.3243837356567383 (2.290611982345581) | > loss_gen: 2.4064571857452393 (2.493765354156494) | > loss_kl: 2.1761229038238525 (2.177337646484375) | > loss_feat: 6.970683574676514 (7.527031183242798) | > loss_mel: 12.91246509552002 (13.988804817199707) | > loss_duration: 1.577558994293213 (1.6350246667861938) | > loss_1: 26.043289184570312 (27.821964263916016)  --> STEP: 3 | > loss_disc: 2.320604085922241 (2.3006093502044678) | > loss_disc_real_0: 0.1057019829750061 (0.11410856246948242) | > loss_disc_real_1: 0.18442830443382263 (0.18683919310569763) | > loss_disc_real_2: 0.225506991147995 (0.22449621061484018) | > loss_disc_real_3: 0.22495150566101074 (0.21670234700043997) | > loss_disc_real_4: 0.2153998464345932 (0.20055516560872397) | > loss_disc_real_5: 0.20395784080028534 (0.1966936637957891) | > loss_0: 2.320604085922241 (2.3006093502044678) | > loss_gen: 2.5275943279266357 (2.5050416787465415) | > loss_kl: 2.0280590057373047 (2.127578099568685) | > loss_feat: 7.2675089836120605 (7.440523783365886) | > loss_mel: 13.544931411743164 (13.84084701538086) | > loss_duration: 1.6502768993377686 (1.6401087443033855) | > loss_1: 27.018369674682617 (27.554099400838215)  --> STEP: 4 | > loss_disc: 2.180232048034668 (2.270515024662018) | > loss_disc_real_0: 0.0986422523856163 (0.11024198494851589) | > loss_disc_real_1: 0.1849072426557541 (0.18635620549321175) | > loss_disc_real_2: 0.20248271524906158 (0.21899283677339554) | > loss_disc_real_3: 0.21155883371829987 (0.21541646867990494) | > loss_disc_real_4: 0.19423596560955048 (0.1989753656089306) | > loss_disc_real_5: 0.18645022809505463 (0.19413280487060547) | > loss_0: 2.180232048034668 (2.270515024662018) | > loss_gen: 2.7206380367279053 (2.5589407682418823) | > loss_kl: 2.036984443664551 (2.1049296855926514) | > loss_feat: 8.965749740600586 (7.8218302726745605) | > loss_mel: 15.450761795043945 (14.24332571029663) | > loss_duration: 1.7736101150512695 (1.6734840869903564) | > loss_1: 30.947742462158203 (28.402510166168213)  --> STEP: 5 | > loss_disc: 2.2699360847473145 (2.270399236679077) | > loss_disc_real_0: 0.06644324213266373 (0.10148223638534545) | > loss_disc_real_1: 0.19214680790901184 (0.18751432597637177) | > loss_disc_real_2: 0.22602885961532593 (0.22040004134178162) | > loss_disc_real_3: 0.2732108533382416 (0.22697534561157226) | > loss_disc_real_4: 0.33591142296791077 (0.22636257708072663) | > loss_disc_real_5: 0.24276064336299896 (0.20385837256908418) | > loss_0: 2.2699360847473145 (2.270399236679077) | > loss_gen: 3.1440887451171875 (2.675970363616943) | > loss_kl: 2.33162784576416 (2.150269317626953) | > loss_feat: 8.859831809997559 (8.02943058013916) | > loss_mel: 16.859872817993164 (14.766635131835937) | > loss_duration: 1.535503625869751 (1.6458879947662353) | > loss_1: 32.730926513671875 (29.268193435668945) --> EVAL PERFORMANCE | > avg_loader_time: 0.153486967086792 (-0.0002193927764892467) | > avg_loss_disc: 2.270399236679077 (-0.1265571117401123) | > avg_loss_disc_real_0: 0.10148223638534545 (-0.041958454251289384) | > avg_loss_disc_real_1: 0.18751432597637177 (-0.047735217213630665) | > avg_loss_disc_real_2: 0.22040004134178162 (+0.005585706233978277) | > avg_loss_disc_real_3: 0.22697534561157226 (+0.02307439744472503) | > avg_loss_disc_real_4: 0.22636257708072663 (+0.044475537538528453) | > avg_loss_disc_real_5: 0.20385837256908418 (-0.025700941681861877) | > avg_loss_0: 2.270399236679077 (-0.1265571117401123) | > avg_loss_gen: 2.675970363616943 (+0.32086305618286115) | > avg_loss_kl: 2.150269317626953 (-0.03278317451477086) | > avg_loss_feat: 8.02943058013916 (+0.29435558319091726) | > avg_loss_mel: 14.766635131835937 (-0.2902929306030284) | > avg_loss_duration: 1.6458879947662353 (+0.007249140739440829) | > avg_loss_1: 29.268193435668945 (+0.2993907928466797)  > EPOCH: 32/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 01:39:39)   --> TIME: 2025-02-20 01:39:56 -- STEP: 19/924 -- GLOBAL_STEP: 75450 | > loss_disc: 2.2095813751220703 (2.2743963944284538) | > loss_disc_real_0: 0.08458517491817474 (0.11271415944946439) | > loss_disc_real_1: 0.17367896437644958 (0.1956607793506823) | > loss_disc_real_2: 0.20654195547103882 (0.20712505986816004) | > loss_disc_real_3: 0.20509718358516693 (0.21121851943041148) | > loss_disc_real_4: 0.20343181490898132 (0.21902588637251602) | > loss_disc_real_5: 0.2187260240316391 (0.2059538560478311) | > loss_0: 2.2095813751220703 (2.2743963944284538) | > grad_norm_0: tensor(43.2425, device='cuda:0') (tensor(84.0377, device='cuda:0')) | > loss_gen: 2.794637441635132 (2.735230521151894) | > loss_kl: 2.2692458629608154 (2.250322655627602) | > loss_feat: 8.325640678405762 (8.254587273848683) | > loss_mel: 15.338144302368164 (15.214508407994321) | > loss_duration: 1.6322636604309082 (1.6210342018227828) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.35993194580078 (30.07568329258969) | > grad_norm_1: tensor(958.6503, device='cuda:0') (tensor(953.5389, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.7641 (0.7635669708251953) | > loader_time: 0.0112 (0.01073984095924779)  --> TIME: 2025-02-20 01:40:35 -- STEP: 69/924 -- GLOBAL_STEP: 75500 | > loss_disc: 2.17110538482666 (2.2457803470501) | > loss_disc_real_0: 0.12853887677192688 (0.11518728787052458) | > loss_disc_real_1: 0.2096492499113083 (0.1932544749284136) | > loss_disc_real_2: 0.2096027433872223 (0.20434828880040543) | > loss_disc_real_3: 0.16591759026050568 (0.20716180533602618) | > loss_disc_real_4: 0.18126659095287323 (0.2142254271800967) | > loss_disc_real_5: 0.21983814239501953 (0.20561175933782605) | > loss_0: 2.17110538482666 (2.2457803470501) | > grad_norm_0: tensor(147.3705, device='cuda:0') (tensor(75.2273, device='cuda:0')) | > loss_gen: 2.8942461013793945 (2.750385778537695) | > loss_kl: 2.253464937210083 (2.2399030405542133) | > loss_feat: 9.100435256958008 (8.439399912737416) | > loss_mel: 16.320964813232422 (15.275493428327035) | > loss_duration: 1.6955556869506836 (1.6317211942396301) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.26466751098633 (30.336903502975684) | > grad_norm_1: tensor(1270.5895, device='cuda:0') (tensor(1300.5088, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.7593 (0.7630610707877339) | > loader_time: 0.0137 (0.011253647182298742)  --> TIME: 2025-02-20 01:41:13 -- STEP: 119/924 -- GLOBAL_STEP: 75550 | > loss_disc: 2.273833751678467 (2.24752608367375) | > loss_disc_real_0: 0.15867339074611664 (0.11473741075571846) | > loss_disc_real_1: 0.1816709190607071 (0.1937761732510158) | > loss_disc_real_2: 0.22465211153030396 (0.2060671480012541) | > loss_disc_real_3: 0.21397517621517181 (0.20668677722706513) | > loss_disc_real_4: 0.2289404571056366 (0.21412494202621846) | > loss_disc_real_5: 0.199889674782753 (0.20497325119100696) | > loss_0: 2.273833751678467 (2.24752608367375) | > grad_norm_0: tensor(33.7969, device='cuda:0') (tensor(72.8516, device='cuda:0')) | > loss_gen: 2.564999580383301 (2.757283216764947) | > loss_kl: 2.305894374847412 (2.2458816806809243) | > loss_feat: 7.869422912597656 (8.45768942552455) | > loss_mel: 14.663565635681152 (15.375863043200068) | > loss_duration: 1.606929063796997 (1.6327897320274545) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.01081085205078 (30.469507281519785) | > grad_norm_1: tensor(323.3755, device='cuda:0') (tensor(1164.4565, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.7213 (0.76134024948633) | > loader_time: 0.0124 (0.011337121995557257)  --> TIME: 2025-02-20 01:41:53 -- STEP: 169/924 -- GLOBAL_STEP: 75600 | > loss_disc: 2.049699544906616 (2.2460824095991234) | > loss_disc_real_0: 0.09692809730768204 (0.11605229444757721) | > loss_disc_real_1: 0.17615947127342224 (0.19289365146287094) | > loss_disc_real_2: 0.1961679607629776 (0.2054406678711874) | > loss_disc_real_3: 0.15360012650489807 (0.2067620806263748) | > loss_disc_real_4: 0.20918457210063934 (0.21416903256311925) | > loss_disc_real_5: 0.2201472967863083 (0.20501740140146044) | > loss_0: 2.049699544906616 (2.2460824095991234) | > grad_norm_0: tensor(45.4308, device='cuda:0') (tensor(74.8534, device='cuda:0')) | > loss_gen: 3.0536012649536133 (2.7583539231994445) | > loss_kl: 2.2816903591156006 (2.235866837247589) | > loss_feat: 9.107161521911621 (8.469224946738706) | > loss_mel: 15.037744522094727 (15.380211203761355) | > loss_duration: 1.6048791408538818 (1.6321651526456753) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.0850772857666 (30.47582217786439) | > grad_norm_1: tensor(390.8453, device='cuda:0') (tensor(1211.7573, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.7733 (0.7656117543666319) | > loader_time: 0.0104 (0.011250230687609785)  --> TIME: 2025-02-20 01:42:32 -- STEP: 219/924 -- GLOBAL_STEP: 75650 | > loss_disc: 2.2330596446990967 (2.237221183842175) | > loss_disc_real_0: 0.14268848299980164 (0.1114329625278303) | > loss_disc_real_1: 0.1895582377910614 (0.19314515658709558) | > loss_disc_real_2: 0.1980394423007965 (0.20488491994605212) | > loss_disc_real_3: 0.16383640468120575 (0.20624999974144098) | > loss_disc_real_4: 0.17990215122699738 (0.21401093539581995) | > loss_disc_real_5: 0.2244735062122345 (0.20464608682208948) | > loss_0: 2.2330596446990967 (2.237221183842175) | > grad_norm_0: tensor(65.7364, device='cuda:0') (tensor(71.0796, device='cuda:0')) | > loss_gen: 2.825756072998047 (2.7690102128677707) | > loss_kl: 2.20005202293396 (2.233110749558228) | > loss_feat: 8.447948455810547 (8.496830628887167) | > loss_mel: 15.918030738830566 (15.391245153940975) | > loss_duration: 1.664792776107788 (1.6312383337107967) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.056581497192383 (30.521435167147143) | > grad_norm_1: tensor(1000.7983, device='cuda:0') (tensor(1163.8243, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.7229 (0.7657027756242446) | > loader_time: 0.0097 (0.011232395694680404)  --> TIME: 2025-02-20 01:43:11 -- STEP: 269/924 -- GLOBAL_STEP: 75700 | > loss_disc: 2.299923896789551 (2.2448924097429854) | > loss_disc_real_0: 0.1474093198776245 (0.11508547682245868) | > loss_disc_real_1: 0.15174488723278046 (0.19327833218202276) | > loss_disc_real_2: 0.18876971304416656 (0.2051103642438867) | > loss_disc_real_3: 0.23020292818546295 (0.20596638294179195) | > loss_disc_real_4: 0.18992795050144196 (0.21401560350864796) | > loss_disc_real_5: 0.1883097141981125 (0.20492714657327052) | > loss_0: 2.299923896789551 (2.2448924097429854) | > grad_norm_0: tensor(67.1785, device='cuda:0') (tensor(71.9968, device='cuda:0')) | > loss_gen: 2.6969587802886963 (2.7598791796035473) | > loss_kl: 2.237856388092041 (2.2145128387500814) | > loss_feat: 8.110410690307617 (8.46684527308525) | > loss_mel: 15.205306053161621 (15.38348590397037) | > loss_duration: 1.677985668182373 (1.6322026771240516) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.928518295288086 (30.456925970027882) | > grad_norm_1: tensor(1426.3955, device='cuda:0') (tensor(1162.5922, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.7664 (0.7656629227351077) | > loader_time: 0.0105 (0.011182305538078217)  --> TIME: 2025-02-20 01:43:50 -- STEP: 319/924 -- GLOBAL_STEP: 75750 | > loss_disc: 2.110166549682617 (2.240877116735452) | > loss_disc_real_0: 0.1096319630742073 (0.11571596952908465) | > loss_disc_real_1: 0.181703582406044 (0.19267523466232805) | > loss_disc_real_2: 0.17534805834293365 (0.2046619526177738) | > loss_disc_real_3: 0.18324807286262512 (0.20524015256603678) | > loss_disc_real_4: 0.21344971656799316 (0.21391126275249414) | > loss_disc_real_5: 0.16805928945541382 (0.20399163665722894) | > loss_0: 2.110166549682617 (2.240877116735452) | > grad_norm_0: tensor(97.5668, device='cuda:0') (tensor(73.5585, device='cuda:0')) | > loss_gen: 2.7572052478790283 (2.7636357332845463) | > loss_kl: 2.4817795753479004 (2.211581557895698) | > loss_feat: 8.204977989196777 (8.472934434406447) | > loss_mel: 15.703497886657715 (15.42228046405278) | > loss_duration: 1.6033108234405518 (1.6315186374987176) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.75077247619629 (30.5019509186939) | > grad_norm_1: tensor(1490.0166, device='cuda:0') (tensor(1165.2073, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.7768 (0.7659329082524892) | > loader_time: 0.0112 (0.011205061849755551)  --> TIME: 2025-02-20 01:44:30 -- STEP: 369/924 -- GLOBAL_STEP: 75800 | > loss_disc: 2.1616175174713135 (2.2430091799113168) | > loss_disc_real_0: 0.08049359172582626 (0.11623760533890104) | > loss_disc_real_1: 0.1732759326696396 (0.1926767085868169) | > loss_disc_real_2: 0.22161021828651428 (0.20457991759789992) | > loss_disc_real_3: 0.16380298137664795 (0.2058658901107343) | > loss_disc_real_4: 0.21070416271686554 (0.21401661275040493) | > loss_disc_real_5: 0.17206569015979767 (0.20426954682361134) | > loss_0: 2.1616175174713135 (2.2430091799113168) | > grad_norm_0: tensor(33.3624, device='cuda:0') (tensor(74.4317, device='cuda:0')) | > loss_gen: 2.705617904663086 (2.7630475187689307) | > loss_kl: 2.204057216644287 (2.2144957053952115) | > loss_feat: 8.775955200195312 (8.468287843998864) | > loss_mel: 15.595202445983887 (15.407526073093983) | > loss_duration: 1.681730031967163 (1.631564395537544) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.962562561035156 (30.48492159752988) | > grad_norm_1: tensor(1731.6915, device='cuda:0') (tensor(1169.7284, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.7486 (0.7666172289912939) | > loader_time: 0.0102 (0.011143090602182115)  --> TIME: 2025-02-20 01:45:09 -- STEP: 419/924 -- GLOBAL_STEP: 75850 | > loss_disc: 2.2417497634887695 (2.2442461957794952) | > loss_disc_real_0: 0.15259003639221191 (0.11795176807479812) | > loss_disc_real_1: 0.19705595076084137 (0.19255570779267817) | > loss_disc_real_2: 0.19543173909187317 (0.20492114396965874) | > loss_disc_real_3: 0.20432208478450775 (0.20601280367886532) | > loss_disc_real_4: 0.23852325975894928 (0.21414103150936759) | > loss_disc_real_5: 0.24814803898334503 (0.20374682284269235) | > loss_0: 2.2417497634887695 (2.2442461957794952) | > grad_norm_0: tensor(45.8580, device='cuda:0') (tensor(74.4586, device='cuda:0')) | > loss_gen: 2.8592100143432617 (2.762400637378556) | > loss_kl: 2.263517141342163 (2.216912458221785) | > loss_feat: 9.239099502563477 (8.461467730401534) | > loss_mel: 16.372316360473633 (15.408954674987065) | > loss_duration: 1.6183750629425049 (1.6311681831082179) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.352516174316406 (30.480903716531177) | > grad_norm_1: tensor(1582.8601, device='cuda:0') (tensor(1159.0847, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.7763 (0.7667468072121922) | > loader_time: 0.0124 (0.011142703400022375)  --> TIME: 2025-02-20 01:45:48 -- STEP: 469/924 -- GLOBAL_STEP: 75900 | > loss_disc: 2.442511558532715 (2.2386055839087167) | > loss_disc_real_0: 0.2176223248243332 (0.11545634237942157) | > loss_disc_real_1: 0.20250605046749115 (0.1924771636343206) | > loss_disc_real_2: 0.21535442769527435 (0.2049725819180515) | > loss_disc_real_3: 0.2199416160583496 (0.20597221068481897) | > loss_disc_real_4: 0.24049721658229828 (0.21402484327872429) | > loss_disc_real_5: 0.1935233622789383 (0.2032824807615676) | > loss_0: 2.442511558532715 (2.2386055839087167) | > grad_norm_0: tensor(198.4911, device='cuda:0') (tensor(72.4932, device='cuda:0')) | > loss_gen: 2.5233733654022217 (2.769368167625053) | > loss_kl: 2.3370957374572754 (2.2200964196150275) | > loss_feat: 7.982715129852295 (8.496679877421496) | > loss_mel: 14.388761520385742 (15.39935441820352) | > loss_duration: 1.6597715616226196 (1.6310591806989232) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.89171600341797 (30.5165580716977) | > grad_norm_1: tensor(1858.0864, device='cuda:0') (tensor(1132.5223, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.823 (0.7665078462059818) | > loader_time: 0.0126 (0.011153080315986422)  --> TIME: 2025-02-20 01:46:27 -- STEP: 519/924 -- GLOBAL_STEP: 75950 | > loss_disc: 2.4956140518188477 (2.2348997473487056) | > loss_disc_real_0: 0.19233670830726624 (0.11429457464443811) | > loss_disc_real_1: 0.22061844170093536 (0.1921683446233213) | > loss_disc_real_2: 0.19880782067775726 (0.20462011544460965) | > loss_disc_real_3: 0.2088702768087387 (0.20599175590540858) | > loss_disc_real_4: 0.24335630238056183 (0.2140396095252451) | > loss_disc_real_5: 0.2521273195743561 (0.20358191340128115) | > loss_0: 2.4956140518188477 (2.2348997473487056) | > grad_norm_0: tensor(133.6996, device='cuda:0') (tensor(71.0699, device='cuda:0')) | > loss_gen: 2.5292367935180664 (2.774296842788226) | > loss_kl: 2.410709857940674 (2.223303340533339) | > loss_feat: 8.365546226501465 (8.530658984689586) | > loss_mel: 16.33618927001953 (15.422579627505616) | > loss_duration: 1.6670770645141602 (1.6307139219805913) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.308757781982422 (30.58155273702103) | > grad_norm_1: tensor(1524.3849, device='cuda:0') (tensor(1134.7767, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.7566 (0.7671507038822064) | > loader_time: 0.0132 (0.011151141973359507)  --> TIME: 2025-02-20 01:47:06 -- STEP: 569/924 -- GLOBAL_STEP: 76000 | > loss_disc: 2.3369555473327637 (2.2360038811795957) | > loss_disc_real_0: 0.07731574028730392 (0.11465124407806065) | > loss_disc_real_1: 0.18994995951652527 (0.1925141388953047) | > loss_disc_real_2: 0.22836005687713623 (0.20446106191783456) | > loss_disc_real_3: 0.2128342241048813 (0.20595427836915103) | > loss_disc_real_4: 0.223231241106987 (0.2139671619569061) | > loss_disc_real_5: 0.19060522317886353 (0.20366287012772732) | > loss_0: 2.3369555473327637 (2.2360038811795957) | > grad_norm_0: tensor(71.7308, device='cuda:0') (tensor(71.4410, device='cuda:0')) | > loss_gen: 2.5864245891571045 (2.773176770637659) | > loss_kl: 2.387850284576416 (2.222081421129736) | > loss_feat: 8.131364822387695 (8.533666673569778) | > loss_mel: 15.262004852294922 (15.414252167217342) | > loss_duration: 1.6059379577636719 (1.6303316484645713) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.973581314086914 (30.573508676619436) | > grad_norm_1: tensor(1098.5677, device='cuda:0') (tensor(1146.1774, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.7594 (0.7671593178345155) | > loader_time: 0.0111 (0.011153911245309194) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_76000.pth  --> TIME: 2025-02-20 01:47:48 -- STEP: 619/924 -- GLOBAL_STEP: 76050 | > loss_disc: 2.182985305786133 (2.2367609259770274) | > loss_disc_real_0: 0.14445482194423676 (0.1142038437349779) | > loss_disc_real_1: 0.1562955528497696 (0.19256194248819591) | > loss_disc_real_2: 0.1995120644569397 (0.2045241686032546) | > loss_disc_real_3: 0.20725196599960327 (0.20633779706881789) | > loss_disc_real_4: 0.22431989014148712 (0.21423707038212284) | > loss_disc_real_5: 0.23338887095451355 (0.20384781403235347) | > loss_0: 2.182985305786133 (2.2367609259770274) | > grad_norm_0: tensor(141.2652, device='cuda:0') (tensor(71.2020, device='cuda:0')) | > loss_gen: 2.9755311012268066 (2.774402919994224) | > loss_kl: 2.1076877117156982 (2.2211780844674567) | > loss_feat: 8.570201873779297 (8.531904264490144) | > loss_mel: 15.923730850219727 (15.408742511792406) | > loss_duration: 1.6395866870880127 (1.6301787169183788) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.216737747192383 (30.56640647801906) | > grad_norm_1: tensor(1495.8322, device='cuda:0') (tensor(1132.0349, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.7682 (0.7669933870651419) | > loader_time: 0.0111 (0.011132699029703711)  --> TIME: 2025-02-20 01:48:27 -- STEP: 669/924 -- GLOBAL_STEP: 76100 | > loss_disc: 2.09246826171875 (2.238308287522186) | > loss_disc_real_0: 0.04382452741265297 (0.11476668160581358) | > loss_disc_real_1: 0.18691419064998627 (0.19311658331987935) | > loss_disc_real_2: 0.19530384242534637 (0.20454158238587705) | > loss_disc_real_3: 0.18994027376174927 (0.2064670175091213) | > loss_disc_real_4: 0.22446413338184357 (0.21419677354384253) | > loss_disc_real_5: 0.1990930438041687 (0.20404883581025715) | > loss_0: 2.09246826171875 (2.238308287522186) | > grad_norm_0: tensor(8.0689, device='cuda:0') (tensor(71.7218, device='cuda:0')) | > loss_gen: 2.8520634174346924 (2.7731173234491964) | > loss_kl: 2.2839884757995605 (2.2199748341099945) | > loss_feat: 9.44548225402832 (8.527668776889918) | > loss_mel: 15.832090377807617 (15.41256291912632) | > loss_duration: 1.5746862888336182 (1.6294762038685644) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.988311767578125 (30.562800058156743) | > grad_norm_1: tensor(608.1000, device='cuda:0') (tensor(1122.0037, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.7253 (0.7667343595102767) | > loader_time: 0.0092 (0.011143727152871437)  --> TIME: 2025-02-20 01:49:06 -- STEP: 719/924 -- GLOBAL_STEP: 76150 | > loss_disc: 2.1768479347229004 (2.2398907206486287) | > loss_disc_real_0: 0.13527093827724457 (0.11472030282176005) | > loss_disc_real_1: 0.20867054164409637 (0.19331613694925143) | > loss_disc_real_2: 0.18515463173389435 (0.20463263515968474) | > loss_disc_real_3: 0.20254407823085785 (0.20635565400372305) | > loss_disc_real_4: 0.2294570803642273 (0.21433866527630988) | > loss_disc_real_5: 0.16648729145526886 (0.20393906980338444) | > loss_0: 2.1768479347229004 (2.2398907206486287) | > grad_norm_0: tensor(46.2223, device='cuda:0') (tensor(71.2634, device='cuda:0')) | > loss_gen: 2.700471878051758 (2.7748779782996893) | > loss_kl: 2.4098167419433594 (2.2227318636731104) | > loss_feat: 8.229524612426758 (8.534680553537093) | > loss_mel: 16.644804000854492 (15.423271335713224) | > loss_duration: 1.615830898284912 (1.6295853166818957) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.600448608398438 (30.585147053873754) | > grad_norm_1: tensor(1322.6155, device='cuda:0') (tensor(1100.4434, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.7554 (0.767247831042188) | > loader_time: 0.0104 (0.011191391314850058)  --> TIME: 2025-02-20 01:49:46 -- STEP: 769/924 -- GLOBAL_STEP: 76200 | > loss_disc: 2.257110118865967 (2.2407684414532483) | > loss_disc_real_0: 0.2162502110004425 (0.11528462712424087) | > loss_disc_real_1: 0.1810835897922516 (0.1933079048196734) | > loss_disc_real_2: 0.21896874904632568 (0.20457647477309315) | > loss_disc_real_3: 0.22912345826625824 (0.20638072393805537) | > loss_disc_real_4: 0.196139395236969 (0.21451985797274406) | > loss_disc_real_5: 0.22324028611183167 (0.20405857597316657) | > loss_0: 2.257110118865967 (2.2407684414532483) | > grad_norm_0: tensor(142.5627, device='cuda:0') (tensor(69.4552, device='cuda:0')) | > loss_gen: 2.9591312408447266 (2.7697017828416772) | > loss_kl: 2.552706480026245 (2.223292826676091) | > loss_feat: 9.056132316589355 (8.52926934742029) | > loss_mel: 16.2734317779541 (15.421491493949345) | > loss_duration: 1.6140637397766113 (1.630157925217608) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.455467224121094 (30.57391338075556) | > grad_norm_1: tensor(1261.4630, device='cuda:0') (tensor(1104.2861, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.7687 (0.7679961943037337) | > loader_time: 0.0126 (0.011202983025301566)  --> TIME: 2025-02-20 01:50:25 -- STEP: 819/924 -- GLOBAL_STEP: 76250 | > loss_disc: 2.1776561737060547 (2.2396790272441414) | > loss_disc_real_0: 0.07026934623718262 (0.11471541425820454) | > loss_disc_real_1: 0.19038379192352295 (0.19321578655560237) | > loss_disc_real_2: 0.21583662927150726 (0.20455892649689575) | > loss_disc_real_3: 0.18675749003887177 (0.20627419927108576) | > loss_disc_real_4: 0.23535224795341492 (0.21452594724039165) | > loss_disc_real_5: 0.22596804797649384 (0.20412382882848032) | > loss_0: 2.1776561737060547 (2.2396790272441414) | > grad_norm_0: tensor(41.8991, device='cuda:0') (tensor(68.7615, device='cuda:0')) | > loss_gen: 2.6643929481506348 (2.7708938773880667) | > loss_kl: 2.4195098876953125 (2.22442606706468) | > loss_feat: 8.718449592590332 (8.530344160194076) | > loss_mel: 16.440088272094727 (15.41125799535395) | > loss_duration: 1.6357215642929077 (1.6301669960930238) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.878162384033203 (30.567089104099296) | > grad_norm_1: tensor(1209.9987, device='cuda:0') (tensor(1097.0664, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.787 (0.7678093118399785) | > loader_time: 0.0156 (0.011216411078223663)  --> TIME: 2025-02-20 01:51:04 -- STEP: 869/924 -- GLOBAL_STEP: 76300 | > loss_disc: 2.054870367050171 (2.239110332363908) | > loss_disc_real_0: 0.07432866841554642 (0.11409368886214749) | > loss_disc_real_1: 0.2229970097541809 (0.19309792623901265) | > loss_disc_real_2: 0.1802203357219696 (0.20448695219221535) | > loss_disc_real_3: 0.21852530539035797 (0.2062936637494864) | > loss_disc_real_4: 0.24925380945205688 (0.21459659942617626) | > loss_disc_real_5: 0.23184888064861298 (0.2042843312522347) | > loss_0: 2.054870367050171 (2.239110332363908) | > grad_norm_0: tensor(15.7007, device='cuda:0') (tensor(68.4415, device='cuda:0')) | > loss_gen: 3.128521203994751 (2.7717501667207087) | > loss_kl: 2.0983998775482178 (2.2262916569056803) | > loss_feat: 8.751346588134766 (8.53297106443258) | > loss_mel: 15.353677749633789 (15.410550200898024) | > loss_duration: 1.6154495477676392 (1.6305547932075006) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.94739532470703 (30.57211790315301) | > grad_norm_1: tensor(529.5740, device='cuda:0') (tensor(1092.0521, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.7737 (0.7676748779481247) | > loader_time: 0.0139 (0.011211707210650509)  --> TIME: 2025-02-20 01:51:43 -- STEP: 919/924 -- GLOBAL_STEP: 76350 | > loss_disc: 2.1264352798461914 (2.236357696297641) | > loss_disc_real_0: 0.05818501114845276 (0.11247594958988055) | > loss_disc_real_1: 0.18065564334392548 (0.19320154233842737) | > loss_disc_real_2: 0.21695728600025177 (0.20440775571113307) | > loss_disc_real_3: 0.2393462061882019 (0.20646207191868896) | > loss_disc_real_4: 0.2335658073425293 (0.21462398683155712) | > loss_disc_real_5: 0.2035687267780304 (0.20413698641111072) | > loss_0: 2.1264352798461914 (2.236357696297641) | > grad_norm_0: tensor(21.0857, device='cuda:0') (tensor(67.3718, device='cuda:0')) | > loss_gen: 2.98433518409729 (2.776298449010923) | > loss_kl: 2.195767641067505 (2.226776547738076) | > loss_feat: 9.093441009521484 (8.545953396744256) | > loss_mel: 16.156627655029297 (15.419652154318527) | > loss_duration: 1.6347177028656006 (1.6305943081506065) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.06488800048828 (30.599274877106144) | > grad_norm_1: tensor(773.6897, device='cuda:0') (tensor(1077.0486, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.7584 (0.7670323332453451) | > loader_time: 0.0105 (0.011201165575975947)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2151026725769043 (2.2151026725769043) | > loss_disc_real_0: 0.11076603084802628 (0.11076603084802628) | > loss_disc_real_1: 0.2030753493309021 (0.2030753493309021) | > loss_disc_real_2: 0.19172410666942596 (0.19172410666942596) | > loss_disc_real_3: 0.21387052536010742 (0.21387052536010742) | > loss_disc_real_4: 0.21243208646774292 (0.21243208646774292) | > loss_disc_real_5: 0.19095072150230408 (0.19095072150230408) | > loss_0: 2.2151026725769043 (2.2151026725769043) | > loss_gen: 2.7045204639434814 (2.7045204639434814) | > loss_kl: 2.140124559402466 (2.140124559402466) | > loss_feat: 7.6497650146484375 (7.6497650146484375) | > loss_mel: 13.614619255065918 (13.614619255065918) | > loss_duration: 1.6907660961151123 (1.6907660961151123) | > loss_1: 27.799795150756836 (27.799795150756836)  --> STEP: 1 | > loss_disc: 2.3040997982025146 (2.3040997982025146) | > loss_disc_real_0: 0.1189129501581192 (0.1189129501581192) | > loss_disc_real_1: 0.22096511721611023 (0.22096511721611023) | > loss_disc_real_2: 0.22478511929512024 (0.22478511929512024) | > loss_disc_real_3: 0.23298253118991852 (0.23298253118991852) | > loss_disc_real_4: 0.22290775179862976 (0.22290775179862976) | > loss_disc_real_5: 0.19503748416900635 (0.19503748416900635) | > loss_0: 2.3040997982025146 (2.3040997982025146) | > loss_gen: 2.6888856887817383 (2.6888856887817383) | > loss_kl: 2.1150877475738525 (2.1150877475738525) | > loss_feat: 6.983884811401367 (6.983884811401367) | > loss_mel: 12.881848335266113 (12.881848335266113) | > loss_duration: 1.7058498859405518 (1.7058498859405518) | > loss_1: 26.37555503845215 (26.37555503845215)  --> STEP: 2 | > loss_disc: 2.1377270221710205 (2.2209134101867676) | > loss_disc_real_0: 0.08571415394544601 (0.10231355205178261) | > loss_disc_real_1: 0.1801583617925644 (0.2005617395043373) | > loss_disc_real_2: 0.19445568323135376 (0.209620401263237) | > loss_disc_real_3: 0.21999722719192505 (0.22648987919092178) | > loss_disc_real_4: 0.23490400612354279 (0.22890587896108627) | > loss_disc_real_5: 0.21033112704753876 (0.20268430560827255) | > loss_0: 2.1377270221710205 (2.2209134101867676) | > loss_gen: 2.8712501525878906 (2.7800679206848145) | > loss_kl: 1.9388728141784668 (2.0269802808761597) | > loss_feat: 8.896721839904785 (7.940303325653076) | > loss_mel: 15.831119537353516 (14.356483936309814) | > loss_duration: 1.5767441987991333 (1.6412970423698425) | > loss_1: 31.114707946777344 (28.745131492614746)  --> STEP: 3 | > loss_disc: 2.1434154510498047 (2.1950807571411133) | > loss_disc_real_0: 0.11361607909202576 (0.10608106106519699) | > loss_disc_real_1: 0.18049785494804382 (0.19387377798557281) | > loss_disc_real_2: 0.19015558063983917 (0.2031321277221044) | > loss_disc_real_3: 0.20673032104969025 (0.21990335981051126) | > loss_disc_real_4: 0.2106766253709793 (0.22282946109771729) | > loss_disc_real_5: 0.1720009744167328 (0.19245652854442596) | > loss_0: 2.1434154510498047 (2.1950807571411133) | > loss_gen: 2.6741154193878174 (2.744750420252482) | > loss_kl: 1.9947651624679565 (2.0162419080734253) | > loss_feat: 8.074735641479492 (7.985114097595215) | > loss_mel: 13.982637405395508 (14.231868426005045) | > loss_duration: 1.6591849327087402 (1.6472596724828084) | > loss_1: 28.385440826416016 (28.625234603881836)  --> STEP: 4 | > loss_disc: 2.2281768321990967 (2.203354775905609) | > loss_disc_real_0: 0.13516435027122498 (0.11335188336670399) | > loss_disc_real_1: 0.18805129826068878 (0.1924181580543518) | > loss_disc_real_2: 0.2047838419675827 (0.20354505628347397) | > loss_disc_real_3: 0.2110486477613449 (0.21768968179821968) | > loss_disc_real_4: 0.21679836511611938 (0.2213216871023178) | > loss_disc_real_5: 0.197170689702034 (0.19363506883382797) | > loss_0: 2.2281768321990967 (2.203354775905609) | > loss_gen: 2.6574866771698 (2.7229344844818115) | > loss_kl: 2.025853157043457 (2.0186447203159332) | > loss_feat: 7.627185344696045 (7.895631909370422) | > loss_mel: 13.13351821899414 (13.95728087425232) | > loss_duration: 1.7508164644241333 (1.6731488704681396) | > loss_1: 27.19485855102539 (28.267640590667725)  --> STEP: 5 | > loss_disc: 1.937403917312622 (2.1501646041870117) | > loss_disc_real_0: 0.06533996015787125 (0.10374949872493744) | > loss_disc_real_1: 0.22532977163791656 (0.19900048077106475) | > loss_disc_real_2: 0.18069015443325043 (0.19897407591342925) | > loss_disc_real_3: 0.18797063827514648 (0.21174587309360504) | > loss_disc_real_4: 0.26013973355293274 (0.2290852963924408) | > loss_disc_real_5: 0.25963202118873596 (0.20683445930480956) | > loss_0: 1.937403917312622 (2.1501646041870117) | > loss_gen: 3.292389154434204 (2.83682541847229) | > loss_kl: 1.9582282304763794 (2.0065614223480224) | > loss_feat: 9.013821601867676 (8.119269847869873) | > loss_mel: 17.440200805664062 (14.653864860534668) | > loss_duration: 1.5404183864593506 (1.6466027736663817) | > loss_1: 33.24505615234375 (29.26312370300293) --> EVAL PERFORMANCE | > avg_loader_time: 0.15665092468261718 (+0.0031639575958251898) | > avg_loss_disc: 2.1501646041870117 (-0.12023463249206534) | > avg_loss_disc_real_0: 0.10374949872493744 (+0.0022672623395919855) | > avg_loss_disc_real_1: 0.19900048077106475 (+0.011486154794692977) | > avg_loss_disc_real_2: 0.19897407591342925 (-0.021425965428352373) | > avg_loss_disc_real_3: 0.21174587309360504 (-0.015229472517967219) | > avg_loss_disc_real_4: 0.2290852963924408 (+0.002722719311714167) | > avg_loss_disc_real_5: 0.20683445930480956 (+0.002976086735725386) | > avg_loss_0: 2.1501646041870117 (-0.12023463249206534) | > avg_loss_gen: 2.83682541847229 (+0.16085505485534668) | > avg_loss_kl: 2.0065614223480224 (-0.14370789527893058) | > avg_loss_feat: 8.119269847869873 (+0.0898392677307136) | > avg_loss_mel: 14.653864860534668 (-0.11277027130126882) | > avg_loss_duration: 1.6466027736663817 (+0.0007147789001464844) | > avg_loss_1: 29.26312370300293 (-0.005069732666015625)  > EPOCH: 33/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 01:51:54)   --> TIME: 2025-02-20 01:52:32 -- STEP: 45/924 -- GLOBAL_STEP: 76400 | > loss_disc: 2.157216787338257 (2.224722427792019) | > loss_disc_real_0: 0.07146299630403519 (0.10821210758553611) | > loss_disc_real_1: 0.19687485694885254 (0.19532947772079043) | > loss_disc_real_2: 0.20756946504116058 (0.2025457372268041) | > loss_disc_real_3: 0.19978998601436615 (0.2069657074080573) | > loss_disc_real_4: 0.21943561732769012 (0.2134404742055469) | > loss_disc_real_5: 0.19526395201683044 (0.20278866390387218) | > loss_0: 2.157216787338257 (2.224722427792019) | > grad_norm_0: tensor(79.8679, device='cuda:0') (tensor(71.9669, device='cuda:0')) | > loss_gen: 2.828089952468872 (2.7743303351932096) | > loss_kl: 2.232879877090454 (2.2345157596800056) | > loss_feat: 8.611747741699219 (8.524058331383596) | > loss_mel: 15.365286827087402 (15.334011141459147) | > loss_duration: 1.6070225238800049 (1.634520239300198) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.645029067993164 (30.50143568250868) | > grad_norm_1: tensor(851.6280, device='cuda:0') (tensor(875.3896, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.7912 (0.7728606700897215) | > loader_time: 0.0106 (0.01112410757276747)  --> TIME: 2025-02-20 01:53:11 -- STEP: 95/924 -- GLOBAL_STEP: 76450 | > loss_disc: 2.3282864093780518 (2.240845509579306) | > loss_disc_real_0: 0.10242875665426254 (0.11197116692599497) | > loss_disc_real_1: 0.1806856393814087 (0.19500169503061396) | > loss_disc_real_2: 0.1696317195892334 (0.20491542063261328) | > loss_disc_real_3: 0.20276136696338654 (0.2078937590122223) | > loss_disc_real_4: 0.1768210381269455 (0.2140858327087603) | > loss_disc_real_5: 0.2038564383983612 (0.20460151230034077) | > loss_0: 2.3282864093780518 (2.240845509579306) | > grad_norm_0: tensor(22.5700, device='cuda:0') (tensor(67.7694, device='cuda:0')) | > loss_gen: 2.5282628536224365 (2.7741586484407117) | > loss_kl: 2.2189273834228516 (2.2373910113384854) | > loss_feat: 8.023805618286133 (8.555949748189823) | > loss_mel: 13.63061237335205 (15.446752939726178) | > loss_duration: 1.6186153888702393 (1.6340783708973934) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.02022361755371 (30.648330708553917) | > grad_norm_1: tensor(1344.7213, device='cuda:0') (tensor(1006.1081, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.7207 (0.7689586815081144) | > loader_time: 0.0123 (0.011240168621665552)  --> TIME: 2025-02-20 01:53:50 -- STEP: 145/924 -- GLOBAL_STEP: 76500 | > loss_disc: 2.221020460128784 (2.234242836360273) | > loss_disc_real_0: 0.11935040354728699 (0.10778042401733068) | > loss_disc_real_1: 0.1633392721414566 (0.1941853766811305) | > loss_disc_real_2: 0.20162086188793182 (0.20408379425262582) | > loss_disc_real_3: 0.2057996690273285 (0.20713756464678665) | > loss_disc_real_4: 0.22296090424060822 (0.21477480088842327) | > loss_disc_real_5: 0.2274477481842041 (0.2058760483717096) | > loss_0: 2.221020460128784 (2.234242836360273) | > grad_norm_0: tensor(50.9857, device='cuda:0') (tensor(64.2067, device='cuda:0')) | > loss_gen: 2.7572944164276123 (2.777373481618947) | > loss_kl: 2.2949655055999756 (2.241286202134757) | > loss_feat: 8.290492057800293 (8.539030200037459) | > loss_mel: 15.632131576538086 (15.386555559881803) | > loss_duration: 1.6170053482055664 (1.6344691679395478) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.591888427734375 (30.578714581193594) | > grad_norm_1: tensor(1392.3025, device='cuda:0') (tensor(978.1428, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.7689 (0.7657346692578546) | > loader_time: 0.0113 (0.011269084338484144)  --> TIME: 2025-02-20 01:54:29 -- STEP: 195/924 -- GLOBAL_STEP: 76550 | > loss_disc: 2.374160051345825 (2.2254022861138356) | > loss_disc_real_0: 0.20220504701137543 (0.10441191288141104) | > loss_disc_real_1: 0.18303300440311432 (0.19377335707346605) | > loss_disc_real_2: 0.20038460195064545 (0.2033071292516513) | > loss_disc_real_3: 0.19807037711143494 (0.20795742326822036) | > loss_disc_real_4: 0.23141568899154663 (0.21470126723631835) | > loss_disc_real_5: 0.2380509227514267 (0.2049788070030702) | > loss_0: 2.374160051345825 (2.2254022861138356) | > grad_norm_0: tensor(95.1808, device='cuda:0') (tensor(62.3554, device='cuda:0')) | > loss_gen: 2.6934986114501953 (2.7888851349170403) | > loss_kl: 2.0487899780273438 (2.2371676762898756) | > loss_feat: 7.679101467132568 (8.571783904540228) | > loss_mel: 14.386329650878906 (15.356049889784593) | > loss_duration: 1.6899840831756592 (1.6318879549319927) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.497703552246094 (30.585774602645483) | > grad_norm_1: tensor(753.8074, device='cuda:0') (tensor(942.1003, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.7512 (0.7656944067050252) | > loader_time: 0.0109 (0.01132590098258777)  --> TIME: 2025-02-20 01:55:08 -- STEP: 245/924 -- GLOBAL_STEP: 76600 | > loss_disc: 2.263850688934326 (2.221658938758226) | > loss_disc_real_0: 0.15013767778873444 (0.1035777463748747) | > loss_disc_real_1: 0.21234647929668427 (0.19399920282315242) | > loss_disc_real_2: 0.18253248929977417 (0.2037646228561596) | > loss_disc_real_3: 0.2055998295545578 (0.20754341908863613) | > loss_disc_real_4: 0.20788215100765228 (0.21398761661685242) | > loss_disc_real_5: 0.19180980324745178 (0.20437316608672243) | > loss_0: 2.263850688934326 (2.221658938758226) | > grad_norm_0: tensor(127.9091, device='cuda:0') (tensor(62.8523, device='cuda:0')) | > loss_gen: 2.6961488723754883 (2.79774170603071) | > loss_kl: 2.205118417739868 (2.230917470309199) | > loss_feat: 8.299485206604004 (8.613641135546619) | > loss_mel: 15.952698707580566 (15.41643735146036) | > loss_duration: 1.6615939140319824 (1.6329865183149066) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.815044403076172 (30.691724208909637) | > grad_norm_1: tensor(1747.7621, device='cuda:0') (tensor(977.3032, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.7733 (0.7658180519026155) | > loader_time: 0.0132 (0.011299560507949521)  --> TIME: 2025-02-20 01:55:47 -- STEP: 295/924 -- GLOBAL_STEP: 76650 | > loss_disc: 2.243436098098755 (2.2234403226335164) | > loss_disc_real_0: 0.09070072323083878 (0.10600919037804765) | > loss_disc_real_1: 0.19139151275157928 (0.19351816121804516) | > loss_disc_real_2: 0.22742082178592682 (0.2039881154137143) | > loss_disc_real_3: 0.21421635150909424 (0.20753715720217106) | > loss_disc_real_4: 0.20346401631832123 (0.214069959571806) | > loss_disc_real_5: 0.16532018780708313 (0.20385517781063667) | > loss_0: 2.243436098098755 (2.2234403226335164) | > grad_norm_0: tensor(10.4942, device='cuda:0') (tensor(61.8014, device='cuda:0')) | > loss_gen: 2.5893373489379883 (2.7878003928620942) | > loss_kl: 2.1939210891723633 (2.2279111546985173) | > loss_feat: 8.298164367675781 (8.58365702548269) | > loss_mel: 13.465492248535156 (15.362564174199509) | > loss_duration: 1.614497184753418 (1.632629456358441) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.16141128540039 (30.594562246031682) | > grad_norm_1: tensor(655.5923, device='cuda:0') (tensor(1004.7839, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.7702 (0.7654574677095577) | > loader_time: 0.011 (0.011268712706485037)  --> TIME: 2025-02-20 01:56:26 -- STEP: 345/924 -- GLOBAL_STEP: 76700 | > loss_disc: 2.096691131591797 (2.2221404790878303) | > loss_disc_real_0: 0.0572018027305603 (0.1046258985672308) | > loss_disc_real_1: 0.18978062272071838 (0.19348140246626253) | > loss_disc_real_2: 0.22080393135547638 (0.20382453410521797) | > loss_disc_real_3: 0.21841350197792053 (0.20736393829186758) | > loss_disc_real_4: 0.2266911268234253 (0.21414579921874446) | > loss_disc_real_5: 0.24104849994182587 (0.20411177536715636) | > loss_0: 2.096691131591797 (2.2221404790878303) | > grad_norm_0: tensor(11.0495, device='cuda:0') (tensor(61.2201, device='cuda:0')) | > loss_gen: 3.016204833984375 (2.7909564052802938) | > loss_kl: 2.419725179672241 (2.2204114644423787) | > loss_feat: 9.420868873596191 (8.590027303281033) | > loss_mel: 15.451263427734375 (15.36328687529633) | > loss_duration: 1.6664984226226807 (1.6322309801543968) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.97456169128418 (30.59691300875899) | > grad_norm_1: tensor(560.0536, device='cuda:0') (tensor(980.2838, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.7996 (0.7665667554606566) | > loader_time: 0.0114 (0.011242599072663676)  --> TIME: 2025-02-20 01:57:06 -- STEP: 395/924 -- GLOBAL_STEP: 76750 | > loss_disc: 2.1728262901306152 (2.2181313252147254) | > loss_disc_real_0: 0.04769742861390114 (0.10219045735989944) | > loss_disc_real_1: 0.2250170260667801 (0.1938074361297148) | > loss_disc_real_2: 0.21054090559482574 (0.20376632134371167) | > loss_disc_real_3: 0.17916513979434967 (0.20750960605808452) | > loss_disc_real_4: 0.216609925031662 (0.2137952303584618) | > loss_disc_real_5: 0.16445402801036835 (0.20410462074641944) | > loss_0: 2.1728262901306152 (2.2181313252147254) | > grad_norm_0: tensor(61.6258, device='cuda:0') (tensor(59.8598, device='cuda:0')) | > loss_gen: 2.7621257305145264 (2.7983212126961248) | > loss_kl: 2.261293649673462 (2.2162236566785025) | > loss_feat: 8.924038887023926 (8.616638041146194) | > loss_mel: 16.351144790649414 (15.38271592538568) | > loss_duration: 1.5953128337860107 (1.631838607788086) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.89391326904297 (30.645737418645545) | > grad_norm_1: tensor(1573.2319, device='cuda:0') (tensor(952.4409, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.8006 (0.7676277106321313) | > loader_time: 0.0143 (0.011285810229144516)  --> TIME: 2025-02-20 01:57:45 -- STEP: 445/924 -- GLOBAL_STEP: 76800 | > loss_disc: 2.3534023761749268 (2.2261843796526475) | > loss_disc_real_0: 0.14873039722442627 (0.10424658325448465) | > loss_disc_real_1: 0.2001790702342987 (0.19442194224743353) | > loss_disc_real_2: 0.21374724805355072 (0.2042119861318824) | > loss_disc_real_3: 0.1986786127090454 (0.2073108005054881) | > loss_disc_real_4: 0.22028052806854248 (0.21424438608496377) | > loss_disc_real_5: 0.1714632362127304 (0.20461343496703033) | > loss_0: 2.3534023761749268 (2.2261843796526475) | > grad_norm_0: tensor(95.9619, device='cuda:0') (tensor(59.0898, device='cuda:0')) | > loss_gen: 2.5227084159851074 (2.7854884774497397) | > loss_kl: 2.304137945175171 (2.2141571872689765) | > loss_feat: 8.305014610290527 (8.57274969079521) | > loss_mel: 15.015052795410156 (15.368352307094616) | > loss_duration: 1.6084039211273193 (1.6315713386857107) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.755319595336914 (30.57231896218289) | > grad_norm_1: tensor(1526.6320, device='cuda:0') (tensor(971.3186, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.7861 (0.7673314817835778) | > loader_time: 0.011 (0.011255511273159068)  --> TIME: 2025-02-20 01:58:24 -- STEP: 495/924 -- GLOBAL_STEP: 76850 | > loss_disc: 2.196063995361328 (2.227557703942966) | > loss_disc_real_0: 0.10838204622268677 (0.10678533684424679) | > loss_disc_real_1: 0.20108233392238617 (0.19434584144389985) | > loss_disc_real_2: 0.2059432566165924 (0.20386829117331842) | > loss_disc_real_3: 0.23466551303863525 (0.20710437839681453) | > loss_disc_real_4: 0.22170491516590118 (0.21404816676871946) | > loss_disc_real_5: 0.28088638186454773 (0.20428903208236504) | > loss_0: 2.196063995361328 (2.227557703942966) | > grad_norm_0: tensor(34.8516, device='cuda:0') (tensor(60.8241, device='cuda:0')) | > loss_gen: 3.1377949714660645 (2.789762441558068) | > loss_kl: 2.243256092071533 (2.214602815502823) | > loss_feat: 9.202260971069336 (8.589483003905322) | > loss_mel: 15.165226936340332 (15.393531469865279) | > loss_duration: 1.6174829006195068 (1.6310477622831712) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.36602210998535 (30.61842743074051) | > grad_norm_1: tensor(440.0740, device='cuda:0') (tensor(964.0157, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.7299 (0.7675604001440185) | > loader_time: 0.0098 (0.011293852449667572)  --> TIME: 2025-02-20 01:59:03 -- STEP: 545/924 -- GLOBAL_STEP: 76900 | > loss_disc: 2.148756504058838 (2.226976338439034) | > loss_disc_real_0: 0.15550488233566284 (0.10664357731648541) | > loss_disc_real_1: 0.19858790934085846 (0.19398076840496933) | > loss_disc_real_2: 0.1885673701763153 (0.20380719973953493) | > loss_disc_real_3: 0.20933756232261658 (0.20714936581773497) | > loss_disc_real_4: 0.2268933355808258 (0.21382034068260722) | > loss_disc_real_5: 0.22322404384613037 (0.20444312205008416) | > loss_0: 2.148756504058838 (2.226976338439034) | > grad_norm_0: tensor(87.4741, device='cuda:0') (tensor(60.6321, device='cuda:0')) | > loss_gen: 3.058244228363037 (2.7886485760365063) | > loss_kl: 2.32218861579895 (2.2207910782700293) | > loss_feat: 9.58071231842041 (8.596069105830761) | > loss_mel: 16.39189910888672 (15.408138028416065) | > loss_duration: 1.594706654548645 (1.6311236256853157) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.947750091552734 (30.644770368523552) | > grad_norm_1: tensor(1266.8580, device='cuda:0') (tensor(974.5693, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.7324 (0.7670888253308218) | > loader_time: 0.0104 (0.01125561819164031)  --> TIME: 2025-02-20 01:59:42 -- STEP: 595/924 -- GLOBAL_STEP: 76950 | > loss_disc: 2.4474117755889893 (2.232801570611846) | > loss_disc_real_0: 0.1390608698129654 (0.10971159299506858) | > loss_disc_real_1: 0.1911466270685196 (0.19377862821106148) | > loss_disc_real_2: 0.2056470811367035 (0.20376464491631807) | > loss_disc_real_3: 0.19394534826278687 (0.2070730323801522) | > loss_disc_real_4: 0.2181728035211563 (0.21377667138556475) | > loss_disc_real_5: 0.21004599332809448 (0.20496962789226988) | > loss_0: 2.4474117755889893 (2.232801570611846) | > grad_norm_0: tensor(20.2617, device='cuda:0') (tensor(60.7256, device='cuda:0')) | > loss_gen: 2.357691526412964 (2.7794408357443943) | > loss_kl: 2.20652437210083 (2.2191199156416572) | > loss_feat: 6.498445510864258 (8.572229051189263) | > loss_mel: 12.587298393249512 (15.40426752427045) | > loss_duration: 1.6612441539764404 (1.6306357916663679) | > amp_scaler: 64.0 (64.0) | > loss_1: 25.311201095581055 (30.60569306702173) | > grad_norm_1: tensor(395.3595, device='cuda:0') (tensor(983.9468, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.7414 (0.7668020749292455) | > loader_time: 0.0104 (0.011281946326504234)  --> TIME: 2025-02-20 02:00:21 -- STEP: 645/924 -- GLOBAL_STEP: 77000 | > loss_disc: 2.087043523788452 (2.2333025775214557) | > loss_disc_real_0: 0.033337581902742386 (0.11074642594470532) | > loss_disc_real_1: 0.16078035533428192 (0.19359703165616168) | > loss_disc_real_2: 0.1872374266386032 (0.2037913255451262) | > loss_disc_real_3: 0.18049266934394836 (0.206635215531948) | > loss_disc_real_4: 0.1957082897424698 (0.2137937704260035) | > loss_disc_real_5: 0.15742278099060059 (0.2047146097403165) | > loss_0: 2.087043523788452 (2.2333025775214557) | > grad_norm_0: tensor(117.9367, device='cuda:0') (tensor(61.3590, device='cuda:0')) | > loss_gen: 2.949812889099121 (2.777138932915622) | > loss_kl: 2.2574961185455322 (2.217830495686496) | > loss_feat: 10.431527137756348 (8.564175409124806) | > loss_mel: 17.684846878051758 (15.408694462443506) | > loss_duration: 1.695746898651123 (1.6300210337306178) | > amp_scaler: 64.0 (64.0) | > loss_1: 35.019432067871094 (30.597860277161118) | > grad_norm_1: tensor(1422.1965, device='cuda:0') (tensor(997.0309, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.7453 (0.7665498763091801) | > loader_time: 0.0136 (0.011273220712824382) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_77000.pth  --> TIME: 2025-02-20 02:01:03 -- STEP: 695/924 -- GLOBAL_STEP: 77050 | > loss_disc: 2.365330457687378 (2.2366370484125735) | > loss_disc_real_0: 0.16746576130390167 (0.11211604651251283) | > loss_disc_real_1: 0.20828987658023834 (0.193662215115355) | > loss_disc_real_2: 0.23283430933952332 (0.20408405788082018) | > loss_disc_real_3: 0.21664440631866455 (0.20657209215833128) | > loss_disc_real_4: 0.2101079672574997 (0.21396465895416067) | > loss_disc_real_5: 0.21121418476104736 (0.20482554122698401) | > loss_0: 2.365330457687378 (2.2366370484125735) | > grad_norm_0: tensor(53.9177, device='cuda:0') (tensor(61.6530, device='cuda:0')) | > loss_gen: 2.6922452449798584 (2.7745575160431355) | > loss_kl: 2.261904001235962 (2.223740342023563) | > loss_feat: 7.925377368927002 (8.555387344634799) | > loss_mel: 13.964356422424316 (15.413012120363524) | > loss_duration: 1.6302430629730225 (1.6296924474428025) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.4741268157959 (30.596389721108856) | > grad_norm_1: tensor(1584.0620, device='cuda:0') (tensor(997.7238, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.7719 (0.7665769573595884) | > loader_time: 0.0113 (0.01128577842986841)  --> TIME: 2025-02-20 02:01:42 -- STEP: 745/924 -- GLOBAL_STEP: 77100 | > loss_disc: 2.266538143157959 (2.236944703287729) | > loss_disc_real_0: 0.07647843658924103 (0.11166742355531492) | > loss_disc_real_1: 0.1934460699558258 (0.19364207220957574) | > loss_disc_real_2: 0.16727407276630402 (0.20406253267854657) | > loss_disc_real_3: 0.2119462639093399 (0.20661149689015126) | > loss_disc_real_4: 0.20634017884731293 (0.21404483004304387) | > loss_disc_real_5: 0.2031148076057434 (0.20541636093750903) | > loss_0: 2.266538143157959 (2.236944703287729) | > grad_norm_0: tensor(10.9063, device='cuda:0') (tensor(61.3068, device='cuda:0')) | > loss_gen: 2.506639242172241 (2.77372443884011) | > loss_kl: 2.2119269371032715 (2.2267760905643446) | > loss_feat: 7.701246738433838 (8.5518162548142) | > loss_mel: 12.735075950622559 (15.41410306380099) | > loss_duration: 1.6362091302871704 (1.6293415104782822) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.791099548339844 (30.5957613132144) | > grad_norm_1: tensor(300.4452, device='cuda:0') (tensor(998.9117, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.8026 (0.7667972046256866) | > loader_time: 0.0114 (0.011291777207547387)  --> TIME: 2025-02-20 02:02:21 -- STEP: 795/924 -- GLOBAL_STEP: 77150 | > loss_disc: 2.0119173526763916 (2.235542112026577) | > loss_disc_real_0: 0.12062462419271469 (0.11129407141849677) | > loss_disc_real_1: 0.1656513661146164 (0.19355667344054328) | > loss_disc_real_2: 0.21386781334877014 (0.20385682740301458) | > loss_disc_real_3: 0.20091401040554047 (0.20668904674503039) | > loss_disc_real_4: 0.2243937849998474 (0.2141100174788409) | > loss_disc_real_5: 0.16678334772586823 (0.2053336052399762) | > loss_0: 2.0119173526763916 (2.235542112026577) | > grad_norm_0: tensor(98.2370, device='cuda:0') (tensor(61.2380, device='cuda:0')) | > loss_gen: 3.102323293685913 (2.773690726622095) | > loss_kl: 2.0390853881835938 (2.2232272603976666) | > loss_feat: 10.141949653625488 (8.547857856750484) | > loss_mel: 17.165584564208984 (15.415870255044421) | > loss_duration: 1.5818641185760498 (1.62947090991638) | > amp_scaler: 64.0 (64.0) | > loss_1: 34.03080368041992 (30.59011696149718) | > grad_norm_1: tensor(778.7502, device='cuda:0') (tensor(1003.4348, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.7889 (0.7666934055352361) | > loader_time: 0.0112 (0.011304254052024218)  --> TIME: 2025-02-20 02:03:00 -- STEP: 845/924 -- GLOBAL_STEP: 77200 | > loss_disc: 2.3807425498962402 (2.2371196693217295) | > loss_disc_real_0: 0.08770942687988281 (0.11263129220911736) | > loss_disc_real_1: 0.20222850143909454 (0.19335340501288684) | > loss_disc_real_2: 0.198061004281044 (0.20365342688278337) | > loss_disc_real_3: 0.20376011729240417 (0.20659243423910537) | > loss_disc_real_4: 0.18093566596508026 (0.21400148050319515) | > loss_disc_real_5: 0.2197575569152832 (0.2052729924225949) | > loss_0: 2.3807425498962402 (2.2371196693217295) | > grad_norm_0: tensor(47.8302, device='cuda:0') (tensor(61.6081, device='cuda:0')) | > loss_gen: 2.4277613162994385 (2.7715430657539137) | > loss_kl: 2.4181368350982666 (2.223374351947266) | > loss_feat: 7.068907737731934 (8.544760777964397) | > loss_mel: 13.472442626953125 (15.422544926299146) | > loss_duration: 1.589702844619751 (1.6290939827642497) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.976951599121094 (30.59131707411546) | > grad_norm_1: tensor(1558.4856, device='cuda:0') (tensor(1004.2056, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.7755 (0.766591923053448) | > loader_time: 0.0109 (0.011302652020426192)  --> TIME: 2025-02-20 02:03:39 -- STEP: 895/924 -- GLOBAL_STEP: 77250 | > loss_disc: 2.1519384384155273 (2.239779378315594) | > loss_disc_real_0: 0.1406465768814087 (0.11430985715302673) | > loss_disc_real_1: 0.21231772005558014 (0.19333176033456892) | > loss_disc_real_2: 0.1914140284061432 (0.20373517954149728) | > loss_disc_real_3: 0.2062438726425171 (0.20657961268664737) | > loss_disc_real_4: 0.19376477599143982 (0.21407809134302191) | > loss_disc_real_5: 0.1757325381040573 (0.20527084253353786) | > loss_0: 2.1519384384155273 (2.239779378315594) | > grad_norm_0: tensor(53.9766, device='cuda:0') (tensor(62.3465, device='cuda:0')) | > loss_gen: 2.8836357593536377 (2.768682849074209) | > loss_kl: 2.217545509338379 (2.2267296648558292) | > loss_feat: 9.147943496704102 (8.545138139032124) | > loss_mel: 15.811729431152344 (15.43433233399631) | > loss_duration: 1.638252854347229 (1.628740416159177) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.699108123779297 (30.603623380607733) | > grad_norm_1: tensor(1613.0521, device='cuda:0') (tensor(1014.9286, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.6834 (0.7663303183443719) | > loader_time: 0.0082 (0.011292460777240092)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2593727111816406 (2.2593727111816406) | > loss_disc_real_0: 0.11324723809957504 (0.11324723809957504) | > loss_disc_real_1: 0.22990337014198303 (0.22990337014198303) | > loss_disc_real_2: 0.2181088924407959 (0.2181088924407959) | > loss_disc_real_3: 0.19192972779273987 (0.19192972779273987) | > loss_disc_real_4: 0.18504491448402405 (0.18504491448402405) | > loss_disc_real_5: 0.21439090371131897 (0.21439090371131897) | > loss_0: 2.2593727111816406 (2.2593727111816406) | > loss_gen: 2.496854305267334 (2.496854305267334) | > loss_kl: 2.077756404876709 (2.077756404876709) | > loss_feat: 7.365513801574707 (7.365513801574707) | > loss_mel: 13.945988655090332 (13.945988655090332) | > loss_duration: 1.6784870624542236 (1.6784870624542236) | > loss_1: 27.56460189819336 (27.56460189819336)  --> STEP: 1 | > loss_disc: 2.423935651779175 (2.423935651779175) | > loss_disc_real_0: 0.1560238003730774 (0.1560238003730774) | > loss_disc_real_1: 0.23824673891067505 (0.23824673891067505) | > loss_disc_real_2: 0.24486969411373138 (0.24486969411373138) | > loss_disc_real_3: 0.20180600881576538 (0.20180600881576538) | > loss_disc_real_4: 0.19895192980766296 (0.19895192980766296) | > loss_disc_real_5: 0.21950727701187134 (0.21950727701187134) | > loss_0: 2.423935651779175 (2.423935651779175) | > loss_gen: 2.3669052124023438 (2.3669052124023438) | > loss_kl: 2.157634973526001 (2.157634973526001) | > loss_feat: 6.4536824226379395 (6.4536824226379395) | > loss_mel: 12.610234260559082 (12.610234260559082) | > loss_duration: 1.682072639465332 (1.682072639465332) | > loss_1: 25.270530700683594 (25.270530700683594)  --> STEP: 2 | > loss_disc: 2.401031494140625 (2.4124835729599) | > loss_disc_real_0: 0.1424071192741394 (0.1492154598236084) | > loss_disc_real_1: 0.21835413575172424 (0.22830043733119965) | > loss_disc_real_2: 0.23853348195552826 (0.24170158803462982) | > loss_disc_real_3: 0.1910809427499771 (0.19644347578287125) | > loss_disc_real_4: 0.19226066768169403 (0.1956062987446785) | > loss_disc_real_5: 0.23566357791423798 (0.22758542746305466) | > loss_0: 2.401031494140625 (2.4124835729599) | > loss_gen: 2.3039956092834473 (2.3354504108428955) | > loss_kl: 1.945565104484558 (2.0516000390052795) | > loss_feat: 7.304349899291992 (6.879016160964966) | > loss_mel: 13.240303993225098 (12.92526912689209) | > loss_duration: 1.569783329963684 (1.625927984714508) | > loss_1: 26.363998413085938 (25.817264556884766)  --> STEP: 3 | > loss_disc: 2.4143269062042236 (2.4130980173746743) | > loss_disc_real_0: 0.13880802690982819 (0.14574631551901499) | > loss_disc_real_1: 0.22225652635097504 (0.22628580033779144) | > loss_disc_real_2: 0.21821922063827515 (0.23387413223584494) | > loss_disc_real_3: 0.19000272452831268 (0.1942965586980184) | > loss_disc_real_4: 0.2106650471687317 (0.20062588155269623) | > loss_disc_real_5: 0.25200966000556946 (0.2357268383105596) | > loss_0: 2.4143269062042236 (2.4130980173746743) | > loss_gen: 2.3415207862854004 (2.3374738693237305) | > loss_kl: 2.073270082473755 (2.0588233868281045) | > loss_feat: 6.913572788238525 (6.890535036722819) | > loss_mel: 13.389893531799316 (13.080143928527832) | > loss_duration: 1.644927978515625 (1.6322613159815471) | > loss_1: 26.363183975219727 (25.999237696329754)  --> STEP: 4 | > loss_disc: 2.4931046962738037 (2.433099687099457) | > loss_disc_real_0: 0.14862468838691711 (0.14646590873599052) | > loss_disc_real_1: 0.23509232699871063 (0.22848743200302124) | > loss_disc_real_2: 0.24392367899417877 (0.2363865189254284) | > loss_disc_real_3: 0.20221567153930664 (0.19627633690834045) | > loss_disc_real_4: 0.18868449330329895 (0.1976405344903469) | > loss_disc_real_5: 0.26174962520599365 (0.2422325350344181) | > loss_0: 2.4931046962738037 (2.433099687099457) | > loss_gen: 2.176985263824463 (2.2973517179489136) | > loss_kl: 1.9008249044418335 (2.019323766231537) | > loss_feat: 5.887012958526611 (6.639654517173767) | > loss_mel: 11.2666654586792 (12.626774311065674) | > loss_duration: 1.7469654083251953 (1.660937339067459) | > loss_1: 22.97845458984375 (25.244041919708252)  --> STEP: 5 | > loss_disc: 2.0481953620910645 (2.3561188220977782) | > loss_disc_real_0: 0.06907223165035248 (0.13098717331886292) | > loss_disc_real_1: 0.20062734186649323 (0.22291541397571563) | > loss_disc_real_2: 0.21161530911922455 (0.2314322769641876) | > loss_disc_real_3: 0.2205091416835785 (0.20112289786338805) | > loss_disc_real_4: 0.2007211148738861 (0.19825665056705474) | > loss_disc_real_5: 0.1521972119808197 (0.22422547042369842) | > loss_0: 2.0481953620910645 (2.3561188220977782) | > loss_gen: 2.6841676235198975 (2.37471489906311) | > loss_kl: 2.0075247287750244 (2.0169639587402344) | > loss_feat: 10.434284210205078 (7.39858045578003) | > loss_mel: 17.376644134521484 (13.576748275756836) | > loss_duration: 1.5074446201324463 (1.6302387952804565) | > loss_1: 34.010066986083984 (26.997246932983398) --> EVAL PERFORMANCE | > avg_loader_time: 0.1563878059387207 (-0.0002631187438964788) | > avg_loss_disc: 2.3561188220977782 (+0.2059542179107665) | > avg_loss_disc_real_0: 0.13098717331886292 (+0.02723767459392548) | > avg_loss_disc_real_1: 0.22291541397571563 (+0.02391493320465088) | > avg_loss_disc_real_2: 0.2314322769641876 (+0.03245820105075836) | > avg_loss_disc_real_3: 0.20112289786338805 (-0.010622975230216991) | > avg_loss_disc_real_4: 0.19825665056705474 (-0.030828645825386053) | > avg_loss_disc_real_5: 0.22422547042369842 (+0.017391011118888855) | > avg_loss_0: 2.3561188220977782 (+0.2059542179107665) | > avg_loss_gen: 2.37471489906311 (-0.4621105194091797) | > avg_loss_kl: 2.0169639587402344 (+0.010402536392212003) | > avg_loss_feat: 7.39858045578003 (-0.7206893920898434) | > avg_loss_mel: 13.576748275756836 (-1.0771165847778317) | > avg_loss_duration: 1.6302387952804565 (-0.016363978385925293) | > avg_loss_1: 26.997246932983398 (-2.2658767700195312)  > EPOCH: 34/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 02:04:10)   --> TIME: 2025-02-20 02:04:28 -- STEP: 21/924 -- GLOBAL_STEP: 77300 | > loss_disc: 2.2513551712036133 (2.2636998835064115) | > loss_disc_real_0: 0.1430283784866333 (0.12841545258249554) | > loss_disc_real_1: 0.15971501171588898 (0.1922307929822377) | > loss_disc_real_2: 0.21585702896118164 (0.20090479652086893) | > loss_disc_real_3: 0.17292420566082 (0.20327713375999815) | > loss_disc_real_4: 0.22574611008167267 (0.21411272244794027) | > loss_disc_real_5: 0.2050175815820694 (0.2059668685708727) | > loss_0: 2.2513551712036133 (2.2636998835064115) | > grad_norm_0: tensor(69.3600, device='cuda:0') (tensor(67.5989, device='cuda:0')) | > loss_gen: 2.823990821838379 (2.7015870185125443) | > loss_kl: 2.1060855388641357 (2.1665044966198144) | > loss_feat: 7.698256015777588 (8.30367912564959) | > loss_mel: 15.382279396057129 (15.355337914966402) | > loss_duration: 1.649754524230957 (1.615759253501892) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.66036605834961 (30.14286795116606) | > grad_norm_1: tensor(1718.0563, device='cuda:0') (tensor(1567.5242, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.7526 (0.762775216783796) | > loader_time: 0.0105 (0.01110846655709403)  --> TIME: 2025-02-20 02:05:07 -- STEP: 71/924 -- GLOBAL_STEP: 77350 | > loss_disc: 2.4181838035583496 (2.2687444351088835) | > loss_disc_real_0: 0.21299521625041962 (0.13080229636439136) | > loss_disc_real_1: 0.22104735672473907 (0.19328584175714306) | > loss_disc_real_2: 0.20808938145637512 (0.20509682406841864) | > loss_disc_real_3: 0.27804890275001526 (0.206123046052288) | > loss_disc_real_4: 0.25719064474105835 (0.21635080160389483) | > loss_disc_real_5: 0.235192209482193 (0.20752260340771206) | > loss_0: 2.4181838035583496 (2.2687444351088835) | > grad_norm_0: tensor(94.1990, device='cuda:0') (tensor(83.6343, device='cuda:0')) | > loss_gen: 2.813537120819092 (2.744937127744648) | > loss_kl: 2.45127272605896 (2.219738649650359) | > loss_feat: 8.521871566772461 (8.491296318215385) | > loss_mel: 16.70574378967285 (15.597487946631203) | > loss_duration: 1.6090710163116455 (1.6240452007508615) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.101497650146484 (30.677505197659343) | > grad_norm_1: tensor(1453.6879, device='cuda:0') (tensor(1587.7993, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.6965 (0.7636303532291466) | > loader_time: 0.0096 (0.01109572195670974)  --> TIME: 2025-02-20 02:05:46 -- STEP: 121/924 -- GLOBAL_STEP: 77400 | > loss_disc: 2.419414758682251 (2.2782215934154415) | > loss_disc_real_0: 0.16787950694561005 (0.13000094982957056) | > loss_disc_real_1: 0.19566665589809418 (0.1947765894665206) | > loss_disc_real_2: 0.2344600260257721 (0.2052160981765463) | > loss_disc_real_3: 0.21102042496204376 (0.20568676391416343) | > loss_disc_real_4: 0.21019506454467773 (0.21528144611800012) | > loss_disc_real_5: 0.25561386346817017 (0.20719558985765316) | > loss_0: 2.419414758682251 (2.2782215934154415) | > grad_norm_0: tensor(132.3274, device='cuda:0') (tensor(84.4204, device='cuda:0')) | > loss_gen: 2.724402666091919 (2.735504631168585) | > loss_kl: 2.29833722114563 (2.220835895577737) | > loss_feat: 7.787343978881836 (8.440352258603436) | > loss_mel: 15.442423820495605 (15.512469945860303) | > loss_duration: 1.6216886043548584 (1.6270231609502113) | > amp_scaler: 128.0 (74.5785123966942) | > loss_1: 29.874197006225586 (30.536185776891788) | > grad_norm_1: tensor(1771.2136, device='cuda:0') (tensor(1439.9896, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.827 (0.761603339644503) | > loader_time: 0.0113 (0.011083853146261423)  --> TIME: 2025-02-20 02:06:25 -- STEP: 171/924 -- GLOBAL_STEP: 77450 | > loss_disc: 2.16873836517334 (2.274354213162474) | > loss_disc_real_0: 0.15121199190616608 (0.12339928672153352) | > loss_disc_real_1: 0.15786860883235931 (0.19570111783972957) | > loss_disc_real_2: 0.1843271553516388 (0.2055885652352494) | > loss_disc_real_3: 0.19794924557209015 (0.20702395165524287) | > loss_disc_real_4: 0.2182224690914154 (0.2154720439548381) | > loss_disc_real_5: 0.2122473567724228 (0.20826257068162773) | > loss_0: 2.16873836517334 (2.274354213162474) | > grad_norm_0: tensor(109.4436, device='cuda:0') (tensor(79.7183, device='cuda:0')) | > loss_gen: 2.9140000343322754 (2.7378061291767137) | > loss_kl: 2.2475905418395996 (2.2230020106187323) | > loss_feat: 9.307427406311035 (8.42738442114222) | > loss_mel: 15.862954139709473 (15.49891860024971) | > loss_duration: 1.5956002473831177 (1.6265417783581027) | > amp_scaler: 128.0 (90.19883040935672) | > loss_1: 31.92757225036621 (30.513652846130014) | > grad_norm_1: tensor(639.5131, device='cuda:0') (tensor(1338.8688, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.7885 (0.7628388530329651) | > loader_time: 0.0109 (0.011082930871617729)  --> TIME: 2025-02-20 02:07:04 -- STEP: 221/924 -- GLOBAL_STEP: 77500 | > loss_disc: 2.193660259246826 (2.2592118115446684) | > loss_disc_real_0: 0.07429676502943039 (0.11547096024743574) | > loss_disc_real_1: 0.18276892602443695 (0.19569359706268052) | > loss_disc_real_2: 0.21981331706047058 (0.2057048589395721) | > loss_disc_real_3: 0.19863936305046082 (0.20668223385627454) | > loss_disc_real_4: 0.2207830846309662 (0.21561450008892905) | > loss_disc_real_5: 0.1787651926279068 (0.20805220191295332) | > loss_0: 2.193660259246826 (2.2592118115446684) | > grad_norm_0: tensor(14.1436, device='cuda:0') (tensor(74.3024, device='cuda:0')) | > loss_gen: 2.715463161468506 (2.758303488002104) | > loss_kl: 2.4553585052490234 (2.2244023872176957) | > loss_feat: 7.791068077087402 (8.504034763008224) | > loss_mel: 14.3109130859375 (15.495243633494658) | > loss_duration: 1.6874252557754517 (1.6253040721513567) | > amp_scaler: 128.0 (98.75113122171945) | > loss_1: 28.960227966308594 (30.607288265659797) | > grad_norm_1: tensor(696.9007, device='cuda:0') (tensor(1232.9399, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.7812 (0.7628804439872635) | > loader_time: 0.0113 (0.01109551844014302)  --> TIME: 2025-02-20 02:07:43 -- STEP: 271/924 -- GLOBAL_STEP: 77550 | > loss_disc: 2.5403647422790527 (2.2553171236136738) | > loss_disc_real_0: 0.09342851489782333 (0.11316917564486229) | > loss_disc_real_1: 0.21939870715141296 (0.19607540811119925) | > loss_disc_real_2: 0.1979065239429474 (0.20517698155777916) | > loss_disc_real_3: 0.2853910028934479 (0.2074553109842913) | > loss_disc_real_4: 0.19417956471443176 (0.21518180637561968) | > loss_disc_real_5: 0.2504674792289734 (0.20823005358671354) | > loss_0: 2.5403647422790527 (2.2553171236136738) | > grad_norm_0: tensor(82.6836, device='cuda:0') (tensor(72.1935, device='cuda:0')) | > loss_gen: 2.277345657348633 (2.7609857219611587) | > loss_kl: 2.06760573387146 (2.2234376422593503) | > loss_feat: 7.248340606689453 (8.504976911298467) | > loss_mel: 14.879535675048828 (15.471473243403699) | > loss_duration: 1.602081060409546 (1.6253832864585398) | > amp_scaler: 128.0 (104.14760147601476) | > loss_1: 28.074909210205078 (30.58625678030767) | > grad_norm_1: tensor(367.9164, device='cuda:0') (tensor(1194.8506, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.7091 (0.762141801334395) | > loader_time: 0.0092 (0.011083864197959762)  --> TIME: 2025-02-20 02:08:22 -- STEP: 321/924 -- GLOBAL_STEP: 77600 | > loss_disc: 2.449486017227173 (2.24891315256695) | > loss_disc_real_0: 0.26876068115234375 (0.1124333576690928) | > loss_disc_real_1: 0.17884433269500732 (0.19519226977201265) | > loss_disc_real_2: 0.22829796373844147 (0.20521295827311523) | > loss_disc_real_3: 0.23746250569820404 (0.20754817889486893) | > loss_disc_real_4: 0.2215411216020584 (0.21450324806840254) | > loss_disc_real_5: 0.23870939016342163 (0.20819594485923146) | > loss_0: 2.449486017227173 (2.24891315256695) | > grad_norm_0: tensor(238.2309, device='cuda:0') (tensor(72.1706, device='cuda:0')) | > loss_gen: 2.6826484203338623 (2.7685914878904634) | > loss_kl: 2.3055715560913086 (2.2268329669381948) | > loss_feat: 8.079826354980469 (8.54059445152402) | > loss_mel: 15.18783950805664 (15.498832634304915) | > loss_duration: 1.6593801975250244 (1.6251341357038032) | > amp_scaler: 128.0 (107.86292834890968) | > loss_1: 29.915266036987305 (30.65998569975761) | > grad_norm_1: tensor(1454.5106, device='cuda:0') (tensor(1197.8109, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.7653 (0.7645609854166382) | > loader_time: 0.0106 (0.011163010404117376)  --> TIME: 2025-02-20 02:09:01 -- STEP: 371/924 -- GLOBAL_STEP: 77650 | > loss_disc: 2.238986015319824 (2.2455827087726226) | > loss_disc_real_0: 0.1847686916589737 (0.11096433182610979) | > loss_disc_real_1: 0.24414967000484467 (0.19478970123429826) | > loss_disc_real_2: 0.1865793615579605 (0.20541316070003976) | > loss_disc_real_3: 0.21905171871185303 (0.20730003092006213) | > loss_disc_real_4: 0.19318190217018127 (0.21425839864982751) | > loss_disc_real_5: 0.21578678488731384 (0.20773946375377744) | > loss_0: 2.238986015319824 (2.2455827087726226) | > grad_norm_0: tensor(88.2324, device='cuda:0') (tensor(70.7283, device='cuda:0')) | > loss_gen: 2.9823148250579834 (2.7755918065814003) | > loss_kl: 2.1123311519622803 (2.2276879031703145) | > loss_feat: 8.963851928710938 (8.545644398969465) | > loss_mel: 15.572186470031738 (15.46136911345942) | > loss_duration: 1.6410266160964966 (1.6258408644128683) | > amp_scaler: 128.0 (110.5768194070081) | > loss_1: 31.271711349487305 (30.636134093662477) | > grad_norm_1: tensor(270.5910, device='cuda:0') (tensor(1136.1389, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.727 (0.7646623049784863) | > loader_time: 0.0096 (0.011192212528938227)  --> TIME: 2025-02-20 02:09:40 -- STEP: 421/924 -- GLOBAL_STEP: 77700 | > loss_disc: 2.3810787200927734 (2.2457569933843704) | > loss_disc_real_0: 0.1395207941532135 (0.11084492432037614) | > loss_disc_real_1: 0.20413029193878174 (0.19456841794866847) | > loss_disc_real_2: 0.1978357583284378 (0.20546568629294285) | > loss_disc_real_3: 0.175166055560112 (0.2068463174223617) | > loss_disc_real_4: 0.18006427586078644 (0.21459126688380709) | > loss_disc_real_5: 0.18761159479618073 (0.20724938866503173) | > loss_0: 2.3810787200927734 (2.2457569933843704) | > grad_norm_0: tensor(150.1229, device='cuda:0') (tensor(68.4169, device='cuda:0')) | > loss_gen: 2.5501716136932373 (2.768708652102183) | > loss_kl: 2.222670555114746 (2.223934566040218) | > loss_feat: 8.651219367980957 (8.527893958918556) | > loss_mel: 15.514861106872559 (15.440211080881875) | > loss_duration: 1.6439359188079834 (1.6252685779630434) | > amp_scaler: 128.0 (112.64608076009503) | > loss_1: 30.58285903930664 (30.58601685204585) | > grad_norm_1: tensor(1959.8407, device='cuda:0') (tensor(1140.7330, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.7585 (0.7649631670138615) | > loader_time: 0.0104 (0.011235452321249624)  --> TIME: 2025-02-20 02:10:20 -- STEP: 471/924 -- GLOBAL_STEP: 77750 | > loss_disc: 2.256129264831543 (2.2473159562756795) | > loss_disc_real_0: 0.11398999392986298 (0.11349358453144441) | > loss_disc_real_1: 0.1954675018787384 (0.19452071000056662) | > loss_disc_real_2: 0.19939352571964264 (0.205132773347721) | > loss_disc_real_3: 0.20222000777721405 (0.20678380872033966) | > loss_disc_real_4: 0.18792209029197693 (0.21446057242952338) | > loss_disc_real_5: 0.2239687144756317 (0.20670725857629396) | > loss_0: 2.256129264831543 (2.2473159562756795) | > grad_norm_0: tensor(32.9543, device='cuda:0') (tensor(68.8971, device='cuda:0')) | > loss_gen: 2.604801654815674 (2.767854201059686) | > loss_kl: 2.4041876792907715 (2.2250639478618632) | > loss_feat: 8.035005569458008 (8.526729320518017) | > loss_mel: 15.952845573425293 (15.452533063868302) | > loss_duration: 1.658659815788269 (1.6256044627248358) | > amp_scaler: 128.0 (114.27600849256902) | > loss_1: 30.655500411987305 (30.59778501425579) | > grad_norm_1: tensor(118.0354, device='cuda:0') (tensor(1121.9838, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.7909 (0.7655159222345697) | > loader_time: 0.0128 (0.01123249151144817)  --> TIME: 2025-02-20 02:10:59 -- STEP: 521/924 -- GLOBAL_STEP: 77800 | > loss_disc: 2.1755318641662598 (2.24659784123902) | > loss_disc_real_0: 0.08555585891008377 (0.11447591278094249) | > loss_disc_real_1: 0.17269177734851837 (0.19439151548492703) | > loss_disc_real_2: 0.2524532377719879 (0.205070318107184) | > loss_disc_real_3: 0.19114206731319427 (0.20671325149783248) | > loss_disc_real_4: 0.207264706492424 (0.21435738668103138) | > loss_disc_real_5: 0.21102699637413025 (0.20651398384639724) | > loss_0: 2.1755318641662598 (2.24659784123902) | > grad_norm_0: tensor(19.3947, device='cuda:0') (tensor(68.6816, device='cuda:0')) | > loss_gen: 2.7624361515045166 (2.766737117419545) | > loss_kl: 2.0238616466522217 (2.2268949591495666) | > loss_feat: 8.589471817016602 (8.51677468093022) | > loss_mel: 14.321133613586426 (15.45435435209073) | > loss_duration: 1.6253215074539185 (1.6251519463112627) | > amp_scaler: 128.0 (115.59309021113245) | > loss_1: 29.32222557067871 (30.589913066197724) | > grad_norm_1: tensor(513.8455, device='cuda:0') (tensor(1127.1000, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.7679 (0.7653871383410727) | > loader_time: 0.011 (0.011207736613883164)  --> TIME: 2025-02-20 02:11:38 -- STEP: 571/924 -- GLOBAL_STEP: 77850 | > loss_disc: 2.3369829654693604 (2.243077857899372) | > loss_disc_real_0: 0.159996896982193 (0.11274955556736098) | > loss_disc_real_1: 0.18856969475746155 (0.19418909516831412) | > loss_disc_real_2: 0.23428165912628174 (0.2048801903966847) | > loss_disc_real_3: 0.2175598442554474 (0.2067091695951288) | > loss_disc_real_4: 0.2562350034713745 (0.21441412488758674) | > loss_disc_real_5: 0.1884240210056305 (0.20608603667252537) | > loss_0: 2.3369829654693604 (2.243077857899372) | > grad_norm_0: tensor(74.1897, device='cuda:0') (tensor(67.0893, device='cuda:0')) | > loss_gen: 2.72355055809021 (2.768378716634159) | > loss_kl: 2.1884684562683105 (2.2254260895339875) | > loss_feat: 7.794753074645996 (8.526641637765376) | > loss_mel: 14.415857315063477 (15.453138478374314) | > loss_duration: 1.6390694379806519 (1.624981159921703) | > amp_scaler: 128.0 (116.67950963222417) | > loss_1: 28.76169776916504 (30.598566075340045) | > grad_norm_1: tensor(1362.3503, device='cuda:0') (tensor(1110.2985, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.7655 (0.7655258625484808) | > loader_time: 0.01 (0.01118620181041924)  --> TIME: 2025-02-20 02:12:17 -- STEP: 621/924 -- GLOBAL_STEP: 77900 | > loss_disc: 2.3821377754211426 (2.243401929184242) | > loss_disc_real_0: 0.062221407890319824 (0.11227482261553093) | > loss_disc_real_1: 0.18688030540943146 (0.19398968118496362) | > loss_disc_real_2: 0.21973846852779388 (0.2049023814247428) | > loss_disc_real_3: 0.21527375280857086 (0.20700730649745397) | > loss_disc_real_4: 0.25908657908439636 (0.21457454204655316) | > loss_disc_real_5: 0.18489579856395721 (0.2064060216796572) | > loss_0: 2.3821377754211426 (2.243401929184242) | > grad_norm_0: tensor(52.2419, device='cuda:0') (tensor(66.5640, device='cuda:0')) | > loss_gen: 2.5424983501434326 (2.7675049132195046) | > loss_kl: 2.2872066497802734 (2.2266379120653146) | > loss_feat: 8.643800735473633 (8.525512566313072) | > loss_mel: 15.444531440734863 (15.45321936154327) | > loss_duration: 1.5790272951126099 (1.6248087886834877) | > amp_scaler: 128.0 (117.59098228663446) | > loss_1: 30.49706268310547 (30.59768353337827) | > grad_norm_1: tensor(1387.5095, device='cuda:0') (tensor(1107.6813, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.8126 (0.7655886002784766) | > loader_time: 0.0115 (0.01115863641870962)  --> TIME: 2025-02-20 02:12:56 -- STEP: 671/924 -- GLOBAL_STEP: 77950 | > loss_disc: 2.1631901264190674 (2.242530438654823) | > loss_disc_real_0: 0.14357708394527435 (0.11155705185032458) | > loss_disc_real_1: 0.21272335946559906 (0.19390796315918718) | > loss_disc_real_2: 0.21248364448547363 (0.2047438174708236) | > loss_disc_real_3: 0.18352656066417694 (0.20706239313819894) | > loss_disc_real_4: 0.20920470356941223 (0.2147537244236772) | > loss_disc_real_5: 0.19407327473163605 (0.20650447623029738) | > loss_0: 2.1631901264190674 (2.242530438654823) | > grad_norm_0: tensor(94.4297, device='cuda:0') (tensor(65.9574, device='cuda:0')) | > loss_gen: 2.98502516746521 (2.7695687346593427) | > loss_kl: 2.2385549545288086 (2.2246674768260246) | > loss_feat: 8.75779914855957 (8.519794805216893) | > loss_mel: 15.98203182220459 (15.431184400567) | > loss_duration: 1.6026802062988281 (1.6245234417666625) | > amp_scaler: 128.0 (118.3666169895678) | > loss_1: 31.566091537475586 (30.569738862766773) | > grad_norm_1: tensor(690.9694, device='cuda:0') (tensor(1090.3501, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.7899 (0.765846096811991) | > loader_time: 0.0113 (0.011127929573798143)  --> TIME: 2025-02-20 02:13:35 -- STEP: 721/924 -- GLOBAL_STEP: 78000 | > loss_disc: 2.369131565093994 (2.2425006484191696) | > loss_disc_real_0: 0.141029492020607 (0.11180361800526116) | > loss_disc_real_1: 0.2000163346529007 (0.19367443965476677) | > loss_disc_real_2: 0.21509350836277008 (0.20453240053828992) | > loss_disc_real_3: 0.20589466392993927 (0.20700033009052268) | > loss_disc_real_4: 0.2685346305370331 (0.21467943036936532) | > loss_disc_real_5: 0.2327297329902649 (0.206460944367844) | > loss_0: 2.369131565093994 (2.2425006484191696) | > grad_norm_0: tensor(73.2411, device='cuda:0') (tensor(65.6679, device='cuda:0')) | > loss_gen: 2.762573480606079 (2.769024593985524) | > loss_kl: 2.3121936321258545 (2.226444708490833) | > loss_feat: 7.959799766540527 (8.522749117111854) | > loss_mel: 15.20507526397705 (15.435540309064763) | > loss_duration: 1.6263809204101562 (1.624382727354476) | > amp_scaler: 128.0 (119.03467406380028) | > loss_1: 29.866024017333984 (30.57814147568278) | > grad_norm_1: tensor(1503.9501, device='cuda:0') (tensor(1105.6240, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.7413 (0.7661521867971646) | > loader_time: 0.0097 (0.011109848789633057) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_78000.pth  --> TIME: 2025-02-20 02:14:17 -- STEP: 771/924 -- GLOBAL_STEP: 78050 | > loss_disc: 2.3765969276428223 (2.2461321013756104) | > loss_disc_real_0: 0.17756310105323792 (0.11350691960170264) | > loss_disc_real_1: 0.158756822347641 (0.1935992922957613) | > loss_disc_real_2: 0.19287163019180298 (0.20472627120568454) | > loss_disc_real_3: 0.20555567741394043 (0.2070569740233872) | > loss_disc_real_4: 0.20264320075511932 (0.21474873047471826) | > loss_disc_real_5: 0.2024683952331543 (0.20648342125533317) | > loss_0: 2.3765969276428223 (2.2461321013756104) | > grad_norm_0: tensor(65.1987, device='cuda:0') (tensor(65.6042, device='cuda:0')) | > loss_gen: 2.6457436084747314 (2.763988909863617) | > loss_kl: 2.1974549293518066 (2.2251800433207096) | > loss_feat: 9.006390571594238 (8.510770625795976) | > loss_mel: 16.078819274902344 (15.442703568672547) | > loss_duration: 1.6911606788635254 (1.6248585754176834) | > amp_scaler: 128.0 (119.61608300907912) | > loss_1: 31.619569778442383 (30.56750172616288) | > grad_norm_1: tensor(1598.7233, device='cuda:0') (tensor(1119.0294, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.7727 (0.7663701375325521) | > loader_time: 0.0109 (0.011099843199614878)  --> TIME: 2025-02-20 02:14:56 -- STEP: 821/924 -- GLOBAL_STEP: 78100 | > loss_disc: 2.0992414951324463 (2.2475257336585104) | > loss_disc_real_0: 0.12170988321304321 (0.11407419725181703) | > loss_disc_real_1: 0.1607278287410736 (0.19370290003580806) | > loss_disc_real_2: 0.21436145901679993 (0.2048137778922209) | > loss_disc_real_3: 0.17309950292110443 (0.20682391395449776) | > loss_disc_real_4: 0.20003925263881683 (0.21481269136996864) | > loss_disc_real_5: 0.18247157335281372 (0.20641143950344445) | > loss_0: 2.0992414951324463 (2.2475257336585104) | > grad_norm_0: tensor(65.5753, device='cuda:0') (tensor(66.2628, device='cuda:0')) | > loss_gen: 2.878183603286743 (2.763787851263918) | > loss_kl: 2.2786617279052734 (2.224587311698224) | > loss_feat: 8.87846565246582 (8.508079224469146) | > loss_mel: 16.70248794555664 (15.451995907689419) | > loss_duration: 1.5890312194824219 (1.6247392666325358) | > amp_scaler: 128.0 (120.12667478684531) | > loss_1: 32.32682800292969 (30.57318955304126) | > grad_norm_1: tensor(1274.1803, device='cuda:0') (tensor(1113.6613, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.7423 (0.7662281507986908) | > loader_time: 0.0094 (0.01111565786215332)  --> TIME: 2025-02-20 02:15:35 -- STEP: 871/924 -- GLOBAL_STEP: 78150 | > loss_disc: 2.1806540489196777 (2.2462772631891488) | > loss_disc_real_0: 0.1569860875606537 (0.11336631015644553) | > loss_disc_real_1: 0.18824972212314606 (0.19370354819790492) | > loss_disc_real_2: 0.18774738907814026 (0.20473502280380929) | > loss_disc_real_3: 0.17874392867088318 (0.20694294849027853) | > loss_disc_real_4: 0.1737794578075409 (0.2147904897256232) | > loss_disc_real_5: 0.2200615555047989 (0.20653798284883756) | > loss_0: 2.1806540489196777 (2.2462772631891488) | > grad_norm_0: tensor(63.7983, device='cuda:0') (tensor(66.0217, device='cuda:0')) | > loss_gen: 2.951415538787842 (2.765793033910806) | > loss_kl: 2.3643243312835693 (2.2263531138784667) | > loss_feat: 9.287435531616211 (8.5150517623542) | > loss_mel: 16.60118293762207 (15.445212093751822) | > loss_duration: 1.6223154067993164 (1.6248349236018624) | > amp_scaler: 128.0 (120.57864523536165) | > loss_1: 32.82667541503906 (30.577244932698054) | > grad_norm_1: tensor(1358.9744, device='cuda:0') (tensor(1108.6128, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.7397 (0.7661240265098422) | > loader_time: 0.0098 (0.011122104084176935)  --> TIME: 2025-02-20 02:16:14 -- STEP: 921/924 -- GLOBAL_STEP: 78200 | > loss_disc: 2.1897101402282715 (2.2439218055412313) | > loss_disc_real_0: 0.09083982557058334 (0.11291146234697161) | > loss_disc_real_1: 0.1611667424440384 (0.19348311484118874) | > loss_disc_real_2: 0.1713358461856842 (0.20467092981814833) | > loss_disc_real_3: 0.2052888572216034 (0.20678376709793594) | > loss_disc_real_4: 0.2010360211133957 (0.2146169648108343) | > loss_disc_real_5: 0.19198282063007355 (0.20630109308532218) | > loss_0: 2.1897101402282715 (2.2439218055412313) | > grad_norm_0: tensor(120.0325, device='cuda:0') (tensor(66.3778, device='cuda:0')) | > loss_gen: 2.693488836288452 (2.7681523622311897) | > loss_kl: 2.358978271484375 (2.227748092429771) | > loss_feat: 9.179458618164062 (8.528602249588669) | > loss_mel: 16.073257446289062 (15.45921772802562) | > loss_duration: 1.6608792543411255 (1.6246446941885189) | > amp_scaler: 128.0 (120.9815418023887) | > loss_1: 31.966062545776367 (30.60836513241779) | > grad_norm_1: tensor(1406.4890, device='cuda:0') (tensor(1112.1412, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.7362 (0.766016147812337) | > loader_time: 0.0101 (0.011095306901797145)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5323193073272705 (2.5323193073272705) | > loss_disc_real_0: 0.2866920530796051 (0.2866920530796051) | > loss_disc_real_1: 0.22176910936832428 (0.22176910936832428) | > loss_disc_real_2: 0.25958505272865295 (0.25958505272865295) | > loss_disc_real_3: 0.18893852829933167 (0.18893852829933167) | > loss_disc_real_4: 0.24341800808906555 (0.24341800808906555) | > loss_disc_real_5: 0.24251608550548553 (0.24251608550548553) | > loss_0: 2.5323193073272705 (2.5323193073272705) | > loss_gen: 2.526350975036621 (2.526350975036621) | > loss_kl: 2.1275312900543213 (2.1275312900543213) | > loss_feat: 6.544857025146484 (6.544857025146484) | > loss_mel: 13.300498008728027 (13.300498008728027) | > loss_duration: 1.6781283617019653 (1.6781283617019653) | > loss_1: 26.177366256713867 (26.177366256713867)  --> STEP: 1 | > loss_disc: 2.37893009185791 (2.37893009185791) | > loss_disc_real_0: 0.2597394585609436 (0.2597394585609436) | > loss_disc_real_1: 0.2017722874879837 (0.2017722874879837) | > loss_disc_real_2: 0.24780060350894928 (0.24780060350894928) | > loss_disc_real_3: 0.18025657534599304 (0.18025657534599304) | > loss_disc_real_4: 0.21324701607227325 (0.21324701607227325) | > loss_disc_real_5: 0.1896691769361496 (0.1896691769361496) | > loss_0: 2.37893009185791 (2.37893009185791) | > loss_gen: 2.644390344619751 (2.644390344619751) | > loss_kl: 2.0175812244415283 (2.0175812244415283) | > loss_feat: 8.179032325744629 (8.179032325744629) | > loss_mel: 14.409666061401367 (14.409666061401367) | > loss_duration: 1.6748645305633545 (1.6748645305633545) | > loss_1: 28.925533294677734 (28.925533294677734)  --> STEP: 2 | > loss_disc: 2.3865432739257812 (2.3827366828918457) | > loss_disc_real_0: 0.2578124403953552 (0.2587759494781494) | > loss_disc_real_1: 0.1999274045228958 (0.20084984600543976) | > loss_disc_real_2: 0.24694955348968506 (0.24737507849931717) | > loss_disc_real_3: 0.20656609535217285 (0.19341133534908295) | > loss_disc_real_4: 0.24755313992500305 (0.23040007799863815) | > loss_disc_real_5: 0.21953332424163818 (0.2046012505888939) | > loss_0: 2.3865432739257812 (2.3827366828918457) | > loss_gen: 2.7520618438720703 (2.6982260942459106) | > loss_kl: 2.091076374053955 (2.0543287992477417) | > loss_feat: 7.96075963973999 (8.06989598274231) | > loss_mel: 15.04874324798584 (14.729204654693604) | > loss_duration: 1.5747156143188477 (1.624790072441101) | > loss_1: 29.427356719970703 (29.17644500732422)  --> STEP: 3 | > loss_disc: 2.554147243499756 (2.439873536427816) | > loss_disc_real_0: 0.30355772376060486 (0.2737032075723012) | > loss_disc_real_1: 0.19848385453224182 (0.20006118218104044) | > loss_disc_real_2: 0.23409129679203033 (0.2429471512635549) | > loss_disc_real_3: 0.1901826411485672 (0.19233510394891104) | > loss_disc_real_4: 0.23020267486572266 (0.23033427695433298) | > loss_disc_real_5: 0.21263892948627472 (0.20728047688802084) | > loss_0: 2.554147243499756 (2.439873536427816) | > loss_gen: 2.4473366737365723 (2.6145962874094644) | > loss_kl: 2.1990795135498047 (2.102579037348429) | > loss_feat: 6.5226006507873535 (7.554130872090657) | > loss_mel: 12.529250144958496 (13.9958864847819) | > loss_duration: 1.646142601966858 (1.63190758228302) | > loss_1: 25.344409942626953 (27.899099985758465)  --> STEP: 4 | > loss_disc: 2.547250747680664 (2.466717839241028) | > loss_disc_real_0: 0.28327521681785583 (0.2760962098836899) | > loss_disc_real_1: 0.20135724544525146 (0.2003851979970932) | > loss_disc_real_2: 0.2529103755950928 (0.24543795734643936) | > loss_disc_real_3: 0.2193843573331833 (0.1990974172949791) | > loss_disc_real_4: 0.23340031504631042 (0.23110078647732735) | > loss_disc_real_5: 0.22052033245563507 (0.2105904407799244) | > loss_0: 2.547250747680664 (2.466717839241028) | > loss_gen: 2.447577476501465 (2.5728415846824646) | > loss_kl: 2.2837374210357666 (2.1478686332702637) | > loss_feat: 6.167449951171875 (7.207460641860962) | > loss_mel: 11.133609771728516 (13.280317306518555) | > loss_duration: 1.7525157928466797 (1.662059634923935) | > loss_1: 23.78489112854004 (26.870547771453857)  --> STEP: 5 | > loss_disc: 2.340543031692505 (2.4414828777313233) | > loss_disc_real_0: 0.31843802332878113 (0.2845645725727081) | > loss_disc_real_1: 0.21166111528873444 (0.20264038145542146) | > loss_disc_real_2: 0.27614450454711914 (0.25157926678657533) | > loss_disc_real_3: 0.2117622345685959 (0.20163038074970246) | > loss_disc_real_4: 0.21388879418373108 (0.2276583880186081) | > loss_disc_real_5: 0.22542664408683777 (0.21355768144130707) | > loss_0: 2.340543031692505 (2.4414828777313233) | > loss_gen: 2.893388032913208 (2.636950874328613) | > loss_kl: 2.1461069583892822 (2.147516298294067) | > loss_feat: 9.427123069763184 (7.651393127441406) | > loss_mel: 17.359539031982422 (14.096161651611329) | > loss_duration: 1.5052776336669922 (1.6307032346725463) | > loss_1: 33.33143615722656 (28.1627254486084) --> EVAL PERFORMANCE | > avg_loader_time: 0.15548233985900878 (-0.0009054660797119252) | > avg_loss_disc: 2.4414828777313233 (+0.0853640556335451) | > avg_loss_disc_real_0: 0.2845645725727081 (+0.1535773992538452) | > avg_loss_disc_real_1: 0.20264038145542146 (-0.020275032520294167) | > avg_loss_disc_real_2: 0.25157926678657533 (+0.020146989822387718) | > avg_loss_disc_real_3: 0.20163038074970246 (+0.0005074828863144143) | > avg_loss_disc_real_4: 0.2276583880186081 (+0.02940173745155336) | > avg_loss_disc_real_5: 0.21355768144130707 (-0.010667788982391346) | > avg_loss_0: 2.4414828777313233 (+0.0853640556335451) | > avg_loss_gen: 2.636950874328613 (+0.262235975265503) | > avg_loss_kl: 2.147516298294067 (+0.13055233955383283) | > avg_loss_feat: 7.651393127441406 (+0.2528126716613768) | > avg_loss_mel: 14.096161651611329 (+0.5194133758544925) | > avg_loss_duration: 1.6307032346725463 (+0.00046443939208984375) | > avg_loss_1: 28.1627254486084 (+1.1654785156250007)  > EPOCH: 35/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 02:16:24)   --> TIME: 2025-02-20 02:17:03 -- STEP: 47/924 -- GLOBAL_STEP: 78250 | > loss_disc: 2.155728340148926 (2.2769609765803556) | > loss_disc_real_0: 0.12859497964382172 (0.12352275452081193) | > loss_disc_real_1: 0.18093158304691315 (0.19723159265010914) | > loss_disc_real_2: 0.22367621958255768 (0.204562560674992) | > loss_disc_real_3: 0.19238993525505066 (0.21026554354961882) | > loss_disc_real_4: 0.18651221692562103 (0.21493692030297948) | > loss_disc_real_5: 0.2503845989704132 (0.20743588912994304) | > loss_0: 2.155728340148926 (2.2769609765803556) | > grad_norm_0: tensor(53.8591, device='cuda:0') (tensor(76.1048, device='cuda:0')) | > loss_gen: 2.872678279876709 (2.7647601695770914) | > loss_kl: 2.1330418586730957 (2.222148296680856) | > loss_feat: 9.047167778015137 (8.470434280152016) | > loss_mel: 16.389820098876953 (15.327960521616834) | > loss_duration: 1.6497550010681152 (1.627971628878979) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.092464447021484 (30.413275089669735) | > grad_norm_1: tensor(1791.8599, device='cuda:0') (tensor(1129.3378, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.7311 (0.7650712195863116) | > loader_time: 0.0156 (0.01129729189771287)  --> TIME: 2025-02-20 02:17:42 -- STEP: 97/924 -- GLOBAL_STEP: 78300 | > loss_disc: 2.147869825363159 (2.2570091375370605) | > loss_disc_real_0: 0.07414740324020386 (0.1205096047410031) | > loss_disc_real_1: 0.18757672607898712 (0.19346404490397148) | > loss_disc_real_2: 0.21810957789421082 (0.20377535150223172) | > loss_disc_real_3: 0.22521905601024628 (0.20695789112258203) | > loss_disc_real_4: 0.21202974021434784 (0.21589561206163818) | > loss_disc_real_5: 0.21444888412952423 (0.2073024492902854) | > loss_0: 2.147869825363159 (2.2570091375370605) | > grad_norm_0: tensor(129.3319, device='cuda:0') (tensor(78.2073, device='cuda:0')) | > loss_gen: 2.715200901031494 (2.7619486494162646) | > loss_kl: 2.324509620666504 (2.2142919117642417) | > loss_feat: 8.353645324707031 (8.572077628263498) | > loss_mel: 16.39910125732422 (15.490072535485336) | > loss_duration: 1.6067131757736206 (1.626679285285399) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.399168014526367 (30.665070189643153) | > grad_norm_1: tensor(823.6536, device='cuda:0') (tensor(1137.7244, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.7914 (0.7657385708130513) | > loader_time: 0.0151 (0.011712081653555641)  --> TIME: 2025-02-20 02:18:21 -- STEP: 147/924 -- GLOBAL_STEP: 78350 | > loss_disc: 2.1811108589172363 (2.260848953610374) | > loss_disc_real_0: 0.10968389362096786 (0.12333254351401005) | > loss_disc_real_1: 0.20136712491512299 (0.19280657567539994) | > loss_disc_real_2: 0.19810719788074493 (0.20399525964341197) | > loss_disc_real_3: 0.2131771743297577 (0.20716777636485845) | > loss_disc_real_4: 0.23765097558498383 (0.2152611991377915) | > loss_disc_real_5: 0.1851753294467926 (0.20723904121895226) | > loss_0: 2.1811108589172363 (2.260848953610374) | > grad_norm_0: tensor(92.6037, device='cuda:0') (tensor(77.8194, device='cuda:0')) | > loss_gen: 2.9497103691101074 (2.742982775175653) | > loss_kl: 2.1550400257110596 (2.2076666371352) | > loss_feat: 9.253132820129395 (8.520196188063851) | > loss_mel: 16.686113357543945 (15.471434418036013) | > loss_duration: 1.6389133930206299 (1.627110626421818) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.68291091918945 (30.56939066672812) | > grad_norm_1: tensor(1271.6132, device='cuda:0') (tensor(1103.5321, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.7741 (0.7640377891306976) | > loader_time: 0.0111 (0.011564120143449222)  --> TIME: 2025-02-20 02:19:00 -- STEP: 197/924 -- GLOBAL_STEP: 78400 | > loss_disc: 2.0746469497680664 (2.245826259482331) | > loss_disc_real_0: 0.04675879329442978 (0.11294543155029341) | > loss_disc_real_1: 0.1648995727300644 (0.19318026795907678) | > loss_disc_real_2: 0.17792107164859772 (0.2045507970346412) | > loss_disc_real_3: 0.24079041182994843 (0.20677271281099566) | > loss_disc_real_4: 0.2122330218553543 (0.21501022441133025) | > loss_disc_real_5: 0.172714501619339 (0.20761275639388768) | > loss_0: 2.0746469497680664 (2.245826259482331) | > grad_norm_0: tensor(68.7068, device='cuda:0') (tensor(69.9709, device='cuda:0')) | > loss_gen: 2.935275077819824 (2.7670695563863372) | > loss_kl: 2.323817014694214 (2.2140140521344804) | > loss_feat: 9.460923194885254 (8.576272521527285) | > loss_mel: 16.592802047729492 (15.477146894193544) | > loss_duration: 1.6568584442138672 (1.624703601532176) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.96967315673828 (30.65920661306623) | > grad_norm_1: tensor(1511.5132, device='cuda:0') (tensor(998.8404, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.7766 (0.765765941687647) | > loader_time: 0.0132 (0.01154712129970492)  --> TIME: 2025-02-20 02:19:40 -- STEP: 247/924 -- GLOBAL_STEP: 78450 | > loss_disc: 2.3984525203704834 (2.249710148162686) | > loss_disc_real_0: 0.0750388503074646 (0.11479213045012614) | > loss_disc_real_1: 0.16611842811107635 (0.19331402521625707) | > loss_disc_real_2: 0.18853281438350677 (0.20401584034265294) | > loss_disc_real_3: 0.2206801325082779 (0.20760158554986424) | > loss_disc_real_4: 0.19196480512619019 (0.2156359281858452) | > loss_disc_real_5: 0.2475893646478653 (0.20774220171486318) | > loss_0: 2.3984525203704834 (2.249710148162686) | > grad_norm_0: tensor(57.2301, device='cuda:0') (tensor(72.6251, device='cuda:0')) | > loss_gen: 2.4656965732574463 (2.7665490042342826) | > loss_kl: 2.2837483882904053 (2.2145212710145032) | > loss_feat: 8.229684829711914 (8.561607804858257) | > loss_mel: 15.630437850952148 (15.463816515347252) | > loss_duration: 1.650199055671692 (1.6270107054999965) | > amp_scaler: 64.0 (122.5587044534413) | > loss_1: 30.259767532348633 (30.633505292266968) | > grad_norm_1: tensor(676.9412, device='cuda:0') (tensor(1042.4871, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.7747 (0.7685455416860851) | > loader_time: 0.0116 (0.011475223278709748)  --> TIME: 2025-02-20 02:20:19 -- STEP: 297/924 -- GLOBAL_STEP: 78500 | > loss_disc: 2.2214865684509277 (2.2499535697879196) | > loss_disc_real_0: 0.06898583471775055 (0.11485774810065325) | > loss_disc_real_1: 0.16356399655342102 (0.19342367682192058) | > loss_disc_real_2: 0.21273787319660187 (0.20392042664365737) | > loss_disc_real_3: 0.23109470307826996 (0.2073897635595566) | > loss_disc_real_4: 0.16561079025268555 (0.21549901476612798) | > loss_disc_real_5: 0.203262060880661 (0.20766041350083728) | > loss_0: 2.2214865684509277 (2.2499535697879196) | > grad_norm_0: tensor(26.4145, device='cuda:0') (tensor(70.2440, device='cuda:0')) | > loss_gen: 2.7022342681884766 (2.7649523938946454) | > loss_kl: 2.3887076377868652 (2.2178543051485273) | > loss_feat: 8.276734352111816 (8.551507013815428) | > loss_mel: 16.40372085571289 (15.437991604660496) | > loss_duration: 1.596278190612793 (1.6279719293318213) | > amp_scaler: 64.0 (112.7003367003367) | > loss_1: 31.36767578125 (30.600277236013703) | > grad_norm_1: tensor(919.7351, device='cuda:0') (tensor(1038.5852, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.7645 (0.7682716388895057) | > loader_time: 0.016 (0.011474752265596229)  --> TIME: 2025-02-20 02:20:59 -- STEP: 347/924 -- GLOBAL_STEP: 78550 | > loss_disc: 2.3568198680877686 (2.25311778910909) | > loss_disc_real_0: 0.1595493108034134 (0.11463219405122381) | > loss_disc_real_1: 0.18620769679546356 (0.1940611707374066) | > loss_disc_real_2: 0.2121344804763794 (0.20455867283969517) | > loss_disc_real_3: 0.2002362608909607 (0.20750923450467226) | > loss_disc_real_4: 0.2108033299446106 (0.21561173630894434) | > loss_disc_real_5: 0.20363597571849823 (0.20802146162011104) | > loss_0: 2.3568198680877686 (2.25311778910909) | > grad_norm_0: tensor(26.4902, device='cuda:0') (tensor(69.9749, device='cuda:0')) | > loss_gen: 2.481397867202759 (2.7624952126648665) | > loss_kl: 2.11383318901062 (2.21593812322754) | > loss_feat: 7.186843395233154 (8.524318447717675) | > loss_mel: 15.37364387512207 (15.436256054155422) | > loss_duration: 1.6326926946640015 (1.6284696846255657) | > amp_scaler: 64.0 (105.68299711815563) | > loss_1: 28.788410186767578 (30.56747753132317) | > grad_norm_1: tensor(775.0372, device='cuda:0') (tensor(1028.7115, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.7624 (0.7695954320066606) | > loader_time: 0.0099 (0.01147709456232165)  --> TIME: 2025-02-20 02:21:38 -- STEP: 397/924 -- GLOBAL_STEP: 78600 | > loss_disc: 2.339881658554077 (2.250951670579405) | > loss_disc_real_0: 0.09765774756669998 (0.11389246780978943) | > loss_disc_real_1: 0.25159746408462524 (0.19398520139963255) | > loss_disc_real_2: 0.212270125746727 (0.2043588504533023) | > loss_disc_real_3: 0.23550671339035034 (0.20806615625130442) | > loss_disc_real_4: 0.21768620610237122 (0.21568725841772046) | > loss_disc_real_5: 0.26246389746665955 (0.20755949984269426) | > loss_0: 2.339881658554077 (2.250951670579405) | > grad_norm_0: tensor(109.6416, device='cuda:0') (tensor(70.6082, device='cuda:0')) | > loss_gen: 2.716987133026123 (2.762792449754193) | > loss_kl: 2.3383476734161377 (2.220200323938424) | > loss_feat: 7.448648929595947 (8.523719090958984) | > loss_mel: 14.591699600219727 (15.420912098824527) | > loss_duration: 1.64695405960083 (1.628351169809587) | > amp_scaler: 64.0 (100.43324937027708) | > loss_1: 28.742637634277344 (30.55597515730774) | > grad_norm_1: tensor(1206.7212, device='cuda:0') (tensor(1027.2037, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.7678 (0.7698091145426564) | > loader_time: 0.0104 (0.01146606894524332)  --> TIME: 2025-02-20 02:22:17 -- STEP: 447/924 -- GLOBAL_STEP: 78650 | > loss_disc: 2.2341110706329346 (2.2471588327313934) | > loss_disc_real_0: 0.09442242980003357 (0.11332560241455733) | > loss_disc_real_1: 0.21888525784015656 (0.19352058792940982) | > loss_disc_real_2: 0.21791736781597137 (0.20407475391090316) | > loss_disc_real_3: 0.2371320277452469 (0.2076966988893697) | > loss_disc_real_4: 0.24637113511562347 (0.2156782709312119) | > loss_disc_real_5: 0.20068101584911346 (0.2069070318201245) | > loss_0: 2.2341110706329346 (2.2471588327313934) | > grad_norm_0: tensor(84.7394, device='cuda:0') (tensor(70.9031, device='cuda:0')) | > loss_gen: 2.7982029914855957 (2.7649731956072316) | > loss_kl: 2.159381151199341 (2.2162840966410315) | > loss_feat: 8.513373374938965 (8.525587842501784) | > loss_mel: 15.480772018432617 (15.423165095199142) | > loss_duration: 1.6575429439544678 (1.627859514831697) | > amp_scaler: 64.0 (96.3579418344519) | > loss_1: 30.609272003173828 (30.55786978105037) | > grad_norm_1: tensor(1586.5645, device='cuda:0') (tensor(1038.9672, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.7615 (0.7696291146929103) | > loader_time: 0.0147 (0.011476079356217014)  --> TIME: 2025-02-20 02:22:57 -- STEP: 497/924 -- GLOBAL_STEP: 78700 | > loss_disc: 2.1701817512512207 (2.2470525858147976) | > loss_disc_real_0: 0.08479412645101547 (0.11452737004614212) | > loss_disc_real_1: 0.18528835475444794 (0.1933062497219089) | > loss_disc_real_2: 0.20068977773189545 (0.20390533069729566) | > loss_disc_real_3: 0.1720292717218399 (0.2072292421785159) | > loss_disc_real_4: 0.2113591730594635 (0.21564628108886166) | > loss_disc_real_5: 0.2160835713148117 (0.20681345052042724) | > loss_0: 2.1701817512512207 (2.2470525858147976) | > grad_norm_0: tensor(83.0351, device='cuda:0') (tensor(72.5073, device='cuda:0')) | > loss_gen: 2.797323703765869 (2.762558051518033) | > loss_kl: 2.0979771614074707 (2.212958799041735) | > loss_feat: 9.038532257080078 (8.518409689667244) | > loss_mel: 15.957202911376953 (15.409741960061147) | > loss_duration: 1.5775365829467773 (1.6273096953359412) | > amp_scaler: 64.0 (93.102615694165) | > loss_1: 31.468570709228516 (30.53097825079137) | > grad_norm_1: tensor(1925.7968, device='cuda:0') (tensor(1102.5699, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.7425 (0.7701989433894938) | > loader_time: 0.0101 (0.011491483845701164)  --> TIME: 2025-02-20 02:23:37 -- STEP: 547/924 -- GLOBAL_STEP: 78750 | > loss_disc: 2.1427879333496094 (2.247436012820741) | > loss_disc_real_0: 0.08279723674058914 (0.11594698223297299) | > loss_disc_real_1: 0.15234071016311646 (0.19282728755060016) | > loss_disc_real_2: 0.19287437200546265 (0.203748028527884) | > loss_disc_real_3: 0.22555391490459442 (0.20707658418135844) | > loss_disc_real_4: 0.17596232891082764 (0.21530406106215721) | > loss_disc_real_5: 0.14851731061935425 (0.20652487225680732) | > loss_0: 2.1427879333496094 (2.247436012820741) | > grad_norm_0: tensor(130.9728, device='cuda:0') (tensor(73.3376, device='cuda:0')) | > loss_gen: 2.8768022060394287 (2.7596066451377808) | > loss_kl: 2.212761163711548 (2.2137429701126923) | > loss_feat: 9.830528259277344 (8.510747123244046) | > loss_mel: 16.796100616455078 (15.407206639947141) | > loss_duration: 1.6231880187988281 (1.6271515127945648) | > amp_scaler: 64.0 (90.44241316270565) | > loss_1: 33.339378356933594 (30.518454933515198) | > grad_norm_1: tensor(1951.7195, device='cuda:0') (tensor(1150.2612, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.7834 (0.7707642798449921) | > loader_time: 0.0105 (0.011476687583016745)  --> TIME: 2025-02-20 02:24:16 -- STEP: 597/924 -- GLOBAL_STEP: 78800 | > loss_disc: 2.093794584274292 (2.2468673989201684) | > loss_disc_real_0: 0.06934824585914612 (0.11591821699286231) | > loss_disc_real_1: 0.21221786737442017 (0.1929713039092682) | > loss_disc_real_2: 0.16590659320354462 (0.20364964225483906) | > loss_disc_real_3: 0.20378729701042175 (0.2069676362439815) | > loss_disc_real_4: 0.1902766227722168 (0.21497221822714677) | > loss_disc_real_5: 0.23427700996398926 (0.20670938184812446) | > loss_0: 2.093794584274292 (2.2468673989201684) | > grad_norm_0: tensor(34.2388, device='cuda:0') (tensor(73.6985, device='cuda:0')) | > loss_gen: 3.0747604370117188 (2.7633933725468887) | > loss_kl: 2.3593080043792725 (2.2160304650988834) | > loss_feat: 9.991303443908691 (8.5197712724133) | > loss_mel: 17.316200256347656 (15.419005721458038) | > loss_duration: 1.6011323928833008 (1.6267393122566007) | > amp_scaler: 64.0 (88.22780569514234) | > loss_1: 34.34270477294922 (30.544940184907897) | > grad_norm_1: tensor(898.4971, device='cuda:0') (tensor(1132.9449, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.7821 (0.770533890380732) | > loader_time: 0.0136 (0.011443313841444374)  --> TIME: 2025-02-20 02:24:55 -- STEP: 647/924 -- GLOBAL_STEP: 78850 | > loss_disc: 2.079486846923828 (2.2434014384123784) | > loss_disc_real_0: 0.058950331062078476 (0.11454293752518102) | > loss_disc_real_1: 0.19648101925849915 (0.192987472970482) | > loss_disc_real_2: 0.1788276731967926 (0.20371019416467123) | > loss_disc_real_3: 0.21010740101337433 (0.20698817684624626) | > loss_disc_real_4: 0.22302782535552979 (0.2150395200278327) | > loss_disc_real_5: 0.1909797638654709 (0.20647242478738437) | > loss_0: 2.079486846923828 (2.2434014384123784) | > grad_norm_0: tensor(8.1739, device='cuda:0') (tensor(73.2424, device='cuda:0')) | > loss_gen: 2.8330631256103516 (2.7678927218158624) | > loss_kl: 2.06939697265625 (2.2127555840903512) | > loss_feat: 8.958758354187012 (8.541779993490605) | > loss_mel: 15.207006454467773 (15.43372933978828) | > loss_duration: 1.6104694604873657 (1.626683745723235) | > amp_scaler: 64.0 (86.35548686244206) | > loss_1: 30.678693771362305 (30.582841428022665) | > grad_norm_1: tensor(501.8977, device='cuda:0') (tensor(1127.8192, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.7307 (0.7703220048311876) | > loader_time: 0.0141 (0.011446328214736783)  --> TIME: 2025-02-20 02:25:34 -- STEP: 697/924 -- GLOBAL_STEP: 78900 | > loss_disc: 2.060965061187744 (2.239398839312953) | > loss_disc_real_0: 0.06984993815422058 (0.11334730315435057) | > loss_disc_real_1: 0.2008049339056015 (0.19302852654901775) | > loss_disc_real_2: 0.19807937741279602 (0.2034865485202292) | > loss_disc_real_3: 0.22175198793411255 (0.20686667065110748) | > loss_disc_real_4: 0.22340142726898193 (0.2147074150645749) | > loss_disc_real_5: 0.1757531762123108 (0.2056658519605654) | > loss_0: 2.060965061187744 (2.239398839312953) | > grad_norm_0: tensor(17.7380, device='cuda:0') (tensor(73.0653, device='cuda:0')) | > loss_gen: 3.243654727935791 (2.7747913542573763) | > loss_kl: 2.1581249237060547 (2.2130428786941394) | > loss_feat: 10.339266777038574 (8.559752570334261) | > loss_mel: 16.259851455688477 (15.428539775536427) | > loss_duration: 1.5808475017547607 (1.6266263232511633) | > amp_scaler: 64.0 (84.75179340028701) | > loss_1: 33.581748962402344 (30.602752937305947) | > grad_norm_1: tensor(619.7673, device='cuda:0') (tensor(1112.1063, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.7253 (0.7704953860005145) | > loader_time: 0.0122 (0.011449886360332657)  --> TIME: 2025-02-20 02:26:14 -- STEP: 747/924 -- GLOBAL_STEP: 78950 | > loss_disc: 2.1347999572753906 (2.2363610495844353) | > loss_disc_real_0: 0.05324077978730202 (0.11193793948236083) | > loss_disc_real_1: 0.1775207221508026 (0.19309300052593031) | > loss_disc_real_2: 0.20475538074970245 (0.2033327003240267) | > loss_disc_real_3: 0.23955053091049194 (0.20703986039761718) | > loss_disc_real_4: 0.257081001996994 (0.21465064379744414) | > loss_disc_real_5: 0.20835229754447937 (0.2057897601939908) | > loss_0: 2.1347999572753906 (2.2363610495844353) | > grad_norm_0: tensor(23.5244, device='cuda:0') (tensor(72.3104, device='cuda:0')) | > loss_gen: 2.8619797229766846 (2.7787661932239294) | > loss_kl: 2.2631304264068604 (2.213096438481945) | > loss_feat: 9.288589477539062 (8.570071980018058) | > loss_mel: 16.231861114501953 (15.44069075680162) | > loss_duration: 1.69050133228302 (1.6267903634662448) | > amp_scaler: 64.0 (83.36278447121832) | > loss_1: 32.336063385009766 (30.62941576231276) | > grad_norm_1: tensor(730.0825, device='cuda:0') (tensor(1101.9110, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.8159 (0.7709838383328647) | > loader_time: 0.0114 (0.011485130432619157)  --> TIME: 2025-02-20 02:26:53 -- STEP: 797/924 -- GLOBAL_STEP: 79000 | > loss_disc: 2.229557991027832 (2.2308046413933766) | > loss_disc_real_0: 0.05119604244828224 (0.10939844073482338) | > loss_disc_real_1: 0.20176079869270325 (0.19314840617338416) | > loss_disc_real_2: 0.20133432745933533 (0.20313252529206516) | > loss_disc_real_3: 0.15778042376041412 (0.2068094524789784) | > loss_disc_real_4: 0.17802546918392181 (0.21452064873882032) | > loss_disc_real_5: 0.20764502882957458 (0.2056194091568628) | > loss_0: 2.229557991027832 (2.2308046413933766) | > grad_norm_0: tensor(88.2574, device='cuda:0') (tensor(70.5413, device='cuda:0')) | > loss_gen: 2.9038193225860596 (2.7853788686367063) | > loss_kl: 2.236764669418335 (2.2131587709656633) | > loss_feat: 9.084182739257812 (8.58628123258259) | > loss_mel: 15.476551055908203 (15.429303169250488) | > loss_duration: 1.6185574531555176 (1.627225468119833) | > amp_scaler: 64.0 (82.14805520702647) | > loss_1: 31.319875717163086 (30.641347554875736) | > grad_norm_1: tensor(1327.7435, device='cuda:0') (tensor(1072.2587, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.7922 (0.7708737853180662) | > loader_time: 0.0135 (0.011482137359370261) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_79000.pth  --> TIME: 2025-02-20 02:27:35 -- STEP: 847/924 -- GLOBAL_STEP: 79050 | > loss_disc: 2.371138095855713 (2.2291546592746196) | > loss_disc_real_0: 0.11834484338760376 (0.10832248133999753) | > loss_disc_real_1: 0.21813254058361053 (0.19350537557458372) | > loss_disc_real_2: 0.22547702491283417 (0.2030957707125857) | > loss_disc_real_3: 0.24319249391555786 (0.20694987486427763) | > loss_disc_real_4: 0.22618824243545532 (0.21443447588537204) | > loss_disc_real_5: 0.22529223561286926 (0.20549876004492665) | > loss_0: 2.371138095855713 (2.2291546592746196) | > grad_norm_0: tensor(86.5089, device='cuda:0') (tensor(70.2115, device='cuda:0')) | > loss_gen: 2.810950517654419 (2.788780194387248) | > loss_kl: 2.178809881210327 (2.214773766828402) | > loss_feat: 7.403749465942383 (8.59325849967696) | > loss_mel: 14.92680549621582 (15.42990136512477) | > loss_duration: 1.612480878829956 (1.626999926257443) | > amp_scaler: 64.0 (81.07674144037793) | > loss_1: 28.932796478271484 (30.65371378253455) | > grad_norm_1: tensor(1156.8511, device='cuda:0') (tensor(1062.8496, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.7062 (0.7706687447594079) | > loader_time: 0.0092 (0.011466257969069235)  --> TIME: 2025-02-20 02:28:14 -- STEP: 897/924 -- GLOBAL_STEP: 79100 | > loss_disc: 2.1366686820983887 (2.2285812645320004) | > loss_disc_real_0: 0.05172483250498772 (0.10812421928190005) | > loss_disc_real_1: 0.22291485965251923 (0.19349241489284946) | > loss_disc_real_2: 0.20798206329345703 (0.20323675144941386) | > loss_disc_real_3: 0.19613783061504364 (0.20696833000467507) | > loss_disc_real_4: 0.17999258637428284 (0.21448927561242703) | > loss_disc_real_5: 0.18168114125728607 (0.2053330943337253) | > loss_0: 2.1366686820983887 (2.2285812645320004) | > grad_norm_0: tensor(61.0921, device='cuda:0') (tensor(70.9226, device='cuda:0')) | > loss_gen: 2.791361093521118 (2.7921053642944917) | > loss_kl: 2.2616074085235596 (2.218662772954773) | > loss_feat: 9.33194351196289 (8.608548331287269) | > loss_mel: 15.978050231933594 (15.44394077824111) | > loss_duration: 1.641301155090332 (1.6269815198022253) | > amp_scaler: 64.0 (80.12486064659988) | > loss_1: 32.00426483154297 (30.690238799538502) | > grad_norm_1: tensor(1440.2653, device='cuda:0') (tensor(1056.0065, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.7383 (0.7704359203942514) | > loader_time: 0.0103 (0.011475620992739206)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2176976203918457 (2.2176976203918457) | > loss_disc_real_0: 0.19997666776180267 (0.19997666776180267) | > loss_disc_real_1: 0.2269764095544815 (0.2269764095544815) | > loss_disc_real_2: 0.2648735046386719 (0.2648735046386719) | > loss_disc_real_3: 0.21811635792255402 (0.21811635792255402) | > loss_disc_real_4: 0.18396256864070892 (0.18396256864070892) | > loss_disc_real_5: 0.18977615237236023 (0.18977615237236023) | > loss_0: 2.2176976203918457 (2.2176976203918457) | > loss_gen: 2.9158334732055664 (2.9158334732055664) | > loss_kl: 2.0742251873016357 (2.0742251873016357) | > loss_feat: 9.591097831726074 (9.591097831726074) | > loss_mel: 15.869705200195312 (15.869705200195312) | > loss_duration: 1.6746981143951416 (1.6746981143951416) | > loss_1: 32.12556076049805 (32.12556076049805)  --> STEP: 1 | > loss_disc: 2.4468822479248047 (2.4468822479248047) | > loss_disc_real_0: 0.2107512652873993 (0.2107512652873993) | > loss_disc_real_1: 0.22727446258068085 (0.22727446258068085) | > loss_disc_real_2: 0.25724008679389954 (0.25724008679389954) | > loss_disc_real_3: 0.20735320448875427 (0.20735320448875427) | > loss_disc_real_4: 0.22212597727775574 (0.22212597727775574) | > loss_disc_real_5: 0.2614143192768097 (0.2614143192768097) | > loss_0: 2.4468822479248047 (2.4468822479248047) | > loss_gen: 2.5666842460632324 (2.5666842460632324) | > loss_kl: 1.9456161260604858 (1.9456161260604858) | > loss_feat: 6.975317478179932 (6.975317478179932) | > loss_mel: 13.815851211547852 (13.815851211547852) | > loss_duration: 1.692634105682373 (1.692634105682373) | > loss_1: 26.996105194091797 (26.996105194091797)  --> STEP: 2 | > loss_disc: 2.368739366531372 (2.4078108072280884) | > loss_disc_real_0: 0.17751185595989227 (0.19413156062364578) | > loss_disc_real_1: 0.22143307328224182 (0.22435376793146133) | > loss_disc_real_2: 0.2606516182422638 (0.25894585251808167) | > loss_disc_real_3: 0.21660752594470978 (0.21198036521673203) | > loss_disc_real_4: 0.21371309459209442 (0.21791953593492508) | > loss_disc_real_5: 0.24681225419044495 (0.2541132867336273) | > loss_0: 2.368739366531372 (2.4078108072280884) | > loss_gen: 2.741734027862549 (2.6542091369628906) | > loss_kl: 2.114835500717163 (2.0302258133888245) | > loss_feat: 8.398371696472168 (7.68684458732605) | > loss_mel: 14.671131134033203 (14.243491172790527) | > loss_duration: 1.5806777477264404 (1.6366559267044067) | > loss_1: 29.50674819946289 (28.251426696777344)  --> STEP: 3 | > loss_disc: 2.3864290714263916 (2.400683561960856) | > loss_disc_real_0: 0.2017904669046402 (0.19668452938397726) | > loss_disc_real_1: 0.24621163308620453 (0.2316397229830424) | > loss_disc_real_2: 0.2703946828842163 (0.2627621293067932) | > loss_disc_real_3: 0.22651734948158264 (0.2168260266383489) | > loss_disc_real_4: 0.23340918123722076 (0.2230827510356903) | > loss_disc_real_5: 0.25392717123031616 (0.2540512482325236) | > loss_0: 2.3864290714263916 (2.400683561960856) | > loss_gen: 2.885218858718872 (2.7312123775482178) | > loss_kl: 2.0419528484344482 (2.034134825070699) | > loss_feat: 8.069049835205078 (7.8142463366190595) | > loss_mel: 15.547952651977539 (14.678311665852865) | > loss_duration: 1.665083885192871 (1.6461319128672283) | > loss_1: 30.209259033203125 (28.904037475585938)  --> STEP: 4 | > loss_disc: 2.3589439392089844 (2.390248656272888) | > loss_disc_real_0: 0.18461357057094574 (0.19366678968071938) | > loss_disc_real_1: 0.22167901694774628 (0.22914954647421837) | > loss_disc_real_2: 0.2673983871936798 (0.26392119377851486) | > loss_disc_real_3: 0.23063457012176514 (0.22027816250920296) | > loss_disc_real_4: 0.2049110233783722 (0.21853981912136078) | > loss_disc_real_5: 0.22837145626544952 (0.24763130024075508) | > loss_0: 2.3589439392089844 (2.390248656272888) | > loss_gen: 2.6770191192626953 (2.717664062976837) | > loss_kl: 2.012577533721924 (2.0287455022335052) | > loss_feat: 7.0404372215271 (7.620794057846069) | > loss_mel: 12.750344276428223 (14.196319818496704) | > loss_duration: 1.757030963897705 (1.6738566756248474) | > loss_1: 26.237409591674805 (28.237380504608154)  --> STEP: 5 | > loss_disc: 2.0861105918884277 (2.329421043395996) | > loss_disc_real_0: 0.2032964676618576 (0.19559272527694702) | > loss_disc_real_1: 0.2693854570388794 (0.23719672858715057) | > loss_disc_real_2: 0.29783013463020325 (0.27070298194885256) | > loss_disc_real_3: 0.2644559442996979 (0.22911371886730195) | > loss_disc_real_4: 0.20022760331630707 (0.21487737596035003) | > loss_disc_real_5: 0.20409367978572845 (0.23892377614974974) | > loss_0: 2.0861105918884277 (2.329421043395996) | > loss_gen: 3.805058002471924 (2.9351428508758546) | > loss_kl: 2.338702917098999 (2.090736985206604) | > loss_feat: 9.343764305114746 (7.9653881072998045) | > loss_mel: 15.759099006652832 (14.50887565612793) | > loss_duration: 1.538740634918213 (1.6468334674835206) | > loss_1: 32.78536605834961 (29.146977615356445) --> EVAL PERFORMANCE | > avg_loader_time: 0.15496392250061036 (-0.0005184173583984153) | > avg_loss_disc: 2.329421043395996 (-0.11206183433532724) | > avg_loss_disc_real_0: 0.19559272527694702 (-0.0889718472957611) | > avg_loss_disc_real_1: 0.23719672858715057 (+0.034556347131729115) | > avg_loss_disc_real_2: 0.27070298194885256 (+0.019123715162277233) | > avg_loss_disc_real_3: 0.22911371886730195 (+0.027483338117599482) | > avg_loss_disc_real_4: 0.21487737596035003 (-0.012781012058258073) | > avg_loss_disc_real_5: 0.23892377614974974 (+0.02536609470844267) | > avg_loss_0: 2.329421043395996 (-0.11206183433532724) | > avg_loss_gen: 2.9351428508758546 (+0.2981919765472414) | > avg_loss_kl: 2.090736985206604 (-0.0567793130874632) | > avg_loss_feat: 7.9653881072998045 (+0.3139949798583981) | > avg_loss_mel: 14.50887565612793 (+0.41271400451660156) | > avg_loss_duration: 1.6468334674835206 (+0.016130232810974254) | > avg_loss_1: 29.146977615356445 (+0.9842521667480462)  > EPOCH: 36/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 02:28:43)   --> TIME: 2025-02-20 02:29:03 -- STEP: 23/924 -- GLOBAL_STEP: 79150 | > loss_disc: 2.1189794540405273 (2.1759105402490366) | > loss_disc_real_0: 0.07464900612831116 (0.08815737182031506) | > loss_disc_real_1: 0.20597051084041595 (0.19530939343182938) | > loss_disc_real_2: 0.20089809596538544 (0.2051846760770549) | > loss_disc_real_3: 0.19435574114322662 (0.20301733198373215) | > loss_disc_real_4: 0.2108052521944046 (0.21302406425061432) | > loss_disc_real_5: 0.21707642078399658 (0.20056139386218527) | > loss_0: 2.1189794540405273 (2.1759105402490366) | > grad_norm_0: tensor(21.8942, device='cuda:0') (tensor(59.5949, device='cuda:0')) | > loss_gen: 2.8930535316467285 (2.8350365887517515) | > loss_kl: 1.93507981300354 (2.157566692518151) | > loss_feat: 8.91667366027832 (8.713443299998408) | > loss_mel: 14.993512153625488 (15.430273180422576) | > loss_duration: 1.628432035446167 (1.6250744228777678) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.366748809814453 (30.76139441780422) | > grad_norm_1: tensor(558.2263, device='cuda:0') (tensor(735.5373, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.6985 (0.7633410122083581) | > loader_time: 0.0083 (0.010919125183768894)  --> TIME: 2025-02-20 02:29:42 -- STEP: 73/924 -- GLOBAL_STEP: 79200 | > loss_disc: 2.280693531036377 (2.2085047862301117) | > loss_disc_real_0: 0.22505253553390503 (0.09031227327985307) | > loss_disc_real_1: 0.2209058403968811 (0.19554448188984225) | > loss_disc_real_2: 0.2060440629720688 (0.20605603493239782) | > loss_disc_real_3: 0.20380960404872894 (0.20665905369471196) | > loss_disc_real_4: 0.2575768530368805 (0.216292775248828) | > loss_disc_real_5: 0.19278492033481598 (0.20367081667462442) | > loss_0: 2.280693531036377 (2.2085047862301117) | > grad_norm_0: tensor(165.6344, device='cuda:0') (tensor(55.9645, device='cuda:0')) | > loss_gen: 2.8651294708251953 (2.8192713717891733) | > loss_kl: 2.2590110301971436 (2.2136539008519414) | > loss_feat: 9.02429485321045 (8.6231944724305) | > loss_mel: 16.106334686279297 (15.407156892018776) | > loss_duration: 1.665947675704956 (1.6291320258623934) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.920717239379883 (30.692408731538954) | > grad_norm_1: tensor(929.0588, device='cuda:0') (tensor(870.0135, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.7706 (0.7670702444363947) | > loader_time: 0.0109 (0.011013426192819255)  --> TIME: 2025-02-20 02:30:22 -- STEP: 123/924 -- GLOBAL_STEP: 79250 | > loss_disc: 2.193068265914917 (2.227433696025756) | > loss_disc_real_0: 0.11111282557249069 (0.09612157943893257) | > loss_disc_real_1: 0.17532692849636078 (0.1962418696744655) | > loss_disc_real_2: 0.2150326818227768 (0.20659957293087874) | > loss_disc_real_3: 0.21415869891643524 (0.20762803084482023) | > loss_disc_real_4: 0.19119101762771606 (0.21566847075776355) | > loss_disc_real_5: 0.16938748955726624 (0.20300142285300465) | > loss_0: 2.193068265914917 (2.227433696025756) | > grad_norm_0: tensor(51.4106, device='cuda:0') (tensor(56.4260, device='cuda:0')) | > loss_gen: 2.844818592071533 (2.8008375109695796) | > loss_kl: 2.2404873371124268 (2.2182448608119323) | > loss_feat: 9.068068504333496 (8.571304142959715) | > loss_mel: 16.64504623413086 (15.374952959820506) | > loss_duration: 1.5766456127166748 (1.6290452053876425) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.375064849853516 (30.59438474391534) | > grad_norm_1: tensor(1599.5625, device='cuda:0') (tensor(904.5180, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.7469 (0.769068219797398) | > loader_time: 0.0099 (0.011170495816362582)  --> TIME: 2025-02-20 02:31:01 -- STEP: 173/924 -- GLOBAL_STEP: 79300 | > loss_disc: 1.9297213554382324 (2.211199567497121) | > loss_disc_real_0: 0.04823873192071915 (0.09274008383468392) | > loss_disc_real_1: 0.17512404918670654 (0.19555533750553353) | > loss_disc_real_2: 0.2177451103925705 (0.20488505237708896) | > loss_disc_real_3: 0.1861126869916916 (0.20664517107726518) | > loss_disc_real_4: 0.2286224365234375 (0.2148609692822991) | > loss_disc_real_5: 0.205050989985466 (0.20360342305519677) | > loss_0: 1.9297213554382324 (2.211199567497121) | > grad_norm_0: tensor(29.0552, device='cuda:0') (tensor(54.6604, device='cuda:0')) | > loss_gen: 3.272221565246582 (2.8180616797739373) | > loss_kl: 2.1954410076141357 (2.231195342334021) | > loss_feat: 10.234186172485352 (8.625288464430437) | > loss_mel: 17.374691009521484 (15.377472287657634) | > loss_duration: 1.6117219924926758 (1.628722377595185) | > amp_scaler: 64.0 (64.0) | > loss_1: 34.68825912475586 (30.68074023516881) | > grad_norm_1: tensor(816.0054, device='cuda:0') (tensor(864.1484, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.7463 (0.7697645542938581) | > loader_time: 0.0099 (0.011196603664773043)  --> TIME: 2025-02-20 02:31:40 -- STEP: 223/924 -- GLOBAL_STEP: 79350 | > loss_disc: 2.4192514419555664 (2.2174313036315656) | > loss_disc_real_0: 0.29820722341537476 (0.09868370248798294) | > loss_disc_real_1: 0.2123165726661682 (0.1952192391782598) | > loss_disc_real_2: 0.22127264738082886 (0.20397811760549592) | > loss_disc_real_3: 0.22721897065639496 (0.20648229108797592) | > loss_disc_real_4: 0.26474496722221375 (0.2150587869198333) | > loss_disc_real_5: 0.18607574701309204 (0.20397144602820477) | > loss_0: 2.4192514419555664 (2.2174313036315656) | > grad_norm_0: tensor(198.2793, device='cuda:0') (tensor(59.4149, device='cuda:0')) | > loss_gen: 2.932098627090454 (2.8077115563533774) | > loss_kl: 2.3305020332336426 (2.2327081654638468) | > loss_feat: 9.28006362915039 (8.609686451642505) | > loss_mel: 16.224206924438477 (15.363391786412809) | > loss_duration: 1.629196286201477 (1.628353243451482) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.39606857299805 (30.64185127976764) | > grad_norm_1: tensor(1057.3428, device='cuda:0') (tensor(941.8138, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.7502 (0.7700623161589616) | > loader_time: 0.0125 (0.011236004765258238)  --> TIME: 2025-02-20 02:32:19 -- STEP: 273/924 -- GLOBAL_STEP: 79400 | > loss_disc: 1.9778696298599243 (2.225199220381377) | > loss_disc_real_0: 0.07374019920825958 (0.10407443704840899) | > loss_disc_real_1: 0.17136915028095245 (0.19484617389165437) | > loss_disc_real_2: 0.18504047393798828 (0.20412146897761377) | > loss_disc_real_3: 0.18257516622543335 (0.20651360854997738) | > loss_disc_real_4: 0.2233593761920929 (0.21445560258823435) | > loss_disc_real_5: 0.18353204429149628 (0.2035098787629124) | > loss_0: 1.9778696298599243 (2.225199220381377) | > grad_norm_0: tensor(59.5785, device='cuda:0') (tensor(60.2402, device='cuda:0')) | > loss_gen: 3.1381123065948486 (2.791134884942583) | > loss_kl: 2.2847859859466553 (2.22441176180438) | > loss_feat: 10.2921142578125 (8.575532722822478) | > loss_mel: 17.25920867919922 (15.36757480006515) | > loss_duration: 1.660240650177002 (1.6292682886123657) | > amp_scaler: 64.0 (64.0) | > loss_1: 34.63446044921875 (30.587922518943255) | > grad_norm_1: tensor(1547.1573, device='cuda:0') (tensor(983.1857, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.7634 (0.7693393073239168) | > loader_time: 0.0134 (0.01127171953082521)  --> TIME: 2025-02-20 02:32:59 -- STEP: 323/924 -- GLOBAL_STEP: 79450 | > loss_disc: 2.507413148880005 (2.22838554921165) | > loss_disc_real_0: 0.10293415188789368 (0.10702841994194054) | > loss_disc_real_1: 0.17057275772094727 (0.19439116863089825) | > loss_disc_real_2: 0.20752035081386566 (0.20455921674291416) | > loss_disc_real_3: 0.20750105381011963 (0.2061024586390415) | > loss_disc_real_4: 0.24412178993225098 (0.21438743307863592) | > loss_disc_real_5: 0.20710736513137817 (0.20375255668310932) | > loss_0: 2.507413148880005 (2.22838554921165) | > grad_norm_0: tensor(70.1432, device='cuda:0') (tensor(62.9552, device='cuda:0')) | > loss_gen: 2.296417474746704 (2.7857399215639203) | > loss_kl: 2.2401442527770996 (2.225402063998645) | > loss_feat: 6.603766918182373 (8.565621566477214) | > loss_mel: 14.02217960357666 (15.376999757607285) | > loss_duration: 1.6620293855667114 (1.6285692416477506) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.82453727722168 (30.582332622894192) | > grad_norm_1: tensor(816.8521, device='cuda:0') (tensor(1064.6461, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.7685 (0.7699320463942299) | > loader_time: 0.011 (0.011335685895323383)  --> TIME: 2025-02-20 02:33:38 -- STEP: 373/924 -- GLOBAL_STEP: 79500 | > loss_disc: 2.207594633102417 (2.231294580503062) | > loss_disc_real_0: 0.07296209037303925 (0.10806094896018345) | > loss_disc_real_1: 0.16992124915122986 (0.19426505019933232) | > loss_disc_real_2: 0.20469562709331512 (0.20481815131196388) | > loss_disc_real_3: 0.2098630964756012 (0.2066840374038302) | > loss_disc_real_4: 0.22603248059749603 (0.21434837308070612) | > loss_disc_real_5: 0.19927802681922913 (0.20401732463779146) | > loss_0: 2.207594633102417 (2.231294580503062) | > grad_norm_0: tensor(43.9479, device='cuda:0') (tensor(63.7250, device='cuda:0')) | > loss_gen: 2.7290451526641846 (2.7846881838330635) | > loss_kl: 2.3354341983795166 (2.231937491861809) | > loss_feat: 9.178973197937012 (8.565130269559395) | > loss_mel: 16.205598831176758 (15.39309490142495) | > loss_duration: 1.589646816253662 (1.628876317602061) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.0386962890625 (30.603727243541073) | > grad_norm_1: tensor(1368.2925, device='cuda:0') (tensor(1064.3354, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.7252 (0.7701905956217172) | > loader_time: 0.0091 (0.011306864966016668)  --> TIME: 2025-02-20 02:34:18 -- STEP: 423/924 -- GLOBAL_STEP: 79550 | > loss_disc: 2.041320323944092 (2.2313787218526757) | > loss_disc_real_0: 0.05531824007630348 (0.10898265379963192) | > loss_disc_real_1: 0.15108035504817963 (0.1941620911125878) | > loss_disc_real_2: 0.19484688341617584 (0.20467063132893673) | > loss_disc_real_3: 0.19289277493953705 (0.20674622562619244) | > loss_disc_real_4: 0.2064102441072464 (0.21454698949981804) | > loss_disc_real_5: 0.16784977912902832 (0.20403555581614766) | > loss_0: 2.041320323944092 (2.2313787218526757) | > grad_norm_0: tensor(34.3252, device='cuda:0') (tensor(65.0871, device='cuda:0')) | > loss_gen: 2.8178534507751465 (2.784164671638615) | > loss_kl: 2.045081377029419 (2.2292455933618203) | > loss_feat: 9.017789840698242 (8.562918918916234) | > loss_mel: 15.636489868164062 (15.39153769562994) | > loss_duration: 1.6937880516052246 (1.6285019760718025) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.211002349853516 (30.596368933964) | > grad_norm_1: tensor(1282.1097, device='cuda:0') (tensor(1082.1279, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.762 (0.7708529129659591) | > loader_time: 0.0131 (0.0113119425221256)  --> TIME: 2025-02-20 02:34:58 -- STEP: 473/924 -- GLOBAL_STEP: 79600 | > loss_disc: 2.4001550674438477 (2.237139030944469) | > loss_disc_real_0: 0.12681522965431213 (0.11071781436843801) | > loss_disc_real_1: 0.20091962814331055 (0.19440510040483824) | > loss_disc_real_2: 0.24741365015506744 (0.20488513511532708) | > loss_disc_real_3: 0.24148069322109222 (0.20710547561373313) | > loss_disc_real_4: 0.249526709318161 (0.21439390552346346) | > loss_disc_real_5: 0.18621709942817688 (0.20408171575996895) | > loss_0: 2.4001550674438477 (2.237139030944469) | > grad_norm_0: tensor(22.1078, device='cuda:0') (tensor(65.0090, device='cuda:0')) | > loss_gen: 2.6110434532165527 (2.7794399437894275) | > loss_kl: 2.1691880226135254 (2.226482936494194) | > loss_feat: 7.426175594329834 (8.550500132820822) | > loss_mel: 15.296123504638672 (15.421292821146217) | > loss_duration: 1.6305255889892578 (1.6288870726780966) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.133056640625 (30.60660296514725) | > grad_norm_1: tensor(1099.7148, device='cuda:0') (tensor(1074.1411, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.8054 (0.77198444410812) | > loader_time: 0.0112 (0.011286980001921378)  --> TIME: 2025-02-20 02:35:37 -- STEP: 523/924 -- GLOBAL_STEP: 79650 | > loss_disc: 2.311547040939331 (2.2351559348133736) | > loss_disc_real_0: 0.1607636660337448 (0.11061847441425515) | > loss_disc_real_1: 0.2160414308309555 (0.19408710243938992) | > loss_disc_real_2: 0.19125738739967346 (0.20461570264960338) | > loss_disc_real_3: 0.19207876920700073 (0.20712855777366665) | > loss_disc_real_4: 0.19520512223243713 (0.21440967794927993) | > loss_disc_real_5: 0.18856842815876007 (0.20382425576505428) | > loss_0: 2.311547040939331 (2.2351559348133736) | > grad_norm_0: tensor(178.9867, device='cuda:0') (tensor(65.1025, device='cuda:0')) | > loss_gen: 2.7508938312530518 (2.7807796215691947) | > loss_kl: 2.27079176902771 (2.2249056775528886) | > loss_feat: 8.385153770446777 (8.560156150256242) | > loss_mel: 15.196669578552246 (15.428812595899887) | > loss_duration: 1.6444690227508545 (1.628621473595016) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.24797821044922 (30.623275570842093) | > grad_norm_1: tensor(1511.7585, device='cuda:0') (tensor(1078.5929, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.7641 (0.7717880286404551) | > loader_time: 0.0127 (0.011291972537797446)  --> TIME: 2025-02-20 02:36:17 -- STEP: 573/924 -- GLOBAL_STEP: 79700 | > loss_disc: 2.074193000793457 (2.234201112550798) | > loss_disc_real_0: 0.08134908974170685 (0.10950587501986699) | > loss_disc_real_1: 0.18405863642692566 (0.19431289622192827) | > loss_disc_real_2: 0.20902593433856964 (0.20472072800832683) | > loss_disc_real_3: 0.21860046684741974 (0.207336534146239) | > loss_disc_real_4: 0.2316102832555771 (0.21426492227309663) | > loss_disc_real_5: 0.206686332821846 (0.20378410498925317) | > loss_0: 2.074193000793457 (2.234201112550798) | > grad_norm_0: tensor(15.3381, device='cuda:0') (tensor(64.5111, device='cuda:0')) | > loss_gen: 3.1975338459014893 (2.78123759682474) | > loss_kl: 2.294552803039551 (2.2232388293347856) | > loss_feat: 9.647260665893555 (8.551503773967216) | > loss_mel: 15.265645980834961 (15.403994605179232) | > loss_duration: 1.625168800354004 (1.6285856506587328) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.0301628112793 (30.588560503814858) | > grad_norm_1: tensor(545.7316, device='cuda:0') (tensor(1061.0708, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.7731 (0.7720312593703074) | > loader_time: 0.0108 (0.011319859489720528)  --> TIME: 2025-02-20 02:36:56 -- STEP: 623/924 -- GLOBAL_STEP: 79750 | > loss_disc: 2.1312415599823 (2.2289748691249605) | > loss_disc_real_0: 0.11363069713115692 (0.10740341467971212) | > loss_disc_real_1: 0.16658012568950653 (0.19411684642060043) | > loss_disc_real_2: 0.21578900516033173 (0.20441534950205056) | > loss_disc_real_3: 0.19034500420093536 (0.2074262626576768) | > loss_disc_real_4: 0.1850714534521103 (0.21400173525079297) | > loss_disc_real_5: 0.20067588984966278 (0.20383968918224016) | > loss_0: 2.1312415599823 (2.2289748691249605) | > grad_norm_0: tensor(90.1356, device='cuda:0') (tensor(63.3481, device='cuda:0')) | > loss_gen: 2.852800130844116 (2.786670506861581) | > loss_kl: 2.338325023651123 (2.2218809344029933) | > loss_feat: 8.924141883850098 (8.574637181877517) | > loss_mel: 15.80395793914795 (15.414019295338834) | > loss_duration: 1.6224318742752075 (1.628644518829273) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.541658401489258 (30.62585248380756) | > grad_norm_1: tensor(1250.5027, device='cuda:0') (tensor(1042.0111, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.7396 (0.7719651026289491) | > loader_time: 0.0111 (0.011298662586732615)  --> TIME: 2025-02-20 02:37:35 -- STEP: 673/924 -- GLOBAL_STEP: 79800 | > loss_disc: 2.2541041374206543 (2.2286170689170453) | > loss_disc_real_0: 0.23432393372058868 (0.10764464850013004) | > loss_disc_real_1: 0.19466380774974823 (0.19419060005387093) | > loss_disc_real_2: 0.20971375703811646 (0.2044725895902199) | > loss_disc_real_3: 0.1992042064666748 (0.20730372094293228) | > loss_disc_real_4: 0.2583519518375397 (0.21399878567696326) | > loss_disc_real_5: 0.2139672189950943 (0.2035781668075658) | > loss_0: 2.2541041374206543 (2.2286170689170453) | > grad_norm_0: tensor(111.6515, device='cuda:0') (tensor(64.7564, device='cuda:0')) | > loss_gen: 3.0741500854492188 (2.7905747738139577) | > loss_kl: 1.953701376914978 (2.2219605656647943) | > loss_feat: 8.479456901550293 (8.581275237793378) | > loss_mel: 15.538782119750977 (15.416865034230929) | > loss_duration: 1.6307928562164307 (1.6281317181962747) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.676881790161133 (30.638807370439505) | > grad_norm_1: tensor(1098.2347, device='cuda:0') (tensor(1038.8177, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.7088 (0.7718446552310612) | > loader_time: 0.0091 (0.011288971993048154)  --> TIME: 2025-02-20 02:38:15 -- STEP: 723/924 -- GLOBAL_STEP: 79850 | > loss_disc: 2.1583364009857178 (2.2288728315965423) | > loss_disc_real_0: 0.11934014409780502 (0.10791312236941701) | > loss_disc_real_1: 0.2066408097743988 (0.1940834509262901) | > loss_disc_real_2: 0.22191350162029266 (0.20452068195798082) | > loss_disc_real_3: 0.21393157541751862 (0.20724731957846493) | > loss_disc_real_4: 0.21696323156356812 (0.21389218455858086) | > loss_disc_real_5: 0.21574048697948456 (0.20360537464852815) | > loss_0: 2.1583364009857178 (2.2288728315965423) | > grad_norm_0: tensor(86.6901, device='cuda:0') (tensor(65.3092, device='cuda:0')) | > loss_gen: 2.8575849533081055 (2.7889288025772916) | > loss_kl: 2.308075428009033 (2.2235032252421214) | > loss_feat: 7.943569660186768 (8.58069610859513) | > loss_mel: 14.67136001586914 (15.420364804617432) | > loss_duration: 1.5844168663024902 (1.627837102442857) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.365007400512695 (30.641330075296953) | > grad_norm_1: tensor(1474.9772, device='cuda:0') (tensor(1041.4241, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.8409 (0.7724559227955284) | > loader_time: 0.0112 (0.011309972607413428)  --> TIME: 2025-02-20 02:38:54 -- STEP: 773/924 -- GLOBAL_STEP: 79900 | > loss_disc: 2.165876865386963 (2.226779561764518) | > loss_disc_real_0: 0.1548924446105957 (0.10718474859060939) | > loss_disc_real_1: 0.17680490016937256 (0.1939074936459013) | > loss_disc_real_2: 0.19400490820407867 (0.20436726417994894) | > loss_disc_real_3: 0.19306665658950806 (0.2073134072269536) | > loss_disc_real_4: 0.2396784871816635 (0.21384469391766064) | > loss_disc_real_5: 0.2048853039741516 (0.20365201345467784) | > loss_0: 2.165876865386963 (2.226779561764518) | > grad_norm_0: tensor(68.3443, device='cuda:0') (tensor(65.2418, device='cuda:0')) | > loss_gen: 2.9986214637756348 (2.791074033542253) | > loss_kl: 2.0646846294403076 (2.2241952440871318) | > loss_feat: 8.559591293334961 (8.58952326546357) | > loss_mel: 14.525176048278809 (15.425033337394447) | > loss_duration: 1.6087589263916016 (1.627983442253469) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.756832122802734 (30.657809350037173) | > grad_norm_1: tensor(508.0757, device='cuda:0') (tensor(1034.5079, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.7877 (0.7724398255810847) | > loader_time: 0.0108 (0.011322807679663649)  --> TIME: 2025-02-20 02:39:34 -- STEP: 823/924 -- GLOBAL_STEP: 79950 | > loss_disc: 2.23604416847229 (2.2250297589551202) | > loss_disc_real_0: 0.08578182011842728 (0.1066451593056629) | > loss_disc_real_1: 0.16872736811637878 (0.19371962100086357) | > loss_disc_real_2: 0.2043127566576004 (0.204239921103416) | > loss_disc_real_3: 0.18541580438613892 (0.20726264846643586) | > loss_disc_real_4: 0.23567457497119904 (0.21376424705562153) | > loss_disc_real_5: 0.17609649896621704 (0.203515692277928) | > loss_0: 2.23604416847229 (2.2250297589551202) | > grad_norm_0: tensor(39.9178, device='cuda:0') (tensor(65.5202, device='cuda:0')) | > loss_gen: 2.765777349472046 (2.794091173104788) | > loss_kl: 2.2847182750701904 (2.2235529275015824) | > loss_feat: 9.521014213562012 (8.5941815202465) | > loss_mel: 16.787092208862305 (15.426712012957251) | > loss_duration: 1.6027469635009766 (1.6276148892260127) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.96134948730469 (30.66615255084681) | > grad_norm_1: tensor(1400.4899, device='cuda:0') (tensor(1021.0472, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.787 (0.7726946184151365) | > loader_time: 0.0124 (0.011322149529347004)  --> TIME: 2025-02-20 02:40:13 -- STEP: 873/924 -- GLOBAL_STEP: 80000 | > loss_disc: 2.222390651702881 (2.2253996234852282) | > loss_disc_real_0: 0.09708242863416672 (0.10692943048845861) | > loss_disc_real_1: 0.189815953373909 (0.19379927958751195) | > loss_disc_real_2: 0.221986785531044 (0.2044104306456149) | > loss_disc_real_3: 0.1893366128206253 (0.20707113055975304) | > loss_disc_real_4: 0.22970910370349884 (0.21384451749125433) | > loss_disc_real_5: 0.21905961632728577 (0.20336287539507789) | > loss_0: 2.222390651702881 (2.2253996234852282) | > grad_norm_0: tensor(56.3956, device='cuda:0') (tensor(65.2091, device='cuda:0')) | > loss_gen: 2.7193546295166016 (2.7929344316528426) | > loss_kl: 2.2802863121032715 (2.224633517270782) | > loss_feat: 7.603487014770508 (8.589429547286938) | > loss_mel: 14.102275848388672 (15.421631293061946) | > loss_duration: 1.6120293140411377 (1.6275644146699684) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.317434310913086 (30.656193220874833) | > grad_norm_1: tensor(774.2722, device='cuda:0') (tensor(1015.8177, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.7784 (0.7726693729627849) | > loader_time: 0.0131 (0.011331910529906803) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_80000.pth  --> TIME: 2025-02-20 02:40:54 -- STEP: 923/924 -- GLOBAL_STEP: 80050 | > loss_disc: 2.384349822998047 (2.225273906474254) | > loss_disc_real_0: 0.05622377246618271 (0.10662312833097877) | > loss_disc_real_1: 0.15724602341651917 (0.1937611875884066) | > loss_disc_real_2: 0.2151278704404831 (0.20436093776223455) | > loss_disc_real_3: 0.20725759863853455 (0.20718734996354982) | > loss_disc_real_4: 0.23347961902618408 (0.21386497090787568) | > loss_disc_real_5: 0.17533470690250397 (0.20335511830943118) | > loss_0: 2.384349822998047 (2.225273906474254) | > grad_norm_0: tensor(42.5844, device='cuda:0') (tensor(65.5258, device='cuda:0')) | > loss_gen: 2.676405668258667 (2.796112420886981) | > loss_kl: 2.4300408363342285 (2.227286593756464) | > loss_feat: 8.957544326782227 (8.604185997600293) | > loss_mel: 16.271913528442383 (15.446917172242864) | > loss_duration: 1.6395034790039062 (1.6273597414289505) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.975406646728516 (30.701861936377032) | > grad_norm_1: tensor(1611.6395, device='cuda:0') (tensor(1011.6651, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.6598 (0.7718873512189535) | > loader_time: 0.0075 (0.011305749093465914)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.409677028656006 (2.409677028656006) | > loss_disc_real_0: 0.1134079173207283 (0.1134079173207283) | > loss_disc_real_1: 0.2172943651676178 (0.2172943651676178) | > loss_disc_real_2: 0.23540373146533966 (0.23540373146533966) | > loss_disc_real_3: 0.21220920979976654 (0.21220920979976654) | > loss_disc_real_4: 0.19635868072509766 (0.19635868072509766) | > loss_disc_real_5: 0.20543009042739868 (0.20543009042739868) | > loss_0: 2.409677028656006 (2.409677028656006) | > loss_gen: 2.234783887863159 (2.234783887863159) | > loss_kl: 2.0358083248138428 (2.0358083248138428) | > loss_feat: 6.754229545593262 (6.754229545593262) | > loss_mel: 12.691555976867676 (12.691555976867676) | > loss_duration: 1.680342197418213 (1.680342197418213) | > loss_1: 25.396718978881836 (25.396718978881836)  --> STEP: 1 | > loss_disc: 2.4311885833740234 (2.4311885833740234) | > loss_disc_real_0: 0.0845702514052391 (0.0845702514052391) | > loss_disc_real_1: 0.22256039083003998 (0.22256039083003998) | > loss_disc_real_2: 0.24439407885074615 (0.24439407885074615) | > loss_disc_real_3: 0.20177015662193298 (0.20177015662193298) | > loss_disc_real_4: 0.18368850648403168 (0.18368850648403168) | > loss_disc_real_5: 0.21434056758880615 (0.21434056758880615) | > loss_0: 2.4311885833740234 (2.4311885833740234) | > loss_gen: 2.203254222869873 (2.203254222869873) | > loss_kl: 2.033297538757324 (2.033297538757324) | > loss_feat: 7.793166160583496 (7.793166160583496) | > loss_mel: 14.675228118896484 (14.675228118896484) | > loss_duration: 1.6963756084442139 (1.6963756084442139) | > loss_1: 28.401321411132812 (28.401321411132812)  --> STEP: 2 | > loss_disc: 2.257103204727173 (2.344145894050598) | > loss_disc_real_0: 0.05827026441693306 (0.07142025791108608) | > loss_disc_real_1: 0.241946741938591 (0.2322535663843155) | > loss_disc_real_2: 0.24856340885162354 (0.24647874385118484) | > loss_disc_real_3: 0.20116965472698212 (0.20146990567445755) | > loss_disc_real_4: 0.1615474373102188 (0.17261797189712524) | > loss_disc_real_5: 0.2510129511356354 (0.23267675936222076) | > loss_0: 2.257103204727173 (2.344145894050598) | > loss_gen: 2.54020357131958 (2.3717288970947266) | > loss_kl: 2.008334159851074 (2.020815849304199) | > loss_feat: 9.117884635925293 (8.455525398254395) | > loss_mel: 17.03057098388672 (15.852899551391602) | > loss_duration: 1.5684113502502441 (1.632393479347229) | > loss_1: 32.265403747558594 (30.333362579345703)  --> STEP: 3 | > loss_disc: 2.377682685852051 (2.3553248246510825) | > loss_disc_real_0: 0.08228152990341187 (0.07504068190852801) | > loss_disc_real_1: 0.22225593030452728 (0.22892102102438608) | > loss_disc_real_2: 0.2547818124294281 (0.24924643337726593) | > loss_disc_real_3: 0.2144702672958374 (0.20580335954825082) | > loss_disc_real_4: 0.17361237108707428 (0.17294943829377493) | > loss_disc_real_5: 0.20145784318447113 (0.22227045396963754) | > loss_0: 2.377682685852051 (2.3553248246510825) | > loss_gen: 2.3397231101989746 (2.361060301462809) | > loss_kl: 2.102243185043335 (2.0479582945505777) | > loss_feat: 7.576995849609375 (8.16268221537272) | > loss_mel: 14.156815528869629 (15.287538210550943) | > loss_duration: 1.6620240211486816 (1.6422703266143799) | > loss_1: 27.83780288696289 (29.501509348551433)  --> STEP: 4 | > loss_disc: 2.3630528450012207 (2.357256829738617) | > loss_disc_real_0: 0.10981609672307968 (0.08373453561216593) | > loss_disc_real_1: 0.20735815167427063 (0.22353030368685722) | > loss_disc_real_2: 0.23468375205993652 (0.24560576304793358) | > loss_disc_real_3: 0.21798093616962433 (0.2088477537035942) | > loss_disc_real_4: 0.18357735872268677 (0.17560641840100288) | > loss_disc_real_5: 0.21024030447006226 (0.21926291659474373) | > loss_0: 2.3630528450012207 (2.357256829738617) | > loss_gen: 2.3142502307891846 (2.349357783794403) | > loss_kl: 2.007089614868164 (2.0377411246299744) | > loss_feat: 6.881894588470459 (7.842485308647156) | > loss_mel: 12.723325729370117 (14.646485090255737) | > loss_duration: 1.7453588247299194 (1.6680424511432648) | > loss_1: 25.671920776367188 (28.54411220550537)  --> STEP: 5 | > loss_disc: 2.091794729232788 (2.304164409637451) | > loss_disc_real_0: 0.07838127762079239 (0.08266388401389121) | > loss_disc_real_1: 0.25265759229660034 (0.22935576140880584) | > loss_disc_real_2: 0.2554485499858856 (0.247574320435524) | > loss_disc_real_3: 0.257460355758667 (0.21857027411460878) | > loss_disc_real_4: 0.2114284485578537 (0.18277082443237305) | > loss_disc_real_5: 0.2289535105228424 (0.22120103538036345) | > loss_0: 2.091794729232788 (2.304164409637451) | > loss_gen: 2.9745588302612305 (2.4743979930877686) | > loss_kl: 1.9095851182937622 (2.0121099233627318) | > loss_feat: 8.137930870056152 (7.901574420928955) | > loss_mel: 16.19643783569336 (14.956475639343262) | > loss_duration: 1.5259618759155273 (1.6396263360977172) | > loss_1: 30.744476318359375 (28.984185028076173) --> EVAL PERFORMANCE | > avg_loader_time: 0.15327768325805663 (-0.0016862392425537331) | > avg_loss_disc: 2.304164409637451 (-0.025256633758544922) | > avg_loss_disc_real_0: 0.08266388401389121 (-0.1129288412630558) | > avg_loss_disc_real_1: 0.22935576140880584 (-0.007840967178344732) | > avg_loss_disc_real_2: 0.247574320435524 (-0.02312866151332857) | > avg_loss_disc_real_3: 0.21857027411460878 (-0.01054344475269317) | > avg_loss_disc_real_4: 0.18277082443237305 (-0.03210655152797698) | > avg_loss_disc_real_5: 0.22120103538036345 (-0.01772274076938629) | > avg_loss_0: 2.304164409637451 (-0.025256633758544922) | > avg_loss_gen: 2.4743979930877686 (-0.46074485778808594) | > avg_loss_kl: 2.0121099233627318 (-0.07862706184387225) | > avg_loss_feat: 7.901574420928955 (-0.06381368637084961) | > avg_loss_mel: 14.956475639343262 (+0.4475999832153317) | > avg_loss_duration: 1.6396263360977172 (-0.0072071313858033115) | > avg_loss_1: 28.984185028076173 (-0.16279258728027202)  > EPOCH: 37/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 02:41:03)   --> TIME: 2025-02-20 02:41:44 -- STEP: 49/924 -- GLOBAL_STEP: 80100 | > loss_disc: 2.2841739654541016 (2.263712396427077) | > loss_disc_real_0: 0.15310974419116974 (0.12528920257273984) | > loss_disc_real_1: 0.16164898872375488 (0.19298055098981273) | > loss_disc_real_2: 0.19004042446613312 (0.2047000846692494) | > loss_disc_real_3: 0.18271411955356598 (0.20763971489302965) | > loss_disc_real_4: 0.22238241136074066 (0.21551676611511075) | > loss_disc_real_5: 0.23969024419784546 (0.2064056317416989) | > loss_0: 2.2841739654541016 (2.263712396427077) | > grad_norm_0: tensor(60.5035, device='cuda:0') (tensor(70.4713, device='cuda:0')) | > loss_gen: 2.558469772338867 (2.746218520767835) | > loss_kl: 2.15570068359375 (2.2477744039224117) | > loss_feat: 7.513778209686279 (8.303296780099672) | > loss_mel: 13.991744995117188 (15.153272395231285) | > loss_duration: 1.6764204502105713 (1.6263958069742943) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.896114349365234 (30.076957819413167) | > grad_norm_1: tensor(966.4536, device='cuda:0') (tensor(1078.0902, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.7892 (0.7769929438221211) | > loader_time: 0.0134 (0.01109799560235471)  --> TIME: 2025-02-20 02:42:23 -- STEP: 99/924 -- GLOBAL_STEP: 80150 | > loss_disc: 2.08841609954834 (2.2505632771386037) | > loss_disc_real_0: 0.04899138584733009 (0.1207637841051275) | > loss_disc_real_1: 0.17680592834949493 (0.19376039234074682) | > loss_disc_real_2: 0.1688782423734665 (0.20219294395711687) | > loss_disc_real_3: 0.18265745043754578 (0.20745655292212362) | > loss_disc_real_4: 0.18483565747737885 (0.21465796924600697) | > loss_disc_real_5: 0.20353491604328156 (0.2050003471097561) | > loss_0: 2.08841609954834 (2.2505632771386037) | > grad_norm_0: tensor(40.8723, device='cuda:0') (tensor(72.3957, device='cuda:0')) | > loss_gen: 2.8898303508758545 (2.7584602423388556) | > loss_kl: 2.2819929122924805 (2.2348205007687962) | > loss_feat: 9.891814231872559 (8.432904253102315) | > loss_mel: 16.68756103515625 (15.325975919010663) | > loss_duration: 1.6249239444732666 (1.6256896714971523) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.376121520996094 (30.377850619229402) | > grad_norm_1: tensor(1506.5835, device='cuda:0') (tensor(1136.5387, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.6912 (0.7717078165574507) | > loader_time: 0.0084 (0.011141047333226059)  --> TIME: 2025-02-20 02:43:02 -- STEP: 149/924 -- GLOBAL_STEP: 80200 | > loss_disc: 2.2186694145202637 (2.241277789909567) | > loss_disc_real_0: 0.09400738030672073 (0.1154632107323448) | > loss_disc_real_1: 0.19749657809734344 (0.1939682376464742) | > loss_disc_real_2: 0.22861990332603455 (0.2033338060715055) | > loss_disc_real_3: 0.24374045431613922 (0.20699525199480504) | > loss_disc_real_4: 0.22841033339500427 (0.21500407539358074) | > loss_disc_real_5: 0.18874576687812805 (0.20356339756274383) | > loss_0: 2.2186694145202637 (2.241277789909567) | > grad_norm_0: tensor(85.7060, device='cuda:0') (tensor(74.5670, device='cuda:0')) | > loss_gen: 2.874040365219116 (2.787791509756306) | > loss_kl: 2.407578229904175 (2.2255124933767645) | > loss_feat: 8.936051368713379 (8.535869796804135) | > loss_mel: 15.790968894958496 (15.410653139920843) | > loss_duration: 1.6033602952957153 (1.6262528040265076) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.61199951171875 (30.586079795888605) | > grad_norm_1: tensor(889.4797, device='cuda:0') (tensor(1077.3074, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.8263 (0.7694563865661621) | > loader_time: 0.0128 (0.011047950527011949)  --> TIME: 2025-02-20 02:43:42 -- STEP: 199/924 -- GLOBAL_STEP: 80250 | > loss_disc: 2.363380193710327 (2.2488133158516064) | > loss_disc_real_0: 0.13326065242290497 (0.11777784519983296) | > loss_disc_real_1: 0.23642994463443756 (0.1937751115566523) | > loss_disc_real_2: 0.21160602569580078 (0.2038734353067887) | > loss_disc_real_3: 0.247499480843544 (0.20709678141315976) | > loss_disc_real_4: 0.23861631751060486 (0.21435886374370536) | > loss_disc_real_5: 0.19829490780830383 (0.2048434080490515) | > loss_0: 2.363380193710327 (2.2488133158516064) | > grad_norm_0: tensor(55.8586, device='cuda:0') (tensor(71.5445, device='cuda:0')) | > loss_gen: 2.711930751800537 (2.767567571084104) | > loss_kl: 2.348170042037964 (2.2235411675132126) | > loss_feat: 7.915283679962158 (8.478587059519398) | > loss_mel: 15.887776374816895 (15.390777429743627) | > loss_duration: 1.6777591705322266 (1.6229946775053012) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.54092025756836 (30.483467964670766) | > grad_norm_1: tensor(1590.2440, device='cuda:0') (tensor(1146.9314, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.78 (0.769610667348507) | > loader_time: 0.0143 (0.011071584931570082)  --> TIME: 2025-02-20 02:44:21 -- STEP: 249/924 -- GLOBAL_STEP: 80300 | > loss_disc: 2.48582124710083 (2.250816522831899) | > loss_disc_real_0: 0.06184355169534683 (0.120200293909115) | > loss_disc_real_1: 0.24048812687397003 (0.19365085469910429) | > loss_disc_real_2: 0.24581404030323029 (0.20376236317866298) | > loss_disc_real_3: 0.19684039056301117 (0.2068596770126657) | > loss_disc_real_4: 0.20107221603393555 (0.21434430448884467) | > loss_disc_real_5: 0.22215518355369568 (0.20476722825004393) | > loss_0: 2.48582124710083 (2.250816522831899) | > grad_norm_0: tensor(102.3998, device='cuda:0') (tensor(73.5315, device='cuda:0')) | > loss_gen: 2.559129238128662 (2.7647772419404792) | > loss_kl: 2.094338893890381 (2.2296473903349625) | > loss_feat: 8.05654239654541 (8.469364053274262) | > loss_mel: 15.208524703979492 (15.353231338133295) | > loss_duration: 1.6468045711517334 (1.6246067836102709) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.565340042114258 (30.441626881978596) | > grad_norm_1: tensor(1377.1212, device='cuda:0') (tensor(1194.6167, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.7511 (0.7695570413367336) | > loader_time: 0.0101 (0.011146321354142154)  --> TIME: 2025-02-20 02:45:00 -- STEP: 299/924 -- GLOBAL_STEP: 80350 | > loss_disc: 2.3361008167266846 (2.2494913511052985) | > loss_disc_real_0: 0.1442369818687439 (0.12043029991878713) | > loss_disc_real_1: 0.18034212291240692 (0.1929876248174687) | > loss_disc_real_2: 0.2026430368423462 (0.2035849029104845) | > loss_disc_real_3: 0.23239365220069885 (0.20670183610956008) | > loss_disc_real_4: 0.1871078759431839 (0.2142583920206115) | > loss_disc_real_5: 0.19632482528686523 (0.2043524769735974) | > loss_0: 2.3361008167266846 (2.2494913511052985) | > grad_norm_0: tensor(138.8717, device='cuda:0') (tensor(70.1826, device='cuda:0')) | > loss_gen: 2.8667922019958496 (2.760233879089357) | > loss_kl: 2.2556936740875244 (2.2235935830751012) | > loss_feat: 8.370403289794922 (8.478900890286559) | > loss_mel: 15.158340454101562 (15.348830876940468) | > loss_duration: 1.6358058452606201 (1.6250192509048358) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.28703498840332 (30.43657853372121) | > grad_norm_1: tensor(1284.5688, device='cuda:0') (tensor(1164.1682, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.7861 (0.7698334060783768) | > loader_time: 0.0113 (0.011168042951603)  --> TIME: 2025-02-20 02:45:40 -- STEP: 349/924 -- GLOBAL_STEP: 80400 | > loss_disc: 2.2646942138671875 (2.250713842304527) | > loss_disc_real_0: 0.10038837045431137 (0.12072983966942845) | > loss_disc_real_1: 0.1949041485786438 (0.19283658765619335) | > loss_disc_real_2: 0.22469137609004974 (0.2038547262592097) | > loss_disc_real_3: 0.2502715587615967 (0.2072113265195344) | > loss_disc_real_4: 0.21738335490226746 (0.214373229653241) | > loss_disc_real_5: 0.21660393476486206 (0.2046335193523362) | > loss_0: 2.2646942138671875 (2.250713842304527) | > grad_norm_0: tensor(84.5589, device='cuda:0') (tensor(69.1019, device='cuda:0')) | > loss_gen: 2.7712340354919434 (2.7568998739849206) | > loss_kl: 2.1125078201293945 (2.2278251422510458) | > loss_feat: 8.396563529968262 (8.475968747562533) | > loss_mel: 14.699237823486328 (15.363757753782082) | > loss_duration: 1.6437417268753052 (1.6253909873415884) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.6232852935791 (30.449842540445847) | > grad_norm_1: tensor(961.9335, device='cuda:0') (tensor(1173.0339, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.7808 (0.7717180784930474) | > loader_time: 0.0112 (0.011192757625634486)  --> TIME: 2025-02-20 02:46:19 -- STEP: 399/924 -- GLOBAL_STEP: 80450 | > loss_disc: 2.147157907485962 (2.2477350193157557) | > loss_disc_real_0: 0.16261841356754303 (0.11940660340744153) | > loss_disc_real_1: 0.18876799941062927 (0.19301410897035057) | > loss_disc_real_2: 0.18539020419120789 (0.20361348086580597) | > loss_disc_real_3: 0.19307616353034973 (0.20691001531026118) | > loss_disc_real_4: 0.21887530386447906 (0.21469246205829443) | > loss_disc_real_5: 0.21354320645332336 (0.20439545940934556) | > loss_0: 2.147157907485962 (2.2477350193157557) | > grad_norm_0: tensor(191.7818, device='cuda:0') (tensor(69.9302, device='cuda:0')) | > loss_gen: 3.096958875656128 (2.7640846164005453) | > loss_kl: 2.0331661701202393 (2.225869882674446) | > loss_feat: 9.578489303588867 (8.504676167528736) | > loss_mel: 15.917363166809082 (15.393119831133008) | > loss_duration: 1.5907142162322998 (1.6252242290884031) | > amp_scaler: 128.0 (67.36842105263158) | > loss_1: 32.21669006347656 (30.51297472234358) | > grad_norm_1: tensor(1292.6641, device='cuda:0') (tensor(1186.0416, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.7633 (0.771384132237064) | > loader_time: 0.0135 (0.0111838952640543)  --> TIME: 2025-02-20 02:46:59 -- STEP: 449/924 -- GLOBAL_STEP: 80500 | > loss_disc: 2.275285243988037 (2.2508810325826496) | > loss_disc_real_0: 0.15943115949630737 (0.11981550806548388) | > loss_disc_real_1: 0.20505604147911072 (0.19346820262731587) | > loss_disc_real_2: 0.23576462268829346 (0.2037703009915511) | > loss_disc_real_3: 0.18097010254859924 (0.20716230518170084) | > loss_disc_real_4: 0.2640100419521332 (0.21484185108097734) | > loss_disc_real_5: 0.2097693681716919 (0.20425513293801534) | > loss_0: 2.275285243988037 (2.2508810325826496) | > grad_norm_0: tensor(135.5663, device='cuda:0') (tensor(71.2486, device='cuda:0')) | > loss_gen: 2.8230984210968018 (2.7627561225126485) | > loss_kl: 2.580970525741577 (2.2296523288522927) | > loss_feat: 8.629278182983398 (8.497887084638085) | > loss_mel: 15.442879676818848 (15.397271933693663) | > loss_duration: 1.6553716659545898 (1.6251572314774274) | > amp_scaler: 128.0 (74.120267260579) | > loss_1: 31.13159942626953 (30.512724704360114) | > grad_norm_1: tensor(1510.3671, device='cuda:0') (tensor(1177.8652, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.7578 (0.7713144722919423) | > loader_time: 0.0101 (0.011220624027379637)  --> TIME: 2025-02-20 02:47:38 -- STEP: 499/924 -- GLOBAL_STEP: 80550 | > loss_disc: 2.1850666999816895 (2.2500739876397424) | > loss_disc_real_0: 0.09447897970676422 (0.1192944713444533) | > loss_disc_real_1: 0.20295633375644684 (0.19336864895715508) | > loss_disc_real_2: 0.20869193971157074 (0.20397034612949005) | > loss_disc_real_3: 0.25917208194732666 (0.20725511999909052) | > loss_disc_real_4: 0.19627749919891357 (0.2148173110100454) | > loss_disc_real_5: 0.19381505250930786 (0.2044579936172775) | > loss_0: 2.1850666999816895 (2.2500739876397424) | > grad_norm_0: tensor(41.3168, device='cuda:0') (tensor(70.3362, device='cuda:0')) | > loss_gen: 2.8467841148376465 (2.7651236716635488) | > loss_kl: 2.1381478309631348 (2.22846006630418) | > loss_feat: 9.01815128326416 (8.508547007918107) | > loss_mel: 14.917545318603516 (15.411649472727804) | > loss_duration: 1.6641008853912354 (1.6251402969111899) | > amp_scaler: 128.0 (79.51903807615224) | > loss_1: 30.58473014831543 (30.538920515285945) | > grad_norm_1: tensor(567.3317, device='cuda:0') (tensor(1171.1887, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.7792 (0.7715045545765299) | > loader_time: 0.0106 (0.011292181416360554)  --> TIME: 2025-02-20 02:48:17 -- STEP: 549/924 -- GLOBAL_STEP: 80600 | > loss_disc: 2.2092812061309814 (2.2499954492016596) | > loss_disc_real_0: 0.14304733276367188 (0.11837634955870432) | > loss_disc_real_1: 0.221082866191864 (0.19367610705246263) | > loss_disc_real_2: 0.17906583845615387 (0.20407937309672486) | > loss_disc_real_3: 0.1878354400396347 (0.2072011012251477) | > loss_disc_real_4: 0.17148622870445251 (0.21463363591873366) | > loss_disc_real_5: 0.1652902066707611 (0.20422800764685767) | > loss_0: 2.2092812061309814 (2.2499954492016596) | > grad_norm_0: tensor(106.0244, device='cuda:0') (tensor(70.1285, device='cuda:0')) | > loss_gen: 2.7337074279785156 (2.766499429452616) | > loss_kl: 2.3059163093566895 (2.227201015788568) | > loss_feat: 8.222003936767578 (8.50759855645601) | > loss_mel: 14.76463794708252 (15.41221284258344) | > loss_duration: 1.6230369806289673 (1.6259672229190123) | > amp_scaler: 128.0 (83.93442622950815) | > loss_1: 29.649301528930664 (30.539479052434203) | > grad_norm_1: tensor(1471.2910, device='cuda:0') (tensor(1153.3818, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.7629 (0.7709042973857111) | > loader_time: 0.0115 (0.011276148707488847)  --> TIME: 2025-02-20 02:48:56 -- STEP: 599/924 -- GLOBAL_STEP: 80650 | > loss_disc: 2.131129503250122 (2.249487594292439) | > loss_disc_real_0: 0.06083548069000244 (0.11764374931338235) | > loss_disc_real_1: 0.1873721182346344 (0.1937342144063798) | > loss_disc_real_2: 0.20490191876888275 (0.20431944959251228) | > loss_disc_real_3: 0.2296021580696106 (0.20748952013721852) | > loss_disc_real_4: 0.20828557014465332 (0.21494362576676534) | > loss_disc_real_5: 0.19490249454975128 (0.20409276521763137) | > loss_0: 2.131129503250122 (2.249487594292439) | > grad_norm_0: tensor(13.9450, device='cuda:0') (tensor(69.0746, device='cuda:0')) | > loss_gen: 2.822904109954834 (2.766649035659178) | > loss_kl: 2.313041925430298 (2.2253071236889035) | > loss_feat: 8.998215675354004 (8.502222947962895) | > loss_mel: 15.25539779663086 (15.389104618652038) | > loss_duration: 1.5990304946899414 (1.625422978640001) | > amp_scaler: 128.0 (87.6126878130216) | > loss_1: 30.988590240478516 (30.50870668987599) | > grad_norm_1: tensor(563.9449, device='cuda:0') (tensor(1144.8724, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.7905 (0.7707013363432208) | > loader_time: 0.0112 (0.011286619310585999)  --> TIME: 2025-02-20 02:49:36 -- STEP: 649/924 -- GLOBAL_STEP: 80700 | > loss_disc: 1.9603787660598755 (2.249398445862652) | > loss_disc_real_0: 0.03605760261416435 (0.11704503219052345) | > loss_disc_real_1: 0.15426203608512878 (0.19368048841119384) | > loss_disc_real_2: 0.18907424807548523 (0.20469166496869046) | > loss_disc_real_3: 0.16622400283813477 (0.20753681648218392) | > loss_disc_real_4: 0.17746278643608093 (0.2149705121118593) | > loss_disc_real_5: 0.14447307586669922 (0.20420505457739985) | > loss_0: 1.9603787660598755 (2.249398445862652) | > grad_norm_0: tensor(16.6383, device='cuda:0') (tensor(69.4229, device='cuda:0')) | > loss_gen: 2.838653564453125 (2.7683872827579856) | > loss_kl: 2.2742600440979004 (2.2238804182763836) | > loss_feat: 9.58932876586914 (8.501689998321064) | > loss_mel: 16.53946304321289 (15.375632753357499) | > loss_duration: 1.619934320449829 (1.6250904622173463) | > amp_scaler: 128.0 (90.724191063174) | > loss_1: 32.86164093017578 (30.494680886643327) | > grad_norm_1: tensor(444.1357, device='cuda:0') (tensor(1119.4393, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.7688 (0.7706303148313733) | > loader_time: 0.0111 (0.011282119618725888)  --> TIME: 2025-02-20 02:50:16 -- STEP: 699/924 -- GLOBAL_STEP: 80750 | > loss_disc: 2.200859308242798 (2.248482190999865) | > loss_disc_real_0: 0.13896444439888 (0.11646333402382458) | > loss_disc_real_1: 0.211604043841362 (0.19358485753785232) | > loss_disc_real_2: 0.1870805323123932 (0.2046305258173458) | > loss_disc_real_3: 0.21390430629253387 (0.20746155373101924) | > loss_disc_real_4: 0.20053860545158386 (0.2148739831556749) | > loss_disc_real_5: 0.24713990092277527 (0.20404392500036264) | > loss_0: 2.200859308242798 (2.248482190999865) | > grad_norm_0: tensor(105.5477, device='cuda:0') (tensor(69.1521, device='cuda:0')) | > loss_gen: 3.1496212482452393 (2.769135130662603) | > loss_kl: 2.226454973220825 (2.220841143605364) | > loss_feat: 9.081111907958984 (8.499729578075486) | > loss_mel: 15.275747299194336 (15.357988101047848) | > loss_duration: 1.570178747177124 (1.6250855772621478) | > amp_scaler: 128.0 (93.39055793991407) | > loss_1: 31.30311393737793 (30.47277950728912) | > grad_norm_1: tensor(453.7859, device='cuda:0') (tensor(1113.0645, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.7997 (0.771393269087282) | > loader_time: 0.0135 (0.011315011841715322)  --> TIME: 2025-02-20 02:50:55 -- STEP: 749/924 -- GLOBAL_STEP: 80800 | > loss_disc: 2.35884952545166 (2.2458439705687008) | > loss_disc_real_0: 0.09051816165447235 (0.11520846730697458) | > loss_disc_real_1: 0.21943430602550507 (0.19362358173954805) | > loss_disc_real_2: 0.2461315095424652 (0.20469437857893344) | > loss_disc_real_3: 0.22477230429649353 (0.20721377826262222) | > loss_disc_real_4: 0.2700483202934265 (0.21477133357954603) | > loss_disc_real_5: 0.268309086561203 (0.20392248040445657) | > loss_0: 2.35884952545166 (2.2458439705687008) | > grad_norm_0: tensor(77.6156, device='cuda:0') (tensor(68.0736, device='cuda:0')) | > loss_gen: 2.771228551864624 (2.772150564575701) | > loss_kl: 2.0527780055999756 (2.218901620687884) | > loss_feat: 8.182150840759277 (8.509462830858011) | > loss_mel: 16.37407875061035 (15.367594718933105) | > loss_duration: 1.602638840675354 (1.624921181491603) | > amp_scaler: 128.0 (95.70093457943918) | > loss_1: 30.98287582397461 (30.493030881690725) | > grad_norm_1: tensor(922.4915, device='cuda:0') (tensor(1104.0819, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.7845 (0.771994551924742) | > loader_time: 0.0136 (0.01134927218682935)  --> TIME: 2025-02-20 02:51:35 -- STEP: 799/924 -- GLOBAL_STEP: 80850 | > loss_disc: 2.2487950325012207 (2.2479710114912383) | > loss_disc_real_0: 0.16804292798042297 (0.11677780784246919) | > loss_disc_real_1: 0.20673710107803345 (0.19374865300962726) | > loss_disc_real_2: 0.18181242048740387 (0.20449347594503467) | > loss_disc_real_3: 0.25196078419685364 (0.20738289297298437) | > loss_disc_real_4: 0.22449640929698944 (0.2147869369637534) | > loss_disc_real_5: 0.24893032014369965 (0.20379416279037843) | > loss_0: 2.2487950325012207 (2.2479710114912383) | > grad_norm_0: tensor(89.0949, device='cuda:0') (tensor(68.7010, device='cuda:0')) | > loss_gen: 2.9960243701934814 (2.770305695909728) | > loss_kl: 2.1654393672943115 (2.2150522882261) | > loss_feat: 9.182208061218262 (8.499220445845385) | > loss_mel: 16.395771026611328 (15.366966562665) | > loss_duration: 1.598594307899475 (1.6249726367683082) | > amp_scaler: 128.0 (97.72215269086351) | > loss_1: 32.33803939819336 (30.476517597336944) | > grad_norm_1: tensor(737.1672, device='cuda:0') (tensor(1117.8381, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.7082 (0.7717691840457076) | > loader_time: 0.0087 (0.011351862299874968)  --> TIME: 2025-02-20 02:52:14 -- STEP: 849/924 -- GLOBAL_STEP: 80900 | > loss_disc: 2.2553536891937256 (2.2478060004848803) | > loss_disc_real_0: 0.147789865732193 (0.11687026352339695) | > loss_disc_real_1: 0.1586802750825882 (0.19374959976428824) | > loss_disc_real_2: 0.20602455735206604 (0.20448337906030378) | > loss_disc_real_3: 0.20307397842407227 (0.20724628160151493) | > loss_disc_real_4: 0.21415384113788605 (0.21468489821583422) | > loss_disc_real_5: 0.2062225043773651 (0.20390608410040537) | > loss_0: 2.2553536891937256 (2.2478060004848803) | > grad_norm_0: tensor(39.6401, device='cuda:0') (tensor(68.3609, device='cuda:0')) | > loss_gen: 2.6013617515563965 (2.768830367898208) | > loss_kl: 2.3589868545532227 (2.214556009946354) | > loss_feat: 7.521852970123291 (8.498919396012916) | > loss_mel: 14.067452430725098 (15.388299109657746) | > loss_duration: 1.6137570142745972 (1.6246636236795131) | > amp_scaler: 128.0 (99.50530035335682) | > loss_1: 28.163410186767578 (30.495268483605628) | > grad_norm_1: tensor(1413.6031, device='cuda:0') (tensor(1117.2834, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.7596 (0.7716224207614135) | > loader_time: 0.0097 (0.01135591062134652)  --> TIME: 2025-02-20 02:52:53 -- STEP: 899/924 -- GLOBAL_STEP: 80950 | > loss_disc: 2.2948009967803955 (2.246816750495668) | > loss_disc_real_0: 0.15024903416633606 (0.11629293388681894) | > loss_disc_real_1: 0.1910759061574936 (0.19364662755185438) | > loss_disc_real_2: 0.21562987565994263 (0.20454883824068393) | > loss_disc_real_3: 0.20624424517154694 (0.20711091338129542) | > loss_disc_real_4: 0.21682611107826233 (0.21470421935546652) | > loss_disc_real_5: 0.22465303540229797 (0.2040437971789792) | > loss_0: 2.2948009967803955 (2.246816750495668) | > grad_norm_0: tensor(148.0250, device='cuda:0') (tensor(68.5729, device='cuda:0')) | > loss_gen: 2.7856791019439697 (2.771013026507993) | > loss_kl: 2.3340091705322266 (2.21813325091649) | > loss_feat: 7.897971153259277 (8.506984600898825) | > loss_mel: 14.367633819580078 (15.399070246466275) | > loss_duration: 1.6992475986480713 (1.624529217188563) | > amp_scaler: 128.0 (101.09010011123463) | > loss_1: 29.08453941345215 (30.519730316518544) | > grad_norm_1: tensor(814.1133, device='cuda:0') (tensor(1114.6935, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.762 (0.7713766928111615) | > loader_time: 0.0108 (0.011347998766533128)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3227853775024414 (2.3227853775024414) | > loss_disc_real_0: 0.15708428621292114 (0.15708428621292114) | > loss_disc_real_1: 0.19081297516822815 (0.19081297516822815) | > loss_disc_real_2: 0.21672049164772034 (0.21672049164772034) | > loss_disc_real_3: 0.202711284160614 (0.202711284160614) | > loss_disc_real_4: 0.19765138626098633 (0.19765138626098633) | > loss_disc_real_5: 0.18270261585712433 (0.18270261585712433) | > loss_0: 2.3227853775024414 (2.3227853775024414) | > loss_gen: 2.398653268814087 (2.398653268814087) | > loss_kl: 2.205533742904663 (2.205533742904663) | > loss_feat: 7.436285495758057 (7.436285495758057) | > loss_mel: 13.799994468688965 (13.799994468688965) | > loss_duration: 1.684861421585083 (1.684861421585083) | > loss_1: 27.52532958984375 (27.52532958984375)  --> STEP: 1 | > loss_disc: 2.2951512336730957 (2.2951512336730957) | > loss_disc_real_0: 0.17391982674598694 (0.17391982674598694) | > loss_disc_real_1: 0.18574731051921844 (0.18574731051921844) | > loss_disc_real_2: 0.21357063949108124 (0.21357063949108124) | > loss_disc_real_3: 0.20762978494167328 (0.20762978494167328) | > loss_disc_real_4: 0.19432716071605682 (0.19432716071605682) | > loss_disc_real_5: 0.19734473526477814 (0.19734473526477814) | > loss_0: 2.2951512336730957 (2.2951512336730957) | > loss_gen: 2.5036697387695312 (2.5036697387695312) | > loss_kl: 2.3333072662353516 (2.3333072662353516) | > loss_feat: 8.125389099121094 (8.125389099121094) | > loss_mel: 14.795881271362305 (14.795881271362305) | > loss_duration: 1.6962493658065796 (1.6962493658065796) | > loss_1: 29.454496383666992 (29.454496383666992)  --> STEP: 2 | > loss_disc: 2.4060096740722656 (2.3505804538726807) | > loss_disc_real_0: 0.18391527235507965 (0.1789175495505333) | > loss_disc_real_1: 0.1950654834508896 (0.19040639698505402) | > loss_disc_real_2: 0.23117119073867798 (0.2223709151148796) | > loss_disc_real_3: 0.21993327140808105 (0.21378152817487717) | > loss_disc_real_4: 0.23310598731040955 (0.21371657401323318) | > loss_disc_real_5: 0.18652640283107758 (0.19193556904792786) | > loss_0: 2.4060096740722656 (2.3505804538726807) | > loss_gen: 2.4165353775024414 (2.4601025581359863) | > loss_kl: 2.1578640937805176 (2.2455856800079346) | > loss_feat: 6.2424421310424805 (7.183915615081787) | > loss_mel: 12.577646255493164 (13.686763763427734) | > loss_duration: 1.5756299495697021 (1.6359396576881409) | > loss_1: 24.97011947631836 (27.212307929992676)  --> STEP: 3 | > loss_disc: 2.2144508361816406 (2.305203914642334) | > loss_disc_real_0: 0.13590380549430847 (0.16457963486512503) | > loss_disc_real_1: 0.17968101799488068 (0.18683127065499625) | > loss_disc_real_2: 0.18545161187648773 (0.2100644807020823) | > loss_disc_real_3: 0.16740940511226654 (0.19832415382067362) | > loss_disc_real_4: 0.20550237596035004 (0.21097850799560547) | > loss_disc_real_5: 0.22288218140602112 (0.2022511065006256) | > loss_0: 2.2144508361816406 (2.305203914642334) | > loss_gen: 2.5628316402435303 (2.4943455855051675) | > loss_kl: 2.140136480331421 (2.21043594678243) | > loss_feat: 8.44713020324707 (7.604987144470215) | > loss_mel: 15.635965347290039 (14.33649762471517) | > loss_duration: 1.6592495441436768 (1.643709619839986) | > loss_1: 30.445314407348633 (28.289976755777996)  --> STEP: 4 | > loss_disc: 2.3478217124938965 (2.3158583641052246) | > loss_disc_real_0: 0.18038098514080048 (0.16852997243404388) | > loss_disc_real_1: 0.20209966599941254 (0.1906483694911003) | > loss_disc_real_2: 0.22880272567272186 (0.2147490419447422) | > loss_disc_real_3: 0.20429715514183044 (0.19981740415096283) | > loss_disc_real_4: 0.21369579434394836 (0.2116578295826912) | > loss_disc_real_5: 0.1890828162431717 (0.19895903393626213) | > loss_0: 2.3478217124938965 (2.3158583641052246) | > loss_gen: 2.4613752365112305 (2.4861029982566833) | > loss_kl: 2.0920350551605225 (2.180835723876953) | > loss_feat: 7.36115026473999 (7.544027924537659) | > loss_mel: 14.146537780761719 (14.289007663726807) | > loss_duration: 1.755244255065918 (1.6715932786464691) | > loss_1: 27.81634521484375 (28.171568870544434)  --> STEP: 5 | > loss_disc: 2.00130033493042 (2.2529467582702636) | > loss_disc_real_0: 0.11960916221141815 (0.15874581038951874) | > loss_disc_real_1: 0.18697796761989594 (0.18991428911685942) | > loss_disc_real_2: 0.2306152880191803 (0.21792229115962983) | > loss_disc_real_3: 0.19785447418689728 (0.19942481815814972) | > loss_disc_real_4: 0.1927853226661682 (0.2078833281993866) | > loss_disc_real_5: 0.11824890971183777 (0.18281700909137727) | > loss_0: 2.00130033493042 (2.2529467582702636) | > loss_gen: 3.0583877563476562 (2.600559949874878) | > loss_kl: 2.296281576156616 (2.2039248943328857) | > loss_feat: 9.319276809692383 (7.899077701568603) | > loss_mel: 17.208621978759766 (14.872930526733398) | > loss_duration: 1.5420763492584229 (1.64568989276886) | > loss_1: 33.424644470214844 (29.222183990478516) --> EVAL PERFORMANCE | > avg_loader_time: 0.15458173751831056 (+0.0013040542602539285) | > avg_loss_disc: 2.2529467582702636 (-0.05121765136718759) | > avg_loss_disc_real_0: 0.15874581038951874 (+0.07608192637562752) | > avg_loss_disc_real_1: 0.18991428911685942 (-0.03944147229194642) | > avg_loss_disc_real_2: 0.21792229115962983 (-0.029652029275894165) | > avg_loss_disc_real_3: 0.19942481815814972 (-0.019145455956459057) | > avg_loss_disc_real_4: 0.2078833281993866 (+0.025112503767013544) | > avg_loss_disc_real_5: 0.18281700909137727 (-0.038384026288986184) | > avg_loss_0: 2.2529467582702636 (-0.05121765136718759) | > avg_loss_gen: 2.600559949874878 (+0.1261619567871093) | > avg_loss_kl: 2.2039248943328857 (+0.191814970970154) | > avg_loss_feat: 7.899077701568603 (-0.0024967193603515625) | > avg_loss_mel: 14.872930526733398 (-0.08354511260986364) | > avg_loss_duration: 1.64568989276886 (+0.006063556671142667) | > avg_loss_1: 29.222183990478516 (+0.23799896240234375)  > EPOCH: 38/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 02:53:21)   --> TIME: 2025-02-20 02:53:42 -- STEP: 25/924 -- GLOBAL_STEP: 81000 | > loss_disc: 2.118971109390259 (2.23413104057312) | > loss_disc_real_0: 0.13151298463344574 (0.11712725132703782) | > loss_disc_real_1: 0.15291741490364075 (0.19054406821727754) | > loss_disc_real_2: 0.22081629931926727 (0.20327329993247986) | > loss_disc_real_3: 0.21771016716957092 (0.20700885117053985) | > loss_disc_real_4: 0.19760443270206451 (0.21249437153339387) | > loss_disc_real_5: 0.20633912086486816 (0.20335228323936463) | > loss_0: 2.118971109390259 (2.23413104057312) | > grad_norm_0: tensor(62.8707, device='cuda:0') (tensor(91.3792, device='cuda:0')) | > loss_gen: 2.8808741569519043 (2.7700733757019043) | > loss_kl: 2.247396945953369 (2.219842777252198) | > loss_feat: 9.29284954071045 (8.521774311065672) | > loss_mel: 16.26603889465332 (15.438190002441406) | > loss_duration: 1.6139696836471558 (1.620125937461853) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.30112838745117 (30.570006256103515) | > grad_norm_1: tensor(1165.0255, device='cuda:0') (tensor(1121.7023, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.7706 (0.7694794178009033) | > loader_time: 0.0127 (0.01061192512512207) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_81000.pth  --> TIME: 2025-02-20 02:54:24 -- STEP: 75/924 -- GLOBAL_STEP: 81050 | > loss_disc: 2.19026255607605 (2.212774085998535) | > loss_disc_real_0: 0.07693737000226974 (0.09789835249384243) | > loss_disc_real_1: 0.18276554346084595 (0.19151179174582164) | > loss_disc_real_2: 0.2242567092180252 (0.20714920997619626) | > loss_disc_real_3: 0.18449926376342773 (0.20613374312718713) | > loss_disc_real_4: 0.258808434009552 (0.21621003071467082) | > loss_disc_real_5: 0.23782946169376373 (0.20431317845980326) | > loss_0: 2.19026255607605 (2.212774085998535) | > grad_norm_0: tensor(65.6324, device='cuda:0') (tensor(69.1497, device='cuda:0')) | > loss_gen: 2.967766284942627 (2.8121854082743325) | > loss_kl: 2.2450673580169678 (2.2305220031738275) | > loss_feat: 8.644139289855957 (8.639581438700358) | > loss_mel: 14.674280166625977 (15.383348134358725) | > loss_duration: 1.6200411319732666 (1.6253793064753215) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.151294708251953 (30.691016133626302) | > grad_norm_1: tensor(987.0661, device='cuda:0') (tensor(1026.3911, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.7301 (0.7719185574849448) | > loader_time: 0.0092 (0.011284847259521487)  --> TIME: 2025-02-20 02:55:03 -- STEP: 125/924 -- GLOBAL_STEP: 81100 | > loss_disc: 2.079195022583008 (2.2187683334350585) | > loss_disc_real_0: 0.11695699393749237 (0.10367649787664414) | > loss_disc_real_1: 0.19593006372451782 (0.19211479938030243) | > loss_disc_real_2: 0.20421789586544037 (0.2047311017513275) | > loss_disc_real_3: 0.16974444687366486 (0.20668541061878204) | > loss_disc_real_4: 0.1883382648229599 (0.21442444741725922) | > loss_disc_real_5: 0.1811174601316452 (0.20377428340911866) | > loss_0: 2.079195022583008 (2.2187683334350585) | > grad_norm_0: tensor(35.7847, device='cuda:0') (tensor(66.4305, device='cuda:0')) | > loss_gen: 2.946331262588501 (2.7862697639465326) | > loss_kl: 2.1806602478027344 (2.236053400039673) | > loss_feat: 8.919658660888672 (8.600487915039059) | > loss_mel: 14.13955020904541 (15.368476707458496) | > loss_duration: 1.6293785572052002 (1.6253515033721926) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.81557846069336 (30.616639221191406) | > grad_norm_1: tensor(453.0582, device='cuda:0') (tensor(1081.9591, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.7285 (0.7701279087066653) | > loader_time: 0.0097 (0.011479049682617188)  --> TIME: 2025-02-20 02:55:43 -- STEP: 175/924 -- GLOBAL_STEP: 81150 | > loss_disc: 2.311105251312256 (2.2186981078556607) | > loss_disc_real_0: 0.12678973376750946 (0.10048503358449251) | > loss_disc_real_1: 0.20807459950447083 (0.1921392788205827) | > loss_disc_real_2: 0.23707468807697296 (0.2042447853088378) | > loss_disc_real_3: 0.18894201517105103 (0.2074373528787068) | > loss_disc_real_4: 0.21707794070243835 (0.2149323923247201) | > loss_disc_real_5: 0.21659593284130096 (0.2046147506577628) | > loss_0: 2.311105251312256 (2.2186981078556607) | > grad_norm_0: tensor(51.8793, device='cuda:0') (tensor(64.1409, device='cuda:0')) | > loss_gen: 2.810995101928711 (2.7943690231868192) | > loss_kl: 2.0772509574890137 (2.234207394463675) | > loss_feat: 8.238638877868652 (8.601351481846395) | > loss_mel: 14.976563453674316 (15.345854116167342) | > loss_duration: 1.6110024452209473 (1.6242222915376936) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.71445083618164 (30.600004294259207) | > grad_norm_1: tensor(1020.6487, device='cuda:0') (tensor(989.0581, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.7544 (0.7715180247170587) | > loader_time: 0.0099 (0.011413518360682896)  --> TIME: 2025-02-20 02:56:23 -- STEP: 225/924 -- GLOBAL_STEP: 81200 | > loss_disc: 2.1908795833587646 (2.2149499008390645) | > loss_disc_real_0: 0.13119572401046753 (0.1004010198348098) | > loss_disc_real_1: 0.18696701526641846 (0.1925493113862143) | > loss_disc_real_2: 0.19357667863368988 (0.20388128737608585) | > loss_disc_real_3: 0.19027680158615112 (0.20705384227964613) | > loss_disc_real_4: 0.1944558024406433 (0.21450128588411543) | > loss_disc_real_5: 0.16359549760818481 (0.20352541055944232) | > loss_0: 2.1908795833587646 (2.2149499008390645) | > grad_norm_0: tensor(80.7536, device='cuda:0') (tensor(61.9285, device='cuda:0')) | > loss_gen: 2.7687549591064453 (2.7947826565636515) | > loss_kl: 2.262709617614746 (2.2336999607086185) | > loss_feat: 8.416364669799805 (8.596764486100934) | > loss_mel: 15.30015754699707 (15.319001197814941) | > loss_duration: 1.6045863628387451 (1.6239851178063287) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.35257339477539 (30.56823339674208) | > grad_norm_1: tensor(1364.8799, device='cuda:0') (tensor(985.5179, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.7964 (0.7723084608713787) | > loader_time: 0.0116 (0.011364105012681749)  --> TIME: 2025-02-20 02:57:02 -- STEP: 275/924 -- GLOBAL_STEP: 81250 | > loss_disc: 2.2106289863586426 (2.2170605815540663) | > loss_disc_real_0: 0.1049640029668808 (0.10225572856989772) | > loss_disc_real_1: 0.24209493398666382 (0.19249539006840088) | > loss_disc_real_2: 0.1996629238128662 (0.2036100389198823) | > loss_disc_real_3: 0.22306914627552032 (0.20715160716663708) | > loss_disc_real_4: 0.20931267738342285 (0.2145899827371944) | > loss_disc_real_5: 0.22586902976036072 (0.20374392184344206) | > loss_0: 2.2106289863586426 (2.2170605815540663) | > grad_norm_0: tensor(57.9611, device='cuda:0') (tensor(61.6544, device='cuda:0')) | > loss_gen: 2.975513458251953 (2.796149509603326) | > loss_kl: 2.187213182449341 (2.2238724379106003) | > loss_feat: 9.083440780639648 (8.589606583335176) | > loss_mel: 15.578447341918945 (15.328106585415927) | > loss_duration: 1.6683123111724854 (1.6252382516860964) | > amp_scaler: 64.0 (127.76727272727273) | > loss_1: 31.49292755126953 (30.562973431673917) | > grad_norm_1: 0 (tensor(975.3358, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.8048 (0.7733597902818161) | > loader_time: 0.011 (0.011255200992931019)  --> TIME: 2025-02-20 02:57:42 -- STEP: 325/924 -- GLOBAL_STEP: 81300 | > loss_disc: 2.251814842224121 (2.2176492896446827) | > loss_disc_real_0: 0.056609950959682465 (0.10192018839029157) | > loss_disc_real_1: 0.21744930744171143 (0.19274506688117976) | > loss_disc_real_2: 0.207050159573555 (0.20396747213143568) | > loss_disc_real_3: 0.23063504695892334 (0.2077455174922943) | > loss_disc_real_4: 0.23413972556591034 (0.21432704948461972) | > loss_disc_real_5: 0.19295291602611542 (0.2040184097565137) | > loss_0: 2.251814842224121 (2.2176492896446827) | > grad_norm_0: tensor(77.4714, device='cuda:0') (tensor(61.5579, device='cuda:0')) | > loss_gen: 2.838826894760132 (2.805028955753031) | > loss_kl: 2.1864874362945557 (2.232379583212045) | > loss_feat: 8.528039932250977 (8.616773583338805) | > loss_mel: 16.351360321044922 (15.344864311218261) | > loss_duration: 1.6619939804077148 (1.6244254258962778) | > amp_scaler: 64.0 (117.95692307692308) | > loss_1: 31.566707611083984 (30.623471920306866) | > grad_norm_1: tensor(1282.4464, device='cuda:0') (tensor(970.0753, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.7826 (0.7735597925919757) | > loader_time: 0.0109 (0.011267056098351113)  --> TIME: 2025-02-20 02:58:21 -- STEP: 375/924 -- GLOBAL_STEP: 81350 | > loss_disc: 2.3258697986602783 (2.216697113672894) | > loss_disc_real_0: 0.10826627165079117 (0.10136519977450363) | > loss_disc_real_1: 0.2184969186782837 (0.19315060933430986) | > loss_disc_real_2: 0.22395837306976318 (0.2041493930419286) | > loss_disc_real_3: 0.2540341913700104 (0.20768000849088034) | > loss_disc_real_4: 0.2576807737350464 (0.214452370762825) | > loss_disc_real_5: 0.18183717131614685 (0.20359020717938736) | > loss_0: 2.3258697986602783 (2.216697113672894) | > grad_norm_0: tensor(61.5755, device='cuda:0') (tensor(61.4593, device='cuda:0')) | > loss_gen: 2.6579627990722656 (2.8043725541432676) | > loss_kl: 2.1094653606414795 (2.2376491947174073) | > loss_feat: 7.840550422668457 (8.609546938578282) | > loss_mel: 13.876916885375977 (15.336936668395996) | > loss_duration: 1.6234605312347412 (1.6244454406102498) | > amp_scaler: 64.0 (110.76266666666666) | > loss_1: 28.108356475830078 (30.612950846354167) | > grad_norm_1: tensor(546.3761, device='cuda:0') (tensor(955.0482, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.7717 (0.7735745048522955) | > loader_time: 0.0108 (0.011262530644734701)  --> TIME: 2025-02-20 02:59:01 -- STEP: 425/924 -- GLOBAL_STEP: 81400 | > loss_disc: 2.329166889190674 (2.2150293403513293) | > loss_disc_real_0: 0.07940520346164703 (0.1014428258731084) | > loss_disc_real_1: 0.19393290579319 (0.19296241767266215) | > loss_disc_real_2: 0.2302536815404892 (0.20393673679407906) | > loss_disc_real_3: 0.22049106657505035 (0.2075524588542826) | > loss_disc_real_4: 0.22267237305641174 (0.214268858257462) | > loss_disc_real_5: 0.21064919233322144 (0.20333480743800889) | > loss_0: 2.329166889190674 (2.2150293403513293) | > grad_norm_0: tensor(47.3494, device='cuda:0') (tensor(62.4159, device='cuda:0')) | > loss_gen: 2.701249599456787 (2.8060318419512558) | > loss_kl: 2.3206400871276855 (2.2359244066126203) | > loss_feat: 7.967934608459473 (8.605871520322907) | > loss_mel: 13.956351280212402 (15.330791231043198) | > loss_duration: 1.6366662979125977 (1.624273260901956) | > amp_scaler: 64.0 (105.26117647058824) | > loss_1: 28.582843780517578 (30.602892303466795) | > grad_norm_1: tensor(1476.1459, device='cuda:0') (tensor(969.8273, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.7679 (0.7737309450261739) | > loader_time: 0.0104 (0.011249592724968406)  --> TIME: 2025-02-20 02:59:40 -- STEP: 475/924 -- GLOBAL_STEP: 81450 | > loss_disc: 2.306774377822876 (2.218623935799848) | > loss_disc_real_0: 0.2638748288154602 (0.10393563124694316) | > loss_disc_real_1: 0.1852361261844635 (0.1928412046871687) | > loss_disc_real_2: 0.18684831261634827 (0.20385984332937943) | > loss_disc_real_3: 0.21088121831417084 (0.207589395548168) | > loss_disc_real_4: 0.1839728206396103 (0.2141038484636106) | > loss_disc_real_5: 0.2326900213956833 (0.20366551929398582) | > loss_0: 2.306774377822876 (2.218623935799848) | > grad_norm_0: tensor(169.3818, device='cuda:0') (tensor(64.8972, device='cuda:0')) | > loss_gen: 2.8977718353271484 (2.8034820787530177) | > loss_kl: 2.1239466667175293 (2.2347486209869385) | > loss_feat: 8.381349563598633 (8.595773322456752) | > loss_mel: 15.276039123535156 (15.332052347283614) | > loss_duration: 1.605249285697937 (1.6241669388821252) | > amp_scaler: 64.0 (100.9178947368421) | > loss_1: 30.28435707092285 (30.590223392687346) | > grad_norm_1: tensor(684.7719, device='cuda:0') (tensor(967.6787, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.7962 (0.7741563626339566) | > loader_time: 0.0114 (0.01127328119779888)  --> TIME: 2025-02-20 03:00:20 -- STEP: 525/924 -- GLOBAL_STEP: 81500 | > loss_disc: 2.2640368938446045 (2.2193734877450106) | > loss_disc_real_0: 0.09047414362430573 (0.10505591985015637) | > loss_disc_real_1: 0.22637568414211273 (0.19256879650411146) | > loss_disc_real_2: 0.1919463574886322 (0.2037099828890392) | > loss_disc_real_3: 0.22402545809745789 (0.20741297798497335) | > loss_disc_real_4: 0.18205079436302185 (0.21388106008370716) | > loss_disc_real_5: 0.20479822158813477 (0.20389677053406122) | > loss_0: 2.2640368938446045 (2.2193734877450106) | > grad_norm_0: tensor(77.8914, device='cuda:0') (tensor(63.3018, device='cuda:0')) | > loss_gen: 2.6162831783294678 (2.795827750251405) | > loss_kl: 2.1233017444610596 (2.2360998798552014) | > loss_feat: 7.889784336090088 (8.583329037257597) | > loss_mel: 14.042633056640625 (15.317400814238049) | > loss_duration: 1.5941967964172363 (1.6238879283269247) | > amp_scaler: 64.0 (97.40190476190476) | > loss_1: 28.266199111938477 (30.556545493716285) | > grad_norm_1: tensor(1538.5033, device='cuda:0') (tensor(999.1914, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.77 (0.7736749630882631) | > loader_time: 0.01 (0.011282040732247488)  --> TIME: 2025-02-20 03:00:59 -- STEP: 575/924 -- GLOBAL_STEP: 81550 | > loss_disc: 2.475125789642334 (2.221560307792995) | > loss_disc_real_0: 0.10301102697849274 (0.10660834686263748) | > loss_disc_real_1: 0.21839956939220428 (0.1924574941137562) | > loss_disc_real_2: 0.19685372710227966 (0.20356743960276893) | > loss_disc_real_3: 0.1975897252559662 (0.2073685192025226) | > loss_disc_real_4: 0.20382031798362732 (0.21385477397752845) | > loss_disc_real_5: 0.22082403302192688 (0.204131802579631) | > loss_0: 2.475125789642334 (2.221560307792995) | > grad_norm_0: tensor(118.6735, device='cuda:0') (tensor(64.8050, device='cuda:0')) | > loss_gen: 2.6478519439697266 (2.7921208568241265) | > loss_kl: 2.1521193981170654 (2.2312799756423285) | > loss_feat: 7.6598005294799805 (8.575042167331853) | > loss_mel: 13.853511810302734 (15.308824582307235) | > loss_duration: 1.6451265811920166 (1.6237720259376194) | > amp_scaler: 64.0 (94.49739130434783) | > loss_1: 27.958410263061523 (30.53103969739831) | > grad_norm_1: tensor(1139.0775, device='cuda:0') (tensor(1037.4323, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.8482 (0.773962791691656) | > loader_time: 0.0112 (0.011310985813970149)  --> TIME: 2025-02-20 03:01:39 -- STEP: 625/924 -- GLOBAL_STEP: 81600 | > loss_disc: 2.199291944503784 (2.2266867591857906) | > loss_disc_real_0: 0.15632158517837524 (0.10907519580125809) | > loss_disc_real_1: 0.2123221755027771 (0.1922164392709731) | > loss_disc_real_2: 0.20577654242515564 (0.20388992030620567) | > loss_disc_real_3: 0.17176981270313263 (0.20749845864772798) | > loss_disc_real_4: 0.22216655313968658 (0.2139759774684905) | > loss_disc_real_5: 0.1701182723045349 (0.20455215735435484) | > loss_0: 2.199291944503784 (2.2266867591857906) | > grad_norm_0: tensor(33.8325, device='cuda:0') (tensor(64.4950, device='cuda:0')) | > loss_gen: 2.7399685382843018 (2.7873314212799056) | > loss_kl: 2.3858983516693115 (2.2309075067520143) | > loss_feat: 9.39877986907959 (8.573978375244126) | > loss_mel: 17.33248519897461 (15.31977572631836) | > loss_duration: 1.6349743604660034 (1.6237984272003172) | > amp_scaler: 64.0 (92.0576) | > loss_1: 33.49210739135742 (30.535791537475585) | > grad_norm_1: tensor(1042.8711, device='cuda:0') (tensor(1024.9454, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.7964 (0.7744817306518558) | > loader_time: 0.0112 (0.011324918746948241)  --> TIME: 2025-02-20 03:02:19 -- STEP: 675/924 -- GLOBAL_STEP: 81650 | > loss_disc: 2.1098849773406982 (2.2253058920966255) | > loss_disc_real_0: 0.10940519720315933 (0.10834513178302183) | > loss_disc_real_1: 0.15169958770275116 (0.19238739550113665) | > loss_disc_real_2: 0.2314368486404419 (0.20400459940786705) | > loss_disc_real_3: 0.2036035656929016 (0.20735950337515938) | > loss_disc_real_4: 0.19992810487747192 (0.21394899637610815) | > loss_disc_real_5: 0.2305825650691986 (0.20450747465645824) | > loss_0: 2.1098849773406982 (2.2253058920966255) | > grad_norm_0: tensor(110.0493, device='cuda:0') (tensor(63.1765, device='cuda:0')) | > loss_gen: 2.9904356002807617 (2.7888485477588802) | > loss_kl: 2.4110217094421387 (2.2302657694286765) | > loss_feat: 9.610011100769043 (8.577969761601196) | > loss_mel: 16.110450744628906 (15.307490683661566) | > loss_duration: 1.5812004804611206 (1.6234445700822053) | > amp_scaler: 64.0 (89.9792592592592) | > loss_1: 32.70311737060547 (30.528019409179688) | > grad_norm_1: tensor(995.6245, device='cuda:0') (tensor(1012.4575, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.7824 (0.7742997257797811) | > loader_time: 0.011 (0.011349037664907954)  --> TIME: 2025-02-20 03:02:58 -- STEP: 725/924 -- GLOBAL_STEP: 81700 | > loss_disc: 2.173746109008789 (2.2269994666658603) | > loss_disc_real_0: 0.09522704780101776 (0.10929424676658778) | > loss_disc_real_1: 0.18893589079380035 (0.19249941873139337) | > loss_disc_real_2: 0.2032083421945572 (0.2037911756285305) | > loss_disc_real_3: 0.2060418426990509 (0.20739529393870254) | > loss_disc_real_4: 0.20266558229923248 (0.21398880913339804) | > loss_disc_real_5: 0.2125071883201599 (0.20457013027421359) | > loss_0: 2.173746109008789 (2.2269994666658603) | > grad_norm_0: tensor(86.4493, device='cuda:0') (tensor(63.0555, device='cuda:0')) | > loss_gen: 2.8158655166625977 (2.785192571179621) | > loss_kl: 2.194490909576416 (2.227613469156725) | > loss_feat: 9.518160820007324 (8.571116242902026) | > loss_mel: 16.346872329711914 (15.312192916870117) | > loss_duration: 1.6073771715164185 (1.6235679797468514) | > amp_scaler: 64.0 (88.18758620689646) | > loss_1: 32.482765197753906 (30.519683256478146) | > grad_norm_1: tensor(1888.4861, device='cuda:0') (tensor(1032.6830, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.7276 (0.7746206872216591) | > loader_time: 0.0126 (0.011361306946853117)  --> TIME: 2025-02-20 03:03:38 -- STEP: 775/924 -- GLOBAL_STEP: 81750 | > loss_disc: 2.341431140899658 (2.2279360398938577) | > loss_disc_real_0: 0.19257193803787231 (0.10986921251060501) | > loss_disc_real_1: 0.18609324097633362 (0.19235836036743645) | > loss_disc_real_2: 0.1979851871728897 (0.2037229487396055) | > loss_disc_real_3: 0.2257925420999527 (0.2074960051813433) | > loss_disc_real_4: 0.21086718142032623 (0.21395551981464503) | > loss_disc_real_5: 0.22000789642333984 (0.20469998753839924) | > loss_0: 2.341431140899658 (2.2279360398938577) | > grad_norm_0: tensor(65.2434, device='cuda:0') (tensor(63.7226, device='cuda:0')) | > loss_gen: 2.647012233734131 (2.7841770239799257) | > loss_kl: 2.072065591812134 (2.2259933813156603) | > loss_feat: 8.055265426635742 (8.562225457468326) | > loss_mel: 14.34924030303955 (15.308151829627253) | > loss_duration: 1.6209102869033813 (1.6242573728869039) | > amp_scaler: 64.0 (86.62709677419343) | > loss_1: 28.74449348449707 (30.504805132958197) | > grad_norm_1: tensor(1296.6373, device='cuda:0') (tensor(1040.9618, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.7935 (0.7749556018460186) | > loader_time: 0.0114 (0.011384049692461573)  --> TIME: 2025-02-20 03:04:17 -- STEP: 825/924 -- GLOBAL_STEP: 81800 | > loss_disc: 2.0937581062316895 (2.2271396583499334) | > loss_disc_real_0: 0.09282540529966354 (0.10879060674345854) | > loss_disc_real_1: 0.20551864802837372 (0.19243846225016034) | > loss_disc_real_2: 0.22263821959495544 (0.20397802342068058) | > loss_disc_real_3: 0.1866544932126999 (0.20753584267515124) | > loss_disc_real_4: 0.2085363119840622 (0.21401592585173512) | > loss_disc_real_5: 0.19039148092269897 (0.20491031153635544) | > loss_0: 2.0937581062316895 (2.2271396583499334) | > grad_norm_0: tensor(98.5267, device='cuda:0') (tensor(63.3506, device='cuda:0')) | > loss_gen: 3.036529302597046 (2.7862661803852435) | > loss_kl: 2.2385663986206055 (2.224484097596369) | > loss_feat: 9.731222152709961 (8.566071115551566) | > loss_mel: 16.65733528137207 (15.309862109097567) | > loss_duration: 1.6098769903182983 (1.6240246067625104) | > amp_scaler: 64.0 (85.25575757575747) | > loss_1: 33.27353286743164 (30.510708158088452) | > grad_norm_1: tensor(1314.6450, device='cuda:0') (tensor(1025.0966, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.7765 (0.7746952970100176) | > loader_time: 0.0109 (0.011395606994628911)  --> TIME: 2025-02-20 03:04:57 -- STEP: 875/924 -- GLOBAL_STEP: 81850 | > loss_disc: 2.4500391483306885 (2.229112057958329) | > loss_disc_real_0: 0.18515163660049438 (0.10959003853372165) | > loss_disc_real_1: 0.20210981369018555 (0.19249544520037504) | > loss_disc_real_2: 0.2138184905052185 (0.2040843406915664) | > loss_disc_real_3: 0.20365822315216064 (0.20749693652561732) | > loss_disc_real_4: 0.24694165587425232 (0.21409122584547308) | > loss_disc_real_5: 0.1738426238298416 (0.2049468231030873) | > loss_0: 2.4500391483306885 (2.229112057958329) | > grad_norm_0: tensor(86.6888, device='cuda:0') (tensor(63.2359, device='cuda:0')) | > loss_gen: 2.5810940265655518 (2.7831906389508934) | > loss_kl: 2.3368561267852783 (2.225497865268161) | > loss_feat: 8.572243690490723 (8.560809971400662) | > loss_mel: 16.921939849853516 (15.321048764910017) | > loss_duration: 1.6318166255950928 (1.623990281513759) | > amp_scaler: 64.0 (84.04114285714276) | > loss_1: 32.043949127197266 (30.514537573678155) | > grad_norm_1: tensor(515.1224, device='cuda:0') (tensor(1027.9532, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.7961 (0.7745061833517896) | > loader_time: 0.0118 (0.011394378389631003)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.337592363357544 (2.337592363357544) | > loss_disc_real_0: 0.12316618859767914 (0.12316618859767914) | > loss_disc_real_1: 0.2120235413312912 (0.2120235413312912) | > loss_disc_real_2: 0.2515665292739868 (0.2515665292739868) | > loss_disc_real_3: 0.2120114266872406 (0.2120114266872406) | > loss_disc_real_4: 0.2149602323770523 (0.2149602323770523) | > loss_disc_real_5: 0.2260010540485382 (0.2260010540485382) | > loss_0: 2.337592363357544 (2.337592363357544) | > loss_gen: 2.482142925262451 (2.482142925262451) | > loss_kl: 2.0818803310394287 (2.0818803310394287) | > loss_feat: 7.399351119995117 (7.399351119995117) | > loss_mel: 13.66051959991455 (13.66051959991455) | > loss_duration: 1.6701622009277344 (1.6701622009277344) | > loss_1: 27.294055938720703 (27.294055938720703)  --> STEP: 1 | > loss_disc: 2.437771797180176 (2.437771797180176) | > loss_disc_real_0: 0.15218129754066467 (0.15218129754066467) | > loss_disc_real_1: 0.21636024117469788 (0.21636024117469788) | > loss_disc_real_2: 0.2318015843629837 (0.2318015843629837) | > loss_disc_real_3: 0.2234969586133957 (0.2234969586133957) | > loss_disc_real_4: 0.23914775252342224 (0.23914775252342224) | > loss_disc_real_5: 0.26277390122413635 (0.26277390122413635) | > loss_0: 2.437771797180176 (2.437771797180176) | > loss_gen: 2.438690423965454 (2.438690423965454) | > loss_kl: 1.9128773212432861 (1.9128773212432861) | > loss_feat: 7.057308197021484 (7.057308197021484) | > loss_mel: 13.81035041809082 (13.81035041809082) | > loss_duration: 1.679569959640503 (1.679569959640503) | > loss_1: 26.89879608154297 (26.89879608154297)  --> STEP: 2 | > loss_disc: 2.2949178218841553 (2.3663448095321655) | > loss_disc_real_0: 0.13443081080913544 (0.14330605417490005) | > loss_disc_real_1: 0.18323665857315063 (0.19979844987392426) | > loss_disc_real_2: 0.21449746191501617 (0.22314952313899994) | > loss_disc_real_3: 0.24129323661327362 (0.23239509761333466) | > loss_disc_real_4: 0.2084667682647705 (0.22380726039409637) | > loss_disc_real_5: 0.251139372587204 (0.25695663690567017) | > loss_0: 2.2949178218841553 (2.3663448095321655) | > loss_gen: 2.576320171356201 (2.5075052976608276) | > loss_kl: 2.1184635162353516 (2.015670418739319) | > loss_feat: 9.123656272888184 (8.090482234954834) | > loss_mel: 16.17804718017578 (14.9941987991333) | > loss_duration: 1.5728280544281006 (1.6261990070343018) | > loss_1: 31.56931495666504 (29.234055519104004)  --> STEP: 3 | > loss_disc: 2.311351776123047 (2.3480137983957925) | > loss_disc_real_0: 0.12060229480266571 (0.13573813438415527) | > loss_disc_real_1: 0.18386176228523254 (0.1944862206776937) | > loss_disc_real_2: 0.2345353066921234 (0.22694478432337442) | > loss_disc_real_3: 0.23219983279705048 (0.23233000934123993) | > loss_disc_real_4: 0.21429429948329926 (0.22063627342383066) | > loss_disc_real_5: 0.26588818430900574 (0.25993381937344867) | > loss_0: 2.311351776123047 (2.3480137983957925) | > loss_gen: 2.5437519550323486 (2.519587516784668) | > loss_kl: 1.994675874710083 (2.0086722373962402) | > loss_feat: 7.217942237854004 (7.799635569254558) | > loss_mel: 15.302423477172852 (15.096940358479818) | > loss_duration: 1.6474790573120117 (1.6332923571268718) | > loss_1: 28.70627212524414 (29.058127721150715)  --> STEP: 4 | > loss_disc: 2.379960298538208 (2.3560004234313965) | > loss_disc_real_0: 0.12707947194576263 (0.1335734687745571) | > loss_disc_real_1: 0.21066023409366608 (0.19852972403168678) | > loss_disc_real_2: 0.23606762290000916 (0.2292254939675331) | > loss_disc_real_3: 0.2333976924419403 (0.23259693011641502) | > loss_disc_real_4: 0.23013581335544586 (0.22301115840673447) | > loss_disc_real_5: 0.23606884479522705 (0.2539675757288933) | > loss_0: 2.379960298538208 (2.3560004234313965) | > loss_gen: 2.495007038116455 (2.5134423971176147) | > loss_kl: 1.9505062103271484 (1.9941307306289673) | > loss_feat: 7.160846710205078 (7.6399383544921875) | > loss_mel: 13.579302787780762 (14.717530965805054) | > loss_duration: 1.7491761445999146 (1.6622633039951324) | > loss_1: 26.934837341308594 (28.527305126190186)  --> STEP: 5 | > loss_disc: 2.0533902645111084 (2.2954783916473387) | > loss_disc_real_0: 0.0812307745218277 (0.12310492992401123) | > loss_disc_real_1: 0.2119409143924713 (0.20121196210384368) | > loss_disc_real_2: 0.227402463555336 (0.22886088788509368) | > loss_disc_real_3: 0.33499693870544434 (0.25307693183422086) | > loss_disc_real_4: 0.3112497925758362 (0.24065888524055482) | > loss_disc_real_5: 0.1837853342294693 (0.2399311274290085) | > loss_0: 2.0533902645111084 (2.2954783916473387) | > loss_gen: 3.1717724800109863 (2.6451084136962892) | > loss_kl: 1.9531631469726562 (1.9859372138977052) | > loss_feat: 9.79599666595459 (8.071150016784667) | > loss_mel: 17.715702056884766 (15.317165184020997) | > loss_duration: 1.5479133129119873 (1.6393933057785035) | > loss_1: 34.184547424316406 (29.65875358581543) --> EVAL PERFORMANCE | > avg_loader_time: 0.15333232879638672 (-0.0012494087219238337) | > avg_loss_disc: 2.2954783916473387 (+0.042531633377075106) | > avg_loss_disc_real_0: 0.12310492992401123 (-0.03564088046550751) | > avg_loss_disc_real_1: 0.20121196210384368 (+0.011297672986984253) | > avg_loss_disc_real_2: 0.22886088788509368 (+0.01093859672546385) | > avg_loss_disc_real_3: 0.25307693183422086 (+0.053652113676071145) | > avg_loss_disc_real_4: 0.24065888524055482 (+0.03277555704116822) | > avg_loss_disc_real_5: 0.2399311274290085 (+0.05711411833763122) | > avg_loss_0: 2.2954783916473387 (+0.042531633377075106) | > avg_loss_gen: 2.6451084136962892 (+0.04454846382141131) | > avg_loss_kl: 1.9859372138977052 (-0.21798768043518058) | > avg_loss_feat: 8.071150016784667 (+0.17207231521606392) | > avg_loss_mel: 15.317165184020997 (+0.44423465728759837) | > avg_loss_duration: 1.6393933057785035 (-0.006296586990356401) | > avg_loss_1: 29.65875358581543 (+0.43656959533691264)  > EPOCH: 39/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 03:05:43)   --> TIME: 2025-02-20 03:05:46 -- STEP: 1/924 -- GLOBAL_STEP: 81900 | > loss_disc: 2.0406336784362793 (2.0406336784362793) | > loss_disc_real_0: 0.12761060893535614 (0.12761060893535614) | > loss_disc_real_1: 0.17901891469955444 (0.17901891469955444) | > loss_disc_real_2: 0.178990438580513 (0.178990438580513) | > loss_disc_real_3: 0.1880550980567932 (0.1880550980567932) | > loss_disc_real_4: 0.21094785630702972 (0.21094785630702972) | > loss_disc_real_5: 0.19350621104240417 (0.19350621104240417) | > loss_0: 2.0406336784362793 (2.0406336784362793) | > grad_norm_0: tensor(57.9086, device='cuda:0') (tensor(57.9086, device='cuda:0')) | > loss_gen: 3.006946325302124 (3.006946325302124) | > loss_kl: 2.2646632194519043 (2.2646632194519043) | > loss_feat: 9.525787353515625 (9.525787353515625) | > loss_mel: 16.78017807006836 (16.78017807006836) | > loss_duration: 1.6262295246124268 (1.6262295246124268) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.20380401611328 (33.20380401611328) | > grad_norm_1: tensor(1775.9723, device='cuda:0') (tensor(1775.9723, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.7796 (0.7795906066894531) | > loader_time: 0.0107 (0.01068735122680664)  --> TIME: 2025-02-20 03:06:25 -- STEP: 51/924 -- GLOBAL_STEP: 81950 | > loss_disc: 2.0310473442077637 (2.2456166650734684) | > loss_disc_real_0: 0.05476086586713791 (0.10808029003879603) | > loss_disc_real_1: 0.16797667741775513 (0.19411309092652565) | > loss_disc_real_2: 0.18380571901798248 (0.2056910296281179) | > loss_disc_real_3: 0.1928446739912033 (0.212983041417365) | > loss_disc_real_4: 0.19648422300815582 (0.2160583997473997) | > loss_disc_real_5: 0.18459005653858185 (0.207702485369701) | > loss_0: 2.0310473442077637 (2.2456166650734684) | > grad_norm_0: tensor(15.4871, device='cuda:0') (tensor(64.7001, device='cuda:0')) | > loss_gen: 2.9034557342529297 (2.7867303221833484) | > loss_kl: 2.225409507751465 (2.182382095093821) | > loss_feat: 9.283329010009766 (8.516734226077213) | > loss_mel: 15.719596862792969 (15.373418134801527) | > loss_duration: 1.6821575164794922 (1.627142256381465) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.813949584960938 (30.486406887278836) | > grad_norm_1: tensor(436.4447, device='cuda:0') (tensor(1124.7056, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.76 (0.7669702277464028) | > loader_time: 0.0102 (0.01112980001112994)  --> TIME: 2025-02-20 03:07:04 -- STEP: 101/924 -- GLOBAL_STEP: 82000 | > loss_disc: 2.1787190437316895 (2.23910626326457) | > loss_disc_real_0: 0.14165671169757843 (0.11260398820337683) | > loss_disc_real_1: 0.16955140233039856 (0.19298764340358204) | > loss_disc_real_2: 0.19510801136493683 (0.20352699231393268) | > loss_disc_real_3: 0.1732531189918518 (0.20982033397891733) | > loss_disc_real_4: 0.20422415435314178 (0.21396730368090147) | > loss_disc_real_5: 0.18876485526561737 (0.20519012861912794) | > loss_0: 2.1787190437316895 (2.23910626326457) | > grad_norm_0: tensor(133.4708, device='cuda:0') (tensor(65.9267, device='cuda:0')) | > loss_gen: 2.9100921154022217 (2.7715462670467867) | > loss_kl: 2.188857078552246 (2.1905151570197368) | > loss_feat: 8.696693420410156 (8.537248559517433) | > loss_mel: 15.914604187011719 (15.520750706738765) | > loss_duration: 1.6210241317749023 (1.6247772686552293) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.33127212524414 (30.644837917667804) | > grad_norm_1: tensor(1794.4552, device='cuda:0') (tensor(1191.3060, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.8093 (0.7677600596210745) | > loader_time: 0.0117 (0.01124930853890901) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_82000.pth  --> TIME: 2025-02-20 03:07:46 -- STEP: 151/924 -- GLOBAL_STEP: 82050 | > loss_disc: 2.190929889678955 (2.2430878064490303) | > loss_disc_real_0: 0.11418481171131134 (0.11804273463045524) | > loss_disc_real_1: 0.19723500311374664 (0.1918640294611849) | > loss_disc_real_2: 0.19019177556037903 (0.20324510760259945) | > loss_disc_real_3: 0.18419961631298065 (0.20874135867254623) | > loss_disc_real_4: 0.18034252524375916 (0.2144031711169426) | > loss_disc_real_5: 0.1921534240245819 (0.20544305345080546) | > loss_0: 2.190929889678955 (2.2430878064490303) | > grad_norm_0: tensor(38.4384, device='cuda:0') (tensor(68.3453, device='cuda:0')) | > loss_gen: 2.7276220321655273 (2.7620782962698014) | > loss_kl: 2.116905927658081 (2.2074715767475146) | > loss_feat: 9.211819648742676 (8.54877979392247) | > loss_mel: 14.99044132232666 (15.483555939023859) | > loss_duration: 1.604645848274231 (1.6245300398757125) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.651437759399414 (30.626415606366088) | > grad_norm_1: tensor(777.0034, device='cuda:0') (tensor(1195.8683, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.7909 (0.7682636873611554) | > loader_time: 0.0109 (0.011171732517267698)  --> TIME: 2025-02-20 03:08:26 -- STEP: 201/924 -- GLOBAL_STEP: 82100 | > loss_disc: 2.0835156440734863 (2.241490982065152) | > loss_disc_real_0: 0.10205665975809097 (0.11721181176343368) | > loss_disc_real_1: 0.1665981262922287 (0.19158029845401425) | > loss_disc_real_2: 0.17276442050933838 (0.20366709579282732) | > loss_disc_real_3: 0.1708962470293045 (0.20860136607986185) | > loss_disc_real_4: 0.23385456204414368 (0.2143476081279973) | > loss_disc_real_5: 0.18727245926856995 (0.20480931072092767) | > loss_0: 2.0835156440734863 (2.241490982065152) | > grad_norm_0: tensor(53.0843, device='cuda:0') (tensor(71.9560, device='cuda:0')) | > loss_gen: 2.9499285221099854 (2.764210766227683) | > loss_kl: 2.112032890319824 (2.213446894095312) | > loss_feat: 9.33859634399414 (8.544630536985633) | > loss_mel: 15.780503273010254 (15.449809254698492) | > loss_duration: 1.6378761529922485 (1.6225041833089953) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.818937301635742 (30.594601740291463) | > grad_norm_1: tensor(1002.6586, device='cuda:0') (tensor(1168.2655, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.7921 (0.7712394206678098) | > loader_time: 0.0108 (0.011176191159148724)  --> TIME: 2025-02-20 03:09:05 -- STEP: 251/924 -- GLOBAL_STEP: 82150 | > loss_disc: 2.1985154151916504 (2.237256449532222) | > loss_disc_real_0: 0.11898129433393478 (0.11482563607424379) | > loss_disc_real_1: 0.15666334331035614 (0.19197082175201632) | > loss_disc_real_2: 0.18375633656978607 (0.20355464761475642) | > loss_disc_real_3: 0.19480040669441223 (0.20866143133535803) | > loss_disc_real_4: 0.22098307311534882 (0.2137788255732373) | > loss_disc_real_5: 0.2226818948984146 (0.20396658594152367) | > loss_0: 2.1985154151916504 (2.237256449532222) | > grad_norm_0: tensor(47.6574, device='cuda:0') (tensor(70.7179, device='cuda:0')) | > loss_gen: 2.8374788761138916 (2.775794108075449) | > loss_kl: 2.2925498485565186 (2.2140212044772873) | > loss_feat: 8.985596656799316 (8.572105818060761) | > loss_mel: 15.237421989440918 (15.441920485629504) | > loss_duration: 1.6226353645324707 (1.6235820981135882) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.97568130493164 (30.627423822167387) | > grad_norm_1: tensor(1446.3987, device='cuda:0') (tensor(1123.1605, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.7385 (0.7715538972877413) | > loader_time: 0.0132 (0.011253507963689681)  --> TIME: 2025-02-20 03:09:44 -- STEP: 301/924 -- GLOBAL_STEP: 82200 | > loss_disc: 2.287635564804077 (2.2382470226763087) | > loss_disc_real_0: 0.2650248408317566 (0.1158549014318029) | > loss_disc_real_1: 0.1670844703912735 (0.1921772897936578) | > loss_disc_real_2: 0.17666999995708466 (0.20353631932672073) | > loss_disc_real_3: 0.14718735218048096 (0.20871481824158838) | > loss_disc_real_4: 0.21910510957241058 (0.21381171681358171) | > loss_disc_real_5: 0.18566179275512695 (0.2041502381579028) | > loss_0: 2.287635564804077 (2.2382470226763087) | > grad_norm_0: tensor(160.5158, device='cuda:0') (tensor(70.5127, device='cuda:0')) | > loss_gen: 2.737429618835449 (2.7693191857829045) | > loss_kl: 2.3949689865112305 (2.211997526428629) | > loss_feat: 8.997249603271484 (8.546142969416618) | > loss_mel: 16.779569625854492 (15.399936834443052) | > loss_duration: 1.5958467721939087 (1.6233688699842688) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.50506591796875 (30.55076545259089) | > grad_norm_1: tensor(970.2217, device='cuda:0') (tensor(1143.8175, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.749 (0.7715854518041262) | > loader_time: 0.0105 (0.011290845680870491)  --> TIME: 2025-02-20 03:10:24 -- STEP: 351/924 -- GLOBAL_STEP: 82250 | > loss_disc: 2.291321277618408 (2.241170283056732) | > loss_disc_real_0: 0.1530919224023819 (0.11837869278683281) | > loss_disc_real_1: 0.1618042141199112 (0.19148047709906552) | > loss_disc_real_2: 0.15976712107658386 (0.20327179626352082) | > loss_disc_real_3: 0.15374656021595 (0.20822326308302058) | > loss_disc_real_4: 0.19456231594085693 (0.21358687776615817) | > loss_disc_real_5: 0.22200816869735718 (0.20433479980525807) | > loss_0: 2.291321277618408 (2.241170283056732) | > grad_norm_0: tensor(45.9397, device='cuda:0') (tensor(69.2385, device='cuda:0')) | > loss_gen: 2.5175106525421143 (2.760528532528131) | > loss_kl: 2.3130218982696533 (2.211315402278195) | > loss_feat: 8.260377883911133 (8.51940406353725) | > loss_mel: 14.997025489807129 (15.392072775425055) | > loss_duration: 1.601403832435608 (1.6236669602896754) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.689340591430664 (30.506987797229037) | > grad_norm_1: tensor(921.5456, device='cuda:0') (tensor(1159.4380, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.7968 (0.7723087204827203) | > loader_time: 0.0113 (0.01131287463370212)  --> TIME: 2025-02-20 03:11:03 -- STEP: 401/924 -- GLOBAL_STEP: 82300 | > loss_disc: 2.0617635250091553 (2.2359523681036557) | > loss_disc_real_0: 0.08839599043130875 (0.11665913970801896) | > loss_disc_real_1: 0.1957911252975464 (0.19170780732596016) | > loss_disc_real_2: 0.18322423100471497 (0.20347547010887884) | > loss_disc_real_3: 0.19614066183567047 (0.20805529135272396) | > loss_disc_real_4: 0.1775379329919815 (0.21363677103025955) | > loss_disc_real_5: 0.204022616147995 (0.20355185580223872) | > loss_0: 2.0617635250091553 (2.2359523681036557) | > grad_norm_0: tensor(85.2102, device='cuda:0') (tensor(69.3668, device='cuda:0')) | > loss_gen: 3.1005563735961914 (2.769396171902779) | > loss_kl: 2.123753070831299 (2.2118356409215583) | > loss_feat: 10.118635177612305 (8.546355046536263) | > loss_mel: 16.977205276489258 (15.39856129929312) | > loss_duration: 1.582255244255066 (1.6239867983316245) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.90240478515625 (30.550134996523585) | > grad_norm_1: tensor(688.3361, device='cuda:0') (tensor(1149.5461, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.757 (0.7720764717853574) | > loader_time: 0.0101 (0.01127875951162895)  --> TIME: 2025-02-20 03:11:43 -- STEP: 451/924 -- GLOBAL_STEP: 82350 | > loss_disc: 2.3362913131713867 (2.2355331949014086) | > loss_disc_real_0: 0.23286396265029907 (0.11650635602733249) | > loss_disc_real_1: 0.18782395124435425 (0.19192059955945837) | > loss_disc_real_2: 0.21748824417591095 (0.20354251705622195) | > loss_disc_real_3: 0.15181024372577667 (0.20771647196783466) | > loss_disc_real_4: 0.2000700682401657 (0.21371528615311877) | > loss_disc_real_5: 0.16441306471824646 (0.20344900374534125) | > loss_0: 2.3362913131713867 (2.2355331949014086) | > grad_norm_0: tensor(112.8567, device='cuda:0') (tensor(69.5721, device='cuda:0')) | > loss_gen: 2.7484495639801025 (2.7726734107455244) | > loss_kl: 2.0551576614379883 (2.2118126849113193) | > loss_feat: 8.572320938110352 (8.541938317588583) | > loss_mel: 15.444584846496582 (15.393425799790613) | > loss_duration: 1.6077265739440918 (1.6244175820022888) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.428239822387695 (30.544267819355966) | > grad_norm_1: tensor(1266.0226, device='cuda:0') (tensor(1139.0039, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.7508 (0.7716907550913267) | > loader_time: 0.0123 (0.011216516769646015)  --> TIME: 2025-02-20 03:12:22 -- STEP: 501/924 -- GLOBAL_STEP: 82400 | > loss_disc: 2.294658660888672 (2.2338510233009163) | > loss_disc_real_0: 0.07113655656576157 (0.1155110552475719) | > loss_disc_real_1: 0.20909205079078674 (0.1922398837443122) | > loss_disc_real_2: 0.22724661231040955 (0.2036472792753916) | > loss_disc_real_3: 0.19122451543807983 (0.20744586874268017) | > loss_disc_real_4: 0.19504748284816742 (0.21343129614513076) | > loss_disc_real_5: 0.20814429223537445 (0.20340323094241394) | > loss_0: 2.294658660888672 (2.2338510233009163) | > grad_norm_0: tensor(55.4608, device='cuda:0') (tensor(69.9768, device='cuda:0')) | > loss_gen: 2.60514760017395 (2.776068058794369) | > loss_kl: 2.15347957611084 (2.21309153286521) | > loss_feat: 8.10395336151123 (8.549508411727262) | > loss_mel: 14.43314266204834 (15.410460887078992) | > loss_duration: 1.6033432483673096 (1.6244799215160681) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.899066925048828 (30.57360882863789) | > grad_norm_1: tensor(584.3201, device='cuda:0') (tensor(1132.6105, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.7745 (0.7727572699030955) | > loader_time: 0.0114 (0.011199888830889248)  --> TIME: 2025-02-20 03:13:02 -- STEP: 551/924 -- GLOBAL_STEP: 82450 | > loss_disc: 2.1817355155944824 (2.2333801517469256) | > loss_disc_real_0: 0.05412184074521065 (0.1153957732833124) | > loss_disc_real_1: 0.19697970151901245 (0.19240628596658937) | > loss_disc_real_2: 0.20442764461040497 (0.20372674144980257) | > loss_disc_real_3: 0.20495375990867615 (0.20753311551093195) | > loss_disc_real_4: 0.22314025461673737 (0.21339124446555618) | > loss_disc_real_5: 0.18443423509597778 (0.20371368954705243) | > loss_0: 2.1817355155944824 (2.2333801517469256) | > grad_norm_0: tensor(49.8526, device='cuda:0') (tensor(70.0035, device='cuda:0')) | > loss_gen: 2.7545366287231445 (2.7784678672056673) | > loss_kl: 2.141392707824707 (2.21071436963367) | > loss_feat: 9.900222778320312 (8.555495738117747) | > loss_mel: 16.408905029296875 (15.390466456404615) | > loss_duration: 1.5975779294967651 (1.6249330705826164) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.80263137817383 (30.56007750454053) | > grad_norm_1: tensor(1003.8930, device='cuda:0') (tensor(1116.0037, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.7602 (0.7725915605922361) | > loader_time: 0.0102 (0.0111640421318705)  --> TIME: 2025-02-20 03:13:41 -- STEP: 601/924 -- GLOBAL_STEP: 82500 | > loss_disc: 2.3163394927978516 (2.2313951757703956) | > loss_disc_real_0: 0.14978140592575073 (0.11531821648263296) | > loss_disc_real_1: 0.19075176119804382 (0.19221691764928342) | > loss_disc_real_2: 0.18098001182079315 (0.20355805700114876) | > loss_disc_real_3: 0.21875602006912231 (0.20740232927826996) | > loss_disc_real_4: 0.23915408551692963 (0.2133670598268509) | > loss_disc_real_5: 0.20456025004386902 (0.2032529738004909) | > loss_0: 2.3163394927978516 (2.2313951757703956) | > grad_norm_0: tensor(113.4473, device='cuda:0') (tensor(69.4076, device='cuda:0')) | > loss_gen: 2.755553722381592 (2.7791589111734356) | > loss_kl: 2.347574472427368 (2.2084995934649836) | > loss_feat: 7.857410907745361 (8.558235481059093) | > loss_mel: 13.663431167602539 (15.383611671143086) | > loss_duration: 1.6473405361175537 (1.6246839055602442) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.271310806274414 (30.55418955823546) | > grad_norm_1: tensor(615.5931, device='cuda:0') (tensor(1109.0331, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.7856 (0.7725350345033976) | > loader_time: 0.011 (0.011181154187626132)  --> TIME: 2025-02-20 03:14:21 -- STEP: 651/924 -- GLOBAL_STEP: 82550 | > loss_disc: 2.155059576034546 (2.232226184070017) | > loss_disc_real_0: 0.12462674826383591 (0.11481293235918344) | > loss_disc_real_1: 0.2012144774198532 (0.1924476280877117) | > loss_disc_real_2: 0.18383938074111938 (0.2041310832110418) | > loss_disc_real_3: 0.17480310797691345 (0.20748561659624684) | > loss_disc_real_4: 0.21704725921154022 (0.2133799014690285) | > loss_disc_real_5: 0.21567058563232422 (0.20327756999091973) | > loss_0: 2.155059576034546 (2.232226184070017) | > grad_norm_0: tensor(106.8637, device='cuda:0') (tensor(69.5142, device='cuda:0')) | > loss_gen: 3.0501081943511963 (2.779563983647689) | > loss_kl: 2.1642956733703613 (2.2055004531154263) | > loss_feat: 9.729700088500977 (8.554021608994297) | > loss_mel: 16.474294662475586 (15.37678394083237) | > loss_duration: 1.6288716793060303 (1.624510181664322) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.04726791381836 (30.540380164408646) | > grad_norm_1: tensor(892.1586, device='cuda:0') (tensor(1104.3805, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.7801 (0.772558301275227) | > loader_time: 0.0111 (0.011185876052317342)  --> TIME: 2025-02-20 03:15:00 -- STEP: 701/924 -- GLOBAL_STEP: 82600 | > loss_disc: 2.2089672088623047 (2.231853543096533) | > loss_disc_real_0: 0.20642918348312378 (0.11535143489801934) | > loss_disc_real_1: 0.15929362177848816 (0.1924475297097982) | > loss_disc_real_2: 0.1871470957994461 (0.20384715937513767) | > loss_disc_real_3: 0.16977976262569427 (0.20731815387536048) | > loss_disc_real_4: 0.17495828866958618 (0.21343925325319532) | > loss_disc_real_5: 0.1919039487838745 (0.20292032498350826) | > loss_0: 2.2089672088623047 (2.231853543096533) | > grad_norm_0: tensor(75.4851, device='cuda:0') (tensor(69.9572, device='cuda:0')) | > loss_gen: 2.920229196548462 (2.7823470904041474) | > loss_kl: 2.331378698348999 (2.2074389620956465) | > loss_feat: 8.964178085327148 (8.564683288378314) | > loss_mel: 14.592206954956055 (15.388189080438329) | > loss_duration: 1.5928914546966553 (1.6246623970812635) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.4008846282959 (30.567320795100017) | > grad_norm_1: tensor(362.8779, device='cuda:0') (tensor(1090.3882, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.7732 (0.7726577022106264) | > loader_time: 0.0108 (0.011197474815706047)  --> TIME: 2025-02-20 03:15:40 -- STEP: 751/924 -- GLOBAL_STEP: 82650 | > loss_disc: 2.1357975006103516 (2.2301447856600825) | > loss_disc_real_0: 0.09265848994255066 (0.11425427169837901) | > loss_disc_real_1: 0.16289277374744415 (0.19245138179049504) | > loss_disc_real_2: 0.22874972224235535 (0.20375430897453653) | > loss_disc_real_3: 0.24241933226585388 (0.20741108583705561) | > loss_disc_real_4: 0.26173269748687744 (0.21356590409650308) | > loss_disc_real_5: 0.23867110908031464 (0.2030442528099257) | > loss_0: 2.1357975006103516 (2.2301447856600825) | > grad_norm_0: tensor(96.3732, device='cuda:0') (tensor(69.3455, device='cuda:0')) | > loss_gen: 3.0381412506103516 (2.78508273104377) | > loss_kl: 2.1921582221984863 (2.2117039185865583) | > loss_feat: 10.018604278564453 (8.57183964369935) | > loss_mel: 16.423614501953125 (15.394840223970172) | > loss_duration: 1.6214115619659424 (1.6247833084647412) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.29393005371094 (30.588249800843343) | > grad_norm_1: tensor(727.5311, device='cuda:0') (tensor(1082.0912, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.7668 (0.7731379941998722) | > loader_time: 0.013 (0.011212042898693673)  --> TIME: 2025-02-20 03:16:19 -- STEP: 801/924 -- GLOBAL_STEP: 82700 | > loss_disc: 2.0006630420684814 (2.22716713770201) | > loss_disc_real_0: 0.03370543196797371 (0.11271034203441849) | > loss_disc_real_1: 0.1478641927242279 (0.1923687720157382) | > loss_disc_real_2: 0.17841705679893494 (0.2036052184009671) | > loss_disc_real_3: 0.2427344173192978 (0.20740650884444348) | > loss_disc_real_4: 0.1790146678686142 (0.21347174850221579) | > loss_disc_real_5: 0.19922877848148346 (0.20283011853992555) | > loss_0: 2.0006630420684814 (2.22716713770201) | > grad_norm_0: tensor(72.7260, device='cuda:0') (tensor(68.2894, device='cuda:0')) | > loss_gen: 2.8990349769592285 (2.788910021645003) | > loss_kl: 2.3548598289489746 (2.2103403504570487) | > loss_feat: 9.927565574645996 (8.581083169739497) | > loss_mel: 17.094480514526367 (15.392280214288261) | > loss_duration: 1.6256492137908936 (1.625291336192918) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.901588439941406 (30.597905057795188) | > grad_norm_1: tensor(868.0670, device='cuda:0') (tensor(1066.2682, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.7549 (0.7729904511745801) | > loader_time: 0.0134 (0.01122775923149119)  --> TIME: 2025-02-20 03:16:59 -- STEP: 851/924 -- GLOBAL_STEP: 82750 | > loss_disc: 2.3906478881835938 (2.228126572806182) | > loss_disc_real_0: 0.09653417021036148 (0.11319829999840217) | > loss_disc_real_1: 0.22163166105747223 (0.19228407491948427) | > loss_disc_real_2: 0.22967258095741272 (0.2037955197373232) | > loss_disc_real_3: 0.2834603488445282 (0.20743500400163872) | > loss_disc_real_4: 0.3027593493461609 (0.21347010056854834) | > loss_disc_real_5: 0.24840764701366425 (0.20288160124620724) | > loss_0: 2.3906478881835938 (2.228126572806182) | > grad_norm_0: tensor(29.0063, device='cuda:0') (tensor(68.7018, device='cuda:0')) | > loss_gen: 2.7550106048583984 (2.7878492069020266) | > loss_kl: 2.196629047393799 (2.2091941617770745) | > loss_feat: 8.01635456085205 (8.577632676000178) | > loss_mel: 14.49731731414795 (15.391953584870496) | > loss_duration: 1.6385345458984375 (1.6256108714046547) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.103845596313477 (30.59224047587985) | > grad_norm_1: tensor(947.5634, device='cuda:0') (tensor(1067.1368, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.7526 (0.7734885862935443) | > loader_time: 0.0104 (0.011234947153039885)  --> TIME: 2025-02-20 03:17:38 -- STEP: 901/924 -- GLOBAL_STEP: 82800 | > loss_disc: 2.354489326477051 (2.2270758558192862) | > loss_disc_real_0: 0.04945150762796402 (0.11264310531591072) | > loss_disc_real_1: 0.1829850971698761 (0.1922070450179452) | > loss_disc_real_2: 0.18918102979660034 (0.20358885244180042) | > loss_disc_real_3: 0.20890900492668152 (0.20740841927790352) | > loss_disc_real_4: 0.22847528755664825 (0.2135441728291845) | > loss_disc_real_5: 0.1745804101228714 (0.20298157673697087) | > loss_0: 2.354489326477051 (2.2270758558192862) | > grad_norm_0: tensor(71.8045, device='cuda:0') (tensor(68.2105, device='cuda:0')) | > loss_gen: 2.4027981758117676 (2.789331799209714) | > loss_kl: 2.402772903442383 (2.2152664968361506) | > loss_feat: 7.757869243621826 (8.587597578135505) | > loss_mel: 14.643475532531738 (15.394678810195838) | > loss_duration: 1.65131413936615 (1.6258581851616287) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.858230590820312 (30.612732845988045) | > grad_norm_1: tensor(1336.0823, device='cuda:0') (tensor(1056.6416, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.782 (0.773346945395348) | > loader_time: 0.011 (0.011251547228086013)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.28351092338562 (2.28351092338562) | > loss_disc_real_0: 0.10960307717323303 (0.10960307717323303) | > loss_disc_real_1: 0.20327617228031158 (0.20327617228031158) | > loss_disc_real_2: 0.176378071308136 (0.176378071308136) | > loss_disc_real_3: 0.1937274932861328 (0.1937274932861328) | > loss_disc_real_4: 0.20861196517944336 (0.20861196517944336) | > loss_disc_real_5: 0.23602747917175293 (0.23602747917175293) | > loss_0: 2.28351092338562 (2.28351092338562) | > loss_gen: 2.5072526931762695 (2.5072526931762695) | > loss_kl: 2.1657230854034424 (2.1657230854034424) | > loss_feat: 8.18342399597168 (8.18342399597168) | > loss_mel: 14.745075225830078 (14.745075225830078) | > loss_duration: 1.6843292713165283 (1.6843292713165283) | > loss_1: 29.285804748535156 (29.285804748535156)  --> STEP: 1 | > loss_disc: 2.200883626937866 (2.200883626937866) | > loss_disc_real_0: 0.12097673863172531 (0.12097673863172531) | > loss_disc_real_1: 0.20377413928508759 (0.20377413928508759) | > loss_disc_real_2: 0.182452991604805 (0.182452991604805) | > loss_disc_real_3: 0.18122069537639618 (0.18122069537639618) | > loss_disc_real_4: 0.19641731679439545 (0.19641731679439545) | > loss_disc_real_5: 0.220585897564888 (0.220585897564888) | > loss_0: 2.200883626937866 (2.200883626937866) | > loss_gen: 2.607823610305786 (2.607823610305786) | > loss_kl: 2.1563384532928467 (2.1563384532928467) | > loss_feat: 8.850553512573242 (8.850553512573242) | > loss_mel: 15.502735137939453 (15.502735137939453) | > loss_duration: 1.6938047409057617 (1.6938047409057617) | > loss_1: 30.811256408691406 (30.811256408691406)  --> STEP: 2 | > loss_disc: 2.376727819442749 (2.2888057231903076) | > loss_disc_real_0: 0.1546318084001541 (0.1378042735159397) | > loss_disc_real_1: 0.20727033913135529 (0.20552223920822144) | > loss_disc_real_2: 0.20680023729801178 (0.1946266144514084) | > loss_disc_real_3: 0.21637168526649475 (0.19879619032144547) | > loss_disc_real_4: 0.22496932744979858 (0.21069332212209702) | > loss_disc_real_5: 0.26626938581466675 (0.24342764168977737) | > loss_0: 2.376727819442749 (2.2888057231903076) | > loss_gen: 2.599761724472046 (2.603792667388916) | > loss_kl: 2.2920703887939453 (2.224204421043396) | > loss_feat: 7.441109657287598 (8.14583158493042) | > loss_mel: 13.754761695861816 (14.628748416900635) | > loss_duration: 1.5887683629989624 (1.641286551952362) | > loss_1: 27.676471710205078 (29.243864059448242)  --> STEP: 3 | > loss_disc: 2.2389512062072754 (2.2721875508626304) | > loss_disc_real_0: 0.12191564589738846 (0.13250806430975595) | > loss_disc_real_1: 0.2031225562095642 (0.2047223448753357) | > loss_disc_real_2: 0.1923539787530899 (0.19386906921863556) | > loss_disc_real_3: 0.20968900620937347 (0.2024271289507548) | > loss_disc_real_4: 0.21216638386249542 (0.21118434270222983) | > loss_disc_real_5: 0.21674154698848724 (0.23453227678934732) | > loss_0: 2.2389512062072754 (2.2721875508626304) | > loss_gen: 2.5648272037506104 (2.590804179509481) | > loss_kl: 2.105776309967041 (2.1847283840179443) | > loss_feat: 7.630688190460205 (7.974117120107015) | > loss_mel: 14.593389511108398 (14.616962114969889) | > loss_duration: 1.692734718322754 (1.6584359407424927) | > loss_1: 28.587413787841797 (29.025047302246094)  --> STEP: 4 | > loss_disc: 2.4468016624450684 (2.3158410787582397) | > loss_disc_real_0: 0.14482124149799347 (0.13558635860681534) | > loss_disc_real_1: 0.215226411819458 (0.20734836161136627) | > loss_disc_real_2: 0.20289871096611023 (0.19612647965550423) | > loss_disc_real_3: 0.24187345802783966 (0.21228871122002602) | > loss_disc_real_4: 0.2237764596939087 (0.21433237195014954) | > loss_disc_real_5: 0.27055808901786804 (0.2435387298464775) | > loss_0: 2.4468016624450684 (2.3158410787582397) | > loss_gen: 2.414501190185547 (2.5467284321784973) | > loss_kl: 2.0856435298919678 (2.15995717048645) | > loss_feat: 6.349037170410156 (7.5678471326828) | > loss_mel: 12.242445945739746 (14.023333072662354) | > loss_duration: 1.743847131729126 (1.679788738489151) | > loss_1: 24.83547592163086 (27.977654457092285)  --> STEP: 5 | > loss_disc: 2.435187339782715 (2.339710330963135) | > loss_disc_real_0: 0.09326060116291046 (0.12712120711803437) | > loss_disc_real_1: 0.2924337387084961 (0.22436543703079223) | > loss_disc_real_2: 0.17843255400657654 (0.1925876945257187) | > loss_disc_real_3: 0.30776870250701904 (0.23138470947742462) | > loss_disc_real_4: 0.2097882330417633 (0.21342354416847228) | > loss_disc_real_5: 0.3166867792606354 (0.2581683397293091) | > loss_0: 2.435187339782715 (2.339710330963135) | > loss_gen: 2.8073885440826416 (2.5988604545593263) | > loss_kl: 1.9812500476837158 (2.1242157459259032) | > loss_feat: 9.681224822998047 (7.990522670745849) | > loss_mel: 18.128658294677734 (14.84439811706543) | > loss_duration: 1.5385020971298218 (1.6515314102172851) | > loss_1: 34.13702392578125 (29.209528350830077) --> EVAL PERFORMANCE | > avg_loader_time: 0.1614741325378418 (+0.008141803741455067) | > avg_loss_disc: 2.339710330963135 (+0.044231939315796165) | > avg_loss_disc_real_0: 0.12712120711803437 (+0.004016277194023143) | > avg_loss_disc_real_1: 0.22436543703079223 (+0.023153474926948553) | > avg_loss_disc_real_2: 0.1925876945257187 (-0.03627319335937498) | > avg_loss_disc_real_3: 0.23138470947742462 (-0.021692222356796242) | > avg_loss_disc_real_4: 0.21342354416847228 (-0.02723534107208253) | > avg_loss_disc_real_5: 0.2581683397293091 (+0.018237212300300593) | > avg_loss_0: 2.339710330963135 (+0.044231939315796165) | > avg_loss_gen: 2.5988604545593263 (-0.04624795913696289) | > avg_loss_kl: 2.1242157459259032 (+0.13827853202819806) | > avg_loss_feat: 7.990522670745849 (-0.08062734603881783) | > avg_loss_mel: 14.84439811706543 (-0.47276706695556747) | > avg_loss_duration: 1.6515314102172851 (+0.012138104438781605) | > avg_loss_1: 29.209528350830077 (-0.4492252349853523)  > EPOCH: 40/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 03:18:04)   --> TIME: 2025-02-20 03:18:27 -- STEP: 27/924 -- GLOBAL_STEP: 82850 | > loss_disc: 1.9743397235870361 (2.214221746833236) | > loss_disc_real_0: 0.05060884356498718 (0.10384999022439674) | > loss_disc_real_1: 0.18385981023311615 (0.19219020560935693) | > loss_disc_real_2: 0.1779855191707611 (0.20208290881580776) | > loss_disc_real_3: 0.18327651917934418 (0.21001830752249118) | > loss_disc_real_4: 0.2125631421804428 (0.2161416858434677) | > loss_disc_real_5: 0.1581442803144455 (0.20036763339130967) | > loss_0: 1.9743397235870361 (2.214221746833236) | > grad_norm_0: tensor(28.6292, device='cuda:0') (tensor(69.6840, device='cuda:0')) | > loss_gen: 3.164918899536133 (2.835440335450349) | > loss_kl: 2.3610246181488037 (2.217016100883484) | > loss_feat: 9.356058120727539 (8.79537315721865) | > loss_mel: 16.474552154541016 (15.791082346880877) | > loss_duration: 1.6891804933547974 (1.6365100851765386) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.04573440551758 (31.275422131573713) | > grad_norm_1: tensor(849.7853, device='cuda:0') (tensor(1034.8253, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.7554 (0.7666585003888166) | > loader_time: 0.0172 (0.01150928603278266)  --> TIME: 2025-02-20 03:19:07 -- STEP: 77/924 -- GLOBAL_STEP: 82900 | > loss_disc: 2.150763988494873 (2.229570319126178) | > loss_disc_real_0: 0.11950338631868362 (0.11509133338347657) | > loss_disc_real_1: 0.21190641820430756 (0.1930417555880237) | > loss_disc_real_2: 0.2094714343547821 (0.20339242572134192) | > loss_disc_real_3: 0.24266628921031952 (0.20651561621721692) | > loss_disc_real_4: 0.1973634511232376 (0.21431490159654) | > loss_disc_real_5: 0.2176920622587204 (0.20140159923534892) | > loss_0: 2.150763988494873 (2.229570319126178) | > grad_norm_0: tensor(15.9527, device='cuda:0') (tensor(62.9057, device='cuda:0')) | > loss_gen: 2.994457483291626 (2.795034578868321) | > loss_kl: 2.136228084564209 (2.2272108700368305) | > loss_feat: 8.123801231384277 (8.596282593615644) | > loss_mel: 14.36160659790039 (15.454665865216937) | > loss_duration: 1.5696756839752197 (1.632984491137715) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.185768127441406 (30.706178541307324) | > grad_norm_1: tensor(253.2205, device='cuda:0') (tensor(1042.4779, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.7688 (0.7719794836911291) | > loader_time: 0.0121 (0.011867393146861683)  --> TIME: 2025-02-20 03:19:46 -- STEP: 127/924 -- GLOBAL_STEP: 82950 | > loss_disc: 2.334198236465454 (2.221111856107636) | > loss_disc_real_0: 0.05070450156927109 (0.10901613873759593) | > loss_disc_real_1: 0.1567828208208084 (0.19227485745910586) | > loss_disc_real_2: 0.22369757294654846 (0.20376432423047194) | > loss_disc_real_3: 0.20140400528907776 (0.20656074055536527) | > loss_disc_real_4: 0.2110251784324646 (0.21404054901731295) | > loss_disc_real_5: 0.177560955286026 (0.2015043785722237) | > loss_0: 2.334198236465454 (2.221111856107636) | > grad_norm_0: tensor(47.9093, device='cuda:0') (tensor(62.4897, device='cuda:0')) | > loss_gen: 2.59077525138855 (2.805014987630168) | > loss_kl: 2.238891839981079 (2.2244120582820854) | > loss_feat: 8.429851531982422 (8.61261495830506) | > loss_mel: 15.769102096557617 (15.433457644905632) | > loss_duration: 1.6342883110046387 (1.6327315277940646) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.66290855407715 (30.708231242622915) | > grad_norm_1: tensor(1335.5497, device='cuda:0') (tensor(978.7357, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.7253 (0.768759284432479) | > loader_time: 0.0117 (0.011613643075537495)  --> TIME: 2025-02-20 03:20:26 -- STEP: 177/924 -- GLOBAL_STEP: 83000 | > loss_disc: 2.4438507556915283 (2.2241205650534335) | > loss_disc_real_0: 0.21215440332889557 (0.10692262224390009) | > loss_disc_real_1: 0.21076494455337524 (0.19391127452675241) | > loss_disc_real_2: 0.20500138401985168 (0.20374723864813982) | > loss_disc_real_3: 0.2209606170654297 (0.20747804532280076) | > loss_disc_real_4: 0.20388978719711304 (0.21415253396088121) | > loss_disc_real_5: 0.1847883015871048 (0.20247678164034913) | > loss_0: 2.4438507556915283 (2.2241205650534335) | > grad_norm_0: tensor(96.8622, device='cuda:0') (tensor(63.2329, device='cuda:0')) | > loss_gen: 2.4266481399536133 (2.799118656223102) | > loss_kl: 2.2458043098449707 (2.2277265133830784) | > loss_feat: 7.056521415710449 (8.564130632217323) | > loss_mel: 14.561058044433594 (15.379793388021868) | > loss_duration: 1.6340001821517944 (1.6308533188986913) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.92403221130371 (30.601622597645903) | > grad_norm_1: tensor(350.3329, device='cuda:0') (tensor(995.2019, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.7464 (0.7730065846847278) | > loader_time: 0.0097 (0.01162610619755115) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_83000.pth  --> TIME: 2025-02-20 03:21:08 -- STEP: 227/924 -- GLOBAL_STEP: 83050 | > loss_disc: 2.4022271633148193 (2.2200976337105156) | > loss_disc_real_0: 0.1090509220957756 (0.10729890384009756) | > loss_disc_real_1: 0.18418842554092407 (0.19318077053530108) | > loss_disc_real_2: 0.22453586757183075 (0.20293422568474573) | > loss_disc_real_3: 0.19531968235969543 (0.20701554135341477) | > loss_disc_real_4: 0.2476997822523117 (0.21371687817416002) | > loss_disc_real_5: 0.19439439475536346 (0.20319566386649263) | > loss_0: 2.4022271633148193 (2.2200976337105156) | > grad_norm_0: tensor(88.3451, device='cuda:0') (tensor(63.3440, device='cuda:0')) | > loss_gen: 2.4300718307495117 (2.7986982215343583) | > loss_kl: 2.2047619819641113 (2.2279297307724466) | > loss_feat: 8.050426483154297 (8.589571148288405) | > loss_mel: 14.804545402526855 (15.372479476592614) | > loss_duration: 1.620429277420044 (1.6304439778895106) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.11023712158203 (30.61912263542545) | > grad_norm_1: tensor(256.5695, device='cuda:0') (tensor(1010.7253, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.7776 (0.7736326587357713) | > loader_time: 0.0119 (0.011579464185605494)  --> TIME: 2025-02-20 03:21:47 -- STEP: 277/924 -- GLOBAL_STEP: 83100 | > loss_disc: 2.1829116344451904 (2.2208980717813915) | > loss_disc_real_0: 0.08873792737722397 (0.10655482629791493) | > loss_disc_real_1: 0.16664718091487885 (0.1930852354325973) | > loss_disc_real_2: 0.1956622153520584 (0.20333959748598643) | > loss_disc_real_3: 0.2367163449525833 (0.20725744645302907) | > loss_disc_real_4: 0.229096919298172 (0.21357563406982147) | > loss_disc_real_5: 0.24965371191501617 (0.2033742512929311) | > loss_0: 2.1829116344451904 (2.2208980717813915) | > grad_norm_0: tensor(73.6373, device='cuda:0') (tensor(63.8252, device='cuda:0')) | > loss_gen: 3.081770658493042 (2.8017099075799377) | > loss_kl: 2.367568016052246 (2.222435205852081) | > loss_feat: 9.282203674316406 (8.593530878693615) | > loss_mel: 16.377717971801758 (15.348207535726498) | > loss_duration: 1.6036173105239868 (1.6307455740250405) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.71287536621094 (30.596629221947186) | > grad_norm_1: tensor(1336.4125, device='cuda:0') (tensor(999.3875, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.8102 (0.7728045227725585) | > loader_time: 0.0117 (0.011495742556850834)  --> TIME: 2025-02-20 03:22:27 -- STEP: 327/924 -- GLOBAL_STEP: 83150 | > loss_disc: 2.382521152496338 (2.2206894214000164) | > loss_disc_real_0: 0.07969235628843307 (0.10499959906124558) | > loss_disc_real_1: 0.2014768123626709 (0.1934236253893704) | > loss_disc_real_2: 0.18997061252593994 (0.20367163756936332) | > loss_disc_real_3: 0.20495270192623138 (0.20707833306687315) | > loss_disc_real_4: 0.17828698456287384 (0.2133323397111455) | > loss_disc_real_5: 0.2109069675207138 (0.20347754739293272) | > loss_0: 2.382521152496338 (2.2206894214000164) | > grad_norm_0: tensor(44.8966, device='cuda:0') (tensor(62.9353, device='cuda:0')) | > loss_gen: 2.427374839782715 (2.802387271087832) | > loss_kl: 2.2636725902557373 (2.218430843557421) | > loss_feat: 7.668299674987793 (8.591850916544596) | > loss_mel: 15.259866714477539 (15.345774542665627) | > loss_duration: 1.6712229251861572 (1.6294650750787252) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.290435791015625 (30.58790875356132) | > grad_norm_1: tensor(598.8690, device='cuda:0') (tensor(973.5643, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.8005 (0.7735506591446907) | > loader_time: 0.0108 (0.011483896762952894)  --> TIME: 2025-02-20 03:23:06 -- STEP: 377/924 -- GLOBAL_STEP: 83200 | > loss_disc: 2.2713623046875 (2.223291978911947) | > loss_disc_real_0: 0.06772780418395996 (0.10564076043764223) | > loss_disc_real_1: 0.21877549588680267 (0.1937038493725603) | > loss_disc_real_2: 0.24681809544563293 (0.2039620751411276) | > loss_disc_real_3: 0.24762241542339325 (0.2077167063398133) | > loss_disc_real_4: 0.26063427329063416 (0.21372552579688772) | > loss_disc_real_5: 0.19937346875667572 (0.20355664829992812) | > loss_0: 2.2713623046875 (2.223291978911947) | > grad_norm_0: tensor(22.4703, device='cuda:0') (tensor(63.6840, device='cuda:0')) | > loss_gen: 2.798217535018921 (2.80110321816462) | > loss_kl: 2.253998041152954 (2.2190145526071423) | > loss_feat: 9.07391357421875 (8.572741029117086) | > loss_mel: 14.809054374694824 (15.304628091402332) | > loss_duration: 1.6238349676132202 (1.6287309845183193) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.559019088745117 (30.526217969089984) | > grad_norm_1: tensor(621.9972, device='cuda:0') (tensor(968.6945, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.7746 (0.7733009658378383) | > loader_time: 0.0111 (0.0114177576110597)  --> TIME: 2025-02-20 03:23:46 -- STEP: 427/924 -- GLOBAL_STEP: 83250 | > loss_disc: 2.1861512660980225 (2.229988128854184) | > loss_disc_real_0: 0.10027756541967392 (0.10753832680698859) | > loss_disc_real_1: 0.21978673338890076 (0.19378434453133406) | > loss_disc_real_2: 0.17363090813159943 (0.20435900504611415) | > loss_disc_real_3: 0.19757810235023499 (0.20795699577141694) | > loss_disc_real_4: 0.20771875977516174 (0.21386829269853633) | > loss_disc_real_5: 0.23944583535194397 (0.20408147800303741) | > loss_0: 2.1861512660980225 (2.229988128854184) | > grad_norm_0: tensor(50.7941, device='cuda:0') (tensor(63.1532, device='cuda:0')) | > loss_gen: 2.945706844329834 (2.7909726085930844) | > loss_kl: 2.3985860347747803 (2.219142829785581) | > loss_feat: 8.486210823059082 (8.548399031860201) | > loss_mel: 15.098773956298828 (15.301317109994642) | > loss_duration: 1.613889217376709 (1.6282951764814748) | > amp_scaler: 128.0 (64.14988290398126) | > loss_1: 30.543167114257812 (30.488126821763622) | > grad_norm_1: tensor(1458.0063, device='cuda:0') (tensor(1009.2579, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.7527 (0.7746781643994802) | > loader_time: 0.0109 (0.011430888879494588)  --> TIME: 2025-02-20 03:24:26 -- STEP: 477/924 -- GLOBAL_STEP: 83300 | > loss_disc: 2.2364895343780518 (2.231999324302753) | > loss_disc_real_0: 0.10878615826368332 (0.10884233877312713) | > loss_disc_real_1: 0.18755373358726501 (0.1938468108199678) | > loss_disc_real_2: 0.2091304212808609 (0.20424076830441096) | > loss_disc_real_3: 0.2175830602645874 (0.20782849620598162) | > loss_disc_real_4: 0.2049301117658615 (0.21388923128445944) | > loss_disc_real_5: 0.2260817438364029 (0.20405844435002074) | > loss_0: 2.2364895343780518 (2.231999324302753) | > grad_norm_0: tensor(94.1018, device='cuda:0') (tensor(63.4045, device='cuda:0')) | > loss_gen: 2.791309356689453 (2.7879125866999908) | > loss_kl: 2.248260736465454 (2.2158966776709867) | > loss_feat: 8.709757804870605 (8.539516988790258) | > loss_mel: 16.355560302734375 (15.302048193333784) | > loss_duration: 1.5837879180908203 (1.6278056563571315) | > amp_scaler: 128.0 (70.84276729559744) | > loss_1: 31.688676834106445 (30.473180143088413) | > grad_norm_1: tensor(1293.3542, device='cuda:0') (tensor(1013.2398, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.7498 (0.7748415510109639) | > loader_time: 0.0128 (0.011409602575082198)  --> TIME: 2025-02-20 03:25:05 -- STEP: 527/924 -- GLOBAL_STEP: 83350 | > loss_disc: 2.3478245735168457 (2.2353662679950923) | > loss_disc_real_0: 0.1831045001745224 (0.11161677333644716) | > loss_disc_real_1: 0.19748885929584503 (0.19358932004934024) | > loss_disc_real_2: 0.22500751912593842 (0.20419391342200183) | > loss_disc_real_3: 0.19358524680137634 (0.2075630593232004) | > loss_disc_real_4: 0.22421152889728546 (0.21359209792663747) | > loss_disc_real_5: 0.18434308469295502 (0.20430224916174927) | > loss_0: 2.3478245735168457 (2.2353662679950923) | > grad_norm_0: tensor(122.0439, device='cuda:0') (tensor(64.9341, device='cuda:0')) | > loss_gen: 2.6535797119140625 (2.7820950278294823) | > loss_kl: 2.17147159576416 (2.2186927453842724) | > loss_feat: 8.637079238891602 (8.530187406847553) | > loss_mel: 16.258493423461914 (15.324199651178871) | > loss_duration: 1.6046059131622314 (1.6274734036519813) | > amp_scaler: 128.0 (76.26565464895631) | > loss_1: 31.32522964477539 (30.482648274025383) | > grad_norm_1: tensor(1347.3756, device='cuda:0') (tensor(1046.2098, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.7719 (0.7741891514418023) | > loader_time: 0.011 (0.011398805386653662)  --> TIME: 2025-02-20 03:25:45 -- STEP: 577/924 -- GLOBAL_STEP: 83400 | > loss_disc: 2.0895273685455322 (2.2377027591345016) | > loss_disc_real_0: 0.12710213661193848 (0.11236089353725649) | > loss_disc_real_1: 0.19413575530052185 (0.19351158387946102) | > loss_disc_real_2: 0.1814524084329605 (0.20422738292085021) | > loss_disc_real_3: 0.21245035529136658 (0.20789017563159579) | > loss_disc_real_4: 0.20774053037166595 (0.21378999767724935) | > loss_disc_real_5: 0.17685291171073914 (0.2044897586933662) | > loss_0: 2.0895273685455322 (2.2377027591345016) | > grad_norm_0: tensor(67.0633, device='cuda:0') (tensor(65.4371, device='cuda:0')) | > loss_gen: 2.987657308578491 (2.7808042898954914) | > loss_kl: 2.285402774810791 (2.2167430052104384) | > loss_feat: 8.911394119262695 (8.529207439521777) | > loss_mel: 16.793989181518555 (15.340568000357115) | > loss_duration: 1.6184800863265991 (1.626963732147547) | > amp_scaler: 128.0 (80.74870017331017) | > loss_1: 32.596923828125 (30.494286525600703) | > grad_norm_1: tensor(1497.9957, device='cuda:0') (tensor(1042.6637, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.7917 (0.7744648059897862) | > loader_time: 0.0132 (0.011391392613614243)  --> TIME: 2025-02-20 03:26:24 -- STEP: 627/924 -- GLOBAL_STEP: 83450 | > loss_disc: 2.1012470722198486 (2.23631829869424) | > loss_disc_real_0: 0.049817126244306564 (0.1122368395780072) | > loss_disc_real_1: 0.192083477973938 (0.19321370160465626) | > loss_disc_real_2: 0.18114955723285675 (0.20410075576967016) | > loss_disc_real_3: 0.1810683161020279 (0.20758129028897526) | > loss_disc_real_4: 0.1994074583053589 (0.21384414683498645) | > loss_disc_real_5: 0.1703425794839859 (0.2045650711280117) | > loss_0: 2.1012470722198486 (2.23631829869424) | > grad_norm_0: tensor(53.7730, device='cuda:0') (tensor(65.8723, device='cuda:0')) | > loss_gen: 2.763561725616455 (2.780894826663927) | > loss_kl: 2.2841854095458984 (2.2198291568284576) | > loss_feat: 9.911025047302246 (8.535378904053658) | > loss_mel: 16.748279571533203 (15.34987069393079) | > loss_duration: 1.602221131324768 (1.6265722604459543) | > amp_scaler: 128.0 (84.5167464114832) | > loss_1: 33.30927276611328 (30.512545894397693) | > grad_norm_1: tensor(1318.2059, device='cuda:0') (tensor(1050.3796, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.7629 (0.7739656427830603) | > loader_time: 0.0099 (0.011348101130703033)  --> TIME: 2025-02-20 03:27:03 -- STEP: 677/924 -- GLOBAL_STEP: 83500 | > loss_disc: 2.2259726524353027 (2.236009274663037) | > loss_disc_real_0: 0.07372366636991501 (0.11198831790923368) | > loss_disc_real_1: 0.18670478463172913 (0.19307847428885325) | > loss_disc_real_2: 0.17685797810554504 (0.2039935724641934) | > loss_disc_real_3: 0.1896824985742569 (0.20765481926665869) | > loss_disc_real_4: 0.20751093327999115 (0.21379300298243542) | > loss_disc_real_5: 0.18337416648864746 (0.2045849036518897) | > loss_0: 2.2259726524353027 (2.236009274663037) | > grad_norm_0: tensor(139.4384, device='cuda:0') (tensor(65.2848, device='cuda:0')) | > loss_gen: 2.7198281288146973 (2.7799744204545105) | > loss_kl: 2.2922897338867188 (2.2215888359345906) | > loss_feat: 8.8434476852417 (8.535316798324248) | > loss_mel: 15.364789962768555 (15.345045231998055) | > loss_duration: 1.6177830696105957 (1.6258377546397753) | > amp_scaler: 128.0 (87.72821270310185) | > loss_1: 30.838136672973633 (30.5077630892462) | > grad_norm_1: tensor(1073.6805, device='cuda:0') (tensor(1044.3403, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.7801 (0.773461468638839) | > loader_time: 0.0113 (0.011342678323630206)  --> TIME: 2025-02-20 03:27:42 -- STEP: 727/924 -- GLOBAL_STEP: 83550 | > loss_disc: 2.2260053157806396 (2.234273500422826) | > loss_disc_real_0: 0.09966134279966354 (0.11086406183660932) | > loss_disc_real_1: 0.22141608595848083 (0.19299766189704423) | > loss_disc_real_2: 0.22718524932861328 (0.2042786549710177) | > loss_disc_real_3: 0.25337472558021545 (0.20761272725245639) | > loss_disc_real_4: 0.22693514823913574 (0.2138101234314694) | > loss_disc_real_5: 0.26339107751846313 (0.20459491440813676) | > loss_0: 2.2260053157806396 (2.234273500422826) | > grad_norm_0: tensor(18.7041, device='cuda:0') (tensor(64.6856, device='cuda:0')) | > loss_gen: 3.239800214767456 (2.7856331629143103) | > loss_kl: 2.3035449981689453 (2.2236922282464238) | > loss_feat: 9.28690242767334 (8.552250848347748) | > loss_mel: 15.610116004943848 (15.364978384938825) | > loss_duration: 1.6459014415740967 (1.6255362179781079) | > amp_scaler: 128.0 (90.49793672627219) | > loss_1: 32.086265563964844 (30.55209086652963) | > grad_norm_1: tensor(525.9040, device='cuda:0') (tensor(1028.3505, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.8221 (0.7733762474138771) | > loader_time: 0.0114 (0.011315333630064652)  --> TIME: 2025-02-20 03:28:22 -- STEP: 777/924 -- GLOBAL_STEP: 83600 | > loss_disc: 2.126192331314087 (2.2334945347625146) | > loss_disc_real_0: 0.08591954410076141 (0.11053887187494887) | > loss_disc_real_1: 0.1794213354587555 (0.1929229062764956) | > loss_disc_real_2: 0.20504721999168396 (0.20415714555725617) | > loss_disc_real_3: 0.20454218983650208 (0.20747001568859907) | > loss_disc_real_4: 0.18172097206115723 (0.21380571815804933) | > loss_disc_real_5: 0.1855483204126358 (0.2046485383691628) | > loss_0: 2.126192331314087 (2.2334945347625146) | > grad_norm_0: tensor(37.5396, device='cuda:0') (tensor(64.6838, device='cuda:0')) | > loss_gen: 2.8997788429260254 (2.784788204436134) | > loss_kl: 2.430706024169922 (2.22561574120319) | > loss_feat: 8.523427963256836 (8.559598839267657) | > loss_mel: 15.14677619934082 (15.378418070622546) | > loss_duration: 1.6354310512542725 (1.625770462372434) | > amp_scaler: 128.0 (92.91119691119677) | > loss_1: 30.636119842529297 (30.574191340148218) | > grad_norm_1: tensor(1338.8950, device='cuda:0') (tensor(1039.9716, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.8025 (0.7742009690676268) | > loader_time: 0.0114 (0.01133627965183331)  --> TIME: 2025-02-20 03:29:02 -- STEP: 827/924 -- GLOBAL_STEP: 83650 | > loss_disc: 2.123049020767212 (2.2318491957351942) | > loss_disc_real_0: 0.10077883303165436 (0.11079819155395247) | > loss_disc_real_1: 0.20279905200004578 (0.1926468864281493) | > loss_disc_real_2: 0.19876132905483246 (0.2039631059373015) | > loss_disc_real_3: 0.17855358123779297 (0.20731919122794512) | > loss_disc_real_4: 0.17741869390010834 (0.21368807586677993) | > loss_disc_real_5: 0.17013321816921234 (0.2045567445592119) | > loss_0: 2.123049020767212 (2.2318491957351942) | > grad_norm_0: tensor(89.4281, device='cuda:0') (tensor(65.1508, device='cuda:0')) | > loss_gen: 2.729388952255249 (2.787412807183223) | > loss_kl: 2.1452431678771973 (2.2290637883770983) | > loss_feat: 9.179693222045898 (8.574255019029952) | > loss_mel: 16.4637508392334 (15.397183208396386) | > loss_duration: 1.6205623149871826 (1.625460644442916) | > amp_scaler: 128.0 (95.0326481257556) | > loss_1: 32.13863754272461 (30.613375498853543) | > grad_norm_1: tensor(750.3942, device='cuda:0') (tensor(1036.5854, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.7537 (0.7738872421984233) | > loader_time: 0.0103 (0.011335080595373958)  --> TIME: 2025-02-20 03:29:41 -- STEP: 877/924 -- GLOBAL_STEP: 83700 | > loss_disc: 1.9671573638916016 (2.230302222778203) | > loss_disc_real_0: 0.05936481058597565 (0.11130858193169706) | > loss_disc_real_1: 0.18678100407123566 (0.1924032100148186) | > loss_disc_real_2: 0.21517255902290344 (0.2037959896206447) | > loss_disc_real_3: 0.20542068779468536 (0.20716947816660625) | > loss_disc_real_4: 0.19351297616958618 (0.2135875381554818) | > loss_disc_real_5: 0.17124733328819275 (0.20434259311503125) | > loss_0: 1.9671573638916016 (2.230302222778203) | > grad_norm_0: tensor(33.3073, device='cuda:0') (tensor(66.1494, device='cuda:0')) | > loss_gen: 3.2949812412261963 (2.7892660882617055) | > loss_kl: 2.383906602859497 (2.228738338536791) | > loss_feat: 10.229865074157715 (8.583405082011035) | > loss_mel: 15.967788696289062 (15.399883251777396) | > loss_duration: 1.5811374187469482 (1.6253892022908203) | > amp_scaler: 128.0 (96.91220068415038) | > loss_1: 33.457679748535156 (30.626681981364026) | > grad_norm_1: tensor(461.8962, device='cuda:0') (tensor(1036.5022, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.7593 (0.77409201173989) | > loader_time: 0.0099 (0.011343528362609092)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.111276626586914 (2.111276626586914) | > loss_disc_real_0: 0.06471607089042664 (0.06471607089042664) | > loss_disc_real_1: 0.1691240519285202 (0.1691240519285202) | > loss_disc_real_2: 0.1982622891664505 (0.1982622891664505) | > loss_disc_real_3: 0.16334253549575806 (0.16334253549575806) | > loss_disc_real_4: 0.20328733325004578 (0.20328733325004578) | > loss_disc_real_5: 0.1452338695526123 (0.1452338695526123) | > loss_0: 2.111276626586914 (2.111276626586914) | > loss_gen: 2.5519487857818604 (2.5519487857818604) | > loss_kl: 2.056014060974121 (2.056014060974121) | > loss_feat: 8.991193771362305 (8.991193771362305) | > loss_mel: 15.02281665802002 (15.02281665802002) | > loss_duration: 1.6755170822143555 (1.6755170822143555) | > loss_1: 30.297489166259766 (30.297489166259766)  --> STEP: 1 | > loss_disc: 2.1307497024536133 (2.1307497024536133) | > loss_disc_real_0: 0.07585801929235458 (0.07585801929235458) | > loss_disc_real_1: 0.1772068738937378 (0.1772068738937378) | > loss_disc_real_2: 0.18916234374046326 (0.18916234374046326) | > loss_disc_real_3: 0.19178971648216248 (0.19178971648216248) | > loss_disc_real_4: 0.17421676218509674 (0.17421676218509674) | > loss_disc_real_5: 0.17330704629421234 (0.17330704629421234) | > loss_0: 2.1307497024536133 (2.1307497024536133) | > loss_gen: 2.5783908367156982 (2.5783908367156982) | > loss_kl: 2.1042768955230713 (2.1042768955230713) | > loss_feat: 8.572197914123535 (8.572197914123535) | > loss_mel: 14.850702285766602 (14.850702285766602) | > loss_duration: 1.696015477180481 (1.696015477180481) | > loss_1: 29.80158233642578 (29.80158233642578)  --> STEP: 2 | > loss_disc: 2.155102491378784 (2.1429260969161987) | > loss_disc_real_0: 0.07138154655694962 (0.0736197829246521) | > loss_disc_real_1: 0.19317619502544403 (0.1851915344595909) | > loss_disc_real_2: 0.20652176439762115 (0.1978420540690422) | > loss_disc_real_3: 0.16530407965183258 (0.17854689806699753) | > loss_disc_real_4: 0.1993698626756668 (0.18679331243038177) | > loss_disc_real_5: 0.155594140291214 (0.16445059329271317) | > loss_0: 2.155102491378784 (2.1429260969161987) | > loss_gen: 2.555245876312256 (2.566818356513977) | > loss_kl: 2.1638944149017334 (2.1340856552124023) | > loss_feat: 8.81663703918457 (8.694417476654053) | > loss_mel: 14.968287467956543 (14.909494876861572) | > loss_duration: 1.5781939029693604 (1.6371046900749207) | > loss_1: 30.082258224487305 (29.941920280456543)  --> STEP: 3 | > loss_disc: 2.259611129760742 (2.18182110786438) | > loss_disc_real_0: 0.07337448000907898 (0.07353801528612773) | > loss_disc_real_1: 0.18241234123706818 (0.18426513671875) | > loss_disc_real_2: 0.20768700540065765 (0.20112370451291403) | > loss_disc_real_3: 0.20527620613574982 (0.1874566674232483) | > loss_disc_real_4: 0.21332603693008423 (0.1956375539302826) | > loss_disc_real_5: 0.19313573837280273 (0.1740123083194097) | > loss_0: 2.259611129760742 (2.18182110786438) | > loss_gen: 2.4640088081359863 (2.532548507054647) | > loss_kl: 2.040787935256958 (2.1029864152272544) | > loss_feat: 7.347381591796875 (8.245405515034994) | > loss_mel: 13.734476089477539 (14.51782194773356) | > loss_duration: 1.660158634185791 (1.6447893381118774) | > loss_1: 27.24681282043457 (29.043551127115887)  --> STEP: 4 | > loss_disc: 2.279855966567993 (2.206329822540283) | > loss_disc_real_0: 0.0809633657336235 (0.07539435289800167) | > loss_disc_real_1: 0.17839446663856506 (0.18279746919870377) | > loss_disc_real_2: 0.2138400375843048 (0.20430278778076172) | > loss_disc_real_3: 0.1868724226951599 (0.1873106062412262) | > loss_disc_real_4: 0.19955408573150635 (0.19661668688058853) | > loss_disc_real_5: 0.1919054538011551 (0.17848559468984604) | > loss_0: 2.279855966567993 (2.206329822540283) | > loss_gen: 2.366135835647583 (2.490945339202881) | > loss_kl: 2.095585346221924 (2.1011361479759216) | > loss_feat: 7.428666114807129 (8.041220664978027) | > loss_mel: 13.416815757751465 (14.242570400238037) | > loss_duration: 1.7622567415237427 (1.6741561889648438) | > loss_1: 27.069459915161133 (28.550028324127197)  --> STEP: 5 | > loss_disc: 2.478393316268921 (2.260742521286011) | > loss_disc_real_0: 0.11945957690477371 (0.08420739769935608) | > loss_disc_real_1: 0.20552584528923035 (0.18734314441680908) | > loss_disc_real_2: 0.23379580676555634 (0.21020139157772064) | > loss_disc_real_3: 0.22760790586471558 (0.19537006616592406) | > loss_disc_real_4: 0.25077003240585327 (0.20744735598564149) | > loss_disc_real_5: 0.12572188675403595 (0.16793285310268402) | > loss_0: 2.478393316268921 (2.260742521286011) | > loss_gen: 2.0398831367492676 (2.400732898712158) | > loss_kl: 1.7166935205459595 (2.0242476224899293) | > loss_feat: 4.599542617797852 (7.352885055541992) | > loss_mel: 10.119696617126465 (13.417995643615722) | > loss_duration: 1.525484323501587 (1.6444218158721924) | > loss_1: 20.001298904418945 (26.840282440185547) --> EVAL PERFORMANCE | > avg_loader_time: 0.14832744598388672 (-0.013146686553955067) | > avg_loss_disc: 2.260742521286011 (-0.07896780967712402) | > avg_loss_disc_real_0: 0.08420739769935608 (-0.0429138094186783) | > avg_loss_disc_real_1: 0.18734314441680908 (-0.037022292613983154) | > avg_loss_disc_real_2: 0.21020139157772064 (+0.017613697052001942) | > avg_loss_disc_real_3: 0.19537006616592406 (-0.03601464331150056) | > avg_loss_disc_real_4: 0.20744735598564149 (-0.0059761881828307994) | > avg_loss_disc_real_5: 0.16793285310268402 (-0.09023548662662506) | > avg_loss_0: 2.260742521286011 (-0.07896780967712402) | > avg_loss_gen: 2.400732898712158 (-0.19812755584716824) | > avg_loss_kl: 2.0242476224899293 (-0.09996812343597394) | > avg_loss_feat: 7.352885055541992 (-0.6376376152038574) | > avg_loss_mel: 13.417995643615722 (-1.4264024734497074) | > avg_loss_duration: 1.6444218158721924 (-0.007109594345092729) | > avg_loss_1: 26.840282440185547 (-2.36924591064453)  > EPOCH: 41/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 03:30:26)   --> TIME: 2025-02-20 03:30:30 -- STEP: 3/924 -- GLOBAL_STEP: 83750 | > loss_disc: 2.0337743759155273 (2.2078678607940674) | > loss_disc_real_0: 0.07250599563121796 (0.07256738096475601) | > loss_disc_real_1: 0.20474429428577423 (0.20279700557390848) | > loss_disc_real_2: 0.21146465837955475 (0.21712411443392435) | > loss_disc_real_3: 0.2533872723579407 (0.22498338421185812) | > loss_disc_real_4: 0.2260088324546814 (0.207118958234787) | > loss_disc_real_5: 0.21552173793315887 (0.20883336663246155) | > loss_0: 2.0337743759155273 (2.2078678607940674) | > grad_norm_0: tensor(68.8814, device='cuda:0') (tensor(64.4643, device='cuda:0')) | > loss_gen: 3.1842007637023926 (2.8348273436228433) | > loss_kl: 2.139622211456299 (2.238365650177002) | > loss_feat: 10.45998477935791 (8.898968696594238) | > loss_mel: 17.396940231323242 (15.420859018961588) | > loss_duration: 1.5929615497589111 (1.606548587481181) | > amp_scaler: 128.0 (128.0) | > loss_1: 34.77370834350586 (30.999569574991863) | > grad_norm_1: tensor(1179.3784, device='cuda:0') (tensor(920.8190, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.7569 (0.7684183915456136) | > loader_time: 0.0103 (0.010862350463867188)  --> TIME: 2025-02-20 03:31:10 -- STEP: 53/924 -- GLOBAL_STEP: 83800 | > loss_disc: 2.265104055404663 (2.2259952122310414) | > loss_disc_real_0: 0.05512107536196709 (0.11007886197207109) | > loss_disc_real_1: 0.1660802662372589 (0.1918724890587465) | > loss_disc_real_2: 0.18772177398204803 (0.20251684312550525) | > loss_disc_real_3: 0.19145981967449188 (0.20787956298522228) | > loss_disc_real_4: 0.2067546248435974 (0.21362085556084254) | > loss_disc_real_5: 0.1951030194759369 (0.20478207997556003) | > loss_0: 2.265104055404663 (2.2259952122310414) | > grad_norm_0: tensor(82.5163, device='cuda:0') (tensor(74.0584, device='cuda:0')) | > loss_gen: 2.582568645477295 (2.7931882390436136) | > loss_kl: 2.3521268367767334 (2.2050356954898467) | > loss_feat: 8.382560729980469 (8.52804419679462) | > loss_mel: 15.522586822509766 (15.182568909986964) | > loss_duration: 1.643860101699829 (1.622532603875646) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.48370361328125 (30.331369579962963) | > grad_norm_1: tensor(1117.3960, device='cuda:0') (tensor(987.6854, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.7848 (0.7831048110745987) | > loader_time: 0.0111 (0.011341108466094397)  --> TIME: 2025-02-20 03:31:49 -- STEP: 103/924 -- GLOBAL_STEP: 83850 | > loss_disc: 2.2740697860717773 (2.2269275882869093) | > loss_disc_real_0: 0.0956408828496933 (0.11288511282900004) | > loss_disc_real_1: 0.17249919474124908 (0.19161787252981685) | > loss_disc_real_2: 0.20695382356643677 (0.20276981809185546) | > loss_disc_real_3: 0.16995523869991302 (0.20554327906914127) | > loss_disc_real_4: 0.21442265808582306 (0.21385456390172533) | > loss_disc_real_5: 0.13638931512832642 (0.20423017963043694) | > loss_0: 2.2740697860717773 (2.2269275882869093) | > grad_norm_0: tensor(18.3631, device='cuda:0') (tensor(70.3509, device='cuda:0')) | > loss_gen: 2.565652847290039 (2.776255806672921) | > loss_kl: 2.153153896331787 (2.2342909597656098) | > loss_feat: 7.92592716217041 (8.529117014801615) | > loss_mel: 14.284093856811523 (15.315911450432342) | > loss_duration: 1.6307491064071655 (1.6230970077144289) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.5595760345459 (30.478672231285316) | > grad_norm_1: tensor(979.1716, device='cuda:0') (tensor(1035.8639, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.7995 (0.7782083738197401) | > loader_time: 0.0111 (0.011219834818423372)  --> TIME: 2025-02-20 03:32:29 -- STEP: 153/924 -- GLOBAL_STEP: 83900 | > loss_disc: 2.239100217819214 (2.238713371987436) | > loss_disc_real_0: 0.10968152433633804 (0.11608112471945145) | > loss_disc_real_1: 0.1790197640657425 (0.19190938293544288) | > loss_disc_real_2: 0.19282947480678558 (0.20366757718566197) | > loss_disc_real_3: 0.18395444750785828 (0.206849463235319) | > loss_disc_real_4: 0.1893811821937561 (0.21397628269943536) | > loss_disc_real_5: 0.22333994507789612 (0.20575722925413664) | > loss_0: 2.239100217819214 (2.238713371987436) | > grad_norm_0: tensor(96.0463, device='cuda:0') (tensor(72.7139, device='cuda:0')) | > loss_gen: 2.7435052394866943 (2.776896883459653) | > loss_kl: 2.2936699390411377 (2.222492056734422) | > loss_feat: 8.819649696350098 (8.52538674485449) | > loss_mel: 14.618365287780762 (15.367618230433246) | > loss_duration: 1.6085928678512573 (1.6224612620920917) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.083784103393555 (30.51485519159853) | > grad_norm_1: tensor(1048.6396, device='cuda:0') (tensor(1069.9777, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.8069 (0.775113926993476) | > loader_time: 0.0112 (0.011290752809811263)  --> TIME: 2025-02-20 03:33:08 -- STEP: 203/924 -- GLOBAL_STEP: 83950 | > loss_disc: 2.2929940223693848 (2.244035336771621) | > loss_disc_real_0: 0.13809432089328766 (0.1168928956200043) | > loss_disc_real_1: 0.18775053322315216 (0.1919325932199732) | > loss_disc_real_2: 0.21995770931243896 (0.20485165223405866) | > loss_disc_real_3: 0.1927749067544937 (0.20700548853486622) | > loss_disc_real_4: 0.19747693836688995 (0.21397459059219642) | > loss_disc_real_5: 0.19812634587287903 (0.2051802162319568) | > loss_0: 2.2929940223693848 (2.244035336771621) | > grad_norm_0: tensor(62.4371, device='cuda:0') (tensor(72.0697, device='cuda:0')) | > loss_gen: 2.629061460494995 (2.7690943191791404) | > loss_kl: 2.283651351928711 (2.2214424381115188) | > loss_feat: 7.622280597686768 (8.490873475380123) | > loss_mel: 14.334218978881836 (15.341313752047535) | > loss_duration: 1.6457546949386597 (1.6210337008161497) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.514965057373047 (30.44375769140685) | > grad_norm_1: tensor(1283.5906, device='cuda:0') (tensor(1085.5082, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.8073 (0.7749029356857826) | > loader_time: 0.0116 (0.011291709439507846)  --> TIME: 2025-02-20 03:33:48 -- STEP: 253/924 -- GLOBAL_STEP: 84000 | > loss_disc: 2.244358539581299 (2.2447276360432613) | > loss_disc_real_0: 0.16014239192008972 (0.1164590531717176) | > loss_disc_real_1: 0.23438599705696106 (0.19227673390166092) | > loss_disc_real_2: 0.23240579664707184 (0.2046089703033093) | > loss_disc_real_3: 0.23397813737392426 (0.20733565792971442) | > loss_disc_real_4: 0.23583552241325378 (0.21399647692446652) | > loss_disc_real_5: 0.21883802115917206 (0.2056972375618139) | > loss_0: 2.244358539581299 (2.2447276360432613) | > grad_norm_0: tensor(86.5806, device='cuda:0') (tensor(71.6533, device='cuda:0')) | > loss_gen: 3.0221636295318604 (2.762773791791893) | > loss_kl: 2.065526247024536 (2.215561287676395) | > loss_feat: 8.22719669342041 (8.481695461650132) | > loss_mel: 14.766837120056152 (15.311103869803809) | > loss_duration: 1.637365698814392 (1.6217923550737705) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.719087600708008 (30.39292669484738) | > grad_norm_1: tensor(867.0991, device='cuda:0') (tensor(1119.6526, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.7864 (0.7743867206950432) | > loader_time: 0.0136 (0.011242825052012568) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_84000.pth  --> TIME: 2025-02-20 03:34:30 -- STEP: 303/924 -- GLOBAL_STEP: 84050 | > loss_disc: 2.2596282958984375 (2.2380644507927463) | > loss_disc_real_0: 0.20545774698257446 (0.11193580284911411) | > loss_disc_real_1: 0.2060915231704712 (0.19365892586338246) | > loss_disc_real_2: 0.19663000106811523 (0.20428723018161532) | > loss_disc_real_3: 0.1808096021413803 (0.20741560671589152) | > loss_disc_real_4: 0.21388787031173706 (0.2137249226715698) | > loss_disc_real_5: 0.19573582708835602 (0.20570642267516734) | > loss_0: 2.2596282958984375 (2.2380644507927463) | > grad_norm_0: tensor(83.1164, device='cuda:0') (tensor(68.7113, device='cuda:0')) | > loss_gen: 2.875584363937378 (2.7765525795839014) | > loss_kl: 2.158445119857788 (2.2133471773009115) | > loss_feat: 8.803869247436523 (8.505386769574855) | > loss_mel: 14.870438575744629 (15.29682973981297) | > loss_duration: 1.5877175331115723 (1.6220427456468638) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.296052932739258 (30.414158943856116) | > grad_norm_1: tensor(577.5449, device='cuda:0') (tensor(1051.2986, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.7509 (0.7759209828014816) | > loader_time: 0.0097 (0.011282841364542641)  --> TIME: 2025-02-20 03:35:10 -- STEP: 353/924 -- GLOBAL_STEP: 84100 | > loss_disc: 2.3455324172973633 (2.2344606351582246) | > loss_disc_real_0: 0.10401342809200287 (0.11069166164307011) | > loss_disc_real_1: 0.2088063359260559 (0.19409098115251017) | > loss_disc_real_2: 0.23358334600925446 (0.20397692408001114) | > loss_disc_real_3: 0.2352149337530136 (0.2072203806034228) | > loss_disc_real_4: 0.22871102392673492 (0.21360006814469018) | > loss_disc_real_5: 0.21297083795070648 (0.20490877503376165) | > loss_0: 2.3455324172973633 (2.2344606351582246) | > grad_norm_0: tensor(47.0760, device='cuda:0') (tensor(68.4726, device='cuda:0')) | > loss_gen: 2.5401999950408936 (2.7825592955516347) | > loss_kl: 2.251720666885376 (2.21521688959754) | > loss_feat: 7.0376763343811035 (8.532750533592935) | > loss_mel: 13.851699829101562 (15.329268728369694) | > loss_duration: 1.5804178714752197 (1.6218881272729329) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.261714935302734 (30.481683525755454) | > grad_norm_1: tensor(547.3919, device='cuda:0') (tensor(1033.1669, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.752 (0.7763161801076136) | > loader_time: 0.0108 (0.011282727671074794)  --> TIME: 2025-02-20 03:35:49 -- STEP: 403/924 -- GLOBAL_STEP: 84150 | > loss_disc: 2.253865957260132 (2.230237530123804) | > loss_disc_real_0: 0.13006234169006348 (0.10836623635873308) | > loss_disc_real_1: 0.2034316211938858 (0.19391862796642645) | > loss_disc_real_2: 0.20283851027488708 (0.20414318340292045) | > loss_disc_real_3: 0.2179185003042221 (0.2075474193832714) | > loss_disc_real_4: 0.22986537218093872 (0.21347923277329567) | > loss_disc_real_5: 0.16090922057628632 (0.20477911175480548) | > loss_0: 2.253865957260132 (2.230237530123804) | > grad_norm_0: tensor(29.8728, device='cuda:0') (tensor(66.6464, device='cuda:0')) | > loss_gen: 2.6449432373046875 (2.7857711522218307) | > loss_kl: 2.0104002952575684 (2.214543722995164) | > loss_feat: 8.050043106079102 (8.543469432565779) | > loss_mel: 14.431746482849121 (15.319026445336732) | > loss_duration: 1.6243181228637695 (1.6220460727847836) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.761451721191406 (30.4848568208756) | > grad_norm_1: tensor(985.1696, device='cuda:0') (tensor(1014.3558, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.751 (0.7757080967905502) | > loader_time: 0.0101 (0.01125340189590643)  --> TIME: 2025-02-20 03:36:29 -- STEP: 453/924 -- GLOBAL_STEP: 84200 | > loss_disc: 2.0985968112945557 (2.228721716282911) | > loss_disc_real_0: 0.09639330953359604 (0.10793933781402525) | > loss_disc_real_1: 0.23176151514053345 (0.19394405242096774) | > loss_disc_real_2: 0.18038126826286316 (0.20391646076906592) | > loss_disc_real_3: 0.2272634357213974 (0.20744093035493721) | > loss_disc_real_4: 0.20333638787269592 (0.21354296951499202) | > loss_disc_real_5: 0.22983837127685547 (0.20472718627247585) | > loss_0: 2.0985968112945557 (2.228721716282911) | > grad_norm_0: tensor(36.7201, device='cuda:0') (tensor(65.1387, device='cuda:0')) | > loss_gen: 3.0962228775024414 (2.787323178045007) | > loss_kl: 1.9615747928619385 (2.2139106809961366) | > loss_feat: 9.371807098388672 (8.554542269927783) | > loss_mel: 16.43659210205078 (15.325973121272543) | > loss_duration: 1.6290937662124634 (1.6218930501285242) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.49528884887695 (30.503642307475175) | > grad_norm_1: tensor(605.1703, device='cuda:0') (tensor(1010.8730, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.8078 (0.7756483107476306) | > loader_time: 0.0114 (0.011286206066476847)  --> TIME: 2025-02-20 03:37:08 -- STEP: 503/924 -- GLOBAL_STEP: 84250 | > loss_disc: 2.2867307662963867 (2.2302790519968423) | > loss_disc_real_0: 0.09465941786766052 (0.10877555468032657) | > loss_disc_real_1: 0.2096727192401886 (0.1940794817614508) | > loss_disc_real_2: 0.20269988477230072 (0.2040959837777951) | > loss_disc_real_3: 0.21449948847293854 (0.2076074663497818) | > loss_disc_real_4: 0.1933615803718567 (0.2133100629741581) | > loss_disc_real_5: 0.1906803548336029 (0.20448026031433467) | > loss_0: 2.2867307662963867 (2.2302790519968423) | > grad_norm_0: tensor(70.4821, device='cuda:0') (tensor(64.2600, device='cuda:0')) | > loss_gen: 2.7003207206726074 (2.7808351436144783) | > loss_kl: 2.3428218364715576 (2.2100798718734973) | > loss_feat: 8.285233497619629 (8.538565384464759) | > loss_mel: 14.532291412353516 (15.32147376816979) | > loss_duration: 1.619596004486084 (1.6217521929124714) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.48026466369629 (30.47270638710462) | > grad_norm_1: tensor(1306.9958, device='cuda:0') (tensor(1021.4938, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.7842 (0.775978831126249) | > loader_time: 0.0114 (0.011322082629497668)  --> TIME: 2025-02-20 03:37:48 -- STEP: 553/924 -- GLOBAL_STEP: 84300 | > loss_disc: 2.345266103744507 (2.2322177975345916) | > loss_disc_real_0: 0.13717882335186005 (0.10999840865110402) | > loss_disc_real_1: 0.18839393556118011 (0.19405923530486344) | > loss_disc_real_2: 0.17019948363304138 (0.20415554199684371) | > loss_disc_real_3: 0.2085305005311966 (0.20766262661591567) | > loss_disc_real_4: 0.21592263877391815 (0.2134258626652022) | > loss_disc_real_5: 0.2352837324142456 (0.20446522493474525) | > loss_0: 2.345266103744507 (2.2322177975345916) | > grad_norm_0: tensor(71.0074, device='cuda:0') (tensor(64.9178, device='cuda:0')) | > loss_gen: 2.782423734664917 (2.7805568400170873) | > loss_kl: 2.2780773639678955 (2.2096815868053485) | > loss_feat: 8.044528007507324 (8.53778784615653) | > loss_mel: 16.135543823242188 (15.330978169363618) | > loss_duration: 1.591308355331421 (1.6219343272514413) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.831880569458008 (30.480938799342454) | > grad_norm_1: tensor(393.3018, device='cuda:0') (tensor(1013.6749, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.7737 (0.7757464899508041) | > loader_time: 0.0105 (0.01135627529289149)  --> TIME: 2025-02-20 03:38:27 -- STEP: 603/924 -- GLOBAL_STEP: 84350 | > loss_disc: 2.242842197418213 (2.2356101215182265) | > loss_disc_real_0: 0.06556588411331177 (0.11191257395801654) | > loss_disc_real_1: 0.19712218642234802 (0.19392485511342483) | > loss_disc_real_2: 0.2105499655008316 (0.20417357605586994) | > loss_disc_real_3: 0.18794122338294983 (0.2079617137438423) | > loss_disc_real_4: 0.2739400267601013 (0.2134322529754433) | > loss_disc_real_5: 0.1847185343503952 (0.2047080534755887) | > loss_0: 2.242842197418213 (2.2356101215182265) | > grad_norm_0: tensor(71.5756, device='cuda:0') (tensor(64.0942, device='cuda:0')) | > loss_gen: 2.6855506896972656 (2.776677829906912) | > loss_kl: 2.29062557220459 (2.209280257992088) | > loss_feat: 8.772356986999512 (8.529924414841888) | > loss_mel: 16.104780197143555 (15.32954604590117) | > loss_duration: 1.5644290447235107 (1.6217827650642709) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.417741775512695 (30.467211332684922) | > grad_norm_1: tensor(1839.5927, device='cuda:0') (tensor(1010.5706, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.7495 (0.7752913092301655) | > loader_time: 0.0099 (0.011340652927632753)  --> TIME: 2025-02-20 03:39:07 -- STEP: 653/924 -- GLOBAL_STEP: 84400 | > loss_disc: 2.268932819366455 (2.2346075298592663) | > loss_disc_real_0: 0.06968974322080612 (0.1123362330129373) | > loss_disc_real_1: 0.21341128647327423 (0.1936754191359918) | > loss_disc_real_2: 0.20105351507663727 (0.20397574631397428) | > loss_disc_real_3: 0.18389582633972168 (0.2075341881279922) | > loss_disc_real_4: 0.19261842966079712 (0.21326740793484458) | > loss_disc_real_5: 0.1900244504213333 (0.2045610512151835) | > loss_0: 2.268932819366455 (2.2346075298592663) | > grad_norm_0: tensor(64.1294, device='cuda:0') (tensor(64.2477, device='cuda:0')) | > loss_gen: 2.5717098712921143 (2.777019480286111) | > loss_kl: 2.2717442512512207 (2.210952679194497) | > loss_feat: 7.746003150939941 (8.535111265927327) | > loss_mel: 14.102190017700195 (15.325292349226807) | > loss_duration: 1.6380772590637207 (1.6213302993847436) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.32972526550293 (30.469706086980985) | > grad_norm_1: tensor(1079.2720, device='cuda:0') (tensor(1006.1260, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.7866 (0.7762069289571111) | > loader_time: 0.0106 (0.011333219125113854)  --> TIME: 2025-02-20 03:39:47 -- STEP: 703/924 -- GLOBAL_STEP: 84450 | > loss_disc: 2.148942470550537 (2.2362783858989768) | > loss_disc_real_0: 0.10197010636329651 (0.11205004071379623) | > loss_disc_real_1: 0.18558920919895172 (0.1937983604532217) | > loss_disc_real_2: 0.21383675932884216 (0.20441216550460073) | > loss_disc_real_3: 0.2217857539653778 (0.2077964254963617) | > loss_disc_real_4: 0.19537876546382904 (0.21346073753464104) | > loss_disc_real_5: 0.22040784358978271 (0.20470784034362727) | > loss_0: 2.148942470550537 (2.2362783858989768) | > grad_norm_0: tensor(52.9899, device='cuda:0') (tensor(63.7041, device='cuda:0')) | > loss_gen: 2.909398078918457 (2.7777199592563218) | > loss_kl: 2.418497323989868 (2.2113698970203193) | > loss_feat: 8.165245056152344 (8.537259221924828) | > loss_mel: 14.925950050354004 (15.338432078680308) | > loss_duration: 1.619896650314331 (1.621188595657837) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.038986206054688 (30.48596975779635) | > grad_norm_1: tensor(1034.4343, device='cuda:0') (tensor(1002.2150, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.7745 (0.7763212581786458) | > loader_time: 0.0104 (0.01133501309249683)  --> TIME: 2025-02-20 03:40:27 -- STEP: 753/924 -- GLOBAL_STEP: 84500 | > loss_disc: 2.2517848014831543 (2.238086841179238) | > loss_disc_real_0: 0.1548045426607132 (0.11264785293583693) | > loss_disc_real_1: 0.1918746829032898 (0.19376967631646516) | > loss_disc_real_2: 0.21247176826000214 (0.20453953715276274) | > loss_disc_real_3: 0.2055537849664688 (0.20774752515087394) | > loss_disc_real_4: 0.18479500710964203 (0.21363838391000056) | > loss_disc_real_5: 0.18885180354118347 (0.2048507084647023) | > loss_0: 2.2517848014831543 (2.238086841179238) | > grad_norm_0: tensor(197.1265, device='cuda:0') (tensor(64.2810, device='cuda:0')) | > loss_gen: 2.9349067211151123 (2.7753359464060274) | > loss_kl: 2.2901041507720947 (2.21168722954404) | > loss_feat: 9.51177978515625 (8.537427729344465) | > loss_mel: 15.825969696044922 (15.355675865771127) | > loss_duration: 1.6187996864318848 (1.620936927884065) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.18156051635742 (30.501063705282224) | > grad_norm_1: tensor(1803.6016, device='cuda:0') (tensor(1009.9636, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.742 (0.7765393785904762) | > loader_time: 0.0133 (0.011368461814059684)  --> TIME: 2025-02-20 03:41:06 -- STEP: 803/924 -- GLOBAL_STEP: 84550 | > loss_disc: 2.269782066345215 (2.241524979453604) | > loss_disc_real_0: 0.10509542375802994 (0.11441863432600816) | > loss_disc_real_1: 0.1692691445350647 (0.19366529222072132) | > loss_disc_real_2: 0.20610029995441437 (0.20461356986875404) | > loss_disc_real_3: 0.2234233319759369 (0.20772538091964166) | > loss_disc_real_4: 0.24656909704208374 (0.21377142085456016) | > loss_disc_real_5: 0.2200319468975067 (0.2047654774647721) | > loss_0: 2.269782066345215 (2.241524979453604) | > grad_norm_0: tensor(102.2784, device='cuda:0') (tensor(64.5610, device='cuda:0')) | > loss_gen: 2.6132235527038574 (2.770737329129117) | > loss_kl: 2.26289701461792 (2.2109073265403447) | > loss_feat: 8.770611763000488 (8.52135817170292) | > loss_mel: 16.90911102294922 (15.341739507273749) | > loss_duration: 1.634986162185669 (1.6210186453269397) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.19083023071289 (30.465760989919545) | > grad_norm_1: tensor(1344.0098, device='cuda:0') (tensor(1011.4756, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.7826 (0.7761887791444771) | > loader_time: 0.0118 (0.011361297011226977)  --> TIME: 2025-02-20 03:41:46 -- STEP: 853/924 -- GLOBAL_STEP: 84600 | > loss_disc: 2.2961132526397705 (2.2394470514474123) | > loss_disc_real_0: 0.12415077537298203 (0.11416954056284492) | > loss_disc_real_1: 0.21895278990268707 (0.19337255419488525) | > loss_disc_real_2: 0.2030770629644394 (0.20443836417036068) | > loss_disc_real_3: 0.19038720428943634 (0.20751414763340487) | > loss_disc_real_4: 0.2073260098695755 (0.21361170288127304) | > loss_disc_real_5: 0.19728156924247742 (0.2048923132672539) | > loss_0: 2.2961132526397705 (2.2394470514474123) | > grad_norm_0: tensor(142.4606, device='cuda:0') (tensor(64.2347, device='cuda:0')) | > loss_gen: 2.7205851078033447 (2.770962242504358) | > loss_kl: 2.43502140045166 (2.21037304191768) | > loss_feat: 8.704582214355469 (8.524413451499989) | > loss_mel: 14.833868026733398 (15.336764734766827) | > loss_duration: 1.6369422674179077 (1.6207288309390213) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.33099937438965 (30.4632423217523) | > grad_norm_1: tensor(1978.8994, device='cuda:0') (tensor(1020.7311, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.7864 (0.7761073537336843) | > loader_time: 0.0111 (0.011373020699826387)  --> TIME: 2025-02-20 03:42:25 -- STEP: 903/924 -- GLOBAL_STEP: 84650 | > loss_disc: 2.2476067543029785 (2.237588497623388) | > loss_disc_real_0: 0.0962543934583664 (0.11331919923111186) | > loss_disc_real_1: 0.15538093447685242 (0.19320188967690513) | > loss_disc_real_2: 0.19189167022705078 (0.2042461671141427) | > loss_disc_real_3: 0.19007892906665802 (0.2074252274939387) | > loss_disc_real_4: 0.18655036389827728 (0.21362376326936425) | > loss_disc_real_5: 0.25013601779937744 (0.20482053257038163) | > loss_0: 2.2476067543029785 (2.237588497623388) | > grad_norm_0: tensor(88.4922, device='cuda:0') (tensor(64.5511, device='cuda:0')) | > loss_gen: 2.6743290424346924 (2.774619040167082) | > loss_kl: 2.2334611415863037 (2.2129899803322135) | > loss_feat: 8.36274528503418 (8.54160299966502) | > loss_mel: 15.824624061584473 (15.353705945865128) | > loss_duration: 1.6229805946350098 (1.6206263244350092) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.7181396484375 (30.50354431845157) | > grad_norm_1: tensor(1101.7771, device='cuda:0') (tensor(1017.0010, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.7839 (0.7758038754215009) | > loader_time: 0.0115 (0.011376028441115476)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4046783447265625 (2.4046783447265625) | > loss_disc_real_0: 0.18004140257835388 (0.18004140257835388) | > loss_disc_real_1: 0.2153790146112442 (0.2153790146112442) | > loss_disc_real_2: 0.24080249667167664 (0.24080249667167664) | > loss_disc_real_3: 0.20905528962612152 (0.20905528962612152) | > loss_disc_real_4: 0.23318514227867126 (0.23318514227867126) | > loss_disc_real_5: 0.2113262563943863 (0.2113262563943863) | > loss_0: 2.4046783447265625 (2.4046783447265625) | > loss_gen: 2.5437469482421875 (2.5437469482421875) | > loss_kl: 2.0184576511383057 (2.0184576511383057) | > loss_feat: 6.845337867736816 (6.845337867736816) | > loss_mel: 12.920754432678223 (12.920754432678223) | > loss_duration: 1.6647450923919678 (1.6647450923919678) | > loss_1: 25.9930419921875 (25.9930419921875)  --> STEP: 1 | > loss_disc: 2.3765861988067627 (2.3765861988067627) | > loss_disc_real_0: 0.20118722319602966 (0.20118722319602966) | > loss_disc_real_1: 0.19099120795726776 (0.19099120795726776) | > loss_disc_real_2: 0.24120891094207764 (0.24120891094207764) | > loss_disc_real_3: 0.20224545896053314 (0.20224545896053314) | > loss_disc_real_4: 0.22892314195632935 (0.22892314195632935) | > loss_disc_real_5: 0.2099604606628418 (0.2099604606628418) | > loss_0: 2.3765861988067627 (2.3765861988067627) | > loss_gen: 2.602773904800415 (2.602773904800415) | > loss_kl: 2.192797899246216 (2.192797899246216) | > loss_feat: 8.277785301208496 (8.277785301208496) | > loss_mel: 15.232364654541016 (15.232364654541016) | > loss_duration: 1.676019549369812 (1.676019549369812) | > loss_1: 29.981740951538086 (29.981740951538086)  --> STEP: 2 | > loss_disc: 2.425662040710449 (2.401124119758606) | > loss_disc_real_0: 0.21487948298454285 (0.20803335309028625) | > loss_disc_real_1: 0.19684076309204102 (0.1939159855246544) | > loss_disc_real_2: 0.24519690871238708 (0.24320290982723236) | > loss_disc_real_3: 0.20411109924316406 (0.2031782791018486) | > loss_disc_real_4: 0.2350654900074005 (0.23199431598186493) | > loss_disc_real_5: 0.21747252345085144 (0.21371649205684662) | > loss_0: 2.425662040710449 (2.401124119758606) | > loss_gen: 2.5482733249664307 (2.575523614883423) | > loss_kl: 2.1210594177246094 (2.1569286584854126) | > loss_feat: 7.506839752197266 (7.892312526702881) | > loss_mel: 13.246498107910156 (14.239431381225586) | > loss_duration: 1.5719969272613525 (1.6240082383155823) | > loss_1: 26.994667053222656 (28.48820400238037)  --> STEP: 3 | > loss_disc: 2.3644297122955322 (2.388892650604248) | > loss_disc_real_0: 0.18638883531093597 (0.20081851383050284) | > loss_disc_real_1: 0.202646866440773 (0.1968262791633606) | > loss_disc_real_2: 0.23274336755275726 (0.23971639573574066) | > loss_disc_real_3: 0.22750939428806305 (0.21128865083058676) | > loss_disc_real_4: 0.23968377709388733 (0.2345574696858724) | > loss_disc_real_5: 0.2392011284828186 (0.22221137086550394) | > loss_0: 2.3644297122955322 (2.388892650604248) | > loss_gen: 2.7170825004577637 (2.6227099100748696) | > loss_kl: 2.093493938446045 (2.1357837518056235) | > loss_feat: 7.448292255401611 (7.744305769602458) | > loss_mel: 14.632909774780273 (14.370590845743815) | > loss_duration: 1.649125337600708 (1.6323806047439575) | > loss_1: 28.540904998779297 (28.505771001180012)  --> STEP: 4 | > loss_disc: 2.520732879638672 (2.421852707862854) | > loss_disc_real_0: 0.21526294946670532 (0.20442962273955345) | > loss_disc_real_1: 0.22930167615413666 (0.2049451284110546) | > loss_disc_real_2: 0.25773885846138 (0.2442220114171505) | > loss_disc_real_3: 0.21286532282829285 (0.21168281883001328) | > loss_disc_real_4: 0.2528685927391052 (0.2391352504491806) | > loss_disc_real_5: 0.2149721384048462 (0.2204015627503395) | > loss_0: 2.520732879638672 (2.421852707862854) | > loss_gen: 2.4515457153320312 (2.57991886138916) | > loss_kl: 1.9343349933624268 (2.085421562194824) | > loss_feat: 6.309656143188477 (7.385643362998962) | > loss_mel: 12.825911521911621 (13.984421014785767) | > loss_duration: 1.7416185140609741 (1.6596900820732117) | > loss_1: 25.2630672454834 (27.69509506225586)  --> STEP: 5 | > loss_disc: 2.087693691253662 (2.3550209045410155) | > loss_disc_real_0: 0.18111370503902435 (0.19976643919944764) | > loss_disc_real_1: 0.21353717148303986 (0.20666353702545165) | > loss_disc_real_2: 0.2400614470243454 (0.24338989853858947) | > loss_disc_real_3: 0.19357725977897644 (0.20806170701980592) | > loss_disc_real_4: 0.3502955436706543 (0.26136730909347533) | > loss_disc_real_5: 0.15783381462097168 (0.20788801312446595) | > loss_0: 2.087693691253662 (2.3550209045410155) | > loss_gen: 3.6856937408447266 (2.8010738372802733) | > loss_kl: 2.000575065612793 (2.068452262878418) | > loss_feat: 10.700223922729492 (8.048559474945069) | > loss_mel: 17.53152084350586 (14.693840980529785) | > loss_duration: 1.5017969608306885 (1.6281114578247071) | > loss_1: 35.4198112487793 (29.240038299560545) --> EVAL PERFORMANCE | > avg_loader_time: 0.14998893737792968 (+0.001661491394042952) | > avg_loss_disc: 2.3550209045410155 (+0.0942783832550047) | > avg_loss_disc_real_0: 0.19976643919944764 (+0.11555904150009157) | > avg_loss_disc_real_1: 0.20666353702545165 (+0.019320392608642573) | > avg_loss_disc_real_2: 0.24338989853858947 (+0.033188506960868835) | > avg_loss_disc_real_3: 0.20806170701980592 (+0.012691640853881858) | > avg_loss_disc_real_4: 0.26136730909347533 (+0.053919953107833846) | > avg_loss_disc_real_5: 0.20788801312446595 (+0.03995516002178193) | > avg_loss_0: 2.3550209045410155 (+0.0942783832550047) | > avg_loss_gen: 2.8010738372802733 (+0.40034093856811515) | > avg_loss_kl: 2.068452262878418 (+0.04420464038848859) | > avg_loss_feat: 8.048559474945069 (+0.6956744194030771) | > avg_loss_mel: 14.693840980529785 (+1.2758453369140632) | > avg_loss_duration: 1.6281114578247071 (-0.016310358047485263) | > avg_loss_1: 29.240038299560545 (+2.3997558593749986)  > EPOCH: 42/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 03:42:50)   --> TIME: 2025-02-20 03:43:15 -- STEP: 29/924 -- GLOBAL_STEP: 84700 | > loss_disc: 2.114687919616699 (2.263149516335849) | > loss_disc_real_0: 0.047082848846912384 (0.12073237371855769) | > loss_disc_real_1: 0.18529458343982697 (0.19369179010391235) | > loss_disc_real_2: 0.23015470802783966 (0.20580646395683289) | > loss_disc_real_3: 0.24064293503761292 (0.21240837563728465) | > loss_disc_real_4: 0.2380249798297882 (0.2173917535050162) | > loss_disc_real_5: 0.1882486790418625 (0.20758965200391308) | > loss_0: 2.114687919616699 (2.263149516335849) | > grad_norm_0: tensor(11.4938, device='cuda:0') (tensor(50.0862, device='cuda:0')) | > loss_gen: 2.887166976928711 (2.7445980433760018) | > loss_kl: 2.2563533782958984 (2.199864107986976) | > loss_feat: 9.371767044067383 (8.54834171821331) | > loss_mel: 16.645050048828125 (15.361396394926926) | > loss_duration: 1.6112585067749023 (1.6163628306882134) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.7715950012207 (30.470563362384663) | > grad_norm_1: tensor(914.3817, device='cuda:0') (tensor(1056.6913, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.7938 (0.7727506078522781) | > loader_time: 0.0148 (0.011173774456155711)  --> TIME: 2025-02-20 03:43:54 -- STEP: 79/924 -- GLOBAL_STEP: 84750 | > loss_disc: 2.253079891204834 (2.2440254718442505) | > loss_disc_real_0: 0.11910036206245422 (0.11093895217474503) | > loss_disc_real_1: 0.2003370225429535 (0.19291658492027958) | > loss_disc_real_2: 0.18635480105876923 (0.2045094874463504) | > loss_disc_real_3: 0.21566158533096313 (0.20834572650963748) | > loss_disc_real_4: 0.2084803283214569 (0.21248317915427534) | > loss_disc_real_5: 0.22372885048389435 (0.20631538727615453) | > loss_0: 2.253079891204834 (2.2440254718442505) | > grad_norm_0: tensor(49.4532, device='cuda:0') (tensor(56.3731, device='cuda:0')) | > loss_gen: 2.718179702758789 (2.7814368628248376) | > loss_kl: 2.2388670444488525 (2.2516055620169344) | > loss_feat: 8.036842346191406 (8.6280948361264) | > loss_mel: 14.260534286499023 (15.446252412433866) | > loss_duration: 1.5565037727355957 (1.6189086527764043) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.81092643737793 (30.72629832014253) | > grad_norm_1: tensor(987.7410, device='cuda:0') (tensor(950.2980, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.7391 (0.7723070941393888) | > loader_time: 0.0105 (0.011327852176714547)  --> TIME: 2025-02-20 03:44:33 -- STEP: 129/924 -- GLOBAL_STEP: 84800 | > loss_disc: 2.210780143737793 (2.235822350479835) | > loss_disc_real_0: 0.11055215448141098 (0.10927444208384485) | > loss_disc_real_1: 0.16857333481311798 (0.1928905636765236) | > loss_disc_real_2: 0.19573931396007538 (0.20519057805686033) | > loss_disc_real_3: 0.19000421464443207 (0.20749445271122363) | > loss_disc_real_4: 0.19775480031967163 (0.21324481277964835) | > loss_disc_real_5: 0.2132473886013031 (0.20422485043374142) | > loss_0: 2.210780143737793 (2.235822350479835) | > grad_norm_0: tensor(70.6222, device='cuda:0') (tensor(59.8089, device='cuda:0')) | > loss_gen: 2.609522819519043 (2.7875394396079596) | > loss_kl: 1.9549363851547241 (2.2495562078416813) | > loss_feat: 7.851550102233887 (8.650217370469445) | > loss_mel: 14.959750175476074 (15.418622061263683) | > loss_duration: 1.62806236743927 (1.6207193681435992) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.003822326660156 (30.72665451108947) | > grad_norm_1: tensor(1541.0034, device='cuda:0') (tensor(955.3036, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.8212 (0.7693139268446338) | > loader_time: 0.0133 (0.011247882547304612)  --> TIME: 2025-02-20 03:45:12 -- STEP: 179/924 -- GLOBAL_STEP: 84850 | > loss_disc: 2.4383859634399414 (2.2326493729426207) | > loss_disc_real_0: 0.12092400342226028 (0.11099831164715676) | > loss_disc_real_1: 0.17896731197834015 (0.19261142328464786) | > loss_disc_real_2: 0.21125774085521698 (0.20424126646372193) | > loss_disc_real_3: 0.23317427933216095 (0.20673160063487858) | > loss_disc_real_4: 0.26138025522232056 (0.21280786977799912) | > loss_disc_real_5: 0.20851348340511322 (0.20482285179239412) | > loss_0: 2.4383859634399414 (2.2326493729426207) | > grad_norm_0: tensor(77.8993, device='cuda:0') (tensor(61.9375, device='cuda:0')) | > loss_gen: 2.533567428588867 (2.7815519551325103) | > loss_kl: 2.3873672485351562 (2.244650033599173) | > loss_feat: 7.538916110992432 (8.62509886246154) | > loss_mel: 14.917119979858398 (15.369606550845354) | > loss_duration: 1.5656687021255493 (1.6192689634568198) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.942638397216797 (30.640176304225815) | > grad_norm_1: tensor(880.9285, device='cuda:0') (tensor(981.4562, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.7542 (0.7704340212837943) | > loader_time: 0.0128 (0.01121781125414971)  --> TIME: 2025-02-20 03:45:52 -- STEP: 229/924 -- GLOBAL_STEP: 84900 | > loss_disc: 2.364821434020996 (2.2350916747963576) | > loss_disc_real_0: 0.19363948702812195 (0.11156309757170198) | > loss_disc_real_1: 0.16444984078407288 (0.19288782664782095) | > loss_disc_real_2: 0.17839987576007843 (0.20497496881599508) | > loss_disc_real_3: 0.21188338100910187 (0.20727893495403524) | > loss_disc_real_4: 0.24074319005012512 (0.21325822076943243) | > loss_disc_real_5: 0.23141400516033173 (0.2049010694026947) | > loss_0: 2.364821434020996 (2.2350916747963576) | > grad_norm_0: tensor(126.4394, device='cuda:0') (tensor(61.4912, device='cuda:0')) | > loss_gen: 2.689007520675659 (2.7813318036008603) | > loss_kl: 2.2138757705688477 (2.230019544409876) | > loss_feat: 8.910685539245605 (8.611077300325755) | > loss_mel: 15.761043548583984 (15.369150574030314) | > loss_duration: 1.6417276859283447 (1.6202134929890195) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.216339111328125 (30.611792560227574) | > grad_norm_1: tensor(1754.4124, device='cuda:0') (tensor(1014.9419, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.7314 (0.7716060746705168) | > loader_time: 0.0122 (0.011255294474972387)  --> TIME: 2025-02-20 03:46:31 -- STEP: 279/924 -- GLOBAL_STEP: 84950 | > loss_disc: 2.32777738571167 (2.2311524879120577) | > loss_disc_real_0: 0.05820939317345619 (0.10923706083208003) | > loss_disc_real_1: 0.17414730787277222 (0.1929383566302638) | > loss_disc_real_2: 0.1745205670595169 (0.2045355231958478) | > loss_disc_real_3: 0.22296635806560516 (0.20718001683766693) | > loss_disc_real_4: 0.20240812003612518 (0.2128859232296653) | > loss_disc_real_5: 0.2010030746459961 (0.20494433917025087) | > loss_0: 2.32777738571167 (2.2311524879120577) | > grad_norm_0: tensor(98.2523, device='cuda:0') (tensor(62.4904, device='cuda:0')) | > loss_gen: 2.7442195415496826 (2.786368375183433) | > loss_kl: 2.0955798625946045 (2.2159393119982944) | > loss_feat: 8.474111557006836 (8.608374113677653) | > loss_mel: 15.588735580444336 (15.34800889073307) | > loss_duration: 1.6064236164093018 (1.6217086956065188) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.509071350097656 (30.580399229535065) | > grad_norm_1: tensor(1589.8253, device='cuda:0') (tensor(1011.4576, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.7676 (0.7715405888027616) | > loader_time: 0.0134 (0.011272881620673723)  --> TIME: 2025-02-20 03:47:12 -- STEP: 329/924 -- GLOBAL_STEP: 85000 | > loss_disc: 2.1097817420959473 (2.2310337023894475) | > loss_disc_real_0: 0.11296632885932922 (0.10961198986799521) | > loss_disc_real_1: 0.1717621386051178 (0.19256413585328044) | > loss_disc_real_2: 0.20110829174518585 (0.20470565770353594) | > loss_disc_real_3: 0.2049945890903473 (0.20777717110414998) | > loss_disc_real_4: 0.1909046173095703 (0.2128898837917844) | > loss_disc_real_5: 0.2169630080461502 (0.2048003153598055) | > loss_0: 2.1097817420959473 (2.2310337023894475) | > grad_norm_0: tensor(16.4264, device='cuda:0') (tensor(63.6730, device='cuda:0')) | > loss_gen: 2.9848031997680664 (2.790169037584112) | > loss_kl: 2.2716422080993652 (2.218334396559418) | > loss_feat: 9.239005088806152 (8.61747523281712) | > loss_mel: 16.25889778137207 (15.374960151486846) | > loss_duration: 1.6098124980926514 (1.621295739452165) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.36416244506836 (30.622234454633254) | > grad_norm_1: tensor(1042.6638, device='cuda:0') (tensor(1015.6009, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.779 (0.7740201471786732) | > loader_time: 0.0103 (0.011295707030136892) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_85000.pth  --> TIME: 2025-02-20 03:47:53 -- STEP: 379/924 -- GLOBAL_STEP: 85050 | > loss_disc: 2.347832202911377 (2.2292963052487917) | > loss_disc_real_0: 0.299800306558609 (0.11143763701487971) | > loss_disc_real_1: 0.18670357763767242 (0.19224929974701918) | > loss_disc_real_2: 0.20829345285892487 (0.20398916650101506) | > loss_disc_real_3: 0.20973671972751617 (0.207354205107626) | > loss_disc_real_4: 0.2287406623363495 (0.21279311864231382) | > loss_disc_real_5: 0.19998589158058167 (0.2045849731147761) | > loss_0: 2.347832202911377 (2.2292963052487917) | > grad_norm_0: tensor(217.5942, device='cuda:0') (tensor(65.5122, device='cuda:0')) | > loss_gen: 2.7111105918884277 (2.7884408672755487) | > loss_kl: 2.1664631366729736 (2.2223465228772747) | > loss_feat: 7.747509002685547 (8.610734151976091) | > loss_mel: 15.689923286437988 (15.385424596338598) | > loss_duration: 1.6571123600006104 (1.6212305531967284) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.972118377685547 (30.628176636305838) | > grad_norm_1: tensor(1170.4664, device='cuda:0') (tensor(1068.5625, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.7898 (0.7741733824042972) | > loader_time: 0.011 (0.011296328265308386)  --> TIME: 2025-02-20 03:48:33 -- STEP: 429/924 -- GLOBAL_STEP: 85100 | > loss_disc: 2.18514084815979 (2.2298910565031704) | > loss_disc_real_0: 0.08361992239952087 (0.11147997542208447) | > loss_disc_real_1: 0.1729714274406433 (0.1923288853713127) | > loss_disc_real_2: 0.2279842644929886 (0.2045403182298154) | > loss_disc_real_3: 0.23215577006340027 (0.20720438763395055) | > loss_disc_real_4: 0.1848553568124771 (0.2127985896625163) | > loss_disc_real_5: 0.21808865666389465 (0.20399938971846254) | > loss_0: 2.18514084815979 (2.2298910565031704) | > grad_norm_0: tensor(95.6497, device='cuda:0') (tensor(66.7745, device='cuda:0')) | > loss_gen: 2.8667960166931152 (2.787903148255425) | > loss_kl: 2.429610252380371 (2.222480031438087) | > loss_feat: 8.873563766479492 (8.597408773737909) | > loss_mel: 16.89178466796875 (15.372813069181287) | > loss_duration: 1.6346728801727295 (1.6214671607339854) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.69642639160156 (30.602072166674066) | > grad_norm_1: tensor(861.9143, device='cuda:0') (tensor(1053.1821, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.7861 (0.7744034125810458) | > loader_time: 0.0118 (0.011277645062177604)  --> TIME: 2025-02-20 03:49:13 -- STEP: 479/924 -- GLOBAL_STEP: 85150 | > loss_disc: 1.9981200695037842 (2.2287902777279593) | > loss_disc_real_0: 0.10410316288471222 (0.11144456845982338) | > loss_disc_real_1: 0.17508690059185028 (0.1919708996700096) | > loss_disc_real_2: 0.20639491081237793 (0.20439236015392498) | > loss_disc_real_3: 0.23417766392230988 (0.20723476881522973) | > loss_disc_real_4: 0.1809636652469635 (0.2126975524587273) | > loss_disc_real_5: 0.21359865367412567 (0.20422840398388267) | > loss_0: 1.9981200695037842 (2.2287902777279593) | > grad_norm_0: tensor(23.0067, device='cuda:0') (tensor(65.7027, device='cuda:0')) | > loss_gen: 3.168855667114258 (2.7868359815601504) | > loss_kl: 2.1951141357421875 (2.2248757818795464) | > loss_feat: 10.138126373291016 (8.598857853756062) | > loss_mel: 16.593334197998047 (15.391685360408776) | > loss_duration: 1.582759141921997 (1.621406705493967) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.67818832397461 (30.623661674388018) | > grad_norm_1: tensor(1146.3068, device='cuda:0') (tensor(1043.5724, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.7905 (0.7748647437961714) | > loader_time: 0.0105 (0.011276226700721053)  --> TIME: 2025-02-20 03:49:52 -- STEP: 529/924 -- GLOBAL_STEP: 85200 | > loss_disc: 2.234217643737793 (2.233301700175597) | > loss_disc_real_0: 0.10433739423751831 (0.11302000276448596) | > loss_disc_real_1: 0.17976045608520508 (0.19213751411956295) | > loss_disc_real_2: 0.1916407197713852 (0.20468879740382415) | > loss_disc_real_3: 0.21575772762298584 (0.20742302825973705) | > loss_disc_real_4: 0.21421171724796295 (0.21286673232603162) | > loss_disc_real_5: 0.20154589414596558 (0.20417820274942539) | > loss_0: 2.234217643737793 (2.233301700175597) | > grad_norm_0: tensor(21.4948, device='cuda:0') (tensor(65.8330, device='cuda:0')) | > loss_gen: 2.7653257846832275 (2.7827350940055333) | > loss_kl: 2.298855781555176 (2.225771238537954) | > loss_feat: 8.997665405273438 (8.576990392573158) | > loss_mel: 16.240163803100586 (15.390657819737108) | > loss_duration: 1.591302514076233 (1.621208962961496) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.893314361572266 (30.59736350263224) | > grad_norm_1: tensor(996.0845, device='cuda:0') (tensor(1055.2820, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.7536 (0.7743717848916586) | > loader_time: 0.01 (0.0112846479073364)  --> TIME: 2025-02-20 03:50:32 -- STEP: 579/924 -- GLOBAL_STEP: 85250 | > loss_disc: 2.1669678688049316 (2.2351840631537687) | > loss_disc_real_0: 0.11083873361349106 (0.11478016490119933) | > loss_disc_real_1: 0.16486752033233643 (0.19203005512349558) | > loss_disc_real_2: 0.15412463247776031 (0.20443279094131914) | > loss_disc_real_3: 0.16801123321056366 (0.20723344318710255) | > loss_disc_real_4: 0.2241109311580658 (0.2130280250043243) | > loss_disc_real_5: 0.192254438996315 (0.2041158371175509) | > loss_0: 2.1669678688049316 (2.2351840631537687) | > grad_norm_0: tensor(35.1135, device='cuda:0') (tensor(65.7643, device='cuda:0')) | > loss_gen: 2.9252681732177734 (2.775250346755321) | > loss_kl: 2.430241823196411 (2.2197696684967467) | > loss_feat: 9.235240936279297 (8.55154602844686) | > loss_mel: 16.115447998046875 (15.37551430058191) | > loss_duration: 1.6386748552322388 (1.6209314439786735) | > amp_scaler: 256.0 (128.2210708117444) | > loss_1: 32.344871520996094 (30.54301177240612) | > grad_norm_1: tensor(1384.5835, device='cuda:0') (tensor(1082.9382, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.7712 (0.7756509793237082) | > loader_time: 0.0139 (0.01129165749887522)  --> TIME: 2025-02-20 03:51:12 -- STEP: 629/924 -- GLOBAL_STEP: 85300 | > loss_disc: 2.272531032562256 (2.231770357380611) | > loss_disc_real_0: 0.041921935975551605 (0.11333504698827081) | > loss_disc_real_1: 0.2101406455039978 (0.1921125940137524) | > loss_disc_real_2: 0.18126191198825836 (0.20418593358538673) | > loss_disc_real_3: 0.18975107371807098 (0.20714394625021665) | > loss_disc_real_4: 0.19800862669944763 (0.2129525758077306) | > loss_disc_real_5: 0.1635446846485138 (0.2039438107766105) | > loss_0: 2.272531032562256 (2.231770357380611) | > grad_norm_0: tensor(45.8689, device='cuda:0') (tensor(65.3323, device='cuda:0')) | > loss_gen: 2.564573049545288 (2.7825628494420376) | > loss_kl: 2.3289082050323486 (2.220388254603823) | > loss_feat: 8.522189140319824 (8.574542846891946) | > loss_mel: 15.505745887756348 (15.379018048224275) | > loss_duration: 1.5837167501449585 (1.6204804633114789) | > amp_scaler: 128.0 (128.20349761526236) | > loss_1: 30.5051326751709 (30.576992450344164) | > grad_norm_1: tensor(1281.5187, device='cuda:0') (tensor(1060.7307, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.7918 (0.7753125908643905) | > loader_time: 0.0129 (0.011260487127379877)  --> TIME: 2025-02-20 03:51:51 -- STEP: 679/924 -- GLOBAL_STEP: 85350 | > loss_disc: 2.204282522201538 (2.231802160504641) | > loss_disc_real_0: 0.15479792654514313 (0.113115002292816) | > loss_disc_real_1: 0.15223580598831177 (0.19244690303072134) | > loss_disc_real_2: 0.20510192215442657 (0.20407640132970764) | > loss_disc_real_3: 0.23831667006015778 (0.20742336115271784) | > loss_disc_real_4: 0.19188176095485687 (0.2127414484657841) | > loss_disc_real_5: 0.18432237207889557 (0.203845049785409) | > loss_0: 2.204282522201538 (2.231802160504641) | > grad_norm_0: tensor(121.0192, device='cuda:0') (tensor(65.7495, device='cuda:0')) | > loss_gen: 3.0788164138793945 (2.7848758701021112) | > loss_kl: 1.968200445175171 (2.2185200479139446) | > loss_feat: 8.603763580322266 (8.574361562377748) | > loss_mel: 15.414093017578125 (15.37998700738831) | > loss_duration: 1.6360359191894531 (1.6202415096215546) | > amp_scaler: 128.0 (128.18851251840945) | > loss_1: 30.700908660888672 (30.577985996701404) | > grad_norm_1: tensor(770.3316, device='cuda:0') (tensor(1048.9529, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.761 (0.7746519013602879) | > loader_time: 0.0112 (0.011212154762032099)  --> TIME: 2025-02-20 03:52:31 -- STEP: 729/924 -- GLOBAL_STEP: 85400 | > loss_disc: 2.2112724781036377 (2.231696040214989) | > loss_disc_real_0: 0.10323558747768402 (0.11323997719706495) | > loss_disc_real_1: 0.1722000241279602 (0.19269166155034786) | > loss_disc_real_2: 0.21306318044662476 (0.20403004183200157) | > loss_disc_real_3: 0.1623811274766922 (0.20725503715141) | > loss_disc_real_4: 0.20236846804618835 (0.21290039429530522) | > loss_disc_real_5: 0.21987253427505493 (0.20367207963770803) | > loss_0: 2.2112724781036377 (2.231696040214989) | > grad_norm_0: tensor(31.4567, device='cuda:0') (tensor(66.1774, device='cuda:0')) | > loss_gen: 2.6374707221984863 (2.7845292137156497) | > loss_kl: 2.2475216388702393 (2.216330461050746) | > loss_feat: 8.423337936401367 (8.575237529922093) | > loss_mel: 14.248586654663086 (15.384334122039) | > loss_duration: 1.6457414627075195 (1.620174096608522) | > amp_scaler: 128.0 (128.1755829903978) | > loss_1: 29.202655792236328 (30.580605427097066) | > grad_norm_1: tensor(976.2486, device='cuda:0') (tensor(1062.0338, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.8372 (0.7751329043274549) | > loader_time: 0.0146 (0.011237668729449812)  --> TIME: 2025-02-20 03:53:10 -- STEP: 779/924 -- GLOBAL_STEP: 85450 | > loss_disc: 2.16813063621521 (2.2326129792743545) | > loss_disc_real_0: 0.09850536286830902 (0.11336155332844891) | > loss_disc_real_1: 0.1896391212940216 (0.19256730815718506) | > loss_disc_real_2: 0.18207496404647827 (0.20398296056188572) | > loss_disc_real_3: 0.20259703695774078 (0.20734231694289448) | > loss_disc_real_4: 0.20377276837825775 (0.2130360783714997) | > loss_disc_real_5: 0.203963965177536 (0.2039322349050385) | > loss_0: 2.16813063621521 (2.2326129792743545) | > grad_norm_0: tensor(36.2663, device='cuda:0') (tensor(66.5858, device='cuda:0')) | > loss_gen: 2.713590621948242 (2.782533701638359) | > loss_kl: 1.9417047500610352 (2.214324135529364) | > loss_feat: 8.519270896911621 (8.560526530151959) | > loss_mel: 14.725310325622559 (15.357995182620087) | > loss_duration: 1.6625055074691772 (1.6204445074397276) | > amp_scaler: 128.0 (128.16431322207953) | > loss_1: 29.5623836517334 (30.535824054624975) | > grad_norm_1: tensor(1618.5051, device='cuda:0') (tensor(1065.8230, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.7739 (0.7755125747259525) | > loader_time: 0.0104 (0.011267520037786942)  --> TIME: 2025-02-20 03:53:50 -- STEP: 829/924 -- GLOBAL_STEP: 85500 | > loss_disc: 2.0407397747039795 (2.2322624350917093) | > loss_disc_real_0: 0.05663413926959038 (0.11367814776243865) | > loss_disc_real_1: 0.15543875098228455 (0.19233533468623212) | > loss_disc_real_2: 0.18192633986473083 (0.2039574215366124) | > loss_disc_real_3: 0.1910683661699295 (0.2072622756259146) | > loss_disc_real_4: 0.18387462198734283 (0.21300192953809755) | > loss_disc_real_5: 0.19819219410419464 (0.20384589858595803) | > loss_0: 2.0407397747039795 (2.2322624350917093) | > grad_norm_0: tensor(48.0274, device='cuda:0') (tensor(66.9585, device='cuda:0')) | > loss_gen: 2.922271490097046 (2.7824712886741314) | > loss_kl: 2.1193349361419678 (2.212248691603699) | > loss_feat: 10.329012870788574 (8.560323798613329) | > loss_mel: 16.448898315429688 (15.358778298979646) | > loss_duration: 1.5680713653564453 (1.6198944089208498) | > amp_scaler: 128.0 (128.1544028950542) | > loss_1: 33.38758850097656 (30.533716484778466) | > grad_norm_1: tensor(1349.8870, device='cuda:0') (tensor(1074.8617, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.7924 (0.7751955198004964) | > loader_time: 0.0108 (0.011268496081969986)  --> TIME: 2025-02-20 03:54:30 -- STEP: 879/924 -- GLOBAL_STEP: 85550 | > loss_disc: 2.3961403369903564 (2.233675720748642) | > loss_disc_real_0: 0.08905407786369324 (0.11460602330944508) | > loss_disc_real_1: 0.2009442001581192 (0.19244165983012917) | > loss_disc_real_2: 0.21066594123840332 (0.20402310188516412) | > loss_disc_real_3: 0.16630662977695465 (0.2071384422743823) | > loss_disc_real_4: 0.20147740840911865 (0.21289510236665252) | > loss_disc_real_5: 0.21649140119552612 (0.2038618520970231) | > loss_0: 2.3961403369903564 (2.233675720748642) | > grad_norm_0: tensor(59.3414, device='cuda:0') (tensor(67.7081, device='cuda:0')) | > loss_gen: 2.3801684379577637 (2.7805775323961135) | > loss_kl: 2.1757514476776123 (2.2136924822853943) | > loss_feat: 7.222017288208008 (8.551772156673087) | > loss_mel: 14.589081764221191 (15.351364855066501) | > loss_duration: 1.604354977607727 (1.6198208820290942) | > amp_scaler: 128.0 (128.14562002275304) | > loss_1: 27.97137451171875 (30.517227906280276) | > grad_norm_1: tensor(1534.6328, device='cuda:0') (tensor(1087.5570, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.758 (0.7757742288305216) | > loader_time: 0.0108 (0.011279505945581074)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.420525074005127 (2.420525074005127) | > loss_disc_real_0: 0.12635336816310883 (0.12635336816310883) | > loss_disc_real_1: 0.19308383762836456 (0.19308383762836456) | > loss_disc_real_2: 0.19779802858829498 (0.19779802858829498) | > loss_disc_real_3: 0.22190797328948975 (0.22190797328948975) | > loss_disc_real_4: 0.2208395004272461 (0.2208395004272461) | > loss_disc_real_5: 0.22936782240867615 (0.22936782240867615) | > loss_0: 2.420525074005127 (2.420525074005127) | > loss_gen: 2.2211568355560303 (2.2211568355560303) | > loss_kl: 2.1793041229248047 (2.1793041229248047) | > loss_feat: 7.358062744140625 (7.358062744140625) | > loss_mel: 14.223577499389648 (14.223577499389648) | > loss_duration: 1.675363302230835 (1.675363302230835) | > loss_1: 27.6574649810791 (27.6574649810791)  --> STEP: 1 | > loss_disc: 2.428246021270752 (2.428246021270752) | > loss_disc_real_0: 0.14647634327411652 (0.14647634327411652) | > loss_disc_real_1: 0.2087831050157547 (0.2087831050157547) | > loss_disc_real_2: 0.21445396542549133 (0.21445396542549133) | > loss_disc_real_3: 0.2249545156955719 (0.2249545156955719) | > loss_disc_real_4: 0.2437102496623993 (0.2437102496623993) | > loss_disc_real_5: 0.2337462604045868 (0.2337462604045868) | > loss_0: 2.428246021270752 (2.428246021270752) | > loss_gen: 2.3419864177703857 (2.3419864177703857) | > loss_kl: 2.096022605895996 (2.096022605895996) | > loss_feat: 6.6979522705078125 (6.6979522705078125) | > loss_mel: 13.295992851257324 (13.295992851257324) | > loss_duration: 1.6788467168807983 (1.6788467168807983) | > loss_1: 26.11079978942871 (26.11079978942871)  --> STEP: 2 | > loss_disc: 2.3643195629119873 (2.3962827920913696) | > loss_disc_real_0: 0.1281496286392212 (0.13731298595666885) | > loss_disc_real_1: 0.19867150485515594 (0.20372730493545532) | > loss_disc_real_2: 0.21921178698539734 (0.21683287620544434) | > loss_disc_real_3: 0.2423209249973297 (0.2336377203464508) | > loss_disc_real_4: 0.2186119705438614 (0.23116111010313034) | > loss_disc_real_5: 0.23221394419670105 (0.23298010230064392) | > loss_0: 2.3643195629119873 (2.3962827920913696) | > loss_gen: 2.4737117290496826 (2.407849073410034) | > loss_kl: 2.224881649017334 (2.160452127456665) | > loss_feat: 7.682010650634766 (7.189981460571289) | > loss_mel: 14.496089935302734 (13.89604139328003) | > loss_duration: 1.5721882581710815 (1.62551748752594) | > loss_1: 28.448881149291992 (27.27984046936035)  --> STEP: 3 | > loss_disc: 2.3551151752471924 (2.3825602531433105) | > loss_disc_real_0: 0.1072186604142189 (0.12728154410918555) | > loss_disc_real_1: 0.21482011675834656 (0.20742490887641907) | > loss_disc_real_2: 0.21759898960590363 (0.21708824733893076) | > loss_disc_real_3: 0.27075180411338806 (0.24600908160209656) | > loss_disc_real_4: 0.22960229218006134 (0.23064150412877402) | > loss_disc_real_5: 0.22051571309566498 (0.22882530589898428) | > loss_0: 2.3551151752471924 (2.3825602531433105) | > loss_gen: 2.4886624813079834 (2.434786876042684) | > loss_kl: 2.107637405395508 (2.142847220102946) | > loss_feat: 7.599647045135498 (7.326536655426025) | > loss_mel: 15.152864456176758 (14.314982414245605) | > loss_duration: 1.6426446437835693 (1.6312265396118164) | > loss_1: 28.991456985473633 (27.850379308064777)  --> STEP: 4 | > loss_disc: 2.424482822418213 (2.393040895462036) | > loss_disc_real_0: 0.12394081801176071 (0.12644636258482933) | > loss_disc_real_1: 0.22833450138568878 (0.2126523070037365) | > loss_disc_real_2: 0.20465901494026184 (0.21398093923926353) | > loss_disc_real_3: 0.2463608831167221 (0.24609703198075294) | > loss_disc_real_4: 0.23114228248596191 (0.23076669871807098) | > loss_disc_real_5: 0.1904897838830948 (0.2192414253950119) | > loss_0: 2.424482822418213 (2.393040895462036) | > loss_gen: 2.2778425216674805 (2.395550787448883) | > loss_kl: 2.0096068382263184 (2.109537124633789) | > loss_feat: 7.611663341522217 (7.397818326950073) | > loss_mel: 14.51997184753418 (14.366229772567749) | > loss_duration: 1.7703325748443604 (1.6660030484199524) | > loss_1: 28.18941879272461 (27.935139179229736)  --> STEP: 5 | > loss_disc: 2.2895631790161133 (2.3723453521728515) | > loss_disc_real_0: 0.05971721559762955 (0.11310053318738937) | > loss_disc_real_1: 0.24315236508846283 (0.21875231862068176) | > loss_disc_real_2: 0.15629103779792786 (0.2024429589509964) | > loss_disc_real_3: 0.3249298930168152 (0.2618636041879654) | > loss_disc_real_4: 0.2034192979335785 (0.2252972185611725) | > loss_disc_real_5: 0.22804048657417297 (0.22100123763084412) | > loss_0: 2.2895631790161133 (2.3723453521728515) | > loss_gen: 2.5408005714416504 (2.4246007442474364) | > loss_kl: 1.6560451984405518 (2.0188387393951417) | > loss_feat: 9.223394393920898 (7.762933540344238) | > loss_mel: 17.270845413208008 (14.947152900695801) | > loss_duration: 1.5493221282958984 (1.6426668643951416) | > loss_1: 32.24040603637695 (28.79619255065918) --> EVAL PERFORMANCE | > avg_loader_time: 0.156021785736084 (+0.006032848358154319) | > avg_loss_disc: 2.3723453521728515 (+0.017324447631835938) | > avg_loss_disc_real_0: 0.11310053318738937 (-0.08666590601205827) | > avg_loss_disc_real_1: 0.21875231862068176 (+0.012088781595230108) | > avg_loss_disc_real_2: 0.2024429589509964 (-0.04094693958759307) | > avg_loss_disc_real_3: 0.2618636041879654 (+0.053801897168159474) | > avg_loss_disc_real_4: 0.2252972185611725 (-0.03607009053230284) | > avg_loss_disc_real_5: 0.22100123763084412 (+0.013113224506378168) | > avg_loss_0: 2.3723453521728515 (+0.017324447631835938) | > avg_loss_gen: 2.4246007442474364 (-0.3764730930328368) | > avg_loss_kl: 2.0188387393951417 (-0.04961352348327619) | > avg_loss_feat: 7.762933540344238 (-0.28562593460083097) | > avg_loss_mel: 14.947152900695801 (+0.25331192016601634) | > avg_loss_duration: 1.6426668643951416 (+0.014555406570434526) | > avg_loss_1: 28.79619255065918 (-0.4438457489013672)  > EPOCH: 43/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 03:55:13)   --> TIME: 2025-02-20 03:55:19 -- STEP: 5/924 -- GLOBAL_STEP: 85600 | > loss_disc: 2.1933724880218506 (2.247967576980591) | > loss_disc_real_0: 0.10345923900604248 (0.10695043802261353) | > loss_disc_real_1: 0.18212179839611053 (0.18700386583805084) | > loss_disc_real_2: 0.18200773000717163 (0.21328509747982025) | > loss_disc_real_3: 0.22694821655750275 (0.2073906034231186) | > loss_disc_real_4: 0.23640751838684082 (0.21197469532489777) | > loss_disc_real_5: 0.24750792980194092 (0.21355302929878234) | > loss_0: 2.1933724880218506 (2.247967576980591) | > grad_norm_0: tensor(34.5638, device='cuda:0') (tensor(39.9335, device='cuda:0')) | > loss_gen: 2.873833656311035 (2.6887659549713137) | > loss_kl: 2.187354564666748 (2.2007509231567384) | > loss_feat: 8.814798355102539 (8.216391563415527) | > loss_mel: 16.149457931518555 (15.251664161682129) | > loss_duration: 1.6213023662567139 (1.6005899429321289) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.646745681762695 (29.958162307739258) | > grad_norm_1: tensor(1622.0494, device='cuda:0') (tensor(1449.7343, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.8043 (0.7753349304199219) | > loader_time: 0.0109 (0.010261774063110352)  --> TIME: 2025-02-20 03:55:58 -- STEP: 55/924 -- GLOBAL_STEP: 85650 | > loss_disc: 2.1485769748687744 (2.2646864630959245) | > loss_disc_real_0: 0.17348450422286987 (0.11896355856548656) | > loss_disc_real_1: 0.14169754087924957 (0.19402184134179895) | > loss_disc_real_2: 0.1855851411819458 (0.20712274340066042) | > loss_disc_real_3: 0.2395426481962204 (0.20781638676469977) | > loss_disc_real_4: 0.21568387746810913 (0.21310112801465123) | > loss_disc_real_5: 0.2422000914812088 (0.20790745588866147) | > loss_0: 2.1485769748687744 (2.2646864630959245) | > grad_norm_0: tensor(46.4977, device='cuda:0') (tensor(62.6843, device='cuda:0')) | > loss_gen: 2.9742774963378906 (2.7316133629192008) | > loss_kl: 2.319786310195923 (2.1999108054421166) | > loss_feat: 8.88098430633545 (8.33588828173551) | > loss_mel: 16.301061630249023 (15.272692316228694) | > loss_duration: 1.6122115850448608 (1.6206311789425936) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.088321685791016 (30.160735979947177) | > grad_norm_1: tensor(1368.4802, device='cuda:0') (tensor(1060.0763, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.7704 (0.7803281220522793) | > loader_time: 0.0095 (0.011379627747969193)  --> TIME: 2025-02-20 03:56:38 -- STEP: 105/924 -- GLOBAL_STEP: 85700 | > loss_disc: 2.187314033508301 (2.252912516820998) | > loss_disc_real_0: 0.0958922803401947 (0.1210023833882241) | > loss_disc_real_1: 0.19101637601852417 (0.19333044631140572) | > loss_disc_real_2: 0.20832842588424683 (0.20402695323739733) | > loss_disc_real_3: 0.21194526553153992 (0.20725491657143547) | > loss_disc_real_4: 0.20240570604801178 (0.21346512592974162) | > loss_disc_real_5: 0.25228577852249146 (0.2062043479510716) | > loss_0: 2.187314033508301 (2.252912516820998) | > grad_norm_0: tensor(138.0227, device='cuda:0') (tensor(68.9159, device='cuda:0')) | > loss_gen: 2.827597141265869 (2.7407294568561382) | > loss_kl: 2.1978509426116943 (2.2038431235722133) | > loss_feat: 8.646770477294922 (8.394311782291961) | > loss_mel: 16.07268524169922 (15.238714672270275) | > loss_duration: 1.582772970199585 (1.6186914966219947) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.32767677307129 (30.196290479387557) | > grad_norm_1: tensor(1682.0599, device='cuda:0') (tensor(1193.1749, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.8069 (0.7813030356452578) | > loader_time: 0.0118 (0.011421703156970796)  --> TIME: 2025-02-20 03:57:18 -- STEP: 155/924 -- GLOBAL_STEP: 85750 | > loss_disc: 2.132155418395996 (2.2413172752626482) | > loss_disc_real_0: 0.05742279812693596 (0.11565118806977426) | > loss_disc_real_1: 0.19123755395412445 (0.1929576617094778) | > loss_disc_real_2: 0.1804974526166916 (0.20343719778522368) | > loss_disc_real_3: 0.22653517127037048 (0.2082701591714736) | > loss_disc_real_4: 0.1937064379453659 (0.21311927812714726) | > loss_disc_real_5: 0.17689400911331177 (0.20517356424562394) | > loss_0: 2.132155418395996 (2.2413172752626482) | > grad_norm_0: tensor(55.4963, device='cuda:0') (tensor(70.4973, device='cuda:0')) | > loss_gen: 2.9743499755859375 (2.758364514381656) | > loss_kl: 2.0166664123535156 (2.197761035734609) | > loss_feat: 9.240391731262207 (8.467282144484983) | > loss_mel: 15.580458641052246 (15.24115847925986) | > loss_duration: 1.6127440929412842 (1.6190689794478879) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.424610137939453 (30.28363517022902) | > grad_norm_1: tensor(1140.5040, device='cuda:0') (tensor(1171.3046, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.7897 (0.7799541811789233) | > loader_time: 0.0102 (0.011456317286337576)  --> TIME: 2025-02-20 03:57:58 -- STEP: 205/924 -- GLOBAL_STEP: 85800 | > loss_disc: 2.266099452972412 (2.2411993113959707) | > loss_disc_real_0: 0.12578143179416656 (0.11422351569664188) | > loss_disc_real_1: 0.18642057478427887 (0.19328712493908112) | > loss_disc_real_2: 0.19249694049358368 (0.20401147727559252) | > loss_disc_real_3: 0.22716739773750305 (0.20827625888149912) | > loss_disc_real_4: 0.20242437720298767 (0.21383424990060848) | > loss_disc_real_5: 0.23341494798660278 (0.205112140716576) | > loss_0: 2.266099452972412 (2.2411993113959707) | > grad_norm_0: tensor(40.4244, device='cuda:0') (tensor(69.7716, device='cuda:0')) | > loss_gen: 2.7414939403533936 (2.769463806617552) | > loss_kl: 2.339510440826416 (2.1984233489850684) | > loss_feat: 8.660205841064453 (8.495263476488068) | > loss_mel: 16.35112953186035 (15.270206144379406) | > loss_duration: 1.5840426683425903 (1.6182080356086173) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.676382064819336 (30.351564807426637) | > grad_norm_1: tensor(1182.5045, device='cuda:0') (tensor(1144.2458, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.7831 (0.782286982420014) | > loader_time: 0.0107 (0.011368858523485138)  --> TIME: 2025-02-20 03:58:38 -- STEP: 255/924 -- GLOBAL_STEP: 85850 | > loss_disc: 2.1183972358703613 (2.241036820411682) | > loss_disc_real_0: 0.10341136902570724 (0.11549070308021471) | > loss_disc_real_1: 0.18727317452430725 (0.19376884500185645) | > loss_disc_real_2: 0.19829583168029785 (0.20403899042045368) | > loss_disc_real_3: 0.23713061213493347 (0.2076652837150237) | > loss_disc_real_4: 0.1885901242494583 (0.21292472055145337) | > loss_disc_real_5: 0.20060357451438904 (0.2050187467360029) | > loss_0: 2.1183972358703613 (2.241036820411682) | > grad_norm_0: tensor(54.1072, device='cuda:0') (tensor(72.2837, device='cuda:0')) | > loss_gen: 3.1901938915252686 (2.7712772668576715) | > loss_kl: 1.996427059173584 (2.2001614388297583) | > loss_feat: 10.451998710632324 (8.511829196705534) | > loss_mel: 16.572973251342773 (15.294936546624875) | > loss_duration: 1.5967445373535156 (1.6192003222072826) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.8083381652832 (30.39740472681382) | > grad_norm_1: tensor(617.0359, device='cuda:0') (tensor(1131.8521, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.724 (0.7813503527173807) | > loader_time: 0.0084 (0.01123653767155666)  --> TIME: 2025-02-20 03:59:18 -- STEP: 305/924 -- GLOBAL_STEP: 85900 | > loss_disc: 2.4207026958465576 (2.242285393496029) | > loss_disc_real_0: 0.09717338532209396 (0.11459149173537239) | > loss_disc_real_1: 0.1946559101343155 (0.19376591717610595) | > loss_disc_real_2: 0.19309137761592865 (0.20408811666926402) | > loss_disc_real_3: 0.20182062685489655 (0.20762001842748928) | > loss_disc_real_4: 0.17659825086593628 (0.21336549466750662) | > loss_disc_real_5: 0.21704599261283875 (0.20562723318084344) | > loss_0: 2.4207026958465576 (2.242285393496029) | > grad_norm_0: tensor(162.0506, device='cuda:0') (tensor(70.7786, device='cuda:0')) | > loss_gen: 2.4224889278411865 (2.7667300841847413) | > loss_kl: 2.223640203475952 (2.1992002674790663) | > loss_feat: 8.23781681060791 (8.48676790956591) | > loss_mel: 15.035163879394531 (15.243576812744141) | > loss_duration: 1.639629602432251 (1.6196211197337171) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.558738708496094 (30.31589611866435) | > grad_norm_1: tensor(1922.3180, device='cuda:0') (tensor(1133.7052, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.7951 (0.7814475192398315) | > loader_time: 0.0146 (0.011174350488381305)  --> TIME: 2025-02-20 03:59:58 -- STEP: 355/924 -- GLOBAL_STEP: 85950 | > loss_disc: 2.3020904064178467 (2.241503310203555) | > loss_disc_real_0: 0.12545432150363922 (0.11445122764144146) | > loss_disc_real_1: 0.184483140707016 (0.19301876039572166) | > loss_disc_real_2: 0.17245733737945557 (0.20381487515610708) | > loss_disc_real_3: 0.24613410234451294 (0.20768809574590602) | > loss_disc_real_4: 0.22543272376060486 (0.2138361392726361) | > loss_disc_real_5: 0.2638898491859436 (0.20617460977863258) | > loss_0: 2.3020904064178467 (2.241503310203555) | > grad_norm_0: tensor(57.2914, device='cuda:0') (tensor(70.8493, device='cuda:0')) | > loss_gen: 2.6692609786987305 (2.7700217032096752) | > loss_kl: 2.210824489593506 (2.2002774215080354) | > loss_feat: 7.581793308258057 (8.487323030283754) | > loss_mel: 14.642165184020996 (15.26978000587141) | > loss_duration: 1.612213373184204 (1.6197670909720407) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.716259002685547 (30.34716919912419) | > grad_norm_1: tensor(1245.1790, device='cuda:0') (tensor(1118.7897, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.7884 (0.7828573200064641) | > loader_time: 0.0103 (0.011260880215067246)  --> TIME: 2025-02-20 04:00:38 -- STEP: 405/924 -- GLOBAL_STEP: 86000 | > loss_disc: 2.4471611976623535 (2.246484845655937) | > loss_disc_real_0: 0.14752861857414246 (0.11742357200494519) | > loss_disc_real_1: 0.22880743443965912 (0.19301366416024573) | > loss_disc_real_2: 0.2137637734413147 (0.20379352746186433) | > loss_disc_real_3: 0.20363879203796387 (0.20742794591703534) | > loss_disc_real_4: 0.2161373496055603 (0.21364184007232573) | > loss_disc_real_5: 0.20556281507015228 (0.20619326977082242) | > loss_0: 2.4471611976623535 (2.246484845655937) | > grad_norm_0: tensor(146.4868, device='cuda:0') (tensor(70.7608, device='cuda:0')) | > loss_gen: 2.537299156188965 (2.762483501434326) | > loss_kl: 2.3049845695495605 (2.1952504731990654) | > loss_feat: 7.584280014038086 (8.476482916466987) | > loss_mel: 14.96291446685791 (15.289223962948647) | > loss_duration: 1.6069777011871338 (1.6201583623886109) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.996458053588867 (30.34359915462541) | > grad_norm_1: tensor(915.6671, device='cuda:0') (tensor(1143.9478, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.7828 (0.7828063970730624) | > loader_time: 0.011 (0.011304862410933873) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_86000.pth  --> TIME: 2025-02-20 04:01:21 -- STEP: 455/924 -- GLOBAL_STEP: 86050 | > loss_disc: 2.2584190368652344 (2.2444888327147945) | > loss_disc_real_0: 0.08758088201284409 (0.11553845172236255) | > loss_disc_real_1: 0.22463837265968323 (0.19325082927614778) | > loss_disc_real_2: 0.24868500232696533 (0.20436723058695322) | > loss_disc_real_3: 0.217519149184227 (0.20719105146088443) | > loss_disc_real_4: 0.2531430423259735 (0.2138840145134664) | > loss_disc_real_5: 0.24298781156539917 (0.20589644466782664) | > loss_0: 2.2584190368652344 (2.2444888327147945) | > grad_norm_0: tensor(66.1138, device='cuda:0') (tensor(69.9771, device='cuda:0')) | > loss_gen: 2.950505495071411 (2.7671681676592144) | > loss_kl: 2.432492256164551 (2.193127254077365) | > loss_feat: 8.854207992553711 (8.499023886041329) | > loss_mel: 16.118446350097656 (15.31222415965992) | > loss_duration: 1.5817384719848633 (1.6199679065536667) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.937393188476562 (30.39151134281368) | > grad_norm_1: tensor(1531.1343, device='cuda:0') (tensor(1130.6539, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.7722 (0.7834767614092142) | > loader_time: 0.012 (0.01134939193725585)  --> TIME: 2025-02-20 04:02:01 -- STEP: 505/924 -- GLOBAL_STEP: 86100 | > loss_disc: 2.2932937145233154 (2.242860762907728) | > loss_disc_real_0: 0.20688553154468536 (0.1139433912416496) | > loss_disc_real_1: 0.19844555854797363 (0.1934344510040661) | > loss_disc_real_2: 0.22191952168941498 (0.2048278809183895) | > loss_disc_real_3: 0.21967938542366028 (0.20727085863599684) | > loss_disc_real_4: 0.20929421484470367 (0.21400406956672668) | > loss_disc_real_5: 0.22276677191257477 (0.20571772258470555) | > loss_0: 2.2932937145233154 (2.242860762907728) | > grad_norm_0: tensor(136.5783, device='cuda:0') (tensor(68.5199, device='cuda:0')) | > loss_gen: 2.825958251953125 (2.7702843264778063) | > loss_kl: 2.303255796432495 (2.197927768395677) | > loss_feat: 8.41547679901123 (8.506725413256355) | > loss_mel: 14.863972663879395 (15.309763073685145) | > loss_duration: 1.5743803977966309 (1.6198532121016247) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.98304557800293 (30.404553777864663) | > grad_norm_1: tensor(1292.4243, device='cuda:0') (tensor(1116.0262, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.7743 (0.7838365762540607) | > loader_time: 0.0107 (0.011380027544380406)  --> TIME: 2025-02-20 04:02:41 -- STEP: 555/924 -- GLOBAL_STEP: 86150 | > loss_disc: 2.2318670749664307 (2.240414191151526) | > loss_disc_real_0: 0.0762282982468605 (0.1125382116316138) | > loss_disc_real_1: 0.2161433845758438 (0.1937508906867053) | > loss_disc_real_2: 0.23312528431415558 (0.20474539442105333) | > loss_disc_real_3: 0.22788311541080475 (0.2072631225929604) | > loss_disc_real_4: 0.20621530711650848 (0.21399135678201117) | > loss_disc_real_5: 0.2532564401626587 (0.20566805469560195) | > loss_0: 2.2318670749664307 (2.240414191151526) | > grad_norm_0: tensor(15.8954, device='cuda:0') (tensor(67.5378, device='cuda:0')) | > loss_gen: 2.954707384109497 (2.773205765732774) | > loss_kl: 2.0703160762786865 (2.197851748294657) | > loss_feat: 8.35180377960205 (8.514375788027104) | > loss_mel: 14.432846069335938 (15.310474449020248) | > loss_duration: 1.6174843311309814 (1.62027237737501) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.42715835571289 (30.41618012093209) | > grad_norm_1: tensor(348.8373, device='cuda:0') (tensor(1109.1464, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.7284 (0.7837119751148394) | > loader_time: 0.0101 (0.011373189118531368)  --> TIME: 2025-02-20 04:03:21 -- STEP: 605/924 -- GLOBAL_STEP: 86200 | > loss_disc: 2.3137311935424805 (2.240378441298305) | > loss_disc_real_0: 0.14570961892604828 (0.11224529416231084) | > loss_disc_real_1: 0.1920030266046524 (0.19350898066335467) | > loss_disc_real_2: 0.19885605573654175 (0.20483875725387538) | > loss_disc_real_3: 0.21990184485912323 (0.20738336424197049) | > loss_disc_real_4: 0.23343634605407715 (0.21394670849496686) | > loss_disc_real_5: 0.23448045551776886 (0.20568234748091582) | > loss_0: 2.3137311935424805 (2.240378441298305) | > grad_norm_0: tensor(45.4082, device='cuda:0') (tensor(67.1952, device='cuda:0')) | > loss_gen: 2.6821489334106445 (2.7731125201075524) | > loss_kl: 2.096176862716675 (2.1979442651606766) | > loss_feat: 7.672938346862793 (8.511745087962506) | > loss_mel: 13.576001167297363 (15.313220096619661) | > loss_duration: 1.5913227796554565 (1.6201556318062404) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.61858558654785 (30.416177569933176) | > grad_norm_1: tensor(1140.1676, device='cuda:0') (tensor(1101.4719, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.7997 (0.7834920638848922) | > loader_time: 0.0114 (0.01137414293840896)  --> TIME: 2025-02-20 04:04:01 -- STEP: 655/924 -- GLOBAL_STEP: 86250 | > loss_disc: 2.435640573501587 (2.240731348154201) | > loss_disc_real_0: 0.06478342413902283 (0.11262751224500532) | > loss_disc_real_1: 0.17215503752231598 (0.19325807929493985) | > loss_disc_real_2: 0.22874954342842102 (0.2048050403367472) | > loss_disc_real_3: 0.17653989791870117 (0.2073413740815097) | > loss_disc_real_4: 0.2047029435634613 (0.21390599622071263) | > loss_disc_real_5: 0.17128756642341614 (0.20569670095698525) | > loss_0: 2.435640573501587 (2.240731348154201) | > grad_norm_0: tensor(63.9784, device='cuda:0') (tensor(67.5846, device='cuda:0')) | > loss_gen: 2.5366532802581787 (2.773210787591133) | > loss_kl: 2.3975605964660645 (2.1973870948980743) | > loss_feat: 7.849456310272217 (8.511731882313738) | > loss_mel: 14.287016868591309 (15.316157917575982) | > loss_duration: 1.6227202415466309 (1.6199503864040814) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.693408966064453 (30.4184380538591) | > grad_norm_1: tensor(1408.7317, device='cuda:0') (tensor(1100.1777, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.8338 (0.7838106330114463) | > loader_time: 0.0116 (0.011386207041849613)  --> TIME: 2025-02-20 04:04:41 -- STEP: 705/924 -- GLOBAL_STEP: 86300 | > loss_disc: 2.0992934703826904 (2.235859603239292) | > loss_disc_real_0: 0.04905284196138382 (0.11110321922716519) | > loss_disc_real_1: 0.19666025042533875 (0.1931039187290989) | > loss_disc_real_2: 0.24901382625102997 (0.2047227309739336) | > loss_disc_real_3: 0.2539306879043579 (0.2071434126889452) | > loss_disc_real_4: 0.23704329133033752 (0.21371405788347247) | > loss_disc_real_5: 0.19151660799980164 (0.2054475594074168) | > loss_0: 2.0992934703826904 (2.235859603239292) | > grad_norm_0: tensor(10.5938, device='cuda:0') (tensor(66.6965, device='cuda:0')) | > loss_gen: 2.9401750564575195 (2.7819774316557737) | > loss_kl: 2.270711898803711 (2.1986367108974) | > loss_feat: 9.08167552947998 (8.535920661222852) | > loss_mel: 15.63736343383789 (15.334525749531197) | > loss_duration: 1.6241031885147095 (1.6201162698421077) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.554027557373047 (30.471176783243816) | > grad_norm_1: tensor(512.4290, device='cuda:0') (tensor(1075.2078, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.7961 (0.7838801722154547) | > loader_time: 0.0105 (0.01140172532264221)  --> TIME: 2025-02-20 04:05:21 -- STEP: 755/924 -- GLOBAL_STEP: 86350 | > loss_disc: 2.128047466278076 (2.235867514357662) | > loss_disc_real_0: 0.13169139623641968 (0.11105539102033274) | > loss_disc_real_1: 0.19258904457092285 (0.19325625160277277) | > loss_disc_real_2: 0.24406492710113525 (0.20454861679613984) | > loss_disc_real_3: 0.23047669231891632 (0.20707676953432574) | > loss_disc_real_4: 0.20019632577896118 (0.21376421052888545) | > loss_disc_real_5: 0.20427046716213226 (0.20541072245070477) | > loss_0: 2.128047466278076 (2.235867514357662) | > grad_norm_0: tensor(69.8342, device='cuda:0') (tensor(66.4545, device='cuda:0')) | > loss_gen: 3.2828714847564697 (2.782106745637804) | > loss_kl: 2.448551893234253 (2.1999158123471028) | > loss_feat: 9.946304321289062 (8.537614077132273) | > loss_mel: 17.67959213256836 (15.344628594253237) | > loss_duration: 1.622563123703003 (1.6201404731005236) | > amp_scaler: 128.0 (128.0) | > loss_1: 34.979881286621094 (30.4844056691555) | > grad_norm_1: tensor(616.2907, device='cuda:0') (tensor(1076.8765, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.7959 (0.7843036736873599) | > loader_time: 0.0138 (0.01140880647874035)  --> TIME: 2025-02-20 04:06:01 -- STEP: 805/924 -- GLOBAL_STEP: 86400 | > loss_disc: 2.2783260345458984 (2.2337683695443684) | > loss_disc_real_0: 0.13107866048812866 (0.11024479325513661) | > loss_disc_real_1: 0.19794657826423645 (0.19320686772373144) | > loss_disc_real_2: 0.21696822345256805 (0.20441366998675448) | > loss_disc_real_3: 0.21821418404579163 (0.2071303199166837) | > loss_disc_real_4: 0.22380037605762482 (0.21374511454046158) | > loss_disc_real_5: 0.20528985559940338 (0.20519848502941013) | > loss_0: 2.2783260345458984 (2.2337683695443684) | > grad_norm_0: tensor(67.4323, device='cuda:0') (tensor(66.5489, device='cuda:0')) | > loss_gen: 2.698580265045166 (2.784852809787536) | > loss_kl: 2.289494276046753 (2.201442681484334) | > loss_feat: 8.256744384765625 (8.544025408111013) | > loss_mel: 15.006855010986328 (15.33978351450855) | > loss_duration: 1.6460356712341309 (1.620492904674933) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.897708892822266 (30.49059729724197) | > grad_norm_1: tensor(1217.1333, device='cuda:0') (tensor(1068.0497, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.795 (0.7845191653470812) | > loader_time: 0.0114 (0.011390916457087343)  --> TIME: 2025-02-20 04:06:41 -- STEP: 855/924 -- GLOBAL_STEP: 86450 | > loss_disc: 2.2308504581451416 (2.2335772793195416) | > loss_disc_real_0: 0.2077062726020813 (0.11020698963027252) | > loss_disc_real_1: 0.17222855985164642 (0.1933103096938272) | > loss_disc_real_2: 0.1923346072435379 (0.2042414241541199) | > loss_disc_real_3: 0.1972181499004364 (0.2071460975889574) | > loss_disc_real_4: 0.1782989352941513 (0.21363394068695662) | > loss_disc_real_5: 0.21508748829364777 (0.20516884462875232) | > loss_0: 2.2308504581451416 (2.2335772793195416) | > grad_norm_0: tensor(187.5851, device='cuda:0') (tensor(66.8441, device='cuda:0')) | > loss_gen: 2.9542312622070312 (2.783685639030054) | > loss_kl: 2.309934377670288 (2.2005147016536357) | > loss_feat: 9.192110061645508 (8.53837399510613) | > loss_mel: 15.813004493713379 (15.336553694072522) | > loss_duration: 1.6362860202789307 (1.6204451650206808) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.90556526184082 (30.479573188469423) | > grad_norm_1: tensor(1208.4208, device='cuda:0') (tensor(1065.6752, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.8205 (0.7845659186268408) | > loader_time: 0.0143 (0.011376363631577508)  --> TIME: 2025-02-20 04:07:21 -- STEP: 905/924 -- GLOBAL_STEP: 86500 | > loss_disc: 2.250622510910034 (2.233048832482397) | > loss_disc_real_0: 0.10291073471307755 (0.11043510965138509) | > loss_disc_real_1: 0.18827807903289795 (0.19332907107653532) | > loss_disc_real_2: 0.21517245471477509 (0.20426115986391985) | > loss_disc_real_3: 0.21060144901275635 (0.20693470712195444) | > loss_disc_real_4: 0.24015693366527557 (0.2136727584330418) | > loss_disc_real_5: 0.22208715975284576 (0.20492647552029203) | > loss_0: 2.250622510910034 (2.233048832482397) | > grad_norm_0: tensor(36.0686, device='cuda:0') (tensor(67.8518, device='cuda:0')) | > loss_gen: 2.7827162742614746 (2.7852404921094345) | > loss_kl: 1.9021570682525635 (2.202902212195626) | > loss_feat: 8.339545249938965 (8.544565046426346) | > loss_mel: 14.78805923461914 (15.340233958755409) | > loss_duration: 1.6095603704452515 (1.6202391310950013) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.422039031982422 (30.49318084716797) | > grad_norm_1: tensor(689.1011, device='cuda:0') (tensor(1068.3768, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.7786 (0.7840797869540048) | > loader_time: 0.0111 (0.011356047372133022)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4175219535827637 (2.4175219535827637) | > loss_disc_real_0: 0.22249984741210938 (0.22249984741210938) | > loss_disc_real_1: 0.21648555994033813 (0.21648555994033813) | > loss_disc_real_2: 0.2289183884859085 (0.2289183884859085) | > loss_disc_real_3: 0.22839802503585815 (0.22839802503585815) | > loss_disc_real_4: 0.20930539071559906 (0.20930539071559906) | > loss_disc_real_5: 0.23853924870491028 (0.23853924870491028) | > loss_0: 2.4175219535827637 (2.4175219535827637) | > loss_gen: 2.675434112548828 (2.675434112548828) | > loss_kl: 2.0301454067230225 (2.0301454067230225) | > loss_feat: 7.556652069091797 (7.556652069091797) | > loss_mel: 14.091064453125 (14.091064453125) | > loss_duration: 1.6731842756271362 (1.6731842756271362) | > loss_1: 28.026479721069336 (28.026479721069336)  --> STEP: 1 | > loss_disc: 2.3717739582061768 (2.3717739582061768) | > loss_disc_real_0: 0.25430426001548767 (0.25430426001548767) | > loss_disc_real_1: 0.19616377353668213 (0.19616377353668213) | > loss_disc_real_2: 0.23512598872184753 (0.23512598872184753) | > loss_disc_real_3: 0.22292234003543854 (0.22292234003543854) | > loss_disc_real_4: 0.20293401181697845 (0.20293401181697845) | > loss_disc_real_5: 0.24167637526988983 (0.24167637526988983) | > loss_0: 2.3717739582061768 (2.3717739582061768) | > loss_gen: 2.824144124984741 (2.824144124984741) | > loss_kl: 2.0814151763916016 (2.0814151763916016) | > loss_feat: 8.505658149719238 (8.505658149719238) | > loss_mel: 15.821210861206055 (15.821210861206055) | > loss_duration: 1.6857151985168457 (1.6857151985168457) | > loss_1: 30.918142318725586 (30.918142318725586)  --> STEP: 2 | > loss_disc: 2.50620436668396 (2.4389891624450684) | > loss_disc_real_0: 0.2475278079509735 (0.2509160339832306) | > loss_disc_real_1: 0.20564159750938416 (0.20090268552303314) | > loss_disc_real_2: 0.20709753036499023 (0.22111175954341888) | > loss_disc_real_3: 0.24076446890830994 (0.23184340447187424) | > loss_disc_real_4: 0.22154349088668823 (0.21223875135183334) | > loss_disc_real_5: 0.25481978058815 (0.24824807792901993) | > loss_0: 2.50620436668396 (2.4389891624450684) | > loss_gen: 2.5987486839294434 (2.7114464044570923) | > loss_kl: 2.1822924613952637 (2.1318538188934326) | > loss_feat: 6.902003765106201 (7.70383095741272) | > loss_mel: 13.3108549118042 (14.566032886505127) | > loss_duration: 1.5890922546386719 (1.6374037265777588) | > loss_1: 26.582992553710938 (28.75056743621826)  --> STEP: 3 | > loss_disc: 2.471604824066162 (2.4498610496520996) | > loss_disc_real_0: 0.25351572036743164 (0.2517825961112976) | > loss_disc_real_1: 0.2182554304599762 (0.2066869338353475) | > loss_disc_real_2: 0.2421339601278305 (0.22811915973822275) | > loss_disc_real_3: 0.22226913273334503 (0.22865198055903116) | > loss_disc_real_4: 0.21246477961540222 (0.2123140941063563) | > loss_disc_real_5: 0.24197711050510406 (0.24615775545438132) | > loss_0: 2.471604824066162 (2.4498610496520996) | > loss_gen: 2.694988250732422 (2.7059603532155356) | > loss_kl: 2.106506586074829 (2.1234047412872314) | > loss_feat: 7.370765209197998 (7.5928090413411455) | > loss_mel: 14.477668762207031 (14.536578178405762) | > loss_duration: 1.652559518814087 (1.6424556573232014) | > loss_1: 28.302488327026367 (28.601207733154297)  --> STEP: 4 | > loss_disc: 2.5287976264953613 (2.469595193862915) | > loss_disc_real_0: 0.27676817774772644 (0.2580289915204048) | > loss_disc_real_1: 0.21941424906253815 (0.20986876264214516) | > loss_disc_real_2: 0.23183698952198029 (0.22904861718416214) | > loss_disc_real_3: 0.24762724339962006 (0.2333957962691784) | > loss_disc_real_4: 0.23030969500541687 (0.21681299433112144) | > loss_disc_real_5: 0.24453076720237732 (0.2457510083913803) | > loss_0: 2.5287976264953613 (2.469595193862915) | > loss_gen: 2.6125118732452393 (2.6825982332229614) | > loss_kl: 2.12188720703125 (2.123025357723236) | > loss_feat: 6.089546203613281 (7.21699333190918) | > loss_mel: 11.799501419067383 (13.852308988571167) | > loss_duration: 1.7450573444366455 (1.6681060791015625) | > loss_1: 24.368505477905273 (27.54303216934204)  --> STEP: 5 | > loss_disc: 2.328932762145996 (2.4414627075195314) | > loss_disc_real_0: 0.2230607122182846 (0.25103533565998076) | > loss_disc_real_1: 0.22910919785499573 (0.21371684968471527) | > loss_disc_real_2: 0.18751148879528046 (0.2207411915063858) | > loss_disc_real_3: 0.18857575953006744 (0.2244317889213562) | > loss_disc_real_4: 0.19554732739925385 (0.21255986094474794) | > loss_disc_real_5: 0.3212314546108246 (0.26084709763526914) | > loss_0: 2.328932762145996 (2.4414627075195314) | > loss_gen: 2.7208049297332764 (2.6902395725250243) | > loss_kl: 1.762656331062317 (2.0509515523910524) | > loss_feat: 9.035344123840332 (7.58066349029541) | > loss_mel: 17.739105224609375 (14.629668235778809) | > loss_duration: 1.5472016334533691 (1.6439251899719238) | > loss_1: 32.805110931396484 (28.59544792175293) --> EVAL PERFORMANCE | > avg_loader_time: 0.15401716232299806 (-0.0020046234130859375) | > avg_loss_disc: 2.4414627075195314 (+0.06911735534667995) | > avg_loss_disc_real_0: 0.25103533565998076 (+0.13793480247259138) | > avg_loss_disc_real_1: 0.21371684968471527 (-0.005035468935966486) | > avg_loss_disc_real_2: 0.2207411915063858 (+0.0182982325553894) | > avg_loss_disc_real_3: 0.2244317889213562 (-0.037431815266609186) | > avg_loss_disc_real_4: 0.21255986094474794 (-0.012737357616424555) | > avg_loss_disc_real_5: 0.26084709763526914 (+0.03984586000442503) | > avg_loss_0: 2.4414627075195314 (+0.06911735534667995) | > avg_loss_gen: 2.6902395725250243 (+0.2656388282775879) | > avg_loss_kl: 2.0509515523910524 (+0.03211281299591073) | > avg_loss_feat: 7.58066349029541 (-0.18227005004882812) | > avg_loss_mel: 14.629668235778809 (-0.3174846649169929) | > avg_loss_duration: 1.6439251899719238 (+0.0012583255767821822) | > avg_loss_1: 28.59544792175293 (-0.20074462890625)  > EPOCH: 44/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 04:07:44)   --> TIME: 2025-02-20 04:08:11 -- STEP: 31/924 -- GLOBAL_STEP: 86550 | > loss_disc: 2.1552586555480957 (2.22656491879494) | > loss_disc_real_0: 0.05965607985854149 (0.10464042365070313) | > loss_disc_real_1: 0.17987775802612305 (0.19533220942943327) | > loss_disc_real_2: 0.20366758108139038 (0.20516154073899792) | > loss_disc_real_3: 0.19259235262870789 (0.20489971051293035) | > loss_disc_real_4: 0.18312348425388336 (0.2126912368882087) | > loss_disc_real_5: 0.19353458285331726 (0.20553880353127757) | > loss_0: 2.1552586555480957 (2.22656491879494) | > grad_norm_0: tensor(62.1472, device='cuda:0') (tensor(50.8690, device='cuda:0')) | > loss_gen: 2.782984972000122 (2.7508508774542038) | > loss_kl: 2.404458522796631 (2.2232944503907235) | > loss_feat: 8.976940155029297 (8.46515541691934) | > loss_mel: 16.395456314086914 (15.297662796512727) | > loss_duration: 1.6421045064926147 (1.6139983438676404) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.20194625854492 (30.350962115872292) | > grad_norm_1: tensor(1609.9618, device='cuda:0') (tensor(952.0847, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.7457 (0.7801930981297647) | > loader_time: 0.0095 (0.010837262676608178)  --> TIME: 2025-02-20 04:08:51 -- STEP: 81/924 -- GLOBAL_STEP: 86600 | > loss_disc: 2.131328582763672 (2.229541568108548) | > loss_disc_real_0: 0.0646229162812233 (0.11284048068854544) | > loss_disc_real_1: 0.17489993572235107 (0.1923925271372736) | > loss_disc_real_2: 0.19847749173641205 (0.2040230471778799) | > loss_disc_real_3: 0.20616468787193298 (0.20561112113940863) | > loss_disc_real_4: 0.20367629826068878 (0.21272583029888295) | > loss_disc_real_5: 0.22828826308250427 (0.2056497432935385) | > loss_0: 2.131328582763672 (2.229541568108548) | > grad_norm_0: tensor(23.8404, device='cuda:0') (tensor(56.5507, device='cuda:0')) | > loss_gen: 2.8401808738708496 (2.7596298264868464) | > loss_kl: 2.256410837173462 (2.2171690876101255) | > loss_feat: 8.180445671081543 (8.393152154522175) | > loss_mel: 15.476049423217773 (15.253831463095583) | > loss_duration: 1.5936548709869385 (1.6177356905407376) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.346742630004883 (30.24151837384259) | > grad_norm_1: tensor(856.4797, device='cuda:0') (tensor(1026.1433, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.8078 (0.7820456763844431) | > loader_time: 0.011 (0.011336750454372827)  --> TIME: 2025-02-20 04:09:31 -- STEP: 131/924 -- GLOBAL_STEP: 86650 | > loss_disc: 2.4303407669067383 (2.224006942210307) | > loss_disc_real_0: 0.07335052639245987 (0.10710710568623688) | > loss_disc_real_1: 0.19722679257392883 (0.1927104644647991) | > loss_disc_real_2: 0.2118809074163437 (0.20508377822755858) | > loss_disc_real_3: 0.1967237889766693 (0.20627335146183276) | > loss_disc_real_4: 0.2535153925418854 (0.2133160292647267) | > loss_disc_real_5: 0.2207552045583725 (0.20462468402986309) | > loss_0: 2.4303407669067383 (2.224006942210307) | > grad_norm_0: tensor(18.8676, device='cuda:0') (tensor(56.2701, device='cuda:0')) | > loss_gen: 2.306225299835205 (2.777200327574752) | > loss_kl: 2.139697551727295 (2.2140870157998926) | > loss_feat: 8.108318328857422 (8.467293317081364) | > loss_mel: 14.269380569458008 (15.224515085001938) | > loss_duration: 1.6537939310073853 (1.6196459295185468) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.477415084838867 (30.302741742316094) | > grad_norm_1: tensor(338.6003, device='cuda:0') (tensor(953.9256, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.8096 (0.7824119265752895) | > loader_time: 0.0112 (0.01130514836493339)  --> TIME: 2025-02-20 04:10:11 -- STEP: 181/924 -- GLOBAL_STEP: 86700 | > loss_disc: 2.4084506034851074 (2.233741203065734) | > loss_disc_real_0: 0.13035960495471954 (0.11226147769317442) | > loss_disc_real_1: 0.19245421886444092 (0.1922497291591286) | > loss_disc_real_2: 0.2016390562057495 (0.20420408495881937) | > loss_disc_real_3: 0.2210569977760315 (0.2064575478846197) | > loss_disc_real_4: 0.20064182579517365 (0.21379284099649984) | > loss_disc_real_5: 0.21843290328979492 (0.20460078844707977) | > loss_0: 2.4084506034851074 (2.233741203065734) | > grad_norm_0: tensor(124.0326, device='cuda:0') (tensor(63.1464, device='cuda:0')) | > loss_gen: 2.6130378246307373 (2.7654327740326785) | > loss_kl: 2.254852533340454 (2.22296556254118) | > loss_feat: 8.112763404846191 (8.454916079399997) | > loss_mel: 14.34386920928955 (15.241927030995406) | > loss_duration: 1.6263835430145264 (1.617748822955137) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.950904846191406 (30.302990328541117) | > grad_norm_1: tensor(1105.7198, device='cuda:0') (tensor(1021.8061, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.7777 (0.7830137323938022) | > loader_time: 0.0106 (0.011310560268591782)  --> TIME: 2025-02-20 04:10:51 -- STEP: 231/924 -- GLOBAL_STEP: 86750 | > loss_disc: 2.2403948307037354 (2.2370074868718257) | > loss_disc_real_0: 0.05211055278778076 (0.11412035609349544) | > loss_disc_real_1: 0.19991788268089294 (0.19288458729977215) | > loss_disc_real_2: 0.2343807816505432 (0.2043383426609493) | > loss_disc_real_3: 0.21749335527420044 (0.2067654895318019) | > loss_disc_real_4: 0.1842583417892456 (0.21370684590948605) | > loss_disc_real_5: 0.19206780195236206 (0.2048183151266792) | > loss_0: 2.2403948307037354 (2.2370074868718257) | > grad_norm_0: tensor(121.4982, device='cuda:0') (tensor(65.4453, device='cuda:0')) | > loss_gen: 2.760800838470459 (2.762354901342682) | > loss_kl: 2.4342732429504395 (2.2237956978025855) | > loss_feat: 8.727185249328613 (8.468221303188445) | > loss_mel: 15.374079704284668 (15.266003633474375) | > loss_duration: 1.6118009090423584 (1.6193540411078053) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.908140182495117 (30.33972963110193) | > grad_norm_1: tensor(1451.4230, device='cuda:0') (tensor(1036.0532, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.7583 (0.7835472672532647) | > loader_time: 0.0102 (0.011288462263165098)  --> TIME: 2025-02-20 04:11:30 -- STEP: 281/924 -- GLOBAL_STEP: 86800 | > loss_disc: 2.3557446002960205 (2.239979438510229) | > loss_disc_real_0: 0.2174322009086609 (0.11573136833851023) | > loss_disc_real_1: 0.16542336344718933 (0.19268061703210204) | > loss_disc_real_2: 0.17950496077537537 (0.20426686076294906) | > loss_disc_real_3: 0.250554621219635 (0.20690326493405786) | > loss_disc_real_4: 0.20992638170719147 (0.21351624786641668) | > loss_disc_real_5: 0.20209670066833496 (0.20470207044026187) | > loss_0: 2.3557446002960205 (2.239979438510229) | > grad_norm_0: tensor(107.0696, device='cuda:0') (tensor(67.6143, device='cuda:0')) | > loss_gen: 2.694984197616577 (2.7691805557848306) | > loss_kl: 2.190884590148926 (2.214378701410257) | > loss_feat: 7.768083572387695 (8.484926517323668) | > loss_mel: 14.88283920288086 (15.290048073195054) | > loss_duration: 1.581181526184082 (1.62048641685065) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.11797332763672 (30.379020304018066) | > grad_norm_1: tensor(842.8993, device='cuda:0') (tensor(1020.2052, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.7842 (0.7827521498941442) | > loader_time: 0.0106 (0.011278381551287776)  --> TIME: 2025-02-20 04:12:11 -- STEP: 331/924 -- GLOBAL_STEP: 86850 | > loss_disc: 2.249135971069336 (2.240971375808252) | > loss_disc_real_0: 0.2168283313512802 (0.11580325049711138) | > loss_disc_real_1: 0.18652015924453735 (0.19329522694165632) | > loss_disc_real_2: 0.19218795001506805 (0.20409764835661628) | > loss_disc_real_3: 0.2086869478225708 (0.20688621204605276) | > loss_disc_real_4: 0.2038598507642746 (0.21316033052533762) | > loss_disc_real_5: 0.21677416563034058 (0.20556559411420564) | > loss_0: 2.249135971069336 (2.240971375808252) | > grad_norm_0: tensor(183.0835, device='cuda:0') (tensor(66.5255, device='cuda:0')) | > loss_gen: 2.9756526947021484 (2.763649257648388) | > loss_kl: 2.265472412109375 (2.2167125709827555) | > loss_feat: 8.087352752685547 (8.468790283375997) | > loss_mel: 13.942835807800293 (15.297896725173443) | > loss_duration: 1.6472055912017822 (1.6201211678657648) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.918519973754883 (30.367170063030322) | > grad_norm_1: tensor(1115.4368, device='cuda:0') (tensor(1042.8202, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.772 (0.7839138983239579) | > loader_time: 0.0108 (0.011306596306515605)  --> TIME: 2025-02-20 04:12:51 -- STEP: 381/924 -- GLOBAL_STEP: 86900 | > loss_disc: 2.259087324142456 (2.2464908621129687) | > loss_disc_real_0: 0.11498870700597763 (0.11774785399163176) | > loss_disc_real_1: 0.20285721123218536 (0.19357896226597598) | > loss_disc_real_2: 0.20738723874092102 (0.203967266234513) | > loss_disc_real_3: 0.21665719151496887 (0.20719040206723952) | > loss_disc_real_4: 0.20372718572616577 (0.2137225622267234) | > loss_disc_real_5: 0.19317303597927094 (0.20584180301881524) | > loss_0: 2.259087324142456 (2.2464908621129687) | > grad_norm_0: tensor(69.2568, device='cuda:0') (tensor(69.1183, device='cuda:0')) | > loss_gen: 2.8832151889801025 (2.7610793614324924) | > loss_kl: 2.3254666328430176 (2.2249477867066365) | > loss_feat: 8.15132999420166 (8.44806595174033) | > loss_mel: 15.507535934448242 (15.293569054190568) | > loss_duration: 1.601121425628662 (1.620085490970161) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.468669891357422 (30.347747712623416) | > grad_norm_1: tensor(1147.8250, device='cuda:0') (tensor(1043.8816, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.7452 (0.7835612891540126) | > loader_time: 0.014 (0.011290712932276284)  --> TIME: 2025-02-20 04:13:31 -- STEP: 431/924 -- GLOBAL_STEP: 86950 | > loss_disc: 2.3250279426574707 (2.2421900429471155) | > loss_disc_real_0: 0.08354634791612625 (0.11523349569319573) | > loss_disc_real_1: 0.21609804034233093 (0.19367761014509102) | > loss_disc_real_2: 0.2749802768230438 (0.20450244311528523) | > loss_disc_real_3: 0.22130164504051208 (0.2070799157403738) | > loss_disc_real_4: 0.26765817403793335 (0.21366951467681086) | > loss_disc_real_5: 0.26374900341033936 (0.20554059055869375) | > loss_0: 2.3250279426574707 (2.2421900429471155) | > grad_norm_0: tensor(16.5159, device='cuda:0') (tensor(67.8727, device='cuda:0')) | > loss_gen: 2.707336187362671 (2.7710891400578395) | > loss_kl: 2.2150723934173584 (2.2230364288918616) | > loss_feat: 6.806139945983887 (8.479187769568979) | > loss_mel: 12.89102554321289 (15.312205310210828) | > loss_duration: 1.585620403289795 (1.6204621302279407) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.205196380615234 (30.40598086027424) | > grad_norm_1: tensor(653.5753, device='cuda:0') (tensor(1019.1638, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.7986 (0.784999650481682) | > loader_time: 0.0107 (0.011349711783247587)  --> TIME: 2025-02-20 04:14:11 -- STEP: 481/924 -- GLOBAL_STEP: 87000 | > loss_disc: 2.2402257919311523 (2.2438735124227134) | > loss_disc_real_0: 0.13477110862731934 (0.11528303022660981) | > loss_disc_real_1: 0.21005773544311523 (0.19342719009165468) | > loss_disc_real_2: 0.18558023869991302 (0.204442903430447) | > loss_disc_real_3: 0.18864037096500397 (0.20761895421388987) | > loss_disc_real_4: 0.2072564959526062 (0.21359518697009008) | > loss_disc_real_5: 0.2117641270160675 (0.20578988534621043) | > loss_0: 2.2402257919311523 (2.2438735124227134) | > grad_norm_0: tensor(84.9069, device='cuda:0') (tensor(68.0311, device='cuda:0')) | > loss_gen: 2.7274434566497803 (2.7653134270666038) | > loss_kl: 2.058835506439209 (2.2149816330158267) | > loss_feat: 7.629922866821289 (8.460011308753307) | > loss_mel: 13.641057014465332 (15.290190492499148) | > loss_duration: 1.6162148714065552 (1.6207008877316036) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.673473358154297 (30.351197847457538) | > grad_norm_1: tensor(1270.8395, device='cuda:0') (tensor(1024.6754, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.7873 (0.7852172177447597) | > loader_time: 0.0135 (0.011344806568042648) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_87000.pth  --> TIME: 2025-02-20 04:14:53 -- STEP: 531/924 -- GLOBAL_STEP: 87050 | > loss_disc: 2.2442243099212646 (2.2411177472655135) | > loss_disc_real_0: 0.10085874050855637 (0.11563679434906293) | > loss_disc_real_1: 0.1966695785522461 (0.1931764193566731) | > loss_disc_real_2: 0.20560960471630096 (0.20403908538279558) | > loss_disc_real_3: 0.24933870136737823 (0.20739565806537025) | > loss_disc_real_4: 0.2139134556055069 (0.21327524086400831) | > loss_disc_real_5: 0.21237538754940033 (0.2055186724146432) | > loss_0: 2.2442243099212646 (2.2411177472655135) | > grad_norm_0: tensor(60.5265, device='cuda:0') (tensor(68.7770, device='cuda:0')) | > loss_gen: 2.641745090484619 (2.7672492779805378) | > loss_kl: 2.1168951988220215 (2.21110095412044) | > loss_feat: 8.456576347351074 (8.473523338411256) | > loss_mel: 14.997489929199219 (15.290164766114087) | > loss_duration: 1.633052945137024 (1.6208693577071367) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.84575843811035 (30.362907783235308) | > grad_norm_1: tensor(1524.0687, device='cuda:0') (tensor(1052.1775, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.7977 (0.7846732539196697) | > loader_time: 0.0104 (0.011345581819782145)  --> TIME: 2025-02-20 04:15:34 -- STEP: 581/924 -- GLOBAL_STEP: 87100 | > loss_disc: 2.2705602645874023 (2.239644528871558) | > loss_disc_real_0: 0.1525246948003769 (0.114853380776929) | > loss_disc_real_1: 0.18518827855587006 (0.19317266155233082) | > loss_disc_real_2: 0.23612181842327118 (0.20406620902058992) | > loss_disc_real_3: 0.22628745436668396 (0.20723969508571588) | > loss_disc_real_4: 0.22308190166950226 (0.21325478434767858) | > loss_disc_real_5: 0.18876291811466217 (0.20533009417188355) | > loss_0: 2.2705602645874023 (2.239644528871558) | > grad_norm_0: tensor(130.2836, device='cuda:0') (tensor(68.9649, device='cuda:0')) | > loss_gen: 2.8948891162872314 (2.7702687656612683) | > loss_kl: 2.076968193054199 (2.208534076373874) | > loss_feat: 7.884352207183838 (8.47748678932911) | > loss_mel: 14.674466133117676 (15.274019085396588) | > loss_duration: 1.6179218292236328 (1.6209626286042131) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.14859962463379 (30.3512714471341) | > grad_norm_1: tensor(1168.1687, device='cuda:0') (tensor(1046.6974, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.7162 (0.7846960159669442) | > loader_time: 0.0086 (0.011299449277211382)  --> TIME: 2025-02-20 04:16:14 -- STEP: 631/924 -- GLOBAL_STEP: 87150 | > loss_disc: 2.185462474822998 (2.2396170853057096) | > loss_disc_real_0: 0.08455143868923187 (0.11516674870120369) | > loss_disc_real_1: 0.2000439614057541 (0.19313713223356088) | > loss_disc_real_2: 0.2144247144460678 (0.20383554149165198) | > loss_disc_real_3: 0.18118567764759064 (0.20726798172514704) | > loss_disc_real_4: 0.19755101203918457 (0.21325318470431961) | > loss_disc_real_5: 0.2243989109992981 (0.20535367089670548) | > loss_0: 2.185462474822998 (2.2396170853057096) | > grad_norm_0: tensor(49.8139, device='cuda:0') (tensor(69.3689, device='cuda:0')) | > loss_gen: 2.622434139251709 (2.770364509709473) | > loss_kl: 2.1055655479431152 (2.209895308346452) | > loss_feat: 7.871662139892578 (8.481485780180906) | > loss_mel: 14.610554695129395 (15.269976402802627) | > loss_duration: 1.638899564743042 (1.6205665609915922) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.849117279052734 (30.352288643645032) | > grad_norm_1: tensor(1350.7623, device='cuda:0') (tensor(1058.6182, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.7638 (0.7846484580999699) | > loader_time: 0.0108 (0.011296350869059373)  --> TIME: 2025-02-20 04:16:54 -- STEP: 681/924 -- GLOBAL_STEP: 87200 | > loss_disc: 2.1572115421295166 (2.2405485846047526) | > loss_disc_real_0: 0.12457479536533356 (0.115346237048835) | > loss_disc_real_1: 0.15654034912586212 (0.1930778547355608) | > loss_disc_real_2: 0.19621014595031738 (0.2037076326893989) | > loss_disc_real_3: 0.20580333471298218 (0.20734504169391982) | > loss_disc_real_4: 0.2205849587917328 (0.21327932607847513) | > loss_disc_real_5: 0.1933242678642273 (0.20573144634739768) | > loss_0: 2.1572115421295166 (2.2405485846047526) | > grad_norm_0: tensor(40.8382, device='cuda:0') (tensor(69.1695, device='cuda:0')) | > loss_gen: 2.819988250732422 (2.771710413668123) | > loss_kl: 2.2464962005615234 (2.210471145031911) | > loss_feat: 8.48856258392334 (8.485758028016377) | > loss_mel: 14.790214538574219 (15.274264898594256) | > loss_duration: 1.5869922637939453 (1.6204072615123526) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.932252883911133 (30.362611815442772) | > grad_norm_1: tensor(1130.8524, device='cuda:0') (tensor(1047.6741, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.8009 (0.7849552547354006) | > loader_time: 0.0118 (0.011309590458694882)  --> TIME: 2025-02-20 04:17:34 -- STEP: 731/924 -- GLOBAL_STEP: 87250 | > loss_disc: 2.2431278228759766 (2.2419383475294516) | > loss_disc_real_0: 0.040360286831855774 (0.11666935028459896) | > loss_disc_real_1: 0.15095138549804688 (0.1929604913606201) | > loss_disc_real_2: 0.19309692084789276 (0.2036376769581832) | > loss_disc_real_3: 0.20535466074943542 (0.2074926864921475) | > loss_disc_real_4: 0.18130835890769958 (0.21325726010078608) | > loss_disc_real_5: 0.1876029074192047 (0.20560515950218597) | > loss_0: 2.2431278228759766 (2.2419383475294516) | > grad_norm_0: tensor(50.3341, device='cuda:0') (tensor(68.5365, device='cuda:0')) | > loss_gen: 2.864678382873535 (2.7701816744745673) | > loss_kl: 2.3080475330352783 (2.213135324489893) | > loss_feat: 10.39286994934082 (8.489833463233072) | > loss_mel: 17.144189834594727 (15.283049512985793) | > loss_duration: 1.6296334266662598 (1.6206771874069024) | > amp_scaler: 128.0 (128.0) | > loss_1: 34.339420318603516 (30.376877232876424) | > grad_norm_1: tensor(1717.0507, device='cuda:0') (tensor(1050.9526, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.8016 (0.7852355713068054) | > loader_time: 0.0109 (0.011328343653646279)  --> TIME: 2025-02-20 04:18:14 -- STEP: 781/924 -- GLOBAL_STEP: 87300 | > loss_disc: 2.235971212387085 (2.243396712479002) | > loss_disc_real_0: 0.10793574899435043 (0.11738234181696416) | > loss_disc_real_1: 0.16330130398273468 (0.1931275795005196) | > loss_disc_real_2: 0.21724778413772583 (0.20354413711459926) | > loss_disc_real_3: 0.1922818422317505 (0.20747873396940628) | > loss_disc_real_4: 0.1986408680677414 (0.21326289283023447) | > loss_disc_real_5: 0.1928614377975464 (0.2058095738921367) | > loss_0: 2.235971212387085 (2.243396712479002) | > grad_norm_0: tensor(95.7016, device='cuda:0') (tensor(67.9713, device='cuda:0')) | > loss_gen: 2.5385146141052246 (2.76669737868364) | > loss_kl: 2.256964683532715 (2.2114266074726445) | > loss_feat: 8.428633689880371 (8.479756992086099) | > loss_mel: 15.795782089233398 (15.28809541318847) | > loss_duration: 1.5928709506988525 (1.621278486086983) | > amp_scaler: 128.0 (128.32778489116507) | > loss_1: 30.61276626586914 (30.367254943456906) | > grad_norm_1: tensor(1285.0983, device='cuda:0') (tensor(1068.2708, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.7596 (0.7854094740370631) | > loader_time: 0.0102 (0.011330171370170486)  --> TIME: 2025-02-20 04:18:54 -- STEP: 831/924 -- GLOBAL_STEP: 87350 | > loss_disc: 2.232879161834717 (2.2437478619505513) | > loss_disc_real_0: 0.09674160927534103 (0.11775061189366237) | > loss_disc_real_1: 0.17278963327407837 (0.1930172552951981) | > loss_disc_real_2: 0.21695366501808167 (0.2034188724166649) | > loss_disc_real_3: 0.20785875618457794 (0.20739001381770217) | > loss_disc_real_4: 0.25063663721084595 (0.21323442591800298) | > loss_disc_real_5: 0.23334860801696777 (0.20600573745445225) | > loss_0: 2.232879161834717 (2.2437478619505513) | > grad_norm_0: tensor(46.8975, device='cuda:0') (tensor(68.4635, device='cuda:0')) | > loss_gen: 2.652139663696289 (2.7680548577245543) | > loss_kl: 2.1472551822662354 (2.211905308005039) | > loss_feat: 8.599700927734375 (8.483658043486113) | > loss_mel: 15.727863311767578 (15.294962777414334) | > loss_duration: 1.6337884664535522 (1.6208685744109994) | > amp_scaler: 128.0 (128.30806257521047) | > loss_1: 30.7607479095459 (30.37944961713109) | > grad_norm_1: tensor(1244.1908, device='cuda:0') (tensor(1068.6479, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.8086 (0.7851599287039969) | > loader_time: 0.0111 (0.011312091393591265)  --> TIME: 2025-02-20 04:19:34 -- STEP: 881/924 -- GLOBAL_STEP: 87400 | > loss_disc: 2.2526495456695557 (2.242911981399703) | > loss_disc_real_0: 0.21713639795780182 (0.11766051557908741) | > loss_disc_real_1: 0.21460261940956116 (0.19301735311239185) | > loss_disc_real_2: 0.21445631980895996 (0.20339601776994987) | > loss_disc_real_3: 0.17825435101985931 (0.20729583914515373) | > loss_disc_real_4: 0.21576665341854095 (0.2132147331547656) | > loss_disc_real_5: 0.20662109553813934 (0.20575373850669817) | > loss_0: 2.2526495456695557 (2.242911981399703) | > grad_norm_0: tensor(198.8256, device='cuda:0') (tensor(67.9075, device='cuda:0')) | > loss_gen: 3.014810085296631 (2.767426016923383) | > loss_kl: 2.126260280609131 (2.20960268435765) | > loss_feat: 9.17647933959961 (8.483395276627121) | > loss_mel: 16.23942756652832 (15.303596779112107) | > loss_duration: 1.620391607284546 (1.6210515653369915) | > amp_scaler: 128.0 (128.29057888762756) | > loss_1: 32.1773681640625 (30.385072387712633) | > grad_norm_1: tensor(1468.8386, device='cuda:0') (tensor(1074.2794, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.7647 (0.7850623488020276) | > loader_time: 0.0106 (0.011314300078133313)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.36763334274292 (2.36763334274292) | > loss_disc_real_0: 0.10967832803726196 (0.10967832803726196) | > loss_disc_real_1: 0.2290739268064499 (0.2290739268064499) | > loss_disc_real_2: 0.235635906457901 (0.235635906457901) | > loss_disc_real_3: 0.26684239506721497 (0.26684239506721497) | > loss_disc_real_4: 0.23171837627887726 (0.23171837627887726) | > loss_disc_real_5: 0.169094979763031 (0.169094979763031) | > loss_0: 2.36763334274292 (2.36763334274292) | > loss_gen: 2.546369791030884 (2.546369791030884) | > loss_kl: 2.1066200733184814 (2.1066200733184814) | > loss_feat: 7.594151496887207 (7.594151496887207) | > loss_mel: 13.203401565551758 (13.203401565551758) | > loss_duration: 1.680005669593811 (1.680005669593811) | > loss_1: 27.13054847717285 (27.13054847717285)  --> STEP: 1 | > loss_disc: 2.578023910522461 (2.578023910522461) | > loss_disc_real_0: 0.15772756934165955 (0.15772756934165955) | > loss_disc_real_1: 0.24683621525764465 (0.24683621525764465) | > loss_disc_real_2: 0.23508813977241516 (0.23508813977241516) | > loss_disc_real_3: 0.2559376358985901 (0.2559376358985901) | > loss_disc_real_4: 0.2655523419380188 (0.2655523419380188) | > loss_disc_real_5: 0.23092339932918549 (0.23092339932918549) | > loss_0: 2.578023910522461 (2.578023910522461) | > loss_gen: 2.268768310546875 (2.268768310546875) | > loss_kl: 2.059380054473877 (2.059380054473877) | > loss_feat: 5.3804402351379395 (5.3804402351379395) | > loss_mel: 10.557671546936035 (10.557671546936035) | > loss_duration: 1.6745350360870361 (1.6745350360870361) | > loss_1: 21.9407958984375 (21.9407958984375)  --> STEP: 2 | > loss_disc: 2.1987416744232178 (2.3883827924728394) | > loss_disc_real_0: 0.09239789098501205 (0.1250627301633358) | > loss_disc_real_1: 0.23551063239574432 (0.2411734238266945) | > loss_disc_real_2: 0.1925213634967804 (0.21380475163459778) | > loss_disc_real_3: 0.24429316818714142 (0.25011540204286575) | > loss_disc_real_4: 0.23744648694992065 (0.2514994144439697) | > loss_disc_real_5: 0.1654452383518219 (0.1981843188405037) | > loss_0: 2.1987416744232178 (2.3883827924728394) | > loss_gen: 2.673645257949829 (2.471206784248352) | > loss_kl: 2.1511359214782715 (2.105257987976074) | > loss_feat: 8.795804023742676 (7.088122129440308) | > loss_mel: 15.230737686157227 (12.89420461654663) | > loss_duration: 1.5676193237304688 (1.6210771799087524) | > loss_1: 30.418941497802734 (26.179868698120117)  --> STEP: 3 | > loss_disc: 2.171590566635132 (2.3161187171936035) | > loss_disc_real_0: 0.09312520921230316 (0.11441688984632492) | > loss_disc_real_1: 0.22749723494052887 (0.23661469419797262) | > loss_disc_real_2: 0.19989502429962158 (0.20916817585627237) | > loss_disc_real_3: 0.24775217473506927 (0.2493276596069336) | > loss_disc_real_4: 0.23874977231025696 (0.24724953373273215) | > loss_disc_real_5: 0.17872488498687744 (0.19169784088929495) | > loss_0: 2.171590566635132 (2.3161187171936035) | > loss_gen: 2.7488694190979004 (2.563760995864868) | > loss_kl: 2.0269908905029297 (2.079168955485026) | > loss_feat: 8.518158912658691 (7.564801057179769) | > loss_mel: 15.250466346740723 (13.679625193277994) | > loss_duration: 1.654555320739746 (1.6322365601857503) | > loss_1: 30.199039459228516 (27.51959228515625)  --> STEP: 4 | > loss_disc: 2.405102252960205 (2.338364601135254) | > loss_disc_real_0: 0.12403620779514313 (0.11682171933352947) | > loss_disc_real_1: 0.23729203641414642 (0.23678402975201607) | > loss_disc_real_2: 0.24664172530174255 (0.21853656321763992) | > loss_disc_real_3: 0.282129168510437 (0.25752803683280945) | > loss_disc_real_4: 0.2488410621881485 (0.24764741584658623) | > loss_disc_real_5: 0.17946895956993103 (0.18864062055945396) | > loss_0: 2.405102252960205 (2.338364601135254) | > loss_gen: 2.5653481483459473 (2.564157783985138) | > loss_kl: 1.9007318019866943 (2.034559667110443) | > loss_feat: 7.341086387634277 (7.508872389793396) | > loss_mel: 13.821725845336914 (13.715150356292725) | > loss_duration: 1.7471115589141846 (1.6609553098678589) | > loss_1: 27.376005172729492 (27.48369550704956)  --> STEP: 5 | > loss_disc: 2.2602663040161133 (2.322744941711426) | > loss_disc_real_0: 0.09304099529981613 (0.11206557452678681) | > loss_disc_real_1: 0.28914934396743774 (0.2472570925951004) | > loss_disc_real_2: 0.1651933193206787 (0.20786791443824768) | > loss_disc_real_3: 0.35862356424331665 (0.2777471423149109) | > loss_disc_real_4: 0.2644703984260559 (0.25101201236248016) | > loss_disc_real_5: 0.14361613988876343 (0.17963572442531586) | > loss_0: 2.2602663040161133 (2.322744941711426) | > loss_gen: 3.0144662857055664 (2.6542194843292237) | > loss_kl: 2.106995105743408 (2.049046754837036) | > loss_feat: 9.230026245117188 (7.853103160858154) | > loss_mel: 17.06096839904785 (14.38431396484375) | > loss_duration: 1.4934600591659546 (1.627456259727478) | > loss_1: 32.90591812133789 (28.568140029907227) --> EVAL PERFORMANCE | > avg_loader_time: 0.15221819877624512 (-0.0017989635467529352) | > avg_loss_disc: 2.322744941711426 (-0.11871776580810556) | > avg_loss_disc_real_0: 0.11206557452678681 (-0.13896976113319395) | > avg_loss_disc_real_1: 0.2472570925951004 (+0.033540242910385126) | > avg_loss_disc_real_2: 0.20786791443824768 (-0.012873277068138123) | > avg_loss_disc_real_3: 0.2777471423149109 (+0.05331535339355467) | > avg_loss_disc_real_4: 0.25101201236248016 (+0.03845215141773223) | > avg_loss_disc_real_5: 0.17963572442531586 (-0.08121137320995328) | > avg_loss_0: 2.322744941711426 (-0.11871776580810556) | > avg_loss_gen: 2.6542194843292237 (-0.036020088195800604) | > avg_loss_kl: 2.049046754837036 (-0.001904797554016291) | > avg_loss_feat: 7.853103160858154 (+0.2724396705627443) | > avg_loss_mel: 14.38431396484375 (-0.24535427093505824) | > avg_loss_duration: 1.627456259727478 (-0.016468930244445845) | > avg_loss_1: 28.568140029907227 (-0.027307891845701704)  > EPOCH: 45/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 04:20:16)   --> TIME: 2025-02-20 04:20:24 -- STEP: 7/924 -- GLOBAL_STEP: 87450 | > loss_disc: 2.1882638931274414 (2.222724982670375) | > loss_disc_real_0: 0.07222189754247665 (0.0957546920648643) | > loss_disc_real_1: 0.1519838273525238 (0.18343584878104074) | > loss_disc_real_2: 0.22610901296138763 (0.2167301880461829) | > loss_disc_real_3: 0.23585546016693115 (0.20776789103235518) | > loss_disc_real_4: 0.21635542809963226 (0.21166789744581496) | > loss_disc_real_5: 0.22413310408592224 (0.21361362295491354) | > loss_0: 2.1882638931274414 (2.222724982670375) | > grad_norm_0: tensor(111.2567, device='cuda:0') (tensor(65.4144, device='cuda:0')) | > loss_gen: 2.9606313705444336 (2.7957184995923723) | > loss_kl: 2.4029457569122314 (2.198762961796352) | > loss_feat: 9.22453784942627 (8.842978818075997) | > loss_mel: 16.84947967529297 (15.705987521580287) | > loss_duration: 1.5783474445343018 (1.5970245088849748) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.01594161987305 (31.14047132219587) | > grad_norm_1: tensor(1344.3755, device='cuda:0') (tensor(1004.6002, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.7946 (0.7809045655386788) | > loader_time: 0.0106 (0.011060816901070731)  --> TIME: 2025-02-20 04:21:04 -- STEP: 57/924 -- GLOBAL_STEP: 87500 | > loss_disc: 2.3014893531799316 (2.2707988337466585) | > loss_disc_real_0: 0.11370796710252762 (0.1223540519805331) | > loss_disc_real_1: 0.19241052865982056 (0.1936860923704348) | > loss_disc_real_2: 0.1906747668981552 (0.20867792451590822) | > loss_disc_real_3: 0.19278855621814728 (0.20904548021785) | > loss_disc_real_4: 0.2029428780078888 (0.21325294385876573) | > loss_disc_real_5: 0.21378736197948456 (0.20591983617397777) | > loss_0: 2.3014893531799316 (2.2707988337466585) | > grad_norm_0: tensor(57.6452, device='cuda:0') (tensor(71.2879, device='cuda:0')) | > loss_gen: 2.5405755043029785 (2.75560164033321) | > loss_kl: 2.2055270671844482 (2.180467810547143) | > loss_feat: 8.143478393554688 (8.395147783714428) | > loss_mel: 14.950124740600586 (15.297817882738615) | > loss_duration: 1.5833266973495483 (1.6206361494566266) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.423030853271484 (30.24967119986551) | > grad_norm_1: tensor(631.9423, device='cuda:0') (tensor(1091.9198, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.7886 (0.7877108841611627) | > loader_time: 0.0108 (0.01165948416057386)  --> TIME: 2025-02-20 04:21:44 -- STEP: 107/924 -- GLOBAL_STEP: 87550 | > loss_disc: 2.3895328044891357 (2.234899768205446) | > loss_disc_real_0: 0.10579334199428558 (0.11002805146658531) | > loss_disc_real_1: 0.21450646221637726 (0.19301388656424584) | > loss_disc_real_2: 0.2271730750799179 (0.20500936059751243) | > loss_disc_real_3: 0.2048424780368805 (0.20744519701627928) | > loss_disc_real_4: 0.26762881875038147 (0.21470141940027754) | > loss_disc_real_5: 0.2309565544128418 (0.20434223825686446) | > loss_0: 2.3895328044891357 (2.234899768205446) | > grad_norm_0: tensor(56.9936, device='cuda:0') (tensor(65.0388, device='cuda:0')) | > loss_gen: 2.942652940750122 (2.8029783418245406) | > loss_kl: 2.121753692626953 (2.1747642098186177) | > loss_feat: 8.901616096496582 (8.58287103599477) | > loss_mel: 15.778079986572266 (15.405473272377085) | > loss_duration: 1.5748322010040283 (1.6210894729489478) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.31893539428711 (30.587176367501232) | > grad_norm_1: tensor(613.6440, device='cuda:0') (tensor(1019.7374, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.787 (0.7877967112532285) | > loader_time: 0.0103 (0.01145690623844895)  --> TIME: 2025-02-20 04:22:24 -- STEP: 157/924 -- GLOBAL_STEP: 87600 | > loss_disc: 2.2067205905914307 (2.234091984997887) | > loss_disc_real_0: 0.15238484740257263 (0.10964214331974649) | > loss_disc_real_1: 0.16601672768592834 (0.19326629769650233) | > loss_disc_real_2: 0.217369943857193 (0.20479995515316154) | > loss_disc_real_3: 0.22989943623542786 (0.20690056387406236) | > loss_disc_real_4: 0.20295581221580505 (0.21408276705984858) | > loss_disc_real_5: 0.21970976889133453 (0.2046993494413461) | > loss_0: 2.2067205905914307 (2.234091984997887) | > grad_norm_0: tensor(121.2112, device='cuda:0') (tensor(65.6460, device='cuda:0')) | > loss_gen: 2.8052823543548584 (2.797258805317484) | > loss_kl: 2.4153263568878174 (2.1754520994842435) | > loss_feat: 8.947087287902832 (8.55778625208861) | > loss_mel: 16.218660354614258 (15.328690923702945) | > loss_duration: 1.6339410543441772 (1.622656817648821) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.02029800415039 (30.481844956707803) | > grad_norm_1: tensor(1336.1318, device='cuda:0') (tensor(1028.3600, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.7732 (0.7866118789478472) | > loader_time: 0.0104 (0.011382607138080966)  --> TIME: 2025-02-20 04:23:04 -- STEP: 207/924 -- GLOBAL_STEP: 87650 | > loss_disc: 2.388214111328125 (2.233935311220693) | > loss_disc_real_0: 0.08667101711034775 (0.1107235000545276) | > loss_disc_real_1: 0.22622554004192352 (0.19403724113236304) | > loss_disc_real_2: 0.23747685551643372 (0.2044093076157685) | > loss_disc_real_3: 0.20681995153427124 (0.20668620209475064) | > loss_disc_real_4: 0.22816479206085205 (0.21336179626160773) | > loss_disc_real_5: 0.21074022352695465 (0.20396195812789714) | > loss_0: 2.388214111328125 (2.233935311220693) | > grad_norm_0: tensor(46.9491, device='cuda:0') (tensor(64.8942, device='cuda:0')) | > loss_gen: 2.6810598373413086 (2.78768955912567) | > loss_kl: 2.247824192047119 (2.1850185313662474) | > loss_feat: 7.207686901092529 (8.542643537843855) | > loss_mel: 15.30100154876709 (15.335604690699185) | > loss_duration: 1.6435134410858154 (1.620176132750396) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.081085205078125 (30.471132527226988) | > grad_norm_1: tensor(1094.9641, device='cuda:0') (tensor(1054.8246, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.7783 (0.7865408123403356) | > loader_time: 0.0103 (0.011411950208138729)  --> TIME: 2025-02-20 04:23:44 -- STEP: 257/924 -- GLOBAL_STEP: 87700 | > loss_disc: 2.3044872283935547 (2.235127092335474) | > loss_disc_real_0: 0.06346209347248077 (0.11202312901558115) | > loss_disc_real_1: 0.18876026570796967 (0.1933814617678349) | > loss_disc_real_2: 0.16037669777870178 (0.20432235399108917) | > loss_disc_real_3: 0.19921478629112244 (0.20677144210858098) | > loss_disc_real_4: 0.22349435091018677 (0.21338415638713984) | > loss_disc_real_5: 0.16820968687534332 (0.2040977823015317) | > loss_0: 2.3044872283935547 (2.235127092335474) | > grad_norm_0: tensor(44.5397, device='cuda:0') (tensor(65.5299, device='cuda:0')) | > loss_gen: 2.6091790199279785 (2.783721915478836) | > loss_kl: 2.1634738445281982 (2.1839110790987415) | > loss_feat: 8.269562721252441 (8.518941966476135) | > loss_mel: 16.290815353393555 (15.298730501404997) | > loss_duration: 1.6206248998641968 (1.6207890974408459) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.953655242919922 (30.40609465127789) | > grad_norm_1: tensor(1273.1483, device='cuda:0') (tensor(1052.8026, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.8257 (0.7857086741970671) | > loader_time: 0.0148 (0.011455699163652116)  --> TIME: 2025-02-20 04:24:24 -- STEP: 307/924 -- GLOBAL_STEP: 87750 | > loss_disc: 2.260167121887207 (2.2315648700981248) | > loss_disc_real_0: 0.08340641856193542 (0.11197117730635385) | > loss_disc_real_1: 0.19282080233097076 (0.19310891788440734) | > loss_disc_real_2: 0.2125702053308487 (0.20438911768240728) | > loss_disc_real_3: 0.20642752945423126 (0.2063665054617176) | > loss_disc_real_4: 0.18373312056064606 (0.21294564338771066) | > loss_disc_real_5: 0.1839168816804886 (0.20384694203880013) | > loss_0: 2.260167121887207 (2.2315648700981248) | > grad_norm_0: tensor(81.1602, device='cuda:0') (tensor(64.8319, device='cuda:0')) | > loss_gen: 2.83771014213562 (2.7865382359159883) | > loss_kl: 2.298617362976074 (2.1853710288721877) | > loss_feat: 9.091862678527832 (8.540086632831082) | > loss_mel: 16.569272994995117 (15.309482953447473) | > loss_duration: 1.631223440170288 (1.6196675335545487) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.42868423461914 (30.441146440537047) | > grad_norm_1: tensor(1955.7742, device='cuda:0') (tensor(1077.2010, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.7468 (0.7856326056613984) | > loader_time: 0.0097 (0.011416710160842539)  --> TIME: 2025-02-20 04:25:05 -- STEP: 357/924 -- GLOBAL_STEP: 87800 | > loss_disc: 2.106295347213745 (2.2367442919760507) | > loss_disc_real_0: 0.07444345206022263 (0.11383074829850544) | > loss_disc_real_1: 0.18124152719974518 (0.19284106569797718) | > loss_disc_real_2: 0.17773324251174927 (0.20421852634734466) | > loss_disc_real_3: 0.18818430602550507 (0.2070404162593916) | > loss_disc_real_4: 0.211763396859169 (0.21366519211721025) | > loss_disc_real_5: 0.1795433610677719 (0.2048189103686843) | > loss_0: 2.106295347213745 (2.2367442919760507) | > grad_norm_0: tensor(29.6010, device='cuda:0') (tensor(65.8599, device='cuda:0')) | > loss_gen: 2.968512773513794 (2.7781944582108355) | > loss_kl: 2.110011100769043 (2.185298558042832) | > loss_feat: 8.888611793518066 (8.506163959075758) | > loss_mel: 16.453773498535156 (15.26660905031263) | > loss_duration: 1.6527968645095825 (1.619982500036223) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.073707580566406 (30.356248567084304) | > grad_norm_1: tensor(868.0885, device='cuda:0') (tensor(1100.4402, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.7778 (0.7882825767292696) | > loader_time: 0.0108 (0.011520342332642281)  --> TIME: 2025-02-20 04:25:46 -- STEP: 407/924 -- GLOBAL_STEP: 87850 | > loss_disc: 2.3672211170196533 (2.2373375535304163) | > loss_disc_real_0: 0.24317093193531036 (0.11340856054198244) | > loss_disc_real_1: 0.2024989277124405 (0.1928659249508996) | > loss_disc_real_2: 0.2096918374300003 (0.20459187825276753) | > loss_disc_real_3: 0.2117541879415512 (0.20723994299586337) | > loss_disc_real_4: 0.20951804518699646 (0.21379309072541375) | > loss_disc_real_5: 0.22630809247493744 (0.20415464259629168) | > loss_0: 2.3672211170196533 (2.2373375535304163) | > grad_norm_0: tensor(130.9277, device='cuda:0') (tensor(66.9503, device='cuda:0')) | > loss_gen: 2.8638062477111816 (2.7829036888384993) | > loss_kl: 2.173963785171509 (2.187835812568664) | > loss_feat: 7.492526054382324 (8.520455220993382) | > loss_mel: 14.39898681640625 (15.293343672881255) | > loss_duration: 1.6110219955444336 (1.6200145043670686) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.540302276611328 (30.404552923666465) | > grad_norm_1: tensor(365.8443, device='cuda:0') (tensor(1071.4200, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.8148 (0.7887923793652134) | > loader_time: 0.011 (0.011537650879243664)  --> TIME: 2025-02-20 04:26:26 -- STEP: 457/924 -- GLOBAL_STEP: 87900 | > loss_disc: 2.2200255393981934 (2.23611442213246) | > loss_disc_real_0: 0.09745833277702332 (0.1131283229693803) | > loss_disc_real_1: 0.17066964507102966 (0.1925931223372662) | > loss_disc_real_2: 0.21416866779327393 (0.2045183100572561) | > loss_disc_real_3: 0.19117286801338196 (0.20716385745506577) | > loss_disc_real_4: 0.18418194353580475 (0.2139720996959987) | > loss_disc_real_5: 0.21272994577884674 (0.2040892992682217) | > loss_0: 2.2200255393981934 (2.23611442213246) | > grad_norm_0: tensor(44.7351, device='cuda:0') (tensor(66.1126, device='cuda:0')) | > loss_gen: 2.6765365600585938 (2.780622856361339) | > loss_kl: 2.1347899436950684 (2.1873954873638004) | > loss_feat: 7.9517107009887695 (8.51003808891747) | > loss_mel: 15.314509391784668 (15.281798924085088) | > loss_duration: 1.64198899269104 (1.6194026428448027) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.719533920288086 (30.37925802435343) | > grad_norm_1: tensor(1321.9016, device='cuda:0') (tensor(1086.2677, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.8126 (0.7888266163790513) | > loader_time: 0.0159 (0.011524799876974757)  --> TIME: 2025-02-20 04:27:06 -- STEP: 507/924 -- GLOBAL_STEP: 87950 | > loss_disc: 2.3906002044677734 (2.2330298774106) | > loss_disc_real_0: 0.2181425541639328 (0.11349401484873638) | > loss_disc_real_1: 0.19821324944496155 (0.1923179578263849) | > loss_disc_real_2: 0.2017011195421219 (0.2040737811512731) | > loss_disc_real_3: 0.16428963840007782 (0.20690998861187776) | > loss_disc_real_4: 0.19920121133327484 (0.21363589185229423) | > loss_disc_real_5: 0.1670546531677246 (0.20378290105030616) | > loss_0: 2.3906002044677734 (2.2330298774106) | > grad_norm_0: tensor(152.8706, device='cuda:0') (tensor(67.6742, device='cuda:0')) | > loss_gen: 2.845280170440674 (2.7849075479150054) | > loss_kl: 2.168811559677124 (2.1840546530849574) | > loss_feat: 8.435911178588867 (8.532371689346885) | > loss_mel: 16.01240348815918 (15.297389367158127) | > loss_duration: 1.644844889640808 (1.6191622919349742) | > amp_scaler: 64.0 (121.8145956607495) | > loss_1: 31.107250213623047 (30.417885548969696) | > grad_norm_1: tensor(1199.6538, device='cuda:0') (tensor(1117.0021, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.8337 (0.7889881801793326) | > loader_time: 0.011 (0.011535713658530327)  --> TIME: 2025-02-20 04:27:46 -- STEP: 557/924 -- GLOBAL_STEP: 88000 | > loss_disc: 2.317038059234619 (2.23447497635812) | > loss_disc_real_0: 0.13629163801670074 (0.11359275752407645) | > loss_disc_real_1: 0.21106146275997162 (0.19257801776514447) | > loss_disc_real_2: 0.21905983984470367 (0.20420826955479396) | > loss_disc_real_3: 0.20897556841373444 (0.2072204804078038) | > loss_disc_real_4: 0.22497522830963135 (0.21360443064297555) | > loss_disc_real_5: 0.20277459919452667 (0.20412712625798035) | > loss_0: 2.317038059234619 (2.23447497635812) | > grad_norm_0: tensor(34.2583, device='cuda:0') (tensor(66.7354, device='cuda:0')) | > loss_gen: 2.5446412563323975 (2.7847608432735536) | > loss_kl: 2.04321551322937 (2.184062598851677) | > loss_feat: 8.069342613220215 (8.535319358270941) | > loss_mel: 14.926695823669434 (15.301252188759603) | > loss_duration: 1.646848440170288 (1.619394485141473) | > amp_scaler: 64.0 (116.62477558348291) | > loss_1: 29.230743408203125 (30.42478946295418) | > grad_norm_1: tensor(1568.2371, device='cuda:0') (tensor(1101.6267, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.8006 (0.7888274013033034) | > loader_time: 0.0112 (0.011514499756763394) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_88000.pth  --> TIME: 2025-02-20 04:28:29 -- STEP: 607/924 -- GLOBAL_STEP: 88050 | > loss_disc: 2.19292950630188 (2.236149394139031) | > loss_disc_real_0: 0.06884205341339111 (0.11485919470498354) | > loss_disc_real_1: 0.19283102452754974 (0.19262708495240627) | > loss_disc_real_2: 0.20630715787410736 (0.20425393038369485) | > loss_disc_real_3: 0.222788468003273 (0.20727132054588934) | > loss_disc_real_4: 0.22954228520393372 (0.21364198465520123) | > loss_disc_real_5: 0.2073007971048355 (0.203787552171327) | > loss_0: 2.19292950630188 (2.236149394139031) | > grad_norm_0: tensor(62.7566, device='cuda:0') (tensor(66.6949, device='cuda:0')) | > loss_gen: 2.837674140930176 (2.7837809773999735) | > loss_kl: 2.379267692565918 (2.185449514200497) | > loss_feat: 9.182004928588867 (8.535950736905239) | > loss_mel: 16.38311767578125 (15.309271344243006) | > loss_duration: 1.599313497543335 (1.6187570452493725) | > amp_scaler: 64.0 (112.28995057660622) | > loss_1: 32.38137435913086 (30.433209618783664) | > grad_norm_1: tensor(1118.9087, device='cuda:0') (tensor(1111.5487, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.8279 (0.7892879803451714) | > loader_time: 0.0115 (0.01147633879345763)  --> TIME: 2025-02-20 04:29:09 -- STEP: 657/924 -- GLOBAL_STEP: 88100 | > loss_disc: 2.350550651550293 (2.237645324688159) | > loss_disc_real_0: 0.12323242425918579 (0.11537516872927298) | > loss_disc_real_1: 0.20029863715171814 (0.1924594227037474) | > loss_disc_real_2: 0.21636515855789185 (0.20407524183279127) | > loss_disc_real_3: 0.20501697063446045 (0.20719793838090178) | > loss_disc_real_4: 0.22468970715999603 (0.21354260441919448) | > loss_disc_real_5: 0.20186643302440643 (0.20381582248247201) | > loss_0: 2.350550651550293 (2.237645324688159) | > grad_norm_0: tensor(85.2042, device='cuda:0') (tensor(66.8997, device='cuda:0')) | > loss_gen: 2.7297253608703613 (2.782134847553896) | > loss_kl: 2.3224339485168457 (2.1862514282107486) | > loss_feat: 7.965292930603027 (8.530087439799775) | > loss_mel: 15.287317276000977 (15.317845235676526) | > loss_duration: 1.595202922821045 (1.6186526832333787) | > amp_scaler: 64.0 (108.61491628614912) | > loss_1: 29.899972915649414 (30.434971622136086) | > grad_norm_1: tensor(1321.7296, device='cuda:0') (tensor(1116.4701, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.7682 (0.7893252467093036) | > loader_time: 0.0103 (0.011469256387997971)  --> TIME: 2025-02-20 04:29:50 -- STEP: 707/924 -- GLOBAL_STEP: 88150 | > loss_disc: 2.2162177562713623 (2.2387817160580754) | > loss_disc_real_0: 0.09191259741783142 (0.11653537163576783) | > loss_disc_real_1: 0.14930030703544617 (0.19253489594311163) | > loss_disc_real_2: 0.2117743343114853 (0.20412216389280402) | > loss_disc_real_3: 0.215013787150383 (0.20719028863913597) | > loss_disc_real_4: 0.21590101718902588 (0.21345308669638607) | > loss_disc_real_5: 0.18649357557296753 (0.2039657386054076) | > loss_0: 2.2162177562713623 (2.2387817160580754) | > grad_norm_0: tensor(80.9869, device='cuda:0') (tensor(68.4458, device='cuda:0')) | > loss_gen: 2.8781628608703613 (2.7803362909772944) | > loss_kl: 2.0401134490966797 (2.1846183855429007) | > loss_feat: 9.336158752441406 (8.527200379162558) | > loss_mel: 16.40880012512207 (15.305653512730794) | > loss_duration: 1.6459238529205322 (1.6186513099845754) | > amp_scaler: 64.0 (105.45968882602541) | > loss_1: 32.30915832519531 (30.416459856478465) | > grad_norm_1: tensor(2061.4634, device='cuda:0') (tensor(1149.1002, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.7968 (0.7896625075009787) | > loader_time: 0.0146 (0.011488512853921887)  --> TIME: 2025-02-20 04:30:31 -- STEP: 757/924 -- GLOBAL_STEP: 88200 | > loss_disc: 2.315141439437866 (2.238595973390258) | > loss_disc_real_0: 0.24975189566612244 (0.11665373781752555) | > loss_disc_real_1: 0.21632780134677887 (0.19248159981703042) | > loss_disc_real_2: 0.21991661190986633 (0.20388732092698628) | > loss_disc_real_3: 0.20625847578048706 (0.20714907296976287) | > loss_disc_real_4: 0.20569755136966705 (0.21334602873737943) | > loss_disc_real_5: 0.17783823609352112 (0.20400580629962284) | > loss_0: 2.315141439437866 (2.238595973390258) | > grad_norm_0: tensor(75.9777, device='cuda:0') (tensor(68.2520, device='cuda:0')) | > loss_gen: 2.99307918548584 (2.781412292503145) | > loss_kl: 2.356955051422119 (2.1865678005205855) | > loss_feat: 8.111889839172363 (8.541544225130874) | > loss_mel: 15.16283893585205 (15.328338495806312) | > loss_duration: 1.648813247680664 (1.6186558910531117) | > amp_scaler: 64.0 (102.72126816380445) | > loss_1: 30.273576736450195 (30.456518667062333) | > grad_norm_1: tensor(780.3098, device='cuda:0') (tensor(1138.9998, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.807 (0.7900728984112151) | > loader_time: 0.0111 (0.011495774456815324)  --> TIME: 2025-02-20 04:31:11 -- STEP: 807/924 -- GLOBAL_STEP: 88250 | > loss_disc: 2.130356550216675 (2.238033762208595) | > loss_disc_real_0: 0.046217627823352814 (0.11595396342533819) | > loss_disc_real_1: 0.19652563333511353 (0.19266570428711782) | > loss_disc_real_2: 0.16869761049747467 (0.20380596729754813) | > loss_disc_real_3: 0.19817021489143372 (0.20726048861442142) | > loss_disc_real_4: 0.19244231283664703 (0.2134042673616162) | > loss_disc_real_5: 0.20486025512218475 (0.20416450066563516) | > loss_0: 2.130356550216675 (2.238033762208595) | > grad_norm_0: tensor(10.9372, device='cuda:0') (tensor(67.5339, device='cuda:0')) | > loss_gen: 2.949453115463257 (2.7813159196350203) | > loss_kl: 2.2005515098571777 (2.1855706750534094) | > loss_feat: 9.12869644165039 (8.535527942496753) | > loss_mel: 16.343650817871094 (15.315891550671507) | > loss_duration: 1.5819411277770996 (1.6190742425611313) | > amp_scaler: 64.0 (100.32218091697642) | > loss_1: 32.20429229736328 (30.43738028846561) | > grad_norm_1: tensor(405.3743, device='cuda:0') (tensor(1135.6295, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.8059 (0.7899958526039357) | > loader_time: 0.0145 (0.011485120473150276)  --> TIME: 2025-02-20 04:31:51 -- STEP: 857/924 -- GLOBAL_STEP: 88300 | > loss_disc: 2.4542665481567383 (2.2355987053351516) | > loss_disc_real_0: 0.11830143630504608 (0.11443718680144747) | > loss_disc_real_1: 0.20098838210105896 (0.1926698164977438) | > loss_disc_real_2: 0.22084271907806396 (0.20387576556956896) | > loss_disc_real_3: 0.259624719619751 (0.20728487346664742) | > loss_disc_real_4: 0.2705885171890259 (0.21352008040755333) | > loss_disc_real_5: 0.26958057284355164 (0.20400831548447096) | > loss_0: 2.4542665481567383 (2.2355987053351516) | > grad_norm_0: tensor(25.0434, device='cuda:0') (tensor(66.6816, device='cuda:0')) | > loss_gen: 2.513198137283325 (2.784632103028625) | > loss_kl: 2.321600914001465 (2.1871263521833164) | > loss_feat: 7.292074680328369 (8.546235183573378) | > loss_mel: 12.90367603302002 (15.3171194826569) | > loss_duration: 1.601347804069519 (1.619069956286506) | > amp_scaler: 64.0 (98.20303383897313) | > loss_1: 26.631898880004883 (30.454183037667736) | > grad_norm_1: tensor(311.2320, device='cuda:0') (tensor(1122.9940, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.8047 (0.7897640799140705) | > loader_time: 0.0145 (0.011477438126589617)  --> TIME: 2025-02-20 04:32:30 -- STEP: 907/924 -- GLOBAL_STEP: 88350 | > loss_disc: 2.18422532081604 (2.235572206803173) | > loss_disc_real_0: 0.14118658006191254 (0.11400423167723148) | > loss_disc_real_1: 0.1845584660768509 (0.19277035113929264) | > loss_disc_real_2: 0.20588798820972443 (0.20399131551138494) | > loss_disc_real_3: 0.23961223661899567 (0.2073687452991321) | > loss_disc_real_4: 0.2049051821231842 (0.21364816796556205) | > loss_disc_real_5: 0.18359068036079407 (0.2039507189159751) | > loss_0: 2.18422532081604 (2.235572206803173) | > grad_norm_0: tensor(23.6141, device='cuda:0') (tensor(66.4655, device='cuda:0')) | > loss_gen: 2.8354365825653076 (2.786723847688887) | > loss_kl: 2.3612871170043945 (2.1908102621711416) | > loss_feat: 8.630328178405762 (8.549781219961886) | > loss_mel: 16.32927703857422 (15.329734805400474) | > loss_duration: 1.634641408920288 (1.6188438584023817) | > amp_scaler: 64.0 (96.31753031973535) | > loss_1: 31.790969848632812 (30.475893943811855) | > grad_norm_1: tensor(235.8323, device='cuda:0') (tensor(1110.5153, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.7731 (0.7889676866878351) | > loader_time: 0.0116 (0.01147140452459602)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2728159427642822 (2.2728159427642822) | > loss_disc_real_0: 0.14895617961883545 (0.14895617961883545) | > loss_disc_real_1: 0.23658500611782074 (0.23658500611782074) | > loss_disc_real_2: 0.23044949769973755 (0.23044949769973755) | > loss_disc_real_3: 0.18225428462028503 (0.18225428462028503) | > loss_disc_real_4: 0.1813756674528122 (0.1813756674528122) | > loss_disc_real_5: 0.19446474313735962 (0.19446474313735962) | > loss_0: 2.2728159427642822 (2.2728159427642822) | > loss_gen: 2.5809473991394043 (2.5809473991394043) | > loss_kl: 2.1561193466186523 (2.1561193466186523) | > loss_feat: 7.727960109710693 (7.727960109710693) | > loss_mel: 13.576384544372559 (13.576384544372559) | > loss_duration: 1.6736884117126465 (1.6736884117126465) | > loss_1: 27.71510124206543 (27.71510124206543)  --> STEP: 1 | > loss_disc: 2.270199775695801 (2.270199775695801) | > loss_disc_real_0: 0.17573250830173492 (0.17573250830173492) | > loss_disc_real_1: 0.24120846390724182 (0.24120846390724182) | > loss_disc_real_2: 0.254708468914032 (0.254708468914032) | > loss_disc_real_3: 0.18900635838508606 (0.18900635838508606) | > loss_disc_real_4: 0.22796592116355896 (0.22796592116355896) | > loss_disc_real_5: 0.20422013103961945 (0.20422013103961945) | > loss_0: 2.270199775695801 (2.270199775695801) | > loss_gen: 2.7836108207702637 (2.7836108207702637) | > loss_kl: 1.982002854347229 (1.982002854347229) | > loss_feat: 7.520821571350098 (7.520821571350098) | > loss_mel: 14.525203704833984 (14.525203704833984) | > loss_duration: 1.6798386573791504 (1.6798386573791504) | > loss_1: 28.491477966308594 (28.491477966308594)  --> STEP: 2 | > loss_disc: 2.365330934524536 (2.3177653551101685) | > loss_disc_real_0: 0.14232084155082703 (0.15902667492628098) | > loss_disc_real_1: 0.25622445344924927 (0.24871645867824554) | > loss_disc_real_2: 0.23413239419460297 (0.24442043155431747) | > loss_disc_real_3: 0.24049599468708038 (0.21475117653608322) | > loss_disc_real_4: 0.2192360907793045 (0.22360100597143173) | > loss_disc_real_5: 0.2160610407590866 (0.21014058589935303) | > loss_0: 2.365330934524536 (2.3177653551101685) | > loss_gen: 2.627063751220703 (2.7053372859954834) | > loss_kl: 2.1876657009124756 (2.0848342776298523) | > loss_feat: 7.188226699829102 (7.3545241355896) | > loss_mel: 12.329277038574219 (13.427240371704102) | > loss_duration: 1.5795650482177734 (1.629701852798462) | > loss_1: 25.91179847717285 (27.201638221740723)  --> STEP: 3 | > loss_disc: 2.2700700759887695 (2.3018669287363687) | > loss_disc_real_0: 0.1654158979654312 (0.16115641593933105) | > loss_disc_real_1: 0.23372524976730347 (0.24371938904126486) | > loss_disc_real_2: 0.2296827733516693 (0.2395078788201014) | > loss_disc_real_3: 0.21043500304222107 (0.21331245203812918) | > loss_disc_real_4: 0.22139592468738556 (0.22286597887674967) | > loss_disc_real_5: 0.20687410235404968 (0.20905175805091858) | > loss_0: 2.2700700759887695 (2.3018669287363687) | > loss_gen: 2.6906747817993164 (2.700449784596761) | > loss_kl: 1.9988349676132202 (2.0561678409576416) | > loss_feat: 6.450941562652588 (7.053329944610596) | > loss_mel: 13.189966201782227 (13.348148981730143) | > loss_duration: 1.6480135917663574 (1.6358057657877605) | > loss_1: 25.978431701660156 (26.7939027150472)  --> STEP: 4 | > loss_disc: 2.1119418144226074 (2.2543856501579285) | > loss_disc_real_0: 0.13033628463745117 (0.15345138311386108) | > loss_disc_real_1: 0.20166945457458496 (0.23320690542459488) | > loss_disc_real_2: 0.1946323662996292 (0.22828900068998337) | > loss_disc_real_3: 0.1944119781255722 (0.20858733355998993) | > loss_disc_real_4: 0.19445180892944336 (0.2157624363899231) | > loss_disc_real_5: 0.23858197033405304 (0.2164343111217022) | > loss_0: 2.1119418144226074 (2.2543856501579285) | > loss_gen: 2.901179075241089 (2.750632107257843) | > loss_kl: 1.8841512203216553 (2.013163685798645) | > loss_feat: 8.823155403137207 (7.4957863092422485) | > loss_mel: 15.522648811340332 (13.89177393913269) | > loss_duration: 1.7489644289016724 (1.6640954315662384) | > loss_1: 30.880098342895508 (27.815451622009277)  --> STEP: 5 | > loss_disc: 1.939422369003296 (2.191392993927002) | > loss_disc_real_0: 0.07485833019018173 (0.13773277252912522) | > loss_disc_real_1: 0.2216474860906601 (0.23089502155780792) | > loss_disc_real_2: 0.1862824410200119 (0.21988768875598907) | > loss_disc_real_3: 0.20294073224067688 (0.2074580132961273) | > loss_disc_real_4: 0.21645744144916534 (0.21590143740177153) | > loss_disc_real_5: 0.2518061101436615 (0.22350867092609406) | > loss_0: 1.939422369003296 (2.191392993927002) | > loss_gen: 3.2560627460479736 (2.851718235015869) | > loss_kl: 2.0375516414642334 (2.0180412769317626) | > loss_feat: 9.776141166687012 (7.951857280731201) | > loss_mel: 17.541606903076172 (14.621740531921386) | > loss_duration: 1.5505638122558594 (1.6413891077041627) | > loss_1: 34.16192626953125 (29.08474655151367) --> EVAL PERFORMANCE | > avg_loader_time: 0.16124048233032226 (+0.009022283554077137) | > avg_loss_disc: 2.191392993927002 (-0.13135194778442383) | > avg_loss_disc_real_0: 0.13773277252912522 (+0.02566719800233841) | > avg_loss_disc_real_1: 0.23089502155780792 (-0.01636207103729248) | > avg_loss_disc_real_2: 0.21988768875598907 (+0.0120197743177414) | > avg_loss_disc_real_3: 0.2074580132961273 (-0.07028912901878356) | > avg_loss_disc_real_4: 0.21590143740177153 (-0.03511057496070863) | > avg_loss_disc_real_5: 0.22350867092609406 (+0.04387294650077819) | > avg_loss_0: 2.191392993927002 (-0.13135194778442383) | > avg_loss_gen: 2.851718235015869 (+0.19749875068664524) | > avg_loss_kl: 2.0180412769317626 (-0.031005477905273526) | > avg_loss_feat: 7.951857280731201 (+0.09875411987304705) | > avg_loss_mel: 14.621740531921386 (+0.23742656707763565) | > avg_loss_duration: 1.6413891077041627 (+0.013932847976684704) | > avg_loss_1: 29.08474655151367 (+0.5166065216064446)  > EPOCH: 46/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 04:32:52)   --> TIME: 2025-02-20 04:33:21 -- STEP: 33/924 -- GLOBAL_STEP: 88400 | > loss_disc: 2.2277474403381348 (2.2631677931005303) | > loss_disc_real_0: 0.1753377616405487 (0.12522209029306064) | > loss_disc_real_1: 0.2084256410598755 (0.1918787265365774) | > loss_disc_real_2: 0.1916741281747818 (0.20503626763820648) | > loss_disc_real_3: 0.21624180674552917 (0.21008229707226608) | > loss_disc_real_4: 0.21181564033031464 (0.2157269702716307) | > loss_disc_real_5: 0.2100616693496704 (0.20821662292335974) | > loss_0: 2.2277474403381348 (2.2631677931005303) | > grad_norm_0: tensor(57.7201, device='cuda:0') (tensor(75.3164, device='cuda:0')) | > loss_gen: 2.927130937576294 (2.753369425282334) | > loss_kl: 2.0405712127685547 (2.165852333560135) | > loss_feat: 8.011052131652832 (8.430350838285504) | > loss_mel: 14.375822067260742 (15.272236881834088) | > loss_duration: 1.6332838535308838 (1.6200824253486865) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.98785972595215 (30.24189180316347) | > grad_norm_1: tensor(459.9659, device='cuda:0') (tensor(1323.5183, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.7847 (0.7836144331729773) | > loader_time: 0.0129 (0.010728756586710611)  --> TIME: 2025-02-20 04:34:01 -- STEP: 83/924 -- GLOBAL_STEP: 88450 | > loss_disc: 2.1488637924194336 (2.2396006454904396) | > loss_disc_real_0: 0.060792017728090286 (0.11519632937319307) | > loss_disc_real_1: 0.2292659729719162 (0.19162223586835056) | > loss_disc_real_2: 0.23350907862186432 (0.20514181866703263) | > loss_disc_real_3: 0.1983955055475235 (0.20950485496635893) | > loss_disc_real_4: 0.21919755637645721 (0.2136982815811433) | > loss_disc_real_5: 0.2058681845664978 (0.20576586637152247) | > loss_0: 2.1488637924194336 (2.2396006454904396) | > grad_norm_0: tensor(71.6588, device='cuda:0') (tensor(71.3132, device='cuda:0')) | > loss_gen: 2.8453826904296875 (2.776858533721373) | > loss_kl: 2.3713650703430176 (2.196420494332371) | > loss_feat: 9.156366348266602 (8.534457746758521) | > loss_mel: 17.19500732421875 (15.361104574548193) | > loss_duration: 1.6301970481872559 (1.6223776369209748) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.19831848144531 (30.49121884265578) | > grad_norm_1: tensor(1836.5513, device='cuda:0') (tensor(1175.7444, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.7582 (0.7856410038040343) | > loader_time: 0.0115 (0.01112354232604245)  --> TIME: 2025-02-20 04:34:40 -- STEP: 133/924 -- GLOBAL_STEP: 88500 | > loss_disc: 2.310673236846924 (2.2388691929049966) | > loss_disc_real_0: 0.1231057196855545 (0.11921423315105581) | > loss_disc_real_1: 0.17790716886520386 (0.19168876066691892) | > loss_disc_real_2: 0.20048196613788605 (0.2035831708208959) | > loss_disc_real_3: 0.1964762955904007 (0.20871617841093162) | > loss_disc_real_4: 0.18816421926021576 (0.21230574624430865) | > loss_disc_real_5: 0.18521882593631744 (0.20420967356154793) | > loss_0: 2.310673236846924 (2.2388691929049966) | > grad_norm_0: tensor(51.4703, device='cuda:0') (tensor(72.1709, device='cuda:0')) | > loss_gen: 2.548036575317383 (2.773225974319573) | > loss_kl: 2.2448813915252686 (2.1842980035265587) | > loss_feat: 8.01401424407959 (8.530427943494987) | > loss_mel: 15.38358211517334 (15.356605608660475) | > loss_duration: 1.6084465980529785 (1.622094696625731) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.798961639404297 (30.466652117277448) | > grad_norm_1: tensor(1212.8270, device='cuda:0') (tensor(1110.7706, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.7654 (0.7812221390860419) | > loader_time: 0.01 (0.011133409084234023)  --> TIME: 2025-02-20 04:35:20 -- STEP: 183/924 -- GLOBAL_STEP: 88550 | > loss_disc: 2.1741561889648438 (2.2323651613433513) | > loss_disc_real_0: 0.05769818276166916 (0.1174216277164514) | > loss_disc_real_1: 0.15617796778678894 (0.19142077228084936) | > loss_disc_real_2: 0.1917184740304947 (0.20317191602102394) | > loss_disc_real_3: 0.1927938014268875 (0.2076743348537247) | > loss_disc_real_4: 0.17556625604629517 (0.2125484049320221) | > loss_disc_real_5: 0.18842913210391998 (0.2039730579800944) | > loss_0: 2.1741561889648438 (2.2323651613433513) | > grad_norm_0: tensor(63.0767, device='cuda:0') (tensor(69.7301, device='cuda:0')) | > loss_gen: 2.731630802154541 (2.790144119106356) | > loss_kl: 2.2674598693847656 (2.203730469844381) | > loss_feat: 9.052267074584961 (8.59104449892305) | > loss_mel: 15.603575706481934 (15.40316483752975) | > loss_duration: 1.630104660987854 (1.6210183191820573) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.285036087036133 (30.609102176186816) | > grad_norm_1: tensor(1327.8452, device='cuda:0') (tensor(1058.4561, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.7558 (0.7822377616590488) | > loader_time: 0.0131 (0.011174861199217416)  --> TIME: 2025-02-20 04:36:01 -- STEP: 233/924 -- GLOBAL_STEP: 88600 | > loss_disc: 2.0133907794952393 (2.2315490992795777) | > loss_disc_real_0: 0.04618057236075401 (0.11654807612811546) | > loss_disc_real_1: 0.19083620607852936 (0.19234675348060834) | > loss_disc_real_2: 0.2053140103816986 (0.20286771687059443) | > loss_disc_real_3: 0.17670387029647827 (0.2085760038809715) | > loss_disc_real_4: 0.21430093050003052 (0.21240554826709845) | > loss_disc_real_5: 0.24714256823062897 (0.20387632671599734) | > loss_0: 2.0133907794952393 (2.2315490992795777) | > grad_norm_0: tensor(15.4779, device='cuda:0') (tensor(68.5501, device='cuda:0')) | > loss_gen: 3.0005850791931152 (2.784390438268114) | > loss_kl: 2.247716188430786 (2.1990869863862144) | > loss_feat: 9.62375545501709 (8.589988954077466) | > loss_mel: 16.320524215698242 (15.373933792114258) | > loss_duration: 1.640608787536621 (1.6221417751435045) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.83319091796875 (30.56954189840816) | > grad_norm_1: tensor(733.2865, device='cuda:0') (tensor(1103.8848, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.758 (0.7848609997990815) | > loader_time: 0.0098 (0.011241320376744086)  --> TIME: 2025-02-20 04:36:41 -- STEP: 283/924 -- GLOBAL_STEP: 88650 | > loss_disc: 2.258538007736206 (2.2335649219081617) | > loss_disc_real_0: 0.09175615757703781 (0.11679213488796995) | > loss_disc_real_1: 0.20027118921279907 (0.19284561497583821) | > loss_disc_real_2: 0.22881340980529785 (0.20303549714939334) | > loss_disc_real_3: 0.23004907369613647 (0.20787740275000516) | > loss_disc_real_4: 0.2741778790950775 (0.21272122075406066) | > loss_disc_real_5: 0.2072775512933731 (0.20356895377063072) | > loss_0: 2.258538007736206 (2.2335649219081617) | > grad_norm_0: tensor(34.0301, device='cuda:0') (tensor(71.4668, device='cuda:0')) | > loss_gen: 2.8226490020751953 (2.7854348307363566) | > loss_kl: 2.2372915744781494 (2.189756593518881) | > loss_feat: 9.088706970214844 (8.566500082454079) | > loss_mel: 15.923676490783691 (15.327053292480038) | > loss_duration: 1.6306785345077515 (1.6232170654269913) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.7030029296875 (30.491961853243016) | > grad_norm_1: tensor(851.0034, device='cuda:0') (tensor(1092.1917, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.8073 (0.7850009148196702) | > loader_time: 0.0125 (0.011217546968493782)  --> TIME: 2025-02-20 04:37:21 -- STEP: 333/924 -- GLOBAL_STEP: 88700 | > loss_disc: 2.2792792320251465 (2.234103142678203) | > loss_disc_real_0: 0.08439305424690247 (0.11498196134986999) | > loss_disc_real_1: 0.1715855449438095 (0.19330250205578384) | > loss_disc_real_2: 0.20885106921195984 (0.2034252760736076) | > loss_disc_real_3: 0.2212749421596527 (0.20802189575301278) | > loss_disc_real_4: 0.20914338529109955 (0.2125828084465978) | > loss_disc_real_5: 0.18411187827587128 (0.2037545249716297) | > loss_0: 2.2792792320251465 (2.234103142678203) | > grad_norm_0: tensor(99.1439, device='cuda:0') (tensor(69.7659, device='cuda:0')) | > loss_gen: 2.5340609550476074 (2.78689521712226) | > loss_kl: 2.205937147140503 (2.191353808652174) | > loss_feat: 8.267974853515625 (8.552219695873093) | > loss_mel: 14.848877906799316 (15.30334251850575) | > loss_duration: 1.648320198059082 (1.6231525549301513) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.505172729492188 (30.456963782553917) | > grad_norm_1: tensor(968.2046, device='cuda:0') (tensor(1061.8503, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.7383 (0.786233844699802) | > loader_time: 0.0088 (0.01121828505942771)  --> TIME: 2025-02-20 04:38:02 -- STEP: 383/924 -- GLOBAL_STEP: 88750 | > loss_disc: 2.464477777481079 (2.234613363798855) | > loss_disc_real_0: 0.07823729515075684 (0.11405054507558246) | > loss_disc_real_1: 0.19277487695217133 (0.19341578410437457) | > loss_disc_real_2: 0.22106444835662842 (0.20383868983146727) | > loss_disc_real_3: 0.20237530767917633 (0.20785451849664782) | > loss_disc_real_4: 0.19183345139026642 (0.21283099915122242) | > loss_disc_real_5: 0.21892088651657104 (0.2036740257363406) | > loss_0: 2.464477777481079 (2.234613363798855) | > grad_norm_0: tensor(44.5193, device='cuda:0') (tensor(70.6366, device='cuda:0')) | > loss_gen: 2.3738059997558594 (2.78508307790632) | > loss_kl: 2.0664803981781006 (2.191516401562307) | > loss_feat: 7.347268104553223 (8.542024561381528) | > loss_mel: 15.228235244750977 (15.300683188376166) | > loss_duration: 1.7090351581573486 (1.623463595193609) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.724824905395508 (30.442770830956203) | > grad_norm_1: tensor(533.8869, device='cuda:0') (tensor(1064.5624, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.7754 (0.7865723909970671) | > loader_time: 0.0105 (0.011255785317084804)  --> TIME: 2025-02-20 04:38:42 -- STEP: 433/924 -- GLOBAL_STEP: 88800 | > loss_disc: 2.0693535804748535 (2.2349658122514198) | > loss_disc_real_0: 0.04315350577235222 (0.11381169309190046) | > loss_disc_real_1: 0.22282178699970245 (0.19344636730798118) | > loss_disc_real_2: 0.15411332249641418 (0.20388002105177688) | > loss_disc_real_3: 0.1461780071258545 (0.2078060764845194) | > loss_disc_real_4: 0.1892700046300888 (0.21325796123327342) | > loss_disc_real_5: 0.17315518856048584 (0.20404195861232746) | > loss_0: 2.0693535804748535 (2.2349658122514198) | > grad_norm_0: tensor(12.5591, device='cuda:0') (tensor(69.2605, device='cuda:0')) | > loss_gen: 2.9434127807617188 (2.783607415734485) | > loss_kl: 2.1463332176208496 (2.1928253906153135) | > loss_feat: 9.7930326461792 (8.541230338275023) | > loss_mel: 16.355865478515625 (15.32076352848467) | > loss_duration: 1.664139986038208 (1.623546454427424) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.90278244018555 (30.461973159472883) | > grad_norm_1: tensor(862.0215, device='cuda:0') (tensor(1065.8776, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.7687 (0.7868323271048809) | > loader_time: 0.0108 (0.01127355203342217)  --> TIME: 2025-02-20 04:39:22 -- STEP: 483/924 -- GLOBAL_STEP: 88850 | > loss_disc: 2.132132053375244 (2.2337072803860623) | > loss_disc_real_0: 0.10166903585195541 (0.11330927749150906) | > loss_disc_real_1: 0.20012213289737701 (0.19309234231957242) | > loss_disc_real_2: 0.2214030921459198 (0.2039525607913177) | > loss_disc_real_3: 0.20517133176326752 (0.20786799888433136) | > loss_disc_real_4: 0.21323975920677185 (0.21337794853416786) | > loss_disc_real_5: 0.17565563321113586 (0.20395026687632928) | > loss_0: 2.132132053375244 (2.2337072803860623) | > grad_norm_0: tensor(56.1241, device='cuda:0') (tensor(68.7421, device='cuda:0')) | > loss_gen: 3.0847249031066895 (2.781118873730458) | > loss_kl: 2.1668026447296143 (2.195142907385505) | > loss_feat: 9.099871635437012 (8.537970756151662) | > loss_mel: 15.992910385131836 (15.322846619979195) | > loss_duration: 1.5917458534240723 (1.6228057797651114) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.936054229736328 (30.459884967369568) | > grad_norm_1: tensor(765.4749, device='cuda:0') (tensor(1056.2544, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.794 (0.7873578545469673) | > loader_time: 0.0106 (0.011269142415459356)  --> TIME: 2025-02-20 04:40:02 -- STEP: 533/924 -- GLOBAL_STEP: 88900 | > loss_disc: 2.431825876235962 (2.2339236897330794) | > loss_disc_real_0: 0.07884097099304199 (0.11326855892493734) | > loss_disc_real_1: 0.17588306963443756 (0.1928733301962294) | > loss_disc_real_2: 0.20038700103759766 (0.20409599888727328) | > loss_disc_real_3: 0.2270870804786682 (0.20765211546398685) | > loss_disc_real_4: 0.19487334787845612 (0.21322702223655207) | > loss_disc_real_5: 0.19103893637657166 (0.20424874901324228) | > loss_0: 2.431825876235962 (2.2339236897330794) | > grad_norm_0: tensor(59.1267, device='cuda:0') (tensor(69.8337, device='cuda:0')) | > loss_gen: 2.516869068145752 (2.783525717415015) | > loss_kl: 2.4415769577026367 (2.199297742593136) | > loss_feat: 8.046026229858398 (8.552610091375813) | > loss_mel: 15.029510498046875 (15.341209969869475) | > loss_duration: 1.6617027521133423 (1.6228808437458346) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.6956844329834 (30.499524393851047) | > grad_norm_1: tensor(518.8230, device='cuda:0') (tensor(1051.2084, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.7713 (0.7872107324188689) | > loader_time: 0.0112 (0.011270257813845518)  --> TIME: 2025-02-20 04:40:43 -- STEP: 583/924 -- GLOBAL_STEP: 88950 | > loss_disc: 2.3165764808654785 (2.234812981881981) | > loss_disc_real_0: 0.08956783264875412 (0.11373767711375528) | > loss_disc_real_1: 0.19479796290397644 (0.19279273893319926) | > loss_disc_real_2: 0.19760894775390625 (0.20366537698750645) | > loss_disc_real_3: 0.2100302129983902 (0.20786817967380505) | > loss_disc_real_4: 0.2402963638305664 (0.2132464851001932) | > loss_disc_real_5: 0.2039387822151184 (0.2044589173170141) | > loss_0: 2.3165764808654785 (2.234812981881981) | > grad_norm_0: tensor(20.5499, device='cuda:0') (tensor(69.6314, device='cuda:0')) | > loss_gen: 2.677212715148926 (2.783708623506602) | > loss_kl: 2.268434524536133 (2.1986099199406324) | > loss_feat: 8.308996200561523 (8.545831485637061) | > loss_mel: 15.42128849029541 (15.334013686989838) | > loss_duration: 1.636252999305725 (1.6226864985699923) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.312183380126953 (30.484850243884132) | > grad_norm_1: tensor(315.8364, device='cuda:0') (tensor(1037.4899, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.7881 (0.7882826459141984) | > loader_time: 0.0105 (0.01132893398736394)  --> TIME: 2025-02-20 04:41:23 -- STEP: 633/924 -- GLOBAL_STEP: 89000 | > loss_disc: 2.22290301322937 (2.232824344770603) | > loss_disc_real_0: 0.1229332834482193 (0.11384125922822745) | > loss_disc_real_1: 0.19972416758537292 (0.1924995769044799) | > loss_disc_real_2: 0.2087780386209488 (0.20353157293363397) | > loss_disc_real_3: 0.19201582670211792 (0.20758317356802666) | > loss_disc_real_4: 0.22388345003128052 (0.2131385454822678) | > loss_disc_real_5: 0.1799064576625824 (0.20436480704924503) | > loss_0: 2.22290301322937 (2.232824344770603) | > grad_norm_0: tensor(57.1004, device='cuda:0') (tensor(70.2945, device='cuda:0')) | > loss_gen: 2.7529468536376953 (2.7844193896976144) | > loss_kl: 2.1809611320495605 (2.198533416735998) | > loss_feat: 8.539731979370117 (8.550132826794574) | > loss_mel: 15.210426330566406 (15.33798005192954) | > loss_duration: 1.6500587463378906 (1.6223351574998708) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.334125518798828 (30.493400881075747) | > grad_norm_1: tensor(1023.5276, device='cuda:0') (tensor(1051.3179, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.7879 (0.7882780486373533) | > loader_time: 0.0143 (0.011338952216680197) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_89000.pth  --> TIME: 2025-02-20 04:42:06 -- STEP: 683/924 -- GLOBAL_STEP: 89050 | > loss_disc: 2.1665287017822266 (2.2330200850178183) | > loss_disc_real_0: 0.10618013143539429 (0.11374712920588159) | > loss_disc_real_1: 0.2016495168209076 (0.1923543451405723) | > loss_disc_real_2: 0.22502639889717102 (0.2036394568522888) | > loss_disc_real_3: 0.24807557463645935 (0.20782815951903091) | > loss_disc_real_4: 0.2120090276002884 (0.2132026393233769) | > loss_disc_real_5: 0.22279217839241028 (0.20429774942108334) | > loss_0: 2.1665287017822266 (2.2330200850178183) | > grad_norm_0: tensor(42.2978, device='cuda:0') (tensor(70.5566, device='cuda:0')) | > loss_gen: 2.9162588119506836 (2.7845182488638374) | > loss_kl: 2.1310160160064697 (2.197463016733423) | > loss_feat: 8.551836967468262 (8.548165793300198) | > loss_mel: 15.252363204956055 (15.332548860575061) | > loss_duration: 1.6312174797058105 (1.622118247375656) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.48269271850586 (30.484814201232105) | > grad_norm_1: tensor(772.2632, device='cuda:0') (tensor(1057.7922, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.8046 (0.7881267971385093) | > loader_time: 0.0116 (0.011373321273490935)  --> TIME: 2025-02-20 04:42:46 -- STEP: 733/924 -- GLOBAL_STEP: 89100 | > loss_disc: 2.3013339042663574 (2.232453974174773) | > loss_disc_real_0: 0.08283615857362747 (0.11396894566613118) | > loss_disc_real_1: 0.21518383920192719 (0.19214191228801847) | > loss_disc_real_2: 0.21774986386299133 (0.20343001894297089) | > loss_disc_real_3: 0.1940608024597168 (0.20767345288603248) | > loss_disc_real_4: 0.21902212500572205 (0.21316670172048616) | > loss_disc_real_5: 0.21669916808605194 (0.20425575922813777) | > loss_0: 2.3013339042663574 (2.232453974174773) | > grad_norm_0: tensor(76.8445, device='cuda:0') (tensor(71.1225, device='cuda:0')) | > loss_gen: 2.6607086658477783 (2.785767863912441) | > loss_kl: 2.2491185665130615 (2.2004441912470254) | > loss_feat: 8.396525382995605 (8.559479234000667) | > loss_mel: 16.38951873779297 (15.350885736015288) | > loss_duration: 1.621415615081787 (1.6220538743033415) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.317289352416992 (30.518630958026296) | > grad_norm_1: tensor(1108.8258, device='cuda:0') (tensor(1064.4689, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.8215 (0.7886052765917803) | > loader_time: 0.0138 (0.011383637887556584)  --> TIME: 2025-02-20 04:43:27 -- STEP: 783/924 -- GLOBAL_STEP: 89150 | > loss_disc: 1.9656537771224976 (2.2332253116605276) | > loss_disc_real_0: 0.05487717688083649 (0.11468593775036615) | > loss_disc_real_1: 0.19714750349521637 (0.1920673478285319) | > loss_disc_real_2: 0.20075340569019318 (0.20355152139870755) | > loss_disc_real_3: 0.23070627450942993 (0.20754581549006262) | > loss_disc_real_4: 0.22627602517604828 (0.21330463145960635) | > loss_disc_real_5: 0.17522171139717102 (0.2041904325686195) | > loss_0: 1.9656537771224976 (2.2332253116605276) | > grad_norm_0: tensor(25.2838, device='cuda:0') (tensor(70.6547, device='cuda:0')) | > loss_gen: 3.160275459289551 (2.7833046161047514) | > loss_kl: 2.219475030899048 (2.2003692696073243) | > loss_feat: 9.771903038024902 (8.552545591332443) | > loss_mel: 15.777589797973633 (15.345772288920474) | > loss_duration: 1.5912232398986816 (1.6223808079387037) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.52046585083008 (30.504372636933894) | > grad_norm_1: tensor(674.7106, device='cuda:0') (tensor(1067.5042, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.7641 (0.7888663503249783) | > loader_time: 0.0127 (0.011404675694413259)  --> TIME: 2025-02-20 04:44:07 -- STEP: 833/924 -- GLOBAL_STEP: 89200 | > loss_disc: 2.119469165802002 (2.2337095358220087) | > loss_disc_real_0: 0.06551068276166916 (0.11519530015949513) | > loss_disc_real_1: 0.1717389076948166 (0.19188598852877425) | > loss_disc_real_2: 0.20494040846824646 (0.203556633063582) | > loss_disc_real_3: 0.2520231604576111 (0.20748966093323823) | > loss_disc_real_4: 0.21916139125823975 (0.2132322110262523) | > loss_disc_real_5: 0.2308674305677414 (0.2041093228387088) | > loss_0: 2.119469165802002 (2.2337095358220087) | > grad_norm_0: tensor(34.5317, device='cuda:0') (tensor(70.4364, device='cuda:0')) | > loss_gen: 3.1577539443969727 (2.7828053827045363) | > loss_kl: 2.259657621383667 (2.198047952062374) | > loss_feat: 10.128544807434082 (8.554982121251204) | > loss_mel: 16.090835571289062 (15.356396229756552) | > loss_duration: 1.6220579147338867 (1.621958559586936) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.25885009765625 (30.514190302891176) | > grad_norm_1: tensor(1433.8508, device='cuda:0') (tensor(1069.4757, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.7711 (0.7891504721624361) | > loader_time: 0.0102 (0.011394475831561869)  --> TIME: 2025-02-20 04:44:48 -- STEP: 883/924 -- GLOBAL_STEP: 89250 | > loss_disc: 2.4118995666503906 (2.233421013687369) | > loss_disc_real_0: 0.14495603740215302 (0.11526336885212435) | > loss_disc_real_1: 0.2004784494638443 (0.19178350110319972) | > loss_disc_real_2: 0.18237805366516113 (0.2034900320919562) | > loss_disc_real_3: 0.2546188533306122 (0.20754012615669903) | > loss_disc_real_4: 0.25009456276893616 (0.2132779519967017) | > loss_disc_real_5: 0.19178080558776855 (0.20388525250206443) | > loss_0: 2.4118995666503906 (2.233421013687369) | > grad_norm_0: tensor(141.2810, device='cuda:0') (tensor(70.0261, device='cuda:0')) | > loss_gen: 2.6953229904174805 (2.7815859933401708) | > loss_kl: 2.2878198623657227 (2.198555225694168) | > loss_feat: 8.468405723571777 (8.556699781428643) | > loss_mel: 16.291624069213867 (15.354513677033266) | > loss_duration: 1.5925021171569824 (1.621768867307989) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.335674285888672 (30.513123601911293) | > grad_norm_1: tensor(815.5615, device='cuda:0') (tensor(1071.2723, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.7705 (0.789290585307275) | > loader_time: 0.0118 (0.01139242192761949)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2926888465881348 (2.2926888465881348) | > loss_disc_real_0: 0.16554023325443268 (0.16554023325443268) | > loss_disc_real_1: 0.21392500400543213 (0.21392500400543213) | > loss_disc_real_2: 0.21766845881938934 (0.21766845881938934) | > loss_disc_real_3: 0.2275601178407669 (0.2275601178407669) | > loss_disc_real_4: 0.20822221040725708 (0.20822221040725708) | > loss_disc_real_5: 0.20113390684127808 (0.20113390684127808) | > loss_0: 2.2926888465881348 (2.2926888465881348) | > loss_gen: 2.719961404800415 (2.719961404800415) | > loss_kl: 1.9369579553604126 (1.9369579553604126) | > loss_feat: 7.4577202796936035 (7.4577202796936035) | > loss_mel: 13.461111068725586 (13.461111068725586) | > loss_duration: 1.666532039642334 (1.666532039642334) | > loss_1: 27.24228286743164 (27.24228286743164)  --> STEP: 1 | > loss_disc: 2.319664478302002 (2.319664478302002) | > loss_disc_real_0: 0.14680877327919006 (0.14680877327919006) | > loss_disc_real_1: 0.24279749393463135 (0.24279749393463135) | > loss_disc_real_2: 0.23127755522727966 (0.23127755522727966) | > loss_disc_real_3: 0.25158265233039856 (0.25158265233039856) | > loss_disc_real_4: 0.26546233892440796 (0.26546233892440796) | > loss_disc_real_5: 0.25160157680511475 (0.25160157680511475) | > loss_0: 2.319664478302002 (2.319664478302002) | > loss_gen: 3.0620954036712646 (3.0620954036712646) | > loss_kl: 2.021144390106201 (2.021144390106201) | > loss_feat: 8.583032608032227 (8.583032608032227) | > loss_mel: 15.51551342010498 (15.51551342010498) | > loss_duration: 1.6823867559432983 (1.6823867559432983) | > loss_1: 30.864171981811523 (30.864171981811523)  --> STEP: 2 | > loss_disc: 2.248488426208496 (2.284076452255249) | > loss_disc_real_0: 0.13834649324417114 (0.1425776332616806) | > loss_disc_real_1: 0.2154569923877716 (0.22912724316120148) | > loss_disc_real_2: 0.24768149852752686 (0.23947952687740326) | > loss_disc_real_3: 0.26024574041366577 (0.25591419637203217) | > loss_disc_real_4: 0.24175909161567688 (0.2536107152700424) | > loss_disc_real_5: 0.20124457776546478 (0.22642307728528976) | > loss_0: 2.248488426208496 (2.284076452255249) | > loss_gen: 3.0350658893585205 (3.0485806465148926) | > loss_kl: 2.091374635696411 (2.056259512901306) | > loss_feat: 8.886092185974121 (8.734562397003174) | > loss_mel: 14.59943675994873 (15.057475090026855) | > loss_duration: 1.595025897026062 (1.6387063264846802) | > loss_1: 30.20699691772461 (30.535584449768066)  --> STEP: 3 | > loss_disc: 2.2663052082061768 (2.2781527042388916) | > loss_disc_real_0: 0.13702528178691864 (0.14072684943675995) | > loss_disc_real_1: 0.20830939710140228 (0.2221879611412684) | > loss_disc_real_2: 0.23519578576087952 (0.23805161317189535) | > loss_disc_real_3: 0.26263800263404846 (0.2581554651260376) | > loss_disc_real_4: 0.25249671936035156 (0.25323938330014545) | > loss_disc_real_5: 0.24122712016105652 (0.2313577582438787) | > loss_0: 2.2663052082061768 (2.2781527042388916) | > loss_gen: 3.0699269771575928 (3.0556960900624595) | > loss_kl: 1.9794673919677734 (2.0306621392567954) | > loss_feat: 8.973995208740234 (8.814373334248861) | > loss_mel: 15.476706504821777 (15.197218894958496) | > loss_duration: 1.6519155502319336 (1.643109401067098) | > loss_1: 31.15201187133789 (30.741060256958008)  --> STEP: 4 | > loss_disc: 2.357537269592285 (2.29799884557724) | > loss_disc_real_0: 0.15731561183929443 (0.14487404003739357) | > loss_disc_real_1: 0.23882006108760834 (0.2263459861278534) | > loss_disc_real_2: 0.2482844442129135 (0.2406098209321499) | > loss_disc_real_3: 0.2605709433555603 (0.2587593346834183) | > loss_disc_real_4: 0.2667582929134369 (0.2566191107034683) | > loss_disc_real_5: 0.23567244410514832 (0.2324364297091961) | > loss_0: 2.357537269592285 (2.29799884557724) | > loss_gen: 2.972683906555176 (3.0349430441856384) | > loss_kl: 2.020271062850952 (2.0280643701553345) | > loss_feat: 7.861236572265625 (8.576089143753052) | > loss_mel: 14.371978759765625 (14.990908861160278) | > loss_duration: 1.7521458864212036 (1.6703685224056244) | > loss_1: 28.978315353393555 (30.300374031066895)  --> STEP: 5 | > loss_disc: 2.2099769115448 (2.280394458770752) | > loss_disc_real_0: 0.10544056445360184 (0.13698734492063522) | > loss_disc_real_1: 0.19573529064655304 (0.2202238470315933) | > loss_disc_real_2: 0.18276795744895935 (0.22904144823551179) | > loss_disc_real_3: 0.2735520005226135 (0.26171786785125734) | > loss_disc_real_4: 0.25706416368484497 (0.25670812129974363) | > loss_disc_real_5: 0.24061472713947296 (0.23407208919525146) | > loss_0: 2.2099769115448 (2.280394458770752) | > loss_gen: 3.0431602001190186 (3.0365864753723146) | > loss_kl: 1.6368505954742432 (1.9498216152191161) | > loss_feat: 9.2999849319458 (8.7208683013916) | > loss_mel: 17.761133193969727 (15.544953727722168) | > loss_duration: 1.5438028573989868 (1.645055389404297) | > loss_1: 33.28493118286133 (30.89728546142578) --> EVAL PERFORMANCE | > avg_loader_time: 0.15591940879821778 (-0.005321073532104481) | > avg_loss_disc: 2.280394458770752 (+0.08900146484374982) | > avg_loss_disc_real_0: 0.13698734492063522 (-0.0007454276084900013) | > avg_loss_disc_real_1: 0.2202238470315933 (-0.010671174526214605) | > avg_loss_disc_real_2: 0.22904144823551179 (+0.00915375947952271) | > avg_loss_disc_real_3: 0.26171786785125734 (+0.05425985455513002) | > avg_loss_disc_real_4: 0.25670812129974363 (+0.040806683897972096) | > avg_loss_disc_real_5: 0.23407208919525146 (+0.01056341826915741) | > avg_loss_0: 2.280394458770752 (+0.08900146484374982) | > avg_loss_gen: 3.0365864753723146 (+0.18486824035644567) | > avg_loss_kl: 1.9498216152191161 (-0.06821966171264648) | > avg_loss_feat: 8.7208683013916 (+0.7690110206603995) | > avg_loss_mel: 15.544953727722168 (+0.9232131958007823) | > avg_loss_duration: 1.645055389404297 (+0.0036662817001342773) | > avg_loss_1: 30.89728546142578 (+1.81253890991211)  > EPOCH: 47/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 04:45:28)   --> TIME: 2025-02-20 04:45:38 -- STEP: 9/924 -- GLOBAL_STEP: 89300 | > loss_disc: 2.1333277225494385 (2.223056528303358) | > loss_disc_real_0: 0.1318294107913971 (0.12218125661214192) | > loss_disc_real_1: 0.18798671662807465 (0.18666980663935342) | > loss_disc_real_2: 0.1716255098581314 (0.2048155665397644) | > loss_disc_real_3: 0.1924900859594345 (0.20460032423337302) | > loss_disc_real_4: 0.17811138927936554 (0.20745602746804556) | > loss_disc_real_5: 0.1924450546503067 (0.19723983274565804) | > loss_0: 2.1333277225494385 (2.223056528303358) | > grad_norm_0: tensor(72.0916, device='cuda:0') (tensor(66.7815, device='cuda:0')) | > loss_gen: 2.7965731620788574 (2.790489594141642) | > loss_kl: 2.100802421569824 (2.139678955078125) | > loss_feat: 8.705960273742676 (8.613452858395046) | > loss_mel: 15.002823829650879 (15.367353545294868) | > loss_duration: 1.6419248580932617 (1.6082310676574707) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.248085021972656 (30.519205729166668) | > grad_norm_1: tensor(943.2531, device='cuda:0') (tensor(1019.1724, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.7777 (0.7858623398674859) | > loader_time: 0.0115 (0.011137008666992188)  --> TIME: 2025-02-20 04:46:18 -- STEP: 59/924 -- GLOBAL_STEP: 89350 | > loss_disc: 2.1393184661865234 (2.2274886389910153) | > loss_disc_real_0: 0.10169558227062225 (0.11054067345241368) | > loss_disc_real_1: 0.1758042871952057 (0.19268117996595674) | > loss_disc_real_2: 0.2062111645936966 (0.2062813424963062) | > loss_disc_real_3: 0.16641050577163696 (0.20705743310815197) | > loss_disc_real_4: 0.1824888437986374 (0.2117223103167647) | > loss_disc_real_5: 0.1995367556810379 (0.2020203145378727) | > loss_0: 2.1393184661865234 (2.2274886389910153) | > grad_norm_0: tensor(51.8492, device='cuda:0') (tensor(63.8390, device='cuda:0')) | > loss_gen: 2.6770260334014893 (2.7962148432004246) | > loss_kl: 2.253701686859131 (2.1568671565944864) | > loss_feat: 8.859169006347656 (8.620159868466652) | > loss_mel: 15.407787322998047 (15.50463503498142) | > loss_duration: 1.610586166381836 (1.6221969693394032) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.808271408081055 (30.700073727106645) | > grad_norm_1: tensor(1382.1963, device='cuda:0') (tensor(1085.3411, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.7995 (0.7866289049892102) | > loader_time: 0.0105 (0.011360152293059785)  --> TIME: 2025-02-20 04:46:58 -- STEP: 109/924 -- GLOBAL_STEP: 89400 | > loss_disc: 2.159297466278076 (2.215871132841897) | > loss_disc_real_0: 0.1463240385055542 (0.11061788145281853) | > loss_disc_real_1: 0.2277529239654541 (0.19143811346740894) | > loss_disc_real_2: 0.22399359941482544 (0.2040269503352839) | > loss_disc_real_3: 0.22046907246112823 (0.20740814288274959) | > loss_disc_real_4: 0.20049931108951569 (0.21214425522799885) | > loss_disc_real_5: 0.15785036981105804 (0.2003913092503853) | > loss_0: 2.159297466278076 (2.215871132841897) | > grad_norm_0: tensor(79.2169, device='cuda:0') (tensor(67.8183, device='cuda:0')) | > loss_gen: 2.9925339221954346 (2.8008163565889417) | > loss_kl: 2.0163233280181885 (2.1950227667432314) | > loss_feat: 9.1201753616333 (8.642690610448156) | > loss_mel: 15.541069030761719 (15.415153205941577) | > loss_duration: 1.6046433448791504 (1.6218652725219727) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.274744033813477 (30.675548238491793) | > grad_norm_1: tensor(742.1848, device='cuda:0') (tensor(1142.8774, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.7913 (0.7850716988974755) | > loader_time: 0.0166 (0.011352790605037584)  --> TIME: 2025-02-20 04:47:38 -- STEP: 159/924 -- GLOBAL_STEP: 89450 | > loss_disc: 2.1568760871887207 (2.227181682046853) | > loss_disc_real_0: 0.11118751764297485 (0.11272830300548542) | > loss_disc_real_1: 0.1465034931898117 (0.19139048944479264) | > loss_disc_real_2: 0.19723542034626007 (0.2036517896929627) | > loss_disc_real_3: 0.1766805350780487 (0.20773180963108376) | > loss_disc_real_4: 0.2065267115831375 (0.2133415660955621) | > loss_disc_real_5: 0.18046215176582336 (0.20221429575914107) | > loss_0: 2.1568760871887207 (2.227181682046853) | > grad_norm_0: tensor(60.9801, device='cuda:0') (tensor(70.3885, device='cuda:0')) | > loss_gen: 2.992008686065674 (2.783500615905667) | > loss_kl: 2.2749223709106445 (2.192691586302511) | > loss_feat: 9.059901237487793 (8.528202977570345) | > loss_mel: 15.596534729003906 (15.260379611321216) | > loss_duration: 1.6228890419006348 (1.6212451855341594) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.546255111694336 (30.38601986867077) | > grad_norm_1: tensor(906.5435, device='cuda:0') (tensor(1123.1323, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.7691 (0.7877062011814717) | > loader_time: 0.0128 (0.011324919994522193)  --> TIME: 2025-02-20 04:48:18 -- STEP: 209/924 -- GLOBAL_STEP: 89500 | > loss_disc: 2.165085554122925 (2.2301610143561112) | > loss_disc_real_0: 0.12167742103338242 (0.11290507770753934) | > loss_disc_real_1: 0.17319780588150024 (0.19219226522023597) | > loss_disc_real_2: 0.21190713346004486 (0.20413676196593417) | > loss_disc_real_3: 0.2193065732717514 (0.20742173129291624) | > loss_disc_real_4: 0.2203364074230194 (0.21342600546955492) | > loss_disc_real_5: 0.25302693247795105 (0.20315404699749923) | > loss_0: 2.165085554122925 (2.2301610143561112) | > grad_norm_0: tensor(100.5453, device='cuda:0') (tensor(68.5421, device='cuda:0')) | > loss_gen: 2.9815783500671387 (2.785893417431407) | > loss_kl: 2.1306698322296143 (2.1890014946175516) | > loss_feat: 8.311418533325195 (8.541955895401065) | > loss_mel: 14.955379486083984 (15.282222291499235) | > loss_duration: 1.6559569835662842 (1.6198649343691374) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.035003662109375 (30.418937902131148) | > grad_norm_1: tensor(982.6526, device='cuda:0') (tensor(1114.1465, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.7893 (0.7880348303671659) | > loader_time: 0.0109 (0.01133301383570621)  --> TIME: 2025-02-20 04:48:58 -- STEP: 259/924 -- GLOBAL_STEP: 89550 | > loss_disc: 2.140087127685547 (2.228295671433555) | > loss_disc_real_0: 0.07142820209264755 (0.110464719199651) | > loss_disc_real_1: 0.18782158195972443 (0.19314960358685968) | > loss_disc_real_2: 0.1893308460712433 (0.20408877402428954) | > loss_disc_real_3: 0.2249167412519455 (0.2069900399469501) | > loss_disc_real_4: 0.213186576962471 (0.21362277652536119) | > loss_disc_real_5: 0.20167919993400574 (0.20345015668500804) | > loss_0: 2.140087127685547 (2.228295671433555) | > grad_norm_0: tensor(54.2165, device='cuda:0') (tensor(68.5156, device='cuda:0')) | > loss_gen: 2.9054360389709473 (2.791943613626782) | > loss_kl: 2.191225051879883 (2.1822179058803997) | > loss_feat: 8.848151206970215 (8.55829833004925) | > loss_mel: 15.363369941711426 (15.308872138211166) | > loss_duration: 1.6472750902175903 (1.62095604071746) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.95545768737793 (30.462287924924873) | > grad_norm_1: tensor(889.8891, device='cuda:0') (tensor(1115.5121, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.8269 (0.7877485853364569) | > loader_time: 0.0148 (0.011397984957602955)  --> TIME: 2025-02-20 04:49:39 -- STEP: 309/924 -- GLOBAL_STEP: 89600 | > loss_disc: 2.149383306503296 (2.225170630081571) | > loss_disc_real_0: 0.11163385212421417 (0.10996223432780469) | > loss_disc_real_1: 0.19637233018875122 (0.19309057874008298) | > loss_disc_real_2: 0.17094936966896057 (0.2035855925295345) | > loss_disc_real_3: 0.1915869414806366 (0.2066558116751582) | > loss_disc_real_4: 0.19568468630313873 (0.21355735189899272) | > loss_disc_real_5: 0.21379844844341278 (0.20283691242674798) | > loss_0: 2.149383306503296 (2.225170630081571) | > grad_norm_0: tensor(37.0439, device='cuda:0') (tensor(69.0185, device='cuda:0')) | > loss_gen: 2.817476272583008 (2.797733805326195) | > loss_kl: 2.145880699157715 (2.184009557788811) | > loss_feat: 8.818061828613281 (8.57505396037425) | > loss_mel: 14.853259086608887 (15.307157007235926) | > loss_duration: 1.5663001537322998 (1.6202868176895435) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.200977325439453 (30.484241034992305) | > grad_norm_1: tensor(1613.2551, device='cuda:0') (tensor(1089.5190, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.7974 (0.7876302864173469) | > loader_time: 0.0109 (0.011490510119589407)  --> TIME: 2025-02-20 04:50:19 -- STEP: 359/924 -- GLOBAL_STEP: 89650 | > loss_disc: 2.222533941268921 (2.2302267883481406) | > loss_disc_real_0: 0.08144260942935944 (0.11140118670081693) | > loss_disc_real_1: 0.1722964197397232 (0.19286149565887992) | > loss_disc_real_2: 0.1793517768383026 (0.20361745872205347) | > loss_disc_real_3: 0.20994919538497925 (0.20661661850708782) | > loss_disc_real_4: 0.21350716054439545 (0.21418614502902814) | > loss_disc_real_5: 0.21718557178974152 (0.20356936466395031) | > loss_0: 2.222533941268921 (2.2302267883481406) | > grad_norm_0: tensor(62.9178, device='cuda:0') (tensor(68.3737, device='cuda:0')) | > loss_gen: 2.7983665466308594 (2.7897338143298227) | > loss_kl: 2.1873912811279297 (2.187977396678127) | > loss_feat: 8.397486686706543 (8.554478382333732) | > loss_mel: 15.23237133026123 (15.306196385439392) | > loss_duration: 1.6493995189666748 (1.620438639500015) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.2650146484375 (30.45882450305652) | > grad_norm_1: tensor(1244.8079, device='cuda:0') (tensor(1088.7638, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.7336 (0.7884342876317442) | > loader_time: 0.0095 (0.011493890066332809)  --> TIME: 2025-02-20 04:50:59 -- STEP: 409/924 -- GLOBAL_STEP: 89700 | > loss_disc: 2.2057597637176514 (2.2252564386517015) | > loss_disc_real_0: 0.13652367889881134 (0.1106524687342364) | > loss_disc_real_1: 0.2001519650220871 (0.1926146310305538) | > loss_disc_real_2: 0.21277852356433868 (0.20307518009888806) | > loss_disc_real_3: 0.1981760561466217 (0.20684662770962664) | > loss_disc_real_4: 0.1883387565612793 (0.21351397077582576) | > loss_disc_real_5: 0.18608246743679047 (0.20295883813522272) | > loss_0: 2.2057597637176514 (2.2252564386517015) | > grad_norm_0: tensor(105.1755, device='cuda:0') (tensor(69.7131, device='cuda:0')) | > loss_gen: 2.8218092918395996 (2.797836708847644) | > loss_kl: 2.0872914791107178 (2.189289577432832) | > loss_feat: 8.611255645751953 (8.588130421626817) | > loss_mel: 15.161251068115234 (15.33023565614136) | > loss_duration: 1.6452159881591797 (1.620280822798209) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.326824188232422 (30.525773064722934) | > grad_norm_1: tensor(1357.8945, device='cuda:0') (tensor(1071.2621, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.8042 (0.788578594809348) | > loader_time: 0.0119 (0.011523678133715048)  --> TIME: 2025-02-20 04:51:40 -- STEP: 459/924 -- GLOBAL_STEP: 89750 | > loss_disc: 2.4163389205932617 (2.226160656133248) | > loss_disc_real_0: 0.047322921454906464 (0.11183090085135307) | > loss_disc_real_1: 0.20507396757602692 (0.19253232458318248) | > loss_disc_real_2: 0.17511999607086182 (0.2027867675996294) | > loss_disc_real_3: 0.24340973794460297 (0.2070088647549449) | > loss_disc_real_4: 0.20766234397888184 (0.21346592909630088) | > loss_disc_real_5: 0.20176982879638672 (0.20302139378451062) | > loss_0: 2.4163389205932617 (2.226160656133248) | > grad_norm_0: tensor(88.4133, device='cuda:0') (tensor(70.7592, device='cuda:0')) | > loss_gen: 2.7190029621124268 (2.7990555955433907) | > loss_kl: 2.18971586227417 (2.185501664032861) | > loss_feat: 9.002368927001953 (8.590594588801215) | > loss_mel: 16.427318572998047 (15.344875327382471) | > loss_duration: 1.6334795951843262 (1.6199316474607048) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.971887588500977 (30.539958712841692) | > grad_norm_1: tensor(1815.4489, device='cuda:0') (tensor(1081.4270, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.8167 (0.78982940166864) | > loader_time: 0.0111 (0.011567227461239355)  --> TIME: 2025-02-20 04:52:21 -- STEP: 509/924 -- GLOBAL_STEP: 89800 | > loss_disc: 2.193814516067505 (2.2277584389759646) | > loss_disc_real_0: 0.12300626188516617 (0.11161852209354899) | > loss_disc_real_1: 0.17975325882434845 (0.19269837930886363) | > loss_disc_real_2: 0.18795952200889587 (0.20317732649608305) | > loss_disc_real_3: 0.20214387774467468 (0.20707277675508756) | > loss_disc_real_4: 0.20916025340557098 (0.2133801343223201) | > loss_disc_real_5: 0.18160098791122437 (0.20309846015365285) | > loss_0: 2.193814516067505 (2.2277584389759646) | > grad_norm_0: tensor(104.9067, device='cuda:0') (tensor(69.8433, device='cuda:0')) | > loss_gen: 2.9458651542663574 (2.7970426710274934) | > loss_kl: 2.2721951007843018 (2.1850467604129373) | > loss_feat: 9.26346206665039 (8.587906851515541) | > loss_mel: 15.58393383026123 (15.352529527630459) | > loss_duration: 1.582047700881958 (1.619691797698645) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.647504806518555 (30.542217498209716) | > grad_norm_1: tensor(945.5853, device='cuda:0') (tensor(1077.1776, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.7915 (0.7901951863864082) | > loader_time: 0.0108 (0.011532225168524186)  --> TIME: 2025-02-20 04:53:01 -- STEP: 559/924 -- GLOBAL_STEP: 89850 | > loss_disc: 2.2817602157592773 (2.2285727106821125) | > loss_disc_real_0: 0.12129982560873032 (0.1116782812424977) | > loss_disc_real_1: 0.20980285108089447 (0.19273118157612842) | > loss_disc_real_2: 0.22220857441425323 (0.20299956882255876) | > loss_disc_real_3: 0.20658960938453674 (0.20730324558687127) | > loss_disc_real_4: 0.2529258728027344 (0.21349790940237814) | > loss_disc_real_5: 0.20223303139209747 (0.20339090418410433) | > loss_0: 2.2817602157592773 (2.2285727106821125) | > grad_norm_0: tensor(65.6482, device='cuda:0') (tensor(69.4640, device='cuda:0')) | > loss_gen: 2.7206013202667236 (2.79225115912545) | > loss_kl: 2.1741154193878174 (2.184888332175866) | > loss_feat: 7.703885555267334 (8.571555815783709) | > loss_mel: 14.35949420928955 (15.322525401448098) | > loss_duration: 1.607309341430664 (1.6200739187929836) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.565406799316406 (30.491294516220503) | > grad_norm_1: tensor(1289.8595, device='cuda:0') (tensor(1084.5697, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.8027 (0.7900604148243745) | > loader_time: 0.0151 (0.011484617837213235)  --> TIME: 2025-02-20 04:53:41 -- STEP: 609/924 -- GLOBAL_STEP: 89900 | > loss_disc: 2.0449113845825195 (2.225232710000525) | > loss_disc_real_0: 0.06171279773116112 (0.11009197891651605) | > loss_disc_real_1: 0.17544807493686676 (0.1926912486993622) | > loss_disc_real_2: 0.2050449103116989 (0.20301496696296) | > loss_disc_real_3: 0.253002792596817 (0.20725445681800594) | > loss_disc_real_4: 0.17541904747486115 (0.21335039396689248) | > loss_disc_real_5: 0.21433965861797333 (0.2036003787284611) | > loss_0: 2.0449113845825195 (2.225232710000525) | > grad_norm_0: tensor(22.0514, device='cuda:0') (tensor(68.0120, device='cuda:0')) | > loss_gen: 2.9658854007720947 (2.793788561875793) | > loss_kl: 2.1878693103790283 (2.1862308376136843) | > loss_feat: 8.9178466796875 (8.56986612013015) | > loss_mel: 16.04252815246582 (15.288943076172881) | > loss_duration: 1.6052825450897217 (1.6198840503426408) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.719409942626953 (30.458712548066437) | > grad_norm_1: tensor(892.5847, device='cuda:0') (tensor(1080.9186, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.8044 (0.7899260712766094) | > loader_time: 0.0111 (0.011498866997328884)  --> TIME: 2025-02-20 04:54:21 -- STEP: 659/924 -- GLOBAL_STEP: 89950 | > loss_disc: 2.2933173179626465 (2.2260637019219636) | > loss_disc_real_0: 0.13358083367347717 (0.10993580455992127) | > loss_disc_real_1: 0.20731143653392792 (0.19261302535559244) | > loss_disc_real_2: 0.2133806049823761 (0.2034285830754974) | > loss_disc_real_3: 0.23283345997333527 (0.20730245104328088) | > loss_disc_real_4: 0.24764418601989746 (0.2134796854939555) | > loss_disc_real_5: 0.23603732883930206 (0.20338760920106377) | > loss_0: 2.2933173179626465 (2.2260637019219636) | > grad_norm_0: tensor(51.4998, device='cuda:0') (tensor(67.9778, device='cuda:0')) | > loss_gen: 2.891132354736328 (2.796808654513093) | > loss_kl: 2.221050262451172 (2.1859762294158562) | > loss_feat: 8.236496925354004 (8.583819403814791) | > loss_mel: 15.187582015991211 (15.290491056369905) | > loss_duration: 1.6506454944610596 (1.6198032492028382) | > amp_scaler: 128.0 (68.75872534142644) | > loss_1: 30.186908721923828 (30.476898503050275) | > grad_norm_1: tensor(1158.8657, device='cuda:0') (tensor(1063.3646, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.7819 (0.7895411251166519) | > loader_time: 0.0112 (0.011482534350683185)  --> TIME: 2025-02-20 04:55:02 -- STEP: 709/924 -- GLOBAL_STEP: 90000 | > loss_disc: 2.1459193229675293 (2.226096233628869) | > loss_disc_real_0: 0.06579506397247314 (0.10963265719457052) | > loss_disc_real_1: 0.14878998696804047 (0.19271809821068328) | > loss_disc_real_2: 0.16450580954551697 (0.20350060875728546) | > loss_disc_real_3: 0.22357213497161865 (0.20728135981159582) | > loss_disc_real_4: 0.20141488313674927 (0.2134879669030059) | > loss_disc_real_5: 0.17355626821517944 (0.20328454475729027) | > loss_0: 2.1459193229675293 (2.226096233628869) | > grad_norm_0: tensor(56.3045, device='cuda:0') (tensor(68.1900, device='cuda:0')) | > loss_gen: 3.0716052055358887 (2.7968541113042398) | > loss_kl: 2.0097010135650635 (2.1881390300557007) | > loss_feat: 9.675664901733398 (8.58794463336551) | > loss_mel: 16.081165313720703 (15.294222285616383) | > loss_duration: 1.6067664623260498 (1.6199005008248246) | > amp_scaler: 128.0 (72.93653032440062) | > loss_1: 32.44490432739258 (30.487060487690698) | > grad_norm_1: tensor(1069.6095, device='cuda:0') (tensor(1053.7345, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.7922 (0.7899088106303354) | > loader_time: 0.0117 (0.011475943375709863) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_90000.pth  --> TIME: 2025-02-20 04:55:45 -- STEP: 759/924 -- GLOBAL_STEP: 90050 | > loss_disc: 2.424717664718628 (2.229594597232199) | > loss_disc_real_0: 0.14829574525356293 (0.11065680060255904) | > loss_disc_real_1: 0.17507071793079376 (0.19280783667159185) | > loss_disc_real_2: 0.2308800220489502 (0.20373641639673043) | > loss_disc_real_3: 0.22306764125823975 (0.2075579042334173) | > loss_disc_real_4: 0.2437191605567932 (0.21396403947209494) | > loss_disc_real_5: 0.20596040785312653 (0.20327341831405807) | > loss_0: 2.424717664718628 (2.229594597232199) | > grad_norm_0: tensor(30.1559, device='cuda:0') (tensor(68.2893, device='cuda:0')) | > loss_gen: 2.407339572906494 (2.796250467400937) | > loss_kl: 1.949365496635437 (2.190040968780617) | > loss_feat: 7.1751322746276855 (8.58379846944794) | > loss_mel: 13.700176239013672 (15.312158759246547) | > loss_duration: 1.6518151760101318 (1.62028632757692) | > amp_scaler: 128.0 (76.56389986824779) | > loss_1: 26.883827209472656 (30.50253493167038) | > grad_norm_1: tensor(869.3762, device='cuda:0') (tensor(1048.6742, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.8172 (0.7906941023111654) | > loader_time: 0.0149 (0.011500162883552476)  --> TIME: 2025-02-20 04:56:25 -- STEP: 809/924 -- GLOBAL_STEP: 90100 | > loss_disc: 2.386385440826416 (2.2307241089706498) | > loss_disc_real_0: 0.07198172062635422 (0.11057804758132093) | > loss_disc_real_1: 0.18344926834106445 (0.19286172766104923) | > loss_disc_real_2: 0.21074922382831573 (0.20383720840379252) | > loss_disc_real_3: 0.19904819130897522 (0.207544170126632) | > loss_disc_real_4: 0.18006114661693573 (0.21400491184150922) | > loss_disc_real_5: 0.19442981481552124 (0.2035891271307973) | > loss_0: 2.386385440826416 (2.2307241089706498) | > grad_norm_0: tensor(44.4582, device='cuda:0') (tensor(66.8051, device='cuda:0')) | > loss_gen: 2.450857639312744 (2.793675631026847) | > loss_kl: 1.980563759803772 (2.1873017197338953) | > loss_feat: 7.669623374938965 (8.574679019866654) | > loss_mel: 14.329331398010254 (15.303976069569442) | > loss_duration: 1.6536312103271484 (1.6206235589438818) | > amp_scaler: 128.0 (79.74289245982703) | > loss_1: 28.084007263183594 (30.480255935631224) | > grad_norm_1: tensor(1477.1888, device='cuda:0') (tensor(1034.6161, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.8031 (0.7904149784587956) | > loader_time: 0.0113 (0.011495709271896602)  --> TIME: 2025-02-20 04:57:05 -- STEP: 859/924 -- GLOBAL_STEP: 90150 | > loss_disc: 2.1359314918518066 (2.23062025695796) | > loss_disc_real_0: 0.10462255030870438 (0.11013112191384067) | > loss_disc_real_1: 0.18137212097644806 (0.19313299555301122) | > loss_disc_real_2: 0.24922047555446625 (0.20394248164088685) | > loss_disc_real_3: 0.18589939177036285 (0.20763485723449407) | > loss_disc_real_4: 0.24146631360054016 (0.21400732710974874) | > loss_disc_real_5: 0.15835386514663696 (0.20350905293566252) | > loss_0: 2.1359314918518066 (2.23062025695796) | > grad_norm_0: tensor(67.0884, device='cuda:0') (tensor(66.2409, device='cuda:0')) | > loss_gen: 2.8492934703826904 (2.794329724295178) | > loss_kl: 2.1921424865722656 (2.189420338975948) | > loss_feat: 8.934954643249512 (8.576227845912465) | > loss_mel: 15.274887084960938 (15.304609643982788) | > loss_duration: 1.6769561767578125 (1.620579520676272) | > amp_scaler: 128.0 (82.55180442374864) | > loss_1: 30.928234100341797 (30.485167024854455) | > grad_norm_1: tensor(1693.8768, device='cuda:0') (tensor(1031.1117, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.7673 (0.7900971117341613) | > loader_time: 0.011 (0.011495220508508822)  --> TIME: 2025-02-20 04:57:45 -- STEP: 909/924 -- GLOBAL_STEP: 90200 | > loss_disc: 2.120297431945801 (2.23000200497697) | > loss_disc_real_0: 0.07539928704500198 (0.11013213202676954) | > loss_disc_real_1: 0.18672576546669006 (0.19318505490508156) | > loss_disc_real_2: 0.21976324915885925 (0.20397743720426031) | > loss_disc_real_3: 0.20909608900547028 (0.20758140006802392) | > loss_disc_real_4: 0.19717904925346375 (0.2138707088624159) | > loss_disc_real_5: 0.20843979716300964 (0.2035168218861844) | > loss_0: 2.120297431945801 (2.23000200497697) | > grad_norm_0: tensor(70.3780, device='cuda:0') (tensor(66.3948, device='cuda:0')) | > loss_gen: 2.9767017364501953 (2.7948641808512997) | > loss_kl: 2.3110620975494385 (2.1924779322018804) | > loss_feat: 8.560361862182617 (8.576532410054028) | > loss_mel: 15.832464218139648 (15.313625599029173) | > loss_duration: 1.6398744583129883 (1.6202803469858285) | > amp_scaler: 128.0 (85.05170517051714) | > loss_1: 31.320465087890625 (30.497780419025485) | > grad_norm_1: tensor(1166.0142, device='cuda:0') (tensor(1034.4741, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.8124 (0.7893101602497665) | > loader_time: 0.014 (0.011478608459791593)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.241820812225342 (2.241820812225342) | > loss_disc_real_0: 0.09093527495861053 (0.09093527495861053) | > loss_disc_real_1: 0.21239179372787476 (0.21239179372787476) | > loss_disc_real_2: 0.2446533888578415 (0.2446533888578415) | > loss_disc_real_3: 0.22145599126815796 (0.22145599126815796) | > loss_disc_real_4: 0.2418432980775833 (0.2418432980775833) | > loss_disc_real_5: 0.20327255129814148 (0.20327255129814148) | > loss_0: 2.241820812225342 (2.241820812225342) | > loss_gen: 2.786699056625366 (2.786699056625366) | > loss_kl: 2.097419261932373 (2.097419261932373) | > loss_feat: 7.74435567855835 (7.74435567855835) | > loss_mel: 13.545014381408691 (13.545014381408691) | > loss_duration: 1.6605393886566162 (1.6605393886566162) | > loss_1: 27.834028244018555 (27.834028244018555)  --> STEP: 1 | > loss_disc: 2.2864747047424316 (2.2864747047424316) | > loss_disc_real_0: 0.09882605075836182 (0.09882605075836182) | > loss_disc_real_1: 0.2103865146636963 (0.2103865146636963) | > loss_disc_real_2: 0.24538205564022064 (0.24538205564022064) | > loss_disc_real_3: 0.23214033246040344 (0.23214033246040344) | > loss_disc_real_4: 0.239005908370018 (0.239005908370018) | > loss_disc_real_5: 0.21264491975307465 (0.21264491975307465) | > loss_0: 2.2864747047424316 (2.2864747047424316) | > loss_gen: 2.674694776535034 (2.674694776535034) | > loss_kl: 2.0054471492767334 (2.0054471492767334) | > loss_feat: 7.851804256439209 (7.851804256439209) | > loss_mel: 13.890758514404297 (13.890758514404297) | > loss_duration: 1.680187702178955 (1.680187702178955) | > loss_1: 28.102890014648438 (28.102890014648438)  --> STEP: 2 | > loss_disc: 2.21940541267395 (2.252940058708191) | > loss_disc_real_0: 0.07944513857364655 (0.08913559466600418) | > loss_disc_real_1: 0.22521071135997772 (0.217798613011837) | > loss_disc_real_2: 0.23397256433963776 (0.2396773099899292) | > loss_disc_real_3: 0.23667415976524353 (0.2344072461128235) | > loss_disc_real_4: 0.24996443092823029 (0.24448516964912415) | > loss_disc_real_5: 0.19618460536003113 (0.2044147625565529) | > loss_0: 2.21940541267395 (2.252940058708191) | > loss_gen: 2.7866973876953125 (2.7306960821151733) | > loss_kl: 2.1097893714904785 (2.057618260383606) | > loss_feat: 8.449466705322266 (8.150635480880737) | > loss_mel: 14.332880020141602 (14.11181926727295) | > loss_duration: 1.5815805196762085 (1.6308841109275818) | > loss_1: 29.260414123535156 (28.681652069091797)  --> STEP: 3 | > loss_disc: 2.3408384323120117 (2.2822395165761313) | > loss_disc_real_0: 0.09334524720907211 (0.09053881218036015) | > loss_disc_real_1: 0.2244316041469574 (0.22000961005687714) | > loss_disc_real_2: 0.23505514860153198 (0.23813658952713013) | > loss_disc_real_3: 0.2659573554992676 (0.24492394924163818) | > loss_disc_real_4: 0.26833924651145935 (0.2524365286032359) | > loss_disc_real_5: 0.24755696952342987 (0.21879549821217856) | > loss_0: 2.3408384323120117 (2.2822395165761313) | > loss_gen: 2.6900389194488525 (2.717143694559733) | > loss_kl: 1.9730359315872192 (2.0294241507848105) | > loss_feat: 7.667912483215332 (7.989727814992269) | > loss_mel: 13.39661979675293 (13.873419443766275) | > loss_duration: 1.6525888442993164 (1.6381190220514934) | > loss_1: 27.38019561767578 (28.247833251953125)  --> STEP: 4 | > loss_disc: 2.1630311012268066 (2.2524374127388) | > loss_disc_real_0: 0.07856125384569168 (0.08754442259669304) | > loss_disc_real_1: 0.216086745262146 (0.21902889385819435) | > loss_disc_real_2: 0.23430734872817993 (0.23717927932739258) | > loss_disc_real_3: 0.2592036724090576 (0.24849388003349304) | > loss_disc_real_4: 0.2567752003669739 (0.2535211965441704) | > loss_disc_real_5: 0.21347081661224365 (0.21746432781219482) | > loss_0: 2.1630311012268066 (2.2524374127388) | > loss_gen: 2.9540414810180664 (2.7763681411743164) | > loss_kl: 1.9904886484146118 (2.0196902751922607) | > loss_feat: 8.867335319519043 (8.209129691123962) | > loss_mel: 15.402177810668945 (14.255609035491943) | > loss_duration: 1.7615046501159668 (1.6689654290676117) | > loss_1: 30.975547790527344 (28.92976188659668)  --> STEP: 5 | > loss_disc: 2.258538246154785 (2.253657579421997) | > loss_disc_real_0: 0.06335122883319855 (0.08270578384399414) | > loss_disc_real_1: 0.246992826461792 (0.2246216803789139) | > loss_disc_real_2: 0.254271924495697 (0.24059780836105346) | > loss_disc_real_3: 0.268135130405426 (0.2524221301078796) | > loss_disc_real_4: 0.24187679588794708 (0.2511923164129257) | > loss_disc_real_5: 0.26514047384262085 (0.22699955701828003) | > loss_0: 2.258538246154785 (2.253657579421997) | > loss_gen: 2.9297473430633545 (2.807043981552124) | > loss_kl: 1.971125841140747 (2.009977388381958) | > loss_feat: 7.980863571166992 (8.163476467132568) | > loss_mel: 13.629603385925293 (14.130407905578613) | > loss_duration: 1.5446703433990479 (1.6441064119338988) | > loss_1: 28.05600929260254 (28.755011367797852) --> EVAL PERFORMANCE | > avg_loader_time: 0.15822315216064453 (+0.0023037433624267523) | > avg_loss_disc: 2.253657579421997 (-0.026736879348754794) | > avg_loss_disc_real_0: 0.08270578384399414 (-0.054281561076641074) | > avg_loss_disc_real_1: 0.2246216803789139 (+0.004397833347320579) | > avg_loss_disc_real_2: 0.24059780836105346 (+0.011556360125541676) | > avg_loss_disc_real_3: 0.2524221301078796 (-0.009295737743377719) | > avg_loss_disc_real_4: 0.2511923164129257 (-0.00551580488681791) | > avg_loss_disc_real_5: 0.22699955701828003 (-0.00707253217697143) | > avg_loss_0: 2.253657579421997 (-0.026736879348754794) | > avg_loss_gen: 2.807043981552124 (-0.22954249382019043) | > avg_loss_kl: 2.009977388381958 (+0.06015577316284171) | > avg_loss_feat: 8.163476467132568 (-0.5573918342590325) | > avg_loss_mel: 14.130407905578613 (-1.4145458221435554) | > avg_loss_duration: 1.6441064119338988 (-0.0009489774703981269) | > avg_loss_1: 28.755011367797852 (-2.142274093627929)  > EPOCH: 48/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 04:58:05)   --> TIME: 2025-02-20 04:58:35 -- STEP: 35/924 -- GLOBAL_STEP: 90250 | > loss_disc: 2.265103578567505 (2.2452832426343647) | > loss_disc_real_0: 0.221525177359581 (0.12347825201494353) | > loss_disc_real_1: 0.20597206056118011 (0.19165057582514627) | > loss_disc_real_2: 0.23205484449863434 (0.20473340025969913) | > loss_disc_real_3: 0.2114918977022171 (0.2074761360883713) | > loss_disc_real_4: 0.21688280999660492 (0.21426945754459925) | > loss_disc_real_5: 0.21237900853157043 (0.20411761615957533) | > loss_0: 2.265103578567505 (2.2452832426343647) | > grad_norm_0: tensor(135.8092, device='cuda:0') (tensor(53.3769, device='cuda:0')) | > loss_gen: 2.9408435821533203 (2.749755900246756) | > loss_kl: 2.080288887023926 (2.184155334745135) | > loss_feat: 9.080168724060059 (8.589116818564278) | > loss_mel: 15.651262283325195 (15.548348426818848) | > loss_duration: 1.6506425142288208 (1.6208021232060024) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.40320587158203 (30.692178562709262) | > grad_norm_1: tensor(1549.6555, device='cuda:0') (tensor(1218.6204, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.7891 (0.7962620190211704) | > loader_time: 0.0099 (0.010468333108084543)  --> TIME: 2025-02-20 04:59:15 -- STEP: 85/924 -- GLOBAL_STEP: 90300 | > loss_disc: 2.431821823120117 (2.2425712893990903) | > loss_disc_real_0: 0.07949434220790863 (0.12117015892530189) | > loss_disc_real_1: 0.1672559529542923 (0.1915116878116832) | > loss_disc_real_2: 0.19322152435779572 (0.20437937694437364) | > loss_disc_real_3: 0.22910280525684357 (0.20689174006966984) | > loss_disc_real_4: 0.21851272881031036 (0.2126814572250142) | > loss_disc_real_5: 0.23527437448501587 (0.20492131990544937) | > loss_0: 2.431821823120117 (2.2425712893990903) | > grad_norm_0: tensor(41.0969, device='cuda:0') (tensor(66.8505, device='cuda:0')) | > loss_gen: 2.420851707458496 (2.7589914490194873) | > loss_kl: 2.161404609680176 (2.202719848296222) | > loss_feat: 7.155158042907715 (8.520101165771488) | > loss_mel: 13.557504653930664 (15.337777777279124) | > loss_duration: 1.6443324089050293 (1.6213815703111536) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.939250946044922 (30.440971778420842) | > grad_norm_1: tensor(469.9293, device='cuda:0') (tensor(1229.2064, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.8035 (0.7942488025216495) | > loader_time: 0.011 (0.011097877165850473)  --> TIME: 2025-02-20 04:59:55 -- STEP: 135/924 -- GLOBAL_STEP: 90350 | > loss_disc: 2.0779783725738525 (2.2438741383729157) | > loss_disc_real_0: 0.0577082484960556 (0.12478292836911148) | > loss_disc_real_1: 0.21126601099967957 (0.1915743820093296) | > loss_disc_real_2: 0.2027643769979477 (0.2037573876204314) | > loss_disc_real_3: 0.20767030119895935 (0.20667164756192102) | > loss_disc_real_4: 0.19125384092330933 (0.21189970274766287) | > loss_disc_real_5: 0.20161820948123932 (0.20604993458147403) | > loss_0: 2.0779783725738525 (2.2438741383729157) | > grad_norm_0: tensor(43.1080, device='cuda:0') (tensor(65.1957, device='cuda:0')) | > loss_gen: 2.9487836360931396 (2.743862605977941) | > loss_kl: 2.324727773666382 (2.2274761871055313) | > loss_feat: 9.902661323547363 (8.477590186507618) | > loss_mel: 16.358314514160156 (15.314419908876772) | > loss_duration: 1.635688304901123 (1.6224511067072551) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.1701774597168 (30.38580005787037) | > grad_norm_1: tensor(1012.1141, device='cuda:0') (tensor(1146.6981, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.8084 (0.7886942404287832) | > loader_time: 0.011 (0.011143845098989982)  --> TIME: 2025-02-20 05:00:35 -- STEP: 185/924 -- GLOBAL_STEP: 90400 | > loss_disc: 2.262415647506714 (2.2384300592783335) | > loss_disc_real_0: 0.1307540237903595 (0.12173845452835431) | > loss_disc_real_1: 0.19277305901050568 (0.1916210389620549) | > loss_disc_real_2: 0.2159879058599472 (0.20368067581911345) | > loss_disc_real_3: 0.1935943365097046 (0.20602680090311418) | > loss_disc_real_4: 0.23267126083374023 (0.21202801643191158) | > loss_disc_real_5: 0.18422789871692657 (0.2052577727549785) | > loss_0: 2.262415647506714 (2.2384300592783335) | > grad_norm_0: tensor(84.3086, device='cuda:0') (tensor(63.2674, device='cuda:0')) | > loss_gen: 2.7740707397460938 (2.750861267141393) | > loss_kl: 2.1452393531799316 (2.2256639287278457) | > loss_feat: 9.006991386413574 (8.477710971316776) | > loss_mel: 15.811984062194824 (15.269209980320285) | > loss_duration: 1.650541067123413 (1.6198944446202872) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.388826370239258 (30.343340590193463) | > grad_norm_1: tensor(1723.5823, device='cuda:0') (tensor(1111.6469, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.7853 (0.7880424409299284) | > loader_time: 0.0115 (0.011177641636616477)  --> TIME: 2025-02-20 05:01:16 -- STEP: 235/924 -- GLOBAL_STEP: 90450 | > loss_disc: 2.2616710662841797 (2.2389552486703757) | > loss_disc_real_0: 0.10695638507604599 (0.12212941189237098) | > loss_disc_real_1: 0.20736443996429443 (0.1915252665255932) | > loss_disc_real_2: 0.20698979496955872 (0.20365868286883576) | > loss_disc_real_3: 0.21141928434371948 (0.2063386646991081) | > loss_disc_real_4: 0.20714496076107025 (0.21182518094143968) | > loss_disc_real_5: 0.18215550482273102 (0.2048084153139845) | > loss_0: 2.2616710662841797 (2.2389552486703757) | > grad_norm_0: tensor(34.7041, device='cuda:0') (tensor(63.4459, device='cuda:0')) | > loss_gen: 2.671949863433838 (2.7526348996669685) | > loss_kl: 2.2493083477020264 (2.214695640827747) | > loss_feat: 8.137919425964355 (8.47858764364364) | > loss_mel: 13.60132122039795 (15.26788458722703) | > loss_duration: 1.6456462144851685 (1.6219717583757767) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.30614471435547 (30.33577455561212) | > grad_norm_1: tensor(974.7840, device='cuda:0') (tensor(1102.0090, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.779 (0.7889477547178877) | > loader_time: 0.0149 (0.011317011650572435)  --> TIME: 2025-02-20 05:01:56 -- STEP: 285/924 -- GLOBAL_STEP: 90500 | > loss_disc: 2.1274240016937256 (2.2384036570264585) | > loss_disc_real_0: 0.03733836114406586 (0.12067275416563478) | > loss_disc_real_1: 0.19322718679904938 (0.19169031188153385) | > loss_disc_real_2: 0.2104235738515854 (0.20402993549380383) | > loss_disc_real_3: 0.23998945951461792 (0.2066682575564636) | > loss_disc_real_4: 0.21240009367465973 (0.21215264117508606) | > loss_disc_real_5: 0.22077211737632751 (0.20477895093591592) | > loss_0: 2.1274240016937256 (2.2384036570264585) | > grad_norm_0: tensor(22.2820, device='cuda:0') (tensor(64.0055, device='cuda:0')) | > loss_gen: 2.8928310871124268 (2.7594627464026726) | > loss_kl: 2.1740682125091553 (2.2153729702297014) | > loss_feat: 8.572420120239258 (8.489021056995057) | > loss_mel: 14.997621536254883 (15.246307680899637) | > loss_duration: 1.6097016334533691 (1.6227168672963193) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.24664306640625 (30.332881378709224) | > grad_norm_1: tensor(365.5321, device='cuda:0') (tensor(1065.8660, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.839 (0.7886103604969228) | > loader_time: 0.0171 (0.011355811671206828)  --> TIME: 2025-02-20 05:02:36 -- STEP: 335/924 -- GLOBAL_STEP: 90550 | > loss_disc: 2.236255407333374 (2.2343430120553562) | > loss_disc_real_0: 0.10442566126585007 (0.1162380860089811) | > loss_disc_real_1: 0.18154402077198029 (0.1915501929041165) | > loss_disc_real_2: 0.17054383456707 (0.2044147690285498) | > loss_disc_real_3: 0.18953797221183777 (0.20733338843530683) | > loss_disc_real_4: 0.17876744270324707 (0.2122754444382084) | > loss_disc_real_5: 0.17959138751029968 (0.20475773762411145) | > loss_0: 2.236255407333374 (2.2343430120553562) | > grad_norm_0: tensor(75.6335, device='cuda:0') (tensor(61.6115, device='cuda:0')) | > loss_gen: 2.689035654067993 (2.767140628330743) | > loss_kl: 2.186574935913086 (2.2170415490420905) | > loss_feat: 8.293856620788574 (8.509809691870387) | > loss_mel: 14.29559326171875 (15.238743838979238) | > loss_duration: 1.5901342630386353 (1.621933054212314) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.055192947387695 (30.35466882506413) | > grad_norm_1: tensor(1585.5133, device='cuda:0') (tensor(1025.1621, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.8252 (0.7896075611683859) | > loader_time: 0.0136 (0.01143479418398729)  --> TIME: 2025-02-20 05:03:17 -- STEP: 385/924 -- GLOBAL_STEP: 90600 | > loss_disc: 2.1403815746307373 (2.233155701996448) | > loss_disc_real_0: 0.09345484524965286 (0.11664144351788155) | > loss_disc_real_1: 0.19256258010864258 (0.1915833021526213) | > loss_disc_real_2: 0.20056235790252686 (0.20383456004904466) | > loss_disc_real_3: 0.18464741110801697 (0.20760480924086136) | > loss_disc_real_4: 0.19972975552082062 (0.21234693124696805) | > loss_disc_real_5: 0.19300954043865204 (0.2048891240900213) | > loss_0: 2.1403815746307373 (2.233155701996448) | > grad_norm_0: tensor(59.9118, device='cuda:0') (tensor(61.0539, device='cuda:0')) | > loss_gen: 2.8020339012145996 (2.7690319160362344) | > loss_kl: 2.135199785232544 (2.2220345952294096) | > loss_feat: 8.482250213623047 (8.514506986543722) | > loss_mel: 14.682709693908691 (15.251838163896041) | > loss_duration: 1.5950732231140137 (1.6216038719400183) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.697267532348633 (30.379015588141108) | > grad_norm_1: tensor(733.3268, device='cuda:0') (tensor(1014.3256, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.8019 (0.7907884634934462) | > loader_time: 0.0106 (0.01137370196255771)  --> TIME: 2025-02-20 05:03:58 -- STEP: 435/924 -- GLOBAL_STEP: 90650 | > loss_disc: 2.305232524871826 (2.2282263358434062) | > loss_disc_real_0: 0.07095032185316086 (0.11389927485122762) | > loss_disc_real_1: 0.2117215096950531 (0.19183933481402782) | > loss_disc_real_2: 0.18619826436042786 (0.20397076733496) | > loss_disc_real_3: 0.20223045349121094 (0.20713498955485465) | > loss_disc_real_4: 0.21232499182224274 (0.21253352233733253) | > loss_disc_real_5: 0.14614033699035645 (0.20453238124134898) | > loss_0: 2.305232524871826 (2.2282263358434062) | > grad_norm_0: tensor(78.2032, device='cuda:0') (tensor(59.3785, device='cuda:0')) | > loss_gen: 2.6327614784240723 (2.7736926308993635) | > loss_kl: 2.3185195922851562 (2.2171104244802207) | > loss_feat: 8.089689254760742 (8.531075916071043) | > loss_mel: 13.472912788391113 (15.25099171386368) | > loss_duration: 1.5420457124710083 (1.6214260057471264) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.05592918395996 (30.39429676450532) | > grad_norm_1: tensor(1179.3323, device='cuda:0') (tensor(1002.6431, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.8169 (0.7909747003138751) | > loader_time: 0.0109 (0.011328098143654312)  --> TIME: 2025-02-20 05:04:38 -- STEP: 485/924 -- GLOBAL_STEP: 90700 | > loss_disc: 2.189157485961914 (2.2292498571356565) | > loss_disc_real_0: 0.052010346204042435 (0.11405545528786085) | > loss_disc_real_1: 0.18673527240753174 (0.19219014850473895) | > loss_disc_real_2: 0.2056242972612381 (0.20417922636897295) | > loss_disc_real_3: 0.15242034196853638 (0.2067478796255957) | > loss_disc_real_4: 0.19360986351966858 (0.21298735777741856) | > loss_disc_real_5: 0.20313861966133118 (0.2043584198374109) | > loss_0: 2.189157485961914 (2.2292498571356565) | > grad_norm_0: tensor(49.3205, device='cuda:0') (tensor(60.2433, device='cuda:0')) | > loss_gen: 2.663877487182617 (2.7741974530760776) | > loss_kl: 2.320218324661255 (2.2150262414794617) | > loss_feat: 8.76779556274414 (8.530265859230274) | > loss_mel: 15.296523094177246 (15.24621967630288) | > loss_duration: 1.6456565856933594 (1.6212040630812496) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.69407081604004 (30.386913382146776) | > grad_norm_1: tensor(1187.5776, device='cuda:0') (tensor(1002.9896, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.7997 (0.79113829996168) | > loader_time: 0.0113 (0.011262709824080324)  --> TIME: 2025-02-20 05:05:18 -- STEP: 535/924 -- GLOBAL_STEP: 90750 | > loss_disc: 2.166604995727539 (2.2322042788300576) | > loss_disc_real_0: 0.1298394650220871 (0.11454794140550019) | > loss_disc_real_1: 0.18598367273807526 (0.1924108018384916) | > loss_disc_real_2: 0.19146612286567688 (0.20434234459823536) | > loss_disc_real_3: 0.15703870356082916 (0.20709238840597813) | > loss_disc_real_4: 0.1940518319606781 (0.2132683194407793) | > loss_disc_real_5: 0.18088024854660034 (0.20428882369371218) | > loss_0: 2.166604995727539 (2.2322042788300576) | > grad_norm_0: tensor(127.4348, device='cuda:0') (tensor(60.6945, device='cuda:0')) | > loss_gen: 2.737300395965576 (2.771682644781665) | > loss_kl: 2.303217649459839 (2.216351180433114) | > loss_feat: 8.81827449798584 (8.51631778645738) | > loss_mel: 15.9430513381958 (15.239276586514766) | > loss_duration: 1.6269595623016357 (1.6213004450931727) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.428804397583008 (30.364928725055442) | > grad_norm_1: tensor(1292.8196, device='cuda:0') (tensor(1020.5082, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.7761 (0.7907615964657793) | > loader_time: 0.0103 (0.011207298029248964)  --> TIME: 2025-02-20 05:05:59 -- STEP: 585/924 -- GLOBAL_STEP: 90800 | > loss_disc: 2.2069249153137207 (2.228978054136293) | > loss_disc_real_0: 0.1569671630859375 (0.112756944877597) | > loss_disc_real_1: 0.2082911878824234 (0.192464243576058) | > loss_disc_real_2: 0.16842858493328094 (0.2040202951584107) | > loss_disc_real_3: 0.17425547540187836 (0.2071332674760085) | > loss_disc_real_4: 0.22185900807380676 (0.21341771952107436) | > loss_disc_real_5: 0.17405283451080322 (0.20429027839603583) | > loss_0: 2.2069249153137207 (2.228978054136293) | > grad_norm_0: tensor(63.2431, device='cuda:0') (tensor(59.7322, device='cuda:0')) | > loss_gen: 2.919395685195923 (2.7789387001950514) | > loss_kl: 2.360943555831909 (2.211395509018858) | > loss_feat: 8.907678604125977 (8.535970753889814) | > loss_mel: 16.20413589477539 (15.24726012955364) | > loss_duration: 1.6653494834899902 (1.6212917535732951) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.05750274658203 (30.39485693059416) | > grad_norm_1: tensor(1096.2605, device='cuda:0') (tensor(1003.9005, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.8161 (0.7909447910439256) | > loader_time: 0.0137 (0.01123133602305356)  --> TIME: 2025-02-20 05:06:39 -- STEP: 635/924 -- GLOBAL_STEP: 90850 | > loss_disc: 2.1947062015533447 (2.226728659164249) | > loss_disc_real_0: 0.07030370831489563 (0.11260948721759433) | > loss_disc_real_1: 0.1947127878665924 (0.19237573177326384) | > loss_disc_real_2: 0.1803002953529358 (0.2039880930673418) | > loss_disc_real_3: 0.18704231083393097 (0.2070354545679617) | > loss_disc_real_4: 0.18438155949115753 (0.21330029938633996) | > loss_disc_real_5: 0.18029707670211792 (0.20377908999056327) | > loss_0: 2.1947062015533447 (2.226728659164249) | > grad_norm_0: tensor(59.8051, device='cuda:0') (tensor(60.0693, device='cuda:0')) | > loss_gen: 2.7000064849853516 (2.782625207375353) | > loss_kl: 2.21028470993042 (2.2129226586950113) | > loss_feat: 9.151897430419922 (8.552596961794867) | > loss_mel: 16.083805084228516 (15.251097458366335) | > loss_duration: 1.6056114435195923 (1.6206354659373354) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.751605987548828 (30.419877837774322) | > grad_norm_1: tensor(824.7917, device='cuda:0') (tensor(1000.4060, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.7887 (0.7907426263403708) | > loader_time: 0.0107 (0.011223165256770582)  --> TIME: 2025-02-20 05:07:19 -- STEP: 685/924 -- GLOBAL_STEP: 90900 | > loss_disc: 2.2443957328796387 (2.227190478700791) | > loss_disc_real_0: 0.10450658202171326 (0.11279722091327184) | > loss_disc_real_1: 0.22436200082302094 (0.1922190650536196) | > loss_disc_real_2: 0.19251424074172974 (0.20406935243275906) | > loss_disc_real_3: 0.18428240716457367 (0.2071996121293436) | > loss_disc_real_4: 0.18644344806671143 (0.21331369426563718) | > loss_disc_real_5: 0.2681633234024048 (0.2041054472653535) | > loss_0: 2.2443957328796387 (2.227190478700791) | > grad_norm_0: tensor(24.3345, device='cuda:0') (tensor(60.3619, device='cuda:0')) | > loss_gen: 2.7529428005218506 (2.7824515200009308) | > loss_kl: 2.2332041263580322 (2.2142530825886424) | > loss_feat: 8.752679824829102 (8.561043308425111) | > loss_mel: 15.235867500305176 (15.270856001081258) | > loss_duration: 1.6257671117782593 (1.620365940915406) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.600461959838867 (30.448969939851413) | > grad_norm_1: tensor(1058.4377, device='cuda:0') (tensor(997.0901, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.8109 (0.7906649867983634) | > loader_time: 0.0115 (0.011203595669600223)  --> TIME: 2025-02-20 05:08:00 -- STEP: 735/924 -- GLOBAL_STEP: 90950 | > loss_disc: 2.0998926162719727 (2.2253800311056136) | > loss_disc_real_0: 0.08959255367517471 (0.11248405725017291) | > loss_disc_real_1: 0.18006552755832672 (0.1920461876862714) | > loss_disc_real_2: 0.1738594025373459 (0.20404549024137503) | > loss_disc_real_3: 0.22192397713661194 (0.2071883096175939) | > loss_disc_real_4: 0.26167336106300354 (0.21333210373005906) | > loss_disc_real_5: 0.20257216691970825 (0.20375901282239123) | > loss_0: 2.0998926162719727 (2.2253800311056136) | > grad_norm_0: tensor(44.0987, device='cuda:0') (tensor(60.5364, device='cuda:0')) | > loss_gen: 3.0287530422210693 (2.786888316861626) | > loss_kl: 2.268217086791992 (2.2145814170642777) | > loss_feat: 9.028050422668457 (8.577831880738126) | > loss_mel: 14.897078514099121 (15.2834665467139) | > loss_duration: 1.5792064666748047 (1.6203914384452656) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.801305770874023 (30.48315968156672) | > grad_norm_1: tensor(988.0178, device='cuda:0') (tensor(992.2615, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.7968 (0.7916971430486566) | > loader_time: 0.0114 (0.011215902185764447)  --> TIME: 2025-02-20 05:08:41 -- STEP: 785/924 -- GLOBAL_STEP: 91000 | > loss_disc: 2.081859827041626 (2.2257852141264913) | > loss_disc_real_0: 0.13583523035049438 (0.11261444587948595) | > loss_disc_real_1: 0.16117653250694275 (0.192019512110455) | > loss_disc_real_2: 0.16390255093574524 (0.20378222585104067) | > loss_disc_real_3: 0.20210294425487518 (0.20718395628367253) | > loss_disc_real_4: 0.20014531910419464 (0.21331934106957387) | > loss_disc_real_5: 0.2767917811870575 (0.20402641638069396) | > loss_0: 2.081859827041626 (2.2257852141264913) | > grad_norm_0: tensor(51.4635, device='cuda:0') (tensor(60.3888, device='cuda:0')) | > loss_gen: 3.140392303466797 (2.7895855596870374) | > loss_kl: 2.0449581146240234 (2.2146657248211525) | > loss_feat: 9.954018592834473 (8.586140743182712) | > loss_mel: 16.438796997070312 (15.283281284988306) | > loss_duration: 1.5981063842773438 (1.6210988065999017) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.176273345947266 (30.49477218822309) | > grad_norm_1: tensor(528.2377, device='cuda:0') (tensor(981.1005, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.7196 (0.7918220431941333) | > loader_time: 0.0085 (0.011246301262242023) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_91000.pth  --> TIME: 2025-02-20 05:09:23 -- STEP: 835/924 -- GLOBAL_STEP: 91050 | > loss_disc: 2.2395291328430176 (2.2269524164542496) | > loss_disc_real_0: 0.07328154146671295 (0.11301365301771435) | > loss_disc_real_1: 0.20226922631263733 (0.19190120845140812) | > loss_disc_real_2: 0.21019765734672546 (0.20385644323454638) | > loss_disc_real_3: 0.21902063488960266 (0.20720287941530072) | > loss_disc_real_4: 0.20060212910175323 (0.2133089061447247) | > loss_disc_real_5: 0.21102730929851532 (0.20425109370739875) | > loss_0: 2.2395291328430176 (2.2269524164542496) | > grad_norm_0: tensor(43.5085, device='cuda:0') (tensor(60.2042, device='cuda:0')) | > loss_gen: 2.7451231479644775 (2.786675798107764) | > loss_kl: 2.246655225753784 (2.214605819536541) | > loss_feat: 8.183117866516113 (8.58434680264866) | > loss_mel: 14.572688102722168 (15.290949285815575) | > loss_duration: 1.6202155351638794 (1.6209702507464463) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.367799758911133 (30.4975480199574) | > grad_norm_1: tensor(1132.0714, device='cuda:0') (tensor(984.7761, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.785 (0.791357710261545) | > loader_time: 0.0108 (0.01125201522233244)  --> TIME: 2025-02-20 05:10:03 -- STEP: 885/924 -- GLOBAL_STEP: 91100 | > loss_disc: 2.1604549884796143 (2.2284974210006387) | > loss_disc_real_0: 0.0642353817820549 (0.11340143772547191) | > loss_disc_real_1: 0.16789008677005768 (0.19196773038408851) | > loss_disc_real_2: 0.1822655349969864 (0.2040960544078363) | > loss_disc_real_3: 0.19923920929431915 (0.20719826213047324) | > loss_disc_real_4: 0.1640360802412033 (0.2132620245049903) | > loss_disc_real_5: 0.15243986248970032 (0.2040493044476051) | > loss_0: 2.1604549884796143 (2.2284974210006387) | > grad_norm_0: tensor(54.4752, device='cuda:0') (tensor(60.6467, device='cuda:0')) | > loss_gen: 2.646893262863159 (2.7855024256948697) | > loss_kl: 2.211237907409668 (2.213824488887679) | > loss_feat: 9.369026184082031 (8.58064482629635) | > loss_mel: 16.558738708496094 (15.289681927093678) | > loss_duration: 1.6195768117904663 (1.6210268372196255) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.40547180175781 (30.490680556647522) | > grad_norm_1: tensor(521.7313, device='cuda:0') (tensor(983.6847, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.8117 (0.7912106656758802) | > loader_time: 0.0116 (0.01124777497544801)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.262678623199463 (2.262678623199463) | > loss_disc_real_0: 0.11948873102664948 (0.11948873102664948) | > loss_disc_real_1: 0.2301827371120453 (0.2301827371120453) | > loss_disc_real_2: 0.21548378467559814 (0.21548378467559814) | > loss_disc_real_3: 0.21630023419857025 (0.21630023419857025) | > loss_disc_real_4: 0.21079635620117188 (0.21079635620117188) | > loss_disc_real_5: 0.2250780612230301 (0.2250780612230301) | > loss_0: 2.262678623199463 (2.262678623199463) | > loss_gen: 2.6349940299987793 (2.6349940299987793) | > loss_kl: 2.0831081867218018 (2.0831081867218018) | > loss_feat: 7.439702033996582 (7.439702033996582) | > loss_mel: 14.018125534057617 (14.018125534057617) | > loss_duration: 1.678240180015564 (1.678240180015564) | > loss_1: 27.854169845581055 (27.854169845581055)  --> STEP: 1 | > loss_disc: 2.284024953842163 (2.284024953842163) | > loss_disc_real_0: 0.11300132423639297 (0.11300132423639297) | > loss_disc_real_1: 0.23340684175491333 (0.23340684175491333) | > loss_disc_real_2: 0.24882814288139343 (0.24882814288139343) | > loss_disc_real_3: 0.1983526349067688 (0.1983526349067688) | > loss_disc_real_4: 0.1910647749900818 (0.1910647749900818) | > loss_disc_real_5: 0.18072094023227692 (0.18072094023227692) | > loss_0: 2.284024953842163 (2.284024953842163) | > loss_gen: 2.4496498107910156 (2.4496498107910156) | > loss_kl: 2.07490611076355 (2.07490611076355) | > loss_feat: 7.878210067749023 (7.878210067749023) | > loss_mel: 14.772610664367676 (14.772610664367676) | > loss_duration: 1.6854033470153809 (1.6854033470153809) | > loss_1: 28.860780715942383 (28.860780715942383)  --> STEP: 2 | > loss_disc: 2.2638752460479736 (2.2739500999450684) | > loss_disc_real_0: 0.09773792326450348 (0.10536962375044823) | > loss_disc_real_1: 0.2355881929397583 (0.23449751734733582) | > loss_disc_real_2: 0.22954724729061127 (0.23918769508600235) | > loss_disc_real_3: 0.2287980616092682 (0.2135753482580185) | > loss_disc_real_4: 0.18896465003490448 (0.19001471251249313) | > loss_disc_real_5: 0.22695010900497437 (0.20383552461862564) | > loss_0: 2.2638752460479736 (2.2739500999450684) | > loss_gen: 2.6004881858825684 (2.525068998336792) | > loss_kl: 2.2298152446746826 (2.152360677719116) | > loss_feat: 8.168832778930664 (8.023521423339844) | > loss_mel: 14.28744125366211 (14.530025959014893) | > loss_duration: 1.5847936868667603 (1.6350985169410706) | > loss_1: 28.871370315551758 (28.86607551574707)  --> STEP: 3 | > loss_disc: 2.194040536880493 (2.2473135789235434) | > loss_disc_real_0: 0.11819105595350266 (0.1096434344847997) | > loss_disc_real_1: 0.21604681015014648 (0.22834728161493936) | > loss_disc_real_2: 0.23868954181671143 (0.2390216439962387) | > loss_disc_real_3: 0.19592350721359253 (0.20769140124320984) | > loss_disc_real_4: 0.18399548530578613 (0.1880083034435908) | > loss_disc_real_5: 0.18315868079662323 (0.19694324334462485) | > loss_0: 2.194040536880493 (2.2473135789235434) | > loss_gen: 2.5575482845306396 (2.5358954270680747) | > loss_kl: 2.1012160778045654 (2.135312477747599) | > loss_feat: 7.248687267303467 (7.765243371327718) | > loss_mel: 13.88535213470459 (14.315134684244791) | > loss_duration: 1.667319416999817 (1.6458388169606526) | > loss_1: 27.460124969482422 (28.397425333658855)  --> STEP: 4 | > loss_disc: 2.41081166267395 (2.288188099861145) | > loss_disc_real_0: 0.14216426014900208 (0.1177736409008503) | > loss_disc_real_1: 0.22694627940654755 (0.22799703106284142) | > loss_disc_real_2: 0.2406514436006546 (0.23942909389734268) | > loss_disc_real_3: 0.2347208857536316 (0.21444877237081528) | > loss_disc_real_4: 0.21831636130809784 (0.19558531790971756) | > loss_disc_real_5: 0.2374696433544159 (0.2070748433470726) | > loss_0: 2.41081166267395 (2.288188099861145) | > loss_gen: 2.405641555786133 (2.503331959247589) | > loss_kl: 2.042241096496582 (2.112044632434845) | > loss_feat: 6.490938186645508 (7.4466670751571655) | > loss_mel: 12.108299255371094 (13.763425827026367) | > loss_duration: 1.7512909173965454 (1.6722018420696259) | > loss_1: 24.798412322998047 (27.497672080993652)  --> STEP: 5 | > loss_disc: 2.266896963119507 (2.283929872512817) | > loss_disc_real_0: 0.1266455352306366 (0.11954801976680755) | > loss_disc_real_1: 0.2613068222999573 (0.23465898931026458) | > loss_disc_real_2: 0.1954222023487091 (0.23062771558761597) | > loss_disc_real_3: 0.20142218470573425 (0.21184345483779907) | > loss_disc_real_4: 0.13034291565418243 (0.18253683745861055) | > loss_disc_real_5: 0.21346859633922577 (0.20835359394550323) | > loss_0: 2.266896963119507 (2.283929872512817) | > loss_gen: 2.3753156661987305 (2.4777287006378175) | > loss_kl: 1.7757527828216553 (2.044786262512207) | > loss_feat: 8.518102645874023 (7.660954189300537) | > loss_mel: 13.522049903869629 (13.71515064239502) | > loss_duration: 1.5532259941101074 (1.6484066724777222) | > loss_1: 27.744449615478516 (27.547027587890625) --> EVAL PERFORMANCE | > avg_loader_time: 0.15800232887268068 (-0.00022082328796385609) | > avg_loss_disc: 2.283929872512817 (+0.030272293090820135) | > avg_loss_disc_real_0: 0.11954801976680755 (+0.03684223592281341) | > avg_loss_disc_real_1: 0.23465898931026458 (+0.010037308931350686) | > avg_loss_disc_real_2: 0.23062771558761597 (-0.009970092773437494) | > avg_loss_disc_real_3: 0.21184345483779907 (-0.04057867527008055) | > avg_loss_disc_real_4: 0.18253683745861055 (-0.06865547895431517) | > avg_loss_disc_real_5: 0.20835359394550323 (-0.0186459630727768) | > avg_loss_0: 2.283929872512817 (+0.030272293090820135) | > avg_loss_gen: 2.4777287006378175 (-0.32931528091430673) | > avg_loss_kl: 2.044786262512207 (+0.03480887413024902) | > avg_loss_feat: 7.660954189300537 (-0.5025222778320311) | > avg_loss_mel: 13.71515064239502 (-0.4152572631835927) | > avg_loss_duration: 1.6484066724777222 (+0.004300260543823375) | > avg_loss_1: 27.547027587890625 (-1.2079837799072273)  > EPOCH: 49/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 05:10:42)   --> TIME: 2025-02-20 05:10:53 -- STEP: 11/924 -- GLOBAL_STEP: 91150 | > loss_disc: 2.376448154449463 (2.2013917836275967) | > loss_disc_real_0: 0.2010270357131958 (0.12119230086153204) | > loss_disc_real_1: 0.2025688737630844 (0.19138228757814926) | > loss_disc_real_2: 0.20641261339187622 (0.19766371629454874) | > loss_disc_real_3: 0.23254017531871796 (0.21075548773462122) | > loss_disc_real_4: 0.2400522530078888 (0.2094236747785048) | > loss_disc_real_5: 0.19050084054470062 (0.1972817047075792) | > loss_0: 2.376448154449463 (2.2013917836275967) | > grad_norm_0: tensor(81.8242, device='cuda:0') (tensor(70.6755, device='cuda:0')) | > loss_gen: 2.6251606941223145 (2.8500823324376885) | > loss_kl: 2.2775142192840576 (2.2009741826490923) | > loss_feat: 7.9149932861328125 (8.595242153514516) | > loss_mel: 15.14693832397461 (15.171520753340287) | > loss_duration: 1.6279376745224 (1.6084746013988147) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.592544555664062 (30.426294153386895) | > grad_norm_1: tensor(702.5222, device='cuda:0') (tensor(846.8312, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.7867 (0.780422492460771) | > loader_time: 0.0094 (0.010348363356156782)  --> TIME: 2025-02-20 05:11:33 -- STEP: 61/924 -- GLOBAL_STEP: 91200 | > loss_disc: 2.1479597091674805 (2.236660414054745) | > loss_disc_real_0: 0.12533989548683167 (0.11814415760216165) | > loss_disc_real_1: 0.19346223771572113 (0.19346128819418734) | > loss_disc_real_2: 0.19255121052265167 (0.20479822598519873) | > loss_disc_real_3: 0.18144050240516663 (0.2080019419310523) | > loss_disc_real_4: 0.22283793985843658 (0.21114042352457515) | > loss_disc_real_5: 0.188097283244133 (0.20656170976943658) | > loss_0: 2.1479597091674805 (2.236660414054745) | > grad_norm_0: tensor(49.6445, device='cuda:0') (tensor(66.6438, device='cuda:0')) | > loss_gen: 2.737452507019043 (2.7889903295235556) | > loss_kl: 2.030440092086792 (2.193118140345714) | > loss_feat: 8.886130332946777 (8.590420965288509) | > loss_mel: 14.681622505187988 (15.310502411889248) | > loss_duration: 1.6357405185699463 (1.6228093123826823) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.97138786315918 (30.50584092687388) | > grad_norm_1: tensor(887.2810, device='cuda:0') (tensor(914.7084, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.7835 (0.7847028521240734) | > loader_time: 0.0106 (0.011309705796788947)  --> TIME: 2025-02-20 05:12:13 -- STEP: 111/924 -- GLOBAL_STEP: 91250 | > loss_disc: 2.1509692668914795 (2.2396543090407905) | > loss_disc_real_0: 0.07890749722719193 (0.11698734062212007) | > loss_disc_real_1: 0.192567840218544 (0.1930664047464594) | > loss_disc_real_2: 0.21686342358589172 (0.20711451097651645) | > loss_disc_real_3: 0.19410669803619385 (0.20845266048972672) | > loss_disc_real_4: 0.23281030356884003 (0.21195790547508378) | > loss_disc_real_5: 0.18350784480571747 (0.20519444440399204) | > loss_0: 2.1509692668914795 (2.2396543090407905) | > grad_norm_0: tensor(26.8803, device='cuda:0') (tensor(67.7598, device='cuda:0')) | > loss_gen: 2.7587506771087646 (2.794400129232321) | > loss_kl: 2.1851582527160645 (2.199577234886789) | > loss_feat: 8.496210098266602 (8.526723810144377) | > loss_mel: 15.165438652038574 (15.20400334263707) | > loss_duration: 1.653283715248108 (1.6210501849114358) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.258840560913086 (30.345754485946518) | > grad_norm_1: tensor(677.1034, device='cuda:0') (tensor(943.0495, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.7812 (0.7863134629017597) | > loader_time: 0.0132 (0.01150349238971332)  --> TIME: 2025-02-20 05:12:54 -- STEP: 161/924 -- GLOBAL_STEP: 91300 | > loss_disc: 2.2508554458618164 (2.2359711931358945) | > loss_disc_real_0: 0.07392527908086777 (0.11727354208134716) | > loss_disc_real_1: 0.20011179149150848 (0.19254096120781045) | > loss_disc_real_2: 0.20176061987876892 (0.2051429635619525) | > loss_disc_real_3: 0.24313324689865112 (0.20763547190968298) | > loss_disc_real_4: 0.24190737307071686 (0.21195363128407402) | > loss_disc_real_5: 0.2164033204317093 (0.20547758320473736) | > loss_0: 2.2508554458618164 (2.2359711931358945) | > grad_norm_0: tensor(32.5346, device='cuda:0') (tensor(63.9332, device='cuda:0')) | > loss_gen: 2.6930699348449707 (2.780138839105641) | > loss_kl: 2.0961458683013916 (2.1938672983868517) | > loss_feat: 8.385493278503418 (8.520230749379039) | > loss_mel: 15.049893379211426 (15.207649076947515) | > loss_duration: 1.6431591510772705 (1.6214664582139964) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.867761611938477 (30.323352292457724) | > grad_norm_1: tensor(1339.5675, device='cuda:0') (tensor(966.0954, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.7818 (0.7861657379576881) | > loader_time: 0.0104 (0.011384376087544126)  --> TIME: 2025-02-20 05:13:34 -- STEP: 211/924 -- GLOBAL_STEP: 91350 | > loss_disc: 2.1478219032287598 (2.2391809377625074) | > loss_disc_real_0: 0.10318763554096222 (0.11650472077854437) | > loss_disc_real_1: 0.1689387410879135 (0.19275503941056857) | > loss_disc_real_2: 0.17000465095043182 (0.20549946705594446) | > loss_disc_real_3: 0.20577950775623322 (0.20797139222588024) | > loss_disc_real_4: 0.18135368824005127 (0.21213266211098405) | > loss_disc_real_5: 0.16717886924743652 (0.20531753976763142) | > loss_0: 2.1478219032287598 (2.2391809377625074) | > grad_norm_0: tensor(64.7626, device='cuda:0') (tensor(65.0844, device='cuda:0')) | > loss_gen: 2.8345515727996826 (2.779986395090112) | > loss_kl: 2.274286985397339 (2.195079322674828) | > loss_feat: 9.03037166595459 (8.502689316374436) | > loss_mel: 15.048318862915039 (15.183893831985257) | > loss_duration: 1.5951443910598755 (1.6200680823122726) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.782672882080078 (30.28171687555539) | > grad_norm_1: tensor(1324.9022, device='cuda:0') (tensor(989.4678, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.7431 (0.785830944070319) | > loader_time: 0.0109 (0.011465066982106574)  --> TIME: 2025-02-20 05:14:14 -- STEP: 261/924 -- GLOBAL_STEP: 91400 | > loss_disc: 2.2670586109161377 (2.237528742501561) | > loss_disc_real_0: 0.06736128032207489 (0.11603688804068785) | > loss_disc_real_1: 0.20931054651737213 (0.19298573580509862) | > loss_disc_real_2: 0.1961193084716797 (0.20480042673162116) | > loss_disc_real_3: 0.21073311567306519 (0.20829418375802683) | > loss_disc_real_4: 0.22660094499588013 (0.21256836346739552) | > loss_disc_real_5: 0.19796589016914368 (0.20503505208026404) | > loss_0: 2.2670586109161377 (2.237528742501561) | > grad_norm_0: tensor(48.2117, device='cuda:0') (tensor(64.5465, device='cuda:0')) | > loss_gen: 2.611578941345215 (2.7777264547530716) | > loss_kl: 1.903918981552124 (2.1857661757889377) | > loss_feat: 7.573907375335693 (8.48628019099035) | > loss_mel: 15.576728820800781 (15.197977372969705) | > loss_duration: 1.5746090412139893 (1.6217828504883927) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.24074363708496 (30.269533018499498) | > grad_norm_1: tensor(1137.3510, device='cuda:0') (tensor(1004.4160, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.8108 (0.7854269802341974) | > loader_time: 0.0112 (0.011459115821282983)  --> TIME: 2025-02-20 05:14:54 -- STEP: 311/924 -- GLOBAL_STEP: 91450 | > loss_disc: 2.1026740074157715 (2.234976049788126) | > loss_disc_real_0: 0.14886164665222168 (0.11478973357336314) | > loss_disc_real_1: 0.19699963927268982 (0.1927841828471211) | > loss_disc_real_2: 0.21663770079612732 (0.2046269863556435) | > loss_disc_real_3: 0.2195264995098114 (0.2086023059688581) | > loss_disc_real_4: 0.1777561753988266 (0.21259313970325078) | > loss_disc_real_5: 0.18024887144565582 (0.20406135495069327) | > loss_0: 2.1026740074157715 (2.234976049788126) | > grad_norm_0: tensor(74.6734, device='cuda:0') (tensor(63.2497, device='cuda:0')) | > loss_gen: 3.1381773948669434 (2.785027393574116) | > loss_kl: 2.136119842529297 (2.1865056147529387) | > loss_feat: 10.076656341552734 (8.511071211272117) | > loss_mel: 16.738590240478516 (15.205951706006212) | > loss_duration: 1.637593388557434 (1.6213849717781093) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.727134704589844 (30.309940883967656) | > grad_norm_1: tensor(1454.3879, device='cuda:0') (tensor(992.3334, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.7965 (0.7874102653797801) | > loader_time: 0.0137 (0.011404357922422155)  --> TIME: 2025-02-20 05:15:35 -- STEP: 361/924 -- GLOBAL_STEP: 91500 | > loss_disc: 2.07897686958313 (2.2323231541879256) | > loss_disc_real_0: 0.12168937176465988 (0.11391070672927471) | > loss_disc_real_1: 0.18996353447437286 (0.19244134166068977) | > loss_disc_real_2: 0.1895505040884018 (0.2042994860797047) | > loss_disc_real_3: 0.2164486199617386 (0.20854732617116706) | > loss_disc_real_4: 0.19178830087184906 (0.21293258278984112) | > loss_disc_real_5: 0.166234090924263 (0.20368300692031258) | > loss_0: 2.07897686958313 (2.2323231541879256) | > grad_norm_0: tensor(39.7714, device='cuda:0') (tensor(63.0793, device='cuda:0')) | > loss_gen: 2.9634926319122314 (2.787408649095868) | > loss_kl: 2.1531105041503906 (2.1935996939931237) | > loss_feat: 8.528300285339355 (8.5177887721075) | > loss_mel: 14.97562026977539 (15.201171927835142) | > loss_duration: 1.6090211868286133 (1.6222451007267118) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.22954559326172 (30.322214163571513) | > grad_norm_1: tensor(969.4954, device='cuda:0') (tensor(981.1089, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.7833 (0.7883770617751864) | > loader_time: 0.0136 (0.011388443183370574)  --> TIME: 2025-02-20 05:16:15 -- STEP: 411/924 -- GLOBAL_STEP: 91550 | > loss_disc: 2.2389473915100098 (2.2346490406932005) | > loss_disc_real_0: 0.1853380799293518 (0.11443514064171889) | > loss_disc_real_1: 0.1653657853603363 (0.19253127298650952) | > loss_disc_real_2: 0.2213519811630249 (0.2044200218144414) | > loss_disc_real_3: 0.1747446060180664 (0.20848110292804795) | > loss_disc_real_4: 0.22544844448566437 (0.21311235997073552) | > loss_disc_real_5: 0.1850370615720749 (0.20412916209720927) | > loss_0: 2.2389473915100098 (2.2346490406932005) | > grad_norm_0: tensor(89.9217, device='cuda:0') (tensor(63.3119, device='cuda:0')) | > loss_gen: 2.844409704208374 (2.7821610229148765) | > loss_kl: 2.1951680183410645 (2.1950900690979056) | > loss_feat: 8.258930206298828 (8.501478147622732) | > loss_mel: 14.88659954071045 (15.189210153844234) | > loss_duration: 1.6143629550933838 (1.6221262254274098) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.799470901489258 (30.29006561687683) | > grad_norm_1: tensor(1343.8940, device='cuda:0') (tensor(1006.1248, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.8205 (0.7887228463397989) | > loader_time: 0.011 (0.011414500048560818)  --> TIME: 2025-02-20 05:16:55 -- STEP: 461/924 -- GLOBAL_STEP: 91600 | > loss_disc: 2.3655073642730713 (2.23290433335459) | > loss_disc_real_0: 0.2753054201602936 (0.11507632189840401) | > loss_disc_real_1: 0.18010452389717102 (0.1922901690070903) | > loss_disc_real_2: 0.193897545337677 (0.20410959761985725) | > loss_disc_real_3: 0.18494448065757751 (0.20817811712784262) | > loss_disc_real_4: 0.18535487353801727 (0.21271495834607107) | > loss_disc_real_5: 0.1783709079027176 (0.2038465883106058) | > loss_0: 2.3655073642730713 (2.23290433335459) | > grad_norm_0: tensor(214.6822, device='cuda:0') (tensor(64.1187, device='cuda:0')) | > loss_gen: 2.8181519508361816 (2.7828679239930914) | > loss_kl: 2.3152105808258057 (2.198632091089857) | > loss_feat: 9.677069664001465 (8.506153525602787) | > loss_mel: 17.216041564941406 (15.175956413699334) | > loss_duration: 1.6339447498321533 (1.6222022802865947) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.66041946411133 (30.285812200020814) | > grad_norm_1: tensor(1520.5911, device='cuda:0') (tensor(1007.3120, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.7975 (0.7890090585530709) | > loader_time: 0.0121 (0.011436586524814432)  --> TIME: 2025-02-20 05:17:36 -- STEP: 511/924 -- GLOBAL_STEP: 91650 | > loss_disc: 2.273128032684326 (2.230485330122554) | > loss_disc_real_0: 0.11556580662727356 (0.11438632947474776) | > loss_disc_real_1: 0.1897355318069458 (0.1923423671909041) | > loss_disc_real_2: 0.2022334486246109 (0.20390594842499246) | > loss_disc_real_3: 0.2058597207069397 (0.20807772486993714) | > loss_disc_real_4: 0.26089030504226685 (0.2126472835263161) | > loss_disc_real_5: 0.193735733628273 (0.20395372466798398) | > loss_0: 2.273128032684326 (2.230485330122554) | > grad_norm_0: tensor(61.9136, device='cuda:0') (tensor(63.1752, device='cuda:0')) | > loss_gen: 2.6034326553344727 (2.7860906973277046) | > loss_kl: 2.3518893718719482 (2.205215164126716) | > loss_feat: 7.744272232055664 (8.511712944904186) | > loss_mel: 14.529184341430664 (15.181830762650401) | > loss_duration: 1.6484334468841553 (1.6222004106599992) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.877212524414062 (30.307049943509632) | > grad_norm_1: tensor(886.7220, device='cuda:0') (tensor(1001.7098, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.8052 (0.7895791357977283) | > loader_time: 0.011 (0.011449665939271334)  --> TIME: 2025-02-20 05:18:16 -- STEP: 561/924 -- GLOBAL_STEP: 91700 | > loss_disc: 2.2558343410491943 (2.228660278354308) | > loss_disc_real_0: 0.2120596319437027 (0.11399642318991841) | > loss_disc_real_1: 0.19247791171073914 (0.19230769675576959) | > loss_disc_real_2: 0.19223652780056 (0.20397686392546974) | > loss_disc_real_3: 0.17451702058315277 (0.20780747310788025) | > loss_disc_real_4: 0.19923166930675507 (0.21262242261207467) | > loss_disc_real_5: 0.18717069923877716 (0.20347934403521492) | > loss_0: 2.2558343410491943 (2.228660278354308) | > grad_norm_0: tensor(71.3031, device='cuda:0') (tensor(63.5586, device='cuda:0')) | > loss_gen: 2.9472241401672363 (2.79084814083555) | > loss_kl: 2.1562442779541016 (2.2064217116531) | > loss_feat: 8.386627197265625 (8.532065810579242) | > loss_mel: 14.440278053283691 (15.188141243130554) | > loss_duration: 1.6007945537567139 (1.622171551786005) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.53116798400879 (30.33964842526033) | > grad_norm_1: tensor(449.9423, device='cuda:0') (tensor(996.7180, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.7884 (0.7896761724230652) | > loader_time: 0.0135 (0.011433101167865826)  --> TIME: 2025-02-20 05:18:57 -- STEP: 611/924 -- GLOBAL_STEP: 91750 | > loss_disc: 2.3179988861083984 (2.22837730827581) | > loss_disc_real_0: 0.11833225190639496 (0.11333418059514899) | > loss_disc_real_1: 0.21039530634880066 (0.1923827908920969) | > loss_disc_real_2: 0.21520254015922546 (0.20418527054123325) | > loss_disc_real_3: 0.2545969486236572 (0.2078162432936327) | > loss_disc_real_4: 0.2636713981628418 (0.21274250033639253) | > loss_disc_real_5: 0.2005559653043747 (0.2035802198656258) | > loss_0: 2.3179988861083984 (2.22837730827581) | > grad_norm_0: tensor(28.5361, device='cuda:0') (tensor(63.1143, device='cuda:0')) | > loss_gen: 2.579542636871338 (2.7894753453774466) | > loss_kl: 2.1332874298095703 (2.2044336916772127) | > loss_feat: 7.1101393699646 (8.52632525314481) | > loss_mel: 12.64413833618164 (15.17027034072751) | > loss_duration: 1.6059991121292114 (1.6215271774173365) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.07310676574707 (30.312031784931687) | > grad_norm_1: tensor(968.7243, device='cuda:0') (tensor(989.1156, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.7669 (0.7902029266919326) | > loader_time: 0.0099 (0.011441798139906164)  --> TIME: 2025-02-20 05:19:37 -- STEP: 661/924 -- GLOBAL_STEP: 91800 | > loss_disc: 2.314570426940918 (2.2275069760843382) | > loss_disc_real_0: 0.12511564791202545 (0.11233959934264195) | > loss_disc_real_1: 0.158113032579422 (0.19243949649463798) | > loss_disc_real_2: 0.19331000745296478 (0.20416830944491948) | > loss_disc_real_3: 0.20084530115127563 (0.2076168174823005) | > loss_disc_real_4: 0.1892247349023819 (0.21277711821125414) | > loss_disc_real_5: 0.1604553610086441 (0.2036525807068677) | > loss_0: 2.314570426940918 (2.2275069760843382) | > grad_norm_0: tensor(78.6567, device='cuda:0') (tensor(62.5045, device='cuda:0')) | > loss_gen: 2.4868297576904297 (2.7917920417756794) | > loss_kl: 2.0733933448791504 (2.2056588017453587) | > loss_feat: 7.5755767822265625 (8.536784599840912) | > loss_mel: 14.523687362670898 (15.183260027471361) | > loss_duration: 1.6268459558486938 (1.6211691892814342) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.286333084106445 (30.338664644965608) | > grad_norm_1: tensor(1088.6008, device='cuda:0') (tensor(977.9440, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.8097 (0.790108739157488) | > loader_time: 0.0142 (0.01142193473954424)  --> TIME: 2025-02-20 05:20:18 -- STEP: 711/924 -- GLOBAL_STEP: 91850 | > loss_disc: 2.1752777099609375 (2.2263166188523043) | > loss_disc_real_0: 0.07948806136846542 (0.11218898334709401) | > loss_disc_real_1: 0.2306126356124878 (0.1926492488040535) | > loss_disc_real_2: 0.2398960292339325 (0.20400347597320706) | > loss_disc_real_3: 0.23120518028736115 (0.20757374655764482) | > loss_disc_real_4: 0.22013932466506958 (0.21267623796996177) | > loss_disc_real_5: 0.21919302642345428 (0.20357634477139197) | > loss_0: 2.1752777099609375 (2.2263166188523043) | > grad_norm_0: tensor(53.8361, device='cuda:0') (tensor(62.7165, device='cuda:0')) | > loss_gen: 2.9849019050598145 (2.7932471323616896) | > loss_kl: 2.2458419799804688 (2.208138358073229) | > loss_feat: 7.992550849914551 (8.547003467039385) | > loss_mel: 14.881294250488281 (15.207841160931165) | > loss_duration: 1.6080596446990967 (1.6210663370609948) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.712646484375 (30.377296437023393) | > grad_norm_1: tensor(541.0234, device='cuda:0') (tensor(982.2556, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.7684 (0.7904480244707629) | > loader_time: 0.0132 (0.011421741815558963)  --> TIME: 2025-02-20 05:20:58 -- STEP: 761/924 -- GLOBAL_STEP: 91900 | > loss_disc: 2.3503596782684326 (2.226336203016212) | > loss_disc_real_0: 0.14100070297718048 (0.11195821769574704) | > loss_disc_real_1: 0.17155076563358307 (0.19250261879546884) | > loss_disc_real_2: 0.22371579706668854 (0.20400757643145737) | > loss_disc_real_3: 0.20699286460876465 (0.20761516782285036) | > loss_disc_real_4: 0.22523213922977448 (0.2127117855711772) | > loss_disc_real_5: 0.187301367521286 (0.2035986354645543) | > loss_0: 2.3503596782684326 (2.226336203016212) | > grad_norm_0: tensor(58.8755, device='cuda:0') (tensor(62.2453, device='cuda:0')) | > loss_gen: 2.642326593399048 (2.794636663406813) | > loss_kl: 2.097376585006714 (2.2096047860407477) | > loss_feat: 7.593763828277588 (8.565384222549458) | > loss_mel: 13.311623573303223 (15.230394619053202) | > loss_duration: 1.615431547164917 (1.621116316428165) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.260520935058594 (30.421136605441962) | > grad_norm_1: tensor(1228.1544, device='cuda:0') (tensor(978.4815, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.7681 (0.790667114057303) | > loader_time: 0.0117 (0.011427298795221351)  --> TIME: 2025-02-20 05:21:38 -- STEP: 811/924 -- GLOBAL_STEP: 91950 | > loss_disc: 2.2930402755737305 (2.229192274419357) | > loss_disc_real_0: 0.13031205534934998 (0.11329908776252029) | > loss_disc_real_1: 0.21882498264312744 (0.1926725262962052) | > loss_disc_real_2: 0.22912392020225525 (0.20411407115206617) | > loss_disc_real_3: 0.19706369936466217 (0.20757866027028876) | > loss_disc_real_4: 0.21269255876541138 (0.21274536761711316) | > loss_disc_real_5: 0.22714370489120483 (0.20376408327963444) | > loss_0: 2.2930402755737305 (2.229192274419357) | > grad_norm_0: tensor(44.9504, device='cuda:0') (tensor(62.4500, device='cuda:0')) | > loss_gen: 2.674729347229004 (2.7922407716475934) | > loss_kl: 2.3095996379852295 (2.2084543375727868) | > loss_feat: 8.25424575805664 (8.558394759562695) | > loss_mel: 15.662188529968262 (15.232566234950808) | > loss_duration: 1.579775333404541 (1.6212973091958036) | > amp_scaler: 128.0 (128.15782983970405) | > loss_1: 30.480539321899414 (30.412953408519964) | > grad_norm_1: tensor(1408.1311, device='cuda:0') (tensor(981.3404, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.798 (0.7905209096821554) | > loader_time: 0.011 (0.011398045555142964)  --> TIME: 2025-02-20 05:22:18 -- STEP: 861/924 -- GLOBAL_STEP: 92000 | > loss_disc: 2.0471436977386475 (2.231529699800736) | > loss_disc_real_0: 0.09335042536258698 (0.11389400278035287) | > loss_disc_real_1: 0.18459711968898773 (0.19257977149696992) | > loss_disc_real_2: 0.18707899749279022 (0.2041646241103315) | > loss_disc_real_3: 0.19919827580451965 (0.207661048114369) | > loss_disc_real_4: 0.19453980028629303 (0.2129724276155821) | > loss_disc_real_5: 0.1845223307609558 (0.20403673893552493) | > loss_0: 2.0471436977386475 (2.231529699800736) | > grad_norm_0: tensor(42.4522, device='cuda:0') (tensor(62.4170, device='cuda:0')) | > loss_gen: 3.0698254108428955 (2.7889279981384987) | > loss_kl: 2.447338819503784 (2.2107822010326057) | > loss_feat: 9.014530181884766 (8.551768368821811) | > loss_mel: 15.532740592956543 (15.241031434062466) | > loss_duration: 1.6646177768707275 (1.6211902801721902) | > amp_scaler: 128.0 (128.14866434378627) | > loss_1: 31.729053497314453 (30.413700269905117) | > grad_norm_1: tensor(575.0480, device='cuda:0') (tensor(987.0519, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.7612 (0.790328957893292) | > loader_time: 0.0107 (0.011351562958561165) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_92000.pth  --> TIME: 2025-02-20 05:23:01 -- STEP: 911/924 -- GLOBAL_STEP: 92050 | > loss_disc: 2.162747621536255 (2.232295210877049) | > loss_disc_real_0: 0.07471165806055069 (0.11428697723547726) | > loss_disc_real_1: 0.18465818464756012 (0.19259650797535113) | > loss_disc_real_2: 0.20397911965847015 (0.20419604323894341) | > loss_disc_real_3: 0.19388242065906525 (0.20757897587495105) | > loss_disc_real_4: 0.1909928172826767 (0.21305582404921783) | > loss_disc_real_5: 0.19501620531082153 (0.2041294957980367) | > loss_0: 2.162747621536255 (2.232295210877049) | > grad_norm_0: tensor(47.2784, device='cuda:0') (tensor(62.5876, device='cuda:0')) | > loss_gen: 2.5717015266418457 (2.7871766969741505) | > loss_kl: 2.258037567138672 (2.2144726466399787) | > loss_feat: 8.252527236938477 (8.552466117197287) | > loss_mel: 15.562329292297363 (15.258725761974683) | > loss_duration: 1.5984179973602295 (1.6206081499775988) | > amp_scaler: 128.0 (128.14050493962677) | > loss_1: 30.243013381958008 (30.433449354705644) | > grad_norm_1: tensor(657.4570, device='cuda:0') (tensor(992.4652, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.8053 (0.7901774182932046) | > loader_time: 0.0107 (0.011351922210040125)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.391356945037842 (2.391356945037842) | > loss_disc_real_0: 0.1513150930404663 (0.1513150930404663) | > loss_disc_real_1: 0.18938595056533813 (0.18938595056533813) | > loss_disc_real_2: 0.22242654860019684 (0.22242654860019684) | > loss_disc_real_3: 0.20111656188964844 (0.20111656188964844) | > loss_disc_real_4: 0.26172247529029846 (0.26172247529029846) | > loss_disc_real_5: 0.21942727267742157 (0.21942727267742157) | > loss_0: 2.391356945037842 (2.391356945037842) | > loss_gen: 2.428234577178955 (2.428234577178955) | > loss_kl: 1.9655787944793701 (1.9655787944793701) | > loss_feat: 7.529693603515625 (7.529693603515625) | > loss_mel: 13.60012435913086 (13.60012435913086) | > loss_duration: 1.6749736070632935 (1.6749736070632935) | > loss_1: 27.198606491088867 (27.198606491088867)  --> STEP: 1 | > loss_disc: 2.431932210922241 (2.431932210922241) | > loss_disc_real_0: 0.14901521801948547 (0.14901521801948547) | > loss_disc_real_1: 0.19065594673156738 (0.19065594673156738) | > loss_disc_real_2: 0.2242628037929535 (0.2242628037929535) | > loss_disc_real_3: 0.2275182157754898 (0.2275182157754898) | > loss_disc_real_4: 0.2445201426744461 (0.2445201426744461) | > loss_disc_real_5: 0.19663333892822266 (0.19663333892822266) | > loss_0: 2.431932210922241 (2.431932210922241) | > loss_gen: 2.3132452964782715 (2.3132452964782715) | > loss_kl: 2.2551321983337402 (2.2551321983337402) | > loss_feat: 6.885885715484619 (6.885885715484619) | > loss_mel: 13.048209190368652 (13.048209190368652) | > loss_duration: 1.6704959869384766 (1.6704959869384766) | > loss_1: 26.172969818115234 (26.172969818115234)  --> STEP: 2 | > loss_disc: 2.3408615589141846 (2.386396884918213) | > loss_disc_real_0: 0.14759282767772675 (0.1483040228486061) | > loss_disc_real_1: 0.184550940990448 (0.1876034438610077) | > loss_disc_real_2: 0.19879740476608276 (0.21153010427951813) | > loss_disc_real_3: 0.20333777368068695 (0.21542799472808838) | > loss_disc_real_4: 0.2566956579685211 (0.2506079003214836) | > loss_disc_real_5: 0.1903657168149948 (0.19349952787160873) | > loss_0: 2.3408615589141846 (2.386396884918213) | > loss_gen: 2.4598255157470703 (2.386535406112671) | > loss_kl: 2.08205246925354 (2.16859233379364) | > loss_feat: 8.135196685791016 (7.510541200637817) | > loss_mel: 15.372992515563965 (14.210600852966309) | > loss_duration: 1.589977741241455 (1.6302368640899658) | > loss_1: 29.640043258666992 (27.906506538391113)  --> STEP: 3 | > loss_disc: 2.3172736167907715 (2.363355795542399) | > loss_disc_real_0: 0.14996227622032166 (0.1488567739725113) | > loss_disc_real_1: 0.18617860972881317 (0.18712849915027618) | > loss_disc_real_2: 0.21407853066921234 (0.21237957974274954) | > loss_disc_real_3: 0.19029845297336578 (0.2070514808098475) | > loss_disc_real_4: 0.258975088596344 (0.2533969630797704) | > loss_disc_real_5: 0.22555698454380035 (0.20418534676233926) | > loss_0: 2.3172736167907715 (2.363355795542399) | > loss_gen: 2.5824062824249268 (2.4518256982167563) | > loss_kl: 2.1388978958129883 (2.1586941878000894) | > loss_feat: 7.791008472442627 (7.604030291239421) | > loss_mel: 15.050447463989258 (14.490549723307291) | > loss_duration: 1.653566598892212 (1.638013442357381) | > loss_1: 29.216327667236328 (28.34311358133952)  --> STEP: 4 | > loss_disc: 2.4773123264312744 (2.391844928264618) | > loss_disc_real_0: 0.14269095659255981 (0.14731531962752342) | > loss_disc_real_1: 0.19353754818439484 (0.18873076140880585) | > loss_disc_real_2: 0.23788988590240479 (0.21875715628266335) | > loss_disc_real_3: 0.2218552529811859 (0.2107524238526821) | > loss_disc_real_4: 0.25400030612945557 (0.2535477988421917) | > loss_disc_real_5: 0.22854430973529816 (0.210275087505579) | > loss_0: 2.4773123264312744 (2.391844928264618) | > loss_gen: 2.281736135482788 (2.409303307533264) | > loss_kl: 1.9643269777297974 (2.1101023852825165) | > loss_feat: 6.6245832443237305 (7.359168529510498) | > loss_mel: 12.623968124389648 (14.02390432357788) | > loss_duration: 1.748863935470581 (1.6657260656356812) | > loss_1: 25.243478775024414 (27.568204879760742)  --> STEP: 5 | > loss_disc: 2.4869463443756104 (2.4108652114868163) | > loss_disc_real_0: 0.17925234138965607 (0.15370272397994994) | > loss_disc_real_1: 0.24177660048007965 (0.1993399292230606) | > loss_disc_real_2: 0.23875412344932556 (0.2227565497159958) | > loss_disc_real_3: 0.22854706645011902 (0.2143113523721695) | > loss_disc_real_4: 0.25145187973976135 (0.25312861502170564) | > loss_disc_real_5: 0.2199263721704483 (0.21220534443855285) | > loss_0: 2.4869463443756104 (2.4108652114868163) | > loss_gen: 2.3476338386535645 (2.3969694137573243) | > loss_kl: 2.675396203994751 (2.223161149024963) | > loss_feat: 5.530540466308594 (6.9934429168701175) | > loss_mel: 13.768645286560059 (13.972852516174317) | > loss_duration: 1.5296955108642578 (1.6385199546813964) | > loss_1: 25.851911544799805 (27.224946212768554) --> EVAL PERFORMANCE | > avg_loader_time: 0.15470056533813475 (-0.0033017635345459206) | > avg_loss_disc: 2.4108652114868163 (+0.1269353389739991) | > avg_loss_disc_real_0: 0.15370272397994994 (+0.03415470421314239) | > avg_loss_disc_real_1: 0.1993399292230606 (-0.03531906008720398) | > avg_loss_disc_real_2: 0.2227565497159958 (-0.007871165871620178) | > avg_loss_disc_real_3: 0.2143113523721695 (+0.0024678975343704335) | > avg_loss_disc_real_4: 0.25312861502170564 (+0.07059177756309509) | > avg_loss_disc_real_5: 0.21220534443855285 (+0.003851750493049616) | > avg_loss_0: 2.4108652114868163 (+0.1269353389739991) | > avg_loss_gen: 2.3969694137573243 (-0.08075928688049316) | > avg_loss_kl: 2.223161149024963 (+0.17837488651275635) | > avg_loss_feat: 6.9934429168701175 (-0.6675112724304197) | > avg_loss_mel: 13.972852516174317 (+0.2577018737792969) | > avg_loss_duration: 1.6385199546813964 (-0.009886717796325772) | > avg_loss_1: 27.224946212768554 (-0.322081375122071)  > EPOCH: 50/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 05:23:19)   --> TIME: 2025-02-20 05:23:51 -- STEP: 37/924 -- GLOBAL_STEP: 92100 | > loss_disc: 2.209090232849121 (2.2461278116380847) | > loss_disc_real_0: 0.12232555449008942 (0.11117175553698798) | > loss_disc_real_1: 0.18002907931804657 (0.19439035573521177) | > loss_disc_real_2: 0.18868297338485718 (0.20474096689675306) | > loss_disc_real_3: 0.1956535279750824 (0.21007880286590472) | > loss_disc_real_4: 0.23750795423984528 (0.2157502746259844) | > loss_disc_real_5: 0.20806854963302612 (0.2079001000604114) | > loss_0: 2.209090232849121 (2.2461278116380847) | > grad_norm_0: tensor(32.9281, device='cuda:0') (tensor(60.6353, device='cuda:0')) | > loss_gen: 2.7693512439727783 (2.7611410875578186) | > loss_kl: 2.0465481281280518 (2.264318479074014) | > loss_feat: 8.402469635009766 (8.254674666636696) | > loss_mel: 14.048284530639648 (14.695918830665383) | > loss_duration: 1.6264171600341797 (1.6196192502975466) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.8930721282959 (29.59567255587191) | > grad_norm_1: tensor(508.0192, device='cuda:0') (tensor(1042.5953, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.8012 (0.7859822286141885) | > loader_time: 0.0136 (0.011297677014325117)  --> TIME: 2025-02-20 05:24:31 -- STEP: 87/924 -- GLOBAL_STEP: 92150 | > loss_disc: 2.159458875656128 (2.2191563913191867) | > loss_disc_real_0: 0.10563194006681442 (0.10852523704712418) | > loss_disc_real_1: 0.18865035474300385 (0.19138207894632187) | > loss_disc_real_2: 0.22667449712753296 (0.20254523675332123) | > loss_disc_real_3: 0.18394219875335693 (0.20858359045680913) | > loss_disc_real_4: 0.2023530751466751 (0.2126379975642281) | > loss_disc_real_5: 0.2095002979040146 (0.20608227040575838) | > loss_0: 2.159458875656128 (2.2191563913191867) | > grad_norm_0: tensor(87.8235, device='cuda:0') (tensor(62.3821, device='cuda:0')) | > loss_gen: 2.8654959201812744 (2.7904110886584754) | > loss_kl: 2.0364229679107666 (2.2237597662827056) | > loss_feat: 9.547407150268555 (8.520731821827505) | > loss_mel: 17.022464752197266 (15.09667384487459) | > loss_duration: 1.6563999652862549 (1.6196784520971363) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.12818908691406 (30.251255101171033) | > grad_norm_1: tensor(1311.1344, device='cuda:0') (tensor(1031.8877, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.7211 (0.7867175683207895) | > loader_time: 0.0128 (0.011421636603344443)  --> TIME: 2025-02-20 05:25:11 -- STEP: 137/924 -- GLOBAL_STEP: 92200 | > loss_disc: 2.1582131385803223 (2.2269367144925747) | > loss_disc_real_0: 0.1713130623102188 (0.11410985568905398) | > loss_disc_real_1: 0.1906321495771408 (0.19106961721486418) | > loss_disc_real_2: 0.21294520795345306 (0.20180509973616495) | > loss_disc_real_3: 0.17798689007759094 (0.2086021377004846) | > loss_disc_real_4: 0.21165026724338531 (0.21295945672658237) | > loss_disc_real_5: 0.20323438942432404 (0.20657789544032437) | > loss_0: 2.1582131385803223 (2.2269367144925747) | > grad_norm_0: tensor(139.1820, device='cuda:0') (tensor(71.7873, device='cuda:0')) | > loss_gen: 3.0039138793945312 (2.7891577577939) | > loss_kl: 2.3147764205932617 (2.2248666556212147) | > loss_feat: 8.912524223327637 (8.514825709544832) | > loss_mel: 15.603792190551758 (15.163574476311677) | > loss_duration: 1.626673936843872 (1.620122411825361) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.461681365966797 (30.31254718251472) | > grad_norm_1: tensor(899.4689, device='cuda:0') (tensor(1063.0250, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.7926 (0.7853636619818471) | > loader_time: 0.0143 (0.011349662377016383)  --> TIME: 2025-02-20 05:25:52 -- STEP: 187/924 -- GLOBAL_STEP: 92250 | > loss_disc: 2.047355890274048 (2.2232078332951986) | > loss_disc_real_0: 0.05524231120944023 (0.11234298920169233) | > loss_disc_real_1: 0.18657299876213074 (0.1909676183831883) | > loss_disc_real_2: 0.20334187150001526 (0.201938056770493) | > loss_disc_real_3: 0.2018762230873108 (0.20851866271406572) | > loss_disc_real_4: 0.24630005657672882 (0.21277692005596063) | > loss_disc_real_5: 0.1827307939529419 (0.2054242943538064) | > loss_0: 2.047355890274048 (2.2232078332951986) | > grad_norm_0: tensor(17.3072, device='cuda:0') (tensor(71.7212, device='cuda:0')) | > loss_gen: 2.9657669067382812 (2.7995043412886838) | > loss_kl: 2.203169822692871 (2.2234225394254037) | > loss_feat: 8.614543914794922 (8.540072173358288) | > loss_mel: 14.849365234375 (15.218862630466726) | > loss_duration: 1.6129367351531982 (1.617590925910256) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.24578285217285 (30.3994527500581) | > grad_norm_1: tensor(571.8321, device='cuda:0') (tensor(1035.6366, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.7752 (0.7880527093448739) | > loader_time: 0.0103 (0.01138819347728382)  --> TIME: 2025-02-20 05:26:32 -- STEP: 237/924 -- GLOBAL_STEP: 92300 | > loss_disc: 2.2556724548339844 (2.2256855029094074) | > loss_disc_real_0: 0.12013443559408188 (0.11074588397509941) | > loss_disc_real_1: 0.19945275783538818 (0.1917572553399243) | > loss_disc_real_2: 0.24133576452732086 (0.20229800322136296) | > loss_disc_real_3: 0.22968213260173798 (0.2083089962161543) | > loss_disc_real_4: 0.1869368851184845 (0.21281052434243233) | > loss_disc_real_5: 0.17545191943645477 (0.20544065453332186) | > loss_0: 2.2556724548339844 (2.2256855029094074) | > grad_norm_0: tensor(73.8691, device='cuda:0') (tensor(68.4172, device='cuda:0')) | > loss_gen: 2.740403890609741 (2.794328372689742) | > loss_kl: 2.1919281482696533 (2.2147627279225253) | > loss_feat: 8.708927154541016 (8.56019108003705) | > loss_mel: 15.638047218322754 (15.262563222571265) | > loss_duration: 1.6071183681488037 (1.6185327129524971) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.886425018310547 (30.45037822481952) | > grad_norm_1: tensor(2007.1002, device='cuda:0') (tensor(1050.3422, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.7967 (0.7892449948355115) | > loader_time: 0.0101 (0.011437966350764661)  --> TIME: 2025-02-20 05:27:13 -- STEP: 287/924 -- GLOBAL_STEP: 92350 | > loss_disc: 2.1049704551696777 (2.2305836453255043) | > loss_disc_real_0: 0.12438096851110458 (0.11385597348317036) | > loss_disc_real_1: 0.19718530774116516 (0.1915727625325166) | > loss_disc_real_2: 0.1985556185245514 (0.20242991430834195) | > loss_disc_real_3: 0.20159146189689636 (0.20850974347325565) | > loss_disc_real_4: 0.22091224789619446 (0.21301773491636805) | > loss_disc_real_5: 0.20805320143699646 (0.2059757805555955) | > loss_0: 2.1049704551696777 (2.2305836453255043) | > grad_norm_0: tensor(127.8482, device='cuda:0') (tensor(69.7334, device='cuda:0')) | > loss_gen: 2.9338173866271973 (2.7849929955778223) | > loss_kl: 2.126502752304077 (2.2098888428784385) | > loss_feat: 8.965985298156738 (8.529037940792923) | > loss_mel: 15.73953914642334 (15.232237805888213) | > loss_duration: 1.534339427947998 (1.6193013390597566) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.30018424987793 (30.37545903302236) | > grad_norm_1: tensor(1873.5552, device='cuda:0') (tensor(1118.0576, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.8222 (0.7914079440180015) | > loader_time: 0.0112 (0.011378133753866263)  --> TIME: 2025-02-20 05:27:54 -- STEP: 337/924 -- GLOBAL_STEP: 92400 | > loss_disc: 2.2863705158233643 (2.235389661364458) | > loss_disc_real_0: 0.08905889838933945 (0.11552227109405336) | > loss_disc_real_1: 0.17123442888259888 (0.19187158664539228) | > loss_disc_real_2: 0.2193145900964737 (0.20261297275475296) | > loss_disc_real_3: 0.19908352196216583 (0.20851947141684127) | > loss_disc_real_4: 0.19603650271892548 (0.21279442615431216) | > loss_disc_real_5: 0.20086432993412018 (0.20613958923151657) | > loss_0: 2.2863705158233643 (2.235389661364458) | > grad_norm_0: tensor(50.5175, device='cuda:0') (tensor(71.1411, device='cuda:0')) | > loss_gen: 2.6446359157562256 (2.786088586914785) | > loss_kl: 2.287156820297241 (2.208203830775588) | > loss_feat: 8.516318321228027 (8.541554172244203) | > loss_mel: 15.394872665405273 (15.276420315932096) | > loss_duration: 1.580301284790039 (1.619266774604865) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.42328643798828 (30.43153379083741) | > grad_norm_1: tensor(372.3204, device='cuda:0') (tensor(1112.8779, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.7943 (0.7929511459361908) | > loader_time: 0.0097 (0.011421193001178321)  --> TIME: 2025-02-20 05:28:35 -- STEP: 387/924 -- GLOBAL_STEP: 92450 | > loss_disc: 2.227947950363159 (2.238819895480647) | > loss_disc_real_0: 0.13874541223049164 (0.1158863212672623) | > loss_disc_real_1: 0.1833576261997223 (0.19263645402066767) | > loss_disc_real_2: 0.20064415037631989 (0.20281397618680652) | > loss_disc_real_3: 0.20065654814243317 (0.20865220151052302) | > loss_disc_real_4: 0.19666366279125214 (0.2131675409793238) | > loss_disc_real_5: 0.20853182673454285 (0.20617813522655526) | > loss_0: 2.227947950363159 (2.238819895480647) | > grad_norm_0: tensor(63.1960, device='cuda:0') (tensor(69.5937, device='cuda:0')) | > loss_gen: 2.884451389312744 (2.778941087328493) | > loss_kl: 1.9767316579818726 (2.2105434427581674) | > loss_feat: 8.23151969909668 (8.528187670448954) | > loss_mel: 14.82728385925293 (15.299561791333733) | > loss_duration: 1.6296067237854004 (1.6194590407132483) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.549591064453125 (30.43669310774298) | > grad_norm_1: tensor(1123.4204, device='cuda:0') (tensor(1125.1090, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.8315 (0.79439971859757) | > loader_time: 0.0117 (0.011433392532112063)  --> TIME: 2025-02-20 05:29:16 -- STEP: 437/924 -- GLOBAL_STEP: 92500 | > loss_disc: 2.2511887550354004 (2.239376204783094) | > loss_disc_real_0: 0.15589413046836853 (0.11536948474921133) | > loss_disc_real_1: 0.16477322578430176 (0.19314423278485604) | > loss_disc_real_2: 0.19831405580043793 (0.2033278669318018) | > loss_disc_real_3: 0.1864900141954422 (0.2086522602039289) | > loss_disc_real_4: 0.1939108967781067 (0.21312832920993224) | > loss_disc_real_5: 0.21440057456493378 (0.20555382816960666) | > loss_0: 2.2511887550354004 (2.239376204783094) | > grad_norm_0: tensor(104.6588, device='cuda:0') (tensor(69.1924, device='cuda:0')) | > loss_gen: 2.9182496070861816 (2.782540059471566) | > loss_kl: 2.3115921020507812 (2.2050142743767513) | > loss_feat: 9.549138069152832 (8.514523567269539) | > loss_mel: 16.63844871520996 (15.280812069262193) | > loss_duration: 1.6218031644821167 (1.6199016721079493) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.03923034667969 (30.402791684497686) | > grad_norm_1: tensor(1136.2545, device='cuda:0') (tensor(1099.9459, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.7886 (0.7949387934442517) | > loader_time: 0.0098 (0.01144019035234604)  --> TIME: 2025-02-20 05:29:57 -- STEP: 487/924 -- GLOBAL_STEP: 92550 | > loss_disc: 2.367898941040039 (2.238130052231667) | > loss_disc_real_0: 0.1592067927122116 (0.11443880600453157) | > loss_disc_real_1: 0.20838522911071777 (0.1931145733692807) | > loss_disc_real_2: 0.2223585993051529 (0.20310252155244227) | > loss_disc_real_3: 0.2245689332485199 (0.2089314518584363) | > loss_disc_real_4: 0.24680881202220917 (0.21322064600441248) | > loss_disc_real_5: 0.22710369527339935 (0.20585526550452568) | > loss_0: 2.367898941040039 (2.238130052231667) | > grad_norm_0: tensor(69.4302, device='cuda:0') (tensor(66.9965, device='cuda:0')) | > loss_gen: 2.8025283813476562 (2.7814871222086746) | > loss_kl: 2.148202419281006 (2.202436200891919) | > loss_feat: 7.521806716918945 (8.50697712535975) | > loss_mel: 13.283737182617188 (15.262223230005535) | > loss_duration: 1.6287128925323486 (1.6201043488798197) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.38498878479004 (30.37322809661928) | > grad_norm_1: tensor(414.9482, device='cuda:0') (tensor(1084.8569, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.7861 (0.7957406690233298) | > loader_time: 0.011 (0.011418995181637867)  --> TIME: 2025-02-20 05:30:38 -- STEP: 537/924 -- GLOBAL_STEP: 92600 | > loss_disc: 2.142929792404175 (2.23539830963483) | > loss_disc_real_0: 0.11386072635650635 (0.1135403305583493) | > loss_disc_real_1: 0.2192515879869461 (0.1933065042093923) | > loss_disc_real_2: 0.21955597400665283 (0.20302273641085491) | > loss_disc_real_3: 0.22318777441978455 (0.20868948587603187) | > loss_disc_real_4: 0.194845512509346 (0.21310026452528036) | > loss_disc_real_5: 0.21937313675880432 (0.20577071246377138) | > loss_0: 2.142929792404175 (2.23539830963483) | > grad_norm_0: tensor(52.0730, device='cuda:0') (tensor(66.0947, device='cuda:0')) | > loss_gen: 2.9066522121429443 (2.7839376291527196) | > loss_kl: 2.1451902389526367 (2.204575354826515) | > loss_feat: 9.191869735717773 (8.523172543701508) | > loss_mel: 15.879816055297852 (15.266976672621857) | > loss_duration: 1.671523094177246 (1.6205783536314295) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.79505157470703 (30.399240614537646) | > grad_norm_1: tensor(1592.5613, device='cuda:0') (tensor(1076.5964, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.7806 (0.7969325738690198) | > loader_time: 0.0099 (0.011396951515581354)  --> TIME: 2025-02-20 05:31:19 -- STEP: 587/924 -- GLOBAL_STEP: 92650 | > loss_disc: 2.4001266956329346 (2.2350081071333774) | > loss_disc_real_0: 0.1517661064863205 (0.11349704378685917) | > loss_disc_real_1: 0.17215949296951294 (0.1933946830602887) | > loss_disc_real_2: 0.19161102175712585 (0.20286704259694538) | > loss_disc_real_3: 0.21537543833255768 (0.2086303030764224) | > loss_disc_real_4: 0.22510339319705963 (0.21313256434017405) | > loss_disc_real_5: 0.20344041287899017 (0.20555451915962733) | > loss_0: 2.4001266956329346 (2.2350081071333774) | > grad_norm_0: tensor(91.1212, device='cuda:0') (tensor(66.0447, device='cuda:0')) | > loss_gen: 2.493072986602783 (2.784262856998473) | > loss_kl: 2.110372304916382 (2.20446318377831) | > loss_feat: 7.657975673675537 (8.522925540170228) | > loss_mel: 14.126348495483398 (15.25120086117538) | > loss_duration: 1.6319050788879395 (1.6204722451595068) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.019672393798828 (30.383324741707952) | > grad_norm_1: tensor(1342.0168, device='cuda:0') (tensor(1071.1538, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.7986 (0.7975905587360441) | > loader_time: 0.0101 (0.011421153248879531)  --> TIME: 2025-02-20 05:32:00 -- STEP: 637/924 -- GLOBAL_STEP: 92700 | > loss_disc: 2.214811086654663 (2.234706915529035) | > loss_disc_real_0: 0.06215256080031395 (0.11359756087279019) | > loss_disc_real_1: 0.21050454676151276 (0.19338856279569297) | > loss_disc_real_2: 0.21037493646144867 (0.2031686225762734) | > loss_disc_real_3: 0.22127000987529755 (0.20842454076000436) | > loss_disc_real_4: 0.25520285964012146 (0.21311764608559858) | > loss_disc_real_5: 0.20517125725746155 (0.20550423631301287) | > loss_0: 2.214811086654663 (2.234706915529035) | > grad_norm_0: tensor(45.3642, device='cuda:0') (tensor(66.8537, device='cuda:0')) | > loss_gen: 2.801319122314453 (2.787004899379782) | > loss_kl: 2.0957212448120117 (2.2050163732780192) | > loss_feat: 8.66161823272705 (8.536812041206304) | > loss_mel: 15.688849449157715 (15.254339469658149) | > loss_duration: 1.6564058065414429 (1.6201702899049553) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.903915405273438 (30.40334313780397) | > grad_norm_1: tensor(1121.6051, device='cuda:0') (tensor(1060.2061, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.8079 (0.7981008304344435) | > loader_time: 0.0166 (0.01144739896573676)  --> TIME: 2025-02-20 05:32:41 -- STEP: 687/924 -- GLOBAL_STEP: 92750 | > loss_disc: 2.252363920211792 (2.2364265660184635) | > loss_disc_real_0: 0.07600359618663788 (0.11455865103474869) | > loss_disc_real_1: 0.20704752206802368 (0.19357535674669155) | > loss_disc_real_2: 0.17623122036457062 (0.20308590147866606) | > loss_disc_real_3: 0.18229587376117706 (0.2083042317125648) | > loss_disc_real_4: 0.23615965247154236 (0.21319914842363372) | > loss_disc_real_5: 0.1587301343679428 (0.20540592358535723) | > loss_0: 2.252363920211792 (2.2364265660184635) | > grad_norm_0: tensor(51.0911, device='cuda:0') (tensor(67.0257, device='cuda:0')) | > loss_gen: 2.5723724365234375 (2.7851588538640417) | > loss_kl: 2.0284841060638428 (2.2034651021943494) | > loss_feat: 8.823561668395996 (8.527053082006635) | > loss_mel: 14.395017623901367 (15.240864156809089) | > loss_duration: 1.6036162376403809 (1.6197192892757566) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.423051834106445 (30.37626053256239) | > grad_norm_1: tensor(1273.4939, device='cuda:0') (tensor(1060.1853, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.7998 (0.7982749727268587) | > loader_time: 0.0112 (0.011421698843721392)  --> TIME: 2025-02-20 05:33:22 -- STEP: 737/924 -- GLOBAL_STEP: 92800 | > loss_disc: 2.0794193744659424 (2.2368310649488823) | > loss_disc_real_0: 0.09927332401275635 (0.1148931257922096) | > loss_disc_real_1: 0.232827827334404 (0.19329683601937098) | > loss_disc_real_2: 0.1921006292104721 (0.2030101847535396) | > loss_disc_real_3: 0.20408491790294647 (0.20827373152591155) | > loss_disc_real_4: 0.19695965945720673 (0.2133477567979408) | > loss_disc_real_5: 0.22567179799079895 (0.2053471599860948) | > loss_0: 2.0794193744659424 (2.2368310649488823) | > grad_norm_0: tensor(40.6490, device='cuda:0') (tensor(66.5279, device='cuda:0')) | > loss_gen: 3.230525016784668 (2.783019298776029) | > loss_kl: 1.999503254890442 (2.20025272527899) | > loss_feat: 9.541179656982422 (8.527021764576677) | > loss_mel: 16.20328140258789 (15.250395187367578) | > loss_duration: 1.580746054649353 (1.619517089553895) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.55523681640625 (30.380206122327206) | > grad_norm_1: tensor(774.2675, device='cuda:0') (tensor(1056.7201, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.8004 (0.798922994890563) | > loader_time: 0.0103 (0.011441829570112914)  --> TIME: 2025-02-20 05:34:03 -- STEP: 787/924 -- GLOBAL_STEP: 92850 | > loss_disc: 2.179180860519409 (2.237645043199825) | > loss_disc_real_0: 0.08320800960063934 (0.11526105651369238) | > loss_disc_real_1: 0.20318780839443207 (0.19308395846598933) | > loss_disc_real_2: 0.19511672854423523 (0.20301462575471385) | > loss_disc_real_3: 0.21092161536216736 (0.20804039262983062) | > loss_disc_real_4: 0.20589511096477509 (0.21351227315741558) | > loss_disc_real_5: 0.20379158854484558 (0.20548830083849465) | > loss_0: 2.179180860519409 (2.237645043199825) | > grad_norm_0: tensor(54.4835, device='cuda:0') (tensor(65.9942, device='cuda:0')) | > loss_gen: 2.8574488162994385 (2.7804879524201827) | > loss_kl: 2.3341915607452393 (2.1989141589047176) | > loss_feat: 7.924878120422363 (8.51727063349878) | > loss_mel: 13.485637664794922 (15.250145329302118) | > loss_duration: 1.6005921363830566 (1.6200159357948254) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.202747344970703 (30.366834070964266) | > grad_norm_1: tensor(1171.2830, device='cuda:0') (tensor(1057.3026, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.8406 (0.7992260107697198) | > loader_time: 0.0115 (0.011451179220836983)  --> TIME: 2025-02-20 05:34:44 -- STEP: 837/924 -- GLOBAL_STEP: 92900 | > loss_disc: 2.1656713485717773 (2.2345231973711894) | > loss_disc_real_0: 0.13381409645080566 (0.11447026987372047) | > loss_disc_real_1: 0.1841951310634613 (0.19306603358922744) | > loss_disc_real_2: 0.21855026483535767 (0.2029378319797835) | > loss_disc_real_3: 0.21377459168434143 (0.2078630508167342) | > loss_disc_real_4: 0.1800864338874817 (0.21330061462332855) | > loss_disc_real_5: 0.18610550463199615 (0.20500879730303795) | > loss_0: 2.1656713485717773 (2.2345231973711894) | > grad_norm_0: tensor(53.2718, device='cuda:0') (tensor(65.8589, device='cuda:0')) | > loss_gen: 2.858299970626831 (2.7852082608563595) | > loss_kl: 2.296255588531494 (2.1997602044325415) | > loss_feat: 7.9701433181762695 (8.531710167227395) | > loss_mel: 14.744081497192383 (15.266088116553522) | > loss_duration: 1.6312706470489502 (1.6197151281785225) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.500051498413086 (30.402481947321192) | > grad_norm_1: tensor(856.9540, device='cuda:0') (tensor(1055.0016, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.8127 (0.7991210041365179) | > loader_time: 0.0114 (0.011447035995720393)  --> TIME: 2025-02-20 05:35:25 -- STEP: 887/924 -- GLOBAL_STEP: 92950 | > loss_disc: 2.4204702377319336 (2.2332463603143364) | > loss_disc_real_0: 0.07606492936611176 (0.11401467726659344) | > loss_disc_real_1: 0.19903549551963806 (0.19281902890799407) | > loss_disc_real_2: 0.23388974368572235 (0.20298034399579853) | > loss_disc_real_3: 0.20992746949195862 (0.2076898202081678) | > loss_disc_real_4: 0.21114665269851685 (0.2131196410639849) | > loss_disc_real_5: 0.2102213203907013 (0.20507682239995864) | > loss_0: 2.4204702377319336 (2.2332463603143364) | > grad_norm_0: tensor(57.0753, device='cuda:0') (tensor(66.0154, device='cuda:0')) | > loss_gen: 2.6346676349639893 (2.7860392166769854) | > loss_kl: 2.194352149963379 (2.201703130459701) | > loss_feat: 7.742618083953857 (8.53851920722437) | > loss_mel: 13.733272552490234 (15.271166615448514) | > loss_duration: 1.611323356628418 (1.6195490637115857) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.91623306274414 (30.416977307170193) | > grad_norm_1: tensor(562.6879, device='cuda:0') (tensor(1059.7682, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.7553 (0.7994513081590384) | > loader_time: 0.0103 (0.011438387760046236)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3191044330596924 (2.3191044330596924) | > loss_disc_real_0: 0.06467672437429428 (0.06467672437429428) | > loss_disc_real_1: 0.19345083832740784 (0.19345083832740784) | > loss_disc_real_2: 0.19803230464458466 (0.19803230464458466) | > loss_disc_real_3: 0.2253163903951645 (0.2253163903951645) | > loss_disc_real_4: 0.1994858682155609 (0.1994858682155609) | > loss_disc_real_5: 0.2067277431488037 (0.2067277431488037) | > loss_0: 2.3191044330596924 (2.3191044330596924) | > loss_gen: 2.2358720302581787 (2.2358720302581787) | > loss_kl: 1.9615495204925537 (1.9615495204925537) | > loss_feat: 7.553194522857666 (7.553194522857666) | > loss_mel: 13.886505126953125 (13.886505126953125) | > loss_duration: 1.6632435321807861 (1.6632435321807861) | > loss_1: 27.300365447998047 (27.300365447998047)  --> STEP: 1 | > loss_disc: 2.2770514488220215 (2.2770514488220215) | > loss_disc_real_0: 0.0740031972527504 (0.0740031972527504) | > loss_disc_real_1: 0.19128502905368805 (0.19128502905368805) | > loss_disc_real_2: 0.20138739049434662 (0.20138739049434662) | > loss_disc_real_3: 0.21533429622650146 (0.21533429622650146) | > loss_disc_real_4: 0.15709426999092102 (0.15709426999092102) | > loss_disc_real_5: 0.21675652265548706 (0.21675652265548706) | > loss_0: 2.2770514488220215 (2.2770514488220215) | > loss_gen: 2.23052978515625 (2.23052978515625) | > loss_kl: 2.067934989929199 (2.067934989929199) | > loss_feat: 7.398942947387695 (7.398942947387695) | > loss_mel: 13.61643123626709 (13.61643123626709) | > loss_duration: 1.6723394393920898 (1.6723394393920898) | > loss_1: 26.98617935180664 (26.98617935180664)  --> STEP: 2 | > loss_disc: 2.3375792503356934 (2.3073153495788574) | > loss_disc_real_0: 0.06858310848474503 (0.07129315286874771) | > loss_disc_real_1: 0.19866493344306946 (0.19497498124837875) | > loss_disc_real_2: 0.1939765214920044 (0.1976819559931755) | > loss_disc_real_3: 0.2336471676826477 (0.22449073195457458) | > loss_disc_real_4: 0.18681098520755768 (0.17195262759923935) | > loss_disc_real_5: 0.22116272151470184 (0.21895962208509445) | > loss_0: 2.3375792503356934 (2.3073153495788574) | > loss_gen: 2.203920364379883 (2.2172250747680664) | > loss_kl: 2.0176923274993896 (2.0428136587142944) | > loss_feat: 7.41822624206543 (7.4085845947265625) | > loss_mel: 13.507481575012207 (13.561956405639648) | > loss_duration: 1.574135661125183 (1.6232375502586365) | > loss_1: 26.72145652770996 (26.8538179397583)  --> STEP: 3 | > loss_disc: 2.2755656242370605 (2.2967321077982583) | > loss_disc_real_0: 0.046752192080020905 (0.06311283260583878) | > loss_disc_real_1: 0.1860773265361786 (0.19200909634431204) | > loss_disc_real_2: 0.1880657970905304 (0.1944765696922938) | > loss_disc_real_3: 0.23295415937900543 (0.22731187442938486) | > loss_disc_real_4: 0.22086367011070251 (0.18825630843639374) | > loss_disc_real_5: 0.22595949470996857 (0.2212929129600525) | > loss_0: 2.2755656242370605 (2.2967321077982583) | > loss_gen: 2.3392040729522705 (2.2578847408294678) | > loss_kl: 2.1708056926727295 (2.085477670033773) | > loss_feat: 7.684523582458496 (7.500564257303874) | > loss_mel: 14.930974006652832 (14.018295605977377) | > loss_duration: 1.657655954360962 (1.6347103516260784) | > loss_1: 28.783164978027344 (27.496933619181316)  --> STEP: 4 | > loss_disc: 2.369387149810791 (2.3148958683013916) | > loss_disc_real_0: 0.07987940311431885 (0.0673044752329588) | > loss_disc_real_1: 0.19724057614803314 (0.1933169662952423) | > loss_disc_real_2: 0.20374654233455658 (0.1967940628528595) | > loss_disc_real_3: 0.22186340391635895 (0.2259497568011284) | > loss_disc_real_4: 0.19228895008563995 (0.1892644688487053) | > loss_disc_real_5: 0.22441622614860535 (0.2220737412571907) | > loss_0: 2.369387149810791 (2.3148958683013916) | > loss_gen: 2.161806344985962 (2.2338651418685913) | > loss_kl: 2.082744598388672 (2.0847944021224976) | > loss_feat: 6.826511383056641 (7.332051038742065) | > loss_mel: 12.74215030670166 (13.699259281158447) | > loss_duration: 1.765986442565918 (1.6675293743610382) | > loss_1: 25.57919692993164 (27.017499446868896)  --> STEP: 5 | > loss_disc: 1.875086784362793 (2.226934051513672) | > loss_disc_real_0: 0.027458684518933296 (0.059335317090153696) | > loss_disc_real_1: 0.13591690361499786 (0.18183695375919343) | > loss_disc_real_2: 0.17954963445663452 (0.1933451771736145) | > loss_disc_real_3: 0.20968201756477356 (0.22269620895385742) | > loss_disc_real_4: 0.10751285403966904 (0.17291414588689805) | > loss_disc_real_5: 0.18989981710910797 (0.21563895642757416) | > loss_0: 1.875086784362793 (2.226934051513672) | > loss_gen: 2.6017038822174072 (2.3074328899383545) | > loss_kl: 2.3376097679138184 (2.135357475280762) | > loss_feat: 10.985655784606934 (8.062771987915038) | > loss_mel: 17.72123908996582 (14.503655242919923) | > loss_duration: 1.5294157266616821 (1.639906644821167) | > loss_1: 35.17562484741211 (28.649124526977538) --> EVAL PERFORMANCE | > avg_loader_time: 0.15396218299865722 (-0.0007383823394775391) | > avg_loss_disc: 2.226934051513672 (-0.18393115997314435) | > avg_loss_disc_real_0: 0.059335317090153696 (-0.09436740688979625) | > avg_loss_disc_real_1: 0.18183695375919343 (-0.01750297546386717) | > avg_loss_disc_real_2: 0.1933451771736145 (-0.029411372542381298) | > avg_loss_disc_real_3: 0.22269620895385742 (+0.008384856581687916) | > avg_loss_disc_real_4: 0.17291414588689805 (-0.08021446913480759) | > avg_loss_disc_real_5: 0.21563895642757416 (+0.0034336119890213124) | > avg_loss_0: 2.226934051513672 (-0.18393115997314435) | > avg_loss_gen: 2.3074328899383545 (-0.08953652381896982) | > avg_loss_kl: 2.135357475280762 (-0.0878036737442014) | > avg_loss_feat: 8.062771987915038 (+1.0693290710449208) | > avg_loss_mel: 14.503655242919923 (+0.5308027267456055) | > avg_loss_duration: 1.639906644821167 (+0.0013866901397705522) | > avg_loss_1: 28.649124526977538 (+1.4241783142089837)  > EPOCH: 51/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 05:36:02)   --> TIME: 2025-02-20 05:36:15 -- STEP: 13/924 -- GLOBAL_STEP: 93000 | > loss_disc: 2.272841215133667 (2.2343705617464504) | > loss_disc_real_0: 0.09649264067411423 (0.10132980547272243) | > loss_disc_real_1: 0.17675216495990753 (0.1982234796652427) | > loss_disc_real_2: 0.21474012732505798 (0.20156469482641953) | > loss_disc_real_3: 0.20240119099617004 (0.20298811449454382) | > loss_disc_real_4: 0.20952780544757843 (0.2139558161680515) | > loss_disc_real_5: 0.2206408977508545 (0.20630510266010577) | > loss_0: 2.272841215133667 (2.2343705617464504) | > grad_norm_0: tensor(32.9159, device='cuda:0') (tensor(55.9921, device='cuda:0')) | > loss_gen: 2.7995848655700684 (2.8120444187751183) | > loss_kl: 2.1453468799591064 (2.197406585399921) | > loss_feat: 7.938906669616699 (8.444531147296612) | > loss_mel: 14.721206665039062 (15.251015736506535) | > loss_duration: 1.6331197023391724 (1.6075742153021007) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.2381649017334 (30.31257203909067) | > grad_norm_1: tensor(1123.2291, device='cuda:0') (tensor(730.6795, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.8109 (0.8026616206535926) | > loader_time: 0.0104 (0.011108618516188402) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_93000.pth  --> TIME: 2025-02-20 05:36:58 -- STEP: 63/924 -- GLOBAL_STEP: 93050 | > loss_disc: 2.17183256149292 (2.221774500513834) | > loss_disc_real_0: 0.08749184012413025 (0.10728572220319793) | > loss_disc_real_1: 0.16842909157276154 (0.18951284057564205) | > loss_disc_real_2: 0.21556782722473145 (0.20348127517435285) | > loss_disc_real_3: 0.22721831500530243 (0.20678291079543887) | > loss_disc_real_4: 0.24384620785713196 (0.2149579735502364) | > loss_disc_real_5: 0.18364834785461426 (0.2067565955812969) | > loss_0: 2.17183256149292 (2.221774500513834) | > grad_norm_0: tensor(25.5685, device='cuda:0') (tensor(57.6831, device='cuda:0')) | > loss_gen: 2.8810739517211914 (2.7925759724208286) | > loss_kl: 2.189250946044922 (2.2161585584519403) | > loss_feat: 8.099695205688477 (8.535596491798525) | > loss_mel: 14.01292896270752 (15.261632646833148) | > loss_duration: 1.635931372642517 (1.6205328419094993) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.818880081176758 (30.426496475461928) | > grad_norm_1: tensor(898.0103, device='cuda:0') (tensor(989.0115, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.8075 (0.8006491547539121) | > loader_time: 0.0105 (0.010913916996547155)  --> TIME: 2025-02-20 05:37:39 -- STEP: 113/924 -- GLOBAL_STEP: 93100 | > loss_disc: 2.325587511062622 (2.229345223544974) | > loss_disc_real_0: 0.10707094520330429 (0.10949547961354256) | > loss_disc_real_1: 0.17107832431793213 (0.1899915175364081) | > loss_disc_real_2: 0.19377553462982178 (0.20434575771863484) | > loss_disc_real_3: 0.20062366127967834 (0.20774703519006746) | > loss_disc_real_4: 0.21206964552402496 (0.21502202788812924) | > loss_disc_real_5: 0.22408470511436462 (0.20527024382511072) | > loss_0: 2.325587511062622 (2.229345223544974) | > grad_norm_0: tensor(39.6662, device='cuda:0') (tensor(63.9135, device='cuda:0')) | > loss_gen: 2.544034957885742 (2.7958579822979144) | > loss_kl: 2.1391468048095703 (2.2104392842908878) | > loss_feat: 7.593224048614502 (8.552394470282362) | > loss_mel: 15.028246879577637 (15.319606401224052) | > loss_duration: 1.5896782875061035 (1.6210314204207565) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.894329071044922 (30.49932944036163) | > grad_norm_1: tensor(962.0928, device='cuda:0') (tensor(997.1889, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.7713 (0.8044956933080623) | > loader_time: 0.0096 (0.011107503840353637)  --> TIME: 2025-02-20 05:38:20 -- STEP: 163/924 -- GLOBAL_STEP: 93150 | > loss_disc: 2.106083631515503 (2.2329604633015365) | > loss_disc_real_0: 0.10882434993982315 (0.11205379507201581) | > loss_disc_real_1: 0.17619749903678894 (0.1905293127327609) | > loss_disc_real_2: 0.21875904500484467 (0.20420243668775617) | > loss_disc_real_3: 0.24426688253879547 (0.2080909889534207) | > loss_disc_real_4: 0.23198069632053375 (0.21421143019491906) | > loss_disc_real_5: 0.2197396159172058 (0.20539454612995217) | > loss_0: 2.106083631515503 (2.2329604633015365) | > grad_norm_0: tensor(67.8568, device='cuda:0') (tensor(62.0045, device='cuda:0')) | > loss_gen: 3.0725526809692383 (2.7703858650535156) | > loss_kl: 2.359325647354126 (2.2070147040431496) | > loss_feat: 9.342480659484863 (8.493660599176138) | > loss_mel: 16.829309463500977 (15.267143091541126) | > loss_duration: 1.5554900169372559 (1.6192739024484077) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.159156799316406 (30.357478065724752) | > grad_norm_1: tensor(1748.4614, device='cuda:0') (tensor(1123.4773, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.7796 (0.8030799268944863) | > loader_time: 0.0123 (0.011107317509095362)  --> TIME: 2025-02-20 05:39:01 -- STEP: 213/924 -- GLOBAL_STEP: 93200 | > loss_disc: 2.1422011852264404 (2.23738995012543) | > loss_disc_real_0: 0.1178361177444458 (0.11588346218349228) | > loss_disc_real_1: 0.1755795180797577 (0.1905362392675149) | > loss_disc_real_2: 0.2051740288734436 (0.2045108289086203) | > loss_disc_real_3: 0.20275373756885529 (0.20799508627871394) | > loss_disc_real_4: 0.2510553002357483 (0.21425951338709798) | > loss_disc_real_5: 0.21400083601474762 (0.20499302306925188) | > loss_0: 2.1422011852264404 (2.23738995012543) | > grad_norm_0: tensor(71.1823, device='cuda:0') (tensor(65.8068, device='cuda:0')) | > loss_gen: 2.92970871925354 (2.7747941061924304) | > loss_kl: 2.001464605331421 (2.2046418458643102) | > loss_feat: 8.705469131469727 (8.493105393620171) | > loss_mel: 14.961210250854492 (15.259416423493148) | > loss_duration: 1.621820092201233 (1.617946712623739) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.21967315673828 (30.349904360345832) | > grad_norm_1: tensor(1050.9963, device='cuda:0') (tensor(1082.8672, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.8166 (0.803285215941953) | > loader_time: 0.011 (0.011116161033021453)  --> TIME: 2025-02-20 05:39:42 -- STEP: 263/924 -- GLOBAL_STEP: 93250 | > loss_disc: 2.076850414276123 (2.2331789024882442) | > loss_disc_real_0: 0.07398255914449692 (0.11307776275979702) | > loss_disc_real_1: 0.20325063169002533 (0.1909597917201401) | > loss_disc_real_2: 0.21836794912815094 (0.20487272444786678) | > loss_disc_real_3: 0.17025360465049744 (0.20698936249593364) | > loss_disc_real_4: 0.24275346100330353 (0.21409380900542543) | > loss_disc_real_5: 0.21280968189239502 (0.2049039959794215) | > loss_0: 2.076850414276123 (2.2331789024882442) | > grad_norm_0: tensor(40.2615, device='cuda:0') (tensor(64.1183, device='cuda:0')) | > loss_gen: 3.0022783279418945 (2.7765739208845117) | > loss_kl: 2.342930793762207 (2.202491568068588) | > loss_feat: 9.595504760742188 (8.528518357657665) | > loss_mel: 15.945727348327637 (15.260472968504004) | > loss_duration: 1.6016124486923218 (1.6194409884427432) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.48805236816406 (30.387497731488015) | > grad_norm_1: tensor(668.8535, device='cuda:0') (tensor(1056.8787, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.8123 (0.802665338770065) | > loader_time: 0.0095 (0.011094220237586886)  --> TIME: 2025-02-20 05:40:23 -- STEP: 313/924 -- GLOBAL_STEP: 93300 | > loss_disc: 2.1808223724365234 (2.2350092714967817) | > loss_disc_real_0: 0.15981973707675934 (0.11408041101008558) | > loss_disc_real_1: 0.180611714720726 (0.19076167218410936) | > loss_disc_real_2: 0.17412523925304413 (0.2047102782196892) | > loss_disc_real_3: 0.19071555137634277 (0.20748426381962748) | > loss_disc_real_4: 0.24655087292194366 (0.21391060424688907) | > loss_disc_real_5: 0.23365125060081482 (0.2051562341257406) | > loss_0: 2.1808223724365234 (2.2350092714967817) | > grad_norm_0: tensor(117.4798, device='cuda:0') (tensor(64.5013, device='cuda:0')) | > loss_gen: 3.0260887145996094 (2.7767792799221427) | > loss_kl: 2.425363063812256 (2.203822528592313) | > loss_feat: 9.082345008850098 (8.525527199998072) | > loss_mel: 16.548816680908203 (15.2660807222604) | > loss_duration: 1.6635491847991943 (1.6196440869626905) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.74616241455078 (30.391853759083123) | > grad_norm_1: tensor(1378.2976, device='cuda:0') (tensor(1074.6752, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.8089 (0.8027743325827602) | > loader_time: 0.0103 (0.01116496686356517)  --> TIME: 2025-02-20 05:41:04 -- STEP: 363/924 -- GLOBAL_STEP: 93350 | > loss_disc: 2.234799385070801 (2.2351504209613) | > loss_disc_real_0: 0.10867451876401901 (0.11392548154865086) | > loss_disc_real_1: 0.18560543656349182 (0.19083974270288614) | > loss_disc_real_2: 0.18100722134113312 (0.20480850531870998) | > loss_disc_real_3: 0.21922187507152557 (0.20738939292338926) | > loss_disc_real_4: 0.20607890188694 (0.2140918280057014) | > loss_disc_real_5: 0.25961798429489136 (0.2046137073644265) | > loss_0: 2.234799385070801 (2.2351504209613) | > grad_norm_0: tensor(55.6971, device='cuda:0') (tensor(63.5909, device='cuda:0')) | > loss_gen: 2.6050281524658203 (2.776925640657912) | > loss_kl: 2.1231648921966553 (2.195328220848209) | > loss_feat: 7.724630355834961 (8.521508634583025) | > loss_mel: 15.131722450256348 (15.286647675779568) | > loss_duration: 1.6406049728393555 (1.6202645436462948) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.22515106201172 (30.400674657059767) | > grad_norm_1: tensor(1693.7931, device='cuda:0') (tensor(1084.0676, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.801 (0.8035896750521069) | > loader_time: 0.0103 (0.011183906192621908)  --> TIME: 2025-02-20 05:41:45 -- STEP: 413/924 -- GLOBAL_STEP: 93400 | > loss_disc: 2.0440115928649902 (2.2319270701443017) | > loss_disc_real_0: 0.04842110350728035 (0.11263216308545836) | > loss_disc_real_1: 0.2027905434370041 (0.1910810344660831) | > loss_disc_real_2: 0.15996013581752777 (0.2046630133223014) | > loss_disc_real_3: 0.22804737091064453 (0.20751179877407036) | > loss_disc_real_4: 0.20064285397529602 (0.21395617907474462) | > loss_disc_real_5: 0.19389645755290985 (0.2045354619802632) | > loss_0: 2.0440115928649902 (2.2319270701443017) | > grad_norm_0: tensor(30.3925, device='cuda:0') (tensor(63.5463, device='cuda:0')) | > loss_gen: 2.9050850868225098 (2.7843171961371014) | > loss_kl: 2.0263609886169434 (2.1941014026036845) | > loss_feat: 9.729462623596191 (8.545962725078224) | > loss_mel: 15.690912246704102 (15.299834008944236) | > loss_duration: 1.5788542032241821 (1.6203652317241086) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.930673599243164 (30.44458047529687) | > grad_norm_1: tensor(1063.5658, device='cuda:0') (tensor(1078.6555, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.7667 (0.8034527596203525) | > loader_time: 0.0111 (0.011204094921416868)  --> TIME: 2025-02-20 05:42:26 -- STEP: 463/924 -- GLOBAL_STEP: 93450 | > loss_disc: 2.18709135055542 (2.2340615132972426) | > loss_disc_real_0: 0.1026429533958435 (0.11234941036635547) | > loss_disc_real_1: 0.19510656595230103 (0.19176354125689227) | > loss_disc_real_2: 0.2063935250043869 (0.20474259780627346) | > loss_disc_real_3: 0.20814131200313568 (0.20759374289481738) | > loss_disc_real_4: 0.21598945558071136 (0.21390620714001213) | > loss_disc_real_5: 0.20286262035369873 (0.20470056064893566) | > loss_0: 2.18709135055542 (2.2340615132972426) | > grad_norm_0: tensor(33.4276, device='cuda:0') (tensor(64.6671, device='cuda:0')) | > loss_gen: 2.857969284057617 (2.7858081250159827) | > loss_kl: 2.140409231185913 (2.196765921285805) | > loss_feat: 7.978841781616211 (8.531826430211565) | > loss_mel: 14.683996200561523 (15.287217224648396) | > loss_duration: 1.6230707168579102 (1.6200355989114255) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.284286499023438 (30.421653216137486) | > grad_norm_1: tensor(796.6351, device='cuda:0') (tensor(1054.7687, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.7899 (0.8044100245440753) | > loader_time: 0.0091 (0.011196697247466053)  --> TIME: 2025-02-20 05:43:07 -- STEP: 513/924 -- GLOBAL_STEP: 93500 | > loss_disc: 2.125420570373535 (2.235851880170215) | > loss_disc_real_0: 0.10779289901256561 (0.11251549039319245) | > loss_disc_real_1: 0.15221819281578064 (0.19204453897406487) | > loss_disc_real_2: 0.17434604465961456 (0.2046420285169609) | > loss_disc_real_3: 0.1957065463066101 (0.20759224354291286) | > loss_disc_real_4: 0.20890648663043976 (0.21374238182229605) | > loss_disc_real_5: 0.19201645255088806 (0.20517885982699793) | > loss_0: 2.125420570373535 (2.235851880170215) | > grad_norm_0: tensor(39.5671, device='cuda:0') (tensor(64.8898, device='cuda:0')) | > loss_gen: 2.792816162109375 (2.778949272795262) | > loss_kl: 2.3468682765960693 (2.2009924257475486) | > loss_feat: 8.788729667663574 (8.510966355805273) | > loss_mel: 16.242300033569336 (15.276201809591253) | > loss_duration: 1.640223503112793 (1.6202935837862784) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.81093978881836 (30.387403365464237) | > grad_norm_1: tensor(1279.3014, device='cuda:0') (tensor(1057.5481, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.7852 (0.8043091538821512) | > loader_time: 0.0136 (0.011206277397408588)  --> TIME: 2025-02-20 05:43:48 -- STEP: 563/924 -- GLOBAL_STEP: 93550 | > loss_disc: 2.1051106452941895 (2.235935513122042) | > loss_disc_real_0: 0.08881070464849472 (0.11333971802098927) | > loss_disc_real_1: 0.18260468542575836 (0.1920306062454864) | > loss_disc_real_2: 0.21146409213542938 (0.20467057789727172) | > loss_disc_real_3: 0.19530239701271057 (0.2074987971708575) | > loss_disc_real_4: 0.17221030592918396 (0.2137533457251679) | > loss_disc_real_5: 0.1830432415008545 (0.2050237273582345) | > loss_0: 2.1051106452941895 (2.235935513122042) | > grad_norm_0: tensor(20.3915, device='cuda:0') (tensor(64.7118, device='cuda:0')) | > loss_gen: 2.8589651584625244 (2.7838080395178495) | > loss_kl: 2.175516366958618 (2.201274219457039) | > loss_feat: 9.407830238342285 (8.520889192449047) | > loss_mel: 15.033592224121094 (15.28961295302342) | > loss_duration: 1.622750163078308 (1.6201787064808089) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.09865379333496 (30.41576303851329) | > grad_norm_1: tensor(528.0474, device='cuda:0') (tensor(1052.8802, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.8098 (0.8045072394620036) | > loader_time: 0.0111 (0.01122879219732742)  --> TIME: 2025-02-20 05:44:29 -- STEP: 613/924 -- GLOBAL_STEP: 93600 | > loss_disc: 2.1016316413879395 (2.2333560098831624) | > loss_disc_real_0: 0.0781298503279686 (0.11203825307271612) | > loss_disc_real_1: 0.18542695045471191 (0.19235355617268826) | > loss_disc_real_2: 0.18531453609466553 (0.20458081641749504) | > loss_disc_real_3: 0.19452707469463348 (0.2073611424564343) | > loss_disc_real_4: 0.20424853265285492 (0.2134126866719462) | > loss_disc_real_5: 0.19546712934970856 (0.2046525580094455) | > loss_0: 2.1016316413879395 (2.2333560098831624) | > grad_norm_0: tensor(16.1309, device='cuda:0') (tensor(63.8214, device='cuda:0')) | > loss_gen: 3.0702853202819824 (2.7894148834377837) | > loss_kl: 2.3126842975616455 (2.2024807747192123) | > loss_feat: 8.848644256591797 (8.536294408179025) | > loss_mel: 15.590004920959473 (15.305267113067975) | > loss_duration: 1.6234509944915771 (1.619716285103491) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.445070266723633 (30.453173393137497) | > grad_norm_1: tensor(941.6459, device='cuda:0') (tensor(1043.1179, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.7858 (0.8042966335477092) | > loader_time: 0.0103 (0.011217440127548543)  --> TIME: 2025-02-20 05:45:10 -- STEP: 663/924 -- GLOBAL_STEP: 93650 | > loss_disc: 2.3099522590637207 (2.231156947026603) | > loss_disc_real_0: 0.05264586582779884 (0.1111126912934748) | > loss_disc_real_1: 0.253618985414505 (0.19227753986420487) | > loss_disc_real_2: 0.20325101912021637 (0.2044470835460258) | > loss_disc_real_3: 0.21527716517448425 (0.20733776423366546) | > loss_disc_real_4: 0.2773553729057312 (0.21354513609750958) | > loss_disc_real_5: 0.25559499859809875 (0.20449645494758445) | > loss_0: 2.3099522590637207 (2.231156947026603) | > grad_norm_0: tensor(19.6027, device='cuda:0') (tensor(63.6886, device='cuda:0')) | > loss_gen: 2.6834700107574463 (2.7916794560433833) | > loss_kl: 2.0624608993530273 (2.2001712929968726) | > loss_feat: 7.09344482421875 (8.539072712082667) | > loss_mel: 13.760408401489258 (15.292429068149664) | > loss_duration: 1.572124719619751 (1.619476907393511) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.171907424926758 (30.442829365104572) | > grad_norm_1: tensor(793.8649, device='cuda:0') (tensor(1040.3085, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.7995 (0.8042898289578347) | > loader_time: 0.0103 (0.011220416691867836)  --> TIME: 2025-02-20 05:45:51 -- STEP: 713/924 -- GLOBAL_STEP: 93700 | > loss_disc: 2.2768971920013428 (2.230548636943391) | > loss_disc_real_0: 0.07417340576648712 (0.11072884630646981) | > loss_disc_real_1: 0.19416627287864685 (0.19218065655498978) | > loss_disc_real_2: 0.17793577909469604 (0.20428994655358348) | > loss_disc_real_3: 0.20207920670509338 (0.20741473963852522) | > loss_disc_real_4: 0.2008095681667328 (0.21342389107920845) | > loss_disc_real_5: 0.19531410932540894 (0.20443842545423394) | > loss_0: 2.2768971920013428 (2.230548636943391) | > grad_norm_0: tensor(43.1118, device='cuda:0') (tensor(63.7701, device='cuda:0')) | > loss_gen: 2.611759662628174 (2.7910210701727043) | > loss_kl: 2.326641798019409 (2.202565421563211) | > loss_feat: 8.4351224899292 (8.539291461420264) | > loss_mel: 15.607026100158691 (15.288052677941021) | > loss_duration: 1.6226651668548584 (1.6195897283594198) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.603214263916016 (30.440520301273125) | > grad_norm_1: tensor(225.8582, device='cuda:0') (tensor(1040.0688, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.8005 (0.8045110933242301) | > loader_time: 0.0105 (0.011239435027391343)  --> TIME: 2025-02-20 05:46:33 -- STEP: 763/924 -- GLOBAL_STEP: 93750 | > loss_disc: 2.2335798740386963 (2.2320913221701697) | > loss_disc_real_0: 0.07248483598232269 (0.11175727303753832) | > loss_disc_real_1: 0.21863800287246704 (0.1921434180413129) | > loss_disc_real_2: 0.2283121794462204 (0.20435055840374766) | > loss_disc_real_3: 0.20112942159175873 (0.207541548819092) | > loss_disc_real_4: 0.21736422181129456 (0.21343512016776975) | > loss_disc_real_5: 0.21688680350780487 (0.204512887308435) | > loss_0: 2.2335798740386963 (2.2320913221701697) | > grad_norm_0: tensor(45.7400, device='cuda:0') (tensor(64.6304, device='cuda:0')) | > loss_gen: 2.8120176792144775 (2.79058903572912) | > loss_kl: 2.1541690826416016 (2.2034226048195795) | > loss_feat: 8.882240295410156 (8.544072848628737) | > loss_mel: 15.302767753601074 (15.296940358563145) | > loss_duration: 1.6075981855392456 (1.6196847730664088) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.758790969848633 (30.454709574248188) | > grad_norm_1: tensor(1319.5421, device='cuda:0') (tensor(1043.3892, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.7901 (0.8051908269309743) | > loader_time: 0.0124 (0.011251377715664482)  --> TIME: 2025-02-20 05:47:14 -- STEP: 813/924 -- GLOBAL_STEP: 93800 | > loss_disc: 1.9388549327850342 (2.2322249922805146) | > loss_disc_real_0: 0.03941449895501137 (0.112649276380646) | > loss_disc_real_1: 0.20788975059986115 (0.19204876508659977) | > loss_disc_real_2: 0.17980659008026123 (0.20423530515049662) | > loss_disc_real_3: 0.1888618767261505 (0.20736255954039204) | > loss_disc_real_4: 0.20705537497997284 (0.2133329800097558) | > loss_disc_real_5: 0.17102065682411194 (0.20453439422895686) | > loss_0: 1.9388549327850342 (2.2322249922805146) | > grad_norm_0: tensor(15.7335, device='cuda:0') (tensor(64.7853, device='cuda:0')) | > loss_gen: 2.9880759716033936 (2.7879966548741333) | > loss_kl: 2.4259634017944336 (2.2015751535748764) | > loss_feat: 9.365364074707031 (8.536279356347693) | > loss_mel: 16.598974227905273 (15.300275173867615) | > loss_duration: 1.6209617853164673 (1.62000051459703) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.99933624267578 (30.44612678068004) | > grad_norm_1: tensor(623.2846, device='cuda:0') (tensor(1052.8987, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.8017 (0.8050410533449889) | > loader_time: 0.0103 (0.011255349326984174)  --> TIME: 2025-02-20 05:47:55 -- STEP: 863/924 -- GLOBAL_STEP: 93850 | > loss_disc: 2.2294368743896484 (2.233149386502082) | > loss_disc_real_0: 0.14499622583389282 (0.11287056979305637) | > loss_disc_real_1: 0.18761667609214783 (0.19201890464660598) | > loss_disc_real_2: 0.20690308511257172 (0.20423448118591647) | > loss_disc_real_3: 0.23355095088481903 (0.20724964437106258) | > loss_disc_real_4: 0.25057804584503174 (0.21350727533341007) | > loss_disc_real_5: 0.204175665974617 (0.2046790809941457) | > loss_0: 2.2294368743896484 (2.233149386502082) | > grad_norm_0: tensor(51.0807, device='cuda:0') (tensor(65.0564, device='cuda:0')) | > loss_gen: 2.836243152618408 (2.786451182249381) | > loss_kl: 2.2211265563964844 (2.203799362530712) | > loss_feat: 8.340034484863281 (8.531663537716135) | > loss_mel: 14.328828811645508 (15.28444093790419) | > loss_duration: 1.6369569301605225 (1.6199800795503172) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.363189697265625 (30.426335017623106) | > grad_norm_1: tensor(816.4247, device='cuda:0') (tensor(1056.4166, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.7934 (0.8047201224577935) | > loader_time: 0.0109 (0.011277623690431665)  --> TIME: 2025-02-20 05:48:35 -- STEP: 913/924 -- GLOBAL_STEP: 93900 | > loss_disc: 2.202877998352051 (2.2315921675075145) | > loss_disc_real_0: 0.14221106469631195 (0.11232243264491823) | > loss_disc_real_1: 0.17246532440185547 (0.19199586112097078) | > loss_disc_real_2: 0.199510857462883 (0.20403877486600286) | > loss_disc_real_3: 0.1943279206752777 (0.20709135243822166) | > loss_disc_real_4: 0.19000044465065002 (0.21337029820987455) | > loss_disc_real_5: 0.17096206545829773 (0.20462506145304155) | > loss_0: 2.202877998352051 (2.2315921675075145) | > grad_norm_0: tensor(108.0376, device='cuda:0') (tensor(64.9319, device='cuda:0')) | > loss_gen: 2.75238299369812 (2.7889562930099765) | > loss_kl: 2.355022668838501 (2.207646563306434) | > loss_feat: 9.15178394317627 (8.54440435365677) | > loss_mel: 16.134496688842773 (15.289124789661019) | > loss_duration: 1.6249916553497314 (1.6197664705059218) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.0186767578125 (30.449898405377994) | > grad_norm_1: tensor(1394.9763, device='cuda:0') (tensor(1050.9427, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.7712 (0.8039774356771008) | > loader_time: 0.0104 (0.01124335118739785)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3489410877227783 (2.3489410877227783) | > loss_disc_real_0: 0.15282176434993744 (0.15282176434993744) | > loss_disc_real_1: 0.21664126217365265 (0.21664126217365265) | > loss_disc_real_2: 0.2028197944164276 (0.2028197944164276) | > loss_disc_real_3: 0.20265892148017883 (0.20265892148017883) | > loss_disc_real_4: 0.23431500792503357 (0.23431500792503357) | > loss_disc_real_5: 0.20451143383979797 (0.20451143383979797) | > loss_0: 2.3489410877227783 (2.3489410877227783) | > loss_gen: 2.508244276046753 (2.508244276046753) | > loss_kl: 2.0306665897369385 (2.0306665897369385) | > loss_feat: 6.9695329666137695 (6.9695329666137695) | > loss_mel: 12.816831588745117 (12.816831588745117) | > loss_duration: 1.6725523471832275 (1.6725523471832275) | > loss_1: 25.997827529907227 (25.997827529907227)  --> STEP: 1 | > loss_disc: 2.359987735748291 (2.359987735748291) | > loss_disc_real_0: 0.16528135538101196 (0.16528135538101196) | > loss_disc_real_1: 0.20305202901363373 (0.20305202901363373) | > loss_disc_real_2: 0.23329630494117737 (0.23329630494117737) | > loss_disc_real_3: 0.19967353343963623 (0.19967353343963623) | > loss_disc_real_4: 0.21695178747177124 (0.21695178747177124) | > loss_disc_real_5: 0.21112169325351715 (0.21112169325351715) | > loss_0: 2.359987735748291 (2.359987735748291) | > loss_gen: 2.5146613121032715 (2.5146613121032715) | > loss_kl: 1.9678752422332764 (1.9678752422332764) | > loss_feat: 6.984960556030273 (6.984960556030273) | > loss_mel: 12.81213092803955 (12.81213092803955) | > loss_duration: 1.6864964962005615 (1.6864964962005615) | > loss_1: 25.96612548828125 (25.96612548828125)  --> STEP: 2 | > loss_disc: 2.248203754425049 (2.30409574508667) | > loss_disc_real_0: 0.1277405321598053 (0.14651094377040863) | > loss_disc_real_1: 0.22542862594127655 (0.21424032747745514) | > loss_disc_real_2: 0.2181149423122406 (0.22570562362670898) | > loss_disc_real_3: 0.20913012325763702 (0.20440182834863663) | > loss_disc_real_4: 0.23585493862628937 (0.2264033630490303) | > loss_disc_real_5: 0.21008288860321045 (0.2106022909283638) | > loss_0: 2.248203754425049 (2.30409574508667) | > loss_gen: 2.708181381225586 (2.6114213466644287) | > loss_kl: 2.2481536865234375 (2.108014464378357) | > loss_feat: 7.687074661254883 (7.336017608642578) | > loss_mel: 14.336091995239258 (13.574111461639404) | > loss_duration: 1.577775239944458 (1.6321358680725098) | > loss_1: 28.55727767944336 (27.261701583862305)  --> STEP: 3 | > loss_disc: 2.1568450927734375 (2.2550121943155923) | > loss_disc_real_0: 0.1702197939157486 (0.15441389381885529) | > loss_disc_real_1: 0.21751059591770172 (0.21533041695753732) | > loss_disc_real_2: 0.2089366912841797 (0.22011597951253256) | > loss_disc_real_3: 0.21295566856861115 (0.20725310842196146) | > loss_disc_real_4: 0.22020356357097626 (0.2243367632230123) | > loss_disc_real_5: 0.1898232251405716 (0.2036759356657664) | > loss_0: 2.1568450927734375 (2.2550121943155923) | > loss_gen: 2.9240264892578125 (2.715623060862223) | > loss_kl: 2.0256452560424805 (2.0805580615997314) | > loss_feat: 8.361371994018555 (7.677802403767903) | > loss_mel: 15.512384414672852 (14.220202445983887) | > loss_duration: 1.6623753309249878 (1.6422156890233357) | > loss_1: 30.485803604125977 (28.336402257283527)  --> STEP: 4 | > loss_disc: 2.2707407474517822 (2.25894433259964) | > loss_disc_real_0: 0.138600155711174 (0.15046045929193497) | > loss_disc_real_1: 0.20774176716804504 (0.21343325451016426) | > loss_disc_real_2: 0.21173882484436035 (0.2180216908454895) | > loss_disc_real_3: 0.19208268821239471 (0.20346050336956978) | > loss_disc_real_4: 0.21721680462360382 (0.22255677357316017) | > loss_disc_real_5: 0.21006667613983154 (0.20527362078428268) | > loss_0: 2.2707407474517822 (2.25894433259964) | > loss_gen: 2.5425915718078613 (2.672365188598633) | > loss_kl: 1.9874904155731201 (2.0572911500930786) | > loss_feat: 7.71959114074707 (7.688249588012695) | > loss_mel: 13.78531265258789 (14.111479997634888) | > loss_duration: 1.753868579864502 (1.6701289117336273) | > loss_1: 27.78885269165039 (28.199514865875244)  --> STEP: 5 | > loss_disc: 2.1167988777160645 (2.230515241622925) | > loss_disc_real_0: 0.1191488578915596 (0.1441981390118599) | > loss_disc_real_1: 0.18366731703281403 (0.2074800670146942) | > loss_disc_real_2: 0.19884055852890015 (0.21418546438217162) | > loss_disc_real_3: 0.16424822807312012 (0.19561804831027985) | > loss_disc_real_4: 0.2287498414516449 (0.2237953871488571) | > loss_disc_real_5: 0.18584461510181427 (0.201387819647789) | > loss_0: 2.1167988777160645 (2.230515241622925) | > loss_gen: 2.5871822834014893 (2.655328607559204) | > loss_kl: 2.104769229888916 (2.066786766052246) | > loss_feat: 7.018342018127441 (7.554268074035645) | > loss_mel: 10.954422950744629 (13.480068588256836) | > loss_duration: 1.5381122827529907 (1.6437255859375) | > loss_1: 24.202829360961914 (27.40017776489258) --> EVAL PERFORMANCE | > avg_loader_time: 0.15498905181884765 (+0.0010268688201904297) | > avg_loss_disc: 2.230515241622925 (+0.003581190109252841) | > avg_loss_disc_real_0: 0.1441981390118599 (+0.08486282192170622) | > avg_loss_disc_real_1: 0.2074800670146942 (+0.025643113255500782) | > avg_loss_disc_real_2: 0.21418546438217162 (+0.02084028720855713) | > avg_loss_disc_real_3: 0.19561804831027985 (-0.02707816064357757) | > avg_loss_disc_real_4: 0.2237953871488571 (+0.05088124126195906) | > avg_loss_disc_real_5: 0.201387819647789 (-0.01425113677978515) | > avg_loss_0: 2.230515241622925 (+0.003581190109252841) | > avg_loss_gen: 2.655328607559204 (+0.3478957176208497) | > avg_loss_kl: 2.066786766052246 (-0.06857070922851571) | > avg_loss_feat: 7.554268074035645 (-0.5085039138793936) | > avg_loss_mel: 13.480068588256836 (-1.0235866546630863) | > avg_loss_duration: 1.6437255859375 (+0.0038189411163329634) | > avg_loss_1: 27.40017776489258 (-1.2489467620849588)  > EPOCH: 52/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 05:48:52)   --> TIME: 2025-02-20 05:49:25 -- STEP: 39/924 -- GLOBAL_STEP: 93950 | > loss_disc: 2.18955659866333 (2.2338825128017334) | > loss_disc_real_0: 0.10580901801586151 (0.11390242773370865) | > loss_disc_real_1: 0.19162777066230774 (0.1921274001017595) | > loss_disc_real_2: 0.1811794489622116 (0.2023691603770623) | > loss_disc_real_3: 0.21393494307994843 (0.20664393519743895) | > loss_disc_real_4: 0.23081356287002563 (0.21720918172445053) | > loss_disc_real_5: 0.19909650087356567 (0.2044283889043025) | > loss_0: 2.18955659866333 (2.2338825128017334) | > grad_norm_0: tensor(79.3650, device='cuda:0') (tensor(74.1238, device='cuda:0')) | > loss_gen: 2.764462471008301 (2.8004876894828596) | > loss_kl: 2.3564040660858154 (2.2144145751610784) | > loss_feat: 8.314663887023926 (8.52804460280981) | > loss_mel: 15.11972713470459 (15.253037550510504) | > loss_duration: 1.6050517559051514 (1.620627109821026) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.160306930541992 (30.41661120683719) | > grad_norm_1: tensor(1535.8605, device='cuda:0') (tensor(1107.0752, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.8012 (0.7946661496773745) | > loader_time: 0.0138 (0.010908328569852388)  --> TIME: 2025-02-20 05:50:07 -- STEP: 89/924 -- GLOBAL_STEP: 94000 | > loss_disc: 2.3455963134765625 (2.257117892918962) | > loss_disc_real_0: 0.2021235227584839 (0.12388804521453514) | > loss_disc_real_1: 0.1559114009141922 (0.19131673470641788) | > loss_disc_real_2: 0.20580758154392242 (0.20583684524793303) | > loss_disc_real_3: 0.2448597252368927 (0.2080030074615157) | > loss_disc_real_4: 0.2162342369556427 (0.21485892440495866) | > loss_disc_real_5: 0.21273335814476013 (0.20546103327461843) | > loss_0: 2.3455963134765625 (2.257117892918962) | > grad_norm_0: tensor(87.4347, device='cuda:0') (tensor(75.4154, device='cuda:0')) | > loss_gen: 2.8365442752838135 (2.76370743151461) | > loss_kl: 2.2727835178375244 (2.1887021359432954) | > loss_feat: 8.423791885375977 (8.43624203392629) | > loss_mel: 15.799872398376465 (15.196686573242873) | > loss_duration: 1.5982214212417603 (1.6229837021131195) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.93121337890625 (30.20832158206554) | > grad_norm_1: tensor(890.2808, device='cuda:0') (tensor(1144.1498, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.7799 (0.8035468706923924) | > loader_time: 0.0098 (0.011088261443577458) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_94000.pth  --> TIME: 2025-02-20 05:50:50 -- STEP: 139/924 -- GLOBAL_STEP: 94050 | > loss_disc: 2.272843837738037 (2.2455565174706558) | > loss_disc_real_0: 0.0582767091691494 (0.1180976609692728) | > loss_disc_real_1: 0.1815623939037323 (0.191444602908848) | > loss_disc_real_2: 0.2080991119146347 (0.2038634499843172) | > loss_disc_real_3: 0.2131231278181076 (0.20741813946113313) | > loss_disc_real_4: 0.20698975026607513 (0.21463592907936452) | > loss_disc_real_5: 0.20320667326450348 (0.20624010339915325) | > loss_0: 2.272843837738037 (2.2455565174706558) | > grad_norm_0: tensor(63.0211, device='cuda:0') (tensor(71.1119, device='cuda:0')) | > loss_gen: 2.690953016281128 (2.762044534408788) | > loss_kl: 2.256532669067383 (2.1912855330131027) | > loss_feat: 8.570531845092773 (8.463044245466056) | > loss_mel: 15.454479217529297 (15.195357645158287) | > loss_duration: 1.6254979372024536 (1.6231644856844014) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.597993850708008 (30.23489624133213) | > grad_norm_1: tensor(1217.8766, device='cuda:0') (tensor(1123.6204, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.7898 (0.8007369281576692) | > loader_time: 0.0102 (0.011020742731986286)  --> TIME: 2025-02-20 05:51:31 -- STEP: 189/924 -- GLOBAL_STEP: 94100 | > loss_disc: 2.1392018795013428 (2.239010520082301) | > loss_disc_real_0: 0.09354319423437119 (0.11548673726184658) | > loss_disc_real_1: 0.19409030675888062 (0.19143725340328513) | > loss_disc_real_2: 0.2185084968805313 (0.20310399574892857) | > loss_disc_real_3: 0.21047621965408325 (0.20774780150759156) | > loss_disc_real_4: 0.19567091763019562 (0.214089973972588) | > loss_disc_real_5: 0.20844314992427826 (0.20589458019960494) | > loss_0: 2.1392018795013428 (2.239010520082301) | > grad_norm_0: tensor(36.6948, device='cuda:0') (tensor(69.2613, device='cuda:0')) | > loss_gen: 3.034088134765625 (2.7765153022039493) | > loss_kl: 2.1889989376068115 (2.1902999587790664) | > loss_feat: 8.526824951171875 (8.469715360611206) | > loss_mel: 15.3178129196167 (15.16569665878538) | > loss_duration: 1.5849814414978027 (1.6195125283387597) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.652708053588867 (30.22173966301812) | > grad_norm_1: tensor(933.4246, device='cuda:0') (tensor(1090.6268, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.8479 (0.8011266642777377) | > loader_time: 0.0116 (0.011061076764707217)  --> TIME: 2025-02-20 05:52:12 -- STEP: 239/924 -- GLOBAL_STEP: 94150 | > loss_disc: 2.2170259952545166 (2.2318960523006792) | > loss_disc_real_0: 0.1448419839143753 (0.11369261204822292) | > loss_disc_real_1: 0.19687330722808838 (0.19164740303570252) | > loss_disc_real_2: 0.20450621843338013 (0.20289102570781145) | > loss_disc_real_3: 0.1890353262424469 (0.20759584888753532) | > loss_disc_real_4: 0.21900494396686554 (0.2132568764636706) | > loss_disc_real_5: 0.23741042613983154 (0.20457540302845226) | > loss_0: 2.2170259952545166 (2.2318960523006792) | > grad_norm_0: tensor(134.7094, device='cuda:0') (tensor(68.3174, device='cuda:0')) | > loss_gen: 2.9535272121429443 (2.781459832291223) | > loss_kl: 2.1113460063934326 (2.182666657360028) | > loss_feat: 8.488896369934082 (8.49021499027268) | > loss_mel: 14.93798542022705 (15.194184059877276) | > loss_duration: 1.6177480220794678 (1.620577614676503) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.1095027923584 (30.26910297441682) | > grad_norm_1: tensor(939.7462, device='cuda:0') (tensor(1108.8938, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.8256 (0.8015865720964376) | > loader_time: 0.011 (0.01108325375672664)  --> TIME: 2025-02-20 05:52:52 -- STEP: 289/924 -- GLOBAL_STEP: 94200 | > loss_disc: 2.303408145904541 (2.2359695814060085) | > loss_disc_real_0: 0.17477190494537354 (0.11456514463138003) | > loss_disc_real_1: 0.161100372672081 (0.191648479976456) | > loss_disc_real_2: 0.2191198468208313 (0.20391947933340568) | > loss_disc_real_3: 0.17607083916664124 (0.20770003257325778) | > loss_disc_real_4: 0.21954700350761414 (0.2129946856865833) | > loss_disc_real_5: 0.20271508395671844 (0.20522120337172778) | > loss_0: 2.303408145904541 (2.2359695814060085) | > grad_norm_0: tensor(139.8041, device='cuda:0') (tensor(69.3532, device='cuda:0')) | > loss_gen: 2.6921424865722656 (2.7788780313049632) | > loss_kl: 2.374851942062378 (2.183316424231215) | > loss_feat: 8.986387252807617 (8.468472170582276) | > loss_mel: 16.108802795410156 (15.16972010193399) | > loss_duration: 1.6436902284622192 (1.620953302069931) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.805875778198242 (30.221339875851534) | > grad_norm_1: tensor(1814.7462, device='cuda:0') (tensor(1099.7810, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.8081 (0.8016828055200278) | > loader_time: 0.0113 (0.011109717576973998)  --> TIME: 2025-02-20 05:53:34 -- STEP: 339/924 -- GLOBAL_STEP: 94250 | > loss_disc: 2.3513121604919434 (2.2350713032185165) | > loss_disc_real_0: 0.15040558576583862 (0.11501168749764958) | > loss_disc_real_1: 0.17348308861255646 (0.19188230755054844) | > loss_disc_real_2: 0.26527613401412964 (0.2039230650065571) | > loss_disc_real_3: 0.20927934348583221 (0.2071318335853144) | > loss_disc_real_4: 0.2539185583591461 (0.21300677344159039) | > loss_disc_real_5: 0.20353199541568756 (0.20491237112027005) | > loss_0: 2.3513121604919434 (2.2350713032185165) | > grad_norm_0: tensor(173.9122, device='cuda:0') (tensor(70.2726, device='cuda:0')) | > loss_gen: 2.9656436443328857 (2.7826073957403854) | > loss_kl: 2.0491600036621094 (2.1889739068208542) | > loss_feat: 9.158631324768066 (8.482795836299571) | > loss_mel: 16.450286865234375 (15.197968069431) | > loss_duration: 1.624934196472168 (1.6212126470245092) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.248653411865234 (30.27355771360144) | > grad_norm_1: tensor(1933.4755, device='cuda:0') (tensor(1123.0254, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.8006 (0.8034505696423286) | > loader_time: 0.0105 (0.01113235704315097)  --> TIME: 2025-02-20 05:54:15 -- STEP: 389/924 -- GLOBAL_STEP: 94300 | > loss_disc: 2.27329683303833 (2.238364692825279) | > loss_disc_real_0: 0.08521164208650589 (0.11520270974516562) | > loss_disc_real_1: 0.1874859780073166 (0.19250091431533156) | > loss_disc_real_2: 0.2042182832956314 (0.204283101278283) | > loss_disc_real_3: 0.21235577762126923 (0.20736192599666767) | > loss_disc_real_4: 0.20999382436275482 (0.2132347558258738) | > loss_disc_real_5: 0.19853289425373077 (0.20482645741158712) | > loss_0: 2.27329683303833 (2.238364692825279) | > grad_norm_0: tensor(31.8555, device='cuda:0') (tensor(71.4619, device='cuda:0')) | > loss_gen: 2.709030866622925 (2.780376512164629) | > loss_kl: 2.2286410331726074 (2.189695770758897) | > loss_feat: 8.934195518493652 (8.488949898276045) | > loss_mel: 14.836341857910156 (15.224356619435289) | > loss_duration: 1.6012585163116455 (1.6213833283642571) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.309467315673828 (30.304761989564085) | > grad_norm_1: tensor(591.1731, device='cuda:0') (tensor(1127.8370, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.8251 (0.803760316500627) | > loader_time: 0.0109 (0.01112279303582592)  --> TIME: 2025-02-20 05:54:56 -- STEP: 439/924 -- GLOBAL_STEP: 94350 | > loss_disc: 2.1903982162475586 (2.232000816384319) | > loss_disc_real_0: 0.07527387142181396 (0.11274258993515121) | > loss_disc_real_1: 0.1910940259695053 (0.19257367220717844) | > loss_disc_real_2: 0.21821889281272888 (0.2040868301394317) | > loss_disc_real_3: 0.2191251963376999 (0.2070545944170963) | > loss_disc_real_4: 0.22310219705104828 (0.2132408444118391) | > loss_disc_real_5: 0.2514002323150635 (0.20466001056864488) | > loss_0: 2.1903982162475586 (2.232000816384319) | > grad_norm_0: tensor(18.8936, device='cuda:0') (tensor(69.9398, device='cuda:0')) | > loss_gen: 3.064561605453491 (2.7892282139467492) | > loss_kl: 2.2381582260131836 (2.1904401914948495) | > loss_feat: 9.243917465209961 (8.51956329150189) | > loss_mel: 15.410221099853516 (15.244606267889974) | > loss_duration: 1.60141921043396 (1.621455138527994) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.558277130126953 (30.365292972747177) | > grad_norm_1: tensor(323.5187, device='cuda:0') (tensor(1102.0297, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.8166 (0.8037455505553573) | > loader_time: 0.0104 (0.011121396323271393)  --> TIME: 2025-02-20 05:55:37 -- STEP: 489/924 -- GLOBAL_STEP: 94400 | > loss_disc: 2.1487889289855957 (2.230386389545138) | > loss_disc_real_0: 0.11599315702915192 (0.112551201340611) | > loss_disc_real_1: 0.2396937608718872 (0.192567339003208) | > loss_disc_real_2: 0.19745324552059174 (0.2039075113512987) | > loss_disc_real_3: 0.15626239776611328 (0.2069951786158763) | > loss_disc_real_4: 0.18713659048080444 (0.21283449299618268) | > loss_disc_real_5: 0.1893790364265442 (0.20452325530578758) | > loss_0: 2.1487889289855957 (2.230386389545138) | > grad_norm_0: tensor(27.9586, device='cuda:0') (tensor(68.8531, device='cuda:0')) | > loss_gen: 2.760662317276001 (2.7911015263851926) | > loss_kl: 2.085676431655884 (2.191297757357421) | > loss_feat: 8.846826553344727 (8.522880787254598) | > loss_mel: 16.158266067504883 (15.247952886398098) | > loss_duration: 1.6355534791946411 (1.621397324378749) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.486984252929688 (30.37463016158964) | > grad_norm_1: tensor(1228.7335, device='cuda:0') (tensor(1098.0364, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.7784 (0.8040384617319868) | > loader_time: 0.0105 (0.011136753671252175)  --> TIME: 2025-02-20 05:56:18 -- STEP: 539/924 -- GLOBAL_STEP: 94450 | > loss_disc: 2.183290958404541 (2.2310221854300156) | > loss_disc_real_0: 0.10784527659416199 (0.11305330975019202) | > loss_disc_real_1: 0.17120525240898132 (0.19254832694061613) | > loss_disc_real_2: 0.20717909932136536 (0.20393716716700008) | > loss_disc_real_3: 0.20304958522319794 (0.20708052015039163) | > loss_disc_real_4: 0.22523966431617737 (0.212741419230631) | > loss_disc_real_5: 0.185050368309021 (0.2044215228595185) | > loss_0: 2.183290958404541 (2.2310221854300156) | > grad_norm_0: tensor(50.5802, device='cuda:0') (tensor(68.2601, device='cuda:0')) | > loss_gen: 2.7868590354919434 (2.7908878636050534) | > loss_kl: 2.2992119789123535 (2.192391043027832) | > loss_feat: 8.685924530029297 (8.532184669834342) | > loss_mel: 14.135201454162598 (15.273401033900443) | > loss_duration: 1.660032033920288 (1.621770831782212) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.567230224609375 (30.410635334220135) | > grad_norm_1: tensor(1141.0575, device='cuda:0') (tensor(1097.1230, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.8427 (0.8038880165963533) | > loader_time: 0.0115 (0.011137829640800751)  --> TIME: 2025-02-20 05:56:59 -- STEP: 589/924 -- GLOBAL_STEP: 94500 | > loss_disc: 2.342475414276123 (2.2320699786897045) | > loss_disc_real_0: 0.10477028787136078 (0.1136538230439297) | > loss_disc_real_1: 0.21488721668720245 (0.19254798347253752) | > loss_disc_real_2: 0.19344396889209747 (0.20402795946658778) | > loss_disc_real_3: 0.22077763080596924 (0.2071166806846402) | > loss_disc_real_4: 0.20584283769130707 (0.21268206270623488) | > loss_disc_real_5: 0.22071920335292816 (0.2044750243577164) | > loss_0: 2.342475414276123 (2.2320699786897045) | > grad_norm_0: tensor(68.0727, device='cuda:0') (tensor(69.6144, device='cuda:0')) | > loss_gen: 2.589137077331543 (2.793224667450365) | > loss_kl: 2.164243221282959 (2.1933510376358676) | > loss_feat: 8.471972465515137 (8.53250991225445) | > loss_mel: 13.877815246582031 (15.257137698511924) | > loss_duration: 1.6152528524398804 (1.6214454210472427) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.718421936035156 (30.397668637727435) | > grad_norm_1: tensor(1086.0591, device='cuda:0') (tensor(1093.7312, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.8039 (0.8039463189745191) | > loader_time: 0.0106 (0.01113859866390002)  --> TIME: 2025-02-20 05:57:40 -- STEP: 639/924 -- GLOBAL_STEP: 94550 | > loss_disc: 2.3726885318756104 (2.2316751112587214) | > loss_disc_real_0: 0.09748859703540802 (0.11282904864710075) | > loss_disc_real_1: 0.1628558337688446 (0.19261907915554133) | > loss_disc_real_2: 0.2025230973958969 (0.20414028429835807) | > loss_disc_real_3: 0.1753726601600647 (0.20720419364635936) | > loss_disc_real_4: 0.2114717811346054 (0.2129660341101633) | > loss_disc_real_5: 0.20484185218811035 (0.2041645318456287) | > loss_0: 2.3726885318756104 (2.2316751112587214) | > grad_norm_0: tensor(150.6884, device='cuda:0') (tensor(68.8412, device='cuda:0')) | > loss_gen: 2.6127309799194336 (2.7945057192878533) | > loss_kl: 2.3048179149627686 (2.1977347338889857) | > loss_feat: 8.40262222290039 (8.542366519593669) | > loss_mel: 16.552980422973633 (15.256945224994785) | > loss_duration: 1.6398704051971436 (1.6211778134434063) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.513023376464844 (30.41272990804323) | > grad_norm_1: tensor(792.2384, device='cuda:0') (tensor(1087.1316, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.8038 (0.8039049266462968) | > loader_time: 0.0104 (0.011156895537518191)  --> TIME: 2025-02-20 05:58:21 -- STEP: 689/924 -- GLOBAL_STEP: 94600 | > loss_disc: 2.444631814956665 (2.2301461078951084) | > loss_disc_real_0: 0.08996840566396713 (0.11234726335080165) | > loss_disc_real_1: 0.22260886430740356 (0.192738433123846) | > loss_disc_real_2: 0.21962325274944305 (0.20411556388193364) | > loss_disc_real_3: 0.21143989264965057 (0.20701561264791063) | > loss_disc_real_4: 0.23328523337841034 (0.2130647991366241) | > loss_disc_real_5: 0.19310402870178223 (0.2039252696950828) | > loss_0: 2.444631814956665 (2.2301461078951084) | > grad_norm_0: tensor(51.0739, device='cuda:0') (tensor(67.4084, device='cuda:0')) | > loss_gen: 2.490736484527588 (2.7942136849651136) | > loss_kl: 2.193746566772461 (2.1980662550047256) | > loss_feat: 7.074228286743164 (8.546106494217028) | > loss_mel: 13.095139503479004 (15.263157156624539) | > loss_duration: 1.595668077468872 (1.6208429061449492) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.44951820373535 (30.42238638259157) | > grad_norm_1: tensor(1148.8680, device='cuda:0') (tensor(1082.1841, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.7992 (0.8043700146917335) | > loader_time: 0.0103 (0.011154130858156952)  --> TIME: 2025-02-20 05:59:02 -- STEP: 739/924 -- GLOBAL_STEP: 94650 | > loss_disc: 2.3418760299682617 (2.2298101673913417) | > loss_disc_real_0: 0.08278858661651611 (0.11229100719558047) | > loss_disc_real_1: 0.24669717252254486 (0.1928812539424238) | > loss_disc_real_2: 0.216615229845047 (0.20393721475007573) | > loss_disc_real_3: 0.24587824940681458 (0.2072994597709873) | > loss_disc_real_4: 0.2275000363588333 (0.21301285176461057) | > loss_disc_real_5: 0.22556449472904205 (0.20368722151758234) | > loss_0: 2.3418760299682617 (2.2298101673913417) | > grad_norm_0: tensor(27.6312, device='cuda:0') (tensor(67.7047, device='cuda:0')) | > loss_gen: 2.734605312347412 (2.7960249403332837) | > loss_kl: 2.100294351577759 (2.19783445849954) | > loss_feat: 7.8058271408081055 (8.549371142509985) | > loss_mel: 14.20879077911377 (15.26678743865719) | > loss_duration: 1.6253814697265625 (1.6208164424147755) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.474899291992188 (30.430834317239597) | > grad_norm_1: tensor(816.4703, device='cuda:0') (tensor(1073.4574, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.8088 (0.8046162154258346) | > loader_time: 0.0102 (0.01116820794803686)  --> TIME: 2025-02-20 05:59:43 -- STEP: 789/924 -- GLOBAL_STEP: 94700 | > loss_disc: 2.336703062057495 (2.229652699257787) | > loss_disc_real_0: 0.1153571605682373 (0.11243594603091289) | > loss_disc_real_1: 0.17044152319431305 (0.19276452463011626) | > loss_disc_real_2: 0.22820743918418884 (0.20385114123386125) | > loss_disc_real_3: 0.19254170358181 (0.2073856784439208) | > loss_disc_real_4: 0.21099035441875458 (0.21297790546380974) | > loss_disc_real_5: 0.2091795802116394 (0.20354348827148733) | > loss_0: 2.336703062057495 (2.229652699257787) | > grad_norm_0: tensor(83.6259, device='cuda:0') (tensor(67.7568, device='cuda:0')) | > loss_gen: 2.7079548835754395 (2.795280636036805) | > loss_kl: 2.3052258491516113 (2.199206602286322) | > loss_feat: 7.97836446762085 (8.543268658211323) | > loss_mel: 15.184399604797363 (15.253459908663093) | > loss_duration: 1.5997238159179688 (1.6213505535524608) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.77566909790039 (30.412566265981308) | > grad_norm_1: tensor(1411.7323, device='cuda:0') (tensor(1071.2274, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.8132 (0.8046668630438009) | > loader_time: 0.0106 (0.011171905713389578)  --> TIME: 2025-02-20 06:00:24 -- STEP: 839/924 -- GLOBAL_STEP: 94750 | > loss_disc: 2.381547212600708 (2.2295544887754155) | > loss_disc_real_0: 0.0761287733912468 (0.11196572639500996) | > loss_disc_real_1: 0.1640082746744156 (0.1928209901850613) | > loss_disc_real_2: 0.17985211312770844 (0.20404888890212997) | > loss_disc_real_3: 0.17073486745357513 (0.20736788467229908) | > loss_disc_real_4: 0.18184415996074677 (0.21303374145326512) | > loss_disc_real_5: 0.16946865618228912 (0.20358460875176995) | > loss_0: 2.381547212600708 (2.2295544887754155) | > grad_norm_0: tensor(28.6753, device='cuda:0') (tensor(67.9732, device='cuda:0')) | > loss_gen: 2.514681816101074 (2.7970353599384667) | > loss_kl: 2.338604211807251 (2.1988231699571825) | > loss_feat: 7.832069396972656 (8.54959634489894) | > loss_mel: 14.85765552520752 (15.263838893040145) | > loss_duration: 1.6406883001327515 (1.621180838424628) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.183698654174805 (30.430474523423822) | > grad_norm_1: tensor(857.3056, device='cuda:0') (tensor(1058.8386, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.7829 (0.8043026716689246) | > loader_time: 0.0107 (0.011163983214313562)  --> TIME: 2025-02-20 06:01:05 -- STEP: 889/924 -- GLOBAL_STEP: 94800 | > loss_disc: 2.525404214859009 (2.228501242245011) | > loss_disc_real_0: 0.08969488739967346 (0.11092041205107764) | > loss_disc_real_1: 0.20043791830539703 (0.1931329153989378) | > loss_disc_real_2: 0.2059236615896225 (0.20411204979980224) | > loss_disc_real_3: 0.17575432360172272 (0.20747220482681414) | > loss_disc_real_4: 0.22626930475234985 (0.2131210974385151) | > loss_disc_real_5: 0.2044193148612976 (0.2036587898320906) | > loss_0: 2.525404214859009 (2.228501242245011) | > grad_norm_0: tensor(56.8410, device='cuda:0') (tensor(66.7956, device='cuda:0')) | > loss_gen: 2.262420892715454 (2.799383979546341) | > loss_kl: 2.23844575881958 (2.2023967784757157) | > loss_feat: 7.809296607971191 (8.558983531926167) | > loss_mel: 15.785544395446777 (15.278484864765936) | > loss_duration: 1.611901044845581 (1.6211992432483806) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.70760726928711 (30.46044831549491) | > grad_norm_1: tensor(156.8796, device='cuda:0') (tensor(1054.7379, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.8134 (0.8038235920218434) | > loader_time: 0.0111 (0.011168641636422564)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2246928215026855 (2.2246928215026855) | > loss_disc_real_0: 0.1186874583363533 (0.1186874583363533) | > loss_disc_real_1: 0.21758611500263214 (0.21758611500263214) | > loss_disc_real_2: 0.200640007853508 (0.200640007853508) | > loss_disc_real_3: 0.25035107135772705 (0.25035107135772705) | > loss_disc_real_4: 0.23309226334095 (0.23309226334095) | > loss_disc_real_5: 0.20162534713745117 (0.20162534713745117) | > loss_0: 2.2246928215026855 (2.2246928215026855) | > loss_gen: 2.695591926574707 (2.695591926574707) | > loss_kl: 2.1541266441345215 (2.1541266441345215) | > loss_feat: 7.869880676269531 (7.869880676269531) | > loss_mel: 15.302716255187988 (15.302716255187988) | > loss_duration: 1.6825648546218872 (1.6825648546218872) | > loss_1: 29.70488166809082 (29.70488166809082)  --> STEP: 1 | > loss_disc: 2.2316009998321533 (2.2316009998321533) | > loss_disc_real_0: 0.12868155539035797 (0.12868155539035797) | > loss_disc_real_1: 0.19875888526439667 (0.19875888526439667) | > loss_disc_real_2: 0.2137485146522522 (0.2137485146522522) | > loss_disc_real_3: 0.23513762652873993 (0.23513762652873993) | > loss_disc_real_4: 0.2209327071905136 (0.2209327071905136) | > loss_disc_real_5: 0.18036216497421265 (0.18036216497421265) | > loss_0: 2.2316009998321533 (2.2316009998321533) | > loss_gen: 2.6300103664398193 (2.6300103664398193) | > loss_kl: 1.8971339464187622 (1.8971339464187622) | > loss_feat: 8.341314315795898 (8.341314315795898) | > loss_mel: 15.175058364868164 (15.175058364868164) | > loss_duration: 1.680981993675232 (1.680981993675232) | > loss_1: 29.724498748779297 (29.724498748779297)  --> STEP: 2 | > loss_disc: 2.271204710006714 (2.2514028549194336) | > loss_disc_real_0: 0.1260373741388321 (0.12735946476459503) | > loss_disc_real_1: 0.19248919188976288 (0.19562403857707977) | > loss_disc_real_2: 0.2034047693014145 (0.20857664197683334) | > loss_disc_real_3: 0.2293921560049057 (0.23226489126682281) | > loss_disc_real_4: 0.24219119548797607 (0.23156195133924484) | > loss_disc_real_5: 0.22107236087322235 (0.2007172629237175) | > loss_0: 2.271204710006714 (2.2514028549194336) | > loss_gen: 2.608315944671631 (2.619163155555725) | > loss_kl: 1.9940803050994873 (1.9456071257591248) | > loss_feat: 7.586250305175781 (7.96378231048584) | > loss_mel: 13.917027473449707 (14.546042919158936) | > loss_duration: 1.5840266942977905 (1.6325043439865112) | > loss_1: 27.689701080322266 (28.70709991455078)  --> STEP: 3 | > loss_disc: 2.1606969833374023 (2.22116756439209) | > loss_disc_real_0: 0.11131596565246582 (0.12201163172721863) | > loss_disc_real_1: 0.19169114530086517 (0.1943130741516749) | > loss_disc_real_2: 0.20953477919101715 (0.20889602104822794) | > loss_disc_real_3: 0.21987316012382507 (0.2281343142191569) | > loss_disc_real_4: 0.25112777948379517 (0.23808389405409494) | > loss_disc_real_5: 0.1968413144350052 (0.19942528009414673) | > loss_0: 2.1606969833374023 (2.22116756439209) | > loss_gen: 2.7022459506988525 (2.646857420603434) | > loss_kl: 1.9604226350784302 (1.9505456288655598) | > loss_feat: 8.455918312072754 (8.127827644348145) | > loss_mel: 15.448326110839844 (14.846803983052572) | > loss_duration: 1.643106460571289 (1.6360383828481038) | > loss_1: 30.210018157958984 (29.208072662353516)  --> STEP: 4 | > loss_disc: 2.3288166522979736 (2.248079836368561) | > loss_disc_real_0: 0.13578805327415466 (0.12545573711395264) | > loss_disc_real_1: 0.1810491681098938 (0.19099709764122963) | > loss_disc_real_2: 0.18495748937129974 (0.2029113881289959) | > loss_disc_real_3: 0.23443418741226196 (0.22970928251743317) | > loss_disc_real_4: 0.2187490314245224 (0.2332501783967018) | > loss_disc_real_5: 0.18870630860328674 (0.19674553722143173) | > loss_0: 2.3288166522979736 (2.248079836368561) | > loss_gen: 2.3277900218963623 (2.5670905709266663) | > loss_kl: 2.0013060569763184 (1.9632357358932495) | > loss_feat: 7.483622074127197 (7.966776251792908) | > loss_mel: 13.045595169067383 (14.396501779556274) | > loss_duration: 1.7421684265136719 (1.6625708937644958) | > loss_1: 26.600481033325195 (28.556174755096436)  --> STEP: 5 | > loss_disc: 2.1435067653656006 (2.2271652221679688) | > loss_disc_real_0: 0.07797127962112427 (0.11595884561538697) | > loss_disc_real_1: 0.18476203083992004 (0.1897500842809677) | > loss_disc_real_2: 0.19562377035617828 (0.20145386457443237) | > loss_disc_real_3: 0.21415819227695465 (0.22659906446933747) | > loss_disc_real_4: 0.22391708195209503 (0.23138355910778047) | > loss_disc_real_5: 0.12924331426620483 (0.18324509263038635) | > loss_0: 2.1435067653656006 (2.2271652221679688) | > loss_gen: 2.6401000022888184 (2.5816924571990967) | > loss_kl: 2.0330660343170166 (1.977201795578003) | > loss_feat: 9.740800857543945 (8.321581172943116) | > loss_mel: 16.443145751953125 (14.805830574035644) | > loss_duration: 1.5371448993682861 (1.6374856948852539) | > loss_1: 32.394256591796875 (29.323791122436525) --> EVAL PERFORMANCE | > avg_loader_time: 0.1541923999786377 (-0.0007966518402099387) | > avg_loss_disc: 2.2271652221679688 (-0.0033500194549560547) | > avg_loss_disc_real_0: 0.11595884561538697 (-0.028239293396472936) | > avg_loss_disc_real_1: 0.1897500842809677 (-0.0177299827337265) | > avg_loss_disc_real_2: 0.20145386457443237 (-0.012731599807739247) | > avg_loss_disc_real_3: 0.22659906446933747 (+0.03098101615905763) | > avg_loss_disc_real_4: 0.23138355910778047 (+0.007588171958923362) | > avg_loss_disc_real_5: 0.18324509263038635 (-0.01814272701740266) | > avg_loss_0: 2.2271652221679688 (-0.0033500194549560547) | > avg_loss_gen: 2.5816924571990967 (-0.07363615036010751) | > avg_loss_kl: 1.977201795578003 (-0.08958497047424308) | > avg_loss_feat: 8.321581172943116 (+0.7673130989074712) | > avg_loss_mel: 14.805830574035644 (+1.3257619857788079) | > avg_loss_duration: 1.6374856948852539 (-0.006239891052246094) | > avg_loss_1: 29.323791122436525 (+1.923613357543946)  > EPOCH: 53/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 06:01:41)   --> TIME: 2025-02-20 06:01:56 -- STEP: 15/924 -- GLOBAL_STEP: 94850 | > loss_disc: 2.207807779312134 (2.267313083012899) | > loss_disc_real_0: 0.06067440286278725 (0.12124631678064664) | > loss_disc_real_1: 0.22397197782993317 (0.19589226444562277) | > loss_disc_real_2: 0.20600856840610504 (0.20336762070655823) | > loss_disc_real_3: 0.21160289645195007 (0.2159529129664103) | > loss_disc_real_4: 0.20518700778484344 (0.2192471573750178) | > loss_disc_real_5: 0.23375089466571808 (0.21328174273173015) | > loss_0: 2.207807779312134 (2.267313083012899) | > grad_norm_0: tensor(38.2024, device='cuda:0') (tensor(54.6139, device='cuda:0')) | > loss_gen: 2.898970365524292 (2.737719456354777) | > loss_kl: 2.1192564964294434 (2.1395098129908243) | > loss_feat: 8.881660461425781 (8.369206841786704) | > loss_mel: 16.58169174194336 (15.214613342285157) | > loss_duration: 1.640946626663208 (1.605776834487915) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.12252426147461 (30.066826756795248) | > grad_norm_1: tensor(1001.0253, device='cuda:0') (tensor(1253.3888, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.8004 (0.8058574358622234) | > loader_time: 0.01 (0.01049976348876953)  --> TIME: 2025-02-20 06:02:37 -- STEP: 65/924 -- GLOBAL_STEP: 94900 | > loss_disc: 2.3493590354919434 (2.26263039112091) | > loss_disc_real_0: 0.12596076726913452 (0.12526394266348614) | > loss_disc_real_1: 0.20662547647953033 (0.19367500497744633) | > loss_disc_real_2: 0.18464115262031555 (0.20435935648588033) | > loss_disc_real_3: 0.22236962616443634 (0.20884168629462901) | > loss_disc_real_4: 0.27433568239212036 (0.21531297816680028) | > loss_disc_real_5: 0.229814812541008 (0.20414034770085263) | > loss_0: 2.3493590354919434 (2.26263039112091) | > grad_norm_0: tensor(44.6576, device='cuda:0') (tensor(62.6805, device='cuda:0')) | > loss_gen: 2.7304697036743164 (2.74488075696505) | > loss_kl: 2.4529647827148438 (2.185882740754346) | > loss_feat: 7.1811723709106445 (8.291462780879096) | > loss_mel: 14.513471603393555 (15.0595123731173) | > loss_duration: 1.608106017112732 (1.6208532681831946) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.48618507385254 (29.902592057448167) | > grad_norm_1: tensor(1397.7550, device='cuda:0') (tensor(1037.0103, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.8381 (0.8031101556924674) | > loader_time: 0.0122 (0.011332240471473107)  --> TIME: 2025-02-20 06:03:17 -- STEP: 115/924 -- GLOBAL_STEP: 94950 | > loss_disc: 2.158301830291748 (2.2555536052455074) | > loss_disc_real_0: 0.12440384924411774 (0.12509328311552173) | > loss_disc_real_1: 0.20359405875205994 (0.19318595217621845) | > loss_disc_real_2: 0.19265596568584442 (0.20496736868568088) | > loss_disc_real_3: 0.20362794399261475 (0.20784341679966967) | > loss_disc_real_4: 0.24684040248394012 (0.2138376129710156) | > loss_disc_real_5: 0.209142804145813 (0.20335843407589457) | > loss_0: 2.158301830291748 (2.2555536052455074) | > grad_norm_0: tensor(79.9344, device='cuda:0') (tensor(65.2989, device='cuda:0')) | > loss_gen: 2.9273459911346436 (2.761854024555371) | > loss_kl: 2.1101861000061035 (2.186725849690642) | > loss_feat: 9.44218635559082 (8.360026085895031) | > loss_mel: 16.753393173217773 (15.178991981174635) | > loss_duration: 1.6717629432678223 (1.6241102622902912) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.90487289428711 (30.1117082512897) | > grad_norm_1: tensor(1173.2322, device='cuda:0') (tensor(1041.3479, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.7558 (0.7996363266654637) | > loader_time: 0.0115 (0.011325827888820483)  --> TIME: 2025-02-20 06:03:58 -- STEP: 165/924 -- GLOBAL_STEP: 95000 | > loss_disc: 2.359694719314575 (2.2553251013611297) | > loss_disc_real_0: 0.07952490448951721 (0.1250586917228771) | > loss_disc_real_1: 0.19380532205104828 (0.19288232805150932) | > loss_disc_real_2: 0.2068747580051422 (0.2049599326018131) | > loss_disc_real_3: 0.18752339482307434 (0.20850871494322112) | > loss_disc_real_4: 0.20427648723125458 (0.21344504699562536) | > loss_disc_real_5: 0.17068378627300262 (0.20294828351699948) | > loss_0: 2.359694719314575 (2.2553251013611297) | > grad_norm_0: tensor(29.8985, device='cuda:0') (tensor(67.7507, device='cuda:0')) | > loss_gen: 2.4136452674865723 (2.7599397283611866) | > loss_kl: 2.1263725757598877 (2.188967131845877) | > loss_feat: 7.976395130157471 (8.344851889754777) | > loss_mel: 15.784873962402344 (15.162512813914907) | > loss_duration: 1.6250272989273071 (1.623777318000793) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.926313400268555 (30.080048786510122) | > grad_norm_1: tensor(1225.6309, device='cuda:0') (tensor(1059.0461, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.7887 (0.799643989042802) | > loader_time: 0.0138 (0.011271930463386308) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_95000.pth  --> TIME: 2025-02-20 06:04:41 -- STEP: 215/924 -- GLOBAL_STEP: 95050 | > loss_disc: 2.0411057472229004 (2.254789966206218) | > loss_disc_real_0: 0.054387375712394714 (0.12370881618455402) | > loss_disc_real_1: 0.20331479609012604 (0.19281680459199954) | > loss_disc_real_2: 0.22903482615947723 (0.20502451900825944) | > loss_disc_real_3: 0.171500563621521 (0.2092213406812313) | > loss_disc_real_4: 0.1870945692062378 (0.2140254959810612) | > loss_disc_real_5: 0.12985746562480927 (0.20344468667063606) | > loss_0: 2.0411057472229004 (2.254789966206218) | > grad_norm_0: tensor(23.7740, device='cuda:0') (tensor(67.0194, device='cuda:0')) | > loss_gen: 2.85652756690979 (2.7533897277920745) | > loss_kl: 2.231558322906494 (2.191819295772286) | > loss_feat: 8.886577606201172 (8.350825538191675) | > loss_mel: 15.928181648254395 (15.131759226599405) | > loss_duration: 1.6153385639190674 (1.622935602276824) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.518184661865234 (30.050729263660518) | > grad_norm_1: tensor(757.1930, device='cuda:0') (tensor(1080.5981, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.7973 (0.8004959361497743) | > loader_time: 0.0113 (0.011249882675880613)  --> TIME: 2025-02-20 06:05:23 -- STEP: 265/924 -- GLOBAL_STEP: 95100 | > loss_disc: 2.2044193744659424 (2.2556864293116434) | > loss_disc_real_0: 0.15408958494663239 (0.12095555376331764) | > loss_disc_real_1: 0.19125686585903168 (0.19310118083683953) | > loss_disc_real_2: 0.18949377536773682 (0.20584995397981606) | > loss_disc_real_3: 0.19262386858463287 (0.20955781582391486) | > loss_disc_real_4: 0.23966772854328156 (0.21424885560881415) | > loss_disc_real_5: 0.20295917987823486 (0.20389337736480645) | > loss_0: 2.2044193744659424 (2.2556864293116434) | > grad_norm_0: tensor(72.1681, device='cuda:0') (tensor(67.0499, device='cuda:0')) | > loss_gen: 2.710799217224121 (2.7644620697453335) | > loss_kl: 2.0804970264434814 (2.18323060341601) | > loss_feat: 7.567191123962402 (8.381684889883351) | > loss_mel: 14.779789924621582 (15.148820790704692) | > loss_duration: 1.6368253231048584 (1.6239036506077027) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.775104522705078 (30.102101905390903) | > grad_norm_1: tensor(1158.6326, device='cuda:0') (tensor(1042.6400, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.7911 (0.802968464257582) | > loader_time: 0.0106 (0.011303436531210848)  --> TIME: 2025-02-20 06:06:04 -- STEP: 315/924 -- GLOBAL_STEP: 95150 | > loss_disc: 2.3610610961914062 (2.249635447017728) | > loss_disc_real_0: 0.11082851886749268 (0.11782329510601743) | > loss_disc_real_1: 0.21013011038303375 (0.1933439645029249) | > loss_disc_real_2: 0.20115907490253448 (0.2057823675492453) | > loss_disc_real_3: 0.2314155101776123 (0.20936697948546631) | > loss_disc_real_4: 0.22846797108650208 (0.21407388453445741) | > loss_disc_real_5: 0.2266683578491211 (0.2029589762763372) | > loss_0: 2.3610610961914062 (2.249635447017728) | > grad_norm_0: tensor(47.7689, device='cuda:0') (tensor(66.7536, device='cuda:0')) | > loss_gen: 2.7139790058135986 (2.772974071048555) | > loss_kl: 2.0945093631744385 (2.179543064889453) | > loss_feat: 7.344687461853027 (8.40644645842294) | > loss_mel: 13.163165092468262 (15.15112507835267) | > loss_duration: 1.65171217918396 (1.6235552799134019) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.968053817749023 (30.133643886021204) | > grad_norm_1: tensor(968.8388, device='cuda:0') (tensor(1017.9007, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.8151 (0.803650855261182) | > loader_time: 0.0108 (0.011330733223566933)  --> TIME: 2025-02-20 06:06:45 -- STEP: 365/924 -- GLOBAL_STEP: 95200 | > loss_disc: 2.1306514739990234 (2.246234941809141) | > loss_disc_real_0: 0.04411451891064644 (0.11811593145336192) | > loss_disc_real_1: 0.18588000535964966 (0.1931018578679594) | > loss_disc_real_2: 0.18797624111175537 (0.2055876171752198) | > loss_disc_real_3: 0.22667735815048218 (0.20882911498415957) | > loss_disc_real_4: 0.2434355914592743 (0.21396421418614586) | > loss_disc_real_5: 0.18467196822166443 (0.20284432809646818) | > loss_0: 2.1306514739990234 (2.246234941809141) | > grad_norm_0: tensor(60.5310, device='cuda:0') (tensor(66.4002, device='cuda:0')) | > loss_gen: 2.839097499847412 (2.7677250398348447) | > loss_kl: 2.0283427238464355 (2.171801093833088) | > loss_feat: 9.136527061462402 (8.389508187280933) | > loss_mel: 15.850022315979004 (15.13683095958135) | > loss_duration: 1.6022899150848389 (1.6234586180072934) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.456279754638672 (30.089323827665147) | > grad_norm_1: tensor(1222.0710, device='cuda:0') (tensor(1065.9861, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.8183 (0.8053960649934534) | > loader_time: 0.0108 (0.011410818361256226)  --> TIME: 2025-02-20 06:07:27 -- STEP: 415/924 -- GLOBAL_STEP: 95250 | > loss_disc: 2.2912535667419434 (2.2458528360688503) | > loss_disc_real_0: 0.10346339643001556 (0.11803256150739022) | > loss_disc_real_1: 0.21066714823246002 (0.1929712343287755) | > loss_disc_real_2: 0.21035714447498322 (0.20545364546488568) | > loss_disc_real_3: 0.18430836498737335 (0.2085785025214574) | > loss_disc_real_4: 0.22026978433132172 (0.2137491589569184) | > loss_disc_real_5: 0.17978042364120483 (0.2030782925436296) | > loss_0: 2.2912535667419434 (2.2458528360688503) | > grad_norm_0: tensor(42.2829, device='cuda:0') (tensor(65.9766, device='cuda:0')) | > loss_gen: 2.461909770965576 (2.76915366276201) | > loss_kl: 2.0948972702026367 (2.171843890396945) | > loss_feat: 7.5255279541015625 (8.398480554373855) | > loss_mel: 14.693744659423828 (15.157852260175957) | > loss_duration: 1.6172055006027222 (1.6233629660434028) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.393285751342773 (30.120693248151298) | > grad_norm_1: tensor(501.1591, device='cuda:0') (tensor(1045.0520, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.8171 (0.8055146418422101) | > loader_time: 0.011 (0.011428219439035443)  --> TIME: 2025-02-20 06:08:08 -- STEP: 465/924 -- GLOBAL_STEP: 95300 | > loss_disc: 2.3168063163757324 (2.2421169821933984) | > loss_disc_real_0: 0.08197122812271118 (0.11655581597919748) | > loss_disc_real_1: 0.22417770326137543 (0.19289970311426344) | > loss_disc_real_2: 0.21514075994491577 (0.20540629359342719) | > loss_disc_real_3: 0.2366766631603241 (0.20862951022322457) | > loss_disc_real_4: 0.24443243443965912 (0.2136166148929186) | > loss_disc_real_5: 0.18375524878501892 (0.20298833391999688) | > loss_0: 2.3168063163757324 (2.2421169821933984) | > grad_norm_0: tensor(30.9419, device='cuda:0') (tensor(65.3675, device='cuda:0')) | > loss_gen: 2.5890936851501465 (2.774415203320083) | > loss_kl: 2.257394552230835 (2.1754100827760583) | > loss_feat: 7.174962043762207 (8.418071732469778) | > loss_mel: 13.638516426086426 (15.162029873427525) | > loss_duration: 1.6455730199813843 (1.623112179899728) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.305540084838867 (30.15303902574765) | > grad_norm_1: tensor(760.8907, device='cuda:0') (tensor(1035.3776, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.8021 (0.8061476810004121) | > loader_time: 0.0117 (0.011416113248435404)  --> TIME: 2025-02-20 06:08:49 -- STEP: 515/924 -- GLOBAL_STEP: 95350 | > loss_disc: 2.3347268104553223 (2.2399143596297284) | > loss_disc_real_0: 0.08597485721111298 (0.11608243663840503) | > loss_disc_real_1: 0.2053430825471878 (0.19288116126384547) | > loss_disc_real_2: 0.26369696855545044 (0.2053004160957429) | > loss_disc_real_3: 0.22294099628925323 (0.20864614413201227) | > loss_disc_real_4: 0.2502223253250122 (0.2133025100219597) | > loss_disc_real_5: 0.23907886445522308 (0.20294469522619712) | > loss_0: 2.3347268104553223 (2.2399143596297284) | > grad_norm_0: tensor(91.7063, device='cuda:0') (tensor(64.5504, device='cuda:0')) | > loss_gen: 2.9536209106445312 (2.7773494276028234) | > loss_kl: 2.2028584480285645 (2.174136477535209) | > loss_feat: 8.624252319335938 (8.438450161461692) | > loss_mel: 15.500405311584473 (15.182693927727856) | > loss_duration: 1.6243475675582886 (1.6229830667810528) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.90548324584961 (30.19561300925838) | > grad_norm_1: tensor(1144.8116, device='cuda:0') (tensor(1035.2150, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.8238 (0.8065034370977902) | > loader_time: 0.0107 (0.011443408021649113)  --> TIME: 2025-02-20 06:09:31 -- STEP: 565/924 -- GLOBAL_STEP: 95400 | > loss_disc: 2.302252769470215 (2.240055160606853) | > loss_disc_real_0: 0.09612992405891418 (0.11534020630065848) | > loss_disc_real_1: 0.19088853895664215 (0.19311138892595747) | > loss_disc_real_2: 0.21943196654319763 (0.2054371475382189) | > loss_disc_real_3: 0.25609105825424194 (0.20877981370529242) | > loss_disc_real_4: 0.203929603099823 (0.21330286340903398) | > loss_disc_real_5: 0.186342254281044 (0.20307715870110338) | > loss_0: 2.302252769470215 (2.240055160606853) | > grad_norm_0: tensor(74.4341, device='cuda:0') (tensor(64.8532, device='cuda:0')) | > loss_gen: 2.583192825317383 (2.7801952357840745) | > loss_kl: 2.166534900665283 (2.1718769733884677) | > loss_feat: 8.296467781066895 (8.44987023530808) | > loss_mel: 14.536147117614746 (15.208388608746825) | > loss_duration: 1.608577013015747 (1.622724843447187) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.190919876098633 (30.233055857430518) | > grad_norm_1: tensor(1031.3724, device='cuda:0') (tensor(1021.0557, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.7956 (0.8074882882886228) | > loader_time: 0.0108 (0.011443878697083064)  --> TIME: 2025-02-20 06:10:12 -- STEP: 615/924 -- GLOBAL_STEP: 95450 | > loss_disc: 2.2873971462249756 (2.2357020459523977) | > loss_disc_real_0: 0.11019998043775558 (0.11479793210642611) | > loss_disc_real_1: 0.18309606611728668 (0.1928257241481688) | > loss_disc_real_2: 0.21466654539108276 (0.20518189792225994) | > loss_disc_real_3: 0.2515224814414978 (0.2082848361837186) | > loss_disc_real_4: 0.2717699110507965 (0.21299134001014683) | > loss_disc_real_5: 0.2086959332227707 (0.20262538909427524) | > loss_0: 2.2873971462249756 (2.2357020459523977) | > grad_norm_0: tensor(89.6473, device='cuda:0') (tensor(65.0488, device='cuda:0')) | > loss_gen: 2.916172504425049 (2.785098873696677) | > loss_kl: 2.348889112472534 (2.1673658745075626) | > loss_feat: 8.215198516845703 (8.472651284690793) | > loss_mel: 15.691949844360352 (15.231062375820748) | > loss_duration: 1.6289418935775757 (1.6219888057165994) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.8011531829834 (30.278167188070654) | > grad_norm_1: tensor(1261.0994, device='cuda:0') (tensor(1029.4773, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.7807 (0.8073362982370017) | > loader_time: 0.0099 (0.011408272022154279)  --> TIME: 2025-02-20 06:10:53 -- STEP: 665/924 -- GLOBAL_STEP: 95500 | > loss_disc: 1.981350064277649 (2.2318221972400942) | > loss_disc_real_0: 0.032312311232089996 (0.11388161003421574) | > loss_disc_real_1: 0.16791225969791412 (0.1926185898090664) | > loss_disc_real_2: 0.1901634782552719 (0.20462437160033023) | > loss_disc_real_3: 0.21245841681957245 (0.20822982481099614) | > loss_disc_real_4: 0.18825946748256683 (0.2129312348096891) | > loss_disc_real_5: 0.16193462908267975 (0.20258286059799055) | > loss_0: 1.981350064277649 (2.2318221972400942) | > grad_norm_0: tensor(12.1134, device='cuda:0') (tensor(64.0442, device='cuda:0')) | > loss_gen: 3.121095657348633 (2.788754171715643) | > loss_kl: 2.2475645542144775 (2.1638529087367826) | > loss_feat: 10.338086128234863 (8.490757519858223) | > loss_mel: 16.68511390686035 (15.238652919109603) | > loss_duration: 1.5999724864959717 (1.6214545615633627) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.9918327331543 (30.303472080087303) | > grad_norm_1: tensor(476.6402, device='cuda:0') (tensor(1033.9390, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.8186 (0.8074838247514305) | > loader_time: 0.0138 (0.011445098174245735)  --> TIME: 2025-02-20 06:11:35 -- STEP: 715/924 -- GLOBAL_STEP: 95550 | > loss_disc: 2.1893396377563477 (2.230580327727573) | > loss_disc_real_0: 0.0647498220205307 (0.11255921123588421) | > loss_disc_real_1: 0.1895381510257721 (0.1927607467958144) | > loss_disc_real_2: 0.22351182997226715 (0.20493711366520054) | > loss_disc_real_3: 0.22172676026821136 (0.2081872621616284) | > loss_disc_real_4: 0.22286361455917358 (0.213011029612768) | > loss_disc_real_5: 0.20479312539100647 (0.20246508061052207) | > loss_0: 2.1893396377563477 (2.230580327727573) | > grad_norm_0: tensor(53.5986, device='cuda:0') (tensor(63.6351, device='cuda:0')) | > loss_gen: 2.732041120529175 (2.790692962633147) | > loss_kl: 2.0406641960144043 (2.1642082441103216) | > loss_feat: 8.472634315490723 (8.501626879018506) | > loss_mel: 15.920733451843262 (15.235998388437125) | > loss_duration: 1.6290160417556763 (1.6213164774687974) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.795089721679688 (30.31384294416521) | > grad_norm_1: tensor(1212.0275, device='cuda:0') (tensor(1021.4039, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.8242 (0.8076980714197756) | > loader_time: 0.0134 (0.011451080629041986)  --> TIME: 2025-02-20 06:12:16 -- STEP: 765/924 -- GLOBAL_STEP: 95600 | > loss_disc: 2.162290573120117 (2.2317313077403007) | > loss_disc_real_0: 0.13743798434734344 (0.1135039223735434) | > loss_disc_real_1: 0.19720707833766937 (0.19278618368058426) | > loss_disc_real_2: 0.21583709120750427 (0.20497094977135744) | > loss_disc_real_3: 0.19699421525001526 (0.20806234702954887) | > loss_disc_real_4: 0.20426981151103973 (0.21304341979276126) | > loss_disc_real_5: 0.18490783870220184 (0.20243144413225014) | > loss_0: 2.162290573120117 (2.2317313077403007) | > grad_norm_0: tensor(61.2959, device='cuda:0') (tensor(64.6307, device='cuda:0')) | > loss_gen: 2.8207714557647705 (2.789934275508707) | > loss_kl: 2.110102653503418 (2.1637086840236894) | > loss_feat: 8.232325553894043 (8.494442068985089) | > loss_mel: 15.609253883361816 (15.228505508572448) | > loss_duration: 1.6648238897323608 (1.6212469758551105) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.437278747558594 (30.297837502971973) | > grad_norm_1: tensor(766.9078, device='cuda:0') (tensor(1022.0759, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.8165 (0.808103102017072) | > loader_time: 0.0111 (0.011445837083205686)  --> TIME: 2025-02-20 06:12:57 -- STEP: 815/924 -- GLOBAL_STEP: 95650 | > loss_disc: 2.1417911052703857 (2.232397405208982) | > loss_disc_real_0: 0.1249779462814331 (0.11352352638688923) | > loss_disc_real_1: 0.24226760864257812 (0.19278365768537933) | > loss_disc_real_2: 0.2190179079771042 (0.20487364430003363) | > loss_disc_real_3: 0.1867131143808365 (0.2079233716784811) | > loss_disc_real_4: 0.21985077857971191 (0.21313068042137875) | > loss_disc_real_5: 0.2318442165851593 (0.20247540543415798) | > loss_0: 2.1417911052703857 (2.232397405208982) | > grad_norm_0: tensor(48.9139, device='cuda:0') (tensor(64.1633, device='cuda:0')) | > loss_gen: 2.9300875663757324 (2.7889638608218714) | > loss_kl: 2.193471908569336 (2.1632988043358) | > loss_feat: 7.693633079528809 (8.48994125003463) | > loss_mel: 14.642600059509277 (15.227410301255302) | > loss_duration: 1.638786792755127 (1.6211561164972972) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.09857940673828 (30.29077031656277) | > grad_norm_1: tensor(556.1151, device='cuda:0') (tensor(1016.9738, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.8226 (0.8080072098714439) | > loader_time: 0.0113 (0.011436802916731577)  --> TIME: 2025-02-20 06:13:38 -- STEP: 865/924 -- GLOBAL_STEP: 95700 | > loss_disc: 2.205537796020508 (2.2292036975739307) | > loss_disc_real_0: 0.09299766272306442 (0.11223340908528409) | > loss_disc_real_1: 0.18661023676395416 (0.19262149209921073) | > loss_disc_real_2: 0.19893717765808105 (0.20464354312488792) | > loss_disc_real_3: 0.2084648758172989 (0.20779678935260446) | > loss_disc_real_4: 0.23736736178398132 (0.2131280777943617) | > loss_disc_real_5: 0.21398122608661652 (0.20233243869219217) | > loss_0: 2.205537796020508 (2.2292036975739307) | > grad_norm_0: tensor(33.3346, device='cuda:0') (tensor(64.2794, device='cuda:0')) | > loss_gen: 2.917099952697754 (2.7942479398209246) | > loss_kl: 2.110653877258301 (2.1647259624018154) | > loss_feat: 8.605807304382324 (8.509809390933519) | > loss_mel: 15.41756534576416 (15.246841462636958) | > loss_duration: 1.6157646179199219 (1.621149795730679) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.666889190673828 (30.336774537191225) | > grad_norm_1: tensor(487.2434, device='cuda:0') (tensor(1008.4493, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.8284 (0.8079105881597263) | > loader_time: 0.0116 (0.011399788663566463)  --> TIME: 2025-02-20 06:14:19 -- STEP: 915/924 -- GLOBAL_STEP: 95750 | > loss_disc: 2.201199531555176 (2.225828817893897) | > loss_disc_real_0: 0.1398850381374359 (0.1113568665612428) | > loss_disc_real_1: 0.17929106950759888 (0.19242626203865304) | > loss_disc_real_2: 0.18799330294132233 (0.20446298700538484) | > loss_disc_real_3: 0.19638057053089142 (0.20769953006277975) | > loss_disc_real_4: 0.1944291889667511 (0.21304649674827286) | > loss_disc_real_5: 0.19703727960586548 (0.20210267997504586) | > loss_0: 2.201199531555176 (2.225828817893897) | > grad_norm_0: tensor(136.1901, device='cuda:0') (tensor(64.2683, device='cuda:0')) | > loss_gen: 2.8247201442718506 (2.797484720469825) | > loss_kl: 2.1633498668670654 (2.163220444663626) | > loss_feat: 8.480611801147461 (8.528339317196698) | > loss_mel: 14.7030668258667 (15.26972331479599) | > loss_duration: 1.5626740455627441 (1.62072195238103) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.73442268371582 (30.37948973191892) | > grad_norm_1: tensor(974.1521, device='cuda:0') (tensor(1008.8765, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.7633 (0.8077576639873731) | > loader_time: 0.0091 (0.01138061982034986)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5180280208587646 (2.5180280208587646) | > loss_disc_real_0: 0.14213740825653076 (0.14213740825653076) | > loss_disc_real_1: 0.17446713149547577 (0.17446713149547577) | > loss_disc_real_2: 0.1703750640153885 (0.1703750640153885) | > loss_disc_real_3: 0.22632314264774323 (0.22632314264774323) | > loss_disc_real_4: 0.21864837408065796 (0.21864837408065796) | > loss_disc_real_5: 0.2229682356119156 (0.2229682356119156) | > loss_0: 2.5180280208587646 (2.5180280208587646) | > loss_gen: 2.0838189125061035 (2.0838189125061035) | > loss_kl: 1.9472168684005737 (1.9472168684005737) | > loss_feat: 7.182257652282715 (7.182257652282715) | > loss_mel: 13.636181831359863 (13.636181831359863) | > loss_duration: 1.6595028638839722 (1.6595028638839722) | > loss_1: 26.508975982666016 (26.508975982666016)  --> STEP: 1 | > loss_disc: 2.451397180557251 (2.451397180557251) | > loss_disc_real_0: 0.1209515929222107 (0.1209515929222107) | > loss_disc_real_1: 0.17604847252368927 (0.17604847252368927) | > loss_disc_real_2: 0.18669669330120087 (0.18669669330120087) | > loss_disc_real_3: 0.19529572129249573 (0.19529572129249573) | > loss_disc_real_4: 0.22178290784358978 (0.22178290784358978) | > loss_disc_real_5: 0.22926874458789825 (0.22926874458789825) | > loss_0: 2.451397180557251 (2.451397180557251) | > loss_gen: 2.1922621726989746 (2.1922621726989746) | > loss_kl: 1.9031627178192139 (1.9031627178192139) | > loss_feat: 8.287178993225098 (8.287178993225098) | > loss_mel: 16.557167053222656 (16.557167053222656) | > loss_duration: 1.6721235513687134 (1.6721235513687134) | > loss_1: 30.611894607543945 (30.611894607543945)  --> STEP: 2 | > loss_disc: 2.511545419692993 (2.481471300125122) | > loss_disc_real_0: 0.14184872806072235 (0.13140016049146652) | > loss_disc_real_1: 0.19230389595031738 (0.18417618423700333) | > loss_disc_real_2: 0.20869891345500946 (0.19769780337810516) | > loss_disc_real_3: 0.22786980867385864 (0.21158276498317719) | > loss_disc_real_4: 0.22657407820224762 (0.2241784930229187) | > loss_disc_real_5: 0.20936855673789978 (0.21931865066289902) | > loss_0: 2.511545419692993 (2.481471300125122) | > loss_gen: 2.2050092220306396 (2.198635697364807) | > loss_kl: 2.084519863128662 (1.993841290473938) | > loss_feat: 7.19618034362793 (7.741679668426514) | > loss_mel: 14.019803047180176 (15.288485050201416) | > loss_duration: 1.570051908493042 (1.6210877299308777) | > loss_1: 27.075563430786133 (28.84372901916504)  --> STEP: 3 | > loss_disc: 2.390413761138916 (2.45111878712972) | > loss_disc_real_0: 0.11112453788518906 (0.12464161962270737) | > loss_disc_real_1: 0.16996732354164124 (0.1794398973385493) | > loss_disc_real_2: 0.17612005770206451 (0.1905052214860916) | > loss_disc_real_3: 0.20187664031982422 (0.20834739009539285) | > loss_disc_real_4: 0.23179104924201965 (0.22671601176261902) | > loss_disc_real_5: 0.23103712499141693 (0.223224808772405) | > loss_0: 2.390413761138916 (2.45111878712972) | > loss_gen: 2.219727039337158 (2.2056661446889243) | > loss_kl: 1.8578296899795532 (1.948504090309143) | > loss_feat: 7.5962724685668945 (7.693210601806641) | > loss_mel: 14.856525421142578 (15.144498507181803) | > loss_duration: 1.655108094215393 (1.6324278513590496) | > loss_1: 28.185461044311523 (28.624306360880535)  --> STEP: 4 | > loss_disc: 2.552929639816284 (2.476571500301361) | > loss_disc_real_0: 0.14293131232261658 (0.12921404279768467) | > loss_disc_real_1: 0.19392898678779602 (0.18306216970086098) | > loss_disc_real_2: 0.18593719601631165 (0.18936321511864662) | > loss_disc_real_3: 0.23325718939304352 (0.21457483991980553) | > loss_disc_real_4: 0.23273174464702606 (0.22821994498372078) | > loss_disc_real_5: 0.23677079379558563 (0.22661130502820015) | > loss_0: 2.552929639816284 (2.476571500301361) | > loss_gen: 2.099443197250366 (2.1791104078292847) | > loss_kl: 1.8647927045822144 (1.9275762438774109) | > loss_feat: 6.457307815551758 (7.38423490524292) | > loss_mel: 12.505216598510742 (14.484678030014038) | > loss_duration: 1.7595713138580322 (1.6642137169837952) | > loss_1: 24.686330795288086 (27.639812469482422)  --> STEP: 5 | > loss_disc: 2.2589824199676514 (2.4330536842346193) | > loss_disc_real_0: 0.059711046516895294 (0.1153134435415268) | > loss_disc_real_1: 0.12021584808826447 (0.17049290537834166) | > loss_disc_real_2: 0.16523616015911102 (0.1845378041267395) | > loss_disc_real_3: 0.2822285592556 (0.2281055837869644) | > loss_disc_real_4: 0.1692032366991043 (0.2164166033267975) | > loss_disc_real_5: 0.25388243794441223 (0.23206553161144255) | > loss_0: 2.2589824199676514 (2.4330536842346193) | > loss_gen: 2.3673810958862305 (2.216764545440674) | > loss_kl: 2.4328956604003906 (2.028640127182007) | > loss_feat: 9.566036224365234 (7.820595169067383) | > loss_mel: 17.40561294555664 (15.068865013122558) | > loss_duration: 1.5362391471862793 (1.638618803024292) | > loss_1: 33.30816650390625 (28.773483276367188) --> EVAL PERFORMANCE | > avg_loader_time: 0.14993538856506347 (-0.004257011413574235) | > avg_loss_disc: 2.4330536842346193 (+0.20588846206665057) | > avg_loss_disc_real_0: 0.1153134435415268 (-0.0006454020738601712) | > avg_loss_disc_real_1: 0.17049290537834166 (-0.019257178902626043) | > avg_loss_disc_real_2: 0.1845378041267395 (-0.016916060447692866) | > avg_loss_disc_real_3: 0.2281055837869644 (+0.0015065193176269365) | > avg_loss_disc_real_4: 0.2164166033267975 (-0.014966955780982977) | > avg_loss_disc_real_5: 0.23206553161144255 (+0.0488204389810562) | > avg_loss_0: 2.4330536842346193 (+0.20588846206665057) | > avg_loss_gen: 2.216764545440674 (-0.36492791175842276) | > avg_loss_kl: 2.028640127182007 (+0.051438331604003906) | > avg_loss_feat: 7.820595169067383 (-0.5009860038757328) | > avg_loss_mel: 15.068865013122558 (+0.2630344390869137) | > avg_loss_duration: 1.638618803024292 (+0.0011331081390382192) | > avg_loss_1: 28.773483276367188 (-0.5503078460693374)  > EPOCH: 54/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 06:14:35)   --> TIME: 2025-02-20 06:15:10 -- STEP: 41/924 -- GLOBAL_STEP: 95800 | > loss_disc: 2.369288921356201 (2.241977162477447) | > loss_disc_real_0: 0.16415312886238098 (0.1280151186738072) | > loss_disc_real_1: 0.18601319193840027 (0.19000593227584187) | > loss_disc_real_2: 0.211373969912529 (0.2047239331210532) | > loss_disc_real_3: 0.1962290108203888 (0.20524195490813837) | > loss_disc_real_4: 0.22710515558719635 (0.21338657198882685) | > loss_disc_real_5: 0.2264614999294281 (0.1999708933801186) | > loss_0: 2.369288921356201 (2.241977162477447) | > grad_norm_0: tensor(81.8104, device='cuda:0') (tensor(73.6149, device='cuda:0')) | > loss_gen: 2.5812225341796875 (2.806907206046872) | > loss_kl: 2.1313529014587402 (2.2315974642590777) | > loss_feat: 7.395485877990723 (8.515564185817064) | > loss_mel: 13.668355941772461 (15.203840441820098) | > loss_duration: 1.6212389469146729 (1.6199698826161826) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.397655487060547 (30.37787921254228) | > grad_norm_1: tensor(1183.3301, device='cuda:0') (tensor(1037.1488, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.8147 (0.8031974478465754) | > loader_time: 0.0114 (0.011065151633285895)  --> TIME: 2025-02-20 06:15:51 -- STEP: 91/924 -- GLOBAL_STEP: 95850 | > loss_disc: 2.341334819793701 (2.2365468688063572) | > loss_disc_real_0: 0.07146477699279785 (0.12000364785665994) | > loss_disc_real_1: 0.2278520166873932 (0.19042552483605815) | > loss_disc_real_2: 0.2106780856847763 (0.2049601898416058) | > loss_disc_real_3: 0.19520533084869385 (0.20676357045278446) | > loss_disc_real_4: 0.21995016932487488 (0.2140265051480178) | > loss_disc_real_5: 0.1912510246038437 (0.20227452506730847) | > loss_0: 2.341334819793701 (2.2365468688063572) | > grad_norm_0: tensor(58.5328, device='cuda:0') (tensor(71.7844, device='cuda:0')) | > loss_gen: 2.681818962097168 (2.800609549323282) | > loss_kl: 2.1108710765838623 (2.2033988184981292) | > loss_feat: 8.198810577392578 (8.540629549340883) | > loss_mel: 15.292806625366211 (15.278118164984734) | > loss_duration: 1.6128897666931152 (1.620503850035615) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.897199630737305 (30.443259899432842) | > grad_norm_1: tensor(1332.9243, device='cuda:0') (tensor(1046.3827, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.8015 (0.8044675785106618) | > loader_time: 0.01 (0.011354973027994344)  --> TIME: 2025-02-20 06:16:32 -- STEP: 141/924 -- GLOBAL_STEP: 95900 | > loss_disc: 2.1043667793273926 (2.227188929598383) | > loss_disc_real_0: 0.0809604600071907 (0.11625262267940434) | > loss_disc_real_1: 0.1954352706670761 (0.19108042089228935) | > loss_disc_real_2: 0.20944471657276154 (0.2043110007512654) | > loss_disc_real_3: 0.21167565882205963 (0.20640980214514631) | > loss_disc_real_4: 0.21082793176174164 (0.21331157392643868) | > loss_disc_real_5: 0.1737726628780365 (0.20093069399924987) | > loss_0: 2.1043667793273926 (2.227188929598383) | > grad_norm_0: tensor(66.2533, device='cuda:0') (tensor(68.0817, device='cuda:0')) | > loss_gen: 3.0532445907592773 (2.7972828733160147) | > loss_kl: 2.161104679107666 (2.185936972604576) | > loss_feat: 9.699292182922363 (8.55187849288291) | > loss_mel: 17.425737380981445 (15.276567195324187) | > loss_duration: 1.6119210720062256 (1.6202444472211472) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.951297760009766 (30.431909994030676) | > grad_norm_1: tensor(965.7398, device='cuda:0') (tensor(1044.0151, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.801 (0.8023982994945337) | > loader_time: 0.0107 (0.011150483543991195)  --> TIME: 2025-02-20 06:17:13 -- STEP: 191/924 -- GLOBAL_STEP: 95950 | > loss_disc: 2.25765323638916 (2.229090205661914) | > loss_disc_real_0: 0.06796301156282425 (0.11517479748548014) | > loss_disc_real_1: 0.18182587623596191 (0.19149594227368918) | > loss_disc_real_2: 0.2047424465417862 (0.20535237626879627) | > loss_disc_real_3: 0.19169698655605316 (0.20634169837567196) | > loss_disc_real_4: 0.23136337101459503 (0.21344773393338887) | > loss_disc_real_5: 0.2092529684305191 (0.20142175280610927) | > loss_0: 2.25765323638916 (2.229090205661914) | > grad_norm_0: tensor(72.5201, device='cuda:0') (tensor(68.4378, device='cuda:0')) | > loss_gen: 2.769829750061035 (2.8008610540659653) | > loss_kl: 2.181304931640625 (2.1810779839910133) | > loss_feat: 8.364435195922852 (8.532691241558938) | > loss_mel: 15.260382652282715 (15.261882307641793) | > loss_duration: 1.5898233652114868 (1.6176208894290225) | > amp_scaler: 128.0 (128.67015706806282) | > loss_1: 30.165773391723633 (30.39413343299746) | > grad_norm_1: tensor(646.4330, device='cuda:0') (tensor(1017.1887, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.8169 (0.8015522220371907) | > loader_time: 0.0116 (0.011130853473203967)  --> TIME: 2025-02-20 06:17:55 -- STEP: 241/924 -- GLOBAL_STEP: 96000 | > loss_disc: 2.1273059844970703 (2.2267219965883314) | > loss_disc_real_0: 0.10106919705867767 (0.11260707790797182) | > loss_disc_real_1: 0.19794942438602448 (0.19212595265188653) | > loss_disc_real_2: 0.20754584670066833 (0.2053318393428296) | > loss_disc_real_3: 0.21775971353054047 (0.20647850162755405) | > loss_disc_real_4: 0.21863055229187012 (0.21298506905429096) | > loss_disc_real_5: 0.20698826014995575 (0.20168188999549977) | > loss_0: 2.1273059844970703 (2.2267219965883314) | > grad_norm_0: tensor(37.1297, device='cuda:0') (tensor(68.6588, device='cuda:0')) | > loss_gen: 2.98313045501709 (2.810417376118578) | > loss_kl: 2.0728886127471924 (2.190916419029236) | > loss_feat: 8.540894508361816 (8.572167964397131) | > loss_mel: 14.522067070007324 (15.325079197705534) | > loss_duration: 1.6360183954238892 (1.6192362565717262) | > amp_scaler: 128.0 (128.5311203319503) | > loss_1: 29.7549991607666 (30.517817145066637) | > grad_norm_1: tensor(583.4478, device='cuda:0') (tensor(1013.2866, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.8408 (0.8053083172477629) | > loader_time: 0.0117 (0.011106572210541402) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_96000.pth  --> TIME: 2025-02-20 06:18:38 -- STEP: 291/924 -- GLOBAL_STEP: 96050 | > loss_disc: 2.2673299312591553 (2.2214492674136093) | > loss_disc_real_0: 0.0965682864189148 (0.1102715106712993) | > loss_disc_real_1: 0.20909614861011505 (0.1923265065421763) | > loss_disc_real_2: 0.21290424466133118 (0.20513022422176053) | > loss_disc_real_3: 0.21235015988349915 (0.20658587185582755) | > loss_disc_real_4: 0.19705598056316376 (0.21261341726452215) | > loss_disc_real_5: 0.22480659186840057 (0.20154067141698404) | > loss_0: 2.2673299312591553 (2.2214492674136093) | > grad_norm_0: tensor(41.7355, device='cuda:0') (tensor(67.1443, device='cuda:0')) | > loss_gen: 2.6955149173736572 (2.814424084633897) | > loss_kl: 1.9574406147003174 (2.190466938559542) | > loss_feat: 7.164853096008301 (8.580818394205414) | > loss_mel: 13.112637519836426 (15.297905902272648) | > loss_duration: 1.6364558935165405 (1.6193056442483593) | > amp_scaler: 128.0 (128.4398625429554) | > loss_1: 26.56690216064453 (30.502920891411115) | > grad_norm_1: tensor(581.9953, device='cuda:0') (tensor(1006.4017, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.7943 (0.8051200896194303) | > loader_time: 0.0107 (0.011191720405395088)  --> TIME: 2025-02-20 06:19:19 -- STEP: 341/924 -- GLOBAL_STEP: 96100 | > loss_disc: 2.4311017990112305 (2.2186829054460495) | > loss_disc_real_0: 0.25543904304504395 (0.10905551416608242) | > loss_disc_real_1: 0.2259407341480255 (0.19212576895515232) | > loss_disc_real_2: 0.16343481838703156 (0.2045616287727161) | > loss_disc_real_3: 0.18838441371917725 (0.2065680987936311) | > loss_disc_real_4: 0.18952509760856628 (0.21253752022369865) | > loss_disc_real_5: 0.19504089653491974 (0.20223174434253555) | > loss_0: 2.4311017990112305 (2.2186829054460495) | > grad_norm_0: tensor(144.3989, device='cuda:0') (tensor(67.1648, device='cuda:0')) | > loss_gen: 2.5941648483276367 (2.8202106931692) | > loss_kl: 2.1532812118530273 (2.185231563982027) | > loss_feat: 7.79208517074585 (8.602831425205355) | > loss_mel: 14.76012897491455 (15.314830595447171) | > loss_duration: 1.5859248638153076 (1.619224100168849) | > amp_scaler: 128.0 (128.37536656891507) | > loss_1: 28.885583877563477 (30.5423283171444) | > grad_norm_1: tensor(1421.6368, device='cuda:0') (tensor(1015.4484, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.8296 (0.8057701335974103) | > loader_time: 0.0102 (0.011251258011087993)  --> TIME: 2025-02-20 06:20:00 -- STEP: 391/924 -- GLOBAL_STEP: 96150 | > loss_disc: 2.353053092956543 (2.2180148021644333) | > loss_disc_real_0: 0.04950345307588577 (0.10942868553006736) | > loss_disc_real_1: 0.1850241720676422 (0.1920181792943983) | > loss_disc_real_2: 0.17572422325611115 (0.20403206237899074) | > loss_disc_real_3: 0.17986606061458588 (0.2062462790085532) | > loss_disc_real_4: 0.2003065049648285 (0.21232194028547047) | > loss_disc_real_5: 0.16192051768302917 (0.20216563260158926) | > loss_0: 2.353053092956543 (2.2180148021644333) | > grad_norm_0: tensor(74.6417, device='cuda:0') (tensor(66.4432, device='cuda:0')) | > loss_gen: 2.6526854038238525 (2.8184576680898057) | > loss_kl: 2.3335158824920654 (2.186387072743663) | > loss_feat: 9.028153419494629 (8.608128608645078) | > loss_mel: 15.653253555297852 (15.299402375965167) | > loss_duration: 1.621962070465088 (1.6193675894261625) | > amp_scaler: 128.0 (128.32736572890042) | > loss_1: 31.289569854736328 (30.531743237429566) | > grad_norm_1: tensor(1452.8485, device='cuda:0') (tensor(1031.9474, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.7972 (0.805977290853515) | > loader_time: 0.0105 (0.011281325689057256)  --> TIME: 2025-02-20 06:20:42 -- STEP: 441/924 -- GLOBAL_STEP: 96200 | > loss_disc: 2.059260129928589 (2.2204971029644915) | > loss_disc_real_0: 0.0758344903588295 (0.11099552227154608) | > loss_disc_real_1: 0.14284035563468933 (0.19235883420016484) | > loss_disc_real_2: 0.19975383579730988 (0.20408326512426483) | > loss_disc_real_3: 0.19708192348480225 (0.20663877280931628) | > loss_disc_real_4: 0.18860724568367004 (0.21251736419136022) | > loss_disc_real_5: 0.17426711320877075 (0.20237314707838225) | > loss_0: 2.059260129928589 (2.2204971029644915) | > grad_norm_0: tensor(38.7183, device='cuda:0') (tensor(66.4465, device='cuda:0')) | > loss_gen: 2.745518684387207 (2.8163928082740766) | > loss_kl: 2.2039310932159424 (2.1826972828971027) | > loss_feat: 8.856677055358887 (8.608093628267046) | > loss_mel: 15.493412971496582 (15.320463331918868) | > loss_duration: 1.6077706813812256 (1.6193386559583702) | > amp_scaler: 128.0 (128.29024943310668) | > loss_1: 30.90730857849121 (30.546985617570595) | > grad_norm_1: tensor(1359.0974, device='cuda:0') (tensor(1024.2625, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.7635 (0.8061339866006726) | > loader_time: 0.0096 (0.011307237910575607)  --> TIME: 2025-02-20 06:21:23 -- STEP: 491/924 -- GLOBAL_STEP: 96250 | > loss_disc: 2.1879563331604004 (2.219941272997808) | > loss_disc_real_0: 0.11596676707267761 (0.11078393056442438) | > loss_disc_real_1: 0.1768086850643158 (0.19237368276187208) | > loss_disc_real_2: 0.19865044951438904 (0.20410848349757696) | > loss_disc_real_3: 0.20569027960300446 (0.20675447082446696) | > loss_disc_real_4: 0.19703322649002075 (0.21227053193235107) | > loss_disc_real_5: 0.2039596438407898 (0.20212568585474483) | > loss_0: 2.1879563331604004 (2.219941272997808) | > grad_norm_0: tensor(116.8703, device='cuda:0') (tensor(66.7019, device='cuda:0')) | > loss_gen: 2.9168074131011963 (2.8162097445330647) | > loss_kl: 2.3188881874084473 (2.1837851348088386) | > loss_feat: 8.53260612487793 (8.612061403433806) | > loss_mel: 15.09763240814209 (15.32505351414263) | > loss_duration: 1.643160104751587 (1.6190058493080062) | > amp_scaler: 128.0 (128.26069246435853) | > loss_1: 30.50909423828125 (30.556115536971394) | > grad_norm_1: tensor(1279.8154, device='cuda:0') (tensor(1026.6305, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.8361 (0.807604478964252) | > loader_time: 0.0112 (0.01134497133631813)  --> TIME: 2025-02-20 06:22:05 -- STEP: 541/924 -- GLOBAL_STEP: 96300 | > loss_disc: 2.571744203567505 (2.221516346755178) | > loss_disc_real_0: 0.11405491828918457 (0.11041334380917316) | > loss_disc_real_1: 0.2228216528892517 (0.19251905759028715) | > loss_disc_real_2: 0.20782700181007385 (0.20434075087143624) | > loss_disc_real_3: 0.21520905196666718 (0.20693143287780325) | > loss_disc_real_4: 0.21269343793392181 (0.21288081954014723) | > loss_disc_real_5: 0.18715323507785797 (0.20202111721369348) | > loss_0: 2.571744203567505 (2.221516346755178) | > grad_norm_0: tensor(66.7965, device='cuda:0') (tensor(66.9195, device='cuda:0')) | > loss_gen: 2.250826120376587 (2.8140420138064686) | > loss_kl: 2.1775312423706055 (2.181245372167577) | > loss_feat: 7.602491855621338 (8.604110623463685) | > loss_mel: 14.539389610290527 (15.31036375014046) | > loss_duration: 1.6303778886795044 (1.6194377207711972) | > amp_scaler: 128.0 (128.2365988909428) | > loss_1: 28.20061683654785 (30.52919937458144) | > grad_norm_1: tensor(203.6089, device='cuda:0') (tensor(1022.5264, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.8218 (0.8076078918196137) | > loader_time: 0.0112 (0.011352806126564577)  --> TIME: 2025-02-20 06:22:46 -- STEP: 591/924 -- GLOBAL_STEP: 96350 | > loss_disc: 2.2124743461608887 (2.221393353846272) | > loss_disc_real_0: 0.1449599266052246 (0.11044290208599693) | > loss_disc_real_1: 0.20096537470817566 (0.19250170425110052) | > loss_disc_real_2: 0.19714954495429993 (0.2037881639503989) | > loss_disc_real_3: 0.18595178425312042 (0.20704435316338343) | > loss_disc_real_4: 0.22590701282024384 (0.2129655433739906) | > loss_disc_real_5: 0.23676826059818268 (0.2024311515583) | > loss_0: 2.2124743461608887 (2.221393353846272) | > grad_norm_0: tensor(71.2466, device='cuda:0') (tensor(65.9345, device='cuda:0')) | > loss_gen: 2.8061330318450928 (2.815943671160342) | > loss_kl: 2.1952061653137207 (2.182832188009209) | > loss_feat: 8.704209327697754 (8.604293435963276) | > loss_mel: 16.116153717041016 (15.316445434557403) | > loss_duration: 1.644133448600769 (1.619400466759193) | > amp_scaler: 128.0 (128.2165820642979) | > loss_1: 31.465835571289062 (30.53891506937353) | > grad_norm_1: tensor(1558.3303, device='cuda:0') (tensor(1016.8187, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.7942 (0.8076058071478571) | > loader_time: 0.0102 (0.011383181699439755)  --> TIME: 2025-02-20 06:23:27 -- STEP: 641/924 -- GLOBAL_STEP: 96400 | > loss_disc: 2.1663460731506348 (2.224963497074086) | > loss_disc_real_0: 0.1108415499329567 (0.11192381611550097) | > loss_disc_real_1: 0.18560080230236053 (0.1925426682750817) | > loss_disc_real_2: 0.20433320105075836 (0.20353094180363016) | > loss_disc_real_3: 0.20643024146556854 (0.20704317134739633) | > loss_disc_real_4: 0.22739261388778687 (0.21296677669850234) | > loss_disc_real_5: 0.18310405313968658 (0.20296150262288862) | > loss_0: 2.1663460731506348 (2.224963497074086) | > grad_norm_0: tensor(80.3102, device='cuda:0') (tensor(66.8394, device='cuda:0')) | > loss_gen: 2.9116430282592773 (2.8082948195952904) | > loss_kl: 2.1493825912475586 (2.1811839650834055) | > loss_feat: 8.876190185546875 (8.57635537770906) | > loss_mel: 15.296127319335938 (15.283930669894643) | > loss_duration: 1.6291141510009766 (1.6189035876492819) | > amp_scaler: 128.0 (128.19968798751952) | > loss_1: 30.862459182739258 (30.46866833512757) | > grad_norm_1: tensor(1002.4390, device='cuda:0') (tensor(1038.8986, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.8038 (0.8077583212562355) | > loader_time: 0.0119 (0.011394212100881493)  --> TIME: 2025-02-20 06:24:08 -- STEP: 691/924 -- GLOBAL_STEP: 96450 | > loss_disc: 2.1826019287109375 (2.2259665199713137) | > loss_disc_real_0: 0.20794671773910522 (0.11264478269689507) | > loss_disc_real_1: 0.17788951098918915 (0.19247778935301316) | > loss_disc_real_2: 0.20768633484840393 (0.2035021940421437) | > loss_disc_real_3: 0.19414764642715454 (0.20716304095885163) | > loss_disc_real_4: 0.22068774700164795 (0.21307517100777887) | > loss_disc_real_5: 0.20158366858959198 (0.20297042766718038) | > loss_0: 2.1826019287109375 (2.2259665199713137) | > grad_norm_0: tensor(98.7683, device='cuda:0') (tensor(67.2543, device='cuda:0')) | > loss_gen: 2.950554370880127 (2.8067626459726216) | > loss_kl: 2.3310768604278564 (2.1815627375145916) | > loss_feat: 9.20312786102295 (8.57649116129674) | > loss_mel: 16.043357849121094 (15.282181209834716) | > loss_duration: 1.6575813293457031 (1.6187488566949297) | > amp_scaler: 128.0 (128.1852387843705) | > loss_1: 32.185699462890625 (30.465746541444197) | > grad_norm_1: tensor(743.6826, device='cuda:0') (tensor(1039.2150, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.8438 (0.8079520876259255) | > loader_time: 0.012 (0.011393922800265584)  --> TIME: 2025-02-20 06:24:50 -- STEP: 741/924 -- GLOBAL_STEP: 96500 | > loss_disc: 2.2083544731140137 (2.226191644404741) | > loss_disc_real_0: 0.10346005111932755 (0.1125275318871545) | > loss_disc_real_1: 0.17275802791118622 (0.19250314180989334) | > loss_disc_real_2: 0.17333976924419403 (0.20360025578503987) | > loss_disc_real_3: 0.17605628073215485 (0.20711423414438834) | > loss_disc_real_4: 0.2197716385126114 (0.21306886661712302) | > loss_disc_real_5: 0.24737727642059326 (0.2030783811843026) | > loss_0: 2.2083544731140137 (2.226191644404741) | > grad_norm_0: tensor(71.0002, device='cuda:0') (tensor(67.2611, device='cuda:0')) | > loss_gen: 2.7799971103668213 (2.8038386423417276) | > loss_kl: 2.0457873344421387 (2.1826684972052663) | > loss_feat: 9.656423568725586 (8.57024440688159) | > loss_mel: 15.993436813354492 (15.29088591499689) | > loss_duration: 1.6487927436828613 (1.6186813175597818) | > amp_scaler: 128.0 (128.1727395411606) | > loss_1: 32.12443923950195 (30.466318725091725) | > grad_norm_1: tensor(1504.7308, device='cuda:0') (tensor(1045.4127, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.7795 (0.8087148174100556) | > loader_time: 0.0102 (0.011380239697763951)  --> TIME: 2025-02-20 06:25:32 -- STEP: 791/924 -- GLOBAL_STEP: 96550 | > loss_disc: 2.404521942138672 (2.226704357999614) | > loss_disc_real_0: 0.21656636893749237 (0.1131382936943798) | > loss_disc_real_1: 0.20202720165252686 (0.19216455686860978) | > loss_disc_real_2: 0.18956755101680756 (0.20359951949074356) | > loss_disc_real_3: 0.22802957892417908 (0.2071594476473768) | > loss_disc_real_4: 0.23863495886325836 (0.21298040142553648) | > loss_disc_real_5: 0.24709846079349518 (0.20323010502964756) | > loss_0: 2.404521942138672 (2.226704357999614) | > grad_norm_0: tensor(90.5782, device='cuda:0') (tensor(67.6131, device='cuda:0')) | > loss_gen: 2.8462347984313965 (2.803089406487312) | > loss_kl: 2.110374927520752 (2.183876849004507) | > loss_feat: 7.511064529418945 (8.56639363822984) | > loss_mel: 13.690881729125977 (15.286015057232227) | > loss_duration: 1.600738763809204 (1.6192643493225545) | > amp_scaler: 128.0 (128.16182048040446) | > loss_1: 27.759294509887695 (30.458639258229177) | > grad_norm_1: tensor(654.2499, device='cuda:0') (tensor(1043.0774, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.7827 (0.8091500990007979) | > loader_time: 0.0126 (0.011366894814820411)  --> TIME: 2025-02-20 06:26:13 -- STEP: 841/924 -- GLOBAL_STEP: 96600 | > loss_disc: 2.1693410873413086 (2.2273712402008075) | > loss_disc_real_0: 0.11415313929319382 (0.11375854044762859) | > loss_disc_real_1: 0.22229477763175964 (0.192035920005491) | > loss_disc_real_2: 0.21484002470970154 (0.2035889432950479) | > loss_disc_real_3: 0.2058369368314743 (0.20712265239388417) | > loss_disc_real_4: 0.21662893891334534 (0.21286512608335365) | > loss_disc_real_5: 0.21436312794685364 (0.20334509580299778) | > loss_0: 2.1693410873413086 (2.2273712402008075) | > grad_norm_0: tensor(48.3399, device='cuda:0') (tensor(66.3095, device='cuda:0')) | > loss_gen: 2.973994016647339 (2.7982632209514753) | > loss_kl: 2.1512203216552734 (2.184392369034463) | > loss_feat: 8.542693138122559 (8.556727377044444) | > loss_mel: 15.163702011108398 (15.286166364599493) | > loss_duration: 1.6610239744186401 (1.6189929184533756) | > amp_scaler: 128.0 (128.15219976218776) | > loss_1: 30.492633819580078 (30.444542214646493) | > grad_norm_1: tensor(781.1732, device='cuda:0') (tensor(1041.5956, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.8146 (0.8095703768531715) | > loader_time: 0.0106 (0.011381986166719303)  --> TIME: 2025-02-20 06:26:55 -- STEP: 891/924 -- GLOBAL_STEP: 96650 | > loss_disc: 2.2355074882507324 (2.2260131504131615) | > loss_disc_real_0: 0.0888327807188034 (0.11381419029768335) | > loss_disc_real_1: 0.22532790899276733 (0.1919105733618324) | > loss_disc_real_2: 0.1971961110830307 (0.20346214746853586) | > loss_disc_real_3: 0.22565259039402008 (0.20699020509433527) | > loss_disc_real_4: 0.2094491869211197 (0.21267407284641912) | > loss_disc_real_5: 0.2080765962600708 (0.20299901194477463) | > loss_0: 2.2355074882507324 (2.2260131504131615) | > grad_norm_0: tensor(61.6647, device='cuda:0') (tensor(66.7573, device='cuda:0')) | > loss_gen: 2.7170820236206055 (2.8010829426222785) | > loss_kl: 2.2608635425567627 (2.1835330039697647) | > loss_feat: 8.00374698638916 (8.564644096943914) | > loss_mel: 14.129427909851074 (15.292121338121818) | > loss_duration: 1.5935579538345337 (1.618910414736413) | > amp_scaler: 128.0 (128.14365881032538) | > loss_1: 28.704679489135742 (30.46029177150876) | > grad_norm_1: tensor(1004.0104, device='cuda:0') (tensor(1037.4524, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.8067 (0.809570001565781) | > loader_time: 0.0107 (0.011394503140690347)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4015932083129883 (2.4015932083129883) | > loss_disc_real_0: 0.20687620341777802 (0.20687620341777802) | > loss_disc_real_1: 0.23487429320812225 (0.23487429320812225) | > loss_disc_real_2: 0.23873330652713776 (0.23873330652713776) | > loss_disc_real_3: 0.19466480612754822 (0.19466480612754822) | > loss_disc_real_4: 0.22205042839050293 (0.22205042839050293) | > loss_disc_real_5: 0.229101300239563 (0.229101300239563) | > loss_0: 2.4015932083129883 (2.4015932083129883) | > loss_gen: 2.597616195678711 (2.597616195678711) | > loss_kl: 2.0635311603546143 (2.0635311603546143) | > loss_feat: 7.494721412658691 (7.494721412658691) | > loss_mel: 14.6320161819458 (14.6320161819458) | > loss_duration: 1.6701663732528687 (1.6701663732528687) | > loss_1: 28.458051681518555 (28.458051681518555)  --> STEP: 1 | > loss_disc: 2.2909038066864014 (2.2909038066864014) | > loss_disc_real_0: 0.2195509821176529 (0.2195509821176529) | > loss_disc_real_1: 0.22030797600746155 (0.22030797600746155) | > loss_disc_real_2: 0.2371702939271927 (0.2371702939271927) | > loss_disc_real_3: 0.21763478219509125 (0.21763478219509125) | > loss_disc_real_4: 0.2346402257680893 (0.2346402257680893) | > loss_disc_real_5: 0.2124876230955124 (0.2124876230955124) | > loss_0: 2.2909038066864014 (2.2909038066864014) | > loss_gen: 2.9082257747650146 (2.9082257747650146) | > loss_kl: 1.9396321773529053 (1.9396321773529053) | > loss_feat: 8.951276779174805 (8.951276779174805) | > loss_mel: 16.0272216796875 (16.0272216796875) | > loss_duration: 1.6686155796051025 (1.6686155796051025) | > loss_1: 31.494972229003906 (31.494972229003906)  --> STEP: 2 | > loss_disc: 2.296783685684204 (2.2938437461853027) | > loss_disc_real_0: 0.2266562134027481 (0.2231035977602005) | > loss_disc_real_1: 0.20481228828430176 (0.21256013214588165) | > loss_disc_real_2: 0.2425544559955597 (0.2398623749613762) | > loss_disc_real_3: 0.1895991414785385 (0.20361696183681488) | > loss_disc_real_4: 0.2266385853290558 (0.23063940554857254) | > loss_disc_real_5: 0.22288350760936737 (0.21768556535243988) | > loss_0: 2.296783685684204 (2.2938437461853027) | > loss_gen: 2.841576099395752 (2.8749009370803833) | > loss_kl: 2.08129620552063 (2.0104641914367676) | > loss_feat: 8.857967376708984 (8.904622077941895) | > loss_mel: 15.861632347106934 (15.944427013397217) | > loss_duration: 1.5593841075897217 (1.613999843597412) | > loss_1: 31.201854705810547 (31.348413467407227)  --> STEP: 3 | > loss_disc: 2.3806607723236084 (2.3227827548980713) | > loss_disc_real_0: 0.20507730543613434 (0.21709483365217844) | > loss_disc_real_1: 0.2248702496290207 (0.21666350464026132) | > loss_disc_real_2: 0.2436983734369278 (0.2411410411198934) | > loss_disc_real_3: 0.20861615240573883 (0.20528335869312286) | > loss_disc_real_4: 0.2625535726547241 (0.24127746125062308) | > loss_disc_real_5: 0.21988730132579803 (0.21841947734355927) | > loss_0: 2.3806607723236084 (2.3227827548980713) | > loss_gen: 2.6562485694885254 (2.802016814549764) | > loss_kl: 2.0044853687286377 (2.0084712505340576) | > loss_feat: 6.830938816070557 (8.213394323984781) | > loss_mel: 12.947836875915527 (14.945563634236654) | > loss_duration: 1.6665418148040771 (1.6315138339996338) | > loss_1: 26.106050491333008 (29.600959142049152)  --> STEP: 4 | > loss_disc: 2.4373230934143066 (2.35141783952713) | > loss_disc_real_0: 0.21245704591274261 (0.2159353867173195) | > loss_disc_real_1: 0.21810691058635712 (0.21702435612678528) | > loss_disc_real_2: 0.25059664249420166 (0.24350494146347046) | > loss_disc_real_3: 0.21038927137851715 (0.20655983686447144) | > loss_disc_real_4: 0.24527384340763092 (0.24227655678987503) | > loss_disc_real_5: 0.23042504489421844 (0.22142086923122406) | > loss_0: 2.4373230934143066 (2.35141783952713) | > loss_gen: 2.566837787628174 (2.7432220578193665) | > loss_kl: 1.941926121711731 (1.991834968328476) | > loss_feat: 6.658699989318848 (7.824720740318298) | > loss_mel: 12.457694053649902 (14.323596239089966) | > loss_duration: 1.7524282932281494 (1.6617424488067627) | > loss_1: 25.37758445739746 (28.54511547088623)  --> STEP: 5 | > loss_disc: 2.3345630168914795 (2.348046875) | > loss_disc_real_0: 0.1847900003194809 (0.20970630943775176) | > loss_disc_real_1: 0.2101975679397583 (0.2156589984893799) | > loss_disc_real_2: 0.26935702562332153 (0.24867535829544068) | > loss_disc_real_3: 0.12570005655288696 (0.19038788080215455) | > loss_disc_real_4: 0.21009889245033264 (0.23584102392196654) | > loss_disc_real_5: 0.23582030832767487 (0.22430075705051422) | > loss_0: 2.3345630168914795 (2.348046875) | > loss_gen: 2.661205530166626 (2.7268187522888185) | > loss_kl: 2.239755630493164 (2.0414191007614138) | > loss_feat: 8.281116485595703 (7.915999889373779) | > loss_mel: 11.7068510055542 (13.800247192382812) | > loss_duration: 1.5261023044586182 (1.6346144199371337) | > loss_1: 26.415029525756836 (28.119098281860353) --> EVAL PERFORMANCE | > avg_loader_time: 0.15485649108886718 (+0.004921102523803705) | > avg_loss_disc: 2.348046875 (-0.08500680923461923) | > avg_loss_disc_real_0: 0.20970630943775176 (+0.09439286589622496) | > avg_loss_disc_real_1: 0.2156589984893799 (+0.045166093111038225) | > avg_loss_disc_real_2: 0.24867535829544068 (+0.06413755416870118) | > avg_loss_disc_real_3: 0.19038788080215455 (-0.037717702984809864) | > avg_loss_disc_real_4: 0.23584102392196654 (+0.01942442059516905) | > avg_loss_disc_real_5: 0.22430075705051422 (-0.007764774560928334) | > avg_loss_0: 2.348046875 (-0.08500680923461923) | > avg_loss_gen: 2.7268187522888185 (+0.5100542068481446) | > avg_loss_kl: 2.0414191007614138 (+0.012778973579406827) | > avg_loss_feat: 7.915999889373779 (+0.09540472030639613) | > avg_loss_mel: 13.800247192382812 (-1.2686178207397454) | > avg_loss_duration: 1.6346144199371337 (-0.004004383087158336) | > avg_loss_1: 28.119098281860353 (-0.6543849945068345)  > EPOCH: 55/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 06:27:30)   --> TIME: 2025-02-20 06:27:45 -- STEP: 17/924 -- GLOBAL_STEP: 96700 | > loss_disc: 2.246408462524414 (2.232996519874124) | > loss_disc_real_0: 0.10987187922000885 (0.10254468681181178) | > loss_disc_real_1: 0.20463384687900543 (0.1945672333240509) | > loss_disc_real_2: 0.2061285674571991 (0.20494801244314978) | > loss_disc_real_3: 0.19222454726696014 (0.20796061526326573) | > loss_disc_real_4: 0.2022237479686737 (0.21172881477019367) | > loss_disc_real_5: 0.21761074662208557 (0.20375187957988067) | > loss_0: 2.246408462524414 (2.232996519874124) | > grad_norm_0: tensor(75.3950, device='cuda:0') (tensor(57.8918, device='cuda:0')) | > loss_gen: 2.7839834690093994 (2.7821570424472584) | > loss_kl: 2.0489602088928223 (2.1547798339058373) | > loss_feat: 8.254746437072754 (8.429994050194235) | > loss_mel: 15.190948486328125 (15.260161960826201) | > loss_duration: 1.6460028886795044 (1.6134687101139742) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.92464256286621 (30.240562326767865) | > grad_norm_1: tensor(998.8921, device='cuda:0') (tensor(887.7479, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.8025 (0.7969454176285687) | > loader_time: 0.0121 (0.01070239964653464)  --> TIME: 2025-02-20 06:28:27 -- STEP: 67/924 -- GLOBAL_STEP: 96750 | > loss_disc: 2.282705307006836 (2.2302141225160055) | > loss_disc_real_0: 0.11338850110769272 (0.12311136533520114) | > loss_disc_real_1: 0.196518212556839 (0.19068168370581384) | > loss_disc_real_2: 0.21879109740257263 (0.2036468989368695) | > loss_disc_real_3: 0.21829205751419067 (0.20647832617830875) | > loss_disc_real_4: 0.21812885999679565 (0.2097159684149187) | > loss_disc_real_5: 0.17146314680576324 (0.20080147594658296) | > loss_0: 2.282705307006836 (2.2302141225160055) | > grad_norm_0: tensor(53.0154, device='cuda:0') (tensor(66.5053, device='cuda:0')) | > loss_gen: 2.7855801582336426 (2.7905617187272256) | > loss_kl: 2.091622829437256 (2.188192621985479) | > loss_feat: 8.721485137939453 (8.513363624686622) | > loss_mel: 14.859471321105957 (15.337667522145741) | > loss_duration: 1.6233446598052979 (1.619923347857461) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.081504821777344 (30.44970916634175) | > grad_norm_1: tensor(1215.6451, device='cuda:0') (tensor(1066.4845, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.8176 (0.8041923010527198) | > loader_time: 0.0138 (0.011601106444401528)  --> TIME: 2025-02-20 06:29:08 -- STEP: 117/924 -- GLOBAL_STEP: 96800 | > loss_disc: 2.2277908325195312 (2.2397305537492787) | > loss_disc_real_0: 0.14292369782924652 (0.12328409814299682) | > loss_disc_real_1: 0.1867968738079071 (0.1919697176696908) | > loss_disc_real_2: 0.19560609757900238 (0.20269001905734724) | > loss_disc_real_3: 0.2274557203054428 (0.20787054847957742) | > loss_disc_real_4: 0.23517198860645294 (0.21127066729415175) | > loss_disc_real_5: 0.23673845827579498 (0.2034921298424403) | > loss_0: 2.2277908325195312 (2.2397305537492787) | > grad_norm_0: tensor(80.1974, device='cuda:0') (tensor(60.1915, device='cuda:0')) | > loss_gen: 2.881439447402954 (2.7525556800711874) | > loss_kl: 2.0568878650665283 (2.1686441205505638) | > loss_feat: 8.414727210998535 (8.41801724882207) | > loss_mel: 15.146309852600098 (15.284170378986587) | > loss_duration: 1.6266348361968994 (1.6220186164236476) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.12599754333496 (30.245406175271057) | > grad_norm_1: tensor(973.7188, device='cuda:0') (tensor(1102.4099, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.7734 (0.8052449328267676) | > loader_time: 0.0094 (0.011572132762680706)  --> TIME: 2025-02-20 06:29:49 -- STEP: 167/924 -- GLOBAL_STEP: 96850 | > loss_disc: 2.2213103771209717 (2.24267780066964) | > loss_disc_real_0: 0.15023347735404968 (0.12450841060298645) | > loss_disc_real_1: 0.227646604180336 (0.1921390535053379) | > loss_disc_real_2: 0.23803281784057617 (0.2025768361584155) | > loss_disc_real_3: 0.22889362275600433 (0.20741781529909123) | > loss_disc_real_4: 0.22262880206108093 (0.2115454789764153) | > loss_disc_real_5: 0.23537251353263855 (0.2034565183573855) | > loss_0: 2.2213103771209717 (2.24267780066964) | > grad_norm_0: tensor(51.9659, device='cuda:0') (tensor(59.4716, device='cuda:0')) | > loss_gen: 2.9007461071014404 (2.7506344946558605) | > loss_kl: 2.207054853439331 (2.1866293660181007) | > loss_feat: 8.074920654296875 (8.410076284123035) | > loss_mel: 14.922194480895996 (15.236039487187734) | > loss_duration: 1.5943690538406372 (1.6221817853208074) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.69928550720215 (30.20556150653405) | > grad_norm_1: tensor(1442.4070, device='cuda:0') (tensor(1060.7666, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.7847 (0.8051464985944555) | > loader_time: 0.0104 (0.011415363071921349)  --> TIME: 2025-02-20 06:30:30 -- STEP: 217/924 -- GLOBAL_STEP: 96900 | > loss_disc: 2.3186590671539307 (2.237819196441754) | > loss_disc_real_0: 0.09238463640213013 (0.12047487813206861) | > loss_disc_real_1: 0.2077244222164154 (0.19228901950994395) | > loss_disc_real_2: 0.18564176559448242 (0.20258486415109328) | > loss_disc_real_3: 0.22171957790851593 (0.2075848372713212) | > loss_disc_real_4: 0.22072762250900269 (0.21222271567665488) | > loss_disc_real_5: 0.18785105645656586 (0.2030629162002819) | > loss_0: 2.3186590671539307 (2.237819196441754) | > grad_norm_0: tensor(99.7872, device='cuda:0') (tensor(59.9945, device='cuda:0')) | > loss_gen: 2.61073637008667 (2.761546266793106) | > loss_kl: 2.280160903930664 (2.198766432050186) | > loss_feat: 7.787120342254639 (8.4422238433416) | > loss_mel: 15.727126121520996 (15.239554378843527) | > loss_duration: 1.6190083026885986 (1.6218324652465257) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.024152755737305 (30.26392346922703) | > grad_norm_1: tensor(502.6648, device='cuda:0') (tensor(1048.8859, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.7977 (0.805826872724542) | > loader_time: 0.0134 (0.011399053758190524)  --> TIME: 2025-02-20 06:31:11 -- STEP: 267/924 -- GLOBAL_STEP: 96950 | > loss_disc: 2.419499397277832 (2.238884032442327) | > loss_disc_real_0: 0.08394768834114075 (0.11885248107856579) | > loss_disc_real_1: 0.16315659880638123 (0.19298881906248658) | > loss_disc_real_2: 0.21886804699897766 (0.20316236731264922) | > loss_disc_real_3: 0.23295539617538452 (0.20762799563032858) | > loss_disc_real_4: 0.24283944070339203 (0.2122707428892007) | > loss_disc_real_5: 0.22210285067558289 (0.20392521613099607) | > loss_0: 2.419499397277832 (2.238884032442327) | > grad_norm_0: tensor(62.3696, device='cuda:0') (tensor(61.3948, device='cuda:0')) | > loss_gen: 2.3453292846679688 (2.7643795058075407) | > loss_kl: 2.035567283630371 (2.1932396134187226) | > loss_feat: 7.728308200836182 (8.435883272006715) | > loss_mel: 14.426746368408203 (15.195653211757932) | > loss_duration: 1.6417248249053955 (1.6242430772674217) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.177677154541016 (30.213398779822647) | > grad_norm_1: tensor(777.0869, device='cuda:0') (tensor(1049.7146, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.8209 (0.8051531154118228) | > loader_time: 0.0107 (0.01137722029668115)  --> TIME: 2025-02-20 06:31:52 -- STEP: 317/924 -- GLOBAL_STEP: 97000 | > loss_disc: 2.1271018981933594 (2.231238960091623) | > loss_disc_real_0: 0.16666753590106964 (0.11663544136878068) | > loss_disc_real_1: 0.17712907493114471 (0.19253931916098493) | > loss_disc_real_2: 0.22592465579509735 (0.20301620572899418) | > loss_disc_real_3: 0.16381533443927765 (0.2067532096093384) | > loss_disc_real_4: 0.19535860419273376 (0.21183649001625426) | > loss_disc_real_5: 0.21370530128479004 (0.20344374848277044) | > loss_0: 2.1271018981933594 (2.231238960091623) | > grad_norm_0: tensor(68.1281, device='cuda:0') (tensor(62.2275, device='cuda:0')) | > loss_gen: 3.082150459289551 (2.7781854360261553) | > loss_kl: 1.9956415891647339 (2.195719370330547) | > loss_feat: 8.97443675994873 (8.471331874654872) | > loss_mel: 15.122652053833008 (15.209998639224079) | > loss_duration: 1.6253350973129272 (1.624422474238398) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.800216674804688 (30.27965790541014) | > grad_norm_1: tensor(530.3704, device='cuda:0') (tensor(1049.7557, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.8004 (0.8053910950380918) | > loader_time: 0.0107 (0.011320339016357806) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_97000.pth  --> TIME: 2025-02-20 06:32:36 -- STEP: 367/924 -- GLOBAL_STEP: 97050 | > loss_disc: 2.071749210357666 (2.2285837022744985) | > loss_disc_real_0: 0.07894016057252884 (0.11558896483858534) | > loss_disc_real_1: 0.22391986846923828 (0.1924200984941192) | > loss_disc_real_2: 0.2111768275499344 (0.20266873614827033) | > loss_disc_real_3: 0.21682804822921753 (0.20663350369852299) | > loss_disc_real_4: 0.22097964584827423 (0.2118912519486138) | > loss_disc_real_5: 0.19876372814178467 (0.20383701276551808) | > loss_0: 2.071749210357666 (2.2285837022744985) | > grad_norm_0: tensor(43.0679, device='cuda:0') (tensor(62.2464, device='cuda:0')) | > loss_gen: 3.0401389598846436 (2.7800770884313755) | > loss_kl: 2.176072120666504 (2.197096454674931) | > loss_feat: 9.024125099182129 (8.48943873517196) | > loss_mel: 16.17937469482422 (15.235998468113205) | > loss_duration: 1.5849841833114624 (1.6247227734376033) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.004695892333984 (30.327333632217115) | > grad_norm_1: tensor(1441.4178, device='cuda:0') (tensor(1068.0825, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.8237 (0.8071717377904323) | > loader_time: 0.0108 (0.011313724907607403)  --> TIME: 2025-02-20 06:33:17 -- STEP: 417/924 -- GLOBAL_STEP: 97100 | > loss_disc: 2.0923242568969727 (2.2334980484393) | > loss_disc_real_0: 0.09804161638021469 (0.11672416544682403) | > loss_disc_real_1: 0.19077064096927643 (0.19244131131423753) | > loss_disc_real_2: 0.18892055749893188 (0.20331529383179095) | > loss_disc_real_3: 0.1631166785955429 (0.2069620761654073) | > loss_disc_real_4: 0.18205590546131134 (0.21196094194619197) | > loss_disc_real_5: 0.19320429861545563 (0.20406846080323782) | > loss_0: 2.0923242568969727 (2.2334980484393) | > grad_norm_0: tensor(47.9424, device='cuda:0') (tensor(64.0278, device='cuda:0')) | > loss_gen: 2.9174323081970215 (2.7784059951059534) | > loss_kl: 2.1401121616363525 (2.1969496291890134) | > loss_feat: 9.068541526794434 (8.479270829857118) | > loss_mel: 15.341991424560547 (15.225456505370655) | > loss_duration: 1.6089247465133667 (1.6245747761760678) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.077001571655273 (30.304657814885786) | > grad_norm_1: tensor(1170.3470, device='cuda:0') (tensor(1050.6832, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.7737 (0.8069847779308289) | > loader_time: 0.0113 (0.011342649551318414)  --> TIME: 2025-02-20 06:33:58 -- STEP: 467/924 -- GLOBAL_STEP: 97150 | > loss_disc: 2.3040449619293213 (2.228755110846852) | > loss_disc_real_0: 0.17026545107364655 (0.11453503067954195) | > loss_disc_real_1: 0.17431390285491943 (0.19237626390232523) | > loss_disc_real_2: 0.20256003737449646 (0.20381946676675972) | > loss_disc_real_3: 0.1902880221605301 (0.20645039925866251) | > loss_disc_real_4: 0.20506881177425385 (0.21225727883983214) | > loss_disc_real_5: 0.2147711217403412 (0.20384457295788438) | > loss_0: 2.3040449619293213 (2.228755110846852) | > grad_norm_0: tensor(120.4456, device='cuda:0') (tensor(62.9306, device='cuda:0')) | > loss_gen: 2.704522132873535 (2.7832502598936086) | > loss_kl: 2.041886329650879 (2.1951176645413706) | > loss_feat: 7.94396448135376 (8.500036626607509) | > loss_mel: 14.827621459960938 (15.24619740847602) | > loss_duration: 1.6214064359664917 (1.6238975052659972) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.139400482177734 (30.348499510477136) | > grad_norm_1: tensor(865.7681, device='cuda:0') (tensor(1040.6930, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.8001 (0.8069896789893857) | > loader_time: 0.0098 (0.011347944271896325)  --> TIME: 2025-02-20 06:34:39 -- STEP: 517/924 -- GLOBAL_STEP: 97200 | > loss_disc: 2.1933937072753906 (2.225683028047735) | > loss_disc_real_0: 0.11895708739757538 (0.1135879429471562) | > loss_disc_real_1: 0.20873016119003296 (0.19230199361677563) | > loss_disc_real_2: 0.20751044154167175 (0.20380679375313698) | > loss_disc_real_3: 0.18480072915554047 (0.20635762603186078) | > loss_disc_real_4: 0.1892213225364685 (0.21202549070292787) | > loss_disc_real_5: 0.1746716946363449 (0.20347459977438653) | > loss_0: 2.1933937072753906 (2.225683028047735) | > grad_norm_0: tensor(72.0999, device='cuda:0') (tensor(63.2326, device='cuda:0')) | > loss_gen: 2.892172336578369 (2.7897599495125918) | > loss_kl: 1.9717029333114624 (2.1945910624424765) | > loss_feat: 9.693831443786621 (8.51772703100681) | > loss_mel: 15.941964149475098 (15.24371391200466) | > loss_duration: 1.6182706356048584 (1.6234272206544411) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.11793899536133 (30.369219206287966) | > grad_norm_1: tensor(1350.6619, device='cuda:0') (tensor(1020.7202, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.801 (0.8069575220288804) | > loader_time: 0.0134 (0.011341780251183866)  --> TIME: 2025-02-20 06:35:21 -- STEP: 567/924 -- GLOBAL_STEP: 97250 | > loss_disc: 2.167336940765381 (2.2256358420407336) | > loss_disc_real_0: 0.1924070566892624 (0.11318915703940008) | > loss_disc_real_1: 0.19647717475891113 (0.19240267648373127) | > loss_disc_real_2: 0.22951605916023254 (0.20387364571792527) | > loss_disc_real_3: 0.2192031443119049 (0.20690949739497377) | > loss_disc_real_4: 0.2235460728406906 (0.2122311184488276) | > loss_disc_real_5: 0.23412157595157623 (0.20304833589092142) | > loss_0: 2.167336940765381 (2.2256358420407336) | > grad_norm_0: tensor(159.5973, device='cuda:0') (tensor(62.1245, device='cuda:0')) | > loss_gen: 3.1439177989959717 (2.788971705831968) | > loss_kl: 2.1654837131500244 (2.1943321577035144) | > loss_feat: 9.819489479064941 (8.516122404229714) | > loss_mel: 17.17728614807129 (15.226375954912243) | > loss_duration: 1.6002548933029175 (1.6229299588598691) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.906429290771484 (30.348732226740115) | > grad_norm_1: tensor(1022.8252, device='cuda:0') (tensor(1009.6425, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.8189 (0.8069353578792884) | > loader_time: 0.0119 (0.0113598913532506)  --> TIME: 2025-02-20 06:36:02 -- STEP: 617/924 -- GLOBAL_STEP: 97300 | > loss_disc: 2.1754274368286133 (2.2243564801239315) | > loss_disc_real_0: 0.05505186319351196 (0.11270169285239233) | > loss_disc_real_1: 0.1582026481628418 (0.1925312291764364) | > loss_disc_real_2: 0.17577627301216125 (0.20355370551396026) | > loss_disc_real_3: 0.1877860128879547 (0.2067859618406821) | > loss_disc_real_4: 0.1760944277048111 (0.21210395408314292) | > loss_disc_real_5: 0.13992512226104736 (0.20299675927846136) | > loss_0: 2.1754274368286133 (2.2243564801239315) | > grad_norm_0: tensor(71.9204, device='cuda:0') (tensor(61.4500, device='cuda:0')) | > loss_gen: 2.854595899581909 (2.792118876641149) | > loss_kl: 2.148155689239502 (2.196644066605035) | > loss_feat: 9.112732887268066 (8.534254508428102) | > loss_mel: 15.972314834594727 (15.238246480301868) | > loss_duration: 1.6510534286499023 (1.6220972441390415) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.738853454589844 (30.383361232145486) | > grad_norm_1: tensor(1015.7175, device='cuda:0') (tensor(1004.9208, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.8115 (0.8067892927018324) | > loader_time: 0.011 (0.011367431142921389)  --> TIME: 2025-02-20 06:36:43 -- STEP: 667/924 -- GLOBAL_STEP: 97350 | > loss_disc: 2.2451047897338867 (2.226003259018265) | > loss_disc_real_0: 0.1465073525905609 (0.11398825536983298) | > loss_disc_real_1: 0.20025765895843506 (0.19263334650507216) | > loss_disc_real_2: 0.21950015425682068 (0.20383709754007323) | > loss_disc_real_3: 0.24590899050235748 (0.206735971181289) | > loss_disc_real_4: 0.25474268198013306 (0.2120102252336457) | > loss_disc_real_5: 0.23306907713413239 (0.20283954410717414) | > loss_0: 2.2451047897338867 (2.226003259018265) | > grad_norm_0: tensor(85.3970, device='cuda:0') (tensor(60.9186, device='cuda:0')) | > loss_gen: 3.047849416732788 (2.7911423800409816) | > loss_kl: 2.248990774154663 (2.195952735562018) | > loss_feat: 8.172538757324219 (8.539704776775363) | > loss_mel: 14.875822067260742 (15.246543265175426) | > loss_duration: 1.6192057132720947 (1.6215438558601367) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.964406967163086 (30.39488709491232) | > grad_norm_1: tensor(1384.4980, device='cuda:0') (tensor(1006.2001, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.7756 (0.8068230641835457) | > loader_time: 0.0092 (0.011358013753590735)  --> TIME: 2025-02-20 06:37:24 -- STEP: 717/924 -- GLOBAL_STEP: 97400 | > loss_disc: 2.3344345092773438 (2.2258839307968588) | > loss_disc_real_0: 0.11506158113479614 (0.11428575339821921) | > loss_disc_real_1: 0.18719683587551117 (0.1924834534255697) | > loss_disc_real_2: 0.2009718269109726 (0.2038049679379416) | > loss_disc_real_3: 0.19426526129245758 (0.2067041348878975) | > loss_disc_real_4: 0.20257700979709625 (0.21206856008769753) | > loss_disc_real_5: 0.18917366862297058 (0.20268973469152285) | > loss_0: 2.3344345092773438 (2.2258839307968588) | > grad_norm_0: tensor(71.4831, device='cuda:0') (tensor(60.9233, device='cuda:0')) | > loss_gen: 2.520576238632202 (2.7900936703302848) | > loss_kl: 2.1159234046936035 (2.1939108910420964) | > loss_feat: 8.038496017456055 (8.531652351469855) | > loss_mel: 15.455438613891602 (15.244005823068871) | > loss_duration: 1.6392585039138794 (1.621238779822154) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.76969337463379 (30.380901602687864) | > grad_norm_1: tensor(252.8034, device='cuda:0') (tensor(1010.6391, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.8368 (0.8074608873290166) | > loader_time: 0.0123 (0.011366056764142445)  --> TIME: 2025-02-20 06:38:05 -- STEP: 767/924 -- GLOBAL_STEP: 97450 | > loss_disc: 2.1586241722106934 (2.2240706466167515) | > loss_disc_real_0: 0.0740174949169159 (0.11394176584081976) | > loss_disc_real_1: 0.22210678458213806 (0.19244665723425158) | > loss_disc_real_2: 0.2186947464942932 (0.2037074295063217) | > loss_disc_real_3: 0.19525519013404846 (0.2065816537381151) | > loss_disc_real_4: 0.20438538491725922 (0.212065882407702) | > loss_disc_real_5: 0.1908593773841858 (0.20245714841174964) | > loss_0: 2.1586241722106934 (2.2240706466167515) | > grad_norm_0: tensor(30.0418, device='cuda:0') (tensor(60.9760, device='cuda:0')) | > loss_gen: 2.862943172454834 (2.793350757800303) | > loss_kl: 1.9768298864364624 (2.1881538876654134) | > loss_feat: 8.491470336914062 (8.548779034396984) | > loss_mel: 14.799895286560059 (15.257999466171166) | > loss_duration: 1.6094216108322144 (1.621287358009209) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.74056053161621 (30.409570574605013) | > grad_norm_1: tensor(942.1822, device='cuda:0') (tensor(1010.3407, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.8155 (0.8074631774907319) | > loader_time: 0.01 (0.011357752564988511)  --> TIME: 2025-02-20 06:38:47 -- STEP: 817/924 -- GLOBAL_STEP: 97500 | > loss_disc: 2.189547538757324 (2.2222777990261835) | > loss_disc_real_0: 0.05195039138197899 (0.1136784809829628) | > loss_disc_real_1: 0.2092740386724472 (0.19241286980186564) | > loss_disc_real_2: 0.1915430873632431 (0.20346051071527677) | > loss_disc_real_3: 0.21254068613052368 (0.2065296335604083) | > loss_disc_real_4: 0.20902834832668304 (0.212070677862611) | > loss_disc_real_5: 0.17661580443382263 (0.20230505966571152) | > loss_0: 2.189547538757324 (2.2222777990261835) | > grad_norm_0: tensor(72.5192, device='cuda:0') (tensor(60.5654, device='cuda:0')) | > loss_gen: 2.693493127822876 (2.7957702961224804) | > loss_kl: 2.079800844192505 (2.1866973653125648) | > loss_feat: 8.363609313964844 (8.557588031563357) | > loss_mel: 15.323023796081543 (15.259255431419195) | > loss_duration: 1.585353136062622 (1.6208845557898028) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.04528045654297 (30.420195748785574) | > grad_norm_1: tensor(1121.1198, device='cuda:0') (tensor(1015.0257, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.8114 (0.8074785504522056) | > loader_time: 0.011 (0.011368698122451759)  --> TIME: 2025-02-20 06:39:27 -- STEP: 867/924 -- GLOBAL_STEP: 97550 | > loss_disc: 2.1963837146759033 (2.2233013457768) | > loss_disc_real_0: 0.08725462108850479 (0.11367963789827955) | > loss_disc_real_1: 0.19967755675315857 (0.19230201182137174) | > loss_disc_real_2: 0.19380706548690796 (0.203522061342599) | > loss_disc_real_3: 0.21713590621948242 (0.20660984277243982) | > loss_disc_real_4: 0.23963437974452972 (0.21212902331709732) | > loss_disc_real_5: 0.20984011888504028 (0.20256330892701468) | > loss_0: 2.1963837146759033 (2.2233013457768) | > grad_norm_0: tensor(59.5611, device='cuda:0') (tensor(60.3425, device='cuda:0')) | > loss_gen: 2.8943064212799072 (2.795977893585151) | > loss_kl: 2.2366220951080322 (2.186980355569645) | > loss_feat: 8.73488712310791 (8.562854015015953) | > loss_mel: 15.349791526794434 (15.272414637546913) | > loss_duration: 1.5732322931289673 (1.620676655670351) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.78883934020996 (30.438903617198903) | > grad_norm_1: tensor(1379.5900, device='cuda:0') (tensor(1010.2439, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.8107 (0.8070623244931268) | > loader_time: 0.0114 (0.011349816910810807)  --> TIME: 2025-02-20 06:40:08 -- STEP: 917/924 -- GLOBAL_STEP: 97600 | > loss_disc: 2.3508834838867188 (2.2221038331122305) | > loss_disc_real_0: 0.08477659523487091 (0.11317088300587694) | > loss_disc_real_1: 0.17296691238880157 (0.192241875237441) | > loss_disc_real_2: 0.240370512008667 (0.2034996786970348) | > loss_disc_real_3: 0.21944111585617065 (0.20666120962657222) | > loss_disc_real_4: 0.24112656712532043 (0.2120784573265095) | > loss_disc_real_5: 0.225595161318779 (0.20237918331357885) | > loss_0: 2.3508834838867188 (2.2221038331122305) | > grad_norm_0: tensor(39.5606, device='cuda:0') (tensor(60.1991, device='cuda:0')) | > loss_gen: 2.6205198764801025 (2.7989111079254467) | > loss_kl: 2.040325164794922 (2.188135062335229) | > loss_feat: 8.444626808166504 (8.571043739922041) | > loss_mel: 15.766770362854004 (15.289478135602945) | > loss_duration: 1.6159193515777588 (1.6201870116438704) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.488161087036133 (30.467755100329285) | > grad_norm_1: tensor(1040.5956, device='cuda:0') (tensor(1008.2388, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.7895 (0.8062109468807442) | > loader_time: 0.011 (0.011331586567370162)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.35766863822937 (2.35766863822937) | > loss_disc_real_0: 0.17960138618946075 (0.17960138618946075) | > loss_disc_real_1: 0.19850338995456696 (0.19850338995456696) | > loss_disc_real_2: 0.22668880224227905 (0.22668880224227905) | > loss_disc_real_3: 0.20295731723308563 (0.20295731723308563) | > loss_disc_real_4: 0.2087222784757614 (0.2087222784757614) | > loss_disc_real_5: 0.1983860731124878 (0.1983860731124878) | > loss_0: 2.35766863822937 (2.35766863822937) | > loss_gen: 2.4845540523529053 (2.4845540523529053) | > loss_kl: 2.0392189025878906 (2.0392189025878906) | > loss_feat: 6.946098327636719 (6.946098327636719) | > loss_mel: 13.4655122756958 (13.4655122756958) | > loss_duration: 1.6778926849365234 (1.6778926849365234) | > loss_1: 26.6132755279541 (26.6132755279541)  --> STEP: 1 | > loss_disc: 2.372346878051758 (2.372346878051758) | > loss_disc_real_0: 0.16840015351772308 (0.16840015351772308) | > loss_disc_real_1: 0.19870619475841522 (0.19870619475841522) | > loss_disc_real_2: 0.23044659197330475 (0.23044659197330475) | > loss_disc_real_3: 0.20737110078334808 (0.20737110078334808) | > loss_disc_real_4: 0.21789224445819855 (0.21789224445819855) | > loss_disc_real_5: 0.21175044775009155 (0.21175044775009155) | > loss_0: 2.372346878051758 (2.372346878051758) | > loss_gen: 2.576272964477539 (2.576272964477539) | > loss_kl: 2.1485743522644043 (2.1485743522644043) | > loss_feat: 7.726731777191162 (7.726731777191162) | > loss_mel: 14.7935209274292 (14.7935209274292) | > loss_duration: 1.6767183542251587 (1.6767183542251587) | > loss_1: 28.921817779541016 (28.921817779541016)  --> STEP: 2 | > loss_disc: 2.4066429138183594 (2.3894948959350586) | > loss_disc_real_0: 0.17191976308822632 (0.1701599583029747) | > loss_disc_real_1: 0.20407694578170776 (0.2013915702700615) | > loss_disc_real_2: 0.2092915177345276 (0.21986905485391617) | > loss_disc_real_3: 0.22959767282009125 (0.21848438680171967) | > loss_disc_real_4: 0.24556030333042145 (0.23172627389431) | > loss_disc_real_5: 0.20248423516750336 (0.20711734145879745) | > loss_0: 2.4066429138183594 (2.3894948959350586) | > loss_gen: 2.519084930419922 (2.5476789474487305) | > loss_kl: 2.0752127170562744 (2.1118935346603394) | > loss_feat: 7.465396404266357 (7.59606409072876) | > loss_mel: 14.583874702453613 (14.688697814941406) | > loss_duration: 1.5762211084365845 (1.6264697313308716) | > loss_1: 28.219791412353516 (28.570804595947266)  --> STEP: 3 | > loss_disc: 2.4200942516326904 (2.3996946811676025) | > loss_disc_real_0: 0.19046370685100555 (0.17692787448565164) | > loss_disc_real_1: 0.20448192954063416 (0.20242169002691904) | > loss_disc_real_2: 0.21439743041992188 (0.21804518004258475) | > loss_disc_real_3: 0.22064164280891418 (0.21920347213745117) | > loss_disc_real_4: 0.24089117348194122 (0.23478124042352042) | > loss_disc_real_5: 0.2299109697341919 (0.2147152175505956) | > loss_0: 2.4200942516326904 (2.3996946811676025) | > loss_gen: 2.516671657562256 (2.537343184153239) | > loss_kl: 2.1049976348876953 (2.1095949014027915) | > loss_feat: 6.684811592102051 (7.29231325785319) | > loss_mel: 12.792886734008789 (14.056760787963867) | > loss_duration: 1.6672592163085938 (1.6400662263234456) | > loss_1: 25.766626358032227 (27.636078516642254)  --> STEP: 4 | > loss_disc: 2.2967684268951416 (2.3739631175994873) | > loss_disc_real_0: 0.16708576679229736 (0.17446734756231308) | > loss_disc_real_1: 0.17318540811538696 (0.19511261954903603) | > loss_disc_real_2: 0.21679222583770752 (0.21773194149136543) | > loss_disc_real_3: 0.21619795262813568 (0.2184520922601223) | > loss_disc_real_4: 0.24474047124385834 (0.2372710481286049) | > loss_disc_real_5: 0.1938103288412094 (0.20948899537324905) | > loss_0: 2.2967684268951416 (2.3739631175994873) | > loss_gen: 2.67419695854187 (2.5715566277503967) | > loss_kl: 1.9806629419326782 (2.077361911535263) | > loss_feat: 8.480184555053711 (7.58928108215332) | > loss_mel: 15.780936241149902 (14.487804651260376) | > loss_duration: 1.73099684715271 (1.6627988815307617) | > loss_1: 30.646976470947266 (28.388803005218506)  --> STEP: 5 | > loss_disc: 2.137606143951416 (2.326691722869873) | > loss_disc_real_0: 0.14623278379440308 (0.16882043480873107) | > loss_disc_real_1: 0.10498709976673126 (0.17708751559257507) | > loss_disc_real_2: 0.1889684647321701 (0.21197924613952637) | > loss_disc_real_3: 0.1912437528371811 (0.21301042437553405) | > loss_disc_real_4: 0.22086703777313232 (0.23399024605751037) | > loss_disc_real_5: 0.2539517283439636 (0.21838154196739196) | > loss_0: 2.137606143951416 (2.326691722869873) | > loss_gen: 2.827531099319458 (2.622751522064209) | > loss_kl: 2.3151187896728516 (2.124913287162781) | > loss_feat: 9.695810317993164 (8.010586929321288) | > loss_mel: 16.546072006225586 (14.899458122253417) | > loss_duration: 1.5481544733047485 (1.639869999885559) | > loss_1: 32.93268585205078 (29.29757957458496) --> EVAL PERFORMANCE | > avg_loader_time: 0.15166282653808594 (-0.003193664550781239) | > avg_loss_disc: 2.326691722869873 (-0.021355152130126953) | > avg_loss_disc_real_0: 0.16882043480873107 (-0.040885874629020685) | > avg_loss_disc_real_1: 0.17708751559257507 (-0.038571482896804815) | > avg_loss_disc_real_2: 0.21197924613952637 (-0.03669611215591431) | > avg_loss_disc_real_3: 0.21301042437553405 (+0.022622543573379505) | > avg_loss_disc_real_4: 0.23399024605751037 (-0.0018507778644561712) | > avg_loss_disc_real_5: 0.21838154196739196 (-0.0059192150831222645) | > avg_loss_0: 2.326691722869873 (-0.021355152130126953) | > avg_loss_gen: 2.622751522064209 (-0.10406723022460973) | > avg_loss_kl: 2.124913287162781 (+0.08349418640136719) | > avg_loss_feat: 8.010586929321288 (+0.09458703994750906) | > avg_loss_mel: 14.899458122253417 (+1.0992109298706048) | > avg_loss_duration: 1.639869999885559 (+0.005255579948425293) | > avg_loss_1: 29.29757957458496 (+1.1784812927246087)  > EPOCH: 56/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 06:40:22)   --> TIME: 2025-02-20 06:40:59 -- STEP: 43/924 -- GLOBAL_STEP: 97650 | > loss_disc: 1.9665091037750244 (2.216491543969443) | > loss_disc_real_0: 0.06328320503234863 (0.10407718981421271) | > loss_disc_real_1: 0.18695953488349915 (0.19436284206634344) | > loss_disc_real_2: 0.21039754152297974 (0.20496048414429954) | > loss_disc_real_3: 0.1843053251504898 (0.20695111120856086) | > loss_disc_real_4: 0.21894674003124237 (0.21566006783829178) | > loss_disc_real_5: 0.16740955412387848 (0.20056278761043106) | > loss_0: 1.9665091037750244 (2.216491543969443) | > grad_norm_0: tensor(14.6476, device='cuda:0') (tensor(56.4000, device='cuda:0')) | > loss_gen: 2.9944493770599365 (2.823178646176361) | > loss_kl: 2.1197257041931152 (2.1502473603847414) | > loss_feat: 9.378928184509277 (8.458645643189897) | > loss_mel: 15.836416244506836 (15.247335145639818) | > loss_duration: 1.6370725631713867 (1.6206533825674723) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.966590881347656 (30.300060050432073) | > grad_norm_1: tensor(492.1946, device='cuda:0') (tensor(854.4605, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.8392 (0.8135263587153235) | > loader_time: 0.0149 (0.011453329130660656)  --> TIME: 2025-02-20 06:41:40 -- STEP: 93/924 -- GLOBAL_STEP: 97700 | > loss_disc: 2.2726588249206543 (2.2416889154782855) | > loss_disc_real_0: 0.19676744937896729 (0.11440564243383305) | > loss_disc_real_1: 0.21383608877658844 (0.194909585259294) | > loss_disc_real_2: 0.25217127799987793 (0.20586891520407893) | > loss_disc_real_3: 0.1861215978860855 (0.2074524857985077) | > loss_disc_real_4: 0.21508349478244781 (0.21381511755527988) | > loss_disc_real_5: 0.17627955973148346 (0.20143859488989713) | > loss_0: 2.2726588249206543 (2.2416889154782855) | > grad_norm_0: tensor(76.7434, device='cuda:0') (tensor(58.3874, device='cuda:0')) | > loss_gen: 2.9289822578430176 (2.783924630893174) | > loss_kl: 2.343392848968506 (2.1660503290032835) | > loss_feat: 8.441882133483887 (8.45944325129191) | > loss_mel: 15.346661567687988 (15.357537987411662) | > loss_duration: 1.6251839399337769 (1.6194808777942453) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.686100006103516 (30.386436913603095) | > grad_norm_1: tensor(1213.9579, device='cuda:0') (tensor(915.7288, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.848 (0.8100842891200897) | > loader_time: 0.0114 (0.011505162844093897)  --> TIME: 2025-02-20 06:42:21 -- STEP: 143/924 -- GLOBAL_STEP: 97750 | > loss_disc: 2.2839035987854004 (2.2388353631213005) | > loss_disc_real_0: 0.18651089072227478 (0.1122145725974253) | > loss_disc_real_1: 0.20126797258853912 (0.1942024124669028) | > loss_disc_real_2: 0.23633317649364471 (0.20656370126700904) | > loss_disc_real_3: 0.20995905995368958 (0.20782484239214785) | > loss_disc_real_4: 0.22170160710811615 (0.21427775210850722) | > loss_disc_real_5: 0.17730064690113068 (0.2014353851546774) | > loss_0: 2.2839035987854004 (2.2388353631213005) | > grad_norm_0: tensor(87.9895, device='cuda:0') (tensor(62.0487, device='cuda:0')) | > loss_gen: 2.8925185203552246 (2.795830691611017) | > loss_kl: 2.323350667953491 (2.1876618095211207) | > loss_feat: 8.570474624633789 (8.495622684905578) | > loss_mel: 15.029046058654785 (15.392587941843313) | > loss_duration: 1.6322340965270996 (1.619538685658595) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.44762420654297 (30.491241628473457) | > grad_norm_1: tensor(1273.4972, device='cuda:0') (tensor(893.7358, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.83 (0.8058923124433397) | > loader_time: 0.0145 (0.011412802276077806)  --> TIME: 2025-02-20 06:43:02 -- STEP: 193/924 -- GLOBAL_STEP: 97800 | > loss_disc: 2.3497154712677 (2.239104847833902) | > loss_disc_real_0: 0.192537322640419 (0.11199635550997418) | > loss_disc_real_1: 0.17108236253261566 (0.19371894542417387) | > loss_disc_real_2: 0.2033892124891281 (0.20613688740087915) | > loss_disc_real_3: 0.20742647349834442 (0.20797649095404333) | > loss_disc_real_4: 0.22807806730270386 (0.2142561462567878) | > loss_disc_real_5: 0.22360163927078247 (0.20353056158426505) | > loss_0: 2.3497154712677 (2.239104847833902) | > grad_norm_0: tensor(74.3430, device='cuda:0') (tensor(62.8570, device='cuda:0')) | > loss_gen: 2.6347265243530273 (2.792635626125831) | > loss_kl: 2.087317705154419 (2.2034542418514484) | > loss_feat: 7.80116081237793 (8.501199112037304) | > loss_mel: 14.918874740600586 (15.375206675554187) | > loss_duration: 1.6504186391830444 (1.6168023020492317) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.092500686645508 (30.489297787760204) | > grad_norm_1: tensor(1449.6801, device='cuda:0') (tensor(957.5784, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.8342 (0.806311802542889) | > loader_time: 0.0114 (0.011417580392076566)  --> TIME: 2025-02-20 06:43:44 -- STEP: 243/924 -- GLOBAL_STEP: 97850 | > loss_disc: 2.422663688659668 (2.2379603179884566) | > loss_disc_real_0: 0.0888712927699089 (0.11346780005919099) | > loss_disc_real_1: 0.19431699812412262 (0.19292549623383423) | > loss_disc_real_2: 0.17876233160495758 (0.20505595053910228) | > loss_disc_real_3: 0.18349091708660126 (0.20787064902821686) | > loss_disc_real_4: 0.18829527497291565 (0.21418439924962235) | > loss_disc_real_5: 0.19085605442523956 (0.2030174277201601) | > loss_0: 2.422663688659668 (2.2379603179884566) | > grad_norm_0: tensor(37.8904, device='cuda:0') (tensor(64.9743, device='cuda:0')) | > loss_gen: 2.2702200412750244 (2.7914546899834787) | > loss_kl: 2.1864190101623535 (2.1983553180969273) | > loss_feat: 7.412008762359619 (8.484322385042292) | > loss_mel: 14.064887046813965 (15.319088421731328) | > loss_duration: 1.5977931022644043 (1.6186677796359905) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.531328201293945 (30.411888460072962) | > grad_norm_1: tensor(272.3117, device='cuda:0') (tensor(953.3120, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.8244 (0.8069607632640948) | > loader_time: 0.0118 (0.011432180679384086)  --> TIME: 2025-02-20 06:44:25 -- STEP: 293/924 -- GLOBAL_STEP: 97900 | > loss_disc: 2.235440254211426 (2.2366602184829465) | > loss_disc_real_0: 0.045179516077041626 (0.1127601269721578) | > loss_disc_real_1: 0.19829219579696655 (0.1929534414319049) | > loss_disc_real_2: 0.20215390622615814 (0.2052960608396107) | > loss_disc_real_3: 0.18893341720104218 (0.2076221600225762) | > loss_disc_real_4: 0.19913680851459503 (0.21339565037460456) | > loss_disc_real_5: 0.2044575810432434 (0.20378736383678966) | > loss_0: 2.235440254211426 (2.2366602184829465) | > grad_norm_0: tensor(72.7177, device='cuda:0') (tensor(63.0634, device='cuda:0')) | > loss_gen: 2.7355458736419678 (2.7905797348087567) | > loss_kl: 2.224621295928955 (2.197404724746024) | > loss_feat: 9.247690200805664 (8.504999198197504) | > loss_mel: 17.79656982421875 (15.320279883036434) | > loss_duration: 1.6304436922073364 (1.6187000653035815) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.63486862182617 (30.431963552793952) | > grad_norm_1: tensor(487.8158, device='cuda:0') (tensor(969.2667, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.8354 (0.8069945813852771) | > loader_time: 0.0118 (0.011410666814029425)  --> TIME: 2025-02-20 06:45:06 -- STEP: 343/924 -- GLOBAL_STEP: 97950 | > loss_disc: 2.3002052307128906 (2.2422465478713605) | > loss_disc_real_0: 0.14124250411987305 (0.113790646499517) | > loss_disc_real_1: 0.18383324146270752 (0.19317678094952875) | > loss_disc_real_2: 0.2239372581243515 (0.2056434271808268) | > loss_disc_real_3: 0.20709280669689178 (0.2078603378798455) | > loss_disc_real_4: 0.18332023918628693 (0.2134026999723807) | > loss_disc_real_5: 0.20469442009925842 (0.20450450666791845) | > loss_0: 2.3002052307128906 (2.2422465478713605) | > grad_norm_0: tensor(148.1651, device='cuda:0') (tensor(64.1134, device='cuda:0')) | > loss_gen: 2.6236934661865234 (2.7830238641177267) | > loss_kl: 2.2758610248565674 (2.202927086165623) | > loss_feat: 8.412008285522461 (8.462802376761033) | > loss_mel: 15.506113052368164 (15.267189387329813) | > loss_duration: 1.620631217956543 (1.618659727079876) | > amp_scaler: 128.0 (128.7463556851312) | > loss_1: 30.438304901123047 (30.3346024004433) | > grad_norm_1: tensor(768.4092, device='cuda:0') (tensor(959.8700, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.7959 (0.8069346750442902) | > loader_time: 0.0092 (0.011387838914165001)  --> TIME: 2025-02-20 06:45:47 -- STEP: 393/924 -- GLOBAL_STEP: 98000 | > loss_disc: 2.2017579078674316 (2.2456299967438227) | > loss_disc_real_0: 0.10875851660966873 (0.11451621393438514) | > loss_disc_real_1: 0.21951447427272797 (0.19365936631464786) | > loss_disc_real_2: 0.21429182589054108 (0.20577913234555384) | > loss_disc_real_3: 0.18437252938747406 (0.20806125295526207) | > loss_disc_real_4: 0.20831939578056335 (0.2137016644535477) | > loss_disc_real_5: 0.16161063313484192 (0.20484044969688542) | > loss_0: 2.2017579078674316 (2.2456299967438227) | > grad_norm_0: tensor(59.5574, device='cuda:0') (tensor(64.2792, device='cuda:0')) | > loss_gen: 2.9076712131500244 (2.777500717997858) | > loss_kl: 2.229015827178955 (2.194676622482959) | > loss_feat: 8.52818775177002 (8.445222255231162) | > loss_mel: 15.643444061279297 (15.25589617275403) | > loss_duration: 1.6228872537612915 (1.6184765236978318) | > amp_scaler: 128.0 (128.65139949109422) | > loss_1: 30.93120574951172 (30.291772255157394) | > grad_norm_1: tensor(1576.3245, device='cuda:0') (tensor(991.8736, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.7993 (0.8076251590524918) | > loader_time: 0.0107 (0.011398582968093063) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_98000.pth  --> TIME: 2025-02-20 06:46:31 -- STEP: 443/924 -- GLOBAL_STEP: 98050 | > loss_disc: 2.217461347579956 (2.2448019895273754) | > loss_disc_real_0: 0.10179676115512848 (0.11515399601739362) | > loss_disc_real_1: 0.21139276027679443 (0.1934727749221751) | > loss_disc_real_2: 0.19723771512508392 (0.205378746845114) | > loss_disc_real_3: 0.20776808261871338 (0.2079303288836512) | > loss_disc_real_4: 0.19338475167751312 (0.21373512109838275) | > loss_disc_real_5: 0.21727047860622406 (0.20441494515464215) | > loss_0: 2.217461347579956 (2.2448019895273754) | > grad_norm_0: tensor(25.5005, device='cuda:0') (tensor(63.8715, device='cuda:0')) | > loss_gen: 2.811399459838867 (2.7772335042802827) | > loss_kl: 2.0409414768218994 (2.188065925516338) | > loss_feat: 8.385777473449707 (8.443216252811327) | > loss_mel: 15.67495059967041 (15.252134755825619) | > loss_duration: 1.6384656429290771 (1.6184696914380081) | > amp_scaler: 128.0 (128.5778781038375) | > loss_1: 30.55153465270996 (30.279120090045456) | > grad_norm_1: tensor(1327.8885, device='cuda:0') (tensor(1003.6012, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.8372 (0.8076189968978845) | > loader_time: 0.0117 (0.01134873351448008)  --> TIME: 2025-02-20 06:47:12 -- STEP: 493/924 -- GLOBAL_STEP: 98100 | > loss_disc: 2.3049874305725098 (2.246702596091839) | > loss_disc_real_0: 0.08236248046159744 (0.11611504725824746) | > loss_disc_real_1: 0.17797929048538208 (0.1932109001321194) | > loss_disc_real_2: 0.20965245366096497 (0.2053008980852595) | > loss_disc_real_3: 0.2302335947751999 (0.2078993027882451) | > loss_disc_real_4: 0.20418108999729156 (0.21342323523989556) | > loss_disc_real_5: 0.19576598703861237 (0.20500904088934344) | > loss_0: 2.3049874305725098 (2.246702596091839) | > grad_norm_0: tensor(44.9041, device='cuda:0') (tensor(65.2327, device='cuda:0')) | > loss_gen: 2.7602734565734863 (2.771318645554675) | > loss_kl: 1.9485013484954834 (2.187296231426525) | > loss_feat: 9.369158744812012 (8.43221631736831) | > loss_mel: 16.61725425720215 (15.242915490094353) | > loss_duration: 1.6289353370666504 (1.6182783757455454) | > amp_scaler: 128.0 (128.5192697768762) | > loss_1: 32.32412338256836 (30.252025020049988) | > grad_norm_1: tensor(461.6939, device='cuda:0') (tensor(1020.8107, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.7997 (0.8078741011706615) | > loader_time: 0.011 (0.011387318191373572)  --> TIME: 2025-02-20 06:47:53 -- STEP: 543/924 -- GLOBAL_STEP: 98150 | > loss_disc: 2.2830681800842285 (2.2453435652822438) | > loss_disc_real_0: 0.16999144852161407 (0.11627474165835434) | > loss_disc_real_1: 0.17882026731967926 (0.19302097273026614) | > loss_disc_real_2: 0.2143123894929886 (0.20506939596563414) | > loss_disc_real_3: 0.2214747965335846 (0.2080312699189283) | > loss_disc_real_4: 0.17845608294010162 (0.21320575772069436) | > loss_disc_real_5: 0.24342410266399384 (0.2047979684330482) | > loss_0: 2.2830681800842285 (2.2453435652822438) | > grad_norm_0: tensor(103.7940, device='cuda:0') (tensor(66.1464, device='cuda:0')) | > loss_gen: 2.873883008956909 (2.7781080176597612) | > loss_kl: 2.1495585441589355 (2.1859406070375518) | > loss_feat: 7.837369918823242 (8.462566573316863) | > loss_mel: 14.544404029846191 (15.271501446297156) | > loss_duration: 1.6104069948196411 (1.618668623392095) | > amp_scaler: 128.0 (128.47145488029454) | > loss_1: 29.015623092651367 (30.316785253872528) | > grad_norm_1: tensor(1275.4469, device='cuda:0') (tensor(1017.0456, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.7922 (0.8074907905269502) | > loader_time: 0.0114 (0.01137732888673112)  --> TIME: 2025-02-20 06:48:35 -- STEP: 593/924 -- GLOBAL_STEP: 98200 | > loss_disc: 2.258840560913086 (2.2449812426735956) | > loss_disc_real_0: 0.15944203734397888 (0.11627997363121274) | > loss_disc_real_1: 0.19567915797233582 (0.1930551170850485) | > loss_disc_real_2: 0.19477330148220062 (0.20506508022697545) | > loss_disc_real_3: 0.20488691329956055 (0.20812967701062796) | > loss_disc_real_4: 0.20315223932266235 (0.21310098172741845) | > loss_disc_real_5: 0.20729805529117584 (0.20485160533734562) | > loss_0: 2.258840560913086 (2.2449812426735956) | > grad_norm_0: tensor(71.4067, device='cuda:0') (tensor(65.7605, device='cuda:0')) | > loss_gen: 2.698847770690918 (2.7796286097264433) | > loss_kl: 2.1692895889282227 (2.1885727997775004) | > loss_feat: 8.187431335449219 (8.462820584617196) | > loss_mel: 14.393526077270508 (15.259952722070189) | > loss_duration: 1.6079546213150024 (1.6182473672783193) | > amp_scaler: 128.0 (128.43170320404704) | > loss_1: 29.057050704956055 (30.309222052511437) | > grad_norm_1: tensor(627.2325, device='cuda:0') (tensor(1017.4097, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 1.2139 (0.8080322662051164) | > loader_time: 0.0108 (0.011382696399399244)  --> TIME: 2025-02-20 06:49:16 -- STEP: 643/924 -- GLOBAL_STEP: 98250 | > loss_disc: 2.4258017539978027 (2.245783705362822) | > loss_disc_real_0: 0.17048200964927673 (0.11628607478612692) | > loss_disc_real_1: 0.2002330720424652 (0.19316589424435882) | > loss_disc_real_2: 0.19981764256954193 (0.20499648471271648) | > loss_disc_real_3: 0.22028785943984985 (0.20792556879679866) | > loss_disc_real_4: 0.25671958923339844 (0.21334209071811222) | > loss_disc_real_5: 0.2244878113269806 (0.20503763015589122) | > loss_0: 2.4258017539978027 (2.245783705362822) | > grad_norm_0: tensor(146.1199, device='cuda:0') (tensor(65.3216, device='cuda:0')) | > loss_gen: 2.5594191551208496 (2.776571821461942) | > loss_kl: 2.0215771198272705 (2.1905235126266924) | > loss_feat: 7.062089920043945 (8.453912982673687) | > loss_mel: 14.348821640014648 (15.232827444654973) | > loss_duration: 1.5465857982635498 (1.6179139059772758) | > amp_scaler: 128.0 (128.3981337480559) | > loss_1: 27.53849220275879 (30.271749650708994) | > grad_norm_1: tensor(1622.9835, device='cuda:0') (tensor(1026.3901, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.7998 (0.8078025366247713) | > loader_time: 0.0107 (0.011390362334659282)  --> TIME: 2025-02-20 06:49:57 -- STEP: 693/924 -- GLOBAL_STEP: 98300 | > loss_disc: 2.21352219581604 (2.245339492354729) | > loss_disc_real_0: 0.09101840108633041 (0.11615881771601815) | > loss_disc_real_1: 0.2076556384563446 (0.19318048213037417) | > loss_disc_real_2: 0.1790916919708252 (0.2049367930121925) | > loss_disc_real_3: 0.2054038792848587 (0.20808613145506236) | > loss_disc_real_4: 0.2032897025346756 (0.2132883635477243) | > loss_disc_real_5: 0.2654483914375305 (0.2050971071871501) | > loss_0: 2.21352219581604 (2.245339492354729) | > grad_norm_0: tensor(82.1406, device='cuda:0') (tensor(65.9410, device='cuda:0')) | > loss_gen: 2.743224859237671 (2.775287908565087) | > loss_kl: 2.251997470855713 (2.192750159624164) | > loss_feat: 8.283580780029297 (8.446259899744902) | > loss_mel: 13.94144344329834 (15.219229627997327) | > loss_duration: 1.7044717073440552 (1.617974653560534) | > amp_scaler: 128.0 (128.3694083694084) | > loss_1: 28.92471694946289 (30.251502244847504) | > grad_norm_1: tensor(857.2689, device='cuda:0') (tensor(1026.7830, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.8417 (0.8077740841269658) | > loader_time: 0.0125 (0.011411239230443574)  --> TIME: 2025-02-20 06:50:38 -- STEP: 743/924 -- GLOBAL_STEP: 98350 | > loss_disc: 2.1480441093444824 (2.2459597853921123) | > loss_disc_real_0: 0.06685184687376022 (0.11666491214050581) | > loss_disc_real_1: 0.1979275345802307 (0.19317707625966063) | > loss_disc_real_2: 0.20286832749843597 (0.20490135132143356) | > loss_disc_real_3: 0.23417484760284424 (0.20788103614809703) | > loss_disc_real_4: 0.2166001796722412 (0.21319685166408373) | > loss_disc_real_5: 0.1932803839445114 (0.20515695348642723) | > loss_0: 2.1480441093444824 (2.2459597853921123) | > grad_norm_0: tensor(56.9289, device='cuda:0') (tensor(65.7617, device='cuda:0')) | > loss_gen: 2.9007925987243652 (2.772485996159055) | > loss_kl: 2.2227795124053955 (2.197842670321306) | > loss_feat: 9.503056526184082 (8.449195678911162) | > loss_mel: 15.79695987701416 (15.231728398462966) | > loss_duration: 1.6046886444091797 (1.6177376702849027) | > amp_scaler: 64.0 (125.93270524899057) | > loss_1: 32.02827835083008 (30.268990425530866) | > grad_norm_1: tensor(1288.2169, device='cuda:0') (tensor(1035.9595, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.817 (0.808090741027893) | > loader_time: 0.0145 (0.011402662477454794)  --> TIME: 2025-02-20 06:51:19 -- STEP: 793/924 -- GLOBAL_STEP: 98400 | > loss_disc: 2.2484967708587646 (2.2473595890992786) | > loss_disc_real_0: 0.07626384496688843 (0.11693019277567673) | > loss_disc_real_1: 0.1774064302444458 (0.1931684269166986) | > loss_disc_real_2: 0.18996986746788025 (0.20496318039271758) | > loss_disc_real_3: 0.20668797194957733 (0.20801467736912863) | > loss_disc_real_4: 0.2016540765762329 (0.213330688986171) | > loss_disc_real_5: 0.22362209856510162 (0.20515584921250585) | > loss_0: 2.2484967708587646 (2.2473595890992786) | > grad_norm_0: tensor(32.8539, device='cuda:0') (tensor(66.3139, device='cuda:0')) | > loss_gen: 2.505098342895508 (2.7721225749348917) | > loss_kl: 2.063175678253174 (2.19682644790539) | > loss_feat: 8.011582374572754 (8.440304643118655) | > loss_mel: 15.497282981872559 (15.227575293705714) | > loss_duration: 1.590683937072754 (1.618134139916034) | > amp_scaler: 64.0 (122.02774274905423) | > loss_1: 29.667823791503906 (30.25496309672448) | > grad_norm_1: tensor(438.1747, device='cuda:0') (tensor(1032.3286, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.7511 (0.8078181052117744) | > loader_time: 0.0096 (0.011422846085787735)  --> TIME: 2025-02-20 06:52:00 -- STEP: 843/924 -- GLOBAL_STEP: 98450 | > loss_disc: 2.322399616241455 (2.247473691847537) | > loss_disc_real_0: 0.13073007762432098 (0.11692587292420625) | > loss_disc_real_1: 0.17259734869003296 (0.19303880221832417) | > loss_disc_real_2: 0.21878305077552795 (0.20493493861080211) | > loss_disc_real_3: 0.21024347841739655 (0.208157411249507) | > loss_disc_real_4: 0.20542468130588531 (0.21339480221837165) | > loss_disc_real_5: 0.24676482379436493 (0.20529060956634243) | > loss_0: 2.322399616241455 (2.247473691847537) | > grad_norm_0: tensor(48.7207, device='cuda:0') (tensor(65.8073, device='cuda:0')) | > loss_gen: 2.6648223400115967 (2.7709349844944984) | > loss_kl: 2.0992047786712646 (2.1968141261086087) | > loss_feat: 8.384318351745605 (8.44631626654066) | > loss_mel: 15.444311141967773 (15.243813139122434) | > loss_duration: 1.6089468002319336 (1.6179027135968915) | > amp_scaler: 64.0 (118.58600237247924) | > loss_1: 30.201602935791016 (30.27578122873182) | > grad_norm_1: tensor(1291.2710, device='cuda:0') (tensor(1034.0254, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.8318 (0.8076702077759255) | > loader_time: 0.0114 (0.011438398033133053)  --> TIME: 2025-02-20 06:52:41 -- STEP: 893/924 -- GLOBAL_STEP: 98500 | > loss_disc: 2.191882848739624 (2.2462324810455208) | > loss_disc_real_0: 0.14374595880508423 (0.11686063429376181) | > loss_disc_real_1: 0.1454288363456726 (0.19281459270172407) | > loss_disc_real_2: 0.19310978055000305 (0.2048122416451691) | > loss_disc_real_3: 0.20434033870697021 (0.2081255473088044) | > loss_disc_real_4: 0.2090585082769394 (0.21339245352472735) | > loss_disc_real_5: 0.17100146412849426 (0.20519920159027003) | > loss_0: 2.191882848739624 (2.2462324810455208) | > grad_norm_0: tensor(120.7276, device='cuda:0') (tensor(66.3568, device='cuda:0')) | > loss_gen: 2.9441988468170166 (2.7716093842953864) | > loss_kl: 2.122314929962158 (2.198119832580331) | > loss_feat: 8.860584259033203 (8.455390344942263) | > loss_mel: 15.32934856414795 (15.251625765878437) | > loss_duration: 1.6068017482757568 (1.6177447955525601) | > amp_scaler: 64.0 (115.52967525195969) | > loss_1: 30.863248825073242 (30.294490126452814) | > grad_norm_1: tensor(1058.8505, device='cuda:0') (tensor(1040.8547, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.7976 (0.8071291337221489) | > loader_time: 0.0109 (0.011452939982910852)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3381032943725586 (2.3381032943725586) | > loss_disc_real_0: 0.16821923851966858 (0.16821923851966858) | > loss_disc_real_1: 0.2209046632051468 (0.2209046632051468) | > loss_disc_real_2: 0.18804028630256653 (0.18804028630256653) | > loss_disc_real_3: 0.1992742419242859 (0.1992742419242859) | > loss_disc_real_4: 0.21581022441387177 (0.21581022441387177) | > loss_disc_real_5: 0.20964479446411133 (0.20964479446411133) | > loss_0: 2.3381032943725586 (2.3381032943725586) | > loss_gen: 2.471871852874756 (2.471871852874756) | > loss_kl: 2.0125105381011963 (2.0125105381011963) | > loss_feat: 6.915729999542236 (6.915729999542236) | > loss_mel: 12.887432098388672 (12.887432098388672) | > loss_duration: 1.6707241535186768 (1.6707241535186768) | > loss_1: 25.958271026611328 (25.958271026611328)  --> STEP: 1 | > loss_disc: 2.470399856567383 (2.470399856567383) | > loss_disc_real_0: 0.18633092939853668 (0.18633092939853668) | > loss_disc_real_1: 0.205363929271698 (0.205363929271698) | > loss_disc_real_2: 0.19748283922672272 (0.19748283922672272) | > loss_disc_real_3: 0.22042728960514069 (0.22042728960514069) | > loss_disc_real_4: 0.22447934746742249 (0.22447934746742249) | > loss_disc_real_5: 0.23240727186203003 (0.23240727186203003) | > loss_0: 2.470399856567383 (2.470399856567383) | > loss_gen: 2.378870725631714 (2.378870725631714) | > loss_kl: 1.9929718971252441 (1.9929718971252441) | > loss_feat: 6.543137073516846 (6.543137073516846) | > loss_mel: 12.482980728149414 (12.482980728149414) | > loss_duration: 1.6846535205841064 (1.6846535205841064) | > loss_1: 25.082612991333008 (25.082612991333008)  --> STEP: 2 | > loss_disc: 2.3022358417510986 (2.3863178491592407) | > loss_disc_real_0: 0.16394612193107605 (0.17513852566480637) | > loss_disc_real_1: 0.19846464693546295 (0.20191428810358047) | > loss_disc_real_2: 0.17709583044052124 (0.18728933483362198) | > loss_disc_real_3: 0.2213410884141922 (0.22088418900966644) | > loss_disc_real_4: 0.20880259573459625 (0.21664097160100937) | > loss_disc_real_5: 0.24572905898094177 (0.2390681654214859) | > loss_0: 2.3022358417510986 (2.3863178491592407) | > loss_gen: 2.6059036254882812 (2.4923871755599976) | > loss_kl: 2.060533046722412 (2.026752471923828) | > loss_feat: 8.464041709899902 (7.503589391708374) | > loss_mel: 14.766054153442383 (13.624517440795898) | > loss_duration: 1.5731830596923828 (1.6289182901382446) | > loss_1: 29.469715118408203 (27.276164054870605)  --> STEP: 3 | > loss_disc: 2.2821457386016846 (2.351593812306722) | > loss_disc_real_0: 0.1624394804239273 (0.17090551058451334) | > loss_disc_real_1: 0.20568221807479858 (0.20317026476065317) | > loss_disc_real_2: 0.19173581898212433 (0.1887714962164561) | > loss_disc_real_3: 0.23486120998859406 (0.2255431960026423) | > loss_disc_real_4: 0.22358347475528717 (0.21895513931910196) | > loss_disc_real_5: 0.23291775584220886 (0.2370180288950602) | > loss_0: 2.2821457386016846 (2.351593812306722) | > loss_gen: 2.6343204975128174 (2.539698282877604) | > loss_kl: 2.186257839202881 (2.079920927683512) | > loss_feat: 6.989363193511963 (7.332180658976237) | > loss_mel: 13.61965560913086 (13.622896830240885) | > loss_duration: 1.6446959972381592 (1.634177525838216) | > loss_1: 27.07429313659668 (27.208873748779297)  --> STEP: 4 | > loss_disc: 2.4251091480255127 (2.3699726462364197) | > loss_disc_real_0: 0.18598388135433197 (0.174675103276968) | > loss_disc_real_1: 0.20115923881530762 (0.2026675082743168) | > loss_disc_real_2: 0.19382254779338837 (0.19003425911068916) | > loss_disc_real_3: 0.22102850675582886 (0.22441452369093895) | > loss_disc_real_4: 0.22151851654052734 (0.2195959836244583) | > loss_disc_real_5: 0.23807387053966522 (0.23728198930621147) | > loss_0: 2.4251091480255127 (2.3699726462364197) | > loss_gen: 2.475799798965454 (2.5237236618995667) | > loss_kl: 2.142909049987793 (2.0956679582595825) | > loss_feat: 7.017023086547852 (7.253391265869141) | > loss_mel: 14.018747329711914 (13.721859455108643) | > loss_duration: 1.7444396018981934 (1.6617430448532104) | > loss_1: 27.3989200592041 (27.256385326385498)  --> STEP: 5 | > loss_disc: 2.1248531341552734 (2.3209487438201903) | > loss_disc_real_0: 0.08916448056697845 (0.1575729787349701) | > loss_disc_real_1: 0.16790582239627838 (0.19571517109870912) | > loss_disc_real_2: 0.2014477699995041 (0.19231696128845216) | > loss_disc_real_3: 0.2514866292476654 (0.22982894480228425) | > loss_disc_real_4: 0.17453479766845703 (0.21058374643325806) | > loss_disc_real_5: 0.30982813239097595 (0.2517912179231644) | > loss_0: 2.1248531341552734 (2.3209487438201903) | > loss_gen: 3.155533790588379 (2.650085687637329) | > loss_kl: 2.016026258468628 (2.0797396183013914) | > loss_feat: 10.47237491607666 (7.897187995910644) | > loss_mel: 18.341835021972656 (14.645854568481445) | > loss_duration: 1.5391697883605957 (1.6372283935546874) | > loss_1: 35.524940490722656 (28.91009635925293) --> EVAL PERFORMANCE | > avg_loader_time: 0.15302071571350098 (+0.0013578891754150446) | > avg_loss_disc: 2.3209487438201903 (-0.005742979049682795) | > avg_loss_disc_real_0: 0.1575729787349701 (-0.011247456073760986) | > avg_loss_disc_real_1: 0.19571517109870912 (+0.018627655506134044) | > avg_loss_disc_real_2: 0.19231696128845216 (-0.019662284851074213) | > avg_loss_disc_real_3: 0.22982894480228425 (+0.016818520426750194) | > avg_loss_disc_real_4: 0.21058374643325806 (-0.023406499624252314) | > avg_loss_disc_real_5: 0.2517912179231644 (+0.03340967595577243) | > avg_loss_0: 2.3209487438201903 (-0.005742979049682795) | > avg_loss_gen: 2.650085687637329 (+0.027334165573120295) | > avg_loss_kl: 2.0797396183013914 (-0.045173668861389515) | > avg_loss_feat: 7.897187995910644 (-0.113398933410644) | > avg_loss_mel: 14.645854568481445 (-0.2536035537719723) | > avg_loss_duration: 1.6372283935546874 (-0.0026416063308716264) | > avg_loss_1: 28.91009635925293 (-0.38748321533203267)  > EPOCH: 57/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 06:53:14)   --> TIME: 2025-02-20 06:53:32 -- STEP: 19/924 -- GLOBAL_STEP: 98550 | > loss_disc: 2.098407030105591 (2.192030379646703) | > loss_disc_real_0: 0.10060466825962067 (0.10873921686097195) | > loss_disc_real_1: 0.16156482696533203 (0.19149323827341982) | > loss_disc_real_2: 0.21234804391860962 (0.20280875657734118) | > loss_disc_real_3: 0.20726671814918518 (0.2084496829070543) | > loss_disc_real_4: 0.1744273602962494 (0.21122975882730985) | > loss_disc_real_5: 0.20756304264068604 (0.20068998007397904) | > loss_0: 2.098407030105591 (2.192030379646703) | > grad_norm_0: tensor(66.9798, device='cuda:0') (tensor(67.0239, device='cuda:0')) | > loss_gen: 3.0731112957000732 (2.8656931048945378) | > loss_kl: 2.3663747310638428 (2.244715602774369) | > loss_feat: 9.370904922485352 (8.51909085323936) | > loss_mel: 16.340105056762695 (15.151900341636257) | > loss_duration: 1.6333091259002686 (1.6091680275766473) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.78380584716797 (30.390568080701325) | > grad_norm_1: tensor(691.3288, device='cuda:0') (tensor(891.9982, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.8155 (0.8011241586584794) | > loader_time: 0.0145 (0.010357442655061421)  --> TIME: 2025-02-20 06:54:13 -- STEP: 69/924 -- GLOBAL_STEP: 98600 | > loss_disc: 2.2196502685546875 (2.2088048717250004) | > loss_disc_real_0: 0.09041593223810196 (0.11126463169205016) | > loss_disc_real_1: 0.18029439449310303 (0.19056217329225678) | > loss_disc_real_2: 0.18940114974975586 (0.20201295959776727) | > loss_disc_real_3: 0.2038063108921051 (0.2053868146478266) | > loss_disc_real_4: 0.2116674780845642 (0.21173078383224597) | > loss_disc_real_5: 0.20257091522216797 (0.2022474440543548) | > loss_0: 2.2196502685546875 (2.2088048717250004) | > grad_norm_0: tensor(64.9326, device='cuda:0') (tensor(69.8891, device='cuda:0')) | > loss_gen: 2.6088767051696777 (2.803248032279637) | > loss_kl: 2.2581212520599365 (2.2050946156183877) | > loss_feat: 8.717911720275879 (8.550336803215139) | > loss_mel: 17.395343780517578 (15.225433363430742) | > loss_duration: 1.694082498550415 (1.6211073018502498) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.67433547973633 (30.405220280522887) | > grad_norm_1: tensor(229.2668, device='cuda:0') (tensor(1046.1469, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.8129 (0.8080341055773307) | > loader_time: 0.0105 (0.01129218806391177)  --> TIME: 2025-02-20 06:54:54 -- STEP: 119/924 -- GLOBAL_STEP: 98650 | > loss_disc: 2.211394786834717 (2.2249404422375325) | > loss_disc_real_0: 0.09138982743024826 (0.11370455248265707) | > loss_disc_real_1: 0.18969647586345673 (0.19130879978672796) | > loss_disc_real_2: 0.20198453962802887 (0.20417105450349696) | > loss_disc_real_3: 0.21147878468036652 (0.2063096203222996) | > loss_disc_real_4: 0.19299741089344025 (0.2123257606720724) | > loss_disc_real_5: 0.2594882547855377 (0.20446504514758326) | > loss_0: 2.211394786834717 (2.2249404422375325) | > grad_norm_0: tensor(18.9001, device='cuda:0') (tensor(68.2792, device='cuda:0')) | > loss_gen: 2.737691879272461 (2.7972697249981535) | > loss_kl: 2.194364547729492 (2.1870737185999105) | > loss_feat: 7.5528411865234375 (8.508317606789728) | > loss_mel: 12.891694068908691 (15.192875669783906) | > loss_duration: 1.5869946479797363 (1.6212726360609553) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.963586807250977 (30.306809545565052) | > grad_norm_1: tensor(523.4384, device='cuda:0') (tensor(1041.5238, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.7632 (0.8045603387496051) | > loader_time: 0.0123 (0.011352825565498418)  --> TIME: 2025-02-20 06:55:35 -- STEP: 169/924 -- GLOBAL_STEP: 98700 | > loss_disc: 2.231581926345825 (2.225070300186879) | > loss_disc_real_0: 0.1585678905248642 (0.11560738503315746) | > loss_disc_real_1: 0.1929132491350174 (0.1905431469692987) | > loss_disc_real_2: 0.20894066989421844 (0.20296365269542446) | > loss_disc_real_3: 0.20554545521736145 (0.2063258169494437) | > loss_disc_real_4: 0.20230814814567566 (0.21188500267866797) | > loss_disc_real_5: 0.1967857927083969 (0.2039248702617792) | > loss_0: 2.231581926345825 (2.225070300186879) | > grad_norm_0: tensor(103.9271, device='cuda:0') (tensor(63.7333, device='cuda:0')) | > loss_gen: 2.8512301445007324 (2.788070042457806) | > loss_kl: 2.234636068344116 (2.183435259486088) | > loss_feat: 8.943471908569336 (8.534435988883299) | > loss_mel: 14.768476486206055 (15.303950078388644) | > loss_duration: 1.583871603012085 (1.6200094180699642) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.38168716430664 (30.42990090861123) | > grad_norm_1: tensor(1415.0245, device='cuda:0') (tensor(1069.6804, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.821 (0.804928920678133) | > loader_time: 0.0107 (0.011401510802951787)  --> TIME: 2025-02-20 06:56:16 -- STEP: 219/924 -- GLOBAL_STEP: 98750 | > loss_disc: 2.184907913208008 (2.2294084296378935) | > loss_disc_real_0: 0.10001683980226517 (0.11614153025561272) | > loss_disc_real_1: 0.20421752333641052 (0.19124623228153684) | > loss_disc_real_2: 0.20160812139511108 (0.20381741531907696) | > loss_disc_real_3: 0.23868626356124878 (0.20623668899002684) | > loss_disc_real_4: 0.23127204179763794 (0.21272111422122883) | > loss_disc_real_5: 0.22392608225345612 (0.20291191523205743) | > loss_0: 2.184907913208008 (2.2294084296378935) | > grad_norm_0: tensor(78.6935, device='cuda:0') (tensor(63.8843, device='cuda:0')) | > loss_gen: 2.9126667976379395 (2.7890308458511135) | > loss_kl: 2.1558802127838135 (2.1857569859996766) | > loss_feat: 8.515264511108398 (8.527064717523583) | > loss_mel: 14.776690483093262 (15.267925340835362) | > loss_duration: 1.6411406993865967 (1.6195249715352174) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.00164031982422 (30.389302946116825) | > grad_norm_1: tensor(1492.3097, device='cuda:0') (tensor(1032.1158, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.7498 (0.8049223586304547) | > loader_time: 0.0124 (0.011366715714267396)  --> TIME: 2025-02-20 06:56:58 -- STEP: 269/924 -- GLOBAL_STEP: 98800 | > loss_disc: 2.0181026458740234 (2.229833343215149) | > loss_disc_real_0: 0.0953647792339325 (0.11486956128178918) | > loss_disc_real_1: 0.16468371450901031 (0.19156765705147644) | > loss_disc_real_2: 0.19504357874393463 (0.20384730847351612) | > loss_disc_real_3: 0.20235136151313782 (0.20674864017165723) | > loss_disc_real_4: 0.17847411334514618 (0.2128790291268586) | > loss_disc_real_5: 0.17066369950771332 (0.20409010860334986) | > loss_0: 2.0181026458740234 (2.229833343215149) | > grad_norm_0: tensor(49.4751, device='cuda:0') (tensor(64.6315, device='cuda:0')) | > loss_gen: 2.867818593978882 (2.7836650366233617) | > loss_kl: 2.2579615116119385 (2.1850531180995088) | > loss_feat: 9.358779907226562 (8.508979029814993) | > loss_mel: 16.33700942993164 (15.211805839964) | > loss_duration: 1.6678789854049683 (1.620452222327761) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.48944854736328 (30.309955299122183) | > grad_norm_1: tensor(1243.6167, device='cuda:0') (tensor(1019.3777, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.7991 (0.8068612960191465) | > loader_time: 0.013 (0.011345895249604289)  --> TIME: 2025-02-20 06:57:39 -- STEP: 319/924 -- GLOBAL_STEP: 98850 | > loss_disc: 2.105071544647217 (2.228301406654072) | > loss_disc_real_0: 0.07359586656093597 (0.11258142738133015) | > loss_disc_real_1: 0.2423280030488968 (0.1918685168588424) | > loss_disc_real_2: 0.1790558397769928 (0.20399321639052015) | > loss_disc_real_3: 0.18990695476531982 (0.20681759831860522) | > loss_disc_real_4: 0.23843525350093842 (0.2126466847699264) | > loss_disc_real_5: 0.16002197563648224 (0.2041726947111023) | > loss_0: 2.105071544647217 (2.228301406654072) | > grad_norm_0: tensor(48.8408, device='cuda:0') (tensor(64.0513, device='cuda:0')) | > loss_gen: 2.985830545425415 (2.790605216938126) | > loss_kl: 2.2927029132843018 (2.187653486257808) | > loss_feat: 8.788444519042969 (8.512215461850538) | > loss_mel: 15.015172004699707 (15.181094124773074) | > loss_duration: 1.613905906677246 (1.6204111987146845) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.696056365966797 (30.291979505724296) | > grad_norm_1: tensor(1055.6085, device='cuda:0') (tensor(984.9056, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.8261 (0.8074210676653631) | > loader_time: 0.0112 (0.011420725281335711)  --> TIME: 2025-02-20 06:58:20 -- STEP: 369/924 -- GLOBAL_STEP: 98900 | > loss_disc: 2.2388100624084473 (2.2276315117269987) | > loss_disc_real_0: 0.18170106410980225 (0.11234016964832942) | > loss_disc_real_1: 0.19749042391777039 (0.19233165366378266) | > loss_disc_real_2: 0.19159193336963654 (0.2037758538474236) | > loss_disc_real_3: 0.22848956286907196 (0.2071272822899547) | > loss_disc_real_4: 0.21912503242492676 (0.21257726020283169) | > loss_disc_real_5: 0.20465274155139923 (0.20388617174735246) | > loss_0: 2.2388100624084473 (2.2276315117269987) | > grad_norm_0: tensor(66.3036, device='cuda:0') (tensor(63.0212, device='cuda:0')) | > loss_gen: 2.9675638675689697 (2.79126515427256) | > loss_kl: 2.29190731048584 (2.1921547518836113) | > loss_feat: 8.491617202758789 (8.502080984554956) | > loss_mel: 14.174308776855469 (15.151258763259014) | > loss_duration: 1.653665542602539 (1.620775438905732) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.57906150817871 (30.25753507123084) | > grad_norm_1: tensor(506.8054, device='cuda:0') (tensor(997.0435, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.7831 (0.8081585604970049) | > loader_time: 0.013 (0.011446036620514822)  --> TIME: 2025-02-20 06:59:02 -- STEP: 419/924 -- GLOBAL_STEP: 98950 | > loss_disc: 2.2458336353302 (2.233089843058075) | > loss_disc_real_0: 0.14654193818569183 (0.11233636325220789) | > loss_disc_real_1: 0.19142206013202667 (0.19317116615026841) | > loss_disc_real_2: 0.22939114272594452 (0.20413286414948745) | > loss_disc_real_3: 0.1737309992313385 (0.2072378222014853) | > loss_disc_real_4: 0.2259208709001541 (0.21317810791062283) | > loss_disc_real_5: 0.20290707051753998 (0.2044349749503671) | > loss_0: 2.2458336353302 (2.233089843058075) | > grad_norm_0: tensor(74.9924, device='cuda:0') (tensor(62.8491, device='cuda:0')) | > loss_gen: 2.7046427726745605 (2.7858035166109945) | > loss_kl: 2.1333420276641846 (2.188686097151906) | > loss_feat: 8.092604637145996 (8.485761616281216) | > loss_mel: 15.795358657836914 (15.163135021000313) | > loss_duration: 1.6328952312469482 (1.6204733367751498) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.358842849731445 (30.243859580137848) | > grad_norm_1: tensor(1119.6880, device='cuda:0') (tensor(984.8421, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.8188 (0.8083806555709293) | > loader_time: 0.011 (0.011442681201033486)  --> TIME: 2025-02-20 06:59:43 -- STEP: 469/924 -- GLOBAL_STEP: 99000 | > loss_disc: 2.2595438957214355 (2.237609330525023) | > loss_disc_real_0: 0.14202551543712616 (0.11402002493265087) | > loss_disc_real_1: 0.20209422707557678 (0.19345730161870217) | > loss_disc_real_2: 0.23595896363258362 (0.20441503587689233) | > loss_disc_real_3: 0.20635193586349487 (0.2076721977768168) | > loss_disc_real_4: 0.21303795278072357 (0.21327826850958218) | > loss_disc_real_5: 0.2180749922990799 (0.20461117226813144) | > loss_0: 2.2595438957214355 (2.237609330525023) | > grad_norm_0: tensor(76.0388, device='cuda:0') (tensor(63.6663, device='cuda:0')) | > loss_gen: 2.7511541843414307 (2.7826308838085834) | > loss_kl: 2.094345808029175 (2.1864897864205477) | > loss_feat: 8.399810791015625 (8.47753690910746) | > loss_mel: 14.218461990356445 (15.179714487559757) | > loss_duration: 1.659213900566101 (1.6205585429917526) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.122987747192383 (30.246930624630405) | > grad_norm_1: tensor(709.8303, device='cuda:0') (tensor(976.5305, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.8535 (0.8084438838430051) | > loader_time: 0.0129 (0.011402996872533863) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_99000.pth  --> TIME: 2025-02-20 07:00:27 -- STEP: 519/924 -- GLOBAL_STEP: 99050 | > loss_disc: 2.156956195831299 (2.2400670409891656) | > loss_disc_real_0: 0.0937877669930458 (0.11525229803916347) | > loss_disc_real_1: 0.2119370400905609 (0.1934546878514722) | > loss_disc_real_2: 0.17470666766166687 (0.20431460658364678) | > loss_disc_real_3: 0.1867869347333908 (0.2075977894497285) | > loss_disc_real_4: 0.2260422557592392 (0.21324786942933108) | > loss_disc_real_5: 0.23362113535404205 (0.20475887057868508) | > loss_0: 2.156956195831299 (2.2400670409891656) | > grad_norm_0: tensor(61.4217, device='cuda:0') (tensor(62.2875, device='cuda:0')) | > loss_gen: 2.997413158416748 (2.7843351194164887) | > loss_kl: 2.340367555618286 (2.1897222116044013) | > loss_feat: 9.005156517028809 (8.484302135790934) | > loss_mel: 16.15851402282715 (15.204233577485715) | > loss_duration: 1.669830322265625 (1.6202879459642037) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.17127990722656 (30.282881010933878) | > grad_norm_1: tensor(1439.3972, device='cuda:0') (tensor(968.8352, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.8013 (0.8094592186297526) | > loader_time: 0.0107 (0.011402925314930819)  --> TIME: 2025-02-20 07:01:08 -- STEP: 569/924 -- GLOBAL_STEP: 99100 | > loss_disc: 2.073798179626465 (2.2407690418625568) | > loss_disc_real_0: 0.09964752942323685 (0.11618926027144821) | > loss_disc_real_1: 0.17989590764045715 (0.19324797457362317) | > loss_disc_real_2: 0.20654131472110748 (0.20441818064461684) | > loss_disc_real_3: 0.20302271842956543 (0.2074637183876993) | > loss_disc_real_4: 0.1984943002462387 (0.21292246519366967) | > loss_disc_real_5: 0.1596463918685913 (0.20485391560778263) | > loss_0: 2.073798179626465 (2.2407690418625568) | > grad_norm_0: tensor(38.9716, device='cuda:0') (tensor(61.5571, device='cuda:0')) | > loss_gen: 2.93049955368042 (2.77937817783054) | > loss_kl: 2.159334421157837 (2.1841279959636726) | > loss_feat: 8.711875915527344 (8.471268021997545) | > loss_mel: 15.181461334228516 (15.199920193382217) | > loss_duration: 1.586451530456543 (1.6199882464165856) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.569622039794922 (30.254682644808852) | > grad_norm_1: tensor(1138.2515, device='cuda:0') (tensor(986.3335, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.8149 (0.8097805683558353) | > loader_time: 0.0146 (0.01140558572980347)  --> TIME: 2025-02-20 07:01:50 -- STEP: 619/924 -- GLOBAL_STEP: 99150 | > loss_disc: 2.0738296508789062 (2.23848815726926) | > loss_disc_real_0: 0.15114331245422363 (0.11572538336110036) | > loss_disc_real_1: 0.21950630843639374 (0.19285443800716678) | > loss_disc_real_2: 0.19582538306713104 (0.2041693933560889) | > loss_disc_real_3: 0.21789707243442535 (0.20737519258443687) | > loss_disc_real_4: 0.21899251639842987 (0.21301321264037404) | > loss_disc_real_5: 0.17939673364162445 (0.20484329078809901) | > loss_0: 2.0738296508789062 (2.23848815726926) | > grad_norm_0: tensor(145.4145, device='cuda:0') (tensor(62.3192, device='cuda:0')) | > loss_gen: 3.067031145095825 (2.7859654950402297) | > loss_kl: 2.16377329826355 (2.181566640710598) | > loss_feat: 9.062995910644531 (8.495030859945665) | > loss_mel: 16.138275146484375 (15.221106903618482) | > loss_duration: 1.6124986410140991 (1.6198955641424535) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.04457473754883 (30.30356546750168) | > grad_norm_1: tensor(923.6910, device='cuda:0') (tensor(982.6026, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.8114 (0.8100258572228697) | > loader_time: 0.0107 (0.011377849178283385)  --> TIME: 2025-02-20 07:02:31 -- STEP: 669/924 -- GLOBAL_STEP: 99200 | > loss_disc: 2.218348741531372 (2.2372697499122696) | > loss_disc_real_0: 0.06655488908290863 (0.11573563081801203) | > loss_disc_real_1: 0.23415561020374298 (0.19263070431970877) | > loss_disc_real_2: 0.1982034295797348 (0.20400970864634504) | > loss_disc_real_3: 0.19753074645996094 (0.20703300463957286) | > loss_disc_real_4: 0.24736863374710083 (0.21283264709873223) | > loss_disc_real_5: 0.21294564008712769 (0.20465779934852477) | > loss_0: 2.218348741531372 (2.2372697499122696) | > grad_norm_0: tensor(117.5957, device='cuda:0') (tensor(62.6611, device='cuda:0')) | > loss_gen: 3.1146583557128906 (2.7854557910485847) | > loss_kl: 2.3941876888275146 (2.179447544351641) | > loss_feat: 9.739102363586426 (8.50249061028519) | > loss_mel: 16.79327392578125 (15.232994939179694) | > loss_duration: 1.5705513954162598 (1.6192287053406162) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.61177444458008 (30.31961759501686) | > grad_norm_1: tensor(1654.1030, device='cuda:0') (tensor(1001.2497, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.7706 (0.8100728981519847) | > loader_time: 0.0092 (0.01137933887886537)  --> TIME: 2025-02-20 07:03:13 -- STEP: 719/924 -- GLOBAL_STEP: 99250 | > loss_disc: 2.118980646133423 (2.236695890963825) | > loss_disc_real_0: 0.057520970702171326 (0.11581823708015454) | > loss_disc_real_1: 0.18888713419437408 (0.19252753023560756) | > loss_disc_real_2: 0.23133669793605804 (0.20396035188428202) | > loss_disc_real_3: 0.20026792585849762 (0.2071343403159329) | > loss_disc_real_4: 0.17961595952510834 (0.21288534281814211) | > loss_disc_real_5: 0.22354750335216522 (0.20450989298926614) | > loss_0: 2.118980646133423 (2.236695890963825) | > grad_norm_0: tensor(31.4580, device='cuda:0') (tensor(63.7266, device='cuda:0')) | > loss_gen: 2.945591688156128 (2.7882692478959843) | > loss_kl: 2.2829954624176025 (2.181370870957619) | > loss_feat: 9.424154281616211 (8.505146390705342) | > loss_mel: 16.01366424560547 (15.24092944440987) | > loss_duration: 1.5827562808990479 (1.6189305863559507) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.24916076660156 (30.33464656983695) | > grad_norm_1: tensor(723.0344, device='cuda:0') (tensor(1001.6094, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.8105 (0.810485195218273) | > loader_time: 0.0104 (0.01139885460716958)  --> TIME: 2025-02-20 07:03:54 -- STEP: 769/924 -- GLOBAL_STEP: 99300 | > loss_disc: 2.2943813800811768 (2.235814421632664) | > loss_disc_real_0: 0.15224413573741913 (0.1157659181382783) | > loss_disc_real_1: 0.22342947125434875 (0.19232933732871121) | > loss_disc_real_2: 0.25250712037086487 (0.20386045357340785) | > loss_disc_real_3: 0.24809560179710388 (0.20707215204040472) | > loss_disc_real_4: 0.2099393904209137 (0.21278298966906312) | > loss_disc_real_5: 0.20043455064296722 (0.2045389041595249) | > loss_0: 2.2943813800811768 (2.235814421632664) | > grad_norm_0: tensor(88.5137, device='cuda:0') (tensor(63.2530, device='cuda:0')) | > loss_gen: 2.852792739868164 (2.7871637276152175) | > loss_kl: 2.078216075897217 (2.1776035114134555) | > loss_feat: 8.356439590454102 (8.507335211427682) | > loss_mel: 15.8519287109375 (15.2501793192949) | > loss_duration: 1.6116293668746948 (1.61904709422852) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.751007080078125 (30.341328917306168) | > grad_norm_1: tensor(1821.8086, device='cuda:0') (tensor(1013.1733, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.8177 (0.8107446700295792) | > loader_time: 0.0111 (0.011401360614712119)  --> TIME: 2025-02-20 07:04:36 -- STEP: 819/924 -- GLOBAL_STEP: 99350 | > loss_disc: 2.264544725418091 (2.239160546744116) | > loss_disc_real_0: 0.11620952934026718 (0.11674846000105177) | > loss_disc_real_1: 0.15735706686973572 (0.19238597147339578) | > loss_disc_real_2: 0.1819668561220169 (0.20390918981897949) | > loss_disc_real_3: 0.23162150382995605 (0.2073810738084954) | > loss_disc_real_4: 0.20374758541584015 (0.21301219043786998) | > loss_disc_real_5: 0.20788396894931793 (0.2047054436653671) | > loss_0: 2.264544725418091 (2.239160546744116) | > grad_norm_0: tensor(55.4473, device='cuda:0') (tensor(63.4981, device='cuda:0')) | > loss_gen: 2.5436182022094727 (2.786343984697037) | > loss_kl: 2.318809986114502 (2.1744217069157754) | > loss_feat: 7.391196250915527 (8.50234185150109) | > loss_mel: 14.370275497436523 (15.244300386990087) | > loss_duration: 1.60886549949646 (1.618793632812408) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.23276710510254 (30.326201621720493) | > grad_norm_1: tensor(1477.6093, device='cuda:0') (tensor(1011.6417, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.8155 (0.81063864461086) | > loader_time: 0.0114 (0.011380370865520245)  --> TIME: 2025-02-20 07:05:17 -- STEP: 869/924 -- GLOBAL_STEP: 99400 | > loss_disc: 2.1811935901641846 (2.239121312239091) | > loss_disc_real_0: 0.09795695543289185 (0.11655338235002254) | > loss_disc_real_1: 0.18489454686641693 (0.19229408457309388) | > loss_disc_real_2: 0.18829958140850067 (0.20388096809318604) | > loss_disc_real_3: 0.20404604077339172 (0.2076981258680412) | > loss_disc_real_4: 0.18259145319461823 (0.21304001183312285) | > loss_disc_real_5: 0.20093455910682678 (0.20470317989004777) | > loss_0: 2.1811935901641846 (2.239121312239091) | > grad_norm_0: tensor(42.0823, device='cuda:0') (tensor(63.0929, device='cuda:0')) | > loss_gen: 2.8394055366516113 (2.7837421770611623) | > loss_kl: 2.3044333457946777 (2.176322164003264) | > loss_feat: 8.311902046203613 (8.497137131707442) | > loss_mel: 15.212390899658203 (15.234115096861524) | > loss_duration: 1.6002980470657349 (1.618600812550931) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.268428802490234 (30.30991744775629) | > grad_norm_1: tensor(875.5662, device='cuda:0') (tensor(1014.5942, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.8111 (0.8110941781547728) | > loader_time: 0.0117 (0.011376737862379555)  --> TIME: 2025-02-20 07:05:58 -- STEP: 919/924 -- GLOBAL_STEP: 99450 | > loss_disc: 2.4920578002929688 (2.2365302157479867) | > loss_disc_real_0: 0.08020803332328796 (0.1156518625356946) | > loss_disc_real_1: 0.22720560431480408 (0.19236544693969151) | > loss_disc_real_2: 0.18730877339839935 (0.20378104578683362) | > loss_disc_real_3: 0.1684667021036148 (0.20741883215369808) | > loss_disc_real_4: 0.18807418644428253 (0.2128568984187077) | > loss_disc_real_5: 0.17174360156059265 (0.20451928861641916) | > loss_0: 2.4920578002929688 (2.2365302157479867) | > grad_norm_0: tensor(41.5594, device='cuda:0') (tensor(62.9787, device='cuda:0')) | > loss_gen: 2.3601527214050293 (2.787661739739552) | > loss_kl: 1.976574420928955 (2.176241287209653) | > loss_feat: 7.485594272613525 (8.508732622933207) | > loss_mel: 15.281136512756348 (15.238596847708514) | > loss_duration: 1.604382872581482 (1.6179039550943146) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.707841873168945 (30.32913652364006) | > grad_norm_1: tensor(973.6755, device='cuda:0') (tensor(1004.4113, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.8075 (0.8106754879437797) | > loader_time: 0.0107 (0.011347288405674711)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1446475982666016 (2.1446475982666016) | > loss_disc_real_0: 0.055552881211042404 (0.055552881211042404) | > loss_disc_real_1: 0.21429675817489624 (0.21429675817489624) | > loss_disc_real_2: 0.23935581743717194 (0.23935581743717194) | > loss_disc_real_3: 0.21452373266220093 (0.21452373266220093) | > loss_disc_real_4: 0.21630892157554626 (0.21630892157554626) | > loss_disc_real_5: 0.16713936626911163 (0.16713936626911163) | > loss_0: 2.1446475982666016 (2.1446475982666016) | > loss_gen: 2.752746105194092 (2.752746105194092) | > loss_kl: 1.9691290855407715 (1.9691290855407715) | > loss_feat: 8.293542861938477 (8.293542861938477) | > loss_mel: 14.055164337158203 (14.055164337158203) | > loss_duration: 1.6624939441680908 (1.6624939441680908) | > loss_1: 28.733078002929688 (28.733078002929688)  --> STEP: 1 | > loss_disc: 2.107065200805664 (2.107065200805664) | > loss_disc_real_0: 0.062279459089040756 (0.062279459089040756) | > loss_disc_real_1: 0.21428991854190826 (0.21428991854190826) | > loss_disc_real_2: 0.23698017001152039 (0.23698017001152039) | > loss_disc_real_3: 0.23039579391479492 (0.23039579391479492) | > loss_disc_real_4: 0.2336474359035492 (0.2336474359035492) | > loss_disc_real_5: 0.19789843261241913 (0.19789843261241913) | > loss_0: 2.107065200805664 (2.107065200805664) | > loss_gen: 2.9447996616363525 (2.9447996616363525) | > loss_kl: 2.0810835361480713 (2.0810835361480713) | > loss_feat: 8.226218223571777 (8.226218223571777) | > loss_mel: 13.732752799987793 (13.732752799987793) | > loss_duration: 1.6701229810714722 (1.6701229810714722) | > loss_1: 28.65497589111328 (28.65497589111328)  --> STEP: 2 | > loss_disc: 2.1445226669311523 (2.125793933868408) | > loss_disc_real_0: 0.04852856323122978 (0.05540401116013527) | > loss_disc_real_1: 0.2168809026479721 (0.21558541059494019) | > loss_disc_real_2: 0.25318047404289246 (0.24508032202720642) | > loss_disc_real_3: 0.24620063602924347 (0.2382982149720192) | > loss_disc_real_4: 0.22751179337501526 (0.23057961463928223) | > loss_disc_real_5: 0.19104893505573273 (0.19447368383407593) | > loss_0: 2.1445226669311523 (2.125793933868408) | > loss_gen: 2.9665005207061768 (2.9556500911712646) | > loss_kl: 2.039496660232544 (2.0602900981903076) | > loss_feat: 9.425426483154297 (8.825822353363037) | > loss_mel: 14.977538108825684 (14.355145454406738) | > loss_duration: 1.5640747547149658 (1.617098867893219) | > loss_1: 30.973037719726562 (29.814006805419922)  --> STEP: 3 | > loss_disc: 2.0746054649353027 (2.1087311108907065) | > loss_disc_real_0: 0.04179665818810463 (0.050868226836125054) | > loss_disc_real_1: 0.2342139035463333 (0.22179490824540457) | > loss_disc_real_2: 0.2707727253437042 (0.253644456466039) | > loss_disc_real_3: 0.22070486843585968 (0.2324337661266327) | > loss_disc_real_4: 0.22645732760429382 (0.22920551896095276) | > loss_disc_real_5: 0.19488142430782318 (0.194609597325325) | > loss_0: 2.0746054649353027 (2.1087311108907065) | > loss_gen: 3.1897592544555664 (3.0336864789326987) | > loss_kl: 2.2490410804748535 (2.1232070922851562) | > loss_feat: 9.3094482421875 (8.987030982971191) | > loss_mel: 16.127702713012695 (14.945997873942057) | > loss_duration: 1.6528502702713013 (1.6290160020192463) | > loss_1: 32.52880096435547 (30.71893819173177)  --> STEP: 4 | > loss_disc: 2.14371657371521 (2.1174774765968323) | > loss_disc_real_0: 0.04959306865930557 (0.050549437291920185) | > loss_disc_real_1: 0.23123952746391296 (0.22415606305003166) | > loss_disc_real_2: 0.261666864156723 (0.25565005838871) | > loss_disc_real_3: 0.2207413613796234 (0.22951066493988037) | > loss_disc_real_4: 0.21743452548980713 (0.22626277059316635) | > loss_disc_real_5: 0.17358331382274628 (0.18935302644968033) | > loss_0: 2.14371657371521 (2.1174774765968323) | > loss_gen: 2.856739044189453 (2.989449620246887) | > loss_kl: 1.9185771942138672 (2.072049617767334) | > loss_feat: 8.074199676513672 (8.758823156356812) | > loss_mel: 14.506648063659668 (14.83616042137146) | > loss_duration: 1.7394225597381592 (1.6566176414489746) | > loss_1: 29.095584869384766 (30.31309986114502)  --> STEP: 5 | > loss_disc: 2.0765397548675537 (2.1092899322509764) | > loss_disc_real_0: 0.04076041281223297 (0.04859163239598274) | > loss_disc_real_1: 0.25093966722488403 (0.22951278388500213) | > loss_disc_real_2: 0.19063155353069305 (0.24264635741710663) | > loss_disc_real_3: 0.3091226816177368 (0.24543306827545167) | > loss_disc_real_4: 0.1732959747314453 (0.21566941142082213) | > loss_disc_real_5: 0.11350057274103165 (0.1741825357079506) | > loss_0: 2.0765397548675537 (2.1092899322509764) | > loss_gen: 2.8514368534088135 (2.9618470668792725) | > loss_kl: 1.624503254890442 (1.9825403451919557) | > loss_feat: 8.102937698364258 (8.6276460647583) | > loss_mel: 14.177558898925781 (14.704440116882324) | > loss_duration: 1.5195584297180176 (1.6292057991027833) | > loss_1: 28.27599334716797 (29.90567855834961) --> EVAL PERFORMANCE | > avg_loader_time: 0.15366168022155763 (+0.0006409645080566462) | > avg_loss_disc: 2.1092899322509764 (-0.21165881156921396) | > avg_loss_disc_real_0: 0.04859163239598274 (-0.10898134633898734) | > avg_loss_disc_real_1: 0.22951278388500213 (+0.03379761278629301) | > avg_loss_disc_real_2: 0.24264635741710663 (+0.050329396128654474) | > avg_loss_disc_real_3: 0.24543306827545167 (+0.01560412347316742) | > avg_loss_disc_real_4: 0.21566941142082213 (+0.005085664987564076) | > avg_loss_disc_real_5: 0.1741825357079506 (-0.0776086822152138) | > avg_loss_0: 2.1092899322509764 (-0.21165881156921396) | > avg_loss_gen: 2.9618470668792725 (+0.31176137924194336) | > avg_loss_kl: 1.9825403451919557 (-0.09719927310943577) | > avg_loss_feat: 8.6276460647583 (+0.7304580688476561) | > avg_loss_mel: 14.704440116882324 (+0.05858554840087926) | > avg_loss_duration: 1.6292057991027833 (-0.00802259445190412) | > avg_loss_1: 29.90567855834961 (+0.9955821990966811)  > EPOCH: 58/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 07:06:10)   --> TIME: 2025-02-20 07:06:49 -- STEP: 45/924 -- GLOBAL_STEP: 99500 | > loss_disc: 2.158720016479492 (2.2572489897410075) | > loss_disc_real_0: 0.0663253515958786 (0.11245725924770038) | > loss_disc_real_1: 0.19277149438858032 (0.1922092013888889) | > loss_disc_real_2: 0.1848197877407074 (0.20592881010638342) | > loss_disc_real_3: 0.21011587977409363 (0.20812284449736276) | > loss_disc_real_4: 0.21602007746696472 (0.21394759747717115) | > loss_disc_real_5: 0.20391063392162323 (0.20964254736900328) | > loss_0: 2.158720016479492 (2.2572489897410075) | > grad_norm_0: tensor(32.6045, device='cuda:0') (tensor(59.6515, device='cuda:0')) | > loss_gen: 2.8631293773651123 (2.7556891441345215) | > loss_kl: 1.9469149112701416 (2.153554696506924) | > loss_feat: 7.969114780426025 (8.389371172587074) | > loss_mel: 15.384056091308594 (15.17831473880344) | > loss_duration: 1.6019649505615234 (1.6146292765935262) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.765180587768555 (30.091558965047202) | > grad_norm_1: tensor(833.4684, device='cuda:0') (tensor(1052.4314, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.8249 (0.8058087560865614) | > loader_time: 0.011 (0.011295811335245768)  --> TIME: 2025-02-20 07:07:30 -- STEP: 95/924 -- GLOBAL_STEP: 99550 | > loss_disc: 2.309643030166626 (2.2451833172848352) | > loss_disc_real_0: 0.11682824045419693 (0.11340321349470239) | > loss_disc_real_1: 0.16413521766662598 (0.19239568647585417) | > loss_disc_real_2: 0.17787733674049377 (0.20589082648879603) | > loss_disc_real_3: 0.21029606461524963 (0.20858135207703238) | > loss_disc_real_4: 0.21340642869472504 (0.21399194739366834) | > loss_disc_real_5: 0.21963132917881012 (0.2059144460841229) | > loss_0: 2.309643030166626 (2.2451833172848352) | > grad_norm_0: tensor(102.7908, device='cuda:0') (tensor(61.9990, device='cuda:0')) | > loss_gen: 2.708885908126831 (2.7738972538395936) | > loss_kl: 2.2351527214050293 (2.1421864873484577) | > loss_feat: 8.366884231567383 (8.499999046325684) | > loss_mel: 14.82071590423584 (15.269544119583934) | > loss_duration: 1.60047447681427 (1.6167960806896813) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.732112884521484 (30.302422935084294) | > grad_norm_1: tensor(910.5330, device='cuda:0') (tensor(983.6024, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.7539 (0.8059910473070646) | > loader_time: 0.0091 (0.011409172258879014)  --> TIME: 2025-02-20 07:08:11 -- STEP: 145/924 -- GLOBAL_STEP: 99600 | > loss_disc: 2.1528048515319824 (2.229664475342323) | > loss_disc_real_0: 0.0778413787484169 (0.10861827320065993) | > loss_disc_real_1: 0.17812302708625793 (0.19242771740617423) | > loss_disc_real_2: 0.18045920133590698 (0.20556231315793666) | > loss_disc_real_3: 0.2238718569278717 (0.20784324880304006) | > loss_disc_real_4: 0.21456344425678253 (0.21339811703254438) | > loss_disc_real_5: 0.21349401772022247 (0.20409648284829895) | > loss_0: 2.1528048515319824 (2.229664475342323) | > grad_norm_0: tensor(58.8462, device='cuda:0') (tensor(61.1410, device='cuda:0')) | > loss_gen: 2.9153919219970703 (2.792059360701463) | > loss_kl: 2.172726631164551 (2.1545055973118763) | > loss_feat: 8.24886703491211 (8.5523480185147) | > loss_mel: 15.448453903198242 (15.275916513903388) | > loss_duration: 1.5971440076828003 (1.6182203613478563) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.382583618164062 (30.393049753123318) | > grad_norm_1: tensor(936.8685, device='cuda:0') (tensor(1007.1306, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.811 (0.8051502112684579) | > loader_time: 0.0102 (0.011387267606011756)  --> TIME: 2025-02-20 07:08:53 -- STEP: 195/924 -- GLOBAL_STEP: 99650 | > loss_disc: 2.330352783203125 (2.2225454727808645) | > loss_disc_real_0: 0.19473664462566376 (0.10814594691380476) | > loss_disc_real_1: 0.20445895195007324 (0.19234463817034017) | > loss_disc_real_2: 0.22978052496910095 (0.2057336493180349) | > loss_disc_real_3: 0.19569842517375946 (0.2066861997812222) | > loss_disc_real_4: 0.1806931346654892 (0.21286843579549056) | > loss_disc_real_5: 0.23769009113311768 (0.20197034462904315) | > loss_0: 2.330352783203125 (2.2225454727808645) | > grad_norm_0: tensor(108.4408, device='cuda:0') (tensor(63.7643, device='cuda:0')) | > loss_gen: 2.7631263732910156 (2.816433780621261) | > loss_kl: 2.1677796840667725 (2.152495617132922) | > loss_feat: 7.478814125061035 (8.62775460267678) | > loss_mel: 14.73440170288086 (15.349813842773438) | > loss_duration: 1.6401969194412231 (1.6152808525623419) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.784320831298828 (30.561778689653444) | > grad_norm_1: tensor(384.4559, device='cuda:0') (tensor(975.3547, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.8142 (0.8096789898016514) | > loader_time: 0.0108 (0.011377741740300111)  --> TIME: 2025-02-20 07:09:35 -- STEP: 245/924 -- GLOBAL_STEP: 99700 | > loss_disc: 2.0498716831207275 (2.2216012745487466) | > loss_disc_real_0: 0.08792928606271744 (0.10699739436409911) | > loss_disc_real_1: 0.1971447467803955 (0.19262351728215513) | > loss_disc_real_2: 0.18815723061561584 (0.20541342892208883) | > loss_disc_real_3: 0.1571662425994873 (0.20631598234176635) | > loss_disc_real_4: 0.1589023917913437 (0.21282541830928958) | > loss_disc_real_5: 0.18667244911193848 (0.20171263935614603) | > loss_0: 2.0498716831207275 (2.2216012745487466) | > grad_norm_0: tensor(82.2967, device='cuda:0') (tensor(61.9496, device='cuda:0')) | > loss_gen: 3.0048608779907227 (2.808096865245275) | > loss_kl: 2.252344846725464 (2.1513523442404625) | > loss_feat: 9.446475982666016 (8.603456791079767) | > loss_mel: 15.952269554138184 (15.308478884794274) | > loss_duration: 1.6281554698944092 (1.6163446153913226) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.28410720825195 (30.487729504643653) | > grad_norm_1: tensor(1264.5946, device='cuda:0') (tensor(985.0092, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.8168 (0.8105714613077591) | > loader_time: 0.0136 (0.011362283083857328)  --> TIME: 2025-02-20 07:10:16 -- STEP: 295/924 -- GLOBAL_STEP: 99750 | > loss_disc: 2.2861289978027344 (2.223778554544612) | > loss_disc_real_0: 0.1269637495279312 (0.10980450358178656) | > loss_disc_real_1: 0.1993628293275833 (0.19216359414286538) | > loss_disc_real_2: 0.18415984511375427 (0.20523885458202687) | > loss_disc_real_3: 0.2080708146095276 (0.20636162591182583) | > loss_disc_real_4: 0.21434007585048676 (0.21258719856456174) | > loss_disc_real_5: 0.21529227495193481 (0.20147254396293113) | > loss_0: 2.2861289978027344 (2.223778554544612) | > grad_norm_0: tensor(40.3535, device='cuda:0') (tensor(63.6933, device='cuda:0')) | > loss_gen: 2.5448989868164062 (2.805049161587731) | > loss_kl: 2.0502188205718994 (2.1428304272182928) | > loss_feat: 7.289055347442627 (8.572436020737982) | > loss_mel: 13.399879455566406 (15.283375953415693) | > loss_duration: 1.6019518375396729 (1.616441608283479) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.886005401611328 (30.420133170434983) | > grad_norm_1: tensor(929.1832, device='cuda:0') (tensor(999.6877, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.8219 (0.810679525440022) | > loader_time: 0.0114 (0.01131573208307816)  --> TIME: 2025-02-20 07:10:58 -- STEP: 345/924 -- GLOBAL_STEP: 99800 | > loss_disc: 2.260054588317871 (2.2243414744086887) | > loss_disc_real_0: 0.13561172783374786 (0.11111718362224275) | > loss_disc_real_1: 0.2007668912410736 (0.19170822842397556) | > loss_disc_real_2: 0.2059047967195511 (0.20481634619443312) | > loss_disc_real_3: 0.24125461280345917 (0.20638873067455016) | > loss_disc_real_4: 0.23381029069423676 (0.21253953830919403) | > loss_disc_real_5: 0.20617862045764923 (0.2012283082889473) | > loss_0: 2.260054588317871 (2.2243414744086887) | > grad_norm_0: tensor(45.9503, device='cuda:0') (tensor(64.5244, device='cuda:0')) | > loss_gen: 2.6901307106018066 (2.804573510349661) | > loss_kl: 2.4801650047302246 (2.14705634324447) | > loss_feat: 7.996272563934326 (8.56219581382861) | > loss_mel: 14.86165714263916 (15.297415139018625) | > loss_duration: 1.6471344232559204 (1.6165268493735272) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.67535972595215 (30.427767690022787) | > grad_norm_1: tensor(1459.8450, device='cuda:0') (tensor(997.4968, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.8324 (0.8117703036985531) | > loader_time: 0.0111 (0.011373607663140772)  --> TIME: 2025-02-20 07:11:39 -- STEP: 395/924 -- GLOBAL_STEP: 99850 | > loss_disc: 2.3412868976593018 (2.223497546171838) | > loss_disc_real_0: 0.13904504477977753 (0.11209439994602263) | > loss_disc_real_1: 0.20621168613433838 (0.19154883276058152) | > loss_disc_real_2: 0.22331129014492035 (0.2044517592916006) | > loss_disc_real_3: 0.21717169880867004 (0.20619214346891718) | > loss_disc_real_4: 0.20083267986774445 (0.21232567874691155) | > loss_disc_real_5: 0.21725310385227203 (0.20085501791555663) | > loss_0: 2.3412868976593018 (2.223497546171838) | > grad_norm_0: tensor(67.0562, device='cuda:0') (tensor(65.3262, device='cuda:0')) | > loss_gen: 2.659446954727173 (2.805475002602687) | > loss_kl: 2.414577007293701 (2.15205462280708) | > loss_feat: 8.178787231445312 (8.574247595630103) | > loss_mel: 15.953019142150879 (15.315285984473892) | > loss_duration: 1.5939645767211914 (1.6166576983053473) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.799793243408203 (30.463720939732806) | > grad_norm_1: tensor(633.6128, device='cuda:0') (tensor(1014.1778, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.8333 (0.8116563338267648) | > loader_time: 0.0143 (0.01134771576410607)  --> TIME: 2025-02-20 07:12:20 -- STEP: 445/924 -- GLOBAL_STEP: 99900 | > loss_disc: 2.028160810470581 (2.218946192237765) | > loss_disc_real_0: 0.09846917539834976 (0.11029202178790329) | > loss_disc_real_1: 0.17172425985336304 (0.19170077329271298) | > loss_disc_real_2: 0.16909824311733246 (0.20405983439322267) | > loss_disc_real_3: 0.17427338659763336 (0.2059311916319172) | > loss_disc_real_4: 0.20150813460350037 (0.21221372917127074) | > loss_disc_real_5: 0.1369372010231018 (0.2005239378535345) | > loss_0: 2.028160810470581 (2.218946192237765) | > grad_norm_0: tensor(47.8270, device='cuda:0') (tensor(64.5010, device='cuda:0')) | > loss_gen: 2.940870523452759 (2.8091543851273792) | > loss_kl: 2.139035224914551 (2.1528714632720094) | > loss_feat: 9.574092864990234 (8.584153776490265) | > loss_mel: 15.272306442260742 (15.302176216211212) | > loss_duration: 1.5896449089050293 (1.6163449630308686) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.51595115661621 (30.464700861727255) | > grad_norm_1: tensor(484.9956, device='cuda:0') (tensor(1007.1162, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.8202 (0.8114841530832009) | > loader_time: 0.0109 (0.011278439639659407)  --> TIME: 2025-02-20 07:13:02 -- STEP: 495/924 -- GLOBAL_STEP: 99950 | > loss_disc: 2.143148899078369 (2.2177370712010527) | > loss_disc_real_0: 0.1302030235528946 (0.10946032904615306) | > loss_disc_real_1: 0.18572184443473816 (0.19188337190584706) | > loss_disc_real_2: 0.19295072555541992 (0.20416826918871717) | > loss_disc_real_3: 0.17555318772792816 (0.2057285228762964) | > loss_disc_real_4: 0.22440478205680847 (0.2123125604005775) | > loss_disc_real_5: 0.18288202583789825 (0.20086349342206505) | > loss_0: 2.143148899078369 (2.2177370712010527) | > grad_norm_0: tensor(36.8304, device='cuda:0') (tensor(63.7744, device='cuda:0')) | > loss_gen: 2.892693042755127 (2.8104078114634823) | > loss_kl: 2.2100439071655273 (2.1537902759783196) | > loss_feat: 9.041563034057617 (8.579620465365293) | > loss_mel: 14.30858325958252 (15.288906640717478) | > loss_duration: 1.608068823814392 (1.6162890614885272) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.060951232910156 (30.4490143130524) | > grad_norm_1: tensor(740.2506, device='cuda:0') (tensor(1006.1376, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.7786 (0.8127585324374109) | > loader_time: 0.0097 (0.01132052305972937)  --> TIME: 2025-02-20 07:13:44 -- STEP: 545/924 -- GLOBAL_STEP: 100000 | > loss_disc: 2.0006790161132812 (2.215464870207899) | > loss_disc_real_0: 0.06765628606081009 (0.10889974279551333) | > loss_disc_real_1: 0.21046791970729828 (0.1920303317658398) | > loss_disc_real_2: 0.19266442954540253 (0.20402474488140243) | > loss_disc_real_3: 0.18762025237083435 (0.2054831599150229) | > loss_disc_real_4: 0.19184736907482147 (0.21187652415091837) | > loss_disc_real_5: 0.1702016294002533 (0.2006616496164864) | > loss_0: 2.0006790161132812 (2.215464870207899) | > grad_norm_0: tensor(34.6696, device='cuda:0') (tensor(63.6183, device='cuda:0')) | > loss_gen: 3.0367989540100098 (2.8120033176667105) | > loss_kl: 2.213343381881714 (2.15399018296408) | > loss_feat: 9.610795974731445 (8.580933365253102) | > loss_mel: 15.745604515075684 (15.283188520659001) | > loss_duration: 1.5930074453353882 (1.6163148919376755) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.19955062866211 (30.446430325289384) | > grad_norm_1: tensor(688.7269, device='cuda:0') (tensor(1001.9055, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.7849 (0.8125909052857562) | > loader_time: 0.0127 (0.011317579899359186) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_100000.pth  --> TIME: 2025-02-20 07:14:28 -- STEP: 595/924 -- GLOBAL_STEP: 100050 | > loss_disc: 2.3428544998168945 (2.21385313202353) | > loss_disc_real_0: 0.19607241451740265 (0.10815083747651397) | > loss_disc_real_1: 0.23463834822177887 (0.19208433219865584) | > loss_disc_real_2: 0.22919553518295288 (0.20404287817097508) | > loss_disc_real_3: 0.23203535377979279 (0.20557483066530788) | > loss_disc_real_4: 0.20056955516338348 (0.21202564041654598) | > loss_disc_real_5: 0.21793201565742493 (0.20060713862170684) | > loss_0: 2.3428544998168945 (2.21385313202353) | > grad_norm_0: tensor(162.5883, device='cuda:0') (tensor(63.5941, device='cuda:0')) | > loss_gen: 2.68261981010437 (2.81434953553336) | > loss_kl: 2.0145955085754395 (2.1531760315935147) | > loss_feat: 8.000450134277344 (8.593499949799838) | > loss_mel: 14.736188888549805 (15.2957839356751) | > loss_duration: 1.6506221294403076 (1.615743286870107) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.084474563598633 (30.47255277874089) | > grad_norm_1: tensor(1292.9025, device='cuda:0') (tensor(1003.6998, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.7913 (0.8125900729363703) | > loader_time: 0.0128 (0.011352071040818675)  --> TIME: 2025-02-20 07:15:09 -- STEP: 645/924 -- GLOBAL_STEP: 100100 | > loss_disc: 2.133998394012451 (2.211997560197991) | > loss_disc_real_0: 0.06476933509111404 (0.107365340554668) | > loss_disc_real_1: 0.193593367934227 (0.19191945620285447) | > loss_disc_real_2: 0.18043434619903564 (0.20378923446171038) | > loss_disc_real_3: 0.2127346694469452 (0.20563294011955113) | > loss_disc_real_4: 0.19662751257419586 (0.2121218672325444) | > loss_disc_real_5: 0.2094302624464035 (0.20070060221261757) | > loss_0: 2.133998394012451 (2.211997560197991) | > grad_norm_0: tensor(53.8268, device='cuda:0') (tensor(63.1849, device='cuda:0')) | > loss_gen: 2.891122579574585 (2.815627639977508) | > loss_kl: 2.343966484069824 (2.1588532410850814) | > loss_feat: 9.155172348022461 (8.59837540249489) | > loss_mel: 16.50811767578125 (15.298570900554806) | > loss_duration: 1.657822847366333 (1.615465880364411) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.55620193481445 (30.486893093493556) | > grad_norm_1: tensor(637.3482, device='cuda:0') (tensor(996.8862, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.8009 (0.8126178231350213) | > loader_time: 0.0102 (0.011345861494079125)  --> TIME: 2025-02-20 07:15:50 -- STEP: 695/924 -- GLOBAL_STEP: 100150 | > loss_disc: 2.292527675628662 (2.215074189446813) | > loss_disc_real_0: 0.08908574283123016 (0.1081257225905391) | > loss_disc_real_1: 0.21197913587093353 (0.19235087435880152) | > loss_disc_real_2: 0.22168216109275818 (0.2038317800854607) | > loss_disc_real_3: 0.2370055764913559 (0.20600191354751587) | > loss_disc_real_4: 0.18254855275154114 (0.21224869547559194) | > loss_disc_real_5: 0.2261875420808792 (0.20094618632210245) | > loss_0: 2.292527675628662 (2.215074189446813) | > grad_norm_0: tensor(41.4217, device='cuda:0') (tensor(63.7402, device='cuda:0')) | > loss_gen: 2.689253330230713 (2.8139472415978966) | > loss_kl: 2.2688260078430176 (2.159927437459822) | > loss_feat: 8.047983169555664 (8.593446247183136) | > loss_mel: 14.622581481933594 (15.29574732471713) | > loss_duration: 1.614426612854004 (1.6151667576042015) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.24306869506836 (30.478235038921987) | > grad_norm_1: tensor(904.6674, device='cuda:0') (tensor(993.9234, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.8143 (0.8127298132121136) | > loader_time: 0.0138 (0.011358854581983838)  --> TIME: 2025-02-20 07:16:33 -- STEP: 745/924 -- GLOBAL_STEP: 100200 | > loss_disc: 2.0527753829956055 (2.215279969112985) | > loss_disc_real_0: 0.16534091532230377 (0.10878317196597188) | > loss_disc_real_1: 0.18112075328826904 (0.19236298297475649) | > loss_disc_real_2: 0.19875995814800262 (0.20368390377335896) | > loss_disc_real_3: 0.18696328997612 (0.20590262028994977) | > loss_disc_real_4: 0.20401933789253235 (0.2121391852630064) | > loss_disc_real_5: 0.19022464752197266 (0.20106436034176975) | > loss_0: 2.0527753829956055 (2.215279969112985) | > grad_norm_0: tensor(69.6687, device='cuda:0') (tensor(64.3683, device='cuda:0')) | > loss_gen: 2.9369256496429443 (2.814224863372393) | > loss_kl: 2.009476661682129 (2.159352926759913) | > loss_feat: 9.285537719726562 (8.599258507978176) | > loss_mel: 15.870282173156738 (15.317820221305693) | > loss_duration: 1.6147018671035767 (1.614820301292727) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.7169246673584 (30.50547685303144) | > grad_norm_1: tensor(1245.6343, device='cuda:0') (tensor(1002.3135, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.8444 (0.8136183530692288) | > loader_time: 0.014 (0.011355874682432862)  --> TIME: 2025-02-20 07:17:14 -- STEP: 795/924 -- GLOBAL_STEP: 100250 | > loss_disc: 2.3515825271606445 (2.2165585951235323) | > loss_disc_real_0: 0.07597794383764267 (0.10956433397137894) | > loss_disc_real_1: 0.20185601711273193 (0.19241959358911095) | > loss_disc_real_2: 0.1888042390346527 (0.20359274345748826) | > loss_disc_real_3: 0.20900556445121765 (0.205919371254789) | > loss_disc_real_4: 0.2263660579919815 (0.21208229942141832) | > loss_disc_real_5: 0.21404200792312622 (0.20097627263024168) | > loss_0: 2.3515825271606445 (2.2165585951235323) | > grad_norm_0: tensor(65.3983, device='cuda:0') (tensor(64.6194, device='cuda:0')) | > loss_gen: 2.5611355304718018 (2.8113406646176706) | > loss_kl: 2.0615055561065674 (2.1601124523570707) | > loss_feat: 9.258210182189941 (8.59554104475104) | > loss_mel: 16.66969871520996 (15.327215437019396) | > loss_duration: 1.5823272466659546 (1.6152209889213998) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.132877349853516 (30.509430615407116) | > grad_norm_1: tensor(308.6588, device='cuda:0') (tensor(1011.1643, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.8684 (0.8135725714125724) | > loader_time: 0.0141 (0.011369412500153556)  --> TIME: 2025-02-20 07:17:55 -- STEP: 845/924 -- GLOBAL_STEP: 100300 | > loss_disc: 2.221163272857666 (2.21809033571616) | > loss_disc_real_0: 0.08210817724466324 (0.11030485264560175) | > loss_disc_real_1: 0.2053757905960083 (0.192569286847961) | > loss_disc_real_2: 0.22795595228672028 (0.2038218626609215) | > loss_disc_real_3: 0.19764824211597443 (0.20593651243920863) | > loss_disc_real_4: 0.26389002799987793 (0.21202446225832194) | > loss_disc_real_5: 0.21337774395942688 (0.2008667578358622) | > loss_0: 2.221163272857666 (2.21809033571616) | > grad_norm_0: tensor(70.6591, device='cuda:0') (tensor(64.7561, device='cuda:0')) | > loss_gen: 2.7958736419677734 (2.8134589824450793) | > loss_kl: 1.904714584350586 (2.1589163866268835) | > loss_feat: 8.989371299743652 (8.599371463730478) | > loss_mel: 15.380611419677734 (15.336248685622357) | > loss_duration: 1.5774750709533691 (1.61529222508154) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.64804458618164 (30.523287762974846) | > grad_norm_1: tensor(1542.6769, device='cuda:0') (tensor(1009.9907, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.8303 (0.8134589686196233) | > loader_time: 0.0109 (0.01135366964622363)  --> TIME: 2025-02-20 07:18:36 -- STEP: 895/924 -- GLOBAL_STEP: 100350 | > loss_disc: 2.262059211730957 (2.218677539266025) | > loss_disc_real_0: 0.21094664931297302 (0.11045606505521183) | > loss_disc_real_1: 0.19267983734607697 (0.1926235266903925) | > loss_disc_real_2: 0.18953053653240204 (0.2037785257041121) | > loss_disc_real_3: 0.19753959774971008 (0.2059959143733179) | > loss_disc_real_4: 0.20891758799552917 (0.21207078755234868) | > loss_disc_real_5: 0.2053191363811493 (0.2008314541598272) | > loss_0: 2.262059211730957 (2.218677539266025) | > grad_norm_0: tensor(127.9588, device='cuda:0') (tensor(64.7743, device='cuda:0')) | > loss_gen: 3.0819666385650635 (2.8133974733299385) | > loss_kl: 2.0566048622131348 (2.1591777485842156) | > loss_feat: 9.704168319702148 (8.601853290749654) | > loss_mel: 16.193859100341797 (15.342132473524723) | > loss_duration: 1.6023190021514893 (1.6152817584948835) | > amp_scaler: 128.0 (66.00223463687152) | > loss_1: 32.638916015625 (30.53184275707053) | > grad_norm_1: tensor(963.6182, device='cuda:0') (tensor(1014.2275, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.7421 (0.8127958204493178) | > loader_time: 0.0084 (0.011345638243179756)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3557353019714355 (2.3557353019714355) | > loss_disc_real_0: 0.11130023747682571 (0.11130023747682571) | > loss_disc_real_1: 0.23260918259620667 (0.23260918259620667) | > loss_disc_real_2: 0.25040942430496216 (0.25040942430496216) | > loss_disc_real_3: 0.23693963885307312 (0.23693963885307312) | > loss_disc_real_4: 0.2371259331703186 (0.2371259331703186) | > loss_disc_real_5: 0.23760508000850677 (0.23760508000850677) | > loss_0: 2.3557353019714355 (2.3557353019714355) | > loss_gen: 2.7213969230651855 (2.7213969230651855) | > loss_kl: 1.8875683546066284 (1.8875683546066284) | > loss_feat: 6.924686431884766 (6.924686431884766) | > loss_mel: 12.892281532287598 (12.892281532287598) | > loss_duration: 1.6612027883529663 (1.6612027883529663) | > loss_1: 26.08713722229004 (26.08713722229004)  --> STEP: 1 | > loss_disc: 2.419581174850464 (2.419581174850464) | > loss_disc_real_0: 0.12917853891849518 (0.12917853891849518) | > loss_disc_real_1: 0.22452916204929352 (0.22452916204929352) | > loss_disc_real_2: 0.2652997374534607 (0.2652997374534607) | > loss_disc_real_3: 0.24603092670440674 (0.24603092670440674) | > loss_disc_real_4: 0.2533349096775055 (0.2533349096775055) | > loss_disc_real_5: 0.21484249830245972 (0.21484249830245972) | > loss_0: 2.419581174850464 (2.419581174850464) | > loss_gen: 2.5719680786132812 (2.5719680786132812) | > loss_kl: 2.0689496994018555 (2.0689496994018555) | > loss_feat: 6.486376762390137 (6.486376762390137) | > loss_mel: 11.422690391540527 (11.422690391540527) | > loss_duration: 1.6662064790725708 (1.6662064790725708) | > loss_1: 24.216190338134766 (24.216190338134766)  --> STEP: 2 | > loss_disc: 2.294311046600342 (2.356946110725403) | > loss_disc_real_0: 0.11715556681156158 (0.12316705286502838) | > loss_disc_real_1: 0.21707142889499664 (0.22080029547214508) | > loss_disc_real_2: 0.22409003973007202 (0.24469488859176636) | > loss_disc_real_3: 0.2527928054332733 (0.24941186606884003) | > loss_disc_real_4: 0.2613431513309479 (0.2573390305042267) | > loss_disc_real_5: 0.23892582952976227 (0.226884163916111) | > loss_0: 2.294311046600342 (2.356946110725403) | > loss_gen: 2.9250364303588867 (2.748502254486084) | > loss_kl: 2.183149814605713 (2.126049757003784) | > loss_feat: 8.267815589904785 (7.377096176147461) | > loss_mel: 15.383428573608398 (13.403059482574463) | > loss_duration: 1.5727789402008057 (1.6194927096366882) | > loss_1: 30.33220863342285 (27.27419948577881)  --> STEP: 3 | > loss_disc: 2.103032112121582 (2.272308111190796) | > loss_disc_real_0: 0.10085919499397278 (0.11573110024134318) | > loss_disc_real_1: 0.22179177403450012 (0.22113078832626343) | > loss_disc_real_2: 0.2146943211555481 (0.23469469944636026) | > loss_disc_real_3: 0.24364899098873138 (0.2474909077088038) | > loss_disc_real_4: 0.23775701224803925 (0.25081169108549756) | > loss_disc_real_5: 0.2081829458475113 (0.2206504245599111) | > loss_0: 2.103032112121582 (2.272308111190796) | > loss_gen: 3.0780303478240967 (2.8583449522654214) | > loss_kl: 2.1291449069976807 (2.1270814736684165) | > loss_feat: 8.930281639099121 (7.894824663798015) | > loss_mel: 15.379374504089355 (14.06183115641276) | > loss_duration: 1.6560449600219727 (1.6316767930984497) | > loss_1: 31.172874450683594 (28.573757807413738)  --> STEP: 4 | > loss_disc: 2.178018808364868 (2.248735785484314) | > loss_disc_real_0: 0.10469590127468109 (0.11297230049967766) | > loss_disc_real_1: 0.19988849759101868 (0.21582021564245224) | > loss_disc_real_2: 0.22289103269577026 (0.23174378275871277) | > loss_disc_real_3: 0.249810591340065 (0.2480708286166191) | > loss_disc_real_4: 0.2243863046169281 (0.24420534446835518) | > loss_disc_real_5: 0.17770680785179138 (0.20991452038288116) | > loss_0: 2.178018808364868 (2.248735785484314) | > loss_gen: 2.9519894123077393 (2.881756067276001) | > loss_kl: 2.018089532852173 (2.0998334884643555) | > loss_feat: 8.82576847076416 (8.12756061553955) | > loss_mel: 15.16073989868164 (14.33655834197998) | > loss_duration: 1.7484254837036133 (1.6608639657497406) | > loss_1: 30.705013275146484 (29.106571674346924)  --> STEP: 5 | > loss_disc: 2.0404675006866455 (2.2070821285247804) | > loss_disc_real_0: 0.10564209520816803 (0.11150625944137574) | > loss_disc_real_1: 0.2307365983724594 (0.21880349218845369) | > loss_disc_real_2: 0.20827017724514008 (0.22704906165599822) | > loss_disc_real_3: 0.23145821690559387 (0.24474830627441407) | > loss_disc_real_4: 0.23288995027542114 (0.24194226562976837) | > loss_disc_real_5: 0.24096475541591644 (0.2161245673894882) | > loss_0: 2.0404675006866455 (2.2070821285247804) | > loss_gen: 3.250519275665283 (2.9555087089538574) | > loss_kl: 2.0136349201202393 (2.0825937747955323) | > loss_feat: 10.863988876342773 (8.674846267700195) | > loss_mel: 16.897594451904297 (14.848765563964843) | > loss_duration: 1.5516817569732666 (1.6390275239944458) | > loss_1: 34.57741928100586 (30.20074119567871) --> EVAL PERFORMANCE | > avg_loader_time: 0.15036449432373047 (-0.003297185897827154) | > avg_loss_disc: 2.2070821285247804 (+0.09779219627380398) | > avg_loss_disc_real_0: 0.11150625944137574 (+0.062914627045393) | > avg_loss_disc_real_1: 0.21880349218845369 (-0.01070929169654844) | > avg_loss_disc_real_2: 0.22704906165599822 (-0.01559729576110841) | > avg_loss_disc_real_3: 0.24474830627441407 (-0.0006847620010375921) | > avg_loss_disc_real_4: 0.24194226562976837 (+0.026272854208946234) | > avg_loss_disc_real_5: 0.2161245673894882 (+0.04194203168153762) | > avg_loss_0: 2.2070821285247804 (+0.09779219627380398) | > avg_loss_gen: 2.9555087089538574 (-0.006338357925415039) | > avg_loss_kl: 2.0825937747955323 (+0.10005342960357666) | > avg_loss_feat: 8.674846267700195 (+0.04720020294189453) | > avg_loss_mel: 14.848765563964843 (+0.14432544708251882) | > avg_loss_duration: 1.6390275239944458 (+0.009821724891662553) | > avg_loss_1: 30.20074119567871 (+0.29506263732909943)  > EPOCH: 59/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 07:19:08)   --> TIME: 2025-02-20 07:19:27 -- STEP: 21/924 -- GLOBAL_STEP: 100400 | > loss_disc: 2.4039599895477295 (2.2463689872196744) | > loss_disc_real_0: 0.1059500128030777 (0.11730056167358444) | > loss_disc_real_1: 0.2284540832042694 (0.19439915957904996) | > loss_disc_real_2: 0.19557572901248932 (0.2029046146642594) | > loss_disc_real_3: 0.18952949345111847 (0.20636950575170063) | > loss_disc_real_4: 0.18473036587238312 (0.21299056921686446) | > loss_disc_real_5: 0.19875192642211914 (0.19878235601243519) | > loss_0: 2.4039599895477295 (2.2463689872196744) | > grad_norm_0: tensor(41.1372, device='cuda:0') (tensor(75.8089, device='cuda:0')) | > loss_gen: 2.4028737545013428 (2.802845841362363) | > loss_kl: 2.103487014770508 (2.1415353956676664) | > loss_feat: 7.253495216369629 (8.627695628574916) | > loss_mel: 14.512678146362305 (15.218231927780877) | > loss_duration: 1.6564103364944458 (1.608787213053022) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.928943634033203 (30.399095807756698) | > grad_norm_1: tensor(697.4214, device='cuda:0') (tensor(1097.3593, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.8214 (0.8137773672739664) | > loader_time: 0.0137 (0.011685848236083986)  --> TIME: 2025-02-20 07:20:09 -- STEP: 71/924 -- GLOBAL_STEP: 100450 | > loss_disc: 2.511584758758545 (2.241153193191743) | > loss_disc_real_0: 0.10459894686937332 (0.11601333236190635) | > loss_disc_real_1: 0.17744535207748413 (0.19385831750614543) | > loss_disc_real_2: 0.2392238825559616 (0.2037385964477566) | > loss_disc_real_3: 0.23751334846019745 (0.20821201654387192) | > loss_disc_real_4: 0.19082136452198029 (0.21228114693937167) | > loss_disc_real_5: 0.24079959094524384 (0.20497818899826264) | > loss_0: 2.511584758758545 (2.241153193191743) | > grad_norm_0: tensor(102.2397, device='cuda:0') (tensor(72.5878, device='cuda:0')) | > loss_gen: 2.284856081008911 (2.791228287656543) | > loss_kl: 2.3797059059143066 (2.178209581845244) | > loss_feat: 7.065219879150391 (8.545536531528956) | > loss_mel: 14.568897247314453 (15.200020615483673) | > loss_duration: 1.6138108968734741 (1.6174893866122606) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.912490844726562 (30.332484258732325) | > grad_norm_1: tensor(517.1566, device='cuda:0') (tensor(1083.5780, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.7583 (0.822883857807643) | > loader_time: 0.0148 (0.011661401936705682)  --> TIME: 2025-02-20 07:20:51 -- STEP: 121/924 -- GLOBAL_STEP: 100500 | > loss_disc: 2.2961533069610596 (2.2405878926111646) | > loss_disc_real_0: 0.11000075936317444 (0.11417419278670933) | > loss_disc_real_1: 0.21418331563472748 (0.19468841794108555) | > loss_disc_real_2: 0.17866235971450806 (0.20381812135542726) | > loss_disc_real_3: 0.21919764578342438 (0.20731691203334116) | > loss_disc_real_4: 0.23444639146327972 (0.21237465357484897) | > loss_disc_real_5: 0.23289813101291656 (0.20504126691621197) | > loss_0: 2.2961533069610596 (2.2405878926111646) | > grad_norm_0: tensor(53.8486, device='cuda:0') (tensor(70.4633, device='cuda:0')) | > loss_gen: 2.810668468475342 (2.7966586302134617) | > loss_kl: 2.340818166732788 (2.183381005752185) | > loss_feat: 8.151996612548828 (8.533343145669988) | > loss_mel: 14.300270080566406 (15.189983494025617) | > loss_duration: 1.6084983348846436 (1.6192539418039238) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.212251663208008 (30.322620155397527) | > grad_norm_1: tensor(1415.8115, device='cuda:0') (tensor(1035.0720, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.8699 (0.8164978953432446) | > loader_time: 0.0111 (0.011631346931142256)  --> TIME: 2025-02-20 07:21:32 -- STEP: 171/924 -- GLOBAL_STEP: 100550 | > loss_disc: 2.2871525287628174 (2.231465205811617) | > loss_disc_real_0: 0.065939761698246 (0.11258287032880979) | > loss_disc_real_1: 0.16915656626224518 (0.19416699057434036) | > loss_disc_real_2: 0.18155421316623688 (0.20399602515655646) | > loss_disc_real_3: 0.22378826141357422 (0.20775452683195036) | > loss_disc_real_4: 0.22011908888816833 (0.21198952476880703) | > loss_disc_real_5: 0.17101545631885529 (0.20283474245963737) | > loss_0: 2.2871525287628174 (2.231465205811617) | > grad_norm_0: tensor(105.0719, device='cuda:0') (tensor(69.8703, device='cuda:0')) | > loss_gen: 2.723562002182007 (2.809094670223214) | > loss_kl: 2.3309497833251953 (2.181840370970163) | > loss_feat: 8.547076225280762 (8.547080962978606) | > loss_mel: 14.901591300964355 (15.241251002975375) | > loss_duration: 1.5899620056152344 (1.617802289494297) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.093141555786133 (30.397069250631052) | > grad_norm_1: tensor(694.5846, device='cuda:0') (tensor(1014.9752, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.8212 (0.8154838698649267) | > loader_time: 0.0138 (0.011619417290938523)  --> TIME: 2025-02-20 07:22:13 -- STEP: 221/924 -- GLOBAL_STEP: 100600 | > loss_disc: 2.3149678707122803 (2.221791076983801) | > loss_disc_real_0: 0.1158125102519989 (0.11062480199121243) | > loss_disc_real_1: 0.228653222322464 (0.19361220556416664) | > loss_disc_real_2: 0.22343412041664124 (0.2035382009064989) | > loss_disc_real_3: 0.213124081492424 (0.20720109788540803) | > loss_disc_real_4: 0.21726776659488678 (0.21197112363118392) | > loss_disc_real_5: 0.2297721952199936 (0.20212050294714276) | > loss_0: 2.3149678707122803 (2.221791076983801) | > grad_norm_0: tensor(16.9929, device='cuda:0') (tensor(67.2014, device='cuda:0')) | > loss_gen: 2.7025396823883057 (2.814608552337232) | > loss_kl: 2.176180124282837 (2.179171164650722) | > loss_feat: 6.9526543617248535 (8.54713506612303) | > loss_mel: 12.26412582397461 (15.180994750148031) | > loss_duration: 1.696855068206787 (1.6168543386243588) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.792354583740234 (30.33876385408289) | > grad_norm_1: tensor(504.8933, device='cuda:0') (tensor(1005.5773, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.8301 (0.8146330867957206) | > loader_time: 0.0103 (0.01155610321873453)  --> TIME: 2025-02-20 07:22:55 -- STEP: 271/924 -- GLOBAL_STEP: 100650 | > loss_disc: 2.233180522918701 (2.2182068354089317) | > loss_disc_real_0: 0.1648920327425003 (0.10814586923736046) | > loss_disc_real_1: 0.14849361777305603 (0.1933773712588412) | > loss_disc_real_2: 0.18463510274887085 (0.2032827545795933) | > loss_disc_real_3: 0.2206147164106369 (0.2072062558353607) | > loss_disc_real_4: 0.20046526193618774 (0.21171826789519882) | > loss_disc_real_5: 0.21177315711975098 (0.20230100394614947) | > loss_0: 2.233180522918701 (2.2182068354089317) | > grad_norm_0: tensor(79.4301, device='cuda:0') (tensor(65.4661, device='cuda:0')) | > loss_gen: 2.83951735496521 (2.8180592095280046) | > loss_kl: 2.109502077102661 (2.1713704794535325) | > loss_feat: 8.553487777709961 (8.57820671334918) | > loss_mel: 14.891412734985352 (15.20376098463896) | > loss_duration: 1.59316885471344 (1.6170657129745203) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.98708724975586 (30.388463101263856) | > grad_norm_1: tensor(850.6295, device='cuda:0') (tensor(1010.5963, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.7689 (0.8137512171840315) | > loader_time: 0.0097 (0.011459234455854688)  --> TIME: 2025-02-20 07:23:37 -- STEP: 321/924 -- GLOBAL_STEP: 100700 | > loss_disc: 2.1624510288238525 (2.21689410335921) | > loss_disc_real_0: 0.0976882204413414 (0.10796703104614465) | > loss_disc_real_1: 0.21793697774410248 (0.19324564882713677) | > loss_disc_real_2: 0.22131557762622833 (0.202961091961816) | > loss_disc_real_3: 0.21517470479011536 (0.20716973382550236) | > loss_disc_real_4: 0.20111201703548431 (0.21235743489963615) | > loss_disc_real_5: 0.25017622113227844 (0.20220984657791177) | > loss_0: 2.1624510288238525 (2.21689410335921) | > grad_norm_0: tensor(52.5790, device='cuda:0') (tensor(65.0560, device='cuda:0')) | > loss_gen: 2.914491653442383 (2.8231922339798867) | > loss_kl: 2.3073651790618896 (2.168938914934794) | > loss_feat: 9.04406452178955 (8.594271032981043) | > loss_mel: 15.781322479248047 (15.224985176157729) | > loss_duration: 1.640108346939087 (1.6162104799740034) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.68735122680664 (30.427597800519237) | > grad_norm_1: tensor(855.9935, device='cuda:0') (tensor(989.8214, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.8132 (0.8146453327107649) | > loader_time: 0.0107 (0.011460520396722806)  --> TIME: 2025-02-20 07:24:18 -- STEP: 371/924 -- GLOBAL_STEP: 100750 | > loss_disc: 2.057025671005249 (2.2152122766823776) | > loss_disc_real_0: 0.10388687998056412 (0.10643273861099764) | > loss_disc_real_1: 0.18217825889587402 (0.19308576297085234) | > loss_disc_real_2: 0.20075656473636627 (0.2035393416479912) | > loss_disc_real_3: 0.21958161890506744 (0.20749047788166292) | > loss_disc_real_4: 0.19677506387233734 (0.21210340870358552) | > loss_disc_real_5: 0.20959016680717468 (0.20163757420293088) | > loss_0: 2.057025671005249 (2.2152122766823776) | > grad_norm_0: tensor(16.5776, device='cuda:0') (tensor(63.2825, device='cuda:0')) | > loss_gen: 3.108475923538208 (2.8248738407124727) | > loss_kl: 2.2923028469085693 (2.174663016095636) | > loss_feat: 8.376435279846191 (8.588271934067151) | > loss_mel: 14.668107032775879 (15.22127692590184) | > loss_duration: 1.6319153308868408 (1.6166743081856283) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.077238082885742 (30.42575999668666) | > grad_norm_1: tensor(456.5615, device='cuda:0') (tensor(987.4625, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.774 (0.8152468448700606) | > loader_time: 0.0092 (0.011455462627976405)  --> TIME: 2025-02-20 07:25:00 -- STEP: 421/924 -- GLOBAL_STEP: 100800 | > loss_disc: 2.3665878772735596 (2.2132023776795107) | > loss_disc_real_0: 0.11559749394655228 (0.10554129427692666) | > loss_disc_real_1: 0.20370164513587952 (0.192937266444367) | > loss_disc_real_2: 0.23460526764392853 (0.2034688762205513) | > loss_disc_real_3: 0.186819389462471 (0.20723285396846627) | > loss_disc_real_4: 0.1970788985490799 (0.21191911438298622) | > loss_disc_real_5: 0.20668281614780426 (0.20171217089452542) | > loss_0: 2.3665878772735596 (2.2132023776795107) | > grad_norm_0: tensor(24.4627, device='cuda:0') (tensor(62.2773, device='cuda:0')) | > loss_gen: 2.643925189971924 (2.825016084589471) | > loss_kl: 1.9720691442489624 (2.1721243779053285) | > loss_feat: 7.783631324768066 (8.599088788882016) | > loss_mel: 14.752490043640137 (15.233387172363717) | > loss_duration: 1.6378912925720215 (1.6166025250088285) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.790006637573242 (30.44621892553044) | > grad_norm_1: tensor(1128.2627, device='cuda:0') (tensor(986.8155, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.8225 (0.8164290724910633) | > loader_time: 0.0109 (0.011447576898860248)  --> TIME: 2025-02-20 07:25:42 -- STEP: 471/924 -- GLOBAL_STEP: 100850 | > loss_disc: 2.3738245964050293 (2.2162608986447565) | > loss_disc_real_0: 0.10009870678186417 (0.10732971693363409) | > loss_disc_real_1: 0.20256513357162476 (0.19296704732561815) | > loss_disc_real_2: 0.21192359924316406 (0.20362695235355638) | > loss_disc_real_3: 0.21241426467895508 (0.2071132482743314) | > loss_disc_real_4: 0.20302025973796844 (0.21197096509918287) | > loss_disc_real_5: 0.21486303210258484 (0.20194367896725926) | > loss_0: 2.3738245964050293 (2.2162608986447565) | > grad_norm_0: tensor(40.5921, device='cuda:0') (tensor(62.8987, device='cuda:0')) | > loss_gen: 2.4084770679473877 (2.819921426206131) | > loss_kl: 2.1665725708007812 (2.1677546463194908) | > loss_feat: 6.5174336433410645 (8.57269297739503) | > loss_mel: 12.887467384338379 (15.234502602028492) | > loss_duration: 1.6400656700134277 (1.6166379930107453) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.62001609802246 (30.411509604970362) | > grad_norm_1: tensor(960.1285, device='cuda:0') (tensor(1002.4672, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.8409 (0.8164663952626997) | > loader_time: 0.0116 (0.011445668092958484)  --> TIME: 2025-02-20 07:26:23 -- STEP: 521/924 -- GLOBAL_STEP: 100900 | > loss_disc: 2.3588850498199463 (2.2146904079561724) | > loss_disc_real_0: 0.22507163882255554 (0.10849981516914264) | > loss_disc_real_1: 0.19856728613376617 (0.19269923599805114) | > loss_disc_real_2: 0.22300536930561066 (0.20350509487278395) | > loss_disc_real_3: 0.19681888818740845 (0.20685348787028593) | > loss_disc_real_4: 0.23155269026756287 (0.21171899754804294) | > loss_disc_real_5: 0.2109147310256958 (0.20148834666226512) | > loss_0: 2.3588850498199463 (2.2146904079561724) | > grad_norm_0: tensor(151.8118, device='cuda:0') (tensor(64.4824, device='cuda:0')) | > loss_gen: 2.769465684890747 (2.8251885242059456) | > loss_kl: 2.1868412494659424 (2.170572753831199) | > loss_feat: 8.128558158874512 (8.591839917561833) | > loss_mel: 14.972002029418945 (15.256726415052066) | > loss_duration: 1.6157915592193604 (1.61664395163018) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.672658920288086 (30.460971517434732) | > grad_norm_1: tensor(1070.0427, device='cuda:0') (tensor(1006.5547, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.8133 (0.8160492824730167) | > loader_time: 0.0125 (0.011455549159571667)  --> TIME: 2025-02-20 07:27:05 -- STEP: 571/924 -- GLOBAL_STEP: 100950 | > loss_disc: 2.116516351699829 (2.215165525309467) | > loss_disc_real_0: 0.0677892193198204 (0.10815204899829862) | > loss_disc_real_1: 0.198592409491539 (0.1926597913958771) | > loss_disc_real_2: 0.19550824165344238 (0.20364599678854595) | > loss_disc_real_3: 0.25329652428627014 (0.2066964291023081) | > loss_disc_real_4: 0.21034112572669983 (0.21191909656111296) | > loss_disc_real_5: 0.19656820595264435 (0.201568283127611) | > loss_0: 2.116516351699829 (2.215165525309467) | > grad_norm_0: tensor(21.3547, device='cuda:0') (tensor(63.7004, device='cuda:0')) | > loss_gen: 2.913607597351074 (2.8228780100099273) | > loss_kl: 2.0609190464019775 (2.1697437216229263) | > loss_feat: 8.420634269714355 (8.583242228486286) | > loss_mel: 14.822980880737305 (15.234018352528587) | > loss_duration: 1.6407819986343384 (1.6168088476628637) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.858924865722656 (30.426691125445526) | > grad_norm_1: tensor(691.2170, device='cuda:0') (tensor(1004.8618, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.8068 (0.8158876628675308) | > loader_time: 0.0104 (0.011453211411912044)  --> TIME: 2025-02-20 07:27:47 -- STEP: 621/924 -- GLOBAL_STEP: 101000 | > loss_disc: 2.1937265396118164 (2.2137551994907283) | > loss_disc_real_0: 0.05294900760054588 (0.10752725946130572) | > loss_disc_real_1: 0.18419885635375977 (0.19250998404866818) | > loss_disc_real_2: 0.20806226134300232 (0.20332971711953474) | > loss_disc_real_3: 0.23737236857414246 (0.20688621378271285) | > loss_disc_real_4: 0.2512986361980438 (0.2118927610381215) | > loss_disc_real_5: 0.23170620203018188 (0.20160157059509778) | > loss_0: 2.1937265396118164 (2.2137551994907283) | > grad_norm_0: tensor(47.8513, device='cuda:0') (tensor(63.2112, device='cuda:0')) | > loss_gen: 2.879620313644409 (2.82241444234495) | > loss_kl: 2.2109222412109375 (2.1724851192867485) | > loss_feat: 8.974206924438477 (8.581905435632777) | > loss_mel: 15.895074844360352 (15.235033108992278) | > loss_duration: 1.5749561786651611 (1.617105889051625) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.534780502319336 (30.42894394731752) | > grad_norm_1: tensor(1199.8334, device='cuda:0') (tensor(1007.1346, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.8661 (0.8159134430201922) | > loader_time: 0.0114 (0.011469889762128984) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_101000.pth  --> TIME: 2025-02-20 07:28:31 -- STEP: 671/924 -- GLOBAL_STEP: 101050 | > loss_disc: 2.12916898727417 (2.2134299340439973) | > loss_disc_real_0: 0.09598375856876373 (0.10688477111966435) | > loss_disc_real_1: 0.19053402543067932 (0.19274706925347365) | > loss_disc_real_2: 0.18425968289375305 (0.20348569937327926) | > loss_disc_real_3: 0.22219550609588623 (0.20697909509194057) | > loss_disc_real_4: 0.22405840456485748 (0.21183725365405653) | > loss_disc_real_5: 0.2197246551513672 (0.2014792639701093) | > loss_0: 2.12916898727417 (2.2134299340439973) | > grad_norm_0: tensor(17.3613, device='cuda:0') (tensor(62.8094, device='cuda:0')) | > loss_gen: 2.923466682434082 (2.823702751080077) | > loss_kl: 2.117591142654419 (2.1746636556264356) | > loss_feat: 8.948074340820312 (8.59297342982626) | > loss_mel: 15.218853950500488 (15.231217272057796) | > loss_duration: 1.5992774963378906 (1.6171575567939065) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.807262420654297 (30.439714622213305) | > grad_norm_1: tensor(378.9634, device='cuda:0') (tensor(996.4348, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.8523 (0.8162438677604434) | > loader_time: 0.0119 (0.01145053833678653)  --> TIME: 2025-02-20 07:29:12 -- STEP: 721/924 -- GLOBAL_STEP: 101100 | > loss_disc: 2.264261245727539 (2.2129359488348346) | > loss_disc_real_0: 0.1431274712085724 (0.10702658880982498) | > loss_disc_real_1: 0.19783847033977509 (0.19269039433309987) | > loss_disc_real_2: 0.18908417224884033 (0.20335024473323232) | > loss_disc_real_3: 0.22774705290794373 (0.2069143524158348) | > loss_disc_real_4: 0.23478145897388458 (0.2118899735225554) | > loss_disc_real_5: 0.17955243587493896 (0.20129701236828687) | > loss_0: 2.264261245727539 (2.2129359488348346) | > grad_norm_0: tensor(72.0104, device='cuda:0') (tensor(62.4589, device='cuda:0')) | > loss_gen: 2.721660614013672 (2.823384628877892) | > loss_kl: 2.312304973602295 (2.1804637128536313) | > loss_feat: 7.91086483001709 (8.601980902450913) | > loss_mel: 15.347114562988281 (15.244047495594634) | > loss_duration: 1.6198952198028564 (1.6178858443867317) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.911840438842773 (30.46776254630122) | > grad_norm_1: tensor(1416.3143, device='cuda:0') (tensor(992.4096, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.7808 (0.8163332509267014) | > loader_time: 0.0101 (0.011479329136968816)  --> TIME: 2025-02-20 07:29:54 -- STEP: 771/924 -- GLOBAL_STEP: 101150 | > loss_disc: 2.2139692306518555 (2.2114779823948894) | > loss_disc_real_0: 0.11010158807039261 (0.10619724528856775) | > loss_disc_real_1: 0.1859866976737976 (0.19259692914059176) | > loss_disc_real_2: 0.1963067650794983 (0.20333977283284196) | > loss_disc_real_3: 0.20888957381248474 (0.2069934532336224) | > loss_disc_real_4: 0.20847341418266296 (0.21200076472279944) | > loss_disc_real_5: 0.23906420171260834 (0.2013706456865009) | > loss_0: 2.2139692306518555 (2.2114779823948894) | > grad_norm_0: tensor(43.3661, device='cuda:0') (tensor(61.6542, device='cuda:0')) | > loss_gen: 2.8821215629577637 (2.823637364594081) | > loss_kl: 2.1331703662872314 (2.1802789257348887) | > loss_feat: 8.188061714172363 (8.6046131823004) | > loss_mel: 14.97584342956543 (15.237239472751643) | > loss_duration: 1.6716060638427734 (1.6186131534254813) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.85080337524414 (30.464382072676326) | > grad_norm_1: tensor(737.1317, device='cuda:0') (tensor(990.5079, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.8407 (0.8166081203406267) | > loader_time: 0.0114 (0.011486840155338036)  --> TIME: 2025-02-20 07:30:36 -- STEP: 821/924 -- GLOBAL_STEP: 101200 | > loss_disc: 2.2015693187713623 (2.210494093569709) | > loss_disc_real_0: 0.06905917078256607 (0.10595661719373892) | > loss_disc_real_1: 0.20728245377540588 (0.1928160641791613) | > loss_disc_real_2: 0.1827268898487091 (0.2033671677729679) | > loss_disc_real_3: 0.23058035969734192 (0.20689546363144642) | > loss_disc_real_4: 0.21703124046325684 (0.21187074242860776) | > loss_disc_real_5: 0.16639600694179535 (0.20103735412299706) | > loss_0: 2.2015693187713623 (2.210494093569709) | > grad_norm_0: tensor(12.2392, device='cuda:0') (tensor(61.9530, device='cuda:0')) | > loss_gen: 2.7419521808624268 (2.8264569298213362) | > loss_kl: 2.0873236656188965 (2.1780500018494977) | > loss_feat: 9.162131309509277 (8.609021165919783) | > loss_mel: 15.237630844116211 (15.23646314832383) | > loss_duration: 1.586066484451294 (1.6185465545805304) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.815105438232422 (30.46853777784378) | > grad_norm_1: tensor(709.1592, device='cuda:0') (tensor(986.5482, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.8114 (0.8165287059639895) | > loader_time: 0.0097 (0.011474283545955236)  --> TIME: 2025-02-20 07:31:17 -- STEP: 871/924 -- GLOBAL_STEP: 101250 | > loss_disc: 2.293973445892334 (2.2115053414751) | > loss_disc_real_0: 0.13291426002979279 (0.10703098412119832) | > loss_disc_real_1: 0.1832994669675827 (0.19260249134627866) | > loss_disc_real_2: 0.19626298546791077 (0.20337989702221987) | > loss_disc_real_3: 0.212521493434906 (0.2068046161522137) | > loss_disc_real_4: 0.23875270783901215 (0.2119140569227572) | > loss_disc_real_5: 0.19800779223442078 (0.20104024813314803) | > loss_0: 2.293973445892334 (2.2115053414751) | > grad_norm_0: tensor(17.5831, device='cuda:0') (tensor(61.9538, device='cuda:0')) | > loss_gen: 2.622814416885376 (2.8246165813726356) | > loss_kl: 2.3634297847747803 (2.177945595521191) | > loss_feat: 8.330824851989746 (8.607592863001852) | > loss_mel: 15.41798210144043 (15.244588324177826) | > loss_duration: 1.5993863344192505 (1.6185674612612455) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.334436416625977 (30.473310796866873) | > grad_norm_1: tensor(258.6432, device='cuda:0') (tensor(1001.3632, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.7765 (0.8161048393709376) | > loader_time: 0.0096 (0.011464424439878058)  --> TIME: 2025-02-20 07:31:58 -- STEP: 921/924 -- GLOBAL_STEP: 101300 | > loss_disc: 2.248502254486084 (2.2105201753291195) | > loss_disc_real_0: 0.1484067291021347 (0.10721088606908705) | > loss_disc_real_1: 0.19966380298137665 (0.1924748223732011) | > loss_disc_real_2: 0.1942874938249588 (0.20334713093038484) | > loss_disc_real_3: 0.23898977041244507 (0.20674832454851214) | > loss_disc_real_4: 0.2016025334596634 (0.21189191837134766) | > loss_disc_real_5: 0.23434746265411377 (0.20086739954096747) | > loss_0: 2.248502254486084 (2.2105201753291195) | > grad_norm_0: tensor(55.0189, device='cuda:0') (tensor(62.2037, device='cuda:0')) | > loss_gen: 2.767639636993408 (2.825962769480405) | > loss_kl: 2.1613922119140625 (2.1801727309936267) | > loss_feat: 8.013251304626465 (8.619434150111774) | > loss_mel: 14.841191291809082 (15.265808616994388) | > loss_duration: 1.6607246398925781 (1.618324615279704) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.444198608398438 (30.509702841958575) | > grad_norm_1: tensor(1306.1622, device='cuda:0') (tensor(1003.1496, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.7758 (0.8151103839294399) | > loader_time: 0.0101 (0.011431482275715351)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4224236011505127 (2.4224236011505127) | > loss_disc_real_0: 0.08187959343194962 (0.08187959343194962) | > loss_disc_real_1: 0.19469211995601654 (0.19469211995601654) | > loss_disc_real_2: 0.2118559330701828 (0.2118559330701828) | > loss_disc_real_3: 0.24845346808433533 (0.24845346808433533) | > loss_disc_real_4: 0.22612014412879944 (0.22612014412879944) | > loss_disc_real_5: 0.21724462509155273 (0.21724462509155273) | > loss_0: 2.4224236011505127 (2.4224236011505127) | > loss_gen: 2.25315260887146 (2.25315260887146) | > loss_kl: 2.098106861114502 (2.098106861114502) | > loss_feat: 6.648659706115723 (6.648659706115723) | > loss_mel: 13.041851997375488 (13.041851997375488) | > loss_duration: 1.6752386093139648 (1.6752386093139648) | > loss_1: 25.717010498046875 (25.717010498046875)  --> STEP: 1 | > loss_disc: 2.306776523590088 (2.306776523590088) | > loss_disc_real_0: 0.07722542434930801 (0.07722542434930801) | > loss_disc_real_1: 0.1877695769071579 (0.1877695769071579) | > loss_disc_real_2: 0.18979601562023163 (0.18979601562023163) | > loss_disc_real_3: 0.20931163430213928 (0.20931163430213928) | > loss_disc_real_4: 0.23813886940479279 (0.23813886940479279) | > loss_disc_real_5: 0.20629830658435822 (0.20629830658435822) | > loss_0: 2.306776523590088 (2.306776523590088) | > loss_gen: 2.3346080780029297 (2.3346080780029297) | > loss_kl: 2.0576324462890625 (2.0576324462890625) | > loss_feat: 7.278621673583984 (7.278621673583984) | > loss_mel: 14.715900421142578 (14.715900421142578) | > loss_duration: 1.6821048259735107 (1.6821048259735107) | > loss_1: 28.068866729736328 (28.068866729736328)  --> STEP: 2 | > loss_disc: 2.3572676181793213 (2.3320220708847046) | > loss_disc_real_0: 0.07709906995296478 (0.0771622471511364) | > loss_disc_real_1: 0.18306012451648712 (0.1854148507118225) | > loss_disc_real_2: 0.2093290239572525 (0.19956251978874207) | > loss_disc_real_3: 0.23755408823490143 (0.22343286126852036) | > loss_disc_real_4: 0.24031221866607666 (0.23922554403543472) | > loss_disc_real_5: 0.22682374715805054 (0.21656102687120438) | > loss_0: 2.3572676181793213 (2.3320220708847046) | > loss_gen: 2.351052761077881 (2.3428304195404053) | > loss_kl: 2.3349509239196777 (2.19629168510437) | > loss_feat: 7.266974449157715 (7.27279806137085) | > loss_mel: 13.181679725646973 (13.948790073394775) | > loss_duration: 1.5671077966690063 (1.6246063113212585) | > loss_1: 26.701765060424805 (27.385315895080566)  --> STEP: 3 | > loss_disc: 2.370607852935791 (2.344883998235067) | > loss_disc_real_0: 0.0942731648683548 (0.0828658863902092) | > loss_disc_real_1: 0.1870892494916916 (0.18597298363844553) | > loss_disc_real_2: 0.21815334260463715 (0.20575946072737375) | > loss_disc_real_3: 0.22352655231952667 (0.2234640916188558) | > loss_disc_real_4: 0.24346160888671875 (0.2406375656525294) | > loss_disc_real_5: 0.19291521608829498 (0.2086790899435679) | > loss_0: 2.370607852935791 (2.344883998235067) | > loss_gen: 2.3020997047424316 (2.3292535146077475) | > loss_kl: 2.024747371673584 (2.139110247294108) | > loss_feat: 7.305941104888916 (7.283845742543538) | > loss_mel: 13.705991744995117 (13.867857297261557) | > loss_duration: 1.6585041284561157 (1.6359055836995442) | > loss_1: 26.997283935546875 (27.255971908569336)  --> STEP: 4 | > loss_disc: 2.2644364833831787 (2.3247721195220947) | > loss_disc_real_0: 0.06758125126361847 (0.07904472760856152) | > loss_disc_real_1: 0.1614598035812378 (0.1798446886241436) | > loss_disc_real_2: 0.20414623618125916 (0.2053561545908451) | > loss_disc_real_3: 0.23378479480743408 (0.22604426741600037) | > loss_disc_real_4: 0.2506445050239563 (0.24313930049538612) | > loss_disc_real_5: 0.19448985159397125 (0.20513178035616875) | > loss_0: 2.2644364833831787 (2.3247721195220947) | > loss_gen: 2.4439611434936523 (2.3579304218292236) | > loss_kl: 1.9531376361846924 (2.092617094516754) | > loss_feat: 8.377288818359375 (7.557206511497498) | > loss_mel: 14.448844909667969 (14.01310420036316) | > loss_duration: 1.7575206756591797 (1.6663093566894531) | > loss_1: 28.98075294494629 (27.687167167663574)  --> STEP: 5 | > loss_disc: 2.0748074054718018 (2.274779176712036) | > loss_disc_real_0: 0.11711061745882034 (0.08665790557861328) | > loss_disc_real_1: 0.14149604737758636 (0.17217496037483215) | > loss_disc_real_2: 0.23751921951770782 (0.21178876757621765) | > loss_disc_real_3: 0.15524457395076752 (0.2118843287229538) | > loss_disc_real_4: 0.18536891043186188 (0.23158522248268126) | > loss_disc_real_5: 0.16124407947063446 (0.1963542401790619) | > loss_0: 2.0748074054718018 (2.274779176712036) | > loss_gen: 2.4114725589752197 (2.368638849258423) | > loss_kl: 1.8664299249649048 (2.047379660606384) | > loss_feat: 8.982365608215332 (7.842238330841065) | > loss_mel: 17.05091094970703 (14.620665550231934) | > loss_duration: 1.5503146648406982 (1.643110418319702) | > loss_1: 31.861494064331055 (28.52203254699707) --> EVAL PERFORMANCE | > avg_loader_time: 0.15159029960632325 (+0.001225805282592779) | > avg_loss_disc: 2.274779176712036 (+0.06769704818725586) | > avg_loss_disc_real_0: 0.08665790557861328 (-0.024848353862762462) | > avg_loss_disc_real_1: 0.17217496037483215 (-0.04662853181362153) | > avg_loss_disc_real_2: 0.21178876757621765 (-0.015260294079780579) | > avg_loss_disc_real_3: 0.2118843287229538 (-0.03286397755146028) | > avg_loss_disc_real_4: 0.23158522248268126 (-0.010357043147087103) | > avg_loss_disc_real_5: 0.1963542401790619 (-0.01977032721042632) | > avg_loss_0: 2.274779176712036 (+0.06769704818725586) | > avg_loss_gen: 2.368638849258423 (-0.5868698596954345) | > avg_loss_kl: 2.047379660606384 (-0.035214114189148216) | > avg_loss_feat: 7.842238330841065 (-0.8326079368591301) | > avg_loss_mel: 14.620665550231934 (-0.22810001373290945) | > avg_loss_duration: 1.643110418319702 (+0.004082894325256214) | > avg_loss_1: 28.52203254699707 (-1.6787086486816385)  > EPOCH: 60/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 07:32:09)   --> TIME: 2025-02-20 07:32:49 -- STEP: 47/924 -- GLOBAL_STEP: 101350 | > loss_disc: 2.203913927078247 (2.2517548063968094) | > loss_disc_real_0: 0.1505931168794632 (0.12976619664658892) | > loss_disc_real_1: 0.21904835104942322 (0.19391552438127233) | > loss_disc_real_2: 0.2007332146167755 (0.20283642696573378) | > loss_disc_real_3: 0.22050894796848297 (0.2058421424094667) | > loss_disc_real_4: 0.19276075065135956 (0.2110266463553652) | > loss_disc_real_5: 0.2192593812942505 (0.20450260949895738) | > loss_0: 2.203913927078247 (2.2517548063968094) | > grad_norm_0: tensor(27.5937, device='cuda:0') (tensor(75.2383, device='cuda:0')) | > loss_gen: 2.8785126209259033 (2.7639371587875043) | > loss_kl: 2.1572675704956055 (2.1865358910662063) | > loss_feat: 8.742820739746094 (8.41066629328626) | > loss_mel: 15.425361633300781 (15.242580616727789) | > loss_duration: 1.6382765769958496 (1.6207898626936244) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.842241287231445 (30.224509868216007) | > grad_norm_1: tensor(523.1624, device='cuda:0') (tensor(1195.9998, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.7811 (0.8096427004388038) | > loader_time: 0.0104 (0.010907026047402244)  --> TIME: 2025-02-20 07:33:31 -- STEP: 97/924 -- GLOBAL_STEP: 101400 | > loss_disc: 2.365443468093872 (2.250215215781301) | > loss_disc_real_0: 0.24595050513744354 (0.12751371613175602) | > loss_disc_real_1: 0.1691572219133377 (0.19293200539559432) | > loss_disc_real_2: 0.21484585106372833 (0.20219636239956332) | > loss_disc_real_3: 0.1721103936433792 (0.20667751102717882) | > loss_disc_real_4: 0.2125987410545349 (0.21284795928861677) | > loss_disc_real_5: 0.21165727078914642 (0.20419851175903045) | > loss_0: 2.365443468093872 (2.250215215781301) | > grad_norm_0: tensor(152.2885, device='cuda:0') (tensor(74.2457, device='cuda:0')) | > loss_gen: 2.8104164600372314 (2.7781837084858676) | > loss_kl: 2.2754387855529785 (2.2062994426058737) | > loss_feat: 9.032699584960938 (8.432656828890137) | > loss_mel: 17.274295806884766 (15.246924803429042) | > loss_duration: 1.615445852279663 (1.6201877581704527) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.008296966552734 (30.284252560015805) | > grad_norm_1: tensor(1060.5674, device='cuda:0') (tensor(1128.0936, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.8246 (0.8101703604472053) | > loader_time: 0.0112 (0.010887460610301224)  --> TIME: 2025-02-20 07:34:12 -- STEP: 147/924 -- GLOBAL_STEP: 101450 | > loss_disc: 2.1450374126434326 (2.252458525352739) | > loss_disc_real_0: 0.15566863119602203 (0.1278923439229427) | > loss_disc_real_1: 0.1817145198583603 (0.19371747524559904) | > loss_disc_real_2: 0.15961900353431702 (0.20224285531206193) | > loss_disc_real_3: 0.21182602643966675 (0.2067288408676783) | > loss_disc_real_4: 0.2290925234556198 (0.21301737640585214) | > loss_disc_real_5: 0.2010369896888733 (0.20483723069940296) | > loss_0: 2.1450374126434326 (2.252458525352739) | > grad_norm_0: tensor(73.7680, device='cuda:0') (tensor(66.4412, device='cuda:0')) | > loss_gen: 2.8826165199279785 (2.767258979836288) | > loss_kl: 2.307257652282715 (2.193502054733485) | > loss_feat: 8.891820907592773 (8.432719425279265) | > loss_mel: 15.465272903442383 (15.278221208222059) | > loss_duration: 1.6311407089233398 (1.620695015200141) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.17810821533203 (30.292396727062407) | > grad_norm_1: tensor(1552.8857, device='cuda:0') (tensor(1168.4858, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.8079 (0.8088399147500798) | > loader_time: 0.0108 (0.010836171455123798)  --> TIME: 2025-02-20 07:34:53 -- STEP: 197/924 -- GLOBAL_STEP: 101500 | > loss_disc: 1.9556963443756104 (2.2490638657874866) | > loss_disc_real_0: 0.1052035540342331 (0.12575441052390232) | > loss_disc_real_1: 0.1784820854663849 (0.19402622601707575) | > loss_disc_real_2: 0.17709730565547943 (0.2033137742637983) | > loss_disc_real_3: 0.20279118418693542 (0.20745788507050061) | > loss_disc_real_4: 0.20252171158790588 (0.2127865237481703) | > loss_disc_real_5: 0.16970223188400269 (0.20420241976147377) | > loss_0: 1.9556963443756104 (2.2490638657874866) | > grad_norm_0: tensor(53.3872, device='cuda:0') (tensor(65.5246, device='cuda:0')) | > loss_gen: 3.135859966278076 (2.772248772800271) | > loss_kl: 2.1843855381011963 (2.1807573955071167) | > loss_feat: 10.048640251159668 (8.462132395826618) | > loss_mel: 17.360185623168945 (15.296195378763422) | > loss_duration: 1.630725383758545 (1.6167096426039171) | > amp_scaler: 128.0 (128.0) | > loss_1: 34.359798431396484 (30.32804365206491) | > grad_norm_1: tensor(874.9286, device='cuda:0') (tensor(1172.4197, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.8158 (0.8100544147685095) | > loader_time: 0.0111 (0.0107881599271358)  --> TIME: 2025-02-20 07:35:35 -- STEP: 247/924 -- GLOBAL_STEP: 101550 | > loss_disc: 2.1626131534576416 (2.242801721279436) | > loss_disc_real_0: 0.07907501608133316 (0.12361843170605691) | > loss_disc_real_1: 0.15934708714485168 (0.1935265516100625) | > loss_disc_real_2: 0.1832314133644104 (0.20309770481306533) | > loss_disc_real_3: 0.16347499191761017 (0.20691934185713406) | > loss_disc_real_4: 0.19163846969604492 (0.21217071557575876) | > loss_disc_real_5: 0.21265895664691925 (0.2033371429453012) | > loss_0: 2.1626131534576416 (2.242801721279436) | > grad_norm_0: tensor(55.7759, device='cuda:0') (tensor(66.2604, device='cuda:0')) | > loss_gen: 2.7276828289031982 (2.7789402780262566) | > loss_kl: 2.1113569736480713 (2.1826639469818563) | > loss_feat: 9.164220809936523 (8.498509215922487) | > loss_mel: 15.37408447265625 (15.307496182831676) | > loss_duration: 1.6240432262420654 (1.6178322205176716) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.001386642456055 (30.38544193067049) | > grad_norm_1: tensor(1538.2178, device='cuda:0') (tensor(1166.8408, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.8125 (0.8112805903199231) | > loader_time: 0.0116 (0.010804662820298665)  --> TIME: 2025-02-20 07:36:16 -- STEP: 297/924 -- GLOBAL_STEP: 101600 | > loss_disc: 2.193962812423706 (2.235607315795589) | > loss_disc_real_0: 0.08617839217185974 (0.12206620548660506) | > loss_disc_real_1: 0.1962970793247223 (0.19310502005546581) | > loss_disc_real_2: 0.18718264997005463 (0.20284214610804607) | > loss_disc_real_3: 0.2149832844734192 (0.20659720827433395) | > loss_disc_real_4: 0.20653608441352844 (0.212071561201253) | > loss_disc_real_5: 0.22958017885684967 (0.20245816676504283) | > loss_0: 2.193962812423706 (2.235607315795589) | > grad_norm_0: tensor(72.6900, device='cuda:0') (tensor(66.7518, device='cuda:0')) | > loss_gen: 2.881270408630371 (2.7851023344881214) | > loss_kl: 2.2130820751190186 (2.169744126323097) | > loss_feat: 8.59702205657959 (8.526137966900961) | > loss_mel: 16.123367309570312 (15.26821429962261) | > loss_duration: 1.5682438611984253 (1.6172583018890532) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.382986068725586 (30.36645712033667) | > grad_norm_1: tensor(1220.1401, device='cuda:0') (tensor(1165.0126, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 1.2545 (0.8124687021428888) | > loader_time: 0.0138 (0.010840968250826958)  --> TIME: 2025-02-20 07:36:58 -- STEP: 347/924 -- GLOBAL_STEP: 101650 | > loss_disc: 2.1534526348114014 (2.234736959941104) | > loss_disc_real_0: 0.08979085087776184 (0.12053674946858492) | > loss_disc_real_1: 0.1874634474515915 (0.19297916830788425) | > loss_disc_real_2: 0.2106190323829651 (0.2030785625709237) | > loss_disc_real_3: 0.21174246072769165 (0.2070389875675141) | > loss_disc_real_4: 0.1879393458366394 (0.21203001036767666) | > loss_disc_real_5: 0.17304806411266327 (0.20227665877136097) | > loss_0: 2.1534526348114014 (2.234736959941104) | > grad_norm_0: tensor(66.5873, device='cuda:0') (tensor(68.3914, device='cuda:0')) | > loss_gen: 2.955805778503418 (2.7912830083445783) | > loss_kl: 2.273332357406616 (2.1767329949810432) | > loss_feat: 9.31284236907959 (8.541493167107655) | > loss_mel: 16.19877052307129 (15.282363479350417) | > loss_duration: 1.6353250741958618 (1.6173240829269893) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.37607955932617 (30.40919681516092) | > grad_norm_1: tensor(845.2800, device='cuda:0') (tensor(1140.5549, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.8039 (0.8134491477988292) | > loader_time: 0.0101 (0.010866855681801393)  --> TIME: 2025-02-20 07:37:40 -- STEP: 397/924 -- GLOBAL_STEP: 101700 | > loss_disc: 2.143702507019043 (2.2329332393122567) | > loss_disc_real_0: 0.1493958830833435 (0.11872880365371104) | > loss_disc_real_1: 0.15934184193611145 (0.192901158344085) | > loss_disc_real_2: 0.18010850250720978 (0.20331210003091346) | > loss_disc_real_3: 0.22534668445587158 (0.20696620444206507) | > loss_disc_real_4: 0.18441645801067352 (0.21181348153866214) | > loss_disc_real_5: 0.20530685782432556 (0.20281427670786303) | > loss_0: 2.143702507019043 (2.2329332393122567) | > grad_norm_0: tensor(89.6140, device='cuda:0') (tensor(68.7454, device='cuda:0')) | > loss_gen: 2.94978404045105 (2.7981947819592063) | > loss_kl: 2.363490104675293 (2.1777633761879143) | > loss_feat: 8.981888771057129 (8.558949607445548) | > loss_mel: 16.44599151611328 (15.313058053216045) | > loss_duration: 1.6221797466278076 (1.6174242481476715) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.36333465576172 (30.465390140523837) | > grad_norm_1: tensor(1070.3162, device='cuda:0') (tensor(1126.3711, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.816 (0.813694281902361) | > loader_time: 0.0106 (0.010951952009417244)  --> TIME: 2025-02-20 07:38:21 -- STEP: 447/924 -- GLOBAL_STEP: 101750 | > loss_disc: 2.1285226345062256 (2.230429865903236) | > loss_disc_real_0: 0.07013306021690369 (0.11837167812873853) | > loss_disc_real_1: 0.24272559583187103 (0.19262098150965348) | > loss_disc_real_2: 0.21122026443481445 (0.2034946448717608) | > loss_disc_real_3: 0.19473563134670258 (0.20665741456835063) | > loss_disc_real_4: 0.17815665900707245 (0.2118651399876448) | > loss_disc_real_5: 0.18376865983009338 (0.20252549734958333) | > loss_0: 2.1285226345062256 (2.230429865903236) | > grad_norm_0: tensor(12.8121, device='cuda:0') (tensor(68.0047, device='cuda:0')) | > loss_gen: 2.9015958309173584 (2.798953718787071) | > loss_kl: 2.010559558868408 (2.174841772256544) | > loss_feat: 9.010994911193848 (8.565550099016573) | > loss_mel: 14.530990600585938 (15.333354297100298) | > loss_duration: 1.629535436630249 (1.6172337580047198) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.083677291870117 (30.48993372650488) | > grad_norm_1: tensor(751.8069, device='cuda:0') (tensor(1130.2715, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.8129 (0.8138502534870597) | > loader_time: 0.0109 (0.010997045226811825)  --> TIME: 2025-02-20 07:39:03 -- STEP: 497/924 -- GLOBAL_STEP: 101800 | > loss_disc: 1.9835933446884155 (2.2276400361262585) | > loss_disc_real_0: 0.06159615144133568 (0.11698786071098786) | > loss_disc_real_1: 0.19772206246852875 (0.1927165695329307) | > loss_disc_real_2: 0.18657603859901428 (0.20354427649101742) | > loss_disc_real_3: 0.1787368506193161 (0.20634383382931562) | > loss_disc_real_4: 0.1708432137966156 (0.21171311236603166) | > loss_disc_real_5: 0.18679113686084747 (0.20221354729932559) | > loss_0: 1.9835933446884155 (2.2276400361262585) | > grad_norm_0: tensor(23.9046, device='cuda:0') (tensor(68.0816, device='cuda:0')) | > loss_gen: 2.9811015129089355 (2.8033912311377414) | > loss_kl: 2.2383339405059814 (2.17249329708951) | > loss_feat: 9.192151069641113 (8.569998635612505) | > loss_mel: 15.442439079284668 (15.327092193741674) | > loss_duration: 1.578230381011963 (1.6172832567207291) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.4322566986084 (30.490258698492223) | > grad_norm_1: tensor(1394.0612, device='cuda:0') (tensor(1111.6597, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.7796 (0.8143079093764244) | > loader_time: 0.0101 (0.011054649199518396)  --> TIME: 2025-02-20 07:39:44 -- STEP: 547/924 -- GLOBAL_STEP: 101850 | > loss_disc: 2.263660430908203 (2.2264729712083535) | > loss_disc_real_0: 0.058876823633909225 (0.11660898623262725) | > loss_disc_real_1: 0.1729363203048706 (0.19243505178955836) | > loss_disc_real_2: 0.18576201796531677 (0.203328081551374) | > loss_disc_real_3: 0.23284491896629333 (0.2064400024071908) | > loss_disc_real_4: 0.22726795077323914 (0.21181371571050056) | > loss_disc_real_5: 0.17211362719535828 (0.20235908884126053) | > loss_0: 2.263660430908203 (2.2264729712083535) | > grad_norm_0: tensor(54.6186, device='cuda:0') (tensor(67.7529, device='cuda:0')) | > loss_gen: 2.709317445755005 (2.8018477346605097) | > loss_kl: 2.214197874069214 (2.172030401622135) | > loss_feat: 8.808038711547852 (8.564771733292716) | > loss_mel: 14.885348320007324 (15.312301740349973) | > loss_duration: 1.6207821369171143 (1.617715871966081) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.237686157226562 (30.468667596959982) | > grad_norm_1: tensor(1700.4142, device='cuda:0') (tensor(1110.9076, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.8282 (0.8139803257023392) | > loader_time: 0.0109 (0.011076321331630891)  --> TIME: 2025-02-20 07:40:26 -- STEP: 597/924 -- GLOBAL_STEP: 101900 | > loss_disc: 2.320788860321045 (2.2241326362843092) | > loss_disc_real_0: 0.12683270871639252 (0.1153718944439287) | > loss_disc_real_1: 0.18609926104545593 (0.19226742188884594) | > loss_disc_real_2: 0.20599320530891418 (0.20339287949766535) | > loss_disc_real_3: 0.2168249934911728 (0.2065552230456367) | > loss_disc_real_4: 0.22987592220306396 (0.21166038143774574) | > loss_disc_real_5: 0.17364002764225006 (0.20217585491275475) | > loss_0: 2.320788860321045 (2.2241326362843092) | > grad_norm_0: tensor(60.5074, device='cuda:0') (tensor(67.2964, device='cuda:0')) | > loss_gen: 2.511871099472046 (2.8062191173259543) | > loss_kl: 2.249077320098877 (2.1715006476870315) | > loss_feat: 7.936741352081299 (8.57292340308977) | > loss_mel: 15.223346710205078 (15.298639449242572) | > loss_duration: 1.60414457321167 (1.6171857452073084) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.52518081665039 (30.466468465987163) | > grad_norm_1: tensor(319.4626, device='cuda:0') (tensor(1096.5631, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.8302 (0.8139442622761431) | > loader_time: 0.0113 (0.011071406816517693)  --> TIME: 2025-02-20 07:41:08 -- STEP: 647/924 -- GLOBAL_STEP: 101950 | > loss_disc: 2.0465927124023438 (2.223021791928335) | > loss_disc_real_0: 0.05563962459564209 (0.11535806563240944) | > loss_disc_real_1: 0.21642152965068817 (0.19229901948198103) | > loss_disc_real_2: 0.2517011761665344 (0.20349930282077613) | > loss_disc_real_3: 0.23788879811763763 (0.2064176974515827) | > loss_disc_real_4: 0.20112289488315582 (0.21171728002232784) | > loss_disc_real_5: 0.1898443102836609 (0.20182308340459565) | > loss_0: 2.0465927124023438 (2.223021791928335) | > grad_norm_0: tensor(14.7622, device='cuda:0') (tensor(67.1635, device='cuda:0')) | > loss_gen: 3.092118263244629 (2.807251441976203) | > loss_kl: 2.272003412246704 (2.171395926239684) | > loss_feat: 9.804060935974121 (8.574993229354547) | > loss_mel: 15.845458030700684 (15.300043568913313) | > loss_duration: 1.58664870262146 (1.6167275876129237) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.60028839111328 (30.470411857829028) | > grad_norm_1: tensor(728.9316, device='cuda:0') (tensor(1098.3279, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.7983 (0.8146330068432017) | > loader_time: 0.0101 (0.011079351905693048)  --> TIME: 2025-02-20 07:41:49 -- STEP: 697/924 -- GLOBAL_STEP: 102000 | > loss_disc: 2.4378890991210938 (2.2217622728566697) | > loss_disc_real_0: 0.11382144689559937 (0.11447110311682716) | > loss_disc_real_1: 0.21218708157539368 (0.19239814146562143) | > loss_disc_real_2: 0.2115093618631363 (0.20344039051655888) | > loss_disc_real_3: 0.24450565874576569 (0.20642801971739988) | > loss_disc_real_4: 0.22637097537517548 (0.21188167400305377) | > loss_disc_real_5: 0.21800187230110168 (0.20167124314150825) | > loss_0: 2.4378890991210938 (2.2217622728566697) | > grad_norm_0: tensor(41.5778, device='cuda:0') (tensor(67.1389, device='cuda:0')) | > loss_gen: 2.206576347351074 (2.8095440074395253) | > loss_kl: 2.237354040145874 (2.1699160732531975) | > loss_feat: 6.471635341644287 (8.585172676458585) | > loss_mel: 12.160478591918945 (15.304671644651394) | > loss_duration: 1.59428071975708 (1.6165999695765572) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.670326232910156 (30.485904480155604) | > grad_norm_1: tensor(448.2207, device='cuda:0') (tensor(1094.5450, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.782 (0.8149533435980254) | > loader_time: 0.0096 (0.011138449098321599) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_102000.pth  --> TIME: 2025-02-20 07:42:34 -- STEP: 747/924 -- GLOBAL_STEP: 102050 | > loss_disc: 2.188645839691162 (2.220858967607441) | > loss_disc_real_0: 0.09487850964069366 (0.11463530130504844) | > loss_disc_real_1: 0.17775209248065948 (0.19219845831593668) | > loss_disc_real_2: 0.20879776775836945 (0.20323680295363328) | > loss_disc_real_3: 0.1547263264656067 (0.2061314894213096) | > loss_disc_real_4: 0.18383145332336426 (0.2117347830789316) | > loss_disc_real_5: 0.1559630185365677 (0.20157205114961477) | > loss_0: 2.188645839691162 (2.220858967607441) | > grad_norm_0: tensor(19.5549, device='cuda:0') (tensor(67.3343, device='cuda:0')) | > loss_gen: 2.740959405899048 (2.808795891293241) | > loss_kl: 2.237903118133545 (2.16936458417849) | > loss_feat: 8.881927490234375 (8.585051122279841) | > loss_mel: 16.724863052368164 (15.304904840717034) | > loss_duration: 1.6899878978729248 (1.6164763987144148) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.27564239501953 (30.484592940753085) | > grad_norm_1: tensor(950.8479, device='cuda:0') (tensor(1101.1594, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.8441 (0.8154056742488144) | > loader_time: 0.0117 (0.011184032343158446)  --> TIME: 2025-02-20 07:43:15 -- STEP: 797/924 -- GLOBAL_STEP: 102100 | > loss_disc: 2.3085014820098877 (2.22093067384574) | > loss_disc_real_0: 0.1928132325410843 (0.11449379227363704) | > loss_disc_real_1: 0.17477251589298248 (0.19230999934067533) | > loss_disc_real_2: 0.1796266734600067 (0.20318923058593588) | > loss_disc_real_3: 0.2131713628768921 (0.20625101957222453) | > loss_disc_real_4: 0.1988113820552826 (0.21167773462673053) | > loss_disc_real_5: 0.21269211173057556 (0.20152259998518976) | > loss_0: 2.3085014820098877 (2.22093067384574) | > grad_norm_0: tensor(117.8964, device='cuda:0') (tensor(67.0787, device='cuda:0')) | > loss_gen: 2.8054819107055664 (2.810004675552866) | > loss_kl: 2.0542874336242676 (2.166653157477097) | > loss_feat: 7.848258018493652 (8.579939200857195) | > loss_mel: 15.243337631225586 (15.287576576098893) | > loss_duration: 1.607998013496399 (1.6167894932377138) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.559364318847656 (30.46096319536044) | > grad_norm_1: tensor(747.8005, device='cuda:0') (tensor(1097.5503, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.8232 (0.8153070673589577) | > loader_time: 0.0104 (0.01118903866077457)  --> TIME: 2025-02-20 07:43:56 -- STEP: 847/924 -- GLOBAL_STEP: 102150 | > loss_disc: 2.3952581882476807 (2.2210317765667154) | > loss_disc_real_0: 0.12998642027378082 (0.11415154442692521) | > loss_disc_real_1: 0.22216904163360596 (0.19231005559247663) | > loss_disc_real_2: 0.2029622197151184 (0.20323383626929423) | > loss_disc_real_3: 0.21867245435714722 (0.20620341569079703) | > loss_disc_real_4: 0.22779278457164764 (0.21167979729851133) | > loss_disc_real_5: 0.20084349811077118 (0.20163964681600038) | > loss_0: 2.3952581882476807 (2.2210317765667154) | > grad_norm_0: tensor(29.1154, device='cuda:0') (tensor(66.5258, device='cuda:0')) | > loss_gen: 2.5173134803771973 (2.810167363852509) | > loss_kl: 2.2523300647735596 (2.166247288057628) | > loss_feat: 6.725632190704346 (8.580899741320282) | > loss_mel: 13.28931999206543 (15.29852367320055) | > loss_duration: 1.6110615730285645 (1.616622170563149) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.39565658569336 (30.472460333543797) | > grad_norm_1: tensor(981.7710, device='cuda:0') (tensor(1096.9720, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.752 (0.8150242320762195) | > loader_time: 0.0093 (0.011190927014581714)  --> TIME: 2025-02-20 07:44:38 -- STEP: 897/924 -- GLOBAL_STEP: 102200 | > loss_disc: 2.3733115196228027 (2.2193961333537464) | > loss_disc_real_0: 0.08453631401062012 (0.11338875827523844) | > loss_disc_real_1: 0.20216010510921478 (0.19231166258670276) | > loss_disc_real_2: 0.22438861429691315 (0.20329597567435492) | > loss_disc_real_3: 0.21615692973136902 (0.2060669492618695) | > loss_disc_real_4: 0.22615762054920197 (0.21158888809789914) | > loss_disc_real_5: 0.22069379687309265 (0.20150640714859624) | > loss_0: 2.3733115196228027 (2.2193961333537464) | > grad_norm_0: tensor(35.1922, device='cuda:0') (tensor(66.1182, device='cuda:0')) | > loss_gen: 2.543907642364502 (2.812261485734512) | > loss_kl: 2.249332904815674 (2.167311491243286) | > loss_feat: 7.410527229309082 (8.587726591954384) | > loss_mel: 13.446407318115234 (15.30576815227734) | > loss_duration: 1.6125156879425049 (1.616525087468201) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.262691497802734 (30.48959289771923) | > grad_norm_1: tensor(952.2223, device='cuda:0') (tensor(1090.9092, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.7855 (0.814723674801813) | > loader_time: 0.0103 (0.011187055304962128)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.09126353263855 (2.09126353263855) | > loss_disc_real_0: 0.043047945946455 (0.043047945946455) | > loss_disc_real_1: 0.20562590658664703 (0.20562590658664703) | > loss_disc_real_2: 0.267530232667923 (0.267530232667923) | > loss_disc_real_3: 0.19099701941013336 (0.19099701941013336) | > loss_disc_real_4: 0.22648239135742188 (0.22648239135742188) | > loss_disc_real_5: 0.1862705945968628 (0.1862705945968628) | > loss_0: 2.09126353263855 (2.09126353263855) | > loss_gen: 2.892012357711792 (2.892012357711792) | > loss_kl: 1.82612144947052 (1.82612144947052) | > loss_feat: 8.497983932495117 (8.497983932495117) | > loss_mel: 15.292044639587402 (15.292044639587402) | > loss_duration: 1.6713407039642334 (1.6713407039642334) | > loss_1: 30.179502487182617 (30.179502487182617)  --> STEP: 1 | > loss_disc: 2.074866533279419 (2.074866533279419) | > loss_disc_real_0: 0.05004839226603508 (0.05004839226603508) | > loss_disc_real_1: 0.20024226605892181 (0.20024226605892181) | > loss_disc_real_2: 0.26910629868507385 (0.26910629868507385) | > loss_disc_real_3: 0.17374463379383087 (0.17374463379383087) | > loss_disc_real_4: 0.20074070990085602 (0.20074070990085602) | > loss_disc_real_5: 0.16892793774604797 (0.16892793774604797) | > loss_0: 2.074866533279419 (2.074866533279419) | > loss_gen: 2.8085367679595947 (2.8085367679595947) | > loss_kl: 1.9120750427246094 (1.9120750427246094) | > loss_feat: 8.546483039855957 (8.546483039855957) | > loss_mel: 14.331116676330566 (14.331116676330566) | > loss_duration: 1.6898263692855835 (1.6898263692855835) | > loss_1: 29.28803825378418 (29.28803825378418)  --> STEP: 2 | > loss_disc: 2.1705875396728516 (2.1227270364761353) | > loss_disc_real_0: 0.04131409898400307 (0.045681245625019073) | > loss_disc_real_1: 0.20994959771633148 (0.20509593188762665) | > loss_disc_real_2: 0.26717498898506165 (0.26814064383506775) | > loss_disc_real_3: 0.19813989102840424 (0.18594226241111755) | > loss_disc_real_4: 0.24162624776363373 (0.22118347883224487) | > loss_disc_real_5: 0.16865725815296173 (0.16879259794950485) | > loss_0: 2.1705875396728516 (2.1227270364761353) | > loss_gen: 2.842447519302368 (2.8254921436309814) | > loss_kl: 2.1372625827789307 (2.02466881275177) | > loss_feat: 8.935757637023926 (8.741120338439941) | > loss_mel: 14.814818382263184 (14.572967529296875) | > loss_duration: 1.565920114517212 (1.6278732419013977) | > loss_1: 30.296205520629883 (29.79212188720703)  --> STEP: 3 | > loss_disc: 2.161813259124756 (2.135755777359009) | > loss_disc_real_0: 0.051115941256284714 (0.047492810835440956) | > loss_disc_real_1: 0.20571957528591156 (0.20530381302038828) | > loss_disc_real_2: 0.24982838332653046 (0.26203655699888867) | > loss_disc_real_3: 0.20015159249305725 (0.19067870577176413) | > loss_disc_real_4: 0.2479628622531891 (0.2301099399725596) | > loss_disc_real_5: 0.19965669512748718 (0.17908063034216562) | > loss_0: 2.161813259124756 (2.135755777359009) | > loss_gen: 2.839571475982666 (2.8301852544148765) | > loss_kl: 2.061530590057373 (2.0369560718536377) | > loss_feat: 8.745583534240723 (8.742608070373535) | > loss_mel: 14.919604301452637 (14.688513120015463) | > loss_duration: 1.6560925245285034 (1.6372796694437664) | > loss_1: 30.222381591796875 (29.93554178873698)  --> STEP: 4 | > loss_disc: 2.2002651691436768 (2.151883125305176) | > loss_disc_real_0: 0.05543135106563568 (0.049477445892989635) | > loss_disc_real_1: 0.2077431082725525 (0.20591363683342934) | > loss_disc_real_2: 0.28031352162361145 (0.26660579815506935) | > loss_disc_real_3: 0.19957038760185242 (0.1929016262292862) | > loss_disc_real_4: 0.25424641370773315 (0.236144058406353) | > loss_disc_real_5: 0.18171186745166779 (0.17973843961954117) | > loss_0: 2.2002651691436768 (2.151883125305176) | > loss_gen: 2.788076162338257 (2.8196579813957214) | > loss_kl: 1.8856662511825562 (1.9991336166858673) | > loss_feat: 7.913313388824463 (8.535284399986267) | > loss_mel: 13.889274597167969 (14.488703489303589) | > loss_duration: 1.7636408805847168 (1.668869972229004) | > loss_1: 28.239973068237305 (29.51164960861206)  --> STEP: 5 | > loss_disc: 1.80925452709198 (2.083357405662537) | > loss_disc_real_0: 0.020322343334555626 (0.04364642538130283) | > loss_disc_real_1: 0.17745527625083923 (0.2002219647169113) | > loss_disc_real_2: 0.2889370322227478 (0.27107204496860504) | > loss_disc_real_3: 0.14150506258010864 (0.18262231349945068) | > loss_disc_real_4: 0.2193015068769455 (0.2327755481004715) | > loss_disc_real_5: 0.16424548625946045 (0.17663984894752502) | > loss_0: 1.80925452709198 (2.083357405662537) | > loss_gen: 3.2513325214385986 (2.905992889404297) | > loss_kl: 2.2059717178344727 (2.0405012369155884) | > loss_feat: 11.883147239685059 (9.204856967926025) | > loss_mel: 17.741559982299805 (15.139274787902831) | > loss_duration: 1.5505574941635132 (1.6452074766159057) | > loss_1: 36.632568359375 (30.935833358764647) --> EVAL PERFORMANCE | > avg_loader_time: 0.16069407463073732 (+0.009103775024414062) | > avg_loss_disc: 2.083357405662537 (-0.19142177104949942) | > avg_loss_disc_real_0: 0.04364642538130283 (-0.043011480197310444) | > avg_loss_disc_real_1: 0.2002219647169113 (+0.028047004342079157) | > avg_loss_disc_real_2: 0.27107204496860504 (+0.059283277392387396) | > avg_loss_disc_real_3: 0.18262231349945068 (-0.029262015223503107) | > avg_loss_disc_real_4: 0.2327755481004715 (+0.0011903256177902277) | > avg_loss_disc_real_5: 0.17663984894752502 (-0.01971439123153687) | > avg_loss_0: 2.083357405662537 (-0.19142177104949942) | > avg_loss_gen: 2.905992889404297 (+0.5373540401458738) | > avg_loss_kl: 2.0405012369155884 (-0.006878423690795721) | > avg_loss_feat: 9.204856967926025 (+1.3626186370849602) | > avg_loss_mel: 15.139274787902831 (+0.5186092376708977) | > avg_loss_duration: 1.6452074766159057 (+0.0020970582962036577) | > avg_loss_1: 30.935833358764647 (+2.413800811767576)  > EPOCH: 61/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 07:45:08)   --> TIME: 2025-02-20 07:45:29 -- STEP: 23/924 -- GLOBAL_STEP: 102250 | > loss_disc: 2.206970453262329 (2.2704177680222877) | > loss_disc_real_0: 0.09202789515256882 (0.11781573635728462) | > loss_disc_real_1: 0.19138167798519135 (0.1942592496457307) | > loss_disc_real_2: 0.21730591356754303 (0.20731034615765448) | > loss_disc_real_3: 0.23096805810928345 (0.2069883696410967) | > loss_disc_real_4: 0.21784290671348572 (0.21718383094538812) | > loss_disc_real_5: 0.22080737352371216 (0.19970110577085745) | > loss_0: 2.206970453262329 (2.2704177680222877) | > grad_norm_0: tensor(65.5780, device='cuda:0') (tensor(68.0124, device='cuda:0')) | > loss_gen: 2.8525288105010986 (2.787682875342991) | > loss_kl: 2.2346293926239014 (2.1589081131893657) | > loss_feat: 7.962737560272217 (8.435632747152578) | > loss_mel: 14.162545204162598 (15.112452631411346) | > loss_duration: 1.632859230041504 (1.6124264364657195) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.84530258178711 (30.107102684352707) | > grad_norm_1: tensor(1356.4978, device='cuda:0') (tensor(943.0542, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.7539 (0.8081899518552034) | > loader_time: 0.0151 (0.011209073274031929)  --> TIME: 2025-02-20 07:46:10 -- STEP: 73/924 -- GLOBAL_STEP: 102300 | > loss_disc: 2.1452295780181885 (2.2520812651882434) | > loss_disc_real_0: 0.1539146602153778 (0.11412727368408687) | > loss_disc_real_1: 0.20103581249713898 (0.1948678918080787) | > loss_disc_real_2: 0.2037685364484787 (0.20588538581377838) | > loss_disc_real_3: 0.20639504492282867 (0.20856830681840036) | > loss_disc_real_4: 0.2019997537136078 (0.2150977658082361) | > loss_disc_real_5: 0.20973993837833405 (0.20227812598012904) | > loss_0: 2.1452295780181885 (2.2520812651882434) | > grad_norm_0: tensor(120.8316, device='cuda:0') (tensor(63.3445, device='cuda:0')) | > loss_gen: 3.041105031967163 (2.780383988602521) | > loss_kl: 2.178046703338623 (2.1573037366344505) | > loss_feat: 8.8032865524292 (8.466527586113916) | > loss_mel: 15.7051420211792 (15.312568272629829) | > loss_duration: 1.6382904052734375 (1.617845832485042) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.365869522094727 (30.334629398502717) | > grad_norm_1: tensor(977.2294, device='cuda:0') (tensor(1022.9706, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.8047 (0.8111794942045866) | > loader_time: 0.0135 (0.011717930232008842)  --> TIME: 2025-02-20 07:46:51 -- STEP: 123/924 -- GLOBAL_STEP: 102350 | > loss_disc: 2.187166690826416 (2.257230812941141) | > loss_disc_real_0: 0.15127170085906982 (0.12199616762317293) | > loss_disc_real_1: 0.19575166702270508 (0.19393542081844517) | > loss_disc_real_2: 0.20418855547904968 (0.2050290849150681) | > loss_disc_real_3: 0.1942494660615921 (0.20805424960648145) | > loss_disc_real_4: 0.2113720327615738 (0.21412020945936683) | > loss_disc_real_5: 0.18597200512886047 (0.20189451686735074) | > loss_0: 2.187166690826416 (2.257230812941141) | > grad_norm_0: tensor(50.6404, device='cuda:0') (tensor(64.9339, device='cuda:0')) | > loss_gen: 2.866826295852661 (2.781650510260729) | > loss_kl: 2.062653064727783 (2.143093503587614) | > loss_feat: 8.167795181274414 (8.44533709006581) | > loss_mel: 14.962388038635254 (15.215503041337175) | > loss_duration: 1.5764544010162354 (1.6165093687491685) | > amp_scaler: 128.0 (129.04065040650406) | > loss_1: 29.636117935180664 (30.20209363611733) | > grad_norm_1: tensor(736.2520, device='cuda:0') (tensor(933.4480, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.7844 (0.8084517145544533) | > loader_time: 0.01 (0.011651041061897589)  --> TIME: 2025-02-20 07:47:33 -- STEP: 173/924 -- GLOBAL_STEP: 102400 | > loss_disc: 2.1521968841552734 (2.2399207456952586) | > loss_disc_real_0: 0.12402482330799103 (0.11962309311752374) | > loss_disc_real_1: 0.2343520224094391 (0.19267691723528615) | > loss_disc_real_2: 0.22759388387203217 (0.2033620423319712) | > loss_disc_real_3: 0.20389120280742645 (0.20773233929810497) | > loss_disc_real_4: 0.18691645562648773 (0.21259846671812796) | > loss_disc_real_5: 0.19148820638656616 (0.20146954412749737) | > loss_0: 2.1521968841552734 (2.2399207456952586) | > grad_norm_0: tensor(89.4329, device='cuda:0') (tensor(64.1040, device='cuda:0')) | > loss_gen: 3.0400900840759277 (2.7877620534400718) | > loss_kl: 2.1147313117980957 (2.145141139884906) | > loss_feat: 8.92895221710205 (8.502420441952742) | > loss_mel: 15.267870903015137 (15.264771136245287) | > loss_duration: 1.5921032428741455 (1.615587211068655) | > amp_scaler: 128.0 (128.7398843930636) | > loss_1: 30.943748474121094 (30.315682141078) | > grad_norm_1: tensor(1557.3232, device='cuda:0') (tensor(957.8285, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.7825 (0.8107820149791034) | > loader_time: 0.0097 (0.011594707566189627)  --> TIME: 2025-02-20 07:48:15 -- STEP: 223/924 -- GLOBAL_STEP: 102450 | > loss_disc: 2.269826650619507 (2.2398381639489156) | > loss_disc_real_0: 0.13057588040828705 (0.11955170595659269) | > loss_disc_real_1: 0.19818833470344543 (0.19272816395011177) | > loss_disc_real_2: 0.1910974234342575 (0.20415577813648858) | > loss_disc_real_3: 0.21220636367797852 (0.20689250903011971) | > loss_disc_real_4: 0.20381267368793488 (0.21262014901156917) | > loss_disc_real_5: 0.20223386585712433 (0.20124505366712409) | > loss_0: 2.269826650619507 (2.2398381639489156) | > grad_norm_0: tensor(56.2799, device='cuda:0') (tensor(66.3916, device='cuda:0')) | > loss_gen: 2.8164961338043213 (2.792187123020668) | > loss_kl: 2.1511261463165283 (2.1454380622359146) | > loss_feat: 8.544913291931152 (8.511401272675382) | > loss_mel: 14.231372833251953 (15.235546954544136) | > loss_duration: 1.6139488220214844 (1.6151415307425598) | > amp_scaler: 128.0 (128.57399103139016) | > loss_1: 29.35785675048828 (30.299715067773658) | > grad_norm_1: tensor(392.6244, device='cuda:0') (tensor(938.3862, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.7918 (0.8138227676596876) | > loader_time: 0.0119 (0.011512109516982005)  --> TIME: 2025-02-20 07:48:56 -- STEP: 273/924 -- GLOBAL_STEP: 102500 | > loss_disc: 2.294044017791748 (2.235447460915144) | > loss_disc_real_0: 0.11607958376407623 (0.11760299647356565) | > loss_disc_real_1: 0.1659727543592453 (0.19345727202656499) | > loss_disc_real_2: 0.22059834003448486 (0.20394130384092368) | > loss_disc_real_3: 0.1956702023744583 (0.20623612463910937) | > loss_disc_real_4: 0.2267899364233017 (0.2122437047325211) | > loss_disc_real_5: 0.21138250827789307 (0.2012410360378223) | > loss_0: 2.294044017791748 (2.235447460915144) | > grad_norm_0: tensor(30.0448, device='cuda:0') (tensor(64.9976, device='cuda:0')) | > loss_gen: 2.659268379211426 (2.7918955423893075) | > loss_kl: 2.339484930038452 (2.148891114926601) | > loss_feat: 8.261215209960938 (8.511943172622514) | > loss_mel: 14.55766487121582 (15.189847209078051) | > loss_duration: 1.6388205289840698 (1.6164712146088318) | > amp_scaler: 128.0 (128.46886446886452) | > loss_1: 29.45645523071289 (30.259048406021062) | > grad_norm_1: tensor(1179.7993, device='cuda:0') (tensor(942.1495, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.8101 (0.81361479811616) | > loader_time: 0.0109 (0.011426654927459829)  --> TIME: 2025-02-20 07:49:38 -- STEP: 323/924 -- GLOBAL_STEP: 102550 | > loss_disc: 2.371535539627075 (2.2323219111829364) | > loss_disc_real_0: 0.06693131476640701 (0.11761297139082531) | > loss_disc_real_1: 0.2061053216457367 (0.19323967443346612) | > loss_disc_real_2: 0.19486106932163239 (0.2034334598495496) | > loss_disc_real_3: 0.20223984122276306 (0.20592490609031716) | > loss_disc_real_4: 0.17309488356113434 (0.2116118855889737) | > loss_disc_real_5: 0.17621919512748718 (0.20090195790348417) | > loss_0: 2.371535539627075 (2.2323219111829364) | > grad_norm_0: tensor(28.3876, device='cuda:0') (tensor(64.8405, device='cuda:0')) | > loss_gen: 2.5953316688537598 (2.7993467592233467) | > loss_kl: 2.0506255626678467 (2.1511390633627387) | > loss_feat: 9.086315155029297 (8.538108463995975) | > loss_mel: 15.446069717407227 (15.214870258012423) | > loss_duration: 1.656364917755127 (1.6159726266890488) | > amp_scaler: 128.0 (128.3962848297215) | > loss_1: 30.834707260131836 (30.31943728680212) | > grad_norm_1: tensor(942.5574, device='cuda:0') (tensor(939.5074, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.8258 (0.8145048714274591) | > loader_time: 0.0112 (0.011430367596747341)  --> TIME: 2025-02-20 07:50:20 -- STEP: 373/924 -- GLOBAL_STEP: 102600 | > loss_disc: 2.258013963699341 (2.2313146284374414) | > loss_disc_real_0: 0.06852129846811295 (0.11705617079306543) | > loss_disc_real_1: 0.18304343521595 (0.19283408963248816) | > loss_disc_real_2: 0.21132288873195648 (0.2034263723497417) | > loss_disc_real_3: 0.24292640388011932 (0.20651516150533358) | > loss_disc_real_4: 0.20601622760295868 (0.2119869670903076) | > loss_disc_real_5: 0.20419757068157196 (0.20100820184393167) | > loss_0: 2.258013963699341 (2.2313146284374414) | > grad_norm_0: tensor(58.8390, device='cuda:0') (tensor(62.7102, device='cuda:0')) | > loss_gen: 2.700188159942627 (2.793146262539614) | > loss_kl: 2.3319597244262695 (2.1584795358673183) | > loss_feat: 8.589545249938965 (8.518829850664734) | > loss_mel: 15.343198776245117 (15.210692758534613) | > loss_duration: 1.5703760385513306 (1.6161704696215509) | > amp_scaler: 128.0 (128.34316353887417) | > loss_1: 30.535266876220703 (30.297318987808023) | > grad_norm_1: tensor(1478.5227, device='cuda:0') (tensor(967.1083, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.7711 (0.8146866313893416) | > loader_time: 0.0119 (0.01139487465968401)  --> TIME: 2025-02-20 07:51:01 -- STEP: 423/924 -- GLOBAL_STEP: 102650 | > loss_disc: 2.1493828296661377 (2.2287704273882203) | > loss_disc_real_0: 0.10677415132522583 (0.11734133031457028) | > loss_disc_real_1: 0.17587223649024963 (0.19252571563982798) | > loss_disc_real_2: 0.24040286242961884 (0.20322874336377955) | > loss_disc_real_3: 0.19201870262622833 (0.20611476045691943) | > loss_disc_real_4: 0.20531801879405975 (0.21145610328120829) | > loss_disc_real_5: 0.22246131300926208 (0.20084925080444802) | > loss_0: 2.1493828296661377 (2.2287704273882203) | > grad_norm_0: tensor(44.1948, device='cuda:0') (tensor(62.8879, device='cuda:0')) | > loss_gen: 2.9736080169677734 (2.7950475661185323) | > loss_kl: 2.1788272857666016 (2.167756882119687) | > loss_feat: 8.554152488708496 (8.53725943666824) | > loss_mel: 14.596123695373535 (15.23580762398722) | > loss_duration: 1.6757607460021973 (1.6161312341126426) | > amp_scaler: 128.0 (128.30260047281328) | > loss_1: 29.978471755981445 (30.352002863061063) | > grad_norm_1: tensor(820.6397, device='cuda:0') (tensor(1000.2686, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.8233 (0.8149096869971452) | > loader_time: 0.0106 (0.011392042710144192)  --> TIME: 2025-02-20 07:51:43 -- STEP: 473/924 -- GLOBAL_STEP: 102700 | > loss_disc: 2.2682089805603027 (2.2287938000031797) | > loss_disc_real_0: 0.09699273854494095 (0.11717439111298537) | > loss_disc_real_1: 0.1876317709684372 (0.19245407787047283) | > loss_disc_real_2: 0.19702763855457306 (0.20315921826418062) | > loss_disc_real_3: 0.21516868472099304 (0.2061087530712749) | > loss_disc_real_4: 0.19988811016082764 (0.21180986841435667) | > loss_disc_real_5: 0.17844045162200928 (0.201333656497536) | > loss_0: 2.2682089805603027 (2.2287938000031797) | > grad_norm_0: tensor(40.2015, device='cuda:0') (tensor(64.1387, device='cuda:0')) | > loss_gen: 2.5318548679351807 (2.793249528957471) | > loss_kl: 2.0014867782592773 (2.166974246879967) | > loss_feat: 7.471263885498047 (8.529237597991749) | > loss_mel: 13.901834487915039 (15.214362067853674) | > loss_duration: 1.632760763168335 (1.6165015619350538) | > amp_scaler: 128.0 (128.2706131078225) | > loss_1: 27.539199829101562 (30.320325093339918) | > grad_norm_1: tensor(1235.3104, device='cuda:0') (tensor(1008.1276, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.8375 (0.815286607621336) | > loader_time: 0.0136 (0.011375635925357492)  --> TIME: 2025-02-20 07:52:24 -- STEP: 523/924 -- GLOBAL_STEP: 102750 | > loss_disc: 2.1578967571258545 (2.2299176060218877) | > loss_disc_real_0: 0.10518070310354233 (0.11716702006344129) | > loss_disc_real_1: 0.20165976881980896 (0.19257756938043108) | > loss_disc_real_2: 0.21231374144554138 (0.2034774113795498) | > loss_disc_real_3: 0.21589365601539612 (0.2059956932899829) | > loss_disc_real_4: 0.17362196743488312 (0.21169980918814077) | > loss_disc_real_5: 0.22174258530139923 (0.20145211484190617) | > loss_0: 2.1578967571258545 (2.2299176060218877) | > grad_norm_0: tensor(39.9421, device='cuda:0') (tensor(64.2882, device='cuda:0')) | > loss_gen: 2.6639914512634277 (2.794659874407328) | > loss_kl: 2.3039379119873047 (2.167390528874007) | > loss_feat: 8.951312065124512 (8.531777013556221) | > loss_mel: 15.871573448181152 (15.228378906760573) | > loss_duration: 1.630319356918335 (1.6166799011467519) | > amp_scaler: 128.0 (128.24474187380505) | > loss_1: 31.42113494873047 (30.33888633392509) | > grad_norm_1: tensor(1785.8815, device='cuda:0') (tensor(1014.0282, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.8018 (0.8147142908997105) | > loader_time: 0.0104 (0.011377121248846987)  --> TIME: 2025-02-20 07:53:06 -- STEP: 573/924 -- GLOBAL_STEP: 102800 | > loss_disc: 2.2483487129211426 (2.2282498771191466) | > loss_disc_real_0: 0.07594113051891327 (0.11614326309627264) | > loss_disc_real_1: 0.17325587570667267 (0.19250258885284993) | > loss_disc_real_2: 0.19892936944961548 (0.20366613270412567) | > loss_disc_real_3: 0.18004371225833893 (0.20595965533148347) | > loss_disc_real_4: 0.18829643726348877 (0.2118320884036768) | > loss_disc_real_5: 0.18113352358341217 (0.20118138813015468) | > loss_0: 2.2483487129211426 (2.2282498771191466) | > grad_norm_0: tensor(40.3980, device='cuda:0') (tensor(62.8543, device='cuda:0')) | > loss_gen: 2.6230294704437256 (2.795552378133537) | > loss_kl: 1.963176965713501 (2.1624787700529935) | > loss_feat: 8.290992736816406 (8.533799084901391) | > loss_mel: 15.305596351623535 (15.211157818739327) | > loss_duration: 1.6299207210540771 (1.6162671676688996) | > amp_scaler: 128.0 (128.2233856893544) | > loss_1: 29.812715530395508 (30.31925529293573) | > grad_norm_1: tensor(1022.7206, device='cuda:0') (tensor(1008.0883, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.8108 (0.8154562476625821) | > loader_time: 0.0111 (0.011387901156360564)  --> TIME: 2025-02-20 07:53:48 -- STEP: 623/924 -- GLOBAL_STEP: 102850 | > loss_disc: 2.2459521293640137 (2.225560487369089) | > loss_disc_real_0: 0.1894083023071289 (0.11428079416266797) | > loss_disc_real_1: 0.18390870094299316 (0.19270357316177503) | > loss_disc_real_2: 0.21183428168296814 (0.20371970170765025) | > loss_disc_real_3: 0.1987931877374649 (0.20608738466594997) | > loss_disc_real_4: 0.20911937952041626 (0.21177482270122913) | > loss_disc_real_5: 0.19356732070446014 (0.20113198784438602) | > loss_0: 2.2459521293640137 (2.225560487369089) | > grad_norm_0: tensor(161.2961, device='cuda:0') (tensor(62.9352, device='cuda:0')) | > loss_gen: 2.873276472091675 (2.800738356469339) | > loss_kl: 2.3297250270843506 (2.16252062944501) | > loss_feat: 8.49155330657959 (8.5446617737245) | > loss_mel: 15.343705177307129 (15.222040442746868) | > loss_duration: 1.632154941558838 (1.6159439909706905) | > amp_scaler: 128.0 (128.20545746388453) | > loss_1: 30.670413970947266 (30.34590526109331) | > grad_norm_1: tensor(767.2443, device='cuda:0') (tensor(999.1256, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.7777 (0.8153724142291949) | > loader_time: 0.0095 (0.01138223423047012)  --> TIME: 2025-02-20 07:54:29 -- STEP: 673/924 -- GLOBAL_STEP: 102900 | > loss_disc: 2.30342960357666 (2.2262610182896734) | > loss_disc_real_0: 0.08175293356180191 (0.11419807567661089) | > loss_disc_real_1: 0.2323344647884369 (0.192725045487484) | > loss_disc_real_2: 0.2073160856962204 (0.20397318392593483) | > loss_disc_real_3: 0.2517916262149811 (0.20624972315280965) | > loss_disc_real_4: 0.22684167325496674 (0.21162104788187885) | > loss_disc_real_5: 0.2130434811115265 (0.20127475675732384) | > loss_0: 2.30342960357666 (2.2262610182896734) | > grad_norm_0: tensor(62.1794, device='cuda:0') (tensor(62.6623, device='cuda:0')) | > loss_gen: 2.5998117923736572 (2.799314916930971) | > loss_kl: 2.2583229541778564 (2.159213663210309) | > loss_feat: 7.585664749145508 (8.53411677262758) | > loss_mel: 15.418096542358398 (15.210741011915731) | > loss_duration: 1.6142181158065796 (1.6155357426378376) | > amp_scaler: 128.0 (128.1901931649331) | > loss_1: 29.47611427307129 (30.318922176049334) | > grad_norm_1: tensor(907.5735, device='cuda:0') (tensor(1006.2877, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.7711 (0.8151124444794331) | > loader_time: 0.0089 (0.011376481885187336)  --> TIME: 2025-02-20 07:55:11 -- STEP: 723/924 -- GLOBAL_STEP: 102950 | > loss_disc: 2.381401777267456 (2.2265308768917387) | > loss_disc_real_0: 0.16629637777805328 (0.11459422433030061) | > loss_disc_real_1: 0.17483198642730713 (0.1925548264656325) | > loss_disc_real_2: 0.23196840286254883 (0.20378909343505805) | > loss_disc_real_3: 0.23012354969978333 (0.20610986645868046) | > loss_disc_real_4: 0.21616432070732117 (0.21173937338433985) | > loss_disc_real_5: 0.21335922181606293 (0.20142400600685947) | > loss_0: 2.381401777267456 (2.2265308768917387) | > grad_norm_0: tensor(95.7513, device='cuda:0') (tensor(62.8502, device='cuda:0')) | > loss_gen: 2.699951410293579 (2.800070003520075) | > loss_kl: 2.321716785430908 (2.1594253203021347) | > loss_feat: 7.55853796005249 (8.537429299097333) | > loss_mel: 14.180211067199707 (15.213569588351216) | > loss_duration: 1.5459611415863037 (1.6153317459061591) | > amp_scaler: 128.0 (128.1770401106501) | > loss_1: 28.306379318237305 (30.325826027581307) | > grad_norm_1: tensor(606.1943, device='cuda:0') (tensor(1016.9566, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.8816 (0.8157955063494075) | > loader_time: 0.0116 (0.011382269166811863)  --> TIME: 2025-02-20 07:55:53 -- STEP: 773/924 -- GLOBAL_STEP: 103000 | > loss_disc: 2.156259059906006 (2.228408763973088) | > loss_disc_real_0: 0.11765606701374054 (0.11570675041704868) | > loss_disc_real_1: 0.17965714633464813 (0.19249364777069358) | > loss_disc_real_2: 0.19941531121730804 (0.20375190773571608) | > loss_disc_real_3: 0.18159246444702148 (0.2062371609127691) | > loss_disc_real_4: 0.21476583182811737 (0.21171881073428003) | > loss_disc_real_5: 0.16748344898223877 (0.20170487101065696) | > loss_0: 2.156259059906006 (2.228408763973088) | > grad_norm_0: tensor(66.0346, device='cuda:0') (tensor(62.4812, device='cuda:0')) | > loss_gen: 2.5932857990264893 (2.796681949423017) | > loss_kl: 1.943045735359192 (2.1608683020454773) | > loss_feat: 8.596068382263184 (8.535013262389699) | > loss_mel: 14.622505187988281 (15.226349775109531) | > loss_duration: 1.61674165725708 (1.6156619481867678) | > amp_scaler: 128.0 (128.1655886157826) | > loss_1: 29.371646881103516 (30.33457529035916) | > grad_norm_1: tensor(1439.6403, device='cuda:0') (tensor(1010.3817, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.8325 (0.8159881871853882) | > loader_time: 0.0109 (0.011362813268565263) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_103000.pth  --> TIME: 2025-02-20 07:56:37 -- STEP: 823/924 -- GLOBAL_STEP: 103050 | > loss_disc: 2.3534998893737793 (2.2287638713203943) | > loss_disc_real_0: 0.31621137261390686 (0.11659151540654977) | > loss_disc_real_1: 0.1897462159395218 (0.192145510159098) | > loss_disc_real_2: 0.22456009685993195 (0.20375636283349013) | > loss_disc_real_3: 0.210557758808136 (0.20618805249435498) | > loss_disc_real_4: 0.2406299114227295 (0.21175872453942188) | > loss_disc_real_5: 0.20179013907909393 (0.20193393399909518) | > loss_0: 2.3534998893737793 (2.2287638713203943) | > grad_norm_0: tensor(88.6691, device='cuda:0') (tensor(63.1973, device='cuda:0')) | > loss_gen: 2.8098745346069336 (2.7956623680536548) | > loss_kl: 2.1295597553253174 (2.1619726819227263) | > loss_feat: 8.45898723602295 (8.531548800184547) | > loss_mel: 15.857525825500488 (15.226228649097688) | > loss_duration: 1.5725141763687134 (1.6153326994883184) | > amp_scaler: 128.0 (128.15552855407043) | > loss_1: 30.828460693359375 (30.330745252050722) | > grad_norm_1: tensor(971.5540, device='cuda:0') (tensor(1020.1156, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.8474 (0.8162866325308887) | > loader_time: 0.0117 (0.011366814049017382)  --> TIME: 2025-02-20 07:57:18 -- STEP: 873/924 -- GLOBAL_STEP: 103100 | > loss_disc: 2.1861472129821777 (2.229448155575738) | > loss_disc_real_0: 0.21723593771457672 (0.11684010627616585) | > loss_disc_real_1: 0.1968737095594406 (0.19200089178714835) | > loss_disc_real_2: 0.2153121829032898 (0.20384068058255345) | > loss_disc_real_3: 0.2113800197839737 (0.20622367182275) | > loss_disc_real_4: 0.21695947647094727 (0.21180885451560988) | > loss_disc_real_5: 0.1678755134344101 (0.20209210255916177) | > loss_0: 2.1861472129821777 (2.229448155575738) | > grad_norm_0: tensor(121.5983, device='cuda:0') (tensor(63.4896, device='cuda:0')) | > loss_gen: 3.025357484817505 (2.7939642513467415) | > loss_kl: 2.165936231613159 (2.166863990540082) | > loss_feat: 8.978625297546387 (8.531908142334544) | > loss_mel: 16.057781219482422 (15.228394347777481) | > loss_duration: 1.6146483421325684 (1.6152183778780291) | > amp_scaler: 128.0 (128.14662084765172) | > loss_1: 31.842350006103516 (30.33634917050566) | > grad_norm_1: tensor(1042.9065, device='cuda:0') (tensor(1025.9313, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.8178 (0.8160286457677883) | > loader_time: 0.0113 (0.011361517857030492)  --> TIME: 2025-02-20 07:57:59 -- STEP: 923/924 -- GLOBAL_STEP: 103150 | > loss_disc: 2.1714353561401367 (2.229025625330138) | > loss_disc_real_0: 0.11616125702857971 (0.1172773894023469) | > loss_disc_real_1: 0.22569727897644043 (0.19191454857071205) | > loss_disc_real_2: 0.19658111035823822 (0.20377444475082) | > loss_disc_real_3: 0.1883440762758255 (0.20605333882382992) | > loss_disc_real_4: 0.17489026486873627 (0.21166094065616603) | > loss_disc_real_5: 0.194974884390831 (0.20214439400614018) | > loss_0: 2.1714353561401367 (2.229025625330138) | > grad_norm_0: tensor(94.0320, device='cuda:0') (tensor(63.3393, device='cuda:0')) | > loss_gen: 2.91056489944458 (2.7951441960629255) | > loss_kl: 2.413159132003784 (2.169703101156072) | > loss_feat: 9.249239921569824 (8.542465299852237) | > loss_mel: 16.877519607543945 (15.243827417896473) | > loss_duration: 1.6065287590026855 (1.6149503150198075) | > amp_scaler: 128.0 (128.13867822318525) | > loss_1: 33.057010650634766 (30.366090388106887) | > grad_norm_1: tensor(816.4484, device='cuda:0') (tensor(1020.3439, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.7055 (0.8150963545620502) | > loader_time: 0.0078 (0.0113138806393707)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2620508670806885 (2.2620508670806885) | > loss_disc_real_0: 0.12287578731775284 (0.12287578731775284) | > loss_disc_real_1: 0.2053709328174591 (0.2053709328174591) | > loss_disc_real_2: 0.22964493930339813 (0.22964493930339813) | > loss_disc_real_3: 0.20160335302352905 (0.20160335302352905) | > loss_disc_real_4: 0.2106056958436966 (0.2106056958436966) | > loss_disc_real_5: 0.2323911488056183 (0.2323911488056183) | > loss_0: 2.2620508670806885 (2.2620508670806885) | > loss_gen: 2.6844065189361572 (2.6844065189361572) | > loss_kl: 2.14345121383667 (2.14345121383667) | > loss_feat: 7.456386089324951 (7.456386089324951) | > loss_mel: 13.383291244506836 (13.383291244506836) | > loss_duration: 1.672337532043457 (1.672337532043457) | > loss_1: 27.33987045288086 (27.33987045288086)  --> STEP: 1 | > loss_disc: 2.2777152061462402 (2.2777152061462402) | > loss_disc_real_0: 0.10542967915534973 (0.10542967915534973) | > loss_disc_real_1: 0.21853721141815186 (0.21853721141815186) | > loss_disc_real_2: 0.21876424551010132 (0.21876424551010132) | > loss_disc_real_3: 0.24369916319847107 (0.24369916319847107) | > loss_disc_real_4: 0.2275986522436142 (0.2275986522436142) | > loss_disc_real_5: 0.21528629958629608 (0.21528629958629608) | > loss_0: 2.2777152061462402 (2.2777152061462402) | > loss_gen: 2.6991782188415527 (2.6991782188415527) | > loss_kl: 2.0361344814300537 (2.0361344814300537) | > loss_feat: 8.319089889526367 (8.319089889526367) | > loss_mel: 14.783394813537598 (14.783394813537598) | > loss_duration: 1.6715092658996582 (1.6715092658996582) | > loss_1: 29.509305953979492 (29.509305953979492)  --> STEP: 2 | > loss_disc: 2.28092622756958 (2.27932071685791) | > loss_disc_real_0: 0.0877622440457344 (0.09659596160054207) | > loss_disc_real_1: 0.2006777971982956 (0.20960750430822372) | > loss_disc_real_2: 0.19906552135944366 (0.2089148834347725) | > loss_disc_real_3: 0.21019840240478516 (0.2269487828016281) | > loss_disc_real_4: 0.2218673825263977 (0.22473301738500595) | > loss_disc_real_5: 0.27503594756126404 (0.24516112357378006) | > loss_0: 2.28092622756958 (2.27932071685791) | > loss_gen: 2.647268056869507 (2.67322313785553) | > loss_kl: 2.0233075618743896 (2.0297210216522217) | > loss_feat: 8.756950378417969 (8.538020133972168) | > loss_mel: 15.286316871643066 (15.034855842590332) | > loss_duration: 1.5709325075149536 (1.621220886707306) | > loss_1: 30.284774780273438 (29.897040367126465)  --> STEP: 3 | > loss_disc: 2.3509604930877686 (2.303200642267863) | > loss_disc_real_0: 0.10870033502578735 (0.1006307527422905) | > loss_disc_real_1: 0.22581273317337036 (0.2150092472632726) | > loss_disc_real_2: 0.23816098272800446 (0.21866358319918314) | > loss_disc_real_3: 0.22597776353359222 (0.2266251097122828) | > loss_disc_real_4: 0.22768336534500122 (0.22571646670500436) | > loss_disc_real_5: 0.2580396234989166 (0.2494539568821589) | > loss_0: 2.3509604930877686 (2.303200642267863) | > loss_gen: 2.607834577560425 (2.6514269510904946) | > loss_kl: 2.1369876861572266 (2.065476576487223) | > loss_feat: 7.010748386383057 (8.028929551442465) | > loss_mel: 12.42391586303711 (14.164542516072592) | > loss_duration: 1.6507549285888672 (1.631065567334493) | > loss_1: 25.83024024963379 (28.54144032796224)  --> STEP: 4 | > loss_disc: 2.2234697341918945 (2.283267915248871) | > loss_disc_real_0: 0.09780426323413849 (0.0999241303652525) | > loss_disc_real_1: 0.20338799059391022 (0.212103933095932) | > loss_disc_real_2: 0.22540932893753052 (0.22035001963377) | > loss_disc_real_3: 0.23206719756126404 (0.22798563167452812) | > loss_disc_real_4: 0.21974903345108032 (0.22422460839152336) | > loss_disc_real_5: 0.23353725671768188 (0.24547478184103966) | > loss_0: 2.2234697341918945 (2.283267915248871) | > loss_gen: 2.7233333587646484 (2.669403553009033) | > loss_kl: 1.9491941928863525 (2.0364059805870056) | > loss_feat: 7.85146427154541 (7.984563231468201) | > loss_mel: 14.409427642822266 (14.22576379776001) | > loss_duration: 1.746119499206543 (1.6598290503025055) | > loss_1: 28.67953872680664 (28.57596492767334)  --> STEP: 5 | > loss_disc: 2.1344070434570312 (2.2534957408905028) | > loss_disc_real_0: 0.10316339880228043 (0.10057198405265808) | > loss_disc_real_1: 0.1755150407552719 (0.20478615462779998) | > loss_disc_real_2: 0.22152352333068848 (0.2205847203731537) | > loss_disc_real_3: 0.22097331285476685 (0.22658316791057587) | > loss_disc_real_4: 0.2679601013660431 (0.2329717069864273) | > loss_disc_real_5: 0.1939602643251419 (0.2351718783378601) | > loss_0: 2.1344070434570312 (2.2534957408905028) | > loss_gen: 2.7723331451416016 (2.689989471435547) | > loss_kl: 2.0568125247955322 (2.040487289428711) | > loss_feat: 7.9676899909973145 (7.981188583374023) | > loss_mel: 14.485684394836426 (14.277747917175294) | > loss_duration: 1.5662541389465332 (1.641114068031311) | > loss_1: 28.848773956298828 (28.630526733398437) --> EVAL PERFORMANCE | > avg_loader_time: 0.15234150886535644 (-0.008352565765380876) | > avg_loss_disc: 2.2534957408905028 (+0.17013833522796595) | > avg_loss_disc_real_0: 0.10057198405265808 (+0.05692555867135524) | > avg_loss_disc_real_1: 0.20478615462779998 (+0.004564189910888666) | > avg_loss_disc_real_2: 0.2205847203731537 (-0.050487324595451355) | > avg_loss_disc_real_3: 0.22658316791057587 (+0.04396085441112518) | > avg_loss_disc_real_4: 0.2329717069864273 (+0.00019615888595581055) | > avg_loss_disc_real_5: 0.2351718783378601 (+0.05853202939033508) | > avg_loss_0: 2.2534957408905028 (+0.17013833522796595) | > avg_loss_gen: 2.689989471435547 (-0.21600341796875) | > avg_loss_kl: 2.040487289428711 (-1.3947486877441406e-05) | > avg_loss_feat: 7.981188583374023 (-1.2236683845520018) | > avg_loss_mel: 14.277747917175294 (-0.8615268707275376) | > avg_loss_duration: 1.641114068031311 (-0.0040934085845947266) | > avg_loss_1: 28.630526733398437 (-2.3053066253662102)  > EPOCH: 62/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 07:58:08)   --> TIME: 2025-02-20 07:58:51 -- STEP: 49/924 -- GLOBAL_STEP: 103200 | > loss_disc: 2.2088563442230225 (2.250557631862407) | > loss_disc_real_0: 0.13223852217197418 (0.11886796013129) | > loss_disc_real_1: 0.15386466681957245 (0.19661092910231376) | > loss_disc_real_2: 0.20823228359222412 (0.20165268529434593) | > loss_disc_real_3: 0.18116654455661774 (0.20784813925928) | > loss_disc_real_4: 0.18306086957454681 (0.21102703864477118) | > loss_disc_real_5: 0.19012124836444855 (0.20900990981228498) | > loss_0: 2.2088563442230225 (2.250557631862407) | > grad_norm_0: tensor(73.7386, device='cuda:0') (tensor(58.7983, device='cuda:0')) | > loss_gen: 2.779801845550537 (2.742335874207165) | > loss_kl: 2.1380410194396973 (2.2213977721272684) | > loss_feat: 8.861084938049316 (8.428635684811344) | > loss_mel: 14.305421829223633 (15.369320616430166) | > loss_duration: 1.6348484754562378 (1.6174425884168975) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.71919822692871 (30.379132523828623) | > grad_norm_1: tensor(1332.9353, device='cuda:0') (tensor(1053.8097, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.8574 (0.8139358783254818) | > loader_time: 0.011 (0.011411136510420819)  --> TIME: 2025-02-20 07:59:33 -- STEP: 99/924 -- GLOBAL_STEP: 103250 | > loss_disc: 2.36332368850708 (2.2459360204561785) | > loss_disc_real_0: 0.08925420790910721 (0.11976370877689785) | > loss_disc_real_1: 0.17016398906707764 (0.1949675302914899) | > loss_disc_real_2: 0.1788933426141739 (0.20176837435274417) | > loss_disc_real_3: 0.16172021627426147 (0.20668884118398032) | > loss_disc_real_4: 0.2086428850889206 (0.21178324926983227) | > loss_disc_real_5: 0.1923004388809204 (0.20750127883270533) | > loss_0: 2.36332368850708 (2.2459360204561785) | > grad_norm_0: tensor(29.4471, device='cuda:0') (tensor(63.1629, device='cuda:0')) | > loss_gen: 2.3626708984375 (2.7833204558401383) | > loss_kl: 2.2524313926696777 (2.1959072532075825) | > loss_feat: 8.995596885681152 (8.56775591590188) | > loss_mel: 14.912114143371582 (15.405100273363518) | > loss_duration: 1.596099615097046 (1.616768256582395) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.118911743164062 (30.568851991133258) | > grad_norm_1: tensor(326.7725, device='cuda:0') (tensor(1015.1703, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.7424 (0.8206288694131254) | > loader_time: 0.0112 (0.011467890305952593)  --> TIME: 2025-02-20 08:00:15 -- STEP: 149/924 -- GLOBAL_STEP: 103300 | > loss_disc: 2.1517391204833984 (2.237128020132948) | > loss_disc_real_0: 0.13798214495182037 (0.11753047462677796) | > loss_disc_real_1: 0.17321620881557465 (0.19373554591364506) | > loss_disc_real_2: 0.17568761110305786 (0.20265756197423743) | > loss_disc_real_3: 0.22838711738586426 (0.20694145070226397) | > loss_disc_real_4: 0.17557649314403534 (0.2113083595997535) | > loss_disc_real_5: 0.2033787965774536 (0.20548041544904644) | > loss_0: 2.1517391204833984 (2.237128020132948) | > grad_norm_0: tensor(53.2232, device='cuda:0') (tensor(63.7773, device='cuda:0')) | > loss_gen: 2.9448046684265137 (2.7895671473253487) | > loss_kl: 2.273364782333374 (2.1841634631956985) | > loss_feat: 9.088296890258789 (8.544134594450066) | > loss_mel: 15.8513765335083 (15.352121628370861) | > loss_duration: 1.5920238494873047 (1.6164862093509444) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.749868392944336 (30.486472853078137) | > grad_norm_1: tensor(890.9623, device='cuda:0') (tensor(999.2190, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.8624 (0.8184257657735938) | > loader_time: 0.0112 (0.01148609026966479)  --> TIME: 2025-02-20 08:00:56 -- STEP: 199/924 -- GLOBAL_STEP: 103350 | > loss_disc: 2.2530064582824707 (2.2435213387312007) | > loss_disc_real_0: 0.06758444756269455 (0.11965005283229914) | > loss_disc_real_1: 0.17789326608181 (0.1933702629564994) | > loss_disc_real_2: 0.20984511077404022 (0.20349680067007267) | > loss_disc_real_3: 0.2086796909570694 (0.20788931329945223) | > loss_disc_real_4: 0.22782178223133087 (0.21148251349003472) | > loss_disc_real_5: 0.2087605595588684 (0.2059645750115265) | > loss_0: 2.2530064582824707 (2.2435213387312007) | > grad_norm_0: tensor(52.7607, device='cuda:0') (tensor(63.0929, device='cuda:0')) | > loss_gen: 2.5916101932525635 (2.782352929139256) | > loss_kl: 2.132835626602173 (2.1935974491301495) | > loss_feat: 7.696834087371826 (8.519668286769237) | > loss_mel: 15.396896362304688 (15.31211487372317) | > loss_duration: 1.669553518295288 (1.6135179061985492) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.487730026245117 (30.421251277827736) | > grad_norm_1: tensor(1079.7148, device='cuda:0') (tensor(988.0023, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.8181 (0.8172129973694308) | > loader_time: 0.0115 (0.011438799862885596)  --> TIME: 2025-02-20 08:01:38 -- STEP: 249/924 -- GLOBAL_STEP: 103400 | > loss_disc: 2.160770893096924 (2.233983160980257) | > loss_disc_real_0: 0.0724867433309555 (0.11453566495254336) | > loss_disc_real_1: 0.2070218324661255 (0.19364824340525397) | > loss_disc_real_2: 0.1925761103630066 (0.20315081964295553) | > loss_disc_real_3: 0.16489094495773315 (0.20807977002787303) | > loss_disc_real_4: 0.19402948021888733 (0.21130094105699454) | > loss_disc_real_5: 0.1960049867630005 (0.20554238222689036) | > loss_0: 2.160770893096924 (2.233983160980257) | > grad_norm_0: tensor(33.3554, device='cuda:0') (tensor(61.7383, device='cuda:0')) | > loss_gen: 2.6667516231536865 (2.7928273582075485) | > loss_kl: 1.991533875465393 (2.1879149541318657) | > loss_feat: 8.427229881286621 (8.544410824296952) | > loss_mel: 15.587020874023438 (15.304876909677283) | > loss_duration: 1.630887508392334 (1.615197032809736) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.303424835205078 (30.445226899112562) | > grad_norm_1: tensor(469.9313, device='cuda:0') (tensor(966.2227, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.801 (0.8166679637020372) | > loader_time: 0.0105 (0.011385822870645178)  --> TIME: 2025-02-20 08:02:19 -- STEP: 299/924 -- GLOBAL_STEP: 103450 | > loss_disc: 1.9831351041793823 (2.232391607003867) | > loss_disc_real_0: 0.08955518156290054 (0.11471696087100035) | > loss_disc_real_1: 0.1848890334367752 (0.1935379015263107) | > loss_disc_real_2: 0.1837139129638672 (0.20292584104681494) | > loss_disc_real_3: 0.19206400215625763 (0.20813964606328153) | > loss_disc_real_4: 0.19014284014701843 (0.2115246224463186) | > loss_disc_real_5: 0.1683623045682907 (0.2048442813764049) | > loss_0: 1.9831351041793823 (2.232391607003867) | > grad_norm_0: tensor(34.2148, device='cuda:0') (tensor(63.8327, device='cuda:0')) | > loss_gen: 3.0182340145111084 (2.7930446061800955) | > loss_kl: 2.2128536701202393 (2.186459837151211) | > loss_feat: 10.134211540222168 (8.523979081756703) | > loss_mel: 16.75581932067871 (15.268812393265026) | > loss_duration: 1.6181069612503052 (1.6149222192955657) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.73922348022461 (30.38721799053077) | > grad_norm_1: tensor(1297.5438, device='cuda:0') (tensor(986.9736, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.8211 (0.8165075802882779) | > loader_time: 0.0112 (0.011422626948276888)  --> TIME: 2025-02-20 08:03:01 -- STEP: 349/924 -- GLOBAL_STEP: 103500 | > loss_disc: 2.129767894744873 (2.2239890525539168) | > loss_disc_real_0: 0.09393442422151566 (0.11342263631629397) | > loss_disc_real_1: 0.20871642231941223 (0.19247705021867775) | > loss_disc_real_2: 0.1960107684135437 (0.20258426196595658) | > loss_disc_real_3: 0.21418683230876923 (0.20770107858672865) | > loss_disc_real_4: 0.21073423326015472 (0.21098606343938842) | > loss_disc_real_5: 0.23080429434776306 (0.20405104559950296) | > loss_0: 2.129767894744873 (2.2239890525539168) | > grad_norm_0: tensor(98.4913, device='cuda:0') (tensor(63.8830, device='cuda:0')) | > loss_gen: 2.997929573059082 (2.804153737502659) | > loss_kl: 1.9119025468826294 (2.1791536633811206) | > loss_feat: 9.041868209838867 (8.5682723474366) | > loss_mel: 15.727733612060547 (15.278701006170671) | > loss_duration: 1.63652503490448 (1.6150411070247093) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.315956115722656 (30.445321736158135) | > grad_norm_1: tensor(708.1436, device='cuda:0') (tensor(994.2305, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.8276 (0.8174532689474372) | > loader_time: 0.0114 (0.011525268199450649)  --> TIME: 2025-02-20 08:03:43 -- STEP: 399/924 -- GLOBAL_STEP: 103550 | > loss_disc: 2.354273796081543 (2.2210689720354595) | > loss_disc_real_0: 0.06775803118944168 (0.11200006996143731) | > loss_disc_real_1: 0.18425600230693817 (0.19239499104351623) | > loss_disc_real_2: 0.20823317766189575 (0.20284328981300345) | > loss_disc_real_3: 0.18263663351535797 (0.20758935051006183) | > loss_disc_real_4: 0.18276503682136536 (0.21115459957367802) | > loss_disc_real_5: 0.2157689929008484 (0.20341333084013827) | > loss_0: 2.354273796081543 (2.2210689720354595) | > grad_norm_0: tensor(52.8504, device='cuda:0') (tensor(62.0583, device='cuda:0')) | > loss_gen: 2.290886402130127 (2.8076936236599046) | > loss_kl: 2.0129518508911133 (2.1807181267511266) | > loss_feat: 7.417533874511719 (8.58390823163485) | > loss_mel: 14.40046501159668 (15.27265679208856) | > loss_duration: 1.59360671043396 (1.6148792866776163) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.715444564819336 (30.459855971181003) | > grad_norm_1: tensor(226.0964, device='cuda:0') (tensor(993.8542, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.8014 (0.8173443793055406) | > loader_time: 0.011 (0.011576739170198752)  --> TIME: 2025-02-20 08:04:25 -- STEP: 449/924 -- GLOBAL_STEP: 103600 | > loss_disc: 2.257068157196045 (2.2203488708338934) | > loss_disc_real_0: 0.13986831903457642 (0.11274422224785279) | > loss_disc_real_1: 0.21072368323802948 (0.19234351375718953) | > loss_disc_real_2: 0.19436004757881165 (0.2027593994791099) | > loss_disc_real_3: 0.253863126039505 (0.20715926829849957) | > loss_disc_real_4: 0.27420029044151306 (0.2112762783975538) | > loss_disc_real_5: 0.21548976004123688 (0.20277974538853547) | > loss_0: 2.257068157196045 (2.2203488708338934) | > grad_norm_0: tensor(43.9579, device='cuda:0') (tensor(62.0523, device='cuda:0')) | > loss_gen: 2.89294171333313 (2.8103642357484278) | > loss_kl: 2.341257333755493 (2.1806439724159654) | > loss_feat: 8.184329986572266 (8.57850313823845) | > loss_mel: 15.45004940032959 (15.26350153262472) | > loss_duration: 1.615110158920288 (1.6147317711122848) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.483688354492188 (30.447744569162484) | > grad_norm_1: tensor(573.6720, device='cuda:0') (tensor(986.2979, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.8194 (0.8179654119274928) | > loader_time: 0.0126 (0.011562321393155309)  --> TIME: 2025-02-20 08:05:07 -- STEP: 499/924 -- GLOBAL_STEP: 103650 | > loss_disc: 2.0448715686798096 (2.221590289372004) | > loss_disc_real_0: 0.039663832634687424 (0.1126800081011408) | > loss_disc_real_1: 0.16585664451122284 (0.19265928010424532) | > loss_disc_real_2: 0.21900713443756104 (0.20305382581297046) | > loss_disc_real_3: 0.20136991143226624 (0.20724392250807347) | > loss_disc_real_4: 0.19031625986099243 (0.2114056261006243) | > loss_disc_real_5: 0.1950729340314865 (0.20258482321648894) | > loss_0: 2.0448715686798096 (2.221590289372004) | > grad_norm_0: tensor(67.1166, device='cuda:0') (tensor(62.0036, device='cuda:0')) | > loss_gen: 2.9790854454040527 (2.806696650499333) | > loss_kl: 2.2218189239501953 (2.182058048391629) | > loss_feat: 9.600008010864258 (8.575489792412895) | > loss_mel: 16.042205810546875 (15.253112729900108) | > loss_duration: 1.6519114971160889 (1.615041677603024) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.49502944946289 (30.432398817104424) | > grad_norm_1: tensor(1235.2667, device='cuda:0') (tensor(984.3242, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.7828 (0.8180307410284129) | > loader_time: 0.0101 (0.011561503152331273)  --> TIME: 2025-02-20 08:05:48 -- STEP: 549/924 -- GLOBAL_STEP: 103700 | > loss_disc: 2.217545509338379 (2.2241178004033806) | > loss_disc_real_0: 0.117319256067276 (0.11284148616407522) | > loss_disc_real_1: 0.1821053922176361 (0.19285733384404236) | > loss_disc_real_2: 0.1883147954940796 (0.203123460484767) | > loss_disc_real_3: 0.2038390338420868 (0.20730585169271043) | > loss_disc_real_4: 0.2011716663837433 (0.2113520949264694) | > loss_disc_real_5: 0.22496305406093597 (0.20317905379937648) | > loss_0: 2.217545509338379 (2.2241178004033806) | > grad_norm_0: tensor(47.2938, device='cuda:0') (tensor(62.0813, device='cuda:0')) | > loss_gen: 2.8015224933624268 (2.8041516779116167) | > loss_kl: 2.2787609100341797 (2.182078716967709) | > loss_feat: 8.738715171813965 (8.561422411427042) | > loss_mel: 15.440007209777832 (15.233637208712775) | > loss_duration: 1.6180996894836426 (1.615287984872342) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.877105712890625 (30.396577921938594) | > grad_norm_1: tensor(791.2499, device='cuda:0') (tensor(979.7799, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.8184 (0.8174037077822103) | > loader_time: 0.0109 (0.011531174508600287)  --> TIME: 2025-02-20 08:06:29 -- STEP: 599/924 -- GLOBAL_STEP: 103750 | > loss_disc: 2.2441647052764893 (2.2216374712913782) | > loss_disc_real_0: 0.1053505688905716 (0.11216655952579191) | > loss_disc_real_1: 0.21947512030601501 (0.1926338564921697) | > loss_disc_real_2: 0.2054440975189209 (0.2028263752070413) | > loss_disc_real_3: 0.20068813860416412 (0.20719588146185833) | > loss_disc_real_4: 0.2041444182395935 (0.2112078763457491) | > loss_disc_real_5: 0.21526676416397095 (0.20313414992245302) | > loss_0: 2.2441647052764893 (2.2216374712913782) | > grad_norm_0: tensor(65.7748, device='cuda:0') (tensor(61.7789, device='cuda:0')) | > loss_gen: 2.7585208415985107 (2.804387131995072) | > loss_kl: 2.119518995285034 (2.1824270713707454) | > loss_feat: 7.762505531311035 (8.565181674065698) | > loss_mel: 13.830347061157227 (15.215513087672264) | > loss_duration: 1.6110491752624512 (1.6151178293116697) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.081941604614258 (30.382626713416812) | > grad_norm_1: tensor(1165.1014, device='cuda:0') (tensor(991.5487, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.8355 (0.817280743874373) | > loader_time: 0.0151 (0.01151699454637123)  --> TIME: 2025-02-20 08:07:11 -- STEP: 649/924 -- GLOBAL_STEP: 103800 | > loss_disc: 2.2724153995513916 (2.222598638299434) | > loss_disc_real_0: 0.12409625947475433 (0.11254242694547804) | > loss_disc_real_1: 0.23568430542945862 (0.1926351190302146) | > loss_disc_real_2: 0.19889798760414124 (0.20287304391111546) | > loss_disc_real_3: 0.22412775456905365 (0.20733790331518698) | > loss_disc_real_4: 0.20116953551769257 (0.21119441849700474) | > loss_disc_real_5: 0.24224121868610382 (0.20315750858219828) | > loss_0: 2.2724153995513916 (2.222598638299434) | > grad_norm_0: tensor(35.5137, device='cuda:0') (tensor(61.8512, device='cuda:0')) | > loss_gen: 2.66247296333313 (2.8057787010592556) | > loss_kl: 2.134082794189453 (2.1818787687915866) | > loss_feat: 7.837239742279053 (8.568415742442133) | > loss_mel: 15.738899230957031 (15.216648979069456) | > loss_duration: 1.6017916202545166 (1.614569216737027) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.9744873046875 (30.38729132195283) | > grad_norm_1: tensor(1318.0697, device='cuda:0') (tensor(992.6086, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.8349 (0.8175494894959341) | > loader_time: 0.0112 (0.011501908485988619)  --> TIME: 2025-02-20 08:07:53 -- STEP: 699/924 -- GLOBAL_STEP: 103850 | > loss_disc: 1.9764719009399414 (2.219962001017406) | > loss_disc_real_0: 0.0703786313533783 (0.11203500363064427) | > loss_disc_real_1: 0.19177880883216858 (0.192542382341427) | > loss_disc_real_2: 0.1982630491256714 (0.20272984045513714) | > loss_disc_real_3: 0.23104389011859894 (0.20725937590578586) | > loss_disc_real_4: 0.2578190267086029 (0.2113152869866471) | > loss_disc_real_5: 0.20661450922489166 (0.20275991742575125) | > loss_0: 1.9764719009399414 (2.219962001017406) | > grad_norm_0: tensor(23.8517, device='cuda:0') (tensor(62.0086, device='cuda:0')) | > loss_gen: 3.2649223804473877 (2.808770246942328) | > loss_kl: 2.141390085220337 (2.178314679511457) | > loss_feat: 10.25426959991455 (8.577046045759037) | > loss_mel: 16.64750099182129 (15.220804858446462) | > loss_duration: 1.564018964767456 (1.6146548722093876) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.872100830078125 (30.399590605488832) | > grad_norm_1: tensor(512.5685, device='cuda:0') (tensor(995.6091, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.8257 (0.8175905845707576) | > loader_time: 0.0111 (0.011497678674853403)  --> TIME: 2025-02-20 08:08:35 -- STEP: 749/924 -- GLOBAL_STEP: 103900 | > loss_disc: 2.260606288909912 (2.2183645131272858) | > loss_disc_real_0: 0.15022851526737213 (0.1107672656176286) | > loss_disc_real_1: 0.23803336918354034 (0.19264444380560913) | > loss_disc_real_2: 0.2233746498823166 (0.20283557822771164) | > loss_disc_real_3: 0.22014424204826355 (0.20735879692041342) | > loss_disc_real_4: 0.20685938000679016 (0.21128883583841718) | > loss_disc_real_5: 0.2367270439863205 (0.2025604948242294) | > loss_0: 2.260606288909912 (2.2183645131272858) | > grad_norm_0: tensor(30.1193, device='cuda:0') (tensor(61.8760, device='cuda:0')) | > loss_gen: 2.932128429412842 (2.8128344547923647) | > loss_kl: 2.4189603328704834 (2.1782747620097473) | > loss_feat: 7.35215950012207 (8.586002434525534) | > loss_mel: 13.296424865722656 (15.234715828430828) | > loss_duration: 1.6114176511764526 (1.6145285391839386) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.61109161376953 (30.426355934907026) | > grad_norm_1: tensor(545.8378, device='cuda:0') (tensor(989.7556, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.8255 (0.8177438918675216) | > loader_time: 0.0113 (0.011496616778609265)  --> TIME: 2025-02-20 08:09:17 -- STEP: 799/924 -- GLOBAL_STEP: 103950 | > loss_disc: 2.190932273864746 (2.2185866130010057) | > loss_disc_real_0: 0.07958471029996872 (0.11007527612821107) | > loss_disc_real_1: 0.2024136483669281 (0.19248827624231452) | > loss_disc_real_2: 0.19824090600013733 (0.2029664654643724) | > loss_disc_real_3: 0.17150743305683136 (0.2075845951468535) | > loss_disc_real_4: 0.1830664724111557 (0.2113708206201823) | > loss_disc_real_5: 0.1665666103363037 (0.20276773053318156) | > loss_0: 2.190932273864746 (2.2185866130010057) | > grad_norm_0: tensor(38.7053, device='cuda:0') (tensor(61.3404, device='cuda:0')) | > loss_gen: 2.689203977584839 (2.812882862640114) | > loss_kl: 2.0043625831604004 (2.175546471108782) | > loss_feat: 8.600308418273926 (8.586065683257448) | > loss_mel: 14.941463470458984 (15.238047917286057) | > loss_duration: 1.6168632507324219 (1.6147861801488823) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.852201461791992 (30.427329033575905) | > grad_norm_1: tensor(382.7290, device='cuda:0') (tensor(990.7164, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.7568 (0.8178808345961778) | > loader_time: 0.0088 (0.011496027658818206)  --> TIME: 2025-02-20 08:09:58 -- STEP: 849/924 -- GLOBAL_STEP: 104000 | > loss_disc: 2.4382517337799072 (2.2208942090664663) | > loss_disc_real_0: 0.18726329505443573 (0.11074471708224785) | > loss_disc_real_1: 0.21522848308086395 (0.19259099414828795) | > loss_disc_real_2: 0.23092421889305115 (0.20327648376547972) | > loss_disc_real_3: 0.22907084226608276 (0.20773292981412855) | > loss_disc_real_4: 0.24094100296497345 (0.21153093593631672) | > loss_disc_real_5: 0.2561922073364258 (0.20279387065217133) | > loss_0: 2.4382517337799072 (2.2208942090664663) | > grad_norm_0: tensor(81.3610, device='cuda:0') (tensor(61.6364, device='cuda:0')) | > loss_gen: 2.6588118076324463 (2.8123281159305464) | > loss_kl: 2.1663899421691895 (2.177451267680517) | > loss_feat: 6.756810665130615 (8.583886167326305) | > loss_mel: 13.072859764099121 (15.246507528954316) | > loss_duration: 1.6066699028015137 (1.6146121377518092) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.26154136657715 (30.434785130728823) | > grad_norm_1: tensor(694.7769, device='cuda:0') (tensor(989.1649, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.8166 (0.8177114426036605) | > loader_time: 0.0102 (0.01150482787681552) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_104000.pth  --> TIME: 2025-02-20 08:10:41 -- STEP: 899/924 -- GLOBAL_STEP: 104050 | > loss_disc: 2.1754581928253174 (2.223221750890586) | > loss_disc_real_0: 0.08149160444736481 (0.11204528685729614) | > loss_disc_real_1: 0.18224240839481354 (0.19254720830943867) | > loss_disc_real_2: 0.1925797313451767 (0.20355362189028237) | > loss_disc_real_3: 0.21608036756515503 (0.20758204090847182) | > loss_disc_real_4: 0.22331376373767853 (0.2116230788233548) | > loss_disc_real_5: 0.20762361586093903 (0.2027963481686007) | > loss_0: 2.1754581928253174 (2.223221750890586) | > grad_norm_0: tensor(43.9183, device='cuda:0') (tensor(62.3813, device='cuda:0')) | > loss_gen: 2.703568458557129 (2.809989222960425) | > loss_kl: 2.2732126712799072 (2.182659551219496) | > loss_feat: 8.471473693847656 (8.578056592166893) | > loss_mel: 14.515745162963867 (15.250085435003804) | > loss_duration: 1.6954407691955566 (1.6146857974526612) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.659440994262695 (30.43547651738558) | > grad_norm_1: tensor(737.7422, device='cuda:0') (tensor(986.8502, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.8041 (0.8169499867750089) | > loader_time: 0.0105 (0.011498084720700675)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3673152923583984 (2.3673152923583984) | > loss_disc_real_0: 0.1441134810447693 (0.1441134810447693) | > loss_disc_real_1: 0.240738183259964 (0.240738183259964) | > loss_disc_real_2: 0.25029653310775757 (0.25029653310775757) | > loss_disc_real_3: 0.20613521337509155 (0.20613521337509155) | > loss_disc_real_4: 0.22081120312213898 (0.22081120312213898) | > loss_disc_real_5: 0.18110138177871704 (0.18110138177871704) | > loss_0: 2.3673152923583984 (2.3673152923583984) | > loss_gen: 2.470365524291992 (2.470365524291992) | > loss_kl: 1.9961837530136108 (1.9961837530136108) | > loss_feat: 6.7531561851501465 (6.7531561851501465) | > loss_mel: 12.753169059753418 (12.753169059753418) | > loss_duration: 1.6721768379211426 (1.6721768379211426) | > loss_1: 25.645051956176758 (25.645051956176758)  --> STEP: 1 | > loss_disc: 2.258882522583008 (2.258882522583008) | > loss_disc_real_0: 0.13991408050060272 (0.13991408050060272) | > loss_disc_real_1: 0.2285355031490326 (0.2285355031490326) | > loss_disc_real_2: 0.26789042353630066 (0.26789042353630066) | > loss_disc_real_3: 0.18635208904743195 (0.18635208904743195) | > loss_disc_real_4: 0.1917978823184967 (0.1917978823184967) | > loss_disc_real_5: 0.1610727310180664 (0.1610727310180664) | > loss_0: 2.258882522583008 (2.258882522583008) | > loss_gen: 2.551710367202759 (2.551710367202759) | > loss_kl: 2.087529182434082 (2.087529182434082) | > loss_feat: 7.688913822174072 (7.688913822174072) | > loss_mel: 14.376082420349121 (14.376082420349121) | > loss_duration: 1.6754140853881836 (1.6754140853881836) | > loss_1: 28.379650115966797 (28.379650115966797)  --> STEP: 2 | > loss_disc: 2.2248101234436035 (2.2418463230133057) | > loss_disc_real_0: 0.12290788441896439 (0.13141098245978355) | > loss_disc_real_1: 0.20885610580444336 (0.21869580447673798) | > loss_disc_real_2: 0.20241382718086243 (0.23515212535858154) | > loss_disc_real_3: 0.17659173905849457 (0.18147191405296326) | > loss_disc_real_4: 0.21054695546627045 (0.20117241889238358) | > loss_disc_real_5: 0.19578252732753754 (0.17842762917280197) | > loss_0: 2.2248101234436035 (2.2418463230133057) | > loss_gen: 2.662893533706665 (2.607301950454712) | > loss_kl: 2.0437986850738525 (2.0656639337539673) | > loss_feat: 8.932066917419434 (8.310490369796753) | > loss_mel: 15.376485824584961 (14.876284122467041) | > loss_duration: 1.588444471359253 (1.6319292783737183) | > loss_1: 30.603689193725586 (29.49166965484619)  --> STEP: 3 | > loss_disc: 2.2288451194763184 (2.2375125885009766) | > loss_disc_real_0: 0.11866501718759537 (0.12716232736905417) | > loss_disc_real_1: 0.23006471991539001 (0.22248544295628866) | > loss_disc_real_2: 0.2465628683567047 (0.23895570635795593) | > loss_disc_real_3: 0.1852758228778839 (0.18273988366127014) | > loss_disc_real_4: 0.20395712554454803 (0.20210065444310507) | > loss_disc_real_5: 0.2027861326932907 (0.18654713034629822) | > loss_0: 2.2288451194763184 (2.2375125885009766) | > loss_gen: 2.6341047286987305 (2.6162362098693848) | > loss_kl: 2.0362930297851562 (2.0558736324310303) | > loss_feat: 7.682199478149414 (8.101060072580973) | > loss_mel: 14.868135452270508 (14.873567899068197) | > loss_duration: 1.6490345001220703 (1.6376310189565022) | > loss_1: 28.869768142700195 (29.284369150797527)  --> STEP: 4 | > loss_disc: 2.3300135135650635 (2.2606378197669983) | > loss_disc_real_0: 0.13254426419734955 (0.128507811576128) | > loss_disc_real_1: 0.24248673021793365 (0.2274857647716999) | > loss_disc_real_2: 0.2532944679260254 (0.2425403967499733) | > loss_disc_real_3: 0.20872792601585388 (0.18923689424991608) | > loss_disc_real_4: 0.20617814362049103 (0.20312002673745155) | > loss_disc_real_5: 0.23022449016571045 (0.19746647030115128) | > loss_0: 2.3300135135650635 (2.2606378197669983) | > loss_gen: 2.558816909790039 (2.6018813848495483) | > loss_kl: 2.0395963191986084 (2.051804304122925) | > loss_feat: 7.148996353149414 (7.8630441427230835) | > loss_mel: 13.177998542785645 (14.449675559997559) | > loss_duration: 1.743516445159912 (1.6641023755073547) | > loss_1: 26.668926239013672 (28.630508422851562)  --> STEP: 5 | > loss_disc: 2.4166719913482666 (2.2918446540832518) | > loss_disc_real_0: 0.1798931509256363 (0.13878487944602966) | > loss_disc_real_1: 0.3106290102005005 (0.24411441385746002) | > loss_disc_real_2: 0.22029583156108856 (0.23809148371219635) | > loss_disc_real_3: 0.27642756700515747 (0.20667502880096436) | > loss_disc_real_4: 0.2805160582065582 (0.21859923303127288) | > loss_disc_real_5: 0.2023843675851822 (0.19845004975795746) | > loss_0: 2.4166719913482666 (2.2918446540832518) | > loss_gen: 2.864633321762085 (2.654431772232056) | > loss_kl: 1.75614333152771 (1.9926721096038817) | > loss_feat: 7.51481819152832 (7.7933989524841305) | > loss_mel: 13.170696258544922 (14.193879699707031) | > loss_duration: 1.5303974151611328 (1.6373613834381104) | > loss_1: 26.836688995361328 (28.271744537353516) --> EVAL PERFORMANCE | > avg_loader_time: 0.15470261573791505 (+0.0023611068725586104) | > avg_loss_disc: 2.2918446540832518 (+0.03834891319274902) | > avg_loss_disc_real_0: 0.13878487944602966 (+0.03821289539337158) | > avg_loss_disc_real_1: 0.24411441385746002 (+0.039328259229660045) | > avg_loss_disc_real_2: 0.23809148371219635 (+0.017506763339042664) | > avg_loss_disc_real_3: 0.20667502880096436 (-0.019908139109611506) | > avg_loss_disc_real_4: 0.21859923303127288 (-0.014372473955154424) | > avg_loss_disc_real_5: 0.19845004975795746 (-0.03672182857990264) | > avg_loss_0: 2.2918446540832518 (+0.03834891319274902) | > avg_loss_gen: 2.654431772232056 (-0.035557699203490944) | > avg_loss_kl: 1.9926721096038817 (-0.04781517982482919) | > avg_loss_feat: 7.7933989524841305 (-0.18778963088989276) | > avg_loss_mel: 14.193879699707031 (-0.08386821746826278) | > avg_loss_duration: 1.6373613834381104 (-0.0037526845932005504) | > avg_loss_1: 28.271744537353516 (-0.35878219604492045)  > EPOCH: 63/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 08:11:11)   --> TIME: 2025-02-20 08:11:33 -- STEP: 25/924 -- GLOBAL_STEP: 104100 | > loss_disc: 2.0698935985565186 (2.2763685798645015) | > loss_disc_real_0: 0.08895779401063919 (0.1271619439125061) | > loss_disc_real_1: 0.16420333087444305 (0.19413473188877106) | > loss_disc_real_2: 0.22410151362419128 (0.20794690608978272) | > loss_disc_real_3: 0.1740005761384964 (0.20691202342510223) | > loss_disc_real_4: 0.20449958741664886 (0.2165666151046753) | > loss_disc_real_5: 0.2102234661579132 (0.20828006207942962) | > loss_0: 2.0698935985565186 (2.2763685798645015) | > grad_norm_0: tensor(49.9727, device='cuda:0') (tensor(60.0445, device='cuda:0')) | > loss_gen: 2.9456777572631836 (2.6826072216033934) | > loss_kl: 2.1497995853424072 (2.1731126594543455) | > loss_feat: 8.980563163757324 (8.251372795104981) | > loss_mel: 16.589475631713867 (15.088377876281738) | > loss_duration: 1.6043965816497803 (1.6112207221984862) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.26991271972656 (29.80669120788574) | > grad_norm_1: tensor(1468.9122, device='cuda:0') (tensor(1358.0181, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.8216 (0.8184964275360107) | > loader_time: 0.0132 (0.011168394088745117)  --> TIME: 2025-02-20 08:12:15 -- STEP: 75/924 -- GLOBAL_STEP: 104150 | > loss_disc: 2.089231491088867 (2.2363258107503245) | > loss_disc_real_0: 0.09129274636507034 (0.124779442101717) | > loss_disc_real_1: 0.16207480430603027 (0.19105520228544873) | > loss_disc_real_2: 0.167311429977417 (0.2011340973774592) | > loss_disc_real_3: 0.221451535820961 (0.20631660044193265) | > loss_disc_real_4: 0.20972955226898193 (0.21178108910719554) | > loss_disc_real_5: 0.19967390596866608 (0.2036374976237615) | > loss_0: 2.089231491088867 (2.2363258107503245) | > grad_norm_0: tensor(38.3195, device='cuda:0') (tensor(67.0524, device='cuda:0')) | > loss_gen: 3.019679069519043 (2.7464418474833168) | > loss_kl: 2.164344072341919 (2.1513021596272783) | > loss_feat: 9.018315315246582 (8.405409742991129) | > loss_mel: 14.6464204788208 (15.190403544108072) | > loss_duration: 1.614180088043213 (1.6151969369252523) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.46293830871582 (30.108754247029623) | > grad_norm_1: tensor(910.7007, device='cuda:0') (tensor(1096.3964, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.7882 (0.8206630452473959) | > loader_time: 0.0107 (0.011183369954427083)  --> TIME: 2025-02-20 08:12:57 -- STEP: 125/924 -- GLOBAL_STEP: 104200 | > loss_disc: 2.091505527496338 (2.2352328071594227) | > loss_disc_real_0: 0.09256403148174286 (0.1241600593328476) | > loss_disc_real_1: 0.21872466802597046 (0.1910386234521866) | > loss_disc_real_2: 0.18634822964668274 (0.20142268550395964) | > loss_disc_real_3: 0.18950513005256653 (0.2065397901535034) | > loss_disc_real_4: 0.22228382527828217 (0.21255710577964781) | > loss_disc_real_5: 0.22231444716453552 (0.20306933760643006) | > loss_0: 2.091505527496338 (2.2352328071594227) | > grad_norm_0: tensor(51.5698, device='cuda:0') (tensor(69.0670, device='cuda:0')) | > loss_gen: 3.024122953414917 (2.773155485153197) | > loss_kl: 2.2927968502044678 (2.1751395015716555) | > loss_feat: 9.318312644958496 (8.450248653411865) | > loss_mel: 16.089824676513672 (15.110493980407714) | > loss_duration: 1.6292850971221924 (1.6139616060256958) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.35434341430664 (30.12299922180176) | > grad_norm_1: tensor(1550.7218, device='cuda:0') (tensor(1067.7583, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.7793 (0.8161061477661132) | > loader_time: 0.0096 (0.011261178970336913)  --> TIME: 2025-02-20 08:13:38 -- STEP: 175/924 -- GLOBAL_STEP: 104250 | > loss_disc: 2.2929208278656006 (2.2290281159537164) | > loss_disc_real_0: 0.0863443911075592 (0.11624929042799133) | > loss_disc_real_1: 0.17824086546897888 (0.1913412502833775) | > loss_disc_real_2: 0.22127389907836914 (0.2021768685749599) | > loss_disc_real_3: 0.1742684692144394 (0.2068396416732243) | > loss_disc_real_4: 0.20081967115402222 (0.2126554217508861) | > loss_disc_real_5: 0.21582044661045074 (0.20378107479640412) | > loss_0: 2.2929208278656006 (2.2290281159537164) | > grad_norm_0: tensor(36.7721, device='cuda:0') (tensor(63.2518, device='cuda:0')) | > loss_gen: 2.754149913787842 (2.783430678503853) | > loss_kl: 2.175049066543579 (2.184919864109585) | > loss_feat: 8.048933029174805 (8.487559555598668) | > loss_mel: 14.672647476196289 (15.154479157584055) | > loss_duration: 1.6236300468444824 (1.6130056592396327) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.274410247802734 (30.223394906180246) | > grad_norm_1: tensor(960.7125, device='cuda:0') (tensor(1043.9086, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.7977 (0.8165632261548723) | > loader_time: 0.0126 (0.011227301188877652)  --> TIME: 2025-02-20 08:14:20 -- STEP: 225/924 -- GLOBAL_STEP: 104300 | > loss_disc: 2.092071294784546 (2.2292377630869535) | > loss_disc_real_0: 0.033803790807724 (0.11510429016417927) | > loss_disc_real_1: 0.13727429509162903 (0.1924748647875256) | > loss_disc_real_2: 0.20948271453380585 (0.20352749327818553) | > loss_disc_real_3: 0.22093217074871063 (0.2065183369980918) | > loss_disc_real_4: 0.20318275690078735 (0.2128333940108617) | > loss_disc_real_5: 0.18259739875793457 (0.20276895337634612) | > loss_0: 2.092071294784546 (2.2292377630869535) | > grad_norm_0: tensor(58.3598, device='cuda:0') (tensor(64.7406, device='cuda:0')) | > loss_gen: 3.033505439758301 (2.7913601769341363) | > loss_kl: 2.2208468914031982 (2.1834144475724955) | > loss_feat: 9.680062294006348 (8.496677125295005) | > loss_mel: 16.30070686340332 (15.180948778788249) | > loss_duration: 1.5847430229187012 (1.6128155432807074) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.81986618041992 (30.26521612379286) | > grad_norm_1: tensor(1293.3292, device='cuda:0') (tensor(1028.6053, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.8473 (0.8169538233015272) | > loader_time: 0.011 (0.011165785259670684)  --> TIME: 2025-02-20 08:15:01 -- STEP: 275/924 -- GLOBAL_STEP: 104350 | > loss_disc: 2.3634562492370605 (2.2327920514887025) | > loss_disc_real_0: 0.16305938363075256 (0.11590078974312001) | > loss_disc_real_1: 0.20274169743061066 (0.19235992897640575) | > loss_disc_real_2: 0.19284577667713165 (0.20371405270966614) | > loss_disc_real_3: 0.20485849678516388 (0.20690377381714903) | > loss_disc_real_4: 0.19768193364143372 (0.2130477538433942) | > loss_disc_real_5: 0.25848108530044556 (0.20323557788675478) | > loss_0: 2.3634562492370605 (2.2327920514887025) | > grad_norm_0: tensor(56.1610, device='cuda:0') (tensor(65.6476, device='cuda:0')) | > loss_gen: 2.740692377090454 (2.7873502904718572) | > loss_kl: 2.1520819664001465 (2.1788222204555168) | > loss_feat: 7.244480133056641 (8.476114016446203) | > loss_mel: 12.729754447937012 (15.156057770468973) | > loss_duration: 1.672133207321167 (1.6139702168377963) | > amp_scaler: 128.0 (128.46545454545455) | > loss_1: 26.539140701293945 (30.212314501675692) | > grad_norm_1: tensor(700.9448, device='cuda:0') (tensor(1012.7206, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.8632 (0.8158546248349274) | > loader_time: 0.0174 (0.011209568543867633)  --> TIME: 2025-02-20 08:15:43 -- STEP: 325/924 -- GLOBAL_STEP: 104400 | > loss_disc: 2.3184282779693604 (2.229396830338698) | > loss_disc_real_0: 0.1362476944923401 (0.115256329281972) | > loss_disc_real_1: 0.20427371561527252 (0.19227016618618606) | > loss_disc_real_2: 0.21427233517169952 (0.20325799437669606) | > loss_disc_real_3: 0.21720145642757416 (0.2068436159995886) | > loss_disc_real_4: 0.2441883534193039 (0.21255728794978215) | > loss_disc_real_5: 0.25070682168006897 (0.20367521716998174) | > loss_0: 2.3184282779693604 (2.229396830338698) | > grad_norm_0: tensor(16.7860, device='cuda:0') (tensor(65.5254, device='cuda:0')) | > loss_gen: 2.678865432739258 (2.7883602707202626) | > loss_kl: 2.2373106479644775 (2.177669304700997) | > loss_feat: 8.270288467407227 (8.507408492748553) | > loss_mel: 15.95362663269043 (15.203464628366323) | > loss_duration: 1.6436216831207275 (1.6129398874136112) | > amp_scaler: 128.0 (128.39384615384617) | > loss_1: 30.78371238708496 (30.289842587984527) | > grad_norm_1: tensor(519.3727, device='cuda:0') (tensor(1022.1664, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.8209 (0.816562337875366) | > loader_time: 0.0136 (0.011270868594829847)  --> TIME: 2025-02-20 08:16:25 -- STEP: 375/924 -- GLOBAL_STEP: 104450 | > loss_disc: 2.0563549995422363 (2.2276320962905887) | > loss_disc_real_0: 0.08539330214262009 (0.115662950416406) | > loss_disc_real_1: 0.17357085645198822 (0.19169702438513442) | > loss_disc_real_2: 0.18805229663848877 (0.2031992023785909) | > loss_disc_real_3: 0.20788851380348206 (0.206655908981959) | > loss_disc_real_4: 0.1993902325630188 (0.21183090738455454) | > loss_disc_real_5: 0.20316240191459656 (0.20382300488154093) | > loss_0: 2.0563549995422363 (2.2276320962905887) | > grad_norm_0: tensor(38.7102, device='cuda:0') (tensor(65.0033, device='cuda:0')) | > loss_gen: 2.9775593280792236 (2.7916745999654133) | > loss_kl: 1.850002408027649 (2.1846549323399835) | > loss_feat: 8.63122844696045 (8.514769561767585) | > loss_mel: 13.985212326049805 (15.20937794748942) | > loss_duration: 1.6032096147537231 (1.6131815872192377) | > amp_scaler: 128.0 (128.34133333333332) | > loss_1: 29.047212600708008 (30.313658620198566) | > grad_norm_1: tensor(1194.0458, device='cuda:0') (tensor(1013.8506, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.8364 (0.8182249635060627) | > loader_time: 0.0109 (0.0112933915456136)  --> TIME: 2025-02-20 08:17:07 -- STEP: 425/924 -- GLOBAL_STEP: 104500 | > loss_disc: 2.0771796703338623 (2.22911841813256) | > loss_disc_real_0: 0.10870016366243362 (0.11538176178055651) | > loss_disc_real_1: 0.18251504004001617 (0.19190761313718913) | > loss_disc_real_2: 0.20866118371486664 (0.20391125500202179) | > loss_disc_real_3: 0.20951759815216064 (0.20653121229480295) | > loss_disc_real_4: 0.20433807373046875 (0.21233398837201736) | > loss_disc_real_5: 0.24833634495735168 (0.2035780353756512) | > loss_0: 2.0771796703338623 (2.22911841813256) | > grad_norm_0: tensor(80.9809, device='cuda:0') (tensor(64.7023, device='cuda:0')) | > loss_gen: 3.093456506729126 (2.7879340530844297) | > loss_kl: 2.2704901695251465 (2.1858055768293467) | > loss_feat: 10.011394500732422 (8.498923537310441) | > loss_mel: 16.485740661621094 (15.198909494736615) | > loss_duration: 1.631800889968872 (1.6133229569827803) | > amp_scaler: 128.0 (128.3011764705882) | > loss_1: 33.492881774902344 (30.284895602955537) | > grad_norm_1: tensor(1497.5156, device='cuda:0') (tensor(1013.3895, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.8032 (0.81843983706306) | > loader_time: 0.0102 (0.01123298476724063)  --> TIME: 2025-02-20 08:17:49 -- STEP: 475/924 -- GLOBAL_STEP: 104550 | > loss_disc: 2.272205114364624 (2.225321314962289) | > loss_disc_real_0: 0.1932695209980011 (0.1145428691333846) | > loss_disc_real_1: 0.15757042169570923 (0.19154599199169564) | > loss_disc_real_2: 0.1955633908510208 (0.20345120558613225) | > loss_disc_real_3: 0.1818992644548416 (0.2064565603670321) | > loss_disc_real_4: 0.19817973673343658 (0.21220186766825225) | > loss_disc_real_5: 0.21664682030677795 (0.2033431162018525) | > loss_0: 2.272205114364624 (2.225321314962289) | > grad_norm_0: tensor(97.1281, device='cuda:0') (tensor(64.8096, device='cuda:0')) | > loss_gen: 2.75327205657959 (2.792498943429244) | > loss_kl: 2.233215093612671 (2.185182802802635) | > loss_feat: 8.280648231506348 (8.526149220717588) | > loss_mel: 15.954087257385254 (15.21649902745297) | > loss_duration: 1.6171810626983643 (1.6133719017631125) | > amp_scaler: 128.0 (128.26947368421048) | > loss_1: 30.838403701782227 (30.333701862535978) | > grad_norm_1: tensor(1343.0034, device='cuda:0') (tensor(1012.0301, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.8352 (0.8185232102243523) | > loader_time: 0.0112 (0.011164177342465043)  --> TIME: 2025-02-20 08:18:30 -- STEP: 525/924 -- GLOBAL_STEP: 104600 | > loss_disc: 2.262575626373291 (2.223430882408507) | > loss_disc_real_0: 0.08467290550470352 (0.1136767860963231) | > loss_disc_real_1: 0.19600015878677368 (0.19170206399190995) | > loss_disc_real_2: 0.1938532441854477 (0.20370655074006036) | > loss_disc_real_3: 0.20688089728355408 (0.20644197506564005) | > loss_disc_real_4: 0.19580937922000885 (0.21189272889069147) | > loss_disc_real_5: 0.18799878656864166 (0.2029976113353457) | > loss_0: 2.262575626373291 (2.223430882408507) | > grad_norm_0: tensor(65.9742, device='cuda:0') (tensor(64.5770, device='cuda:0')) | > loss_gen: 2.827594757080078 (2.7961815670558385) | > loss_kl: 2.041010856628418 (2.1849358047757805) | > loss_feat: 8.350074768066406 (8.537269329797661) | > loss_mel: 16.121139526367188 (15.223005213056291) | > loss_duration: 1.5585191249847412 (1.6133696730931595) | > amp_scaler: 128.0 (128.24380952380938) | > loss_1: 30.898340225219727 (30.354761548723495) | > grad_norm_1: tensor(1342.8890, device='cuda:0') (tensor(1022.3868, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.8027 (0.8180560629708425) | > loader_time: 0.0099 (0.011132765724545428)  --> TIME: 2025-02-20 08:19:12 -- STEP: 575/924 -- GLOBAL_STEP: 104650 | > loss_disc: 2.1640377044677734 (2.2225579232754917) | > loss_disc_real_0: 0.11691250652074814 (0.11276323054147804) | > loss_disc_real_1: 0.24425113201141357 (0.192074518877527) | > loss_disc_real_2: 0.2007267028093338 (0.20404338069584055) | > loss_disc_real_3: 0.21383391320705414 (0.2065798671090085) | > loss_disc_real_4: 0.21658574044704437 (0.21185554198596793) | > loss_disc_real_5: 0.19960810244083405 (0.2030376201349756) | > loss_0: 2.1640377044677734 (2.2225579232754917) | > grad_norm_0: tensor(60.3493, device='cuda:0') (tensor(63.7501, device='cuda:0')) | > loss_gen: 2.8979625701904297 (2.7980514692223593) | > loss_kl: 2.130767822265625 (2.1847496219303277) | > loss_feat: 8.190179824829102 (8.534618230902632) | > loss_mel: 14.831233024597168 (15.21594119693922) | > loss_duration: 1.6383960247039795 (1.613254964247993) | > amp_scaler: 128.0 (128.222608695652) | > loss_1: 29.68853759765625 (30.34661546126656) | > grad_norm_1: tensor(531.3154, device='cuda:0') (tensor(1019.8424, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.869 (0.818283232813296) | > loader_time: 0.015 (0.011196288647858984)  --> TIME: 2025-02-20 08:19:54 -- STEP: 625/924 -- GLOBAL_STEP: 104700 | > loss_disc: 2.1988039016723633 (2.2208210046768193) | > loss_disc_real_0: 0.15508362650871277 (0.11242349405884743) | > loss_disc_real_1: 0.19298788905143738 (0.19176673450469975) | > loss_disc_real_2: 0.20200122892856598 (0.2037635091304779) | > loss_disc_real_3: 0.16991260647773743 (0.20665863506793977) | > loss_disc_real_4: 0.22872163355350494 (0.21184999163150797) | > loss_disc_real_5: 0.17597438395023346 (0.20310912573337558) | > loss_0: 2.1988039016723633 (2.2208210046768193) | > grad_norm_0: tensor(104.3132, device='cuda:0') (tensor(63.8425, device='cuda:0')) | > loss_gen: 2.7716734409332275 (2.8007165225982673) | > loss_kl: 2.0214364528656006 (2.183413163757323) | > loss_feat: 8.71657943725586 (8.547028539276123) | > loss_mel: 15.956446647644043 (15.217026432800292) | > loss_duration: 1.6148653030395508 (1.6131000551223749) | > amp_scaler: 128.0 (128.20479999999986) | > loss_1: 31.08100128173828 (30.361284710693358) | > grad_norm_1: tensor(188.6078, device='cuda:0') (tensor(1011.1808, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.8323 (0.8181865818023683) | > loader_time: 0.0135 (0.011217145156860344)  --> TIME: 2025-02-20 08:20:36 -- STEP: 675/924 -- GLOBAL_STEP: 104750 | > loss_disc: 2.099752902984619 (2.221182185455604) | > loss_disc_real_0: 0.09304490685462952 (0.11295185483164258) | > loss_disc_real_1: 0.2208227813243866 (0.19178995487866582) | > loss_disc_real_2: 0.19812370836734772 (0.2035527147628643) | > loss_disc_real_3: 0.2506471574306488 (0.20675633825637676) | > loss_disc_real_4: 0.20167402923107147 (0.2119126345493176) | > loss_disc_real_5: 0.21712079644203186 (0.20320285267300076) | > loss_0: 2.099752902984619 (2.221182185455604) | > grad_norm_0: tensor(48.8500, device='cuda:0') (tensor(64.0574, device='cuda:0')) | > loss_gen: 3.2331995964050293 (2.8000634977552634) | > loss_kl: 2.256035804748535 (2.182756111180342) | > loss_feat: 9.346673965454102 (8.543858056245025) | > loss_mel: 15.788311958312988 (15.203150184066207) | > loss_duration: 1.5835578441619873 (1.6127334050778983) | > amp_scaler: 128.0 (128.18962962962956) | > loss_1: 32.20777893066406 (30.342561230129665) | > grad_norm_1: tensor(736.3975, device='cuda:0') (tensor(1004.4055, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.8153 (0.818480508239181) | > loader_time: 0.0154 (0.011207624717994961)  --> TIME: 2025-02-20 08:21:18 -- STEP: 725/924 -- GLOBAL_STEP: 104800 | > loss_disc: 2.0673294067382812 (2.2220679439347366) | > loss_disc_real_0: 0.14665472507476807 (0.11309274519825804) | > loss_disc_real_1: 0.16739866137504578 (0.19189596500890013) | > loss_disc_real_2: 0.17719171941280365 (0.20362888227249015) | > loss_disc_real_3: 0.15759459137916565 (0.20677936350477152) | > loss_disc_real_4: 0.18175433576107025 (0.21178052279455917) | > loss_disc_real_5: 0.19085413217544556 (0.20324668393052858) | > loss_0: 2.0673294067382812 (2.2220679439347366) | > grad_norm_0: tensor(90.7954, device='cuda:0') (tensor(63.5575, device='cuda:0')) | > loss_gen: 3.107278823852539 (2.800602146345993) | > loss_kl: 2.3165714740753174 (2.184461581624788) | > loss_feat: 9.104387283325195 (8.540434373000574) | > loss_mel: 15.936824798583984 (15.201270580949455) | > loss_duration: 1.6135306358337402 (1.6128795077882958) | > amp_scaler: 128.0 (128.17655172413794) | > loss_1: 32.07859420776367 (30.339648166524952) | > grad_norm_1: tensor(945.8703, device='cuda:0') (tensor(1001.8856, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.7929 (0.8188108411328546) | > loader_time: 0.0095 (0.011226666549156437)  --> TIME: 2025-02-20 08:22:00 -- STEP: 775/924 -- GLOBAL_STEP: 104850 | > loss_disc: 2.3585894107818604 (2.220924153943215) | > loss_disc_real_0: 0.09569897502660751 (0.1121571309672248) | > loss_disc_real_1: 0.18996135890483856 (0.19201891368435278) | > loss_disc_real_2: 0.18997018039226532 (0.20359942830378008) | > loss_disc_real_3: 0.21268343925476074 (0.20691655733892994) | > loss_disc_real_4: 0.1960587352514267 (0.21190188148329342) | > loss_disc_real_5: 0.2127091884613037 (0.20345665449096312) | > loss_0: 2.3585894107818604 (2.220924153943215) | > grad_norm_0: tensor(39.3635, device='cuda:0') (tensor(63.0455, device='cuda:0')) | > loss_gen: 2.4772207736968994 (2.8042823751511112) | > loss_kl: 2.266340494155884 (2.181528270013871) | > loss_feat: 8.073223114013672 (8.550016634541178) | > loss_mel: 14.585559844970703 (15.203030604700889) | > loss_duration: 1.605323314666748 (1.6137936515192826) | > amp_scaler: 128.0 (128.16516129032252) | > loss_1: 29.007667541503906 (30.3526515148532) | > grad_norm_1: tensor(1545.3610, device='cuda:0') (tensor(999.1994, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.838 (0.8190056791613178) | > loader_time: 0.0116 (0.011241974676808989)  --> TIME: 2025-02-20 08:22:41 -- STEP: 825/924 -- GLOBAL_STEP: 104900 | > loss_disc: 2.0179147720336914 (2.2195659585432566) | > loss_disc_real_0: 0.10069211572408676 (0.11190150299758622) | > loss_disc_real_1: 0.16812986135482788 (0.19212649293018114) | > loss_disc_real_2: 0.19645194709300995 (0.20350871313701976) | > loss_disc_real_3: 0.1933945119380951 (0.206894126534462) | > loss_disc_real_4: 0.21132104098796844 (0.21184894381147448) | > loss_disc_real_5: 0.21240679919719696 (0.20322445609352804) | > loss_0: 2.0179147720336914 (2.2195659585432566) | > grad_norm_0: tensor(47.0970, device='cuda:0') (tensor(63.3181, device='cuda:0')) | > loss_gen: 2.96449875831604 (2.808350787596269) | > loss_kl: 2.2978029251098633 (2.1822824251290522) | > loss_feat: 10.095565795898438 (8.557649826858983) | > loss_mel: 16.38914680480957 (15.20585388992772) | > loss_duration: 1.5964056253433228 (1.6135176453445892) | > amp_scaler: 128.0 (128.15515151515143) | > loss_1: 33.343421936035156 (30.367654553037703) | > grad_norm_1: tensor(991.8422, device='cuda:0') (tensor(990.6544, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.8451 (0.8188332135749585) | > loader_time: 0.011 (0.011251475594260462)  --> TIME: 2025-02-20 08:23:23 -- STEP: 875/924 -- GLOBAL_STEP: 104950 | > loss_disc: 2.058785915374756 (2.21947844001225) | > loss_disc_real_0: 0.04169049859046936 (0.11129220276645252) | > loss_disc_real_1: 0.17117361724376678 (0.19223355921677185) | > loss_disc_real_2: 0.18805989623069763 (0.20347307991981506) | > loss_disc_real_3: 0.19430500268936157 (0.20708676304136003) | > loss_disc_real_4: 0.24614940583705902 (0.2118873514788492) | > loss_disc_real_5: 0.18378037214279175 (0.2032889119386673) | > loss_0: 2.058785915374756 (2.21947844001225) | > grad_norm_0: tensor(45.7712, device='cuda:0') (tensor(62.8017, device='cuda:0')) | > loss_gen: 2.9474761486053467 (2.8094916060311452) | > loss_kl: 2.191202163696289 (2.18394233076913) | > loss_feat: 9.12862777709961 (8.559501360757016) | > loss_mel: 16.511127471923828 (15.204133592878069) | > loss_duration: 1.6201715469360352 (1.6137640172413412) | > amp_scaler: 128.0 (128.14628571428565) | > loss_1: 32.39860534667969 (30.370832894461497) | > grad_norm_1: tensor(1210.4347, device='cuda:0') (tensor(986.7665, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.8368 (0.8185582577841622) | > loader_time: 0.0113 (0.01124717548915317)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.315974235534668 (2.315974235534668) | > loss_disc_real_0: 0.11684653908014297 (0.11684653908014297) | > loss_disc_real_1: 0.20176443457603455 (0.20176443457603455) | > loss_disc_real_2: 0.20477153360843658 (0.20477153360843658) | > loss_disc_real_3: 0.2118600457906723 (0.2118600457906723) | > loss_disc_real_4: 0.22277382016181946 (0.22277382016181946) | > loss_disc_real_5: 0.21331696212291718 (0.21331696212291718) | > loss_0: 2.315974235534668 (2.315974235534668) | > loss_gen: 2.39018177986145 (2.39018177986145) | > loss_kl: 2.008298635482788 (2.008298635482788) | > loss_feat: 7.639930248260498 (7.639930248260498) | > loss_mel: 14.484262466430664 (14.484262466430664) | > loss_duration: 1.6506969928741455 (1.6506969928741455) | > loss_1: 28.173372268676758 (28.173372268676758)  --> STEP: 1 | > loss_disc: 2.360440731048584 (2.360440731048584) | > loss_disc_real_0: 0.15617983043193817 (0.15617983043193817) | > loss_disc_real_1: 0.20335133373737335 (0.20335133373737335) | > loss_disc_real_2: 0.22361025214195251 (0.22361025214195251) | > loss_disc_real_3: 0.2118145376443863 (0.2118145376443863) | > loss_disc_real_4: 0.2105625569820404 (0.2105625569820404) | > loss_disc_real_5: 0.18703031539916992 (0.18703031539916992) | > loss_0: 2.360440731048584 (2.360440731048584) | > loss_gen: 2.403334617614746 (2.403334617614746) | > loss_kl: 1.8541522026062012 (1.8541522026062012) | > loss_feat: 7.602126598358154 (7.602126598358154) | > loss_mel: 13.66171932220459 (13.66171932220459) | > loss_duration: 1.6831640005111694 (1.6831640005111694) | > loss_1: 27.204496383666992 (27.204496383666992)  --> STEP: 2 | > loss_disc: 2.24035906791687 (2.300399899482727) | > loss_disc_real_0: 0.12986944615840912 (0.14302463829517365) | > loss_disc_real_1: 0.1900227963924408 (0.19668706506490707) | > loss_disc_real_2: 0.2057490348815918 (0.21467964351177216) | > loss_disc_real_3: 0.20689603686332703 (0.20935528725385666) | > loss_disc_real_4: 0.16787151992321014 (0.18921703845262527) | > loss_disc_real_5: 0.21292605996131897 (0.19997818768024445) | > loss_0: 2.24035906791687 (2.300399899482727) | > loss_gen: 2.5070555210113525 (2.4551950693130493) | > loss_kl: 1.9779565334320068 (1.916054368019104) | > loss_feat: 8.656126976013184 (8.129126787185669) | > loss_mel: 15.903264045715332 (14.782491683959961) | > loss_duration: 1.562453269958496 (1.6228086352348328) | > loss_1: 30.606857299804688 (28.90567684173584)  --> STEP: 3 | > loss_disc: 2.321256160736084 (2.307351986567179) | > loss_disc_real_0: 0.12712985277175903 (0.13772637645403543) | > loss_disc_real_1: 0.17538101971149445 (0.18958504994710287) | > loss_disc_real_2: 0.20115846395492554 (0.21017258365948996) | > loss_disc_real_3: 0.2257467806339264 (0.21481911838054657) | > loss_disc_real_4: 0.21046583354473114 (0.1962999701499939) | > loss_disc_real_5: 0.1981009691953659 (0.19935244818528494) | > loss_0: 2.321256160736084 (2.307351986567179) | > loss_gen: 2.378939628601074 (2.429776589075724) | > loss_kl: 2.053516149520874 (1.9618749618530273) | > loss_feat: 7.742056846618652 (8.00010347366333) | > loss_mel: 15.029646873474121 (14.864876747131348) | > loss_duration: 1.642989158630371 (1.629535476366679) | > loss_1: 28.847148895263672 (28.886167526245117)  --> STEP: 4 | > loss_disc: 2.3561575412750244 (2.3195533752441406) | > loss_disc_real_0: 0.1122797280550003 (0.13136471435427666) | > loss_disc_real_1: 0.19224755465984344 (0.190250676125288) | > loss_disc_real_2: 0.20571599900722504 (0.20905843749642372) | > loss_disc_real_3: 0.23414357006549835 (0.21965023130178452) | > loss_disc_real_4: 0.21724699437618256 (0.20153672620654106) | > loss_disc_real_5: 0.16891862452030182 (0.19174399226903915) | > loss_0: 2.3561575412750244 (2.3195533752441406) | > loss_gen: 2.328439712524414 (2.4044423699378967) | > loss_kl: 1.8377671241760254 (1.9308480024337769) | > loss_feat: 8.292237281799316 (8.073136925697327) | > loss_mel: 14.630402565002441 (14.806258201599121) | > loss_duration: 1.737898588180542 (1.6566262543201447) | > loss_1: 28.826744079589844 (28.8713116645813)  --> STEP: 5 | > loss_disc: 2.253112316131592 (2.3062651634216307) | > loss_disc_real_0: 0.06868980824947357 (0.11882973313331605) | > loss_disc_real_1: 0.16642220318317413 (0.18548498153686524) | > loss_disc_real_2: 0.24316127598285675 (0.21587900519371034) | > loss_disc_real_3: 0.235614612698555 (0.22284310758113862) | > loss_disc_real_4: 0.1764233261346817 (0.1965140461921692) | > loss_disc_real_5: 0.1384858936071396 (0.18109237253665925) | > loss_0: 2.253112316131592 (2.3062651634216307) | > loss_gen: 2.4828522205352783 (2.420124340057373) | > loss_kl: 2.2591094970703125 (1.996500301361084) | > loss_feat: 9.480269432067871 (8.354563426971435) | > loss_mel: 16.692472457885742 (15.183501052856446) | > loss_duration: 1.5518759489059448 (1.6356761932373047) | > loss_1: 32.46657943725586 (29.59036521911621) --> EVAL PERFORMANCE | > avg_loader_time: 0.15938811302185057 (+0.004685497283935525) | > avg_loss_disc: 2.3062651634216307 (+0.014420509338378906) | > avg_loss_disc_real_0: 0.11882973313331605 (-0.019955146312713612) | > avg_loss_disc_real_1: 0.18548498153686524 (-0.05862943232059478) | > avg_loss_disc_real_2: 0.21587900519371034 (-0.022212478518486012) | > avg_loss_disc_real_3: 0.22284310758113862 (+0.01616807878017426) | > avg_loss_disc_real_4: 0.1965140461921692 (-0.022085186839103682) | > avg_loss_disc_real_5: 0.18109237253665925 (-0.017357677221298218) | > avg_loss_0: 2.3062651634216307 (+0.014420509338378906) | > avg_loss_gen: 2.420124340057373 (-0.23430743217468297) | > avg_loss_kl: 1.996500301361084 (+0.0038281917572022817) | > avg_loss_feat: 8.354563426971435 (+0.5611644744873043) | > avg_loss_mel: 15.183501052856446 (+0.9896213531494151) | > avg_loss_duration: 1.6356761932373047 (-0.0016851902008057085) | > avg_loss_1: 29.59036521911621 (+1.3186206817626953)  > EPOCH: 64/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 08:24:11)   --> TIME: 2025-02-20 08:24:14 -- STEP: 1/924 -- GLOBAL_STEP: 105000 | > loss_disc: 2.303800344467163 (2.303800344467163) | > loss_disc_real_0: 0.11701042205095291 (0.11701042205095291) | > loss_disc_real_1: 0.20055446028709412 (0.20055446028709412) | > loss_disc_real_2: 0.2122800201177597 (0.2122800201177597) | > loss_disc_real_3: 0.22260016202926636 (0.22260016202926636) | > loss_disc_real_4: 0.20793326199054718 (0.20793326199054718) | > loss_disc_real_5: 0.18915927410125732 (0.18915927410125732) | > loss_0: 2.303800344467163 (2.303800344467163) | > grad_norm_0: tensor(30.0889, device='cuda:0') (tensor(30.0889, device='cuda:0')) | > loss_gen: 2.6547107696533203 (2.6547107696533203) | > loss_kl: 2.1853110790252686 (2.1853110790252686) | > loss_feat: 7.8688530921936035 (7.8688530921936035) | > loss_mel: 15.177824020385742 (15.177824020385742) | > loss_duration: 1.601568579673767 (1.601568579673767) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.488265991210938 (29.488265991210938) | > grad_norm_1: tensor(1168.0938, device='cuda:0') (tensor(1168.0938, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.8334 (0.8334064483642578) | > loader_time: 0.0108 (0.01079702377319336) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_105000.pth  --> TIME: 2025-02-20 08:24:58 -- STEP: 51/924 -- GLOBAL_STEP: 105050 | > loss_disc: 2.1140077114105225 (2.242953749263988) | > loss_disc_real_0: 0.07125990092754364 (0.11490807638448827) | > loss_disc_real_1: 0.17408016324043274 (0.19462637544847003) | > loss_disc_real_2: 0.2061292976140976 (0.20561271379975712) | > loss_disc_real_3: 0.19409847259521484 (0.20835158900887357) | > loss_disc_real_4: 0.21594002842903137 (0.2114365600487765) | > loss_disc_real_5: 0.19825521111488342 (0.2061370517693314) | > loss_0: 2.1140077114105225 (2.242953749263988) | > grad_norm_0: tensor(28.6778, device='cuda:0') (tensor(60.3497, device='cuda:0')) | > loss_gen: 2.9416990280151367 (2.7759549150279925) | > loss_kl: 2.1748504638671875 (2.1434394915898647) | > loss_feat: 8.437539100646973 (8.29532264260685) | > loss_mel: 14.78634262084961 (14.858174978518019) | > loss_duration: 1.661074161529541 (1.6144565858092963) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.00150489807129 (29.687348608877144) | > grad_norm_1: tensor(580.5123, device='cuda:0') (tensor(1006.7197, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.7948 (0.8155015777139103) | > loader_time: 0.0105 (0.011216350630217913)  --> TIME: 2025-02-20 08:25:40 -- STEP: 101/924 -- GLOBAL_STEP: 105100 | > loss_disc: 2.404951333999634 (2.215444172963057) | > loss_disc_real_0: 0.17317773401737213 (0.10678807513253523) | > loss_disc_real_1: 0.23500417172908783 (0.19253653671481818) | > loss_disc_real_2: 0.2251594066619873 (0.20392217243661975) | > loss_disc_real_3: 0.2899995446205139 (0.20745047572815772) | > loss_disc_real_4: 0.25249478220939636 (0.2107895279284751) | > loss_disc_real_5: 0.23767103254795074 (0.2026214912386224) | > loss_0: 2.404951333999634 (2.215444172963057) | > grad_norm_0: tensor(112.3214, device='cuda:0') (tensor(59.3726, device='cuda:0')) | > loss_gen: 2.88942289352417 (2.81207012185956) | > loss_kl: 2.05271315574646 (2.1658213504470227) | > loss_feat: 7.947310924530029 (8.503363127755648) | > loss_mel: 14.05848503112793 (15.08540408446057) | > loss_duration: 1.6119425296783447 (1.6132202797596997) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.55987548828125 (30.17987902801816) | > grad_norm_1: tensor(1182.6781, device='cuda:0') (tensor(989.7795, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.8489 (0.8160310051228741) | > loader_time: 0.0146 (0.011388936845382844)  --> TIME: 2025-02-20 08:26:21 -- STEP: 151/924 -- GLOBAL_STEP: 105150 | > loss_disc: 2.5520286560058594 (2.215499926876547) | > loss_disc_real_0: 0.12329204380512238 (0.10643277388830848) | > loss_disc_real_1: 0.19765692949295044 (0.1926916212040857) | > loss_disc_real_2: 0.20041295886039734 (0.20327154226255728) | > loss_disc_real_3: 0.2098267525434494 (0.207553838361178) | > loss_disc_real_4: 0.20751279592514038 (0.21113385033133805) | > loss_disc_real_5: 0.19494815170764923 (0.20325369560560644) | > loss_0: 2.5520286560058594 (2.215499926876547) | > grad_norm_0: tensor(60.9283, device='cuda:0') (tensor(61.7336, device='cuda:0')) | > loss_gen: 2.145998954772949 (2.809892714418322) | > loss_kl: 2.047630786895752 (2.159878716563547) | > loss_feat: 6.759235382080078 (8.527841798517088) | > loss_mel: 12.992325782775879 (15.10560789803006) | > loss_duration: 1.5992909669876099 (1.6143958560678342) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.54448127746582 (30.217616933860526) | > grad_norm_1: tensor(189.3331, device='cuda:0') (tensor(1026.3699, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.81 (0.8139042254315307) | > loader_time: 0.0106 (0.011316084703862273)  --> TIME: 2025-02-20 08:27:02 -- STEP: 201/924 -- GLOBAL_STEP: 105200 | > loss_disc: 2.274219274520874 (2.2141805311933673) | > loss_disc_real_0: 0.07964331656694412 (0.10692455545438463) | > loss_disc_real_1: 0.22684527933597565 (0.19209623440581175) | > loss_disc_real_2: 0.1895310878753662 (0.20334324685495292) | > loss_disc_real_3: 0.20055735111236572 (0.20756871724010106) | > loss_disc_real_4: 0.227216437458992 (0.2111342963739414) | > loss_disc_real_5: 0.21660089492797852 (0.2028230874989163) | > loss_0: 2.274219274520874 (2.2141805311933673) | > grad_norm_0: tensor(43.0913, device='cuda:0') (tensor(60.2383, device='cuda:0')) | > loss_gen: 2.7943925857543945 (2.8102406992841114) | > loss_kl: 2.0661230087280273 (2.1610665843261416) | > loss_feat: 8.299448013305664 (8.55007113034452) | > loss_mel: 15.492793083190918 (15.141010085148597) | > loss_duration: 1.6409647464752197 (1.6132150639348954) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.293720245361328 (30.275603555328217) | > grad_norm_1: tensor(1430.3611, device='cuda:0') (tensor(1018.7369, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.8476 (0.8144207890353986) | > loader_time: 0.0147 (0.011305187472063515)  --> TIME: 2025-02-20 08:27:45 -- STEP: 251/924 -- GLOBAL_STEP: 105250 | > loss_disc: 2.205186367034912 (2.214752051934778) | > loss_disc_real_0: 0.09385953098535538 (0.10664240914244813) | > loss_disc_real_1: 0.1984959989786148 (0.19251017961131625) | > loss_disc_real_2: 0.17893926799297333 (0.203638189876697) | > loss_disc_real_3: 0.19500865042209625 (0.20725390742499514) | > loss_disc_real_4: 0.19470973312854767 (0.21175450448733402) | > loss_disc_real_5: 0.15844784677028656 (0.20241186396771693) | > loss_0: 2.205186367034912 (2.214752051934778) | > grad_norm_0: tensor(31.5606, device='cuda:0') (tensor(60.9123, device='cuda:0')) | > loss_gen: 2.781341552734375 (2.8154581039550286) | > loss_kl: 2.16135573387146 (2.1644114536118217) | > loss_feat: 9.197352409362793 (8.564055060960374) | > loss_mel: 14.678831100463867 (15.145363549312272) | > loss_duration: 1.597715139389038 (1.614816666599289) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.416597366333008 (30.304104808792175) | > grad_norm_1: tensor(1287.5520, device='cuda:0') (tensor(994.9241, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.776 (0.816973004208143) | > loader_time: 0.0093 (0.011322433730045642)  --> TIME: 2025-02-20 08:28:26 -- STEP: 301/924 -- GLOBAL_STEP: 105300 | > loss_disc: 2.2299551963806152 (2.215975949138503) | > loss_disc_real_0: 0.14685237407684326 (0.10779685416317657) | > loss_disc_real_1: 0.22485770285129547 (0.19256273268465188) | > loss_disc_real_2: 0.19376835227012634 (0.20345319456040262) | > loss_disc_real_3: 0.19009777903556824 (0.20712313778772704) | > loss_disc_real_4: 0.19863077998161316 (0.2118891426099099) | > loss_disc_real_5: 0.19233155250549316 (0.20223031749955053) | > loss_0: 2.2299551963806152 (2.215975949138503) | > grad_norm_0: tensor(141.3043, device='cuda:0') (tensor(61.1858, device='cuda:0')) | > loss_gen: 2.950573205947876 (2.808839660942356) | > loss_kl: 2.3290014266967773 (2.1688884294706328) | > loss_feat: 9.362987518310547 (8.5473897845246) | > loss_mel: 16.079303741455078 (15.11352928769945) | > loss_duration: 1.5997169017791748 (1.6151079113697293) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.32158279418945 (30.253755043511376) | > grad_norm_1: tensor(1089.1079, device='cuda:0') (tensor(1021.1091, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.8054 (0.8177318359134205) | > loader_time: 0.0103 (0.011349335857404037)  --> TIME: 2025-02-20 08:29:09 -- STEP: 351/924 -- GLOBAL_STEP: 105350 | > loss_disc: 2.270142078399658 (2.2272851684494244) | > loss_disc_real_0: 0.12024138122797012 (0.11272012585100114) | > loss_disc_real_1: 0.2016034871339798 (0.1930379407358306) | > loss_disc_real_2: 0.2095060497522354 (0.20361908416972205) | > loss_disc_real_3: 0.18632806837558746 (0.20745597384933734) | > loss_disc_real_4: 0.16448263823986053 (0.2121335694253275) | > loss_disc_real_5: 0.24323542416095734 (0.2029392034919174) | > loss_0: 2.270142078399658 (2.2272851684494244) | > grad_norm_0: tensor(46.9968, device='cuda:0') (tensor(62.8835, device='cuda:0')) | > loss_gen: 2.457545042037964 (2.8008327198843666) | > loss_kl: 2.296149969100952 (2.1792168634229943) | > loss_feat: 8.416017532348633 (8.518561724583979) | > loss_mel: 16.523916244506836 (15.132799346902091) | > loss_duration: 1.5832452774047852 (1.6152308061931204) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.276874542236328 (30.246641436193745) | > grad_norm_1: tensor(573.5704, device='cuda:0') (tensor(996.6654, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.8308 (0.8188395242066125) | > loader_time: 0.0107 (0.011360816466502664)  --> TIME: 2025-02-20 08:29:50 -- STEP: 401/924 -- GLOBAL_STEP: 105400 | > loss_disc: 2.1300716400146484 (2.2346844221291096) | > loss_disc_real_0: 0.1139802485704422 (0.11567397215438452) | > loss_disc_real_1: 0.1669197976589203 (0.19332144310944105) | > loss_disc_real_2: 0.2010846734046936 (0.2043497642302454) | > loss_disc_real_3: 0.20862336456775665 (0.20753952689896202) | > loss_disc_real_4: 0.22963352501392365 (0.2119601483356923) | > loss_disc_real_5: 0.20631499588489532 (0.20312303319536246) | > loss_0: 2.1300716400146484 (2.2346844221291096) | > grad_norm_0: tensor(41.3152, device='cuda:0') (tensor(59.9454, device='cuda:0')) | > loss_gen: 2.9983882904052734 (2.7856486354980077) | > loss_kl: 2.209221124649048 (2.1786971422204973) | > loss_feat: 10.02918815612793 (8.488214127737987) | > loss_mel: 15.773680686950684 (15.164550617151427) | > loss_duration: 1.566619873046875 (1.6153228645610094) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.57709503173828 (30.23243337616956) | > grad_norm_1: tensor(549.6994, device='cuda:0') (tensor(1000.7621, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.8402 (0.818622001091441) | > loader_time: 0.01 (0.011357177225431609)  --> TIME: 2025-02-20 08:30:32 -- STEP: 451/924 -- GLOBAL_STEP: 105450 | > loss_disc: 1.980896234512329 (2.2345261999350163) | > loss_disc_real_0: 0.04031753167510033 (0.11494207014216154) | > loss_disc_real_1: 0.17728890478610992 (0.19336105674967805) | > loss_disc_real_2: 0.23460687696933746 (0.20432395691221414) | > loss_disc_real_3: 0.21738755702972412 (0.20737224886660566) | > loss_disc_real_4: 0.20261885225772858 (0.21219710939607175) | > loss_disc_real_5: 0.16520093381404877 (0.2033322201731993) | > loss_0: 1.980896234512329 (2.2345261999350163) | > grad_norm_0: tensor(36.2355, device='cuda:0') (tensor(59.8299, device='cuda:0')) | > loss_gen: 3.0480659008026123 (2.7889693655618797) | > loss_kl: 2.236131429672241 (2.180858021564867) | > loss_feat: 10.194101333618164 (8.484532469392088) | > loss_mel: 15.902554512023926 (15.138890315053732) | > loss_duration: 1.5950794219970703 (1.6153309252732606) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.975929260253906 (30.208581078607597) | > grad_norm_1: tensor(1033.3387, device='cuda:0') (tensor(982.7917, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.808 (0.8185161296649941) | > loader_time: 0.012 (0.011338368223406002)  --> TIME: 2025-02-20 08:31:14 -- STEP: 501/924 -- GLOBAL_STEP: 105500 | > loss_disc: 2.013353109359741 (2.233389325484544) | > loss_disc_real_0: 0.058956194669008255 (0.11433616616277993) | > loss_disc_real_1: 0.2236979454755783 (0.19352212119959078) | > loss_disc_real_2: 0.24869799613952637 (0.20434811788642718) | > loss_disc_real_3: 0.18692243099212646 (0.2073441638561066) | > loss_disc_real_4: 0.23911023139953613 (0.21216122764432263) | > loss_disc_real_5: 0.19734129309654236 (0.20324587459097845) | > loss_0: 2.013353109359741 (2.233389325484544) | > grad_norm_0: tensor(30.1735, device='cuda:0') (tensor(59.6444, device='cuda:0')) | > loss_gen: 3.209232807159424 (2.790888195266266) | > loss_kl: 2.1296989917755127 (2.179982350020116) | > loss_feat: 9.329630851745605 (8.48701719181267) | > loss_mel: 15.645126342773438 (15.156877940286419) | > loss_duration: 1.5775262117385864 (1.6151900831572783) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.89121437072754 (30.229955749359437) | > grad_norm_1: tensor(709.1944, device='cuda:0') (tensor(988.5602, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.8192 (0.8186636209012029) | > loader_time: 0.0127 (0.011317094167073575)  --> TIME: 2025-02-20 08:31:55 -- STEP: 551/924 -- GLOBAL_STEP: 105550 | > loss_disc: 2.146389961242676 (2.235284974916877) | > loss_disc_real_0: 0.11307641118764877 (0.11462472293005341) | > loss_disc_real_1: 0.19681885838508606 (0.19354163361764) | > loss_disc_real_2: 0.21481019258499146 (0.2045346687796328) | > loss_disc_real_3: 0.24074415862560272 (0.20750070580986146) | > loss_disc_real_4: 0.20937520265579224 (0.21193869763515397) | > loss_disc_real_5: 0.2103768140077591 (0.20336082999589442) | > loss_0: 2.146389961242676 (2.235284974916877) | > grad_norm_0: tensor(56.0035, device='cuda:0') (tensor(58.9803, device='cuda:0')) | > loss_gen: 2.9197471141815186 (2.7865178623995632) | > loss_kl: 2.1893534660339355 (2.178468170486217) | > loss_feat: 8.898212432861328 (8.47032645220333) | > loss_mel: 15.576035499572754 (15.1253582094196) | > loss_duration: 1.5647680759429932 (1.6152658544737712) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.148115158081055 (30.175936520640516) | > grad_norm_1: tensor(1442.6320, device='cuda:0') (tensor(977.3989, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.826 (0.8184184089113711) | > loader_time: 0.0136 (0.01135282248204504)  --> TIME: 2025-02-20 08:32:37 -- STEP: 601/924 -- GLOBAL_STEP: 105600 | > loss_disc: 2.197873830795288 (2.2320909682605503) | > loss_disc_real_0: 0.131897434592247 (0.1138808538675457) | > loss_disc_real_1: 0.1872401386499405 (0.19319621554131133) | > loss_disc_real_2: 0.18670938909053802 (0.20423277875349644) | > loss_disc_real_3: 0.23444196581840515 (0.20754365151912324) | > loss_disc_real_4: 0.2034476101398468 (0.21194171295586528) | > loss_disc_real_5: 0.23032647371292114 (0.2032589997209844) | > loss_0: 2.197873830795288 (2.2320909682605503) | > grad_norm_0: tensor(67.0509, device='cuda:0') (tensor(58.9835, device='cuda:0')) | > loss_gen: 2.9097793102264404 (2.7883207702795403) | > loss_kl: 2.0756888389587402 (2.1781477364843194) | > loss_feat: 8.608588218688965 (8.480220693915149) | > loss_mel: 15.012133598327637 (15.118848616588933) | > loss_duration: 1.6292476654052734 (1.614996958096293) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.235437393188477 (30.180534746801595) | > grad_norm_1: tensor(948.1482, device='cuda:0') (tensor(981.6970, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.829 (0.8188419496755233) | > loader_time: 0.0138 (0.011357036485846553)  --> TIME: 2025-02-20 08:33:19 -- STEP: 651/924 -- GLOBAL_STEP: 105650 | > loss_disc: 2.357581615447998 (2.2351235248342998) | > loss_disc_real_0: 0.1718464493751526 (0.11547702164911364) | > loss_disc_real_1: 0.2060939371585846 (0.19313216058339955) | > loss_disc_real_2: 0.2152135819196701 (0.20434681654617343) | > loss_disc_real_3: 0.2114735096693039 (0.20754150627395523) | > loss_disc_real_4: 0.24333685636520386 (0.2120077014427215) | > loss_disc_real_5: 0.21832075715065002 (0.20330072058144436) | > loss_0: 2.357581615447998 (2.2351235248342998) | > grad_norm_0: tensor(71.6606, device='cuda:0') (tensor(59.7869, device='cuda:0')) | > loss_gen: 2.5911242961883545 (2.7859101958355432) | > loss_kl: 2.2502284049987793 (2.1767004697187335) | > loss_feat: 7.989895343780518 (8.472539968388062) | > loss_mel: 14.70044994354248 (15.118900200921455) | > loss_duration: 1.5954420566558838 (1.6142805884327573) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.127140045166016 (30.168331421648485) | > grad_norm_1: tensor(904.1058, device='cuda:0') (tensor(982.8264, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.8287 (0.819010872262231) | > loader_time: 0.0112 (0.011381104245163882)  --> TIME: 2025-02-20 08:34:01 -- STEP: 701/924 -- GLOBAL_STEP: 105700 | > loss_disc: 2.2017834186553955 (2.238139536853524) | > loss_disc_real_0: 0.08707515150308609 (0.11647246678369107) | > loss_disc_real_1: 0.18125753104686737 (0.19330495372733456) | > 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2025-02-20 08:34:43 -- STEP: 751/924 -- GLOBAL_STEP: 105750 | > loss_disc: 2.1681861877441406 (2.239785426148722) | > loss_disc_real_0: 0.13542942702770233 (0.11699834845206153) | > loss_disc_real_1: 0.18685615062713623 (0.19319887850160775) | > loss_disc_real_2: 0.17148013412952423 (0.204291893543797) | > loss_disc_real_3: 0.19084982573986053 (0.2076663193348721) | > loss_disc_real_4: 0.190683975815773 (0.21186566156410824) | > loss_disc_real_5: 0.21835432946681976 (0.20384052340263692) | > loss_0: 2.1681861877441406 (2.239785426148722) | > grad_norm_0: tensor(68.7999, device='cuda:0') (tensor(59.5723, device='cuda:0')) | > loss_gen: 2.7254483699798584 (2.778147285375076) | > loss_kl: 2.1629598140716553 (2.1758000079229896) | > loss_feat: 8.183425903320312 (8.461062004658247) | > loss_mel: 14.90443229675293 (15.134637436441356) | > loss_duration: 1.6455919742584229 (1.6142426887936345) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.621858596801758 (30.163889436683707) | > grad_norm_1: tensor(1571.3401, device='cuda:0') (tensor(987.5483, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.8252 (0.8194050604747869) | > loader_time: 0.0118 (0.011328064490570998)  --> TIME: 2025-02-20 08:35:25 -- STEP: 801/924 -- GLOBAL_STEP: 105800 | > loss_disc: 2.1488196849823 (2.239055417152531) | > loss_disc_real_0: 0.06645143777132034 (0.11707753335333868) | > loss_disc_real_1: 0.21270833909511566 (0.19307574910691924) | > loss_disc_real_2: 0.2390488088130951 (0.20422453981139382) | > loss_disc_real_3: 0.21039804816246033 (0.20758229401078862) | > loss_disc_real_4: 0.1868673712015152 (0.21202197254224964) | > loss_disc_real_5: 0.19252890348434448 (0.20379529932465) | > loss_0: 2.1488196849823 (2.239055417152531) | > grad_norm_0: tensor(35.3418, device='cuda:0') (tensor(59.3493, device='cuda:0')) | > loss_gen: 2.892569065093994 (2.7784182623531057) | > loss_kl: 2.095973491668701 (2.1735690516627812) | > loss_feat: 9.025874137878418 (8.45330624753019) | > loss_mel: 15.370314598083496 (15.123719085617163) | > loss_duration: 1.6139534711837769 (1.6144675311077847) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.998682022094727 (30.143480188986484) | > grad_norm_1: tensor(1024.6932, device='cuda:0') (tensor(984.9373, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.7968 (0.8196376584442367) | > loader_time: 0.0099 (0.011325685867804858)  --> TIME: 2025-02-20 08:36:07 -- STEP: 851/924 -- GLOBAL_STEP: 105850 | > loss_disc: 2.2718253135681152 (2.236730376926069) | > loss_disc_real_0: 0.1335000991821289 (0.11628051952937164) | > loss_disc_real_1: 0.20999383926391602 (0.19287574492596302) | > loss_disc_real_2: 0.19647939503192902 (0.20410186386766774) | > loss_disc_real_3: 0.22021549940109253 (0.20761695451658005) | > loss_disc_real_4: 0.24927429854869843 (0.21195861529099258) | > loss_disc_real_5: 0.22926603257656097 (0.20380885301969867) | > loss_0: 2.2718253135681152 (2.236730376926069) | > grad_norm_0: tensor(49.5821, device='cuda:0') (tensor(59.3982, device='cuda:0')) | > loss_gen: 2.7862401008605957 (2.779617096646554) | > loss_kl: 2.0215344429016113 (2.1761330628086903) | > loss_feat: 7.626871109008789 (8.459948181685757) | > loss_mel: 14.12252140045166 (15.121242352854352) | > loss_duration: 1.5971519947052002 (1.61426225938472) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.154319763183594 (30.15120296724815) | > grad_norm_1: tensor(1161.4386, device='cuda:0') (tensor(988.2004, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.7956 (0.8197348608113344) | > loader_time: 0.011 (0.011308563021739413)  --> TIME: 2025-02-20 08:36:48 -- STEP: 901/924 -- GLOBAL_STEP: 105900 | > loss_disc: 2.2381844520568848 (2.237220474935399) | > loss_disc_real_0: 0.19007445871829987 (0.11716203090758553) | > loss_disc_real_1: 0.1905517876148224 (0.19268891971132476) | > loss_disc_real_2: 0.1885683387517929 (0.20413339731762062) | > loss_disc_real_3: 0.1895453780889511 (0.207518814737339) | > loss_disc_real_4: 0.16930510103702545 (0.2119193723080029) | > loss_disc_real_5: 0.23307517170906067 (0.2036467040584037) | > loss_0: 2.2381844520568848 (2.237220474935399) | > grad_norm_0: tensor(57.9015, device='cuda:0') (tensor(60.4199, device='cuda:0')) | > loss_gen: 3.0533664226531982 (2.783167712564078) | > loss_kl: 2.1842763423919678 (2.1774405903874436) | > loss_feat: 9.273871421813965 (8.470017761289725) | > loss_mel: 15.99878978729248 (15.140341878334242) | > loss_duration: 1.6323399543762207 (1.6142417384305354) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.142642974853516 (30.185209676507576) | > grad_norm_1: tensor(361.1548, device='cuda:0') (tensor(984.7852, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.8272 (0.8193357924906978) | > loader_time: 0.0111 (0.011304987389821717)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2656047344207764 (2.2656047344207764) | > loss_disc_real_0: 0.11316216737031937 (0.11316216737031937) | > loss_disc_real_1: 0.2258545607328415 (0.2258545607328415) | > loss_disc_real_2: 0.21945548057556152 (0.21945548057556152) | > loss_disc_real_3: 0.1944066882133484 (0.1944066882133484) | > loss_disc_real_4: 0.21214726567268372 (0.21214726567268372) | > loss_disc_real_5: 0.21184661984443665 (0.21184661984443665) | > loss_0: 2.2656047344207764 (2.2656047344207764) | > loss_gen: 2.793264150619507 (2.793264150619507) | > loss_kl: 1.9857261180877686 (1.9857261180877686) | > loss_feat: 8.4423189163208 (8.4423189163208) | > loss_mel: 14.646002769470215 (14.646002769470215) | > loss_duration: 1.6668124198913574 (1.6668124198913574) | > loss_1: 29.53412437438965 (29.53412437438965)  --> STEP: 1 | > loss_disc: 2.3608615398406982 (2.3608615398406982) | > loss_disc_real_0: 0.15795941650867462 (0.15795941650867462) | > loss_disc_real_1: 0.23016078770160675 (0.23016078770160675) | > loss_disc_real_2: 0.241662859916687 (0.241662859916687) | > loss_disc_real_3: 0.22571386396884918 (0.22571386396884918) | > loss_disc_real_4: 0.2160201072692871 (0.2160201072692871) | > loss_disc_real_5: 0.24297496676445007 (0.24297496676445007) | > loss_0: 2.3608615398406982 (2.3608615398406982) | > loss_gen: 2.7881886959075928 (2.7881886959075928) | > loss_kl: 1.973602533340454 (1.973602533340454) | > loss_feat: 7.949806213378906 (7.949806213378906) | > loss_mel: 14.006522178649902 (14.006522178649902) | > loss_duration: 1.6626179218292236 (1.6626179218292236) | > loss_1: 28.380739212036133 (28.380739212036133)  --> STEP: 2 | > loss_disc: 2.4045748710632324 (2.3827182054519653) | > loss_disc_real_0: 0.15875442326068878 (0.1583569198846817) | > loss_disc_real_1: 0.21120800077915192 (0.22068439424037933) | > loss_disc_real_2: 0.22849081456661224 (0.23507683724164963) | > loss_disc_real_3: 0.2322721928358078 (0.2289930284023285) | > loss_disc_real_4: 0.2157362550497055 (0.2158781811594963) | > loss_disc_real_5: 0.24276404082775116 (0.24286950379610062) | > loss_0: 2.4045748710632324 (2.3827182054519653) | > loss_gen: 2.6635258197784424 (2.7258572578430176) | > loss_kl: 2.1001510620117188 (2.0368767976760864) | > loss_feat: 7.433032035827637 (7.6914191246032715) | > loss_mel: 12.947309494018555 (13.476915836334229) | > loss_duration: 1.562685489654541 (1.6126517057418823) | > loss_1: 26.706703186035156 (27.543721199035645)  --> STEP: 3 | > loss_disc: 2.291019916534424 (2.352152109146118) | > loss_disc_real_0: 0.1713935285806656 (0.16270245611667633) | > loss_disc_real_1: 0.21535134315490723 (0.21890671054522196) | > loss_disc_real_2: 0.21975237131118774 (0.22996868193149567) | > loss_disc_real_3: 0.19900141656398773 (0.2189958244562149) | > loss_disc_real_4: 0.21607878804206848 (0.2159450501203537) | > loss_disc_real_5: 0.24244777858257294 (0.24272892872492471) | > loss_0: 2.291019916534424 (2.352152109146118) | > loss_gen: 2.8168792724609375 (2.756197929382324) | > loss_kl: 2.1777560710906982 (2.083836555480957) | > loss_feat: 8.139533042907715 (7.840790430704753) | > loss_mel: 15.405256271362305 (14.119695981343588) | > loss_duration: 1.640254020690918 (1.6218524773915608) | > loss_1: 30.17967987060547 (28.422374089558918)  --> STEP: 4 | > loss_disc: 2.3504128456115723 (2.3517172932624817) | > loss_disc_real_0: 0.15997640788555145 (0.1620209440588951) | > loss_disc_real_1: 0.2403542548418045 (0.2242685966193676) | > loss_disc_real_2: 0.23097659647464752 (0.23022066056728363) | > loss_disc_real_3: 0.23021893203258514 (0.22180160135030746) | > loss_disc_real_4: 0.22884975373744965 (0.21917122602462769) | > loss_disc_real_5: 0.2705853283405304 (0.24969302862882614) | > loss_0: 2.3504128456115723 (2.3517172932624817) | > loss_gen: 2.9277830123901367 (2.7990942001342773) | > loss_kl: 1.9277225732803345 (2.0448080599308014) | > loss_feat: 7.742499828338623 (7.81621778011322) | > loss_mel: 14.287654876708984 (14.161685705184937) | > loss_duration: 1.7356308698654175 (1.650297075510025) | > loss_1: 28.621292114257812 (28.472103595733643)  --> STEP: 5 | > loss_disc: 2.4894065856933594 (2.3792551517486573) | > loss_disc_real_0: 0.18670803308486938 (0.16695836186408997) | > loss_disc_real_1: 0.25616857409477234 (0.23064859211444855) | > loss_disc_real_2: 0.18816474080085754 (0.2218094766139984) | > loss_disc_real_3: 0.28062891960144043 (0.23356706500053406) | > loss_disc_real_4: 0.247725710272789 (0.22488212287425996) | > loss_disc_real_5: 0.264217346906662 (0.25259789228439333) | > loss_0: 2.4894065856933594 (2.3792551517486573) | > loss_gen: 2.747257709503174 (2.7887269020080567) | > loss_kl: 2.3599298000335693 (2.107832407951355) | > loss_feat: 6.572530269622803 (7.567480278015137) | > loss_mel: 12.859695434570312 (13.901287651062011) | > loss_duration: 1.5196263790130615 (1.6241629362106322) | > loss_1: 26.059040069580078 (27.98949089050293) --> EVAL PERFORMANCE | > avg_loader_time: 0.15528345108032227 (-0.004104661941528309) | > avg_loss_disc: 2.3792551517486573 (+0.07298998832702663) | > avg_loss_disc_real_0: 0.16695836186408997 (+0.04812862873077392) | > avg_loss_disc_real_1: 0.23064859211444855 (+0.04516361057758331) | > avg_loss_disc_real_2: 0.2218094766139984 (+0.005930471420288075) | > avg_loss_disc_real_3: 0.23356706500053406 (+0.010723957419395441) | > avg_loss_disc_real_4: 0.22488212287425996 (+0.028368076682090765) | > avg_loss_disc_real_5: 0.25259789228439333 (+0.07150551974773409) | > avg_loss_0: 2.3792551517486573 (+0.07298998832702663) | > avg_loss_gen: 2.7887269020080567 (+0.36860256195068386) | > avg_loss_kl: 2.107832407951355 (+0.11133210659027104) | > avg_loss_feat: 7.567480278015137 (-0.7870831489562979) | > avg_loss_mel: 13.901287651062011 (-1.2822134017944347) | > avg_loss_duration: 1.6241629362106322 (-0.011513257026672497) | > avg_loss_1: 27.98949089050293 (-1.6008743286132834)  > EPOCH: 65/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 08:37:16)   --> TIME: 2025-02-20 08:37:40 -- STEP: 27/924 -- GLOBAL_STEP: 105950 | > loss_disc: 2.2245335578918457 (2.225306316658303) | > loss_disc_real_0: 0.05816543102264404 (0.11936919473939472) | > loss_disc_real_1: 0.24502839148044586 (0.1928694303388949) | > loss_disc_real_2: 0.2047368437051773 (0.205915121016679) | > loss_disc_real_3: 0.20017550885677338 (0.20621736623622752) | > loss_disc_real_4: 0.2026749849319458 (0.21033273968431684) | > loss_disc_real_5: 0.1984928697347641 (0.20354461118027015) | > loss_0: 2.2245335578918457 (2.225306316658303) | > grad_norm_0: tensor(41.7866, device='cuda:0') (tensor(53.5194, device='cuda:0')) | > loss_gen: 2.6874310970306396 (2.7705977227952747) | > loss_kl: 2.4145116806030273 (2.1485737959543867) | > loss_feat: 8.500779151916504 (8.567260848151315) | > loss_mel: 15.251480102539062 (15.379536875972041) | > loss_duration: 1.662506103515625 (1.6123238757804588) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.516708374023438 (30.47829267713759) | > grad_norm_1: tensor(1218.9005, device='cuda:0') (tensor(1285.3188, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.8173 (0.8187748856014676) | > loader_time: 0.0108 (0.011105519753915293)  --> TIME: 2025-02-20 08:38:22 -- STEP: 77/924 -- GLOBAL_STEP: 106000 | > loss_disc: 2.484182596206665 (2.199585574013847) | > loss_disc_real_0: 0.05993851646780968 (0.10206498943462775) | > loss_disc_real_1: 0.23850034177303314 (0.19389253041960977) | > loss_disc_real_2: 0.2038780301809311 (0.20243993111245043) | > loss_disc_real_3: 0.26731911301612854 (0.2052975314391124) | > loss_disc_real_4: 0.21904338896274567 (0.2121686813506213) | > loss_disc_real_5: 0.24402911961078644 (0.20287207446315073) | > loss_0: 2.484182596206665 (2.199585574013847) | > grad_norm_0: tensor(41.4638, device='cuda:0') (tensor(53.0493, device='cuda:0')) | > loss_gen: 2.5005812644958496 (2.8265168450095435) | > loss_kl: 2.483462333679199 (2.1422615593129937) | > loss_feat: 8.086153030395508 (8.626738381076166) | > loss_mel: 16.22743797302246 (15.241634430823389) | > loss_duration: 1.5616228580474854 (1.6152263353397323) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.8592586517334 (30.452377467960506) | > grad_norm_1: tensor(588.3392, device='cuda:0') (tensor(994.9952, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.8269 (0.8221751993352716) | > loader_time: 0.0109 (0.011726831460927989) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_106000.pth  --> TIME: 2025-02-20 08:39:06 -- STEP: 127/924 -- GLOBAL_STEP: 106050 | > loss_disc: 2.2113237380981445 (2.2242343669801246) | > loss_disc_real_0: 0.09572620689868927 (0.11109259124757268) | > loss_disc_real_1: 0.19734744727611542 (0.1935682480964135) | > loss_disc_real_2: 0.1847684234380722 (0.20347065191099964) | > loss_disc_real_3: 0.196257546544075 (0.20759324060650322) | > loss_disc_real_4: 0.2407965064048767 (0.21267145297189397) | > loss_disc_real_5: 0.2125842571258545 (0.2040973643618306) | > loss_0: 2.2113237380981445 (2.2242343669801246) | > grad_norm_0: tensor(19.1263, device='cuda:0') (tensor(51.6562, device='cuda:0')) | > loss_gen: 2.859393835067749 (2.7919708067976585) | > loss_kl: 2.0904552936553955 (2.164752048770276) | > loss_feat: 8.12165641784668 (8.545131510636942) | > loss_mel: 14.718412399291992 (15.254947377002145) | > loss_duration: 1.6244699954986572 (1.6150057156254927) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.414386749267578 (30.37180738374004) | > grad_norm_1: tensor(651.5974, device='cuda:0') (tensor(1026.3059, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.7839 (0.8198924609056608) | > loader_time: 0.0092 (0.011436071921521284)  --> TIME: 2025-02-20 08:39:49 -- STEP: 177/924 -- GLOBAL_STEP: 106100 | > loss_disc: 2.1713716983795166 (2.2273112104437445) | > loss_disc_real_0: 0.15101926028728485 (0.11307766773648519) | > loss_disc_real_1: 0.19241267442703247 (0.19327616624239474) | > loss_disc_real_2: 0.20452125370502472 (0.20322617088670786) | > loss_disc_real_3: 0.18037839233875275 (0.20747706580296751) | > loss_disc_real_4: 0.2106478214263916 (0.21300732912653583) | > loss_disc_real_5: 0.19018028676509857 (0.20318865910761774) | > loss_0: 2.1713716983795166 (2.2273112104437445) | > grad_norm_0: tensor(84.6323, device='cuda:0') (tensor(55.2856, device='cuda:0')) | > loss_gen: 2.8527584075927734 (2.7885569812214306) | > loss_kl: 2.218714952468872 (2.184906618069797) | > loss_feat: 8.435384750366211 (8.541781985827088) | > loss_mel: 14.402360916137695 (15.27085160400908) | > loss_duration: 1.6347062587738037 (1.6137894506508348) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.543926239013672 (30.399886632369736) | > grad_norm_1: tensor(1362.7322, device='cuda:0') (tensor(985.1906, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.8022 (0.8250300305037849) | > loader_time: 0.0141 (0.011363911763422907)  --> TIME: 2025-02-20 08:40:31 -- STEP: 227/924 -- GLOBAL_STEP: 106150 | > loss_disc: 2.344050884246826 (2.22686919819416) | > loss_disc_real_0: 0.14103925228118896 (0.11469757613533131) | > loss_disc_real_1: 0.18757471442222595 (0.1930415271268542) | > loss_disc_real_2: 0.2255043238401413 (0.2024514031830338) | > loss_disc_real_3: 0.21726161241531372 (0.2070928397814083) | > loss_disc_real_4: 0.1632024198770523 (0.21220045960159553) | > loss_disc_real_5: 0.16805508732795715 (0.20285000596277514) | > loss_0: 2.344050884246826 (2.22686919819416) | > grad_norm_0: tensor(67.2298, device='cuda:0') (tensor(55.5242, device='cuda:0')) | > loss_gen: 2.4865314960479736 (2.7858084603028153) | > loss_kl: 2.0674517154693604 (2.1769236898632336) | > loss_feat: 7.532830715179443 (8.542744155497282) | > loss_mel: 14.183817863464355 (15.293007959878393) | > loss_duration: 1.6244248151779175 (1.6138947813521398) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.895055770874023 (30.412379067374747) | > grad_norm_1: tensor(503.3824, device='cuda:0') (tensor(989.3073, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.8138 (0.8256994732676098) | > loader_time: 0.0114 (0.011412672009237013)  --> TIME: 2025-02-20 08:41:13 -- STEP: 277/924 -- GLOBAL_STEP: 106200 | > loss_disc: 2.1941912174224854 (2.223810897837479) | > loss_disc_real_0: 0.08176637440919876 (0.1129432207961913) | > loss_disc_real_1: 0.20771655440330505 (0.19271333483367187) | > loss_disc_real_2: 0.21097269654273987 (0.20246224643306182) | > loss_disc_real_3: 0.25538042187690735 (0.20733617025592269) | > loss_disc_real_4: 0.2542354166507721 (0.21285368184750686) | > loss_disc_real_5: 0.2586430609226227 (0.20265678620295405) | > loss_0: 2.1941912174224854 (2.223810897837479) | > grad_norm_0: tensor(29.1125, device='cuda:0') (tensor(56.1174, device='cuda:0')) | > loss_gen: 2.98409366607666 (2.795882478948104) | > loss_kl: 2.2600440979003906 (2.178150298793397) | > loss_feat: 8.700089454650879 (8.564911475680795) | > loss_mel: 15.051054000854492 (15.291403205816497) | > loss_duration: 1.5944933891296387 (1.6153894718803656) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.58977508544922 (30.445736978028226) | > grad_norm_1: tensor(696.7618, device='cuda:0') (tensor(952.0685, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.8801 (0.8250293068937447) | > loader_time: 0.0123 (0.011337353434373327)  --> TIME: 2025-02-20 08:41:55 -- STEP: 327/924 -- GLOBAL_STEP: 106250 | > loss_disc: 2.2372970581054688 (2.2221956380645804) | > loss_disc_real_0: 0.09287040680646896 (0.11192330903165748) | > loss_disc_real_1: 0.16559270024299622 (0.19252852630724604) | > loss_disc_real_2: 0.176655113697052 (0.2026618843960834) | > loss_disc_real_3: 0.16945774853229523 (0.20720725868820064) | > loss_disc_real_4: 0.1797022521495819 (0.21254719420128268) | > loss_disc_real_5: 0.22223348915576935 (0.20267503382780505) | > loss_0: 2.2372970581054688 (2.2221956380645804) | > grad_norm_0: tensor(67.2868, device='cuda:0') (tensor(56.7775, device='cuda:0')) | > loss_gen: 2.530255079269409 (2.7964358592252125) | > loss_kl: 2.2878620624542236 (2.173800998142373) | > loss_feat: 8.20721435546875 (8.554448336271697) | > loss_mel: 15.332402229309082 (15.272348543919554) | > loss_duration: 1.6519443988800049 (1.6148776701830947) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.00967788696289 (30.41191145987321) | > grad_norm_1: tensor(787.9681, device='cuda:0') (tensor(959.5925, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.8241 (0.8256070205560153) | > loader_time: 0.0108 (0.01142417764809519)  --> TIME: 2025-02-20 08:42:37 -- STEP: 377/924 -- GLOBAL_STEP: 106300 | > loss_disc: 2.2723171710968018 (2.222441000078337) | > loss_disc_real_0: 0.15801268815994263 (0.11320396189130744) | > loss_disc_real_1: 0.19873924553394318 (0.19247241108740049) | > loss_disc_real_2: 0.21815919876098633 (0.20311326859642395) | > loss_disc_real_3: 0.20523719489574432 (0.2069546688219598) | > loss_disc_real_4: 0.25196075439453125 (0.21221067189221665) | > loss_disc_real_5: 0.2283766120672226 (0.20255813251597815) | > loss_0: 2.2723171710968018 (2.222441000078337) | > grad_norm_0: tensor(63.7287, device='cuda:0') (tensor(57.6986, device='cuda:0')) | > loss_gen: 2.974956750869751 (2.796827000711577) | > loss_kl: 2.023303985595703 (2.1745250493841413) | > loss_feat: 9.23123836517334 (8.550259258766069) | > loss_mel: 15.434972763061523 (15.250883013879589) | > loss_duration: 1.5994114875793457 (1.6147157728513928) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.26388168334961 (30.387210162944438) | > grad_norm_1: tensor(777.7875, device='cuda:0') (tensor(988.9506, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.8305 (0.8252501892474349) | > loader_time: 0.0153 (0.011460776670541949)  --> TIME: 2025-02-20 08:43:19 -- STEP: 427/924 -- GLOBAL_STEP: 106350 | > loss_disc: 2.158785343170166 (2.2268943362269518) | > loss_disc_real_0: 0.12388201802968979 (0.11500398508890311) | > loss_disc_real_1: 0.20117081701755524 (0.192656017403692) | > loss_disc_real_2: 0.20466285943984985 (0.20316488772142122) | > loss_disc_real_3: 0.23534539341926575 (0.20683481354065755) | > loss_disc_real_4: 0.2011352777481079 (0.21221766730800998) | > loss_disc_real_5: 0.20714056491851807 (0.20287388294446668) | > loss_0: 2.158785343170166 (2.2268943362269518) | > grad_norm_0: tensor(40.0342, device='cuda:0') (tensor(58.0951, device='cuda:0')) | > loss_gen: 3.0158255100250244 (2.7946677794221966) | > loss_kl: 2.173377752304077 (2.1745288062151467) | > loss_feat: 9.331035614013672 (8.537138201872127) | > loss_mel: 16.35982322692871 (15.247927252526026) | > loss_duration: 1.6197549104690552 (1.6148931463652532) | > amp_scaler: 128.0 (128.2997658079625) | > loss_1: 32.49981689453125 (30.36915528076315) | > grad_norm_1: tensor(1095.3529, device='cuda:0') (tensor(967.7458, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.8242 (0.8254637427854873) | > loader_time: 0.0102 (0.011492661067417698)  --> TIME: 2025-02-20 08:44:02 -- STEP: 477/924 -- GLOBAL_STEP: 106400 | > loss_disc: 2.338428258895874 (2.229642900530896) | > loss_disc_real_0: 0.1369374692440033 (0.11601051864306007) | > loss_disc_real_1: 0.19514405727386475 (0.19300775895328648) | > loss_disc_real_2: 0.20532654225826263 (0.20337532207650952) | > loss_disc_real_3: 0.22004704177379608 (0.20688915708779798) | > loss_disc_real_4: 0.20663167536258698 (0.21205479618888226) | > loss_disc_real_5: 0.2413935363292694 (0.20308247795894713) | > loss_0: 2.338428258895874 (2.229642900530896) | > grad_norm_0: tensor(57.5621, device='cuda:0') (tensor(57.9403, device='cuda:0')) | > loss_gen: 2.5203139781951904 (2.788657127936181) | > loss_kl: 2.1699109077453613 (2.1714410194560907) | > loss_feat: 7.018252849578857 (8.518100447624727) | > loss_mel: 14.28210163116455 (15.248418759999785) | > loss_duration: 1.5795176029205322 (1.6148204383610183) | > amp_scaler: 128.0 (128.26834381551356) | > loss_1: 27.57009506225586 (30.34143786960178) | > grad_norm_1: tensor(1182.6584, device='cuda:0') (tensor(975.0186, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 1.2218 (0.8269374495532278) | > loader_time: 0.0103 (0.011476769137432497)  --> TIME: 2025-02-20 08:44:44 -- STEP: 527/924 -- GLOBAL_STEP: 106450 | > loss_disc: 2.2143313884735107 (2.227115968825468) | > loss_disc_real_0: 0.14910009503364563 (0.1148970929739654) | > loss_disc_real_1: 0.18747542798519135 (0.19302704591000105) | > loss_disc_real_2: 0.199773371219635 (0.20331857244588386) | > loss_disc_real_3: 0.2064458578824997 (0.2066654329960442) | > loss_disc_real_4: 0.197525754570961 (0.21201330731557486) | > loss_disc_real_5: 0.22072310745716095 (0.20300646270475084) | > loss_0: 2.2143313884735107 (2.227115968825468) | > grad_norm_0: tensor(64.5598, device='cuda:0') (tensor(57.3877, device='cuda:0')) | > loss_gen: 2.8136348724365234 (2.7917171379646715) | > loss_kl: 2.1526432037353516 (2.1696273393830032) | > loss_feat: 8.309660911560059 (8.524994303650823) | > loss_mel: 15.410749435424805 (15.241703596241786) | > loss_duration: 1.5990233421325684 (1.6145951804445187) | > amp_scaler: 128.0 (128.24288425047425) | > loss_1: 30.28571319580078 (30.342637632105788) | > grad_norm_1: tensor(1019.1099, device='cuda:0') (tensor(977.2144, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.816 (0.8264351343520452) | > loader_time: 0.0131 (0.011501019548419764)  --> TIME: 2025-02-20 08:45:26 -- STEP: 577/924 -- GLOBAL_STEP: 106500 | > loss_disc: 2.342660903930664 (2.2287712524833867) | > loss_disc_real_0: 0.09174647927284241 (0.11509796984467904) | > loss_disc_real_1: 0.15875962376594543 (0.1932030260252994) | > loss_disc_real_2: 0.21544742584228516 (0.2034739277856601) | > loss_disc_real_3: 0.20494259893894196 (0.20694051331725863) | > loss_disc_real_4: 0.20714691281318665 (0.21209694388317685) | > loss_disc_real_5: 0.19675379991531372 (0.20314029788846985) | > loss_0: 2.342660903930664 (2.2287712524833867) | > grad_norm_0: tensor(44.9390, device='cuda:0') (tensor(57.5942, device='cuda:0')) | > loss_gen: 2.386336326599121 (2.790219177199815) | > loss_kl: 2.3470447063446045 (2.1666287018480075) | > loss_feat: 8.285307884216309 (8.510637478357372) | > loss_mel: 14.1595458984375 (15.209171072035977) | > loss_duration: 1.6203030347824097 (1.6143886290968397) | > amp_scaler: 128.0 (128.22183708838807) | > loss_1: 28.79853630065918 (30.29104513436091) | > grad_norm_1: tensor(358.1137, device='cuda:0') (tensor(976.3948, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.8319 (0.826782645964333) | > loader_time: 0.0109 (0.011495926971038881)  --> TIME: 2025-02-20 08:46:08 -- STEP: 627/924 -- GLOBAL_STEP: 106550 | > loss_disc: 2.2591724395751953 (2.231154005493273) | > loss_disc_real_0: 0.10417400300502777 (0.11586308735682727) | > loss_disc_real_1: 0.1893492341041565 (0.19311780445693605) | > loss_disc_real_2: 0.21791312098503113 (0.20338321102863288) | > loss_disc_real_3: 0.2544223666191101 (0.20702635947216844) | > loss_disc_real_4: 0.21041464805603027 (0.2120756656644447) | > loss_disc_real_5: 0.25240325927734375 (0.20342340891916408) | > loss_0: 2.2591724395751953 (2.231154005493273) | > grad_norm_0: tensor(60.9587, device='cuda:0') (tensor(57.9979, device='cuda:0')) | > loss_gen: 2.9800753593444824 (2.78576765980637) | > loss_kl: 2.075575828552246 (2.167350339547298) | > loss_feat: 8.38791561126709 (8.493096655825871) | > loss_mel: 16.339128494262695 (15.191756040095523) | > loss_duration: 1.5963404178619385 (1.6141723848796157) | > amp_scaler: 128.0 (128.20414673046238) | > loss_1: 31.37903594970703 (30.252143141945773) | > grad_norm_1: tensor(1607.4142, device='cuda:0') (tensor(987.1345, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.825 (0.8266710771137827) | > loader_time: 0.0103 (0.011518830127503134)  --> TIME: 2025-02-20 08:46:50 -- STEP: 677/924 -- GLOBAL_STEP: 106600 | > loss_disc: 2.0565028190612793 (2.234557636203231) | > loss_disc_real_0: 0.05203946679830551 (0.11830798247925374) | > loss_disc_real_1: 0.17466339468955994 (0.19280190334450378) | > loss_disc_real_2: 0.20072554051876068 (0.20343558866657213) | > loss_disc_real_3: 0.19806988537311554 (0.20702818465285688) | > loss_disc_real_4: 0.22397145628929138 (0.2121440921435504) | > loss_disc_real_5: 0.1667136251926422 (0.20329432750734303) | > loss_0: 2.0565028190612793 (2.234557636203231) | > grad_norm_0: tensor(12.6982, device='cuda:0') (tensor(58.7555, device='cuda:0')) | > loss_gen: 3.0179760456085205 (2.7872518341509593) | > loss_kl: 2.251314640045166 (2.16973835133027) | > loss_feat: 9.692222595214844 (8.493383339976285) | > loss_mel: 15.377131462097168 (15.190115937101965) | > loss_duration: 1.6210248470306396 (1.6140106043047884) | > amp_scaler: 128.0 (128.18906942392903) | > loss_1: 31.95966911315918 (30.254500111589756) | > grad_norm_1: tensor(438.0314, device='cuda:0') (tensor(972.0580, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.8513 (0.8264314656419627) | > loader_time: 0.011 (0.011484508852486782)  --> TIME: 2025-02-20 08:47:33 -- STEP: 727/924 -- GLOBAL_STEP: 106650 | > loss_disc: 2.223421335220337 (2.235151423548734) | > loss_disc_real_0: 0.06598427891731262 (0.11783021695891385) | > loss_disc_real_1: 0.19520480930805206 (0.19276517188942588) | > loss_disc_real_2: 0.19263461232185364 (0.20352252003989157) | > loss_disc_real_3: 0.22204361855983734 (0.20722957262884648) | > loss_disc_real_4: 0.21689821779727936 (0.21223006082860116) | > loss_disc_real_5: 0.20641428232192993 (0.20362489495267566) | > loss_0: 2.223421335220337 (2.235151423548734) | > grad_norm_0: tensor(48.9545, device='cuda:0') (tensor(58.0925, device='cuda:0')) | > loss_gen: 2.756108283996582 (2.7851646697504813) | > loss_kl: 2.271954298019409 (2.167926160964544) | > loss_feat: 9.18639850616455 (8.488151379103838) | > loss_mel: 16.630287170410156 (15.177359233368215) | > loss_duration: 1.635759711265564 (1.6140485844553092) | > amp_scaler: 128.0 (128.17606602475928) | > loss_1: 32.48051071166992 (30.232650066832235) | > grad_norm_1: tensor(1196.7789, device='cuda:0') (tensor(972.5192, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.8811 (0.8268151804702318) | > loader_time: 0.0144 (0.01149825807122779)  --> TIME: 2025-02-20 08:48:15 -- STEP: 777/924 -- GLOBAL_STEP: 106700 | > loss_disc: 2.2278621196746826 (2.2335218497991844) | > loss_disc_real_0: 0.17572689056396484 (0.11703712038906766) | > loss_disc_real_1: 0.1996939778327942 (0.19288042891516502) | > loss_disc_real_2: 0.16121426224708557 (0.20334014342558426) | > loss_disc_real_3: 0.19900904595851898 (0.20741900759467452) | > loss_disc_real_4: 0.24506302177906036 (0.21225681385094902) | > loss_disc_real_5: 0.23951157927513123 (0.20342469940314423) | > loss_0: 2.2278621196746826 (2.2335218497991844) | > grad_norm_0: tensor(110.7224, device='cuda:0') (tensor(57.9904, device='cuda:0')) | > loss_gen: 2.9093055725097656 (2.786593130042961) | > loss_kl: 2.2102818489074707 (2.171067473664399) | > loss_feat: 7.828806400299072 (8.497982031897074) | > loss_mel: 13.791934967041016 (15.173362102287616) | > loss_duration: 1.6241352558135986 (1.6144914306422151) | > amp_scaler: 128.0 (128.1647361647361) | > loss_1: 28.364465713500977 (30.243496216095245) | > grad_norm_1: tensor(1138.9949, device='cuda:0') (tensor(977.4762, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.8339 (0.8268327900188156) | > loader_time: 0.0116 (0.011485070028513723)  --> TIME: 2025-02-20 08:48:57 -- STEP: 827/924 -- GLOBAL_STEP: 106750 | > loss_disc: 2.146566867828369 (2.233697089635764) | > loss_disc_real_0: 0.14006680250167847 (0.11722751511114467) | > loss_disc_real_1: 0.19623731076717377 (0.1928773810129789) | > loss_disc_real_2: 0.20861314237117767 (0.203530089544558) | > loss_disc_real_3: 0.2155585139989853 (0.20725158035322727) | > loss_disc_real_4: 0.21825483441352844 (0.21236338501541618) | > loss_disc_real_5: 0.21937204897403717 (0.2033230632615637) | > loss_0: 2.146566867828369 (2.233697089635764) | > grad_norm_0: tensor(55.2937, device='cuda:0') (tensor(57.6902, device='cuda:0')) | > loss_gen: 2.944197177886963 (2.786013734672205) | > loss_kl: 2.1365244388580322 (2.170787406947908) | > loss_feat: 8.641546249389648 (8.496979754954177) | > loss_mel: 14.976080894470215 (15.17151598025118) | > loss_duration: 1.5891001224517822 (1.6141735992812187) | > amp_scaler: 128.0 (128.154776299879) | > loss_1: 30.287446975708008 (30.239470506089198) | > grad_norm_1: tensor(818.3397, device='cuda:0') (tensor(976.0522, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.7982 (0.8269897158806097) | > loader_time: 0.01 (0.011475100626824426)  --> TIME: 2025-02-20 08:49:39 -- STEP: 877/924 -- GLOBAL_STEP: 106800 | > loss_disc: 2.121567726135254 (2.2297742665833473) | > loss_disc_real_0: 0.09445259720087051 (0.11545388759703223) | > loss_disc_real_1: 0.19572481513023376 (0.1928235734881942) | > loss_disc_real_2: 0.1907099038362503 (0.20366607788215338) | > loss_disc_real_3: 0.20675082504749298 (0.2070830133547126) | > loss_disc_real_4: 0.2106999307870865 (0.2121892291606492) | > loss_disc_real_5: 0.18467266857624054 (0.20293416128734906) | > loss_0: 2.121567726135254 (2.2297742665833473) | > grad_norm_0: tensor(93.2320, device='cuda:0') (tensor(57.3817, device='cuda:0')) | > loss_gen: 2.9469821453094482 (2.7910548596724682) | > loss_kl: 2.3339123725891113 (2.172031165936381) | > loss_feat: 9.034343719482422 (8.513771983073811) | > loss_mel: 15.494935989379883 (15.17228271045054) | > loss_duration: 1.5872406959533691 (1.6141402858692808) | > amp_scaler: 128.0 (128.145952109464) | > loss_1: 31.39741325378418 (30.263281031644468) | > grad_norm_1: tensor(1378.0303, device='cuda:0') (tensor(969.5518, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.7978 (0.8266996780034481) | > loader_time: 0.0127 (0.01147121034707013)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.287867784500122 (2.287867784500122) | > loss_disc_real_0: 0.15321698784828186 (0.15321698784828186) | > loss_disc_real_1: 0.21804660558700562 (0.21804660558700562) | > loss_disc_real_2: 0.21213993430137634 (0.21213993430137634) | > loss_disc_real_3: 0.20471926033496857 (0.20471926033496857) | > loss_disc_real_4: 0.2166120857000351 (0.2166120857000351) | > loss_disc_real_5: 0.21385954320430756 (0.21385954320430756) | > loss_0: 2.287867784500122 (2.287867784500122) | > loss_gen: 2.627791404724121 (2.627791404724121) | > loss_kl: 2.0852952003479004 (2.0852952003479004) | > loss_feat: 7.405358791351318 (7.405358791351318) | > loss_mel: 12.794872283935547 (12.794872283935547) | > loss_duration: 1.686357855796814 (1.686357855796814) | > loss_1: 26.59967613220215 (26.59967613220215)  --> STEP: 1 | > loss_disc: 2.2775981426239014 (2.2775981426239014) | > loss_disc_real_0: 0.15281251072883606 (0.15281251072883606) | > loss_disc_real_1: 0.1911480724811554 (0.1911480724811554) | > loss_disc_real_2: 0.20554454624652863 (0.20554454624652863) | > loss_disc_real_3: 0.18520866334438324 (0.18520866334438324) | > loss_disc_real_4: 0.19943226873874664 (0.19943226873874664) | > loss_disc_real_5: 0.23972755670547485 (0.23972755670547485) | > loss_0: 2.2775981426239014 (2.2775981426239014) | > loss_gen: 2.5819363594055176 (2.5819363594055176) | > loss_kl: 2.1903622150421143 (2.1903622150421143) | > loss_feat: 7.840858459472656 (7.840858459472656) | > loss_mel: 13.59982967376709 (13.59982967376709) | > loss_duration: 1.6743254661560059 (1.6743254661560059) | > loss_1: 27.887311935424805 (27.887311935424805)  --> STEP: 2 | > loss_disc: 2.2163355350494385 (2.24696683883667) | > loss_disc_real_0: 0.11234263330698013 (0.1325775720179081) | > loss_disc_real_1: 0.19317775964736938 (0.1921629160642624) | > loss_disc_real_2: 0.2116614431142807 (0.20860299468040466) | > loss_disc_real_3: 0.19557316601276398 (0.1903909146785736) | > loss_disc_real_4: 0.20479978621006012 (0.20211602747440338) | > loss_disc_real_5: 0.25925153493881226 (0.24948954582214355) | > loss_0: 2.2163355350494385 (2.24696683883667) | > loss_gen: 2.7500855922698975 (2.6660109758377075) | > loss_kl: 1.9944353103637695 (2.092398762702942) | > loss_feat: 8.869848251342773 (8.355353355407715) | > loss_mel: 15.209845542907715 (14.404837608337402) | > loss_duration: 1.5719375610351562 (1.623131513595581) | > loss_1: 30.39615249633789 (29.141732215881348)  --> STEP: 3 | > loss_disc: 2.342977285385132 (2.2789703210194907) | > loss_disc_real_0: 0.16580377519130707 (0.14365297307570776) | > loss_disc_real_1: 0.19322799146175385 (0.19251794119675955) | > loss_disc_real_2: 0.22019867599010468 (0.212468221783638) | > loss_disc_real_3: 0.22970449924468994 (0.20349544286727905) | > loss_disc_real_4: 0.21628634631633759 (0.20683946708838144) | > loss_disc_real_5: 0.2084037810564041 (0.2357942909002304) | > loss_0: 2.342977285385132 (2.2789703210194907) | > loss_gen: 2.5101232528686523 (2.614048401514689) | > loss_kl: 2.0399205684661865 (2.07490603129069) | > loss_feat: 6.612149238586426 (7.774285316467285) | > loss_mel: 13.304211616516113 (14.037962277730307) | > loss_duration: 1.6542351245880127 (1.6334993839263916) | > loss_1: 26.12063980102539 (28.134701410929363)  --> STEP: 4 | > loss_disc: 2.3867692947387695 (2.3059200644493103) | > loss_disc_real_0: 0.1808062046766281 (0.15294128097593784) | > loss_disc_real_1: 0.22381509840488434 (0.20034223049879074) | > loss_disc_real_2: 0.22932031750679016 (0.21668124571442604) | > loss_disc_real_3: 0.20600838959217072 (0.20412367954850197) | > loss_disc_real_4: 0.21163298189640045 (0.2080378457903862) | > loss_disc_real_5: 0.21528057754039764 (0.23066586256027222) | > loss_0: 2.3867692947387695 (2.3059200644493103) | > loss_gen: 2.486829996109009 (2.582243800163269) | > loss_kl: 1.9581471681594849 (2.045716315507889) | > loss_feat: 6.612043857574463 (7.48372495174408) | > loss_mel: 12.264655113220215 (13.594635486602783) | > loss_duration: 1.7430238723754883 (1.6608805060386658) | > loss_1: 25.064701080322266 (27.367201328277588)  --> STEP: 5 | > loss_disc: 2.2679829597473145 (2.2983326435089113) | > loss_disc_real_0: 0.1579872965812683 (0.15395048409700393) | > loss_disc_real_1: 0.18375186622142792 (0.19702415764331818) | > loss_disc_real_2: 0.14879585802555084 (0.203104168176651) | > loss_disc_real_3: 0.2693295180797577 (0.2171648472547531) | > loss_disc_real_4: 0.20693551003932953 (0.20781737864017485) | > loss_disc_real_5: 0.2528558671474457 (0.2351038634777069) | > loss_0: 2.2679829597473145 (2.2983326435089113) | > loss_gen: 2.552889585494995 (2.5763729572296143) | > loss_kl: 1.9889925718307495 (2.034371566772461) | > loss_feat: 7.321433067321777 (7.451266574859619) | > loss_mel: 12.837772369384766 (13.44326286315918) | > loss_duration: 1.5214688777923584 (1.6329981803894043) | > loss_1: 26.22255516052246 (27.138272094726563) --> EVAL PERFORMANCE | > avg_loader_time: 0.15941247940063477 (+0.0041290283203125056) | > avg_loss_disc: 2.2983326435089113 (-0.080922508239746) | > avg_loss_disc_real_0: 0.15395048409700393 (-0.013007877767086035) | > avg_loss_disc_real_1: 0.19702415764331818 (-0.033624434471130366) | > avg_loss_disc_real_2: 0.203104168176651 (-0.018705308437347412) | > avg_loss_disc_real_3: 0.2171648472547531 (-0.01640221774578096) | > avg_loss_disc_real_4: 0.20781737864017485 (-0.017064744234085105) | > avg_loss_disc_real_5: 0.2351038634777069 (-0.017494028806686435) | > avg_loss_0: 2.2983326435089113 (-0.080922508239746) | > avg_loss_gen: 2.5763729572296143 (-0.21235394477844238) | > avg_loss_kl: 2.034371566772461 (-0.07346084117889395) | > avg_loss_feat: 7.451266574859619 (-0.11621370315551793) | > avg_loss_mel: 13.44326286315918 (-0.45802478790283097) | > avg_loss_duration: 1.6329981803894043 (+0.008835244178772017) | > avg_loss_1: 27.138272094726563 (-0.8512187957763651)  > EPOCH: 66/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 08:50:26)   --> TIME: 2025-02-20 08:50:31 -- STEP: 3/924 -- GLOBAL_STEP: 106850 | > loss_disc: 2.004814624786377 (2.0811692078908286) | > loss_disc_real_0: 0.060334913432598114 (0.061689767986536026) | > loss_disc_real_1: 0.17920450866222382 (0.19058256844679514) | > loss_disc_real_2: 0.19831149280071259 (0.19816742837429047) | > loss_disc_real_3: 0.20141638815402985 (0.20314310987790427) | > loss_disc_real_4: 0.19278721511363983 (0.2002404679854711) | > loss_disc_real_5: 0.19604626297950745 (0.19227279225985208) | > loss_0: 2.004814624786377 (2.0811692078908286) | > grad_norm_0: tensor(43.2746, device='cuda:0') (tensor(53.8426, device='cuda:0')) | > loss_gen: 3.076824188232422 (2.946241855621338) | > loss_kl: 2.2105517387390137 (2.1961967945098877) | > loss_feat: 9.709436416625977 (9.38680108388265) | > loss_mel: 16.808284759521484 (16.37717088063558) | > loss_duration: 1.575756311416626 (1.5925970872243245) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.380855560302734 (32.49900881449381) | > grad_norm_1: tensor(1359.3959, device='cuda:0') (tensor(1148.1526, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.796 (0.8239115873972574) | > loader_time: 0.0093 (0.009824673334757486)  --> TIME: 2025-02-20 08:51:13 -- STEP: 53/924 -- GLOBAL_STEP: 106900 | > loss_disc: 2.21563458442688 (2.210905592396574) | > loss_disc_real_0: 0.12262415885925293 (0.1177257740834974) | > loss_disc_real_1: 0.18818093836307526 (0.18984879468971827) | > loss_disc_real_2: 0.2023533433675766 (0.20085065825930182) | > loss_disc_real_3: 0.23122809827327728 (0.20746004075374247) | > loss_disc_real_4: 0.2320854812860489 (0.21063624884722368) | > loss_disc_real_5: 0.2189350426197052 (0.20114914145109788) | > loss_0: 2.21563458442688 (2.210905592396574) | > grad_norm_0: tensor(42.0449, device='cuda:0') (tensor(59.1842, device='cuda:0')) | > loss_gen: 2.8250255584716797 (2.8066858615515367) | > loss_kl: 2.235759735107422 (2.1651814658686797) | > loss_feat: 8.797039985656738 (8.556768588300024) | > loss_mel: 16.026504516601562 (15.336574608424925) | > loss_duration: 1.6184468269348145 (1.615786682884648) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.502775192260742 (30.48099715754671) | > grad_norm_1: tensor(1607.9990, device='cuda:0') (tensor(1063.9503, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.8298 (0.824574146630629) | > loader_time: 0.0106 (0.011446318536434533)  --> TIME: 2025-02-20 08:51:54 -- STEP: 103/924 -- GLOBAL_STEP: 106950 | > loss_disc: 2.170988082885742 (2.205732116421449) | > loss_disc_real_0: 0.16936996579170227 (0.1148220438112333) | > loss_disc_real_1: 0.18219105899333954 (0.189121735616795) | > loss_disc_real_2: 0.19006717205047607 (0.20136001648254762) | > loss_disc_real_3: 0.2391321212053299 (0.2063063702826361) | > loss_disc_real_4: 0.1830742061138153 (0.21026394971944745) | > loss_disc_real_5: 0.26187482476234436 (0.20263214582957115) | > loss_0: 2.170988082885742 (2.205732116421449) | > grad_norm_0: tensor(180.9420, device='cuda:0') (tensor(62.2405, device='cuda:0')) | > loss_gen: 3.090000867843628 (2.82386789507079) | > loss_kl: 2.3002655506134033 (2.1668666427575265) | > loss_feat: 8.30792236328125 (8.60979829714136) | > loss_mel: 14.480231285095215 (15.30046413014236) | > loss_duration: 1.6297767162322998 (1.6139427377182303) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.808195114135742 (30.514939761856226) | > grad_norm_1: tensor(775.1594, device='cuda:0') (tensor(1077.7679, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.8349 (0.8227282033383267) | > loader_time: 0.011 (0.011512802642525978)  --> TIME: 2025-02-20 08:52:36 -- STEP: 153/924 -- GLOBAL_STEP: 107000 | > loss_disc: 2.317138671875 (2.2092381372950434) | > loss_disc_real_0: 0.24655544757843018 (0.11495758588212768) | > loss_disc_real_1: 0.1693117916584015 (0.19032447897141275) | > loss_disc_real_2: 0.20721562206745148 (0.20166838850850374) | > loss_disc_real_3: 0.17619237303733826 (0.20535689631318732) | > loss_disc_real_4: 0.19844888150691986 (0.21016527274075672) | > loss_disc_real_5: 0.20898257195949554 (0.20224557154708442) | > loss_0: 2.317138671875 (2.2092381372950434) | > grad_norm_0: tensor(177.3260, device='cuda:0') (tensor(60.0686, device='cuda:0')) | > loss_gen: 2.87178111076355 (2.822296588249456) | > loss_kl: 2.145657539367676 (2.1649782026515276) | > loss_feat: 8.521759986877441 (8.598865359437223) | > loss_mel: 15.289063453674316 (15.288615987191793) | > loss_duration: 1.5938737392425537 (1.6143079310460808) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.422136306762695 (30.489064085717295) | > grad_norm_1: tensor(1553.1836, device='cuda:0') (tensor(1034.4781, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.8503 (0.823695271622901) | > loader_time: 0.0109 (0.011393188651091133) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_107000.pth  --> TIME: 2025-02-20 08:53:21 -- STEP: 203/924 -- GLOBAL_STEP: 107050 | > loss_disc: 2.0774898529052734 (2.2104332300242526) | > loss_disc_real_0: 0.08934079855680466 (0.11378570370779836) | > loss_disc_real_1: 0.1583237648010254 (0.19044505874511644) | > loss_disc_real_2: 0.2046656757593155 (0.202719905913757) | > loss_disc_real_3: 0.20764347910881042 (0.20633744907202978) | > loss_disc_real_4: 0.17216145992279053 (0.21034642921879956) | > loss_disc_real_5: 0.2179204821586609 (0.20244240283672446) | > loss_0: 2.0774898529052734 (2.2104332300242526) | > grad_norm_0: tensor(61.2802, device='cuda:0') (tensor(59.1291, device='cuda:0')) | > loss_gen: 3.1029553413391113 (2.817736381380429) | > loss_kl: 2.066352367401123 (2.1658791462188853) | > loss_feat: 9.121613502502441 (8.579482158416587) | > loss_mel: 15.345381736755371 (15.24212833460916) | > loss_duration: 1.633759617805481 (1.612114019581837) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.270063400268555 (30.417340104803078) | > grad_norm_1: tensor(1199.8246, device='cuda:0') (tensor(1047.4150, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.8404 (0.8227304731096542) | > loader_time: 0.0117 (0.011284642618865215)  --> TIME: 2025-02-20 08:54:02 -- STEP: 253/924 -- GLOBAL_STEP: 107100 | > loss_disc: 2.206057071685791 (2.214743856856002) | > loss_disc_real_0: 0.07398312538862228 (0.1147618308781164) | > loss_disc_real_1: 0.2172209471464157 (0.1912279933573229) | > loss_disc_real_2: 0.2113867551088333 (0.20319418703378897) | > loss_disc_real_3: 0.23960702121257782 (0.2069996719657197) | > loss_disc_real_4: 0.21452152729034424 (0.21036370746467423) | > loss_disc_real_5: 0.2479531168937683 (0.2027642281041315) | > loss_0: 2.206057071685791 (2.214743856856002) | > grad_norm_0: tensor(35.6834, device='cuda:0') (tensor(62.2458, device='cuda:0')) | > loss_gen: 2.860873222351074 (2.812150895831142) | > loss_kl: 2.1145334243774414 (2.164501371119803) | > loss_feat: 9.24421215057373 (8.559798383901233) | > loss_mel: 15.971456527709961 (15.209205503049104) | > loss_duration: 1.6307226419448853 (1.612631423671255) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.821796417236328 (30.358287645422894) | > grad_norm_1: tensor(1033.2592, device='cuda:0') (tensor(1046.2726, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.8292 (0.8225363346898981) | > loader_time: 0.0111 (0.011193559103803673)  --> TIME: 2025-02-20 08:54:44 -- STEP: 303/924 -- GLOBAL_STEP: 107150 | > loss_disc: 2.1788699626922607 (2.2163383099112166) | > loss_disc_real_0: 0.10051427036523819 (0.11374666324198836) | > loss_disc_real_1: 0.1856974959373474 (0.19159290937110537) | > loss_disc_real_2: 0.1979198455810547 (0.2029812101385381) | > loss_disc_real_3: 0.2553698420524597 (0.2072735977644968) | > loss_disc_real_4: 0.2623523473739624 (0.21054612965670358) | > loss_disc_real_5: 0.17242570221424103 (0.2022833357451379) | > loss_0: 2.1788699626922607 (2.2163383099112166) | > grad_norm_0: tensor(82.0997, device='cuda:0') (tensor(62.9585, device='cuda:0')) | > loss_gen: 3.0191550254821777 (2.8114883962637514) | > loss_kl: 2.040498733520508 (2.1689221674066164) | > loss_feat: 8.920042991638184 (8.550828478910734) | > loss_mel: 15.712767601013184 (15.172972745234423) | > loss_duration: 1.5801388025283813 (1.6126397997632673) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.27260398864746 (30.31685166311736) | > grad_norm_1: tensor(924.5045, device='cuda:0') (tensor(1028.7468, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.7901 (0.8222630897370895) | > loader_time: 0.0097 (0.011241301451579177)  --> TIME: 2025-02-20 08:55:26 -- STEP: 353/924 -- GLOBAL_STEP: 107200 | > loss_disc: 2.386410713195801 (2.2184809831316668) | > loss_disc_real_0: 0.09453611820936203 (0.11384622042434074) | > loss_disc_real_1: 0.22146910429000854 (0.19165452892651968) | > loss_disc_real_2: 0.2421988993883133 (0.2032605436638462) | > loss_disc_real_3: 0.21152573823928833 (0.2074083008357554) | > loss_disc_real_4: 0.22743242979049683 (0.21106798875095487) | > loss_disc_real_5: 0.22541582584381104 (0.20275789431742164) | > loss_0: 2.386410713195801 (2.2184809831316668) | > grad_norm_0: tensor(61.9543, device='cuda:0') (tensor(63.2007, device='cuda:0')) | > loss_gen: 2.759430408477783 (2.810303277402018) | > loss_kl: 1.9187294244766235 (2.1754607262759977) | > loss_feat: 7.990536212921143 (8.547792508987115) | > loss_mel: 13.854294776916504 (15.168158658165432) | > loss_duration: 1.5671155452728271 (1.6125042921422899) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.090106964111328 (30.314219547736407) | > grad_norm_1: tensor(1219.2576, device='cuda:0') (tensor(1036.2448, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.8068 (0.8231108924822497) | > loader_time: 0.0103 (0.011203114777043588)  --> TIME: 2025-02-20 08:56:09 -- STEP: 403/924 -- GLOBAL_STEP: 107250 | > loss_disc: 2.154698371887207 (2.2208050501257817) | > loss_disc_real_0: 0.14281758666038513 (0.11447322616358253) | > loss_disc_real_1: 0.17489606142044067 (0.19186821616908745) | > loss_disc_real_2: 0.1753176748752594 (0.2034090289998587) | > loss_disc_real_3: 0.1795526146888733 (0.20750049570062326) | > loss_disc_real_4: 0.2130512297153473 (0.21133137000701563) | > loss_disc_real_5: 0.2334166318178177 (0.20293625830568687) | > loss_0: 2.154698371887207 (2.2208050501257817) | > grad_norm_0: tensor(58.7552, device='cuda:0') (tensor(63.7955, device='cuda:0')) | > loss_gen: 2.9426612854003906 (2.8051095564962902) | > loss_kl: 2.082005739212036 (2.177361496624818) | > loss_feat: 8.82918930053711 (8.536113950809824) | > loss_mel: 14.865884780883789 (15.179484315308981) | > loss_duration: 1.6172213554382324 (1.6124803889773915) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.336963653564453 (30.310549814115387) | > grad_norm_1: tensor(1102.4619, device='cuda:0') (tensor(1043.2585, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.7991 (0.8237959113961119) | > loader_time: 0.0131 (0.011148746788649641)  --> TIME: 2025-02-20 08:56:51 -- STEP: 453/924 -- GLOBAL_STEP: 107300 | > loss_disc: 2.233417510986328 (2.2214391728900096) | > loss_disc_real_0: 0.17422421276569366 (0.11398490244485684) | > loss_disc_real_1: 0.23404698073863983 (0.1918140118551043) | > loss_disc_real_2: 0.19630186259746552 (0.20369798323308133) | > loss_disc_real_3: 0.2049691528081894 (0.20736822117506543) | > loss_disc_real_4: 0.1916736662387848 (0.21158826193272673) | > loss_disc_real_5: 0.20311184227466583 (0.202746808101273) | > loss_0: 2.233417510986328 (2.2214391728900096) | > grad_norm_0: tensor(117.2368, device='cuda:0') (tensor(63.4051, device='cuda:0')) | > loss_gen: 3.0558416843414307 (2.8036856898671996) | > loss_kl: 2.1850199699401855 (2.175705718152046) | > loss_feat: 8.852972984313965 (8.533861648694296) | > loss_mel: 14.64226245880127 (15.169568078670544) | > loss_duration: 1.6192915439605713 (1.6123038125090778) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.355388641357422 (30.295125043418498) | > grad_norm_1: tensor(1497.6240, device='cuda:0') (tensor(1040.2065, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.8578 (0.8235692462121151) | > loader_time: 0.0112 (0.011110163682343945)  --> TIME: 2025-02-20 08:57:33 -- STEP: 503/924 -- GLOBAL_STEP: 107350 | > loss_disc: 2.176293134689331 (2.2206129812104067) | > loss_disc_real_0: 0.1590965837240219 (0.11436584747394558) | > loss_disc_real_1: 0.19210191071033478 (0.19180969414014223) | > loss_disc_real_2: 0.20328187942504883 (0.20368478057635708) | > loss_disc_real_3: 0.24029861390590668 (0.2072038619406892) | > loss_disc_real_4: 0.22882972657680511 (0.21124409296166588) | > loss_disc_real_5: 0.23215234279632568 (0.20260012573442213) | > loss_0: 2.176293134689331 (2.2206129812104067) | > grad_norm_0: tensor(85.2236, device='cuda:0') (tensor(64.1254, device='cuda:0')) | > loss_gen: 3.1966891288757324 (2.8065704090694776) | > loss_kl: 2.130892038345337 (2.172003048314727) | > loss_feat: 9.839319229125977 (8.541542260831672) | > loss_mel: 15.852277755737305 (15.172861546692744) | > loss_duration: 1.6261656284332275 (1.6125365938865404) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.64534378051758 (30.30551396591763) | > grad_norm_1: tensor(547.0164, device='cuda:0') (tensor(1037.9779, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.84 (0.8239368705104881) | > loader_time: 0.0112 (0.011096427739259026)  --> TIME: 2025-02-20 08:58:15 -- STEP: 553/924 -- GLOBAL_STEP: 107400 | > loss_disc: 1.9747360944747925 (2.2197515572173665) | > loss_disc_real_0: 0.04960377514362335 (0.11388253453600258) | > loss_disc_real_1: 0.20739081501960754 (0.1916756739614238) | > loss_disc_real_2: 0.17441415786743164 (0.20363115439794377) | > loss_disc_real_3: 0.17863592505455017 (0.20703891706509803) | > loss_disc_real_4: 0.20467203855514526 (0.21114505948684095) | > loss_disc_real_5: 0.19542449712753296 (0.20299183753795694) | > loss_0: 1.9747360944747925 (2.2197515572173665) | > grad_norm_0: tensor(33.1503, device='cuda:0') (tensor(63.2725, device='cuda:0')) | > loss_gen: 3.085637092590332 (2.805434186462898) | > loss_kl: 2.2923648357391357 (2.1727839231922235) | > loss_feat: 9.535335540771484 (8.539847030777608) | > loss_mel: 15.43531322479248 (15.161160329366897) | > loss_duration: 1.590303897857666 (1.6128998466684852) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.938955307006836 (30.292125408731362) | > grad_norm_1: tensor(1136.0022, device='cuda:0') (tensor(1037.4194, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.821 (0.8238813553753209) | > loader_time: 0.0108 (0.011094319669506218)  --> TIME: 2025-02-20 08:58:57 -- STEP: 603/924 -- GLOBAL_STEP: 107450 | > loss_disc: 2.1952733993530273 (2.2201413463794943) | > loss_disc_real_0: 0.0449940450489521 (0.11327500230513803) | > loss_disc_real_1: 0.1934645026922226 (0.19203994258818147) | > loss_disc_real_2: 0.18729883432388306 (0.20364000535821827) | > loss_disc_real_3: 0.2152743935585022 (0.20708206884105818) | > loss_disc_real_4: 0.2342260479927063 (0.2112237649968213) | > loss_disc_real_5: 0.20276999473571777 (0.2030238739985534) | > loss_0: 2.1952733993530273 (2.2201413463794943) | > grad_norm_0: tensor(50.4222, device='cuda:0') (tensor(63.6365, device='cuda:0')) | > loss_gen: 2.9900288581848145 (2.8097696656216047) | > loss_kl: 2.3266563415527344 (2.1748316291948266) | > loss_feat: 9.31253433227539 (8.552272631358939) | > loss_mel: 16.156824111938477 (15.165561644394405) | > loss_duration: 1.569612979888916 (1.6126427517996893) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.355655670166016 (30.31507840638928) | > grad_norm_1: tensor(1993.5356, device='cuda:0') (tensor(1025.2510, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.7976 (0.8238506186660843) | > loader_time: 0.0107 (0.011115150467475653)  --> TIME: 2025-02-20 08:59:39 -- STEP: 653/924 -- GLOBAL_STEP: 107500 | > loss_disc: 2.3696017265319824 (2.221592198834847) | > loss_disc_real_0: 0.29232171177864075 (0.11416427785984229) | > loss_disc_real_1: 0.19475899636745453 (0.1919480380110135) | > loss_disc_real_2: 0.20739924907684326 (0.20337614969309037) | > loss_disc_real_3: 0.2232501208782196 (0.20703711558082027) | > loss_disc_real_4: 0.1679166704416275 (0.2112937430190822) | > loss_disc_real_5: 0.18466050922870636 (0.2032627597063278) | > loss_0: 2.3696017265319824 (2.221592198834847) | > grad_norm_0: tensor(147.3935, device='cuda:0') (tensor(63.1159, device='cuda:0')) | > loss_gen: 2.7313783168792725 (2.8058864252490627) | > loss_kl: 1.9184467792510986 (2.1758797643378185) | > loss_feat: 7.251212120056152 (8.551340655199782) | > loss_mel: 14.05850601196289 (15.17143732044635) | > loss_duration: 1.6253161430358887 (1.6120013882153614) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.58485984802246 (30.316545632495266) | > grad_norm_1: tensor(1092.0325, device='cuda:0') (tensor(1029.5040, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.8201 (0.8240920456773837) | > loader_time: 0.0106 (0.011156857652649583)  --> TIME: 2025-02-20 09:00:21 -- STEP: 703/924 -- GLOBAL_STEP: 107550 | > loss_disc: 2.2838902473449707 (2.223619938575015) | > loss_disc_real_0: 0.09545419365167618 (0.11501220668829017) | > loss_disc_real_1: 0.2006298303604126 (0.19201159356413666) | > loss_disc_real_2: 0.22155150771141052 (0.20339745836356288) | > loss_disc_real_3: 0.1937509924173355 (0.2069482402730294) | > loss_disc_real_4: 0.22909295558929443 (0.2114485655493961) | > loss_disc_real_5: 0.17515800893306732 (0.20334728051554596) | > loss_0: 2.2838902473449707 (2.223619938575015) | > grad_norm_0: tensor(13.1298, device='cuda:0') (tensor(62.2756, device='cuda:0')) | > loss_gen: 2.7076125144958496 (2.801777340100807) | > loss_kl: 2.353106737136841 (2.180164949314016) | > loss_feat: 9.028274536132812 (8.543649421816701) | > loss_mel: 16.43507957458496 (15.181860921053936) | > loss_duration: 1.6165485382080078 (1.612073974114224) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.140621185302734 (30.319526661510658) | > grad_norm_1: tensor(1332.9065, device='cuda:0') (tensor(1025.6903, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.8194 (0.8242651456450331) | > loader_time: 0.0107 (0.011159881249939232)  --> TIME: 2025-02-20 09:01:04 -- STEP: 753/924 -- GLOBAL_STEP: 107600 | > loss_disc: 2.267585515975952 (2.2252264201720213) | > loss_disc_real_0: 0.09969417005777359 (0.11606061459082377) | > loss_disc_real_1: 0.2022339105606079 (0.19206361171812972) | > loss_disc_real_2: 0.21945397555828094 (0.20333124083747586) | > loss_disc_real_3: 0.20105938613414764 (0.20685101984189966) | > loss_disc_real_4: 0.21124164760112762 (0.2115083625156725) | > loss_disc_real_5: 0.21631407737731934 (0.20321407815216389) | > loss_0: 2.267585515975952 (2.2252264201720213) | > grad_norm_0: tensor(49.9473, device='cuda:0') (tensor(62.9622, device='cuda:0')) | > loss_gen: 2.784322500228882 (2.804016939672342) | > loss_kl: 2.267448902130127 (2.1828171399485083) | > loss_feat: 8.469834327697754 (8.552403114389769) | > loss_mel: 15.775712966918945 (15.214083539853853) | > loss_duration: 1.6235010623931885 (1.6121604512253922) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.920820236206055 (30.365481220868478) | > grad_norm_1: tensor(1201.9310, device='cuda:0') (tensor(1019.0375, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.7958 (0.825211404645902) | > loader_time: 0.0101 (0.011179445274322639)  --> TIME: 2025-02-20 09:01:46 -- STEP: 803/924 -- GLOBAL_STEP: 107650 | > loss_disc: 2.375966787338257 (2.227128670046365) | > loss_disc_real_0: 0.12359173595905304 (0.11642514024472626) | > loss_disc_real_1: 0.20741939544677734 (0.19236279652914404) | > loss_disc_real_2: 0.2118583768606186 (0.20340955355767146) | > loss_disc_real_3: 0.2131204903125763 (0.20699141075275612) | > loss_disc_real_4: 0.19047985970973969 (0.21161683505009007) | > loss_disc_real_5: 0.23588667809963226 (0.2032082248780677) | > loss_0: 2.375966787338257 (2.227128670046365) | > grad_norm_0: tensor(55.5463, device='cuda:0') (tensor(63.1439, device='cuda:0')) | > loss_gen: 2.672825574874878 (2.802138505510495) | > loss_kl: 2.2413649559020996 (2.181799681516247) | > loss_feat: 7.7816548347473145 (8.537467626379263) | > loss_mel: 15.90467357635498 (15.20652977882851) | > loss_duration: 1.638235330581665 (1.6123093381468416) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.238752365112305 (30.340244963041428) | > grad_norm_1: tensor(782.8730, device='cuda:0') (tensor(1027.5930, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.8317 (0.825271158408406) | > loader_time: 0.0164 (0.011186181682429908)  --> TIME: 2025-02-20 09:02:27 -- STEP: 853/924 -- GLOBAL_STEP: 107700 | > loss_disc: 2.3006467819213867 (2.229534768974373) | > loss_disc_real_0: 0.11029674857854843 (0.11711944082417776) | > loss_disc_real_1: 0.21276788413524628 (0.1925095818840745) | > loss_disc_real_2: 0.20227479934692383 (0.20363612527165295) | > loss_disc_real_3: 0.21236063539981842 (0.207104613080813) | > loss_disc_real_4: 0.227021723985672 (0.21166686925071912) | > loss_disc_real_5: 0.17772312462329865 (0.2031259886999063) | > loss_0: 2.3006467819213867 (2.229534768974373) | > grad_norm_0: tensor(58.2566, device='cuda:0') (tensor(63.4712, device='cuda:0')) | > loss_gen: 2.546426296234131 (2.798697229286991) | > loss_kl: 2.281890630722046 (2.183398473025207) | > loss_feat: 7.3118791580200195 (8.52866097044415) | > loss_mel: 14.677629470825195 (15.210653966923813) | > loss_duration: 1.6401963233947754 (1.6122408593805007) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.458023071289062 (30.33365153260136) | > grad_norm_1: tensor(1132.0886, device='cuda:0') (tensor(1023.2929, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.8366 (0.8249979653643555) | > loader_time: 0.0135 (0.011177289108598365)  --> TIME: 2025-02-20 09:03:09 -- STEP: 903/924 -- GLOBAL_STEP: 107750 | > loss_disc: 2.113774538040161 (2.2315414990829576) | > loss_disc_real_0: 0.10924573987722397 (0.11825865215043296) | > loss_disc_real_1: 0.23997732996940613 (0.19249725191630138) | > loss_disc_real_2: 0.21220164000988007 (0.20364212410592558) | > loss_disc_real_3: 0.21271327137947083 (0.20724935245474319) | > loss_disc_real_4: 0.23350822925567627 (0.21168807488871313) | > loss_disc_real_5: 0.2214900255203247 (0.20322373266830002) | > loss_0: 2.113774538040161 (2.2315414990829576) | > grad_norm_0: tensor(23.7810, device='cuda:0') (tensor(64.0554, device='cuda:0')) | > loss_gen: 3.079793691635132 (2.798010767760336) | > loss_kl: 2.3291592597961426 (2.183756409953468) | > loss_feat: 8.641559600830078 (8.52414017367866) | > loss_mel: 15.765650749206543 (15.216360396324996) | > loss_duration: 1.5992238521575928 (1.61222016507737) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.415388107299805 (30.334487940385888) | > grad_norm_1: tensor(587.2178, device='cuda:0') (tensor(1032.1449, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.8437 (0.824412520145657) | > loader_time: 0.0139 (0.011187285943944858)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.323655366897583 (2.323655366897583) | > loss_disc_real_0: 0.18478472530841827 (0.18478472530841827) | > loss_disc_real_1: 0.2310120165348053 (0.2310120165348053) | > loss_disc_real_2: 0.23373812437057495 (0.23373812437057495) | > loss_disc_real_3: 0.19503116607666016 (0.19503116607666016) | > loss_disc_real_4: 0.22422412037849426 (0.22422412037849426) | > loss_disc_real_5: 0.24039332568645477 (0.24039332568645477) | > loss_0: 2.323655366897583 (2.323655366897583) | > loss_gen: 2.761136293411255 (2.761136293411255) | > loss_kl: 2.1853506565093994 (2.1853506565093994) | > loss_feat: 7.4355034828186035 (7.4355034828186035) | > loss_mel: 14.471346855163574 (14.471346855163574) | > loss_duration: 1.675896406173706 (1.675896406173706) | > loss_1: 28.529233932495117 (28.529233932495117)  --> STEP: 1 | > loss_disc: 2.369765520095825 (2.369765520095825) | > loss_disc_real_0: 0.1824386566877365 (0.1824386566877365) | > loss_disc_real_1: 0.21582920849323273 (0.21582920849323273) | > loss_disc_real_2: 0.22490616142749786 (0.22490616142749786) | > loss_disc_real_3: 0.22239185869693756 (0.22239185869693756) | > loss_disc_real_4: 0.20441488921642303 (0.20441488921642303) | > loss_disc_real_5: 0.2562815546989441 (0.2562815546989441) | > loss_0: 2.369765520095825 (2.369765520095825) | > loss_gen: 2.6589088439941406 (2.6589088439941406) | > loss_kl: 2.2593979835510254 (2.2593979835510254) | > loss_feat: 7.135018348693848 (7.135018348693848) | > loss_mel: 13.202723503112793 (13.202723503112793) | > loss_duration: 1.6811927556991577 (1.6811927556991577) | > loss_1: 26.93724250793457 (26.93724250793457)  --> STEP: 2 | > loss_disc: 2.3019869327545166 (2.335876226425171) | > loss_disc_real_0: 0.16292840242385864 (0.17268352955579758) | > loss_disc_real_1: 0.20795035362243652 (0.21188978105783463) | > loss_disc_real_2: 0.22522926330566406 (0.22506771236658096) | > loss_disc_real_3: 0.20374806225299835 (0.21306996047496796) | > loss_disc_real_4: 0.1977086216211319 (0.20106175541877747) | > loss_disc_real_5: 0.27527347207069397 (0.26577751338481903) | > loss_0: 2.3019869327545166 (2.335876226425171) | > loss_gen: 2.8633058071136475 (2.761107325553894) | > loss_kl: 2.075195789337158 (2.167296886444092) | > loss_feat: 8.267804145812988 (7.701411247253418) | > loss_mel: 15.571440696716309 (14.38708209991455) | > loss_duration: 1.5764223337173462 (1.628807544708252) | > loss_1: 30.354167938232422 (28.645705223083496)  --> STEP: 3 | > loss_disc: 2.3938236236572266 (2.355192025502523) | > loss_disc_real_0: 0.18202947080135345 (0.1757988433043162) | > loss_disc_real_1: 0.23028506338596344 (0.21802154183387756) | > loss_disc_real_2: 0.2253800928592682 (0.22517183919747671) | > loss_disc_real_3: 0.2094445675611496 (0.21186149617036185) | > loss_disc_real_4: 0.22248095273971558 (0.20820148785909018) | > loss_disc_real_5: 0.26049497723579407 (0.26401666800181073) | > loss_0: 2.3938236236572266 (2.355192025502523) | > loss_gen: 2.660193920135498 (2.727469523747762) | > loss_kl: 2.1289618015289307 (2.1545185248057046) | > loss_feat: 6.837721824645996 (7.413514773050944) | > loss_mel: 13.064506530761719 (13.946223576863607) | > loss_duration: 1.6497342586517334 (1.6357831160227458) | > loss_1: 26.34111785888672 (27.877509435017902)  --> STEP: 4 | > loss_disc: 2.4444899559020996 (2.377516508102417) | > loss_disc_real_0: 0.18063731491565704 (0.1770084612071514) | > loss_disc_real_1: 0.22350500524044037 (0.21939240768551826) | > loss_disc_real_2: 0.2428172081708908 (0.22958318144083023) | > loss_disc_real_3: 0.2064925879240036 (0.21051926910877228) | > loss_disc_real_4: 0.22235865890979767 (0.21174078062176704) | > loss_disc_real_5: 0.2486521154642105 (0.26017552986741066) | > loss_0: 2.4444899559020996 (2.377516508102417) | > loss_gen: 2.598996639251709 (2.695351302623749) | > loss_kl: 2.0166566371917725 (2.1200530529022217) | > loss_feat: 7.05871057510376 (7.324813723564148) | > loss_mel: 13.306978225708008 (13.786412239074707) | > loss_duration: 1.749450922012329 (1.6642000675201416) | > loss_1: 26.730792999267578 (27.590830326080322)  --> STEP: 5 | > loss_disc: 2.2663955688476562 (2.355292320251465) | > loss_disc_real_0: 0.22542741894721985 (0.1866922527551651) | > loss_disc_real_1: 0.23198139667510986 (0.2219102054834366) | > loss_disc_real_2: 0.2146466225385666 (0.2265958696603775) | > loss_disc_real_3: 0.20748549699783325 (0.20991251468658448) | > loss_disc_real_4: 0.2508399784564972 (0.21956062018871308) | > loss_disc_real_5: 0.26734137535095215 (0.261608698964119) | > loss_0: 2.2663955688476562 (2.355292320251465) | > loss_gen: 3.2155838012695312 (2.7993978023529054) | > loss_kl: 2.513861894607544 (2.1988148212432863) | > loss_feat: 9.254707336425781 (7.710792446136475) | > loss_mel: 15.987547874450684 (14.226639366149902) | > loss_duration: 1.541558027267456 (1.6396716594696046) | > loss_1: 32.51325988769531 (28.57531623840332) --> EVAL PERFORMANCE | > avg_loader_time: 0.15596861839294435 (-0.003443861007690424) | > avg_loss_disc: 2.355292320251465 (+0.05695967674255353) | > avg_loss_disc_real_0: 0.1866922527551651 (+0.03274176865816117) | > avg_loss_disc_real_1: 0.2219102054834366 (+0.024886047840118414) | > avg_loss_disc_real_2: 0.2265958696603775 (+0.023491701483726507) | > avg_loss_disc_real_3: 0.20991251468658448 (-0.0072523325681686235) | > avg_loss_disc_real_4: 0.21956062018871308 (+0.01174324154853823) | > avg_loss_disc_real_5: 0.261608698964119 (+0.02650483548641208) | > avg_loss_0: 2.355292320251465 (+0.05695967674255353) | > avg_loss_gen: 2.7993978023529054 (+0.22302484512329102) | > avg_loss_kl: 2.1988148212432863 (+0.1644432544708252) | > avg_loss_feat: 7.710792446136475 (+0.259525871276856) | > avg_loss_mel: 14.226639366149902 (+0.7833765029907216) | > avg_loss_duration: 1.6396716594696046 (+0.0066734790802003285) | > avg_loss_1: 28.57531623840332 (+1.4370441436767578)  > EPOCH: 67/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 09:03:34)   --> TIME: 2025-02-20 09:04:01 -- STEP: 29/924 -- GLOBAL_STEP: 107800 | > loss_disc: 2.315408706665039 (2.2727048725917425) | > loss_disc_real_0: 0.11428859829902649 (0.12826929806635298) | > loss_disc_real_1: 0.15803951025009155 (0.1938004539958362) | > loss_disc_real_2: 0.2199758142232895 (0.20531675784752287) | > loss_disc_real_3: 0.20253898203372955 (0.21042508657636314) | > loss_disc_real_4: 0.2066064476966858 (0.21404051832083998) | > loss_disc_real_5: 0.21530817449092865 (0.20544450601627087) | > loss_0: 2.315408706665039 (2.2727048725917425) | > grad_norm_0: tensor(19.5825, device='cuda:0') (tensor(39.1484, device='cuda:0')) | > loss_gen: 2.551156997680664 (2.6487479209899902) | > loss_kl: 2.4834671020507812 (2.219275560872308) | > loss_feat: 8.653987884521484 (8.236625802928003) | > loss_mel: 16.15392303466797 (15.130387273328058) | > loss_duration: 1.6085219383239746 (1.6103326287762871) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.45105743408203 (29.8453694047599) | > grad_norm_1: tensor(407.3681, device='cuda:0') (tensor(990.5572, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.826 (0.820462152875703) | > loader_time: 0.0138 (0.011617159021311793)  --> TIME: 2025-02-20 09:04:43 -- STEP: 79/924 -- GLOBAL_STEP: 107850 | > loss_disc: 2.383183717727661 (2.2491671148734755) | > loss_disc_real_0: 0.059268366545438766 (0.12188995299460012) | > loss_disc_real_1: 0.21488235890865326 (0.1940171950602833) | > loss_disc_real_2: 0.18141338229179382 (0.20463184238989138) | > loss_disc_real_3: 0.2142539620399475 (0.2074243281083771) | > loss_disc_real_4: 0.19382134079933167 (0.2116442328389687) | > loss_disc_real_5: 0.21262387931346893 (0.20344705200648006) | > loss_0: 2.383183717727661 (2.2491671148734755) | > grad_norm_0: tensor(50.5607, device='cuda:0') (tensor(49.8652, device='cuda:0')) | > loss_gen: 2.6335813999176025 (2.7492114743099942) | > loss_kl: 2.2649447917938232 (2.2060027273395395) | > loss_feat: 8.791385650634766 (8.39851535724688) | > loss_mel: 15.993804931640625 (15.201679809184014) | > loss_duration: 1.5575647354125977 (1.6125395524350905) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.241283416748047 (30.167948952204064) | > grad_norm_1: tensor(1267.5902, device='cuda:0') (tensor(991.3969, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.7937 (0.831256778934334) | > loader_time: 0.0135 (0.011612128607834438)  --> TIME: 2025-02-20 09:05:25 -- STEP: 129/924 -- GLOBAL_STEP: 107900 | > loss_disc: 2.200227737426758 (2.2444243560465744) | > loss_disc_real_0: 0.0778924897313118 (0.12129375078650408) | > loss_disc_real_1: 0.1720404028892517 (0.19281474425811176) | > loss_disc_real_2: 0.20474107563495636 (0.20414960626945935) | > loss_disc_real_3: 0.19677841663360596 (0.20708868935588717) | > loss_disc_real_4: 0.23161184787750244 (0.21291174017643744) | > loss_disc_real_5: 0.18963734805583954 (0.2020706559798514) | > loss_0: 2.200227737426758 (2.2444243560465744) | > grad_norm_0: tensor(36.7055, device='cuda:0') (tensor(52.8586, device='cuda:0')) | > loss_gen: 2.6927809715270996 (2.7565311165743096) | > loss_kl: 1.9601951837539673 (2.194004568018654) | > loss_feat: 9.009515762329102 (8.427959815476292) | > loss_mel: 16.24878692626953 (15.198903682620026) | > loss_duration: 1.6514818668365479 (1.6132408112518548) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.562761306762695 (30.190639998561654) | > grad_norm_1: tensor(615.9215, device='cuda:0') (tensor(980.2072, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.8105 (0.8255372435547585) | > loader_time: 0.0139 (0.011670175448868624)  --> TIME: 2025-02-20 09:06:07 -- STEP: 179/924 -- GLOBAL_STEP: 107950 | > loss_disc: 2.0058209896087646 (2.2416145295404184) | > loss_disc_real_0: 0.06027299165725708 (0.12218349004507731) | > loss_disc_real_1: 0.14552465081214905 (0.19210641419088376) | > loss_disc_real_2: 0.18194898962974548 (0.20327551904337357) | > loss_disc_real_3: 0.2026321142911911 (0.2072411445099548) | > loss_disc_real_4: 0.21563300490379333 (0.2123655851659828) | > loss_disc_real_5: 0.1899886131286621 (0.20318616227397707) | > loss_0: 2.0058209896087646 (2.2416145295404184) | > grad_norm_0: tensor(24.0234, device='cuda:0') (tensor(53.0126, device='cuda:0')) | > loss_gen: 3.0681557655334473 (2.7633533184754784) | > loss_kl: 2.2315797805786133 (2.200554650589074) | > loss_feat: 9.583273887634277 (8.458174737472106) | > loss_mel: 16.130456924438477 (15.21711327110589) | > loss_duration: 1.5709900856018066 (1.611967238633992) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.58445739746094 (30.25116333348791) | > grad_norm_1: tensor(877.3133, device='cuda:0') (tensor(986.4409, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.8243 (0.8262294644084058) | > loader_time: 0.0103 (0.011488593490430092)  --> TIME: 2025-02-20 09:06:49 -- STEP: 229/924 -- GLOBAL_STEP: 108000 | > loss_disc: 2.2106916904449463 (2.241224355572697) | > loss_disc_real_0: 0.06644101440906525 (0.1219461254092283) | > loss_disc_real_1: 0.16484181582927704 (0.19225451493367357) | > loss_disc_real_2: 0.1654222160577774 (0.20347483020161952) | > loss_disc_real_3: 0.2642013728618622 (0.2074359285128689) | > loss_disc_real_4: 0.2033829241991043 (0.21214587973455154) | > loss_disc_real_5: 0.24121926724910736 (0.203454269657489) | > loss_0: 2.2106916904449463 (2.241224355572697) | > grad_norm_0: tensor(42.3372, device='cuda:0') (tensor(56.2831, device='cuda:0')) | > loss_gen: 2.823312997817993 (2.773512292637055) | > loss_kl: 2.1083335876464844 (2.1958503384777543) | > loss_feat: 8.940457344055176 (8.490080260814015) | > loss_mel: 15.72478199005127 (15.247068205254568) | > loss_duration: 1.635148525238037 (1.6127383131127169) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.23203468322754 (30.319249490463058) | > grad_norm_1: tensor(1374.1608, device='cuda:0') (tensor(980.7750, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.7813 (0.8267600984031979) | > loader_time: 0.0099 (0.011514717835005711) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_108000.pth  --> TIME: 2025-02-20 09:07:34 -- STEP: 279/924 -- GLOBAL_STEP: 108050 | > loss_disc: 2.1821300983428955 (2.2444160198225345) | > loss_disc_real_0: 0.057223428040742874 (0.12406564401095486) | > loss_disc_real_1: 0.1751335710287094 (0.19262731208809816) | > loss_disc_real_2: 0.1975298374891281 (0.2033592138880042) | > loss_disc_real_3: 0.19824069738388062 (0.2068590023504791) | > loss_disc_real_4: 0.2016773670911789 (0.2124124332781761) | > loss_disc_real_5: 0.1949198693037033 (0.2033115622711011) | > loss_0: 2.1821300983428955 (2.2444160198225345) | > grad_norm_0: tensor(71.3783, device='cuda:0') (tensor(59.8937, device='cuda:0')) | > loss_gen: 2.8423917293548584 (2.775478958656284) | > loss_kl: 2.090717077255249 (2.1886148589486276) | > loss_feat: 9.18457317352295 (8.496551224835025) | > loss_mel: 14.771352767944336 (15.233091839752744) | > loss_duration: 1.6212722063064575 (1.6142548570496207) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.51030731201172 (30.307991820851534) | > grad_norm_1: tensor(995.1053, device='cuda:0') (tensor(999.7535, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.824 (0.8260936463605546) | > loader_time: 0.0104 (0.01148132525891813)  --> TIME: 2025-02-20 09:08:16 -- STEP: 329/924 -- GLOBAL_STEP: 108100 | > loss_disc: 2.2886219024658203 (2.2476078811749867) | > loss_disc_real_0: 0.09724533557891846 (0.12492596402220811) | > loss_disc_real_1: 0.17402073740959167 (0.19256445095169514) | > loss_disc_real_2: 0.23611639440059662 (0.20350839433155515) | > loss_disc_real_3: 0.20583443343639374 (0.20730336037631464) | > loss_disc_real_4: 0.20399291813373566 (0.21277345947943926) | > loss_disc_real_5: 0.22085325419902802 (0.20360430712757874) | > loss_0: 2.2886219024658203 (2.2476078811749867) | > grad_norm_0: tensor(73.5694, device='cuda:0') (tensor(58.3335, device='cuda:0')) | > loss_gen: 2.7883379459381104 (2.7680118772396556) | > loss_kl: 2.2050185203552246 (2.1863354122022716) | > loss_feat: 8.748631477355957 (8.484267327560842) | > loss_mel: 15.108232498168945 (15.214678500561003) | > loss_duration: 1.6102147102355957 (1.6133551938193178) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.460433959960938 (30.266648365009157) | > grad_norm_1: tensor(1354.0856, device='cuda:0') (tensor(990.9950, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.8223 (0.8277865796828339) | > loader_time: 0.013 (0.011529768853926724)  --> TIME: 2025-02-20 09:08:59 -- STEP: 379/924 -- GLOBAL_STEP: 108150 | > loss_disc: 2.167268991470337 (2.242464628571887) | > loss_disc_real_0: 0.15398965775966644 (0.12240073972413597) | > loss_disc_real_1: 0.20593777298927307 (0.19281609265974145) | > loss_disc_real_2: 0.18827706575393677 (0.20352184843262133) | > loss_disc_real_3: 0.2173032909631729 (0.20732273263635617) | > loss_disc_real_4: 0.20077180862426758 (0.21229453825227193) | > loss_disc_real_5: 0.20693852007389069 (0.20284274900651553) | > loss_0: 2.167268991470337 (2.242464628571887) | > grad_norm_0: tensor(76.4115, device='cuda:0') (tensor(58.3421, device='cuda:0')) | > loss_gen: 3.0367860794067383 (2.77481828264322) | > loss_kl: 2.1838455200195312 (2.1869959032315354) | > loss_feat: 8.963934898376465 (8.490555546843595) | > loss_mel: 15.66128921508789 (15.180229410961624) | > loss_duration: 1.6615922451019287 (1.6135478856381131) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.507448196411133 (30.24614708530557) | > grad_norm_1: tensor(737.1509, device='cuda:0') (tensor(994.3494, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.8457 (0.8275857613394944) | > loader_time: 0.0135 (0.011560109800273315)  --> TIME: 2025-02-20 09:09:41 -- STEP: 429/924 -- GLOBAL_STEP: 108200 | > loss_disc: 2.1852269172668457 (2.2389807345428125) | > loss_disc_real_0: 0.12801101803779602 (0.12028378758813951) | > loss_disc_real_1: 0.19555525481700897 (0.19277841356389733) | > loss_disc_real_2: 0.21423663198947906 (0.20346350262770835) | > loss_disc_real_3: 0.20350554585456848 (0.20734388719905514) | > loss_disc_real_4: 0.20967057347297668 (0.21217328956077153) | > loss_disc_real_5: 0.18580903112888336 (0.20270700745788217) | > loss_0: 2.1852269172668457 (2.2389807345428125) | > grad_norm_0: tensor(99.4623, device='cuda:0') (tensor(58.9916, device='cuda:0')) | > loss_gen: 2.913177967071533 (2.781245742366586) | > loss_kl: 2.1351728439331055 (2.182714803513391) | > loss_feat: 8.961198806762695 (8.512591752139002) | > loss_mel: 15.598335266113281 (15.185437478107728) | > loss_duration: 1.6139822006225586 (1.6136882057834612) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.221866607666016 (30.275678029982917) | > grad_norm_1: tensor(1001.7889, device='cuda:0') (tensor(1005.7939, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.8347 (0.8277656220611712) | > loader_time: 0.0114 (0.011624521864599831)  --> TIME: 2025-02-20 09:10:23 -- STEP: 479/924 -- GLOBAL_STEP: 108250 | > loss_disc: 2.1968843936920166 (2.2339799409121714) | > loss_disc_real_0: 0.05451589822769165 (0.11857678372576241) | > loss_disc_real_1: 0.18039853870868683 (0.19245925813228953) | > loss_disc_real_2: 0.19847415387630463 (0.20350603572635406) | > loss_disc_real_3: 0.226149320602417 (0.20739309464839908) | > loss_disc_real_4: 0.2100616842508316 (0.21213752774828912) | > loss_disc_real_5: 0.1771068423986435 (0.20255896760178016) | > loss_0: 2.1968843936920166 (2.2339799409121714) | > grad_norm_0: tensor(48.5802, device='cuda:0') (tensor(59.4531, device='cuda:0')) | > loss_gen: 2.6581008434295654 (2.788822029229246) | > loss_kl: 2.157193899154663 (2.1827585318889895) | > loss_feat: 8.979864120483398 (8.53062234094099) | > loss_mel: 15.394396781921387 (15.181993442686714) | > loss_duration: 1.598330020904541 (1.6137543705161772) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.787885665893555 (30.29795073666503) | > grad_norm_1: tensor(1295.6144, device='cuda:0') (tensor(1000.0035, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.8606 (0.8281939636939252) | > loader_time: 0.0145 (0.011613123601065294)  --> TIME: 2025-02-20 09:11:05 -- STEP: 529/924 -- GLOBAL_STEP: 108300 | > loss_disc: 2.0162479877471924 (2.2317363219811024) | > loss_disc_real_0: 0.08462557941675186 (0.11743900608024886) | > loss_disc_real_1: 0.20385333895683289 (0.19227591235831468) | > loss_disc_real_2: 0.18201874196529388 (0.20346523784734796) | > loss_disc_real_3: 0.18900831043720245 (0.20731474873248937) | > loss_disc_real_4: 0.18759208917617798 (0.21188948842888747) | > loss_disc_real_5: 0.17764481902122498 (0.20245718767264398) | > loss_0: 2.0162479877471924 (2.2317363219811024) | > grad_norm_0: tensor(33.0286, device='cuda:0') (tensor(59.9097, device='cuda:0')) | > loss_gen: 3.11604905128479 (2.791943593376751) | > loss_kl: 2.200065851211548 (2.182279368880115) | > loss_feat: 9.839462280273438 (8.535931423165632) | > loss_mel: 15.898191452026367 (15.190883988018072) | > loss_duration: 1.607653021812439 (1.6138761023267225) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.66142272949219 (30.31491451227372) | > grad_norm_1: tensor(806.1140, device='cuda:0') (tensor(1004.1406, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.7995 (0.8276537582419092) | > loader_time: 0.0107 (0.011549014450246305)  --> TIME: 2025-02-20 09:11:47 -- STEP: 579/924 -- GLOBAL_STEP: 108350 | > loss_disc: 2.176994562149048 (2.2312756185910456) | > loss_disc_real_0: 0.12316388636827469 (0.1173579134561752) | > loss_disc_real_1: 0.17773962020874023 (0.1923775680890766) | > loss_disc_real_2: 0.17127396166324615 (0.20352609018072973) | > loss_disc_real_3: 0.21854011714458466 (0.20704466549740766) | > loss_disc_real_4: 0.21122339367866516 (0.21175781623275378) | > loss_disc_real_5: 0.1916402280330658 (0.20240220383761884) | > loss_0: 2.176994562149048 (2.2312756185910456) | > grad_norm_0: tensor(36.5289, device='cuda:0') (tensor(59.6787, device='cuda:0')) | > loss_gen: 2.8035082817077637 (2.7927317483437477) | > loss_kl: 2.1395044326782227 (2.1795066415954762) | > loss_feat: 9.318231582641602 (8.520518182678758) | > loss_mel: 16.954530715942383 (15.169166055985682) | > loss_duration: 1.6235473155975342 (1.6136610709735557) | > amp_scaler: 128.0 (128.2210708117444) | > loss_1: 32.83932113647461 (30.27558371193051) | > grad_norm_1: tensor(1147.5985, device='cuda:0') (tensor(992.8864, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.8318 (0.8275855468756586) | > loader_time: 0.0111 (0.01154391959129426)  --> TIME: 2025-02-20 09:12:30 -- STEP: 629/924 -- GLOBAL_STEP: 108400 | > loss_disc: 2.0868256092071533 (2.228857587744588) | > loss_disc_real_0: 0.0452270433306694 (0.11664977027118112) | > loss_disc_real_1: 0.18001788854599 (0.19219959582926166) | > loss_disc_real_2: 0.18633179366588593 (0.20334835452381483) | > loss_disc_real_3: 0.18247736990451813 (0.20695013340876478) | > loss_disc_real_4: 0.18553824722766876 (0.21194061966219085) | > loss_disc_real_5: 0.1614162027835846 (0.20235514991423675) | > loss_0: 2.0868256092071533 (2.228857587744588) | > grad_norm_0: tensor(72.9903, device='cuda:0') (tensor(59.4040, device='cuda:0')) | > loss_gen: 2.863914966583252 (2.7950821066888207) | > loss_kl: 2.204012393951416 (2.1769692763236086) | > loss_feat: 9.697383880615234 (8.5359053028028) | > loss_mel: 16.384374618530273 (15.17930369384717) | > loss_duration: 1.576948881149292 (1.6132491209169635) | > amp_scaler: 128.0 (128.20349761526236) | > loss_1: 32.72663497924805 (30.300509518015367) | > grad_norm_1: tensor(1303.4323, device='cuda:0') (tensor(1001.6664, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.8424 (0.8281549622788903) | > loader_time: 0.0118 (0.011556070825064317)  --> TIME: 2025-02-20 09:13:12 -- STEP: 679/924 -- GLOBAL_STEP: 108450 | > loss_disc: 2.29703950881958 (2.2308429316322638) | > loss_disc_real_0: 0.19296124577522278 (0.11726842139777624) | > loss_disc_real_1: 0.17504622042179108 (0.19235299720767662) | > loss_disc_real_2: 0.20151817798614502 (0.20330174142201266) | > loss_disc_real_3: 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loss_disc: 2.194239854812622 (2.2285590235588493) | > loss_disc_real_0: 0.12930667400360107 (0.11594746639985279) | > loss_disc_real_1: 0.192397341132164 (0.19232470220253783) | > loss_disc_real_2: 0.23836387693881989 (0.20333766669484643) | > loss_disc_real_3: 0.21438442170619965 (0.20688340632022653) | > loss_disc_real_4: 0.22285018861293793 (0.21204898202860797) | > loss_disc_real_5: 0.22370369732379913 (0.20251358203354858) | > loss_0: 2.194239854812622 (2.2285590235588493) | > grad_norm_0: tensor(82.1082, device='cuda:0') (tensor(59.8554, device='cuda:0')) | > loss_gen: 2.9680142402648926 (2.7937680317704734) | > loss_kl: 2.3309566974639893 (2.174807066780061) | > loss_feat: 9.211737632751465 (8.52965034149965) | > loss_mel: 15.052652359008789 (15.164020845755955) | > loss_duration: 1.6311397552490234 (1.6126966083981857) | > amp_scaler: 128.0 (128.1755829903978) | > loss_1: 31.194499969482422 (30.2749428873363) | > grad_norm_1: tensor(737.4738, device='cuda:0') (tensor(994.9510, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.8881 (0.8278643038374239) | > loader_time: 0.0118 (0.011550900376873252)  --> TIME: 2025-02-20 09:14:37 -- STEP: 779/924 -- GLOBAL_STEP: 108550 | > loss_disc: 2.345640182495117 (2.2277725015280354) | > loss_disc_real_0: 0.17489340901374817 (0.11577601100536918) | > loss_disc_real_1: 0.20206014811992645 (0.1923375071740119) | > loss_disc_real_2: 0.1756516695022583 (0.20317144881317023) | > loss_disc_real_3: 0.20727747678756714 (0.2069958210259255) | > loss_disc_real_4: 0.2286561131477356 (0.21194484235003916) | > loss_disc_real_5: 0.21806272864341736 (0.20268183053304975) | > loss_0: 2.345640182495117 (2.2277725015280354) | > grad_norm_0: tensor(64.3812, device='cuda:0') (tensor(59.7230, device='cuda:0')) | > loss_gen: 2.437110424041748 (2.795783262350746) | > loss_kl: 1.8622299432754517 (2.172764026001579) | > loss_feat: 6.479135513305664 (8.538106910377472) | > 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(2.228796036884782) | > grad_norm_0: tensor(112.3184, device='cuda:0') (tensor(60.1529, device='cuda:0')) | > loss_gen: 2.9773402214050293 (2.7959714997087945) | > loss_kl: 2.0852091312408447 (2.1717456359196117) | > loss_feat: 9.489228248596191 (8.539991436303739) | > loss_mel: 17.041297912597656 (15.182153082871753) | > loss_duration: 1.5729514360427856 (1.612508227224085) | > amp_scaler: 128.0 (128.1544028950542) | > loss_1: 33.1660270690918 (30.3023698528368) | > grad_norm_1: tensor(699.9400, device='cuda:0') (tensor(993.0027, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.8317 (0.8279117082657944) | > loader_time: 0.0116 (0.011561295666941975)  --> TIME: 2025-02-20 09:16:00 -- STEP: 879/924 -- GLOBAL_STEP: 108650 | > loss_disc: 2.050046443939209 (2.229831107511728) | > loss_disc_real_0: 0.12276897579431534 (0.11721628171151273) | > loss_disc_real_1: 0.1681312471628189 (0.19209893581810253) | > loss_disc_real_2: 0.20833827555179596 (0.203314525190745) | > loss_disc_real_3: 0.16775068640708923 (0.2067492163323705) | > loss_disc_real_4: 0.18140166997909546 (0.2118239431590079) | > loss_disc_real_5: 0.1928173154592514 (0.20271513423754228) | > loss_0: 2.050046443939209 (2.229831107511728) | > grad_norm_0: tensor(63.2190, device='cuda:0') (tensor(59.8188, device='cuda:0')) | > loss_gen: 3.0120997428894043 (2.792139068805317) | > loss_kl: 2.267918586730957 (2.172278629906218) | > loss_feat: 9.300508499145508 (8.533035428586398) | > loss_mel: 16.04047966003418 (15.184691763303928) | > loss_duration: 1.5937919616699219 (1.6127052416980465) | > amp_scaler: 128.0 (128.14562002275304) | > loss_1: 32.21479797363281 (30.294850105311685) | > grad_norm_1: tensor(1611.5846, device='cuda:0') (tensor(1005.1285, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.8196 (0.8276495632458056) | > loader_time: 0.0113 (0.011572697599322045)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.347599744796753 (2.347599744796753) | > loss_disc_real_0: 0.1352205127477646 (0.1352205127477646) | > loss_disc_real_1: 0.21059373021125793 (0.21059373021125793) | > loss_disc_real_2: 0.19106659293174744 (0.19106659293174744) | > loss_disc_real_3: 0.23203718662261963 (0.23203718662261963) | > loss_disc_real_4: 0.2071036398410797 (0.2071036398410797) | > loss_disc_real_5: 0.21480689942836761 (0.21480689942836761) | > loss_0: 2.347599744796753 (2.347599744796753) | > loss_gen: 2.452737808227539 (2.452737808227539) | > loss_kl: 2.0105085372924805 (2.0105085372924805) | > loss_feat: 8.198138236999512 (8.198138236999512) | > loss_mel: 14.6787109375 (14.6787109375) | > loss_duration: 1.6752917766571045 (1.6752917766571045) | > loss_1: 29.0153865814209 (29.0153865814209)  --> STEP: 1 | > loss_disc: 2.3634700775146484 (2.3634700775146484) | > loss_disc_real_0: 0.15974824130535126 (0.15974824130535126) | > loss_disc_real_1: 0.22397765517234802 (0.22397765517234802) | > loss_disc_real_2: 0.21531064808368683 (0.21531064808368683) | > loss_disc_real_3: 0.22425439953804016 (0.22425439953804016) | > loss_disc_real_4: 0.20355632901191711 (0.20355632901191711) | > loss_disc_real_5: 0.2183932363986969 (0.2183932363986969) | > loss_0: 2.3634700775146484 (2.3634700775146484) | > loss_gen: 2.409958600997925 (2.409958600997925) | > loss_kl: 2.0569262504577637 (2.0569262504577637) | > loss_feat: 7.324516773223877 (7.324516773223877) | > loss_mel: 13.483613967895508 (13.483613967895508) | > loss_duration: 1.6771941184997559 (1.6771941184997559) | > loss_1: 26.95220947265625 (26.95220947265625)  --> STEP: 2 | > loss_disc: 2.3404006958007812 (2.351935386657715) | > loss_disc_real_0: 0.162403866648674 (0.16107605397701263) | > loss_disc_real_1: 0.19551995396614075 (0.20974880456924438) | > loss_disc_real_2: 0.21027123928070068 (0.21279094368219376) | > loss_disc_real_3: 0.23030295968055725 (0.2272786796092987) | > loss_disc_real_4: 0.2260718047618866 (0.21481406688690186) | > loss_disc_real_5: 0.22863619029521942 (0.22351471334695816) | > loss_0: 2.3404006958007812 (2.351935386657715) | > loss_gen: 2.510272979736328 (2.4601157903671265) | > loss_kl: 2.235020160675049 (2.1459732055664062) | > loss_feat: 7.341086387634277 (7.332801580429077) | > loss_mel: 13.764026641845703 (13.623820304870605) | > loss_duration: 1.5696890354156494 (1.6234415769577026) | > loss_1: 27.420095443725586 (27.186152458190918)  --> STEP: 3 | > loss_disc: 2.305053472518921 (2.3363080819447837) | > loss_disc_real_0: 0.13010865449905396 (0.15075358748435974) | > loss_disc_real_1: 0.20385871827602386 (0.2077854424715042) | > loss_disc_real_2: 0.21867476403713226 (0.21475221713383993) | > loss_disc_real_3: 0.22269795835018158 (0.22575177252292633) | > loss_disc_real_4: 0.23633792996406555 (0.22198868791262308) | > loss_disc_real_5: 0.2289692908525467 (0.225332905848821) | > loss_0: 2.305053472518921 (2.3363080819447837) | > loss_gen: 2.6249256134033203 (2.515052398045858) | > loss_kl: 2.17130446434021 (2.1544169584910073) | > loss_feat: 8.182254791259766 (7.615952650705974) | > loss_mel: 15.171304702758789 (14.1396484375) | > loss_duration: 1.6387299299240112 (1.628537694613139) | > loss_1: 29.78851890563965 (28.053607940673828)  --> STEP: 4 | > loss_disc: 2.446162223815918 (2.363771617412567) | > loss_disc_real_0: 0.1970849633216858 (0.16233643144369125) | > loss_disc_real_1: 0.20550256967544556 (0.20721472427248955) | > loss_disc_real_2: 0.23003078997135162 (0.21857186034321785) | > loss_disc_real_3: 0.2462836056947708 (0.23088473081588745) | > loss_disc_real_4: 0.23778870701789856 (0.22593869268894196) | > loss_disc_real_5: 0.23315921425819397 (0.22728948295116425) | > loss_0: 2.446162223815918 (2.363771617412567) | > loss_gen: 2.5194649696350098 (2.5161555409431458) | > loss_kl: 1.9782497882843018 (2.110375165939331) | > loss_feat: 6.766209125518799 (7.40351676940918) | > loss_mel: 12.688090324401855 (13.776758909225464) | > loss_duration: 1.7516058683395386 (1.6593047380447388) | > loss_1: 25.7036190032959 (27.466110706329346)  --> STEP: 5 | > loss_disc: 2.0457048416137695 (2.3001582622528076) | > loss_disc_real_0: 0.12546218931674957 (0.15496158301830293) | > loss_disc_real_1: 0.2400364726781845 (0.21377907395362855) | > loss_disc_real_2: 0.24440941214561462 (0.2237393707036972) | > loss_disc_real_3: 0.23057544231414795 (0.23082287311553956) | > loss_disc_real_4: 0.2071247696876526 (0.2221759080886841) | > loss_disc_real_5: 0.08781938999891281 (0.19939546436071395) | > loss_0: 2.0457048416137695 (2.3001582622528076) | > loss_gen: 2.7711849212646484 (2.5671614170074464) | > loss_kl: 2.0397562980651855 (2.096251392364502) | > loss_feat: 7.218583583831787 (7.366530132293701) | > loss_mel: 14.693170547485352 (13.96004123687744) | > loss_duration: 1.5249381065368652 (1.632431411743164) | > loss_1: 28.247634887695312 (27.62241554260254) --> EVAL PERFORMANCE | > avg_loader_time: 0.15009970664978028 (-0.0058689117431640625) | > avg_loss_disc: 2.3001582622528076 (-0.05513405799865723) | > avg_loss_disc_real_0: 0.15496158301830293 (-0.03173066973686217) | > avg_loss_disc_real_1: 0.21377907395362855 (-0.008131131529808044) | > avg_loss_disc_real_2: 0.2237393707036972 (-0.0028564989566803034) | > avg_loss_disc_real_3: 0.23082287311553956 (+0.020910358428955084) | > avg_loss_disc_real_4: 0.2221759080886841 (+0.0026152878999710083) | > avg_loss_disc_real_5: 0.19939546436071395 (-0.06221323460340503) | > avg_loss_0: 2.3001582622528076 (-0.05513405799865723) | > avg_loss_gen: 2.5671614170074464 (-0.23223638534545898) | > avg_loss_kl: 2.096251392364502 (-0.10256342887878445) | > avg_loss_feat: 7.366530132293701 (-0.3442623138427736) | > avg_loss_mel: 13.96004123687744 (-0.2665981292724613) | > avg_loss_duration: 1.632431411743164 (-0.007240247726440607) | > avg_loss_1: 27.62241554260254 (-0.952900695800782)  > EPOCH: 68/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 09:16:46)   --> TIME: 2025-02-20 09:16:52 -- STEP: 5/924 -- GLOBAL_STEP: 108700 | > loss_disc: 2.202378749847412 (2.231720733642578) | > loss_disc_real_0: 0.09478239715099335 (0.1215272843837738) | > loss_disc_real_1: 0.21097402274608612 (0.19751887619495392) | > loss_disc_real_2: 0.16966518759727478 (0.20481302738189697) | > loss_disc_real_3: 0.1922711879014969 (0.21759796440601348) | > loss_disc_real_4: 0.21648727357387543 (0.22186903655529022) | > loss_disc_real_5: 0.2017994076013565 (0.21827587783336638) | > loss_0: 2.202378749847412 (2.231720733642578) | > grad_norm_0: tensor(82.6089, device='cuda:0') (tensor(65.4355, device='cuda:0')) | > loss_gen: 2.694098472595215 (2.740789270401001) | > loss_kl: 2.2476329803466797 (2.249961996078491) | > loss_feat: 8.05000114440918 (8.528019523620605) | > loss_mel: 14.986305236816406 (15.2377685546875) | > loss_duration: 1.61769700050354 (1.5991901636123658) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.595735549926758 (30.35573043823242) | > grad_norm_1: tensor(1479.2662, device='cuda:0') (tensor(1172.3798, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.8756 (0.828620195388794) | > loader_time: 0.0159 (0.011469459533691407)  --> TIME: 2025-02-20 09:17:34 -- STEP: 55/924 -- GLOBAL_STEP: 108750 | > loss_disc: 2.2154529094696045 (2.2377511761405255) | > loss_disc_real_0: 0.11825425922870636 (0.12007664496248419) | > loss_disc_real_1: 0.22359931468963623 (0.190832780437036) | > loss_disc_real_2: 0.17266519367694855 (0.20436544445427982) | > loss_disc_real_3: 0.18040135502815247 (0.20827477195046165) | > loss_disc_real_4: 0.17170393466949463 (0.21376382058317012) | > loss_disc_real_5: 0.20648857951164246 (0.20315114232626827) | > loss_0: 2.2154529094696045 (2.2377511761405255) | > grad_norm_0: tensor(46.9301, device='cuda:0') (tensor(69.1683, device='cuda:0')) | > loss_gen: 2.828646421432495 (2.795078238573941) | > loss_kl: 1.979506254196167 (2.198377247290178) | > loss_feat: 8.744961738586426 (8.506253840706572) | > loss_mel: 14.224641799926758 (15.248971384221857) | > loss_duration: 1.6158761978149414 (1.6132853399623523) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.393630981445312 (30.361966081099077) | > grad_norm_1: tensor(1408.8850, device='cuda:0') (tensor(973.3519, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.7891 (0.821175380186601) | > loader_time: 0.0122 (0.011540252512151543)  --> TIME: 2025-02-20 09:18:16 -- STEP: 105/924 -- GLOBAL_STEP: 108800 | > loss_disc: 2.2363595962524414 (2.238896572022212) | > loss_disc_real_0: 0.08307383209466934 (0.11413513524901299) | > loss_disc_real_1: 0.17638777196407318 (0.19351607532728285) | > loss_disc_real_2: 0.18902793526649475 (0.2050917869522458) | > loss_disc_real_3: 0.20129339396953583 (0.20859177566709972) | > loss_disc_real_4: 0.19259780645370483 (0.21492767646199182) | > loss_disc_real_5: 0.19982695579528809 (0.20326366481326874) | > loss_0: 2.2363595962524414 (2.238896572022212) | > grad_norm_0: tensor(58.0767, device='cuda:0') (tensor(63.7141, device='cuda:0')) | > loss_gen: 2.67792010307312 (2.802800566809518) | > loss_kl: 2.282893419265747 (2.1730458634240275) | > loss_feat: 8.566730499267578 (8.542097200666161) | > loss_mel: 14.959328651428223 (15.30085939679827) | > loss_duration: 1.5917870998382568 (1.6122059050060453) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.078659057617188 (30.43100902012416) | > grad_norm_1: tensor(1639.3754, device='cuda:0') (tensor(1025.2509, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.8371 (0.8208053634280249) | > loader_time: 0.0154 (0.01148747716631208)  --> TIME: 2025-02-20 09:18:58 -- STEP: 155/924 -- GLOBAL_STEP: 108850 | > loss_disc: 2.062842845916748 (2.2372738376740493) | > loss_disc_real_0: 0.08074250817298889 (0.11669561067415822) | > loss_disc_real_1: 0.19573120772838593 (0.19389089567046014) | > loss_disc_real_2: 0.21987506747245789 (0.2039469282473287) | > loss_disc_real_3: 0.2124350666999817 (0.2080687879554687) | > loss_disc_real_4: 0.20646433532238007 (0.2139427941653036) | > loss_disc_real_5: 0.18683236837387085 (0.20251743735805633) | > loss_0: 2.062842845916748 (2.2372738376740493) | > grad_norm_0: tensor(37.1987, device='cuda:0') (tensor(66.5433, device='cuda:0')) | > loss_gen: 3.1245791912078857 (2.808425858712965) | > loss_kl: 2.294469118118286 (2.174469890133027) | > loss_feat: 10.354225158691406 (8.53488251163114) | > loss_mel: 17.218780517578125 (15.256136986517138) | > loss_duration: 1.613200068473816 (1.6122111274350075) | > amp_scaler: 128.0 (128.0) | > loss_1: 34.605255126953125 (30.386126389042023) | > grad_norm_1: tensor(910.6483, device='cuda:0') (tensor(1016.6592, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.8269 (0.8196061718848443) | > loader_time: 0.0109 (0.011330718378866872)  --> TIME: 2025-02-20 09:19:40 -- STEP: 205/924 -- GLOBAL_STEP: 108900 | > loss_disc: 2.2275941371917725 (2.239354021956282) | > loss_disc_real_0: 0.15591898560523987 (0.11845837068266984) | > loss_disc_real_1: 0.1802537739276886 (0.19297851985547604) | > loss_disc_real_2: 0.1866692304611206 (0.20402120395404535) | > loss_disc_real_3: 0.20928144454956055 (0.20800930319762811) | > loss_disc_real_4: 0.18752247095108032 (0.21350464028556168) | > loss_disc_real_5: 0.2257571965456009 (0.20271175162094393) | > loss_0: 2.2275941371917725 (2.239354021956282) | > grad_norm_0: tensor(79.3519, device='cuda:0') (tensor(67.6045, device='cuda:0')) | > loss_gen: 2.9113454818725586 (2.8020886665437272) | > loss_kl: 2.2391862869262695 (2.1730556453146574) | > loss_feat: 8.562973976135254 (8.536849738330385) | > loss_mel: 14.344813346862793 (15.284773710297376) | > loss_duration: 1.5589734315872192 (1.6105427957162624) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.617292404174805 (30.40731057888124) | > grad_norm_1: tensor(777.9801, device='cuda:0') (tensor(1015.3656, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.8488 (0.8203816646482887) | > loader_time: 0.0106 (0.011348733669374049)  --> TIME: 2025-02-20 09:20:21 -- STEP: 255/924 -- GLOBAL_STEP: 108950 | > loss_disc: 2.256258010864258 (2.233375623179419) | > loss_disc_real_0: 0.09172608703374863 (0.11825918112607563) | > loss_disc_real_1: 0.18274767696857452 (0.1926137776935802) | > loss_disc_real_2: 0.22159865498542786 (0.20332950254281362) | > loss_disc_real_3: 0.23995323479175568 (0.2073417882124583) | > loss_disc_real_4: 0.2438582181930542 (0.21281008252910535) | > loss_disc_real_5: 0.21841414272785187 (0.20212068417493032) | > loss_0: 2.256258010864258 (2.233375623179419) | > grad_norm_0: tensor(34.0999, device='cuda:0') (tensor(67.1494, device='cuda:0')) | > loss_gen: 2.623059034347534 (2.8035414742488483) | > loss_kl: 2.0880579948425293 (2.1701899378907425) | > loss_feat: 8.119656562805176 (8.545559793360093) | > loss_mel: 14.753249168395996 (15.276705738142425) | > loss_duration: 1.6062508821487427 (1.6116231310601328) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.19027328491211 (30.40762009714164) | > grad_norm_1: tensor(1142.8479, device='cuda:0') (tensor(1029.4116, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.7638 (0.8198334768706677) | > loader_time: 0.009 (0.01131567674524644)  --> TIME: 2025-02-20 09:21:04 -- STEP: 305/924 -- GLOBAL_STEP: 109000 | > loss_disc: 2.147885322570801 (2.2313282427240595) | > loss_disc_real_0: 0.10343147814273834 (0.11730509975650276) | > loss_disc_real_1: 0.18002183735370636 (0.19255607621591603) | > loss_disc_real_2: 0.19995710253715515 (0.20333688151640975) | > loss_disc_real_3: 0.22344818711280823 (0.2071196273213526) | > loss_disc_real_4: 0.2315792590379715 (0.21259479092769937) | > loss_disc_real_5: 0.20762738585472107 (0.20219929252491625) | > loss_0: 2.147885322570801 (2.2313282427240595) | > grad_norm_0: tensor(28.4504, device='cuda:0') (tensor(66.8927, device='cuda:0')) | > loss_gen: 2.844698190689087 (2.7998645016404446) | > loss_kl: 2.281552314758301 (2.1701210205672212) | > loss_feat: 8.307990074157715 (8.524944786947279) | > loss_mel: 15.03902530670166 (15.232457817577925) | > loss_duration: 1.6339519023895264 (1.6110708025635265) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.107215881347656 (30.338458946102957) | > grad_norm_1: tensor(849.4144, device='cuda:0') (tensor(1040.9634, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.842 (0.8219635486602785) | > loader_time: 0.0103 (0.011295085656838344) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_109000.pth  --> TIME: 2025-02-20 09:21:48 -- STEP: 355/924 -- GLOBAL_STEP: 109050 | > loss_disc: 2.2813868522644043 (2.2329731189029314) | > loss_disc_real_0: 0.08731783181428909 (0.11803279321798141) | > loss_disc_real_1: 0.21837452054023743 (0.19239018580443432) | > loss_disc_real_2: 0.23907968401908875 (0.20320514083748137) | > loss_disc_real_3: 0.2474973499774933 (0.20741960469266052) | > loss_disc_real_4: 0.23261894285678864 (0.21240435456725912) | > loss_disc_real_5: 0.2172105759382248 (0.20242929895159226) | > loss_0: 2.2813868522644043 (2.2329731189029314) | > grad_norm_0: tensor(66.3326, device='cuda:0') (tensor(67.9208, device='cuda:0')) | > loss_gen: 2.812347173690796 (2.8039237559681216) | > loss_kl: 2.1166203022003174 (2.1732379990564263) | > loss_feat: 8.099027633666992 (8.53524583494159) | > loss_mel: 14.46950912475586 (15.252929668695154) | > loss_duration: 1.5939714908599854 (1.6108380307613956) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.091476440429688 (30.3761752921091) | > grad_norm_1: tensor(1326.7509, device='cuda:0') (tensor(1039.0422, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.8262 (0.8234477909517961) | > loader_time: 0.0101 (0.011299450296751215)  --> TIME: 2025-02-20 09:22:30 -- STEP: 405/924 -- GLOBAL_STEP: 109100 | > loss_disc: 2.123520612716675 (2.229087605005429) | > loss_disc_real_0: 0.1484731286764145 (0.11622489866467173) | > loss_disc_real_1: 0.19357557594776154 (0.19227942018597222) | > loss_disc_real_2: 0.17931552231311798 (0.20306406915187838) | > loss_disc_real_3: 0.19108259677886963 (0.20728030167979952) | > loss_disc_real_4: 0.22032561898231506 (0.21232530467304184) | > loss_disc_real_5: 0.1848156452178955 (0.20228005437939256) | > loss_0: 2.123520612716675 (2.229087605005429) | > grad_norm_0: tensor(103.9435, device='cuda:0') (tensor(67.8658, device='cuda:0')) | > loss_gen: 2.9963796138763428 (2.803495024457391) | > loss_kl: 1.9576404094696045 (2.1697431699729255) | > loss_feat: 8.638654708862305 (8.534395393324491) | > loss_mel: 15.046337127685547 (15.233264518078462) | > loss_duration: 1.5917760133743286 (1.6113607088724766) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.23078727722168 (30.35225881882656) | > grad_norm_1: tensor(605.2296, device='cuda:0') (tensor(1030.9562, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.8171 (0.8230714321136476) | > loader_time: 0.0106 (0.011296384128523466)  --> TIME: 2025-02-20 09:23:12 -- STEP: 455/924 -- GLOBAL_STEP: 109150 | > loss_disc: 2.212775945663452 (2.2302594098415987) | > loss_disc_real_0: 0.1528010368347168 (0.11681779105584703) | > loss_disc_real_1: 0.22639690339565277 (0.19226589949576414) | > loss_disc_real_2: 0.21625687181949615 (0.20341760951739093) | > loss_disc_real_3: 0.21437348425388336 (0.20748078718290217) | > loss_disc_real_4: 0.2317088544368744 (0.2118847832574949) | > loss_disc_real_5: 0.20686760544776917 (0.20240244531369472) | > loss_0: 2.212775945663452 (2.2302594098415987) | > grad_norm_0: tensor(70.4001, device='cuda:0') (tensor(66.7391, device='cuda:0')) | > loss_gen: 2.9279394149780273 (2.8002077474698925) | > loss_kl: 2.1851277351379395 (2.171127715739575) | > loss_feat: 8.721159934997559 (8.51417142427885) | > loss_mel: 15.302704811096191 (15.210593814640255) | > loss_duration: 1.5652951002120972 (1.6110652221428163) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.702226638793945 (30.307165925581376) | > grad_norm_1: tensor(1622.6373, device='cuda:0') (tensor(1030.5842, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.8193 (0.8229193980877217) | > loader_time: 0.0102 (0.011256938976245925)  --> TIME: 2025-02-20 09:23:54 -- STEP: 505/924 -- GLOBAL_STEP: 109200 | > loss_disc: 2.3170340061187744 (2.2308701444380334) | > loss_disc_real_0: 0.1680540293455124 (0.11741125936998002) | > loss_disc_real_1: 0.2316480278968811 (0.19222574411052293) | > loss_disc_real_2: 0.22375370562076569 (0.20348911279498944) | > loss_disc_real_3: 0.17569977045059204 (0.20759255157248804) | > loss_disc_real_4: 0.2121294140815735 (0.2118482781518804) | > loss_disc_real_5: 0.20589745044708252 (0.20232600206785864) | > loss_0: 2.3170340061187744 (2.2308701444380334) | > grad_norm_0: tensor(46.1600, device='cuda:0') (tensor(66.0573, device='cuda:0')) | > loss_gen: 2.8139736652374268 (2.8020047376651585) | > loss_kl: 2.13706111907959 (2.1757989359374097) | > loss_feat: 7.591945648193359 (8.524668809683021) | > loss_mel: 13.501975059509277 (15.215862678301216) | > loss_duration: 1.5767731666564941 (1.610792738612335) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.621728897094727 (30.329127902795772) | > grad_norm_1: tensor(800.6050, device='cuda:0') (tensor(1029.9548, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.8031 (0.8234529995682217) | > loader_time: 0.0107 (0.011271515459117327)  --> TIME: 2025-02-20 09:24:37 -- STEP: 555/924 -- GLOBAL_STEP: 109250 | > loss_disc: 2.243208169937134 (2.2334768067609065) | > loss_disc_real_0: 0.09614288806915283 (0.11785048121536103) | > loss_disc_real_1: 0.2173321396112442 (0.19267855189942026) | > loss_disc_real_2: 0.1809728592634201 (0.20378352014331128) | > loss_disc_real_3: 0.20081965625286102 (0.20771862273817657) | > loss_disc_real_4: 0.1876331865787506 (0.2118572991979015) | > loss_disc_real_5: 0.2108374834060669 (0.20266590813795726) | > loss_0: 2.243208169937134 (2.2334768067609065) | > grad_norm_0: tensor(31.3260, device='cuda:0') (tensor(64.0844, device='cuda:0')) | > loss_gen: 2.750654935836792 (2.7934670267878365) | > loss_kl: 2.1258387565612793 (2.1733182045790524) | > loss_feat: 8.766222953796387 (8.502475742821224) | > loss_mel: 16.137706756591797 (15.207520259822811) | > loss_duration: 1.5961856842041016 (1.61115515060253) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.37660789489746 (30.287936373873872) | > grad_norm_1: tensor(768.4251, device='cuda:0') (tensor(1032.0117, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.7582 (0.824145980783411) | > loader_time: 0.0119 (0.011263519149642808)  --> TIME: 2025-02-20 09:25:19 -- STEP: 605/924 -- GLOBAL_STEP: 109300 | > loss_disc: 2.218451499938965 (2.2323850344035234) | > loss_disc_real_0: 0.06557492166757584 (0.11750526892498507) | > loss_disc_real_1: 0.20211555063724518 (0.19252953566302944) | > loss_disc_real_2: 0.17233385145664215 (0.2036236485420179) | > loss_disc_real_3: 0.20003663003444672 (0.2077783338540841) | > loss_disc_real_4: 0.20141541957855225 (0.21201729823735124) | > loss_disc_real_5: 0.17898881435394287 (0.20281551908855588) | > loss_0: 2.218451499938965 (2.2323850344035234) | > grad_norm_0: tensor(18.0638, device='cuda:0') (tensor(64.4235, device='cuda:0')) | > loss_gen: 2.58719539642334 (2.7950203647298277) | > loss_kl: 2.0564210414886475 (2.170998898222426) | > loss_feat: 8.355830192565918 (8.509449598611884) | > loss_mel: 13.602384567260742 (15.199225919108745) | > loss_duration: 1.5885658264160156 (1.6110126400782057) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.190399169921875 (30.285707398091468) | > grad_norm_1: tensor(623.0882, device='cuda:0') (tensor(1036.1355, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.8247 (0.8241666506144628) | > loader_time: 0.011 (0.011266612218431215)  --> TIME: 2025-02-20 09:26:01 -- STEP: 655/924 -- GLOBAL_STEP: 109350 | > loss_disc: 2.144458293914795 (2.2316058038755218) | > loss_disc_real_0: 0.08950269222259521 (0.11729666491728705) | > loss_disc_real_1: 0.16022440791130066 (0.19245810706651853) | > loss_disc_real_2: 0.19272896647453308 (0.203609045953241) | > loss_disc_real_3: 0.18456801772117615 (0.20737484884626073) | > loss_disc_real_4: 0.2138366550207138 (0.21197780982683626) | > loss_disc_real_5: 0.22525280714035034 (0.20272671957962377) | > loss_0: 2.144458293914795 (2.2316058038755218) | > grad_norm_0: tensor(68.5186, device='cuda:0') (tensor(64.7392, device='cuda:0')) | > loss_gen: 2.8455801010131836 (2.796340734540053) | > loss_kl: 2.3796558380126953 (2.1707519824268253) | > loss_feat: 9.50986099243164 (8.515135268582643) | > loss_mel: 15.580521583557129 (15.203352401092761) | > loss_duration: 1.6149433851242065 (1.6108263865682002) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.93056297302246 (30.296406776486464) | > grad_norm_1: tensor(1540.5258, device='cuda:0') (tensor(1028.4229, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.8678 (0.8244751173121329) | > loader_time: 0.0113 (0.011235685930907272)  --> TIME: 2025-02-20 09:26:43 -- STEP: 705/924 -- GLOBAL_STEP: 109400 | > loss_disc: 2.2887799739837646 (2.231087795893348) | > loss_disc_real_0: 0.12019728124141693 (0.11771902729433481) | > loss_disc_real_1: 0.16149774193763733 (0.19234423328798717) | > loss_disc_real_2: 0.195069819688797 (0.20324883592044207) | > loss_disc_real_3: 0.22078754007816315 (0.2073118069915906) | > loss_disc_real_4: 0.19154229760169983 (0.2119995560417783) | > loss_disc_real_5: 0.2038518786430359 (0.20274010112522334) | > loss_0: 2.2887799739837646 (2.231087795893348) | > grad_norm_0: tensor(49.0095, device='cuda:0') (tensor(64.8941, device='cuda:0')) | > loss_gen: 2.624499797821045 (2.796961086692539) | > loss_kl: 2.2665703296661377 (2.1717780300911445) | > loss_feat: 7.82334566116333 (8.522762199158366) | > loss_mel: 14.373767852783203 (15.213151908766294) | > loss_duration: 1.6095726490020752 (1.610912372879948) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.697757720947266 (30.315565582708263) | > grad_norm_1: tensor(910.3846, device='cuda:0') (tensor(1036.1682, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.8375 (0.8245702175383872) | > loader_time: 0.0129 (0.011236632800271318)  --> TIME: 2025-02-20 09:27:25 -- STEP: 755/924 -- GLOBAL_STEP: 109450 | > loss_disc: 2.169992208480835 (2.2301070476999314) | > loss_disc_real_0: 0.14850115776062012 (0.1175147801489625) | > loss_disc_real_1: 0.1821613907814026 (0.19238622881324088) | > loss_disc_real_2: 0.22622965276241302 (0.20327514238310176) | > loss_disc_real_3: 0.19575971364974976 (0.20720267424125538) | > loss_disc_real_4: 0.24082022905349731 (0.21211324296644973) | > loss_disc_real_5: 0.2114645093679428 (0.20258775844873964) | > loss_0: 2.169992208480835 (2.2301070476999314) | > grad_norm_0: tensor(136.1675, device='cuda:0') (tensor(65.6843, device='cuda:0')) | > loss_gen: 3.064438581466675 (2.8015792587735007) | > loss_kl: 2.252894639968872 (2.1717166442744795) | > loss_feat: 9.159153938293457 (8.540281428406582) | > loss_mel: 17.33220863342285 (15.238060419448953) | > loss_duration: 1.611790657043457 (1.6109423402129417) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.42048645019531 (30.362580065695656) | > grad_norm_1: tensor(1086.9414, device='cuda:0') (tensor(1034.8500, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.8533 (0.8250485445489947) | > loader_time: 0.0145 (0.011252856412470731)  --> TIME: 2025-02-20 09:28:07 -- STEP: 805/924 -- GLOBAL_STEP: 109500 | > loss_disc: 2.266209125518799 (2.2284247059259346) | > loss_disc_real_0: 0.1014019250869751 (0.11666860221798377) | > loss_disc_real_1: 0.17112120985984802 (0.19234035703706448) | > loss_disc_real_2: 0.21449172496795654 (0.20317951214979896) | > loss_disc_real_3: 0.23743128776550293 (0.20727071240081543) | > loss_disc_real_4: 0.1980765461921692 (0.2119903796578045) | > loss_disc_real_5: 0.19322888553142548 (0.2027229065850654) | > loss_0: 2.266209125518799 (2.2284247059259346) | > grad_norm_0: tensor(41.7803, device='cuda:0') (tensor(65.0541, device='cuda:0')) | > loss_gen: 2.670065402984619 (2.802890518733433) | > loss_kl: 1.89873468875885 (2.171272464716658) | > loss_feat: 7.0779643058776855 (8.540074939016982) | > loss_mel: 13.319116592407227 (15.225231039153863) | > loss_duration: 1.65144944190979 (1.6115515563798986) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.617328643798828 (30.351020490752983) | > grad_norm_1: tensor(1307.9391, device='cuda:0') (tensor(1030.9030, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.8294 (0.8249395009153377) | > loader_time: 0.0111 (0.011235467247340985)  --> TIME: 2025-02-20 09:28:49 -- STEP: 855/924 -- GLOBAL_STEP: 109550 | > loss_disc: 2.2227962017059326 (2.228181723126194) | > loss_disc_real_0: 0.12380100041627884 (0.11701358555004612) | > loss_disc_real_1: 0.19292178750038147 (0.1921149435447671) | > loss_disc_real_2: 0.16505996882915497 (0.2029846059300049) | > loss_disc_real_3: 0.17062632739543915 (0.20729647529752623) | > loss_disc_real_4: 0.1747809201478958 (0.21186568402407455) | > loss_disc_real_5: 0.1860877126455307 (0.20276338567859242) | > loss_0: 2.2227962017059326 (2.228181723126194) | > grad_norm_0: tensor(39.2710, device='cuda:0') (tensor(64.8415, device='cuda:0')) | > loss_gen: 2.8537838459014893 (2.8020265562492503) | > loss_kl: 2.021530866622925 (2.169402839705264) | > loss_feat: 9.099315643310547 (8.542936980375782) | > loss_mel: 15.161955833435059 (15.228349199350815) | > loss_duration: 1.6276147365570068 (1.6115599664331177) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.764202117919922 (30.354275510464497) | > grad_norm_1: tensor(1624.8567, device='cuda:0') (tensor(1033.2362, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.8245 (0.8246720051904868) | > loader_time: 0.0145 (0.011253828751413442)  --> TIME: 2025-02-20 09:29:31 -- STEP: 905/924 -- GLOBAL_STEP: 109600 | > loss_disc: 2.2411746978759766 (2.2270164782171076) | > loss_disc_real_0: 0.10098893940448761 (0.11738392583079102) | > loss_disc_real_1: 0.2242363691329956 (0.1918746356806044) | > loss_disc_real_2: 0.199029341340065 (0.2029636292826405) | > loss_disc_real_3: 0.17824704945087433 (0.20717660135985733) | > loss_disc_real_4: 0.17784516513347626 (0.21183077528331815) | > loss_disc_real_5: 0.15850505232810974 (0.2027149143469267) | > loss_0: 2.2411746978759766 (2.2270164782171076) | > grad_norm_0: tensor(64.0670, device='cuda:0') (tensor(65.6149, device='cuda:0')) | > loss_gen: 2.614539384841919 (2.804121850999021) | > loss_kl: 2.1435651779174805 (2.1723769583096186) | > loss_feat: 8.643806457519531 (8.554370464409265) | > loss_mel: 15.159963607788086 (15.248596356850303) | > loss_duration: 1.6100974082946777 (1.611349413539823) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.171972274780273 (30.390815016182746) | > grad_norm_1: tensor(1234.6257, device='cuda:0') (tensor(1041.2881, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.8112 (0.8243468039602206) | > loader_time: 0.011 (0.011251090244693647)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4480228424072266 (2.4480228424072266) | > loss_disc_real_0: 0.1254766583442688 (0.1254766583442688) | > loss_disc_real_1: 0.18984103202819824 (0.18984103202819824) | > loss_disc_real_2: 0.18234315514564514 (0.18234315514564514) | > loss_disc_real_3: 0.20397961139678955 (0.20397961139678955) | > loss_disc_real_4: 0.18808549642562866 (0.18808549642562866) | > loss_disc_real_5: 0.2506076693534851 (0.2506076693534851) | > loss_0: 2.4480228424072266 (2.4480228424072266) | > loss_gen: 2.0940637588500977 (2.0940637588500977) | > loss_kl: 2.0229527950286865 (2.0229527950286865) | > loss_feat: 6.09575080871582 (6.09575080871582) | > loss_mel: 12.312782287597656 (12.312782287597656) | > loss_duration: 1.6795415878295898 (1.6795415878295898) | > loss_1: 24.205093383789062 (24.205093383789062)  --> STEP: 1 | > loss_disc: 2.401325225830078 (2.401325225830078) | > loss_disc_real_0: 0.12070994079113007 (0.12070994079113007) | > loss_disc_real_1: 0.19566649198532104 (0.19566649198532104) | > loss_disc_real_2: 0.17139777541160583 (0.17139777541160583) | > loss_disc_real_3: 0.20310145616531372 (0.20310145616531372) | > loss_disc_real_4: 0.20950786769390106 (0.20950786769390106) | > loss_disc_real_5: 0.2315334975719452 (0.2315334975719452) | > loss_0: 2.401325225830078 (2.401325225830078) | > loss_gen: 2.2177374362945557 (2.2177374362945557) | > loss_kl: 1.8669695854187012 (1.8669695854187012) | > loss_feat: 7.299893379211426 (7.299893379211426) | > loss_mel: 14.774360656738281 (14.774360656738281) | > loss_duration: 1.6790194511413574 (1.6790194511413574) | > loss_1: 27.837980270385742 (27.837980270385742)  --> STEP: 2 | > loss_disc: 2.41153621673584 (2.406430721282959) | > loss_disc_real_0: 0.1273593306541443 (0.12403463572263718) | > loss_disc_real_1: 0.1994364857673645 (0.19755148887634277) | > loss_disc_real_2: 0.18050672113895416 (0.17595224827528) | > loss_disc_real_3: 0.21228329837322235 (0.20769237726926804) | > loss_disc_real_4: 0.2226380854845047 (0.21607297658920288) | > loss_disc_real_5: 0.23597149550914764 (0.23375249654054642) | > loss_0: 2.41153621673584 (2.406430721282959) | > loss_gen: 2.2103607654571533 (2.2140491008758545) | > loss_kl: 2.1248362064361572 (1.9959028959274292) | > loss_feat: 6.867922782897949 (7.0839080810546875) | > loss_mel: 13.172138214111328 (13.973249435424805) | > loss_duration: 1.5648090839385986 (1.621914267539978) | > loss_1: 25.9400691986084 (26.88902473449707)  --> STEP: 3 | > loss_disc: 2.326343297958374 (2.379734913508097) | > loss_disc_real_0: 0.11663047969341278 (0.1215665837128957) | > loss_disc_real_1: 0.18941792845726013 (0.1948403020699819) | > loss_disc_real_2: 0.18133039772510529 (0.17774496475855509) | > loss_disc_real_3: 0.22903671860694885 (0.21480715771516165) | > loss_disc_real_4: 0.20247425138950348 (0.21154006818930307) | > loss_disc_real_5: 0.2096681296825409 (0.22572437425454459) | > loss_0: 2.326343297958374 (2.379734913508097) | > loss_gen: 2.2765021324157715 (2.2348667780558267) | > loss_kl: 2.122363328933716 (2.0380563735961914) | > loss_feat: 7.195132255554199 (7.120982805887858) | > loss_mel: 13.624305725097656 (13.856934865315756) | > loss_duration: 1.6542199850082397 (1.6326828400293987) | > loss_1: 26.87252426147461 (26.883524576822918)  --> STEP: 4 | > loss_disc: 2.426798105239868 (2.39150071144104) | > loss_disc_real_0: 0.1401558369398117 (0.1262138970196247) | > loss_disc_real_1: 0.1705128252506256 (0.18875843286514282) | > loss_disc_real_2: 0.18217496573925018 (0.17885246500372887) | > loss_disc_real_3: 0.21468640863895416 (0.21477697044610977) | > loss_disc_real_4: 0.2023550122976303 (0.2092438042163849) | > loss_disc_real_5: 0.22756986320018768 (0.22618574649095535) | > loss_0: 2.426798105239868 (2.39150071144104) | > loss_gen: 2.1290106773376465 (2.2084027528762817) | > loss_kl: 2.0350968837738037 (2.0373165011405945) | > loss_feat: 6.772476673126221 (7.033856272697449) | > loss_mel: 13.264521598815918 (13.708831548690796) | > loss_duration: 1.7487211227416992 (1.6616924107074738) | > loss_1: 25.949825286865234 (26.650099754333496)  --> STEP: 5 | > loss_disc: 2.3326356410980225 (2.3797276973724366) | > loss_disc_real_0: 0.10045371204614639 (0.12106186002492905) | > loss_disc_real_1: 0.18664398789405823 (0.1883355438709259) | > loss_disc_real_2: 0.18109947443008423 (0.17930186688899993) | > loss_disc_real_3: 0.23936007916927338 (0.2196935921907425) | > loss_disc_real_4: 0.2276284247636795 (0.2129207283258438) | > loss_disc_real_5: 0.13060367107391357 (0.207069331407547) | > loss_0: 2.3326356410980225 (2.3797276973724366) | > loss_gen: 2.182839870452881 (2.2032901763916017) | > loss_kl: 2.1256611347198486 (2.0549854278564452) | > loss_feat: 7.699647903442383 (7.1670145988464355) | > loss_mel: 12.682933807373047 (13.503652000427246) | > loss_duration: 1.5508174896240234 (1.6395174264907837) | > loss_1: 26.241901397705078 (26.568460083007814) --> EVAL PERFORMANCE | > avg_loader_time: 0.15326051712036132 (+0.0031608104705810325) | > avg_loss_disc: 2.3797276973724366 (+0.079569435119629) | > avg_loss_disc_real_0: 0.12106186002492905 (-0.033899722993373876) | > avg_loss_disc_real_1: 0.1883355438709259 (-0.025443530082702642) | > avg_loss_disc_real_2: 0.17930186688899993 (-0.04443750381469727) | > avg_loss_disc_real_3: 0.2196935921907425 (-0.011129280924797064) | > avg_loss_disc_real_4: 0.2129207283258438 (-0.009255179762840293) | > avg_loss_disc_real_5: 0.207069331407547 (+0.007673867046833038) | > avg_loss_0: 2.3797276973724366 (+0.079569435119629) | > avg_loss_gen: 2.2032901763916017 (-0.36387124061584464) | > avg_loss_kl: 2.0549854278564452 (-0.04126596450805664) | > avg_loss_feat: 7.1670145988464355 (-0.1995155334472658) | > avg_loss_mel: 13.503652000427246 (-0.45638923645019425) | > avg_loss_duration: 1.6395174264907837 (+0.007086014747619718) | > avg_loss_1: 26.568460083007814 (-1.0539554595947251)  > EPOCH: 69/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 09:29:54)   --> TIME: 2025-02-20 09:30:22 -- STEP: 31/924 -- GLOBAL_STEP: 109650 | > loss_disc: 2.0657849311828613 (2.230261464272776) | > loss_disc_real_0: 0.09270469844341278 (0.13094815431583312) | > loss_disc_real_1: 0.18557657301425934 (0.19128230550596792) | > loss_disc_real_2: 0.18747790157794952 (0.20041197826785426) | > loss_disc_real_3: 0.17981617152690887 (0.2072809160717072) | > loss_disc_real_4: 0.1895269900560379 (0.2114034963230933) | > loss_disc_real_5: 0.19187119603157043 (0.19725873922148057) | > loss_0: 2.0657849311828613 (2.230261464272776) | > grad_norm_0: tensor(40.8579, device='cuda:0') (tensor(74.9479, device='cuda:0')) | > loss_gen: 2.885457992553711 (2.8389289994393625) | > loss_kl: 2.305006265640259 (2.224948890747562) | > loss_feat: 9.385251998901367 (8.691131468742123) | > loss_mel: 15.828822135925293 (15.279598636011924) | > loss_duration: 1.629042148590088 (1.6121657740685247) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.0335807800293 (30.646774045882687) | > grad_norm_1: tensor(872.0006, device='cuda:0') (tensor(900.6743, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.8061 (0.8204634343424151) | > loader_time: 0.0122 (0.01106088392196163)  --> TIME: 2025-02-20 09:31:04 -- STEP: 81/924 -- GLOBAL_STEP: 109700 | > loss_disc: 2.572371244430542 (2.248427385165367) | > loss_disc_real_0: 0.29887619614601135 (0.13006019458910573) | > loss_disc_real_1: 0.1939929872751236 (0.19053665428985786) | > loss_disc_real_2: 0.21469227969646454 (0.20315424913977398) | > loss_disc_real_3: 0.20425432920455933 (0.20836751641314707) | > loss_disc_real_4: 0.18058215081691742 (0.2118196067986665) | > loss_disc_real_5: 0.23881128430366516 (0.2024818918219319) | > loss_0: 2.572371244430542 (2.248427385165367) | > grad_norm_0: tensor(163.3197, device='cuda:0') (tensor(65.8142, device='cuda:0')) | > loss_gen: 2.313413619995117 (2.777930194948926) | > loss_kl: 2.157405138015747 (2.2020506108248665) | > loss_feat: 6.130055904388428 (8.489004894539162) | > loss_mel: 13.389613151550293 (15.140833301308714) | > loss_duration: 1.6059625148773193 (1.6140424498805293) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.596450805664062 (30.223861741430966) | > grad_norm_1: tensor(587.0297, device='cuda:0') (tensor(1024.2148, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.8524 (0.8237153159247504) | > loader_time: 0.011 (0.011580143445803796)  --> TIME: 2025-02-20 09:31:46 -- STEP: 131/924 -- GLOBAL_STEP: 109750 | > loss_disc: 2.274825096130371 (2.246779288044413) | > loss_disc_real_0: 0.0939977765083313 (0.12778245816931474) | > loss_disc_real_1: 0.1957666128873825 (0.1910745566355363) | > loss_disc_real_2: 0.20069637894630432 (0.20324124850844608) | > loss_disc_real_3: 0.24878256022930145 (0.2076182713490406) | > loss_disc_real_4: 0.20855602622032166 (0.21233180267665222) | > loss_disc_real_5: 0.1916825771331787 (0.20370361157728514) | > loss_0: 2.274825096130371 (2.246779288044413) | > grad_norm_0: tensor(43.6897, device='cuda:0') (tensor(63.9220, device='cuda:0')) | > loss_gen: 2.534031391143799 (2.7834631140905484) | > loss_kl: 2.1410651206970215 (2.1827682056499795) | > loss_feat: 7.634052753448486 (8.52165612737641) | > loss_mel: 14.081841468811035 (15.16989857185888) | > loss_duration: 1.6421232223510742 (1.6148546288031658) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.03311538696289 (30.27264088346758) | > grad_norm_1: tensor(1141.1650, device='cuda:0') (tensor(973.4195, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.8597 (0.820915853704205) | > loader_time: 0.0151 (0.01148342176248099)  --> TIME: 2025-02-20 09:32:28 -- STEP: 181/924 -- GLOBAL_STEP: 109800 | > loss_disc: 2.1561930179595947 (2.236611011278565) | > loss_disc_real_0: 0.06136432662606239 (0.12332473226015087) | > loss_disc_real_1: 0.22353337705135345 (0.1910700326301775) | > loss_disc_real_2: 0.1994069367647171 (0.20305321427340006) | > loss_disc_real_3: 0.16248443722724915 (0.20757897725092114) | > loss_disc_real_4: 0.2207322120666504 (0.2121160521856329) | > loss_disc_real_5: 0.19638031721115112 (0.2023926128257704) | > loss_0: 2.1561930179595947 (2.236611011278565) | > grad_norm_0: tensor(99.1010, device='cuda:0') (tensor(63.8567, device='cuda:0')) | > loss_gen: 2.944803237915039 (2.79787508558832) | > loss_kl: 2.0645666122436523 (2.1821402686735545) | > loss_feat: 8.766727447509766 (8.568094527523822) | > loss_mel: 15.721692085266113 (15.188393692943931) | > loss_duration: 1.6253013610839844 (1.612329310475133) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.123090744018555 (30.348833094644284) | > grad_norm_1: tensor(1344.9388, device='cuda:0') (tensor(1007.6157, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 1.2656 (0.8240017219143019) | > loader_time: 0.01 (0.011277077606369772)  --> TIME: 2025-02-20 09:33:11 -- STEP: 231/924 -- GLOBAL_STEP: 109850 | > loss_disc: 2.4362008571624756 (2.232647235775408) | > loss_disc_real_0: 0.06589016318321228 (0.12181963253911444) | > loss_disc_real_1: 0.19178207218647003 (0.19101800063213745) | > loss_disc_real_2: 0.21226131916046143 (0.20299437061532752) | > loss_disc_real_3: 0.2228725403547287 (0.2067594619153382) | > loss_disc_real_4: 0.21167469024658203 (0.2119366873652388) | > loss_disc_real_5: 0.2247951179742813 (0.20199533984129564) | > loss_0: 2.4362008571624756 (2.232647235775408) | > grad_norm_0: tensor(59.1178, device='cuda:0') (tensor(66.4901, device='cuda:0')) | > loss_gen: 2.4955103397369385 (2.80071165344932) | > loss_kl: 2.2059824466705322 (2.178010130857493) | > loss_feat: 8.74062728881836 (8.584981497232018) | > loss_mel: 16.095983505249023 (15.206588980439422) | > loss_duration: 1.6105376482009888 (1.6130100184188774) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.14864158630371 (30.3833024739187) | > grad_norm_1: tensor(408.5516, device='cuda:0') (tensor(994.2135, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.8094 (0.8257728324824082) | > loader_time: 0.0104 (0.011238094016071003)  --> TIME: 2025-02-20 09:33:53 -- STEP: 281/924 -- GLOBAL_STEP: 109900 | > loss_disc: 2.250117301940918 (2.2309967050348756) | > loss_disc_real_0: 0.1941055953502655 (0.12098092352474292) | > loss_disc_real_1: 0.19395501911640167 (0.19117424904875907) | > loss_disc_real_2: 0.1846262663602829 (0.20307801706298817) | > loss_disc_real_3: 0.21417509019374847 (0.20682706076691584) | > loss_disc_real_4: 0.1876867413520813 (0.21136402871685103) | > loss_disc_real_5: 0.19520370662212372 (0.201876470812487) | > loss_0: 2.250117301940918 (2.2309967050348756) | > grad_norm_0: tensor(158.0866, device='cuda:0') (tensor(66.7835, device='cuda:0')) | > loss_gen: 2.9246129989624023 (2.801748182425721) | > loss_kl: 2.200221300125122 (2.1722307633674873) | > loss_feat: 8.786853790283203 (8.57569567758418) | > loss_mel: 15.447906494140625 (15.207577057156275) | > loss_duration: 1.58431077003479 (1.613757764741619) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.943906784057617 (30.37100962302863) | > grad_norm_1: tensor(1148.5623, device='cuda:0') (tensor(984.6588, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.8198 (0.8255865344797587) | > loader_time: 0.0106 (0.011285397505845037)  --> TIME: 2025-02-20 09:34:35 -- STEP: 331/924 -- GLOBAL_STEP: 109950 | > loss_disc: 2.120579242706299 (2.226658711260538) | > loss_disc_real_0: 0.12739568948745728 (0.1199754396414109) | > loss_disc_real_1: 0.194162979722023 (0.19103665784946727) | > loss_disc_real_2: 0.21244533360004425 (0.20368847858689704) | > loss_disc_real_3: 0.18729755282402039 (0.205907999974003) | > loss_disc_real_4: 0.22452862560749054 (0.21095863826505376) | > loss_disc_real_5: 0.17583946883678436 (0.2013418670192225) | > loss_0: 2.120579242706299 (2.226658711260538) | > grad_norm_0: tensor(46.3273, device='cuda:0') (tensor(66.4740, device='cuda:0')) | > loss_gen: 3.0718703269958496 (2.8053091559165213) | > loss_kl: 2.0394515991210938 (2.172525520411143) | > loss_feat: 8.961189270019531 (8.580530149338824) | > loss_mel: 14.86446475982666 (15.22503910468064) | > loss_duration: 1.6431937217712402 (1.6135244567588738) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.580169677734375 (30.396928516399463) | > grad_norm_1: tensor(620.5563, device='cuda:0') (tensor(992.8667, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.8315 (0.826685941471434) | > loader_time: 0.011 (0.011329091927796332)  --> TIME: 2025-02-20 09:35:17 -- STEP: 381/924 -- GLOBAL_STEP: 110000 | > loss_disc: 2.017822742462158 (2.22553542373687) | > loss_disc_real_0: 0.0537036769092083 (0.11848879025716172) | > loss_disc_real_1: 0.1656375676393509 (0.19104748944754352) | > loss_disc_real_2: 0.20042768120765686 (0.2041229174675278) | > loss_disc_real_3: 0.2143019139766693 (0.2061821771810061) | > loss_disc_real_4: 0.2046031504869461 (0.2109334208755669) | > loss_disc_real_5: 0.21741309762001038 (0.20090876756299506) | > loss_0: 2.017822742462158 (2.22553542373687) | > grad_norm_0: tensor(41.6248, device='cuda:0') (tensor(65.3695, device='cuda:0')) | > loss_gen: 3.039997100830078 (2.8069858926487745) | > loss_kl: 2.227851390838623 (2.174439431175475) | > loss_feat: 9.91505241394043 (8.580239222118548) | > loss_mel: 16.577489852905273 (15.232233555611037) | > loss_duration: 1.5714845657348633 (1.6133947829249025) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.33187484741211 (30.407293004313793) | > grad_norm_1: tensor(1120.3379, device='cuda:0') (tensor(986.0864, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.7867 (0.8264642187303758) | > loader_time: 0.0101 (0.011327668437807581) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_110000.pth  --> TIME: 2025-02-20 09:36:02 -- STEP: 431/924 -- GLOBAL_STEP: 110050 | > loss_disc: 2.33268666267395 (2.230028308737858) | > loss_disc_real_0: 0.10598447173833847 (0.11903850333181726) | > loss_disc_real_1: 0.21677592396736145 (0.19139514424408108) | > loss_disc_real_2: 0.20535415410995483 (0.20473909433369294) | > loss_disc_real_3: 0.2587248384952545 (0.20668005144651416) | > loss_disc_real_4: 0.23488906025886536 (0.21129328053954588) | > loss_disc_real_5: 0.22183655202388763 (0.20115611788637394) | > loss_0: 2.33268666267395 (2.230028308737858) | > grad_norm_0: tensor(56.7194, device='cuda:0') (tensor(64.4488, device='cuda:0')) | > loss_gen: 2.5594260692596436 (2.8017889385710206) | > loss_kl: 2.269418716430664 (2.173855562221149) | > loss_feat: 7.4599504470825195 (8.547322143811359) | > loss_mel: 14.828060150146484 (15.206713705217755) | > loss_duration: 1.5921986103057861 (1.6134164443978578) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.709054946899414 (30.343096921172883) | > grad_norm_1: tensor(747.5952, device='cuda:0') (tensor(981.7394, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.8518 (0.8276347040853478) | > loader_time: 0.0103 (0.011343510687489523)  --> TIME: 2025-02-20 09:36:44 -- STEP: 481/924 -- GLOBAL_STEP: 110100 | > loss_disc: 2.3288369178771973 (2.2284470749496172) | > loss_disc_real_0: 0.17723912000656128 (0.1191955152085814) | > loss_disc_real_1: 0.1764395534992218 (0.19116655878118557) | > loss_disc_real_2: 0.20930549502372742 (0.20397360598099207) | > loss_disc_real_3: 0.21005193889141083 (0.20662891880266385) | > loss_disc_real_4: 0.22864951193332672 (0.2113241262098856) | > loss_disc_real_5: 0.2210228592157364 (0.2012282622176495) | > loss_0: 2.3288369178771973 (2.2284470749496172) | > grad_norm_0: tensor(108.7141, device='cuda:0') (tensor(63.6244, device='cuda:0')) | > loss_gen: 2.649554491043091 (2.7994039336262047) | > loss_kl: 2.176288604736328 (2.174949955295873) | > loss_feat: 8.664128303527832 (8.536551254454867) | > loss_mel: 15.189738273620605 (15.18211426011242) | > loss_duration: 1.5906379222869873 (1.6130214163766334) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.270347595214844 (30.30604094427985) | > grad_norm_1: tensor(1060.3396, device='cuda:0') (tensor(982.6931, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.8244 (0.8275954872059971) | > loader_time: 0.0105 (0.011307594434139388)  --> TIME: 2025-02-20 09:37:26 -- STEP: 531/924 -- GLOBAL_STEP: 110150 | > loss_disc: 2.320749521255493 (2.2289302683594987) | > loss_disc_real_0: 0.11962708085775375 (0.1188953848741598) | > loss_disc_real_1: 0.18107251822948456 (0.19148538016105546) | > loss_disc_real_2: 0.2026616632938385 (0.20374361985484085) | > loss_disc_real_3: 0.2256307750940323 (0.20689571097408985) | > loss_disc_real_4: 0.19799037277698517 (0.21131871755738274) | > loss_disc_real_5: 0.24048961699008942 (0.20153824214713043) | > loss_0: 2.320749521255493 (2.2289302683594987) | > grad_norm_0: tensor(64.2161, device='cuda:0') (tensor(63.4845, device='cuda:0')) | > loss_gen: 2.595756769180298 (2.798364406700639) | > loss_kl: 2.281703233718872 (2.1737504378101478) | > loss_feat: 8.351404190063477 (8.53763556704907) | > loss_mel: 16.254680633544922 (15.187759293450249) | > loss_duration: 1.6353679895401 (1.612804783266143) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.118911743164062 (30.31031458436208) | > grad_norm_1: tensor(337.5454, device='cuda:0') (tensor(975.7949, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.8246 (0.8269471085004214) | > loader_time: 0.0106 (0.011303075513821764)  --> TIME: 2025-02-20 09:38:08 -- STEP: 581/924 -- GLOBAL_STEP: 110200 | > loss_disc: 2.0700571537017822 (2.2262970646154057) | > loss_disc_real_0: 0.11105544865131378 (0.11761323106755699) | > loss_disc_real_1: 0.20450067520141602 (0.19170331931873355) | > loss_disc_real_2: 0.20975953340530396 (0.20356227077941275) | > loss_disc_real_3: 0.20938046276569366 (0.2066304443881762) | > loss_disc_real_4: 0.2178831398487091 (0.21127279284899086) | > loss_disc_real_5: 0.18956173956394196 (0.2013829203126968) | > loss_0: 2.0700571537017822 (2.2262970646154057) | > grad_norm_0: tensor(66.1961, device='cuda:0') (tensor(62.5347, device='cuda:0')) | > loss_gen: 3.001472234725952 (2.801699555474183) | > loss_kl: 2.1403961181640625 (2.172923164400505) | > loss_feat: 8.983001708984375 (8.547391573040903) | > loss_mel: 15.501628875732422 (15.190420045704933) | > loss_duration: 1.59647798538208 (1.6128086514399096) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.222976684570312 (30.325243055307517) | > grad_norm_1: tensor(878.4467, device='cuda:0') (tensor(976.4391, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.7638 (0.8269951946764103) | > loader_time: 0.0089 (0.011297985116298757)  --> TIME: 2025-02-20 09:38:51 -- STEP: 631/924 -- GLOBAL_STEP: 110250 | > loss_disc: 2.259931802749634 (2.226037532894058) | > loss_disc_real_0: 0.0708157867193222 (0.1177240240250356) | > loss_disc_real_1: 0.1852359175682068 (0.19159720977399308) | > loss_disc_real_2: 0.18443801999092102 (0.2035808975316832) | > loss_disc_real_3: 0.2004535049200058 (0.20676145465268198) | > loss_disc_real_4: 0.20229658484458923 (0.21115536116382408) | > loss_disc_real_5: 0.2020227462053299 (0.20130784260537088) | > loss_0: 2.259931802749634 (2.226037532894058) | > grad_norm_0: tensor(57.9206, device='cuda:0') (tensor(63.4619, device='cuda:0')) | > loss_gen: 2.5320188999176025 (2.801686245741447) | > loss_kl: 2.2835376262664795 (2.1759327430921567) | > loss_feat: 8.049322128295898 (8.550804045234347) | > loss_mel: 14.22957992553711 (15.199641582894062) | > loss_duration: 1.6349897384643555 (1.6123650946821155) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.729446411132812 (30.340429750372984) | > grad_norm_1: tensor(1328.9884, device='cuda:0') (tensor(987.9897, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.8082 (0.8268840619010136) | > loader_time: 0.0106 (0.01134583046999294)  --> TIME: 2025-02-20 09:39:33 -- STEP: 681/924 -- GLOBAL_STEP: 110300 | > loss_disc: 2.2655770778656006 (2.2258195870073205) | > loss_disc_real_0: 0.13752040266990662 (0.11694649267236046) | > loss_disc_real_1: 0.18654599785804749 (0.19162441057080556) | > loss_disc_real_2: 0.21163992583751678 (0.20385765550157572) | > loss_disc_real_3: 0.21359531581401825 (0.20668853119168862) | > loss_disc_real_4: 0.18118828535079956 (0.21126029466479893) | > loss_disc_real_5: 0.2038826197385788 (0.20149549667924507) | > loss_0: 2.2655770778656006 (2.2258195870073205) | > grad_norm_0: tensor(86.2195, device='cuda:0') (tensor(62.9052, device='cuda:0')) | > loss_gen: 2.676647424697876 (2.8026664418095906) | > loss_kl: 2.4022257328033447 (2.1748511378110407) | > loss_feat: 8.310786247253418 (8.562508309990292) | > loss_mel: 14.901894569396973 (15.208882655341194) | > loss_duration: 1.5736050605773926 (1.6122155667401614) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.865158081054688 (30.36112416473254) | > grad_norm_1: tensor(1181.0001, device='cuda:0') (tensor(988.7686, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.8436 (0.8267537994356754) | > loader_time: 0.0146 (0.011371518021638168)  --> TIME: 2025-02-20 09:40:15 -- STEP: 731/924 -- GLOBAL_STEP: 110350 | > loss_disc: 2.0790932178497314 (2.223923001993864) | > loss_disc_real_0: 0.04193112254142761 (0.11644847840376497) | > loss_disc_real_1: 0.16475844383239746 (0.19144609827349507) | > loss_disc_real_2: 0.17916850745677948 (0.2036913627027324) | > loss_disc_real_3: 0.18731214106082916 (0.20667427992282586) | > loss_disc_real_4: 0.18050894141197205 (0.21112669594636865) | > loss_disc_real_5: 0.1798030436038971 (0.2017427714574679) | > loss_0: 2.0790932178497314 (2.223923001993864) | > grad_norm_0: tensor(72.4539, device='cuda:0') (tensor(63.6176, device='cuda:0')) | > loss_gen: 2.8644073009490967 (2.8086243654243295) | > loss_kl: 2.180328845977783 (2.1742232569917626) | > loss_feat: 9.977303504943848 (8.584915136345101) | > loss_mel: 16.130184173583984 (15.234172575777109) | > loss_duration: 1.6299299001693726 (1.6122787536902885) | > amp_scaler: 128.0 (128.52530779753764) | > loss_1: 32.78215408325195 (30.414214145957853) | > grad_norm_1: tensor(1177.2384, device='cuda:0') (tensor(981.8489, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.8371 (0.8269863568970016) | > loader_time: 0.0117 (0.011394076732212797)  --> TIME: 2025-02-20 09:40:58 -- STEP: 781/924 -- GLOBAL_STEP: 110400 | > loss_disc: 2.3040928840637207 (2.2244138948132846) | > loss_disc_real_0: 0.0882733017206192 (0.11565426293946568) | > loss_disc_real_1: 0.19743339717388153 (0.1916367640568565) | > loss_disc_real_2: 0.20233237743377686 (0.20365970859378005) | > loss_disc_real_3: 0.2175452560186386 (0.2067898492997801) | > loss_disc_real_4: 0.22633695602416992 (0.211421406108805) | > loss_disc_real_5: 0.222833514213562 (0.20187340942944818) | > loss_0: 2.3040928840637207 (2.2244138948132846) | > grad_norm_0: tensor(54.0892, device='cuda:0') (tensor(63.4262, device='cuda:0')) | > loss_gen: 2.8145079612731934 (2.806871569874042) | > loss_kl: 2.370239496231079 (2.172789914659899) | > loss_feat: 9.047554016113281 (8.571077580030682) | > loss_mel: 15.106841087341309 (15.217212349748795) | > loss_duration: 1.5822492837905884 (1.6127032162132697) | > amp_scaler: 128.0 (128.49167733674773) | > loss_1: 30.9213924407959 (30.380654687918103) | > grad_norm_1: tensor(1406.3667, device='cuda:0') (tensor(983.3084, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.7897 (0.8276591868773004) | > loader_time: 0.0092 (0.011395426932126088)  --> TIME: 2025-02-20 09:41:39 -- STEP: 831/924 -- GLOBAL_STEP: 110450 | > loss_disc: 2.2995166778564453 (2.224642166018343) | > loss_disc_real_0: 0.12417002022266388 (0.11566837113597193) | > loss_disc_real_1: 0.2103281021118164 (0.19162564609024924) | > loss_disc_real_2: 0.24826297163963318 (0.2037572518582809) | > loss_disc_real_3: 0.20967431366443634 (0.20685428119164798) | > loss_disc_real_4: 0.23479001224040985 (0.21136213066202073) | > loss_disc_real_5: 0.22821144759655 (0.20214611373474162) | > loss_0: 2.2995166778564453 (2.224642166018343) | > grad_norm_0: tensor(36.1692, device='cuda:0') (tensor(64.0921, device='cuda:0')) | > loss_gen: 2.749884843826294 (2.806455870397687) | > loss_kl: 2.325157880783081 (2.175763427996033) | > loss_feat: 7.713003635406494 (8.568417700619468) | > loss_mel: 14.43281078338623 (15.21900949351911) | > loss_duration: 1.6156814098358154 (1.6120326055659853) | > amp_scaler: 128.0 (128.4620938628158) | > loss_1: 28.836538314819336 (30.381679163082413) | > grad_norm_1: tensor(1236.4170, device='cuda:0') (tensor(985.4614, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.829 (0.8270851765298669) | > loader_time: 0.0116 (0.011406066759111788)  --> TIME: 2025-02-20 09:42:21 -- STEP: 881/924 -- GLOBAL_STEP: 110500 | > loss_disc: 2.0752642154693604 (2.2242250217888047) | > loss_disc_real_0: 0.058935169130563736 (0.11591399009429369) | > loss_disc_real_1: 0.16066527366638184 (0.19150557738562848) | > loss_disc_real_2: 0.1884237378835678 (0.2036694541285988) | > loss_disc_real_3: 0.19763028621673584 (0.20680675668288848) | > loss_disc_real_4: 0.22019270062446594 (0.21146165330077143) | > loss_disc_real_5: 0.20673000812530518 (0.20196469367463793) | > loss_0: 2.0752642154693604 (2.2242250217888047) | > grad_norm_0: tensor(39.8771, device='cuda:0') (tensor(64.7613, device='cuda:0')) | > loss_gen: 2.9807212352752686 (2.807285079349862) | > loss_kl: 2.1596484184265137 (2.1764205412751014) | > loss_feat: 9.385990142822266 (8.56632053189055) | > loss_mel: 14.815030097961426 (15.214484392311192) | > loss_duration: 1.6141159534454346 (1.6122185815882597) | > amp_scaler: 128.0 (128.43586833144144) | > loss_1: 30.95550537109375 (30.376729207466465) | > grad_norm_1: tensor(766.2616, device='cuda:0') (tensor(993.8491, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.8006 (0.8265554233793501) | > loader_time: 0.0112 (0.011409391204019948)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3662261962890625 (2.3662261962890625) | > loss_disc_real_0: 0.1669187992811203 (0.1669187992811203) | > loss_disc_real_1: 0.21112938225269318 (0.21112938225269318) | > loss_disc_real_2: 0.20682814717292786 (0.20682814717292786) | > loss_disc_real_3: 0.17711858451366425 (0.17711858451366425) | > loss_disc_real_4: 0.22293591499328613 (0.22293591499328613) | > loss_disc_real_5: 0.19405658543109894 (0.19405658543109894) | > loss_0: 2.3662261962890625 (2.3662261962890625) | > loss_gen: 2.3297321796417236 (2.3297321796417236) | > loss_kl: 2.090399980545044 (2.090399980545044) | > loss_feat: 7.355743885040283 (7.355743885040283) | > loss_mel: 12.808926582336426 (12.808926582336426) | > loss_duration: 1.6875154972076416 (1.6875154972076416) | > loss_1: 26.27231788635254 (26.27231788635254)  --> STEP: 1 | > loss_disc: 2.3713302612304688 (2.3713302612304688) | > loss_disc_real_0: 0.18669815361499786 (0.18669815361499786) | > loss_disc_real_1: 0.21844051778316498 (0.21844051778316498) | > loss_disc_real_2: 0.2154804915189743 (0.2154804915189743) | > loss_disc_real_3: 0.21100792288780212 (0.21100792288780212) | > loss_disc_real_4: 0.23550526797771454 (0.23550526797771454) | > loss_disc_real_5: 0.2275172770023346 (0.2275172770023346) | > loss_0: 2.3713302612304688 (2.3713302612304688) | > loss_gen: 2.5833523273468018 (2.5833523273468018) | > loss_kl: 2.082852840423584 (2.082852840423584) | > loss_feat: 8.067386627197266 (8.067386627197266) | > loss_mel: 14.749616622924805 (14.749616622924805) | > loss_duration: 1.6918729543685913 (1.6918729543685913) | > loss_1: 29.17508316040039 (29.17508316040039)  --> STEP: 2 | > loss_disc: 2.359811782836914 (2.3655710220336914) | > loss_disc_real_0: 0.1492580771446228 (0.16797811537981033) | > loss_disc_real_1: 0.20919620990753174 (0.21381836384534836) | > loss_disc_real_2: 0.19647371768951416 (0.20597710460424423) | > loss_disc_real_3: 0.19263841211795807 (0.2018231675028801) | > loss_disc_real_4: 0.2446574866771698 (0.24008137732744217) | > loss_disc_real_5: 0.198330819606781 (0.2129240483045578) | > loss_0: 2.359811782836914 (2.3655710220336914) | > loss_gen: 2.449042320251465 (2.5161973237991333) | > loss_kl: 2.2736594676971436 (2.1782561540603638) | > loss_feat: 7.981911659240723 (8.024649143218994) | > loss_mel: 14.286422729492188 (14.518019676208496) | > loss_duration: 1.5697276592254639 (1.6308003067970276) | > loss_1: 28.560762405395508 (28.86792278289795)  --> STEP: 3 | > loss_disc: 2.2799839973449707 (2.3370420138041177) | > loss_disc_real_0: 0.16300351917743683 (0.16631991664568582) | > loss_disc_real_1: 0.19550178945064545 (0.20771283904711405) | > loss_disc_real_2: 0.18530507385730743 (0.19908642768859863) | > loss_disc_real_3: 0.19447337090969086 (0.19937323530515036) | > loss_disc_real_4: 0.207779198884964 (0.22931398451328278) | > loss_disc_real_5: 0.20661504566669464 (0.21082104742527008) | > loss_0: 2.2799839973449707 (2.3370420138041177) | > loss_gen: 2.4974184036254883 (2.5099376837412515) | > loss_kl: 1.9536683559417725 (2.1033935546875) | > loss_feat: 7.405015468597412 (7.8181045850118) | > loss_mel: 13.943875312805176 (14.326638221740723) | > loss_duration: 1.6472601890563965 (1.6362869342168171) | > loss_1: 27.447237014770508 (28.3943608601888)  --> STEP: 4 | > loss_disc: 2.41910457611084 (2.3575576543807983) | > loss_disc_real_0: 0.16688057780265808 (0.1664600819349289) | > loss_disc_real_1: 0.21217799186706543 (0.2088291272521019) | > loss_disc_real_2: 0.2072616070508957 (0.2011302225291729) | > loss_disc_real_3: 0.20189446210861206 (0.20000354200601578) | > loss_disc_real_4: 0.2044561356306076 (0.22309952229261398) | > loss_disc_real_5: 0.18974679708480835 (0.20555248484015465) | > loss_0: 2.41910457611084 (2.3575576543807983) | > loss_gen: 2.2165956497192383 (2.4366021752357483) | > loss_kl: 1.9844574928283691 (2.0736595392227173) | > loss_feat: 7.018589019775391 (7.618225693702698) | > loss_mel: 13.071937561035156 (14.012963056564331) | > loss_duration: 1.741434097290039 (1.6625737249851227) | > loss_1: 26.03301429748535 (27.80402421951294)  --> STEP: 5 | > loss_disc: 2.016925573348999 (2.2894312381744384) | > loss_disc_real_0: 0.10441508144140244 (0.1540510818362236) | > loss_disc_real_1: 0.14212960004806519 (0.19548922181129455) | > loss_disc_real_2: 0.16322019696235657 (0.19354821741580963) | > loss_disc_real_3: 0.19158391654491425 (0.19831961691379546) | > loss_disc_real_4: 0.15910889208316803 (0.2103013962507248) | > loss_disc_real_5: 0.21696394681930542 (0.2078347772359848) | > loss_0: 2.016925573348999 (2.2894312381744384) | > loss_gen: 3.014887571334839 (2.5522592544555662) | > loss_kl: 1.876312255859375 (2.0341900825500487) | > loss_feat: 11.192192077636719 (8.333018970489501) | > loss_mel: 16.318092346191406 (14.473988914489746) | > loss_duration: 1.5228663682937622 (1.6346322536468505) | > loss_1: 33.92435073852539 (29.02808952331543) --> EVAL PERFORMANCE | > avg_loader_time: 0.15449175834655762 (+0.0012312412261963057) | > avg_loss_disc: 2.2894312381744384 (-0.09029645919799822) | > avg_loss_disc_real_0: 0.1540510818362236 (+0.032989221811294545) | > avg_loss_disc_real_1: 0.19548922181129455 (+0.007153677940368641) | > avg_loss_disc_real_2: 0.19354821741580963 (+0.014246350526809698) | > avg_loss_disc_real_3: 0.19831961691379546 (-0.021373975276947038) | > avg_loss_disc_real_4: 0.2103013962507248 (-0.0026193320751189964) | > avg_loss_disc_real_5: 0.2078347772359848 (+0.0007654458284378218) | > avg_loss_0: 2.2894312381744384 (-0.09029645919799822) | > avg_loss_gen: 2.5522592544555662 (+0.3489690780639645) | > avg_loss_kl: 2.0341900825500487 (-0.020795345306396484) | > avg_loss_feat: 8.333018970489501 (+1.1660043716430657) | > avg_loss_mel: 14.473988914489746 (+0.9703369140625) | > avg_loss_duration: 1.6346322536468505 (-0.004885172843933194) | > avg_loss_1: 29.02808952331543 (+2.4596294403076158)  > EPOCH: 70/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 09:43:04)   --> TIME: 2025-02-20 09:43:12 -- STEP: 7/924 -- GLOBAL_STEP: 110550 | > loss_disc: 2.2456295490264893 (2.258252280099051) | > loss_disc_real_0: 0.07820352911949158 (0.12252375270639147) | > loss_disc_real_1: 0.1735697090625763 (0.18364763259887695) | > loss_disc_real_2: 0.18464618921279907 (0.2047949390751975) | > loss_disc_real_3: 0.21349968016147614 (0.21019808522292546) | > loss_disc_real_4: 0.2218216508626938 (0.21322124132088252) | > loss_disc_real_5: 0.22646291553974152 (0.20683062076568604) | > loss_0: 2.2456295490264893 (2.258252280099051) | > grad_norm_0: tensor(46.8484, device='cuda:0') (tensor(83.9949, device='cuda:0')) | > loss_gen: 2.882800579071045 (2.8729137011936734) | > loss_kl: 2.2097904682159424 (2.289989846093314) | > loss_feat: 8.81751537322998 (8.805231503077916) | > loss_mel: 16.657609939575195 (15.965143203735352) | > loss_duration: 1.591174840927124 (1.596862026623317) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.15888977050781 (31.530139923095703) | > grad_norm_1: tensor(1527.2317, device='cuda:0') (tensor(1326.2661, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.8539 (0.8269430569240025) | > loader_time: 0.0114 (0.010881832667759486)  --> TIME: 2025-02-20 09:43:54 -- STEP: 57/924 -- GLOBAL_STEP: 110600 | > loss_disc: 2.1605420112609863 (2.2228479594515083) | > loss_disc_real_0: 0.08531485497951508 (0.11725189778627011) | > loss_disc_real_1: 0.18375487625598907 (0.19097510764473363) | > loss_disc_real_2: 0.21649684011936188 (0.20543464678421355) | > loss_disc_real_3: 0.1995307356119156 (0.2055324088586004) | > loss_disc_real_4: 0.19359327852725983 (0.21025996067022024) | > loss_disc_real_5: 0.17742416262626648 (0.20250453603895088) | > loss_0: 2.1605420112609863 (2.2228479594515083) | > grad_norm_0: tensor(36.1730, device='cuda:0') (tensor(72.4790, device='cuda:0')) | > loss_gen: 2.8313920497894287 (2.8055480781354403) | > loss_kl: 2.339890480041504 (2.193530005321166) | > loss_feat: 8.965994834899902 (8.594669643201327) | > loss_mel: 15.444851875305176 (15.283826543573747) | > loss_duration: 1.584104299545288 (1.613965626348529) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.16623306274414 (30.49153957032321) | > grad_norm_1: tensor(1105.8988, device='cuda:0') (tensor(1070.7676, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.8391 (0.8232977850395337) | > loader_time: 0.012 (0.011126627001846044)  --> TIME: 2025-02-20 09:44:37 -- STEP: 107/924 -- GLOBAL_STEP: 110650 | > loss_disc: 2.32887864112854 (2.218404466860763) | > loss_disc_real_0: 0.10443083196878433 (0.11678040800529106) | > loss_disc_real_1: 0.195559561252594 (0.1910843083234591) | > loss_disc_real_2: 0.18830034136772156 (0.20286666344259388) | > loss_disc_real_3: 0.2114798128604889 (0.20595691777835382) | > loss_disc_real_4: 0.22459019720554352 (0.21041309137210668) | > loss_disc_real_5: 0.2585707902908325 (0.20257869362831116) | > loss_0: 2.32887864112854 (2.218404466860763) | > grad_norm_0: tensor(44.8798, device='cuda:0') (tensor(72.1316, device='cuda:0')) | > loss_gen: 2.4655630588531494 (2.8189578457413433) | > loss_kl: 1.9908374547958374 (2.209195451201679) | > loss_feat: 7.072543144226074 (8.588641313748935) | > loss_mel: 14.125687599182129 (15.239681065639603) | > loss_duration: 1.5873684883117676 (1.6152593788699567) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.24199867248535 (30.471734964958976) | > grad_norm_1: tensor(211.6191, device='cuda:0') (tensor(1066.7552, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.836 (0.8270933583518055) | > loader_time: 0.0151 (0.01128207857363692)  --> TIME: 2025-02-20 09:45:19 -- STEP: 157/924 -- GLOBAL_STEP: 110700 | > loss_disc: 2.4259090423583984 (2.2219537990108424) | > loss_disc_real_0: 0.08053844422101974 (0.11454572476399173) | > loss_disc_real_1: 0.21838627755641937 (0.19174052917273943) | > loss_disc_real_2: 0.22075603902339935 (0.20366849223519584) | > loss_disc_real_3: 0.211952343583107 (0.2068363943487216) | > loss_disc_real_4: 0.24215339124202728 (0.21047438984843575) | > loss_disc_real_5: 0.23508061468601227 (0.20373961652160447) | > loss_0: 2.4259090423583984 (2.2219537990108424) | > grad_norm_0: tensor(54.1490, device='cuda:0') (tensor(67.7156, device='cuda:0')) | > loss_gen: 2.4645309448242188 (2.8048437674334084) | > loss_kl: 2.1340651512145996 (2.20454341742643) | > loss_feat: 7.503089904785156 (8.517835343719286) | > loss_mel: 14.928240776062012 (15.157920132776734) | > loss_duration: 1.6221106052398682 (1.615869424904987) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.652036666870117 (30.301012112076876) | > grad_norm_1: tensor(983.7852, device='cuda:0') (tensor(1050.0514, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.8337 (0.8260995749455349) | > loader_time: 0.0113 (0.011315606961584393)  --> TIME: 2025-02-20 09:46:01 -- STEP: 207/924 -- GLOBAL_STEP: 110750 | > loss_disc: 2.070035696029663 (2.216940030959493) | > loss_disc_real_0: 0.06742063164710999 (0.11306479663232674) | > loss_disc_real_1: 0.1521586775779724 (0.19157158802960814) | > loss_disc_real_2: 0.18794800341129303 (0.20264097263559627) | > loss_disc_real_3: 0.1636168509721756 (0.20673551565207146) | > loss_disc_real_4: 0.18525303900241852 (0.21034125695769915) | > loss_disc_real_5: 0.23032499849796295 (0.20292023565746156) | > loss_0: 2.070035696029663 (2.216940030959493) | > grad_norm_0: tensor(93.6343, device='cuda:0') (tensor(67.9500, device='cuda:0')) | > loss_gen: 3.039766311645508 (2.8128692136294577) | > loss_kl: 2.1101553440093994 (2.1992728917495055) | > loss_feat: 9.609119415283203 (8.55537822972173) | > loss_mel: 16.753999710083008 (15.192759587568938) | > loss_duration: 1.645384430885315 (1.6137562494922948) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.158424377441406 (30.37403617158604) | > grad_norm_1: tensor(1490.9750, device='cuda:0') (tensor(1071.5588, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.8198 (0.8258714491618429) | > loader_time: 0.0106 (0.011420579348209404)  --> TIME: 2025-02-20 09:46:43 -- STEP: 257/924 -- GLOBAL_STEP: 110800 | > loss_disc: 2.3385815620422363 (2.2159290425044547) | > loss_disc_real_0: 0.06413029134273529 (0.11024780111959936) | > loss_disc_real_1: 0.18803919851779938 (0.19207897596786) | > loss_disc_real_2: 0.25799763202667236 (0.20342930965850325) | > loss_disc_real_3: 0.19623656570911407 (0.20704658810730575) | > loss_disc_real_4: 0.22683556377887726 (0.2102329906090688) | > loss_disc_real_5: 0.20562615990638733 (0.20314399660329407) | > loss_0: 2.3385815620422363 (2.2159290425044547) | > grad_norm_0: tensor(102.7493, device='cuda:0') (tensor(66.7197, device='cuda:0')) | > loss_gen: 2.5400381088256836 (2.8213861897761703) | > loss_kl: 2.190964460372925 (2.1969530392249728) | > loss_feat: 7.6087446212768555 (8.575458003389231) | > loss_mel: 16.19493865966797 (15.19435622812709) | > loss_duration: 1.6363286972045898 (1.6147801537458069) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.171016693115234 (30.40293363281725) | > grad_norm_1: tensor(580.6074, device='cuda:0') (tensor(1035.4348, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.8551 (0.8250441124467071) | > loader_time: 0.0111 (0.011448886144022072)  --> TIME: 2025-02-20 09:47:25 -- STEP: 307/924 -- GLOBAL_STEP: 110850 | > loss_disc: 2.082420587539673 (2.2185739985506374) | > loss_disc_real_0: 0.05155501887202263 (0.11012533492733291) | > loss_disc_real_1: 0.17780335247516632 (0.1921542800890118) | > loss_disc_real_2: 0.18750904500484467 (0.20377306824592503) | > loss_disc_real_3: 0.19119206070899963 (0.2074798620776167) | > loss_disc_real_4: 0.20975390076637268 (0.2107185091859743) | > loss_disc_real_5: 0.14467306435108185 (0.2030394089435521) | > loss_0: 2.082420587539673 (2.2185739985506374) | > grad_norm_0: tensor(24.0983, device='cuda:0') (tensor(66.7114, device='cuda:0')) | > loss_gen: 2.9018867015838623 (2.822629754628731) | > loss_kl: 2.250504493713379 (2.194679212880832) | > loss_feat: 9.283979415893555 (8.57397596688534) | > loss_mel: 15.946202278137207 (15.187975765439509) | > loss_duration: 1.6072630882263184 (1.6143872217557325) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.989835739135742 (30.39364793013284) | > grad_norm_1: tensor(1117.1448, device='cuda:0') (tensor(1007.6497, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.8013 (0.8249546231198388) | > loader_time: 0.0145 (0.011539132276653081)  --> TIME: 2025-02-20 09:48:07 -- STEP: 357/924 -- GLOBAL_STEP: 110900 | > loss_disc: 2.3792736530303955 (2.2218288590594155) | > loss_disc_real_0: 0.06550049036741257 (0.10969375680182494) | > loss_disc_real_1: 0.23863056302070618 (0.19228278008662686) | > loss_disc_real_2: 0.1791941374540329 (0.20411148274980007) | > loss_disc_real_3: 0.1892133206129074 (0.2077359018706474) | > loss_disc_real_4: 0.21317091584205627 (0.21101187386599576) | > loss_disc_real_5: 0.21434299647808075 (0.20376175450009784) | > loss_0: 2.3792736530303955 (2.2218288590594155) | > grad_norm_0: tensor(32.5785, device='cuda:0') (tensor(64.5676, device='cuda:0')) | > loss_gen: 2.3884873390197754 (2.81698962219623) | > loss_kl: 2.0174002647399902 (2.191847265601493) | > loss_feat: 7.053178787231445 (8.556461881856617) | > loss_mel: 14.011885643005371 (15.179565133166914) | > loss_duration: 1.646005630493164 (1.6146661520672105) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.116958618164062 (30.35953005622415) | > grad_norm_1: tensor(858.1719, device='cuda:0') (tensor(991.8423, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.8092 (0.8258094800954437) | > loader_time: 0.0135 (0.011583875875179173)  --> TIME: 2025-02-20 09:48:49 -- STEP: 407/924 -- GLOBAL_STEP: 110950 | > loss_disc: 2.298105001449585 (2.2186226080325073) | > loss_disc_real_0: 0.14332550764083862 (0.10961178943734497) | > loss_disc_real_1: 0.20910222828388214 (0.19193082582892013) | > loss_disc_real_2: 0.15996021032333374 (0.20361626415492862) | > loss_disc_real_3: 0.20759843289852142 (0.20726674271596446) | > loss_disc_real_4: 0.19662608206272125 (0.210927909217244) | > loss_disc_real_5: 0.2065245360136032 (0.20345753098149258) | > loss_0: 2.298105001449585 (2.2186226080325073) | > grad_norm_0: tensor(142.1584, device='cuda:0') (tensor(64.1605, device='cuda:0')) | > loss_gen: 2.726353883743286 (2.815085638360252) | > loss_kl: 2.1346795558929443 (2.189792430664457) | > loss_feat: 8.323553085327148 (8.564066437011254) | > loss_mel: 15.311029434204102 (15.189828050224435) | > loss_duration: 1.5997142791748047 (1.6150472541991845) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.0953311920166 (30.373819824518677) | > grad_norm_1: tensor(1514.6716, device='cuda:0') (tensor(1007.9191, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.8438 (0.8258151879181732) | > loader_time: 0.014 (0.011665877311762779)  --> TIME: 2025-02-20 09:49:32 -- STEP: 457/924 -- GLOBAL_STEP: 111000 | > loss_disc: 2.2755348682403564 (2.220295431838254) | > loss_disc_real_0: 0.18532894551753998 (0.11134043439440185) | > loss_disc_real_1: 0.1880866140127182 (0.19208336659020356) | > loss_disc_real_2: 0.21647821366786957 (0.20341134863687552) | > loss_disc_real_3: 0.20794576406478882 (0.2072949132655851) | > loss_disc_real_4: 0.22005319595336914 (0.21114109244597037) | > loss_disc_real_5: 0.18328778445720673 (0.20301676223653667) | > loss_0: 2.2755348682403564 (2.220295431838254) | > grad_norm_0: tensor(94.9843, device='cuda:0') (tensor(63.9320, device='cuda:0')) | > loss_gen: 2.820173978805542 (2.814551923155003) | > loss_kl: 2.092764139175415 (2.189751721054513) | > loss_feat: 8.109844207763672 (8.559556732553338) | > loss_mel: 15.184999465942383 (15.197233609088922) | > loss_duration: 1.63877272605896 (1.6147302608260437) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.846553802490234 (30.375824250068916) | > grad_norm_1: tensor(935.3012, device='cuda:0') (tensor(997.9642, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.8383 (0.8268033858201174) | > loader_time: 0.0109 (0.011669863757210696) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_111000.pth  --> TIME: 2025-02-20 09:50:16 -- STEP: 507/924 -- GLOBAL_STEP: 111050 | > loss_disc: 2.4576683044433594 (2.22315599861935) | > loss_disc_real_0: 0.08278929442167282 (0.1124649180257344) | > loss_disc_real_1: 0.20130760967731476 (0.19186581932816515) | > loss_disc_real_2: 0.20891034603118896 (0.20355777833353603) | > loss_disc_real_3: 0.22378453612327576 (0.20733589530578966) | > loss_disc_real_4: 0.21995745599269867 (0.21115232792479047) | > loss_disc_real_5: 0.21653364598751068 (0.20335276351407663) | > loss_0: 2.4576683044433594 (2.22315599861935) | > grad_norm_0: tensor(77.8095, device='cuda:0') (tensor(64.4204, device='cuda:0')) | > loss_gen: 2.3753817081451416 (2.810947313346337) | > loss_kl: 2.076024055480957 (2.1883831988189835) | > loss_feat: 6.888919353485107 (8.545469989438011) | > loss_mel: 15.267314910888672 (15.192122946594358) | > loss_duration: 1.6529771089553833 (1.6145715146845374) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.260616302490234 (30.351494975343964) | > grad_norm_1: tensor(342.8527, device='cuda:0') (tensor(1007.9576, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.8589 (0.827104899539985) | > loader_time: 0.0116 (0.011639045305270886)  --> TIME: 2025-02-20 09:50:58 -- STEP: 557/924 -- GLOBAL_STEP: 111100 | > loss_disc: 2.269968032836914 (2.221261238495366) | > loss_disc_real_0: 0.09699653089046478 (0.1120277343508478) | > loss_disc_real_1: 0.19094857573509216 (0.19175614742980182) | > loss_disc_real_2: 0.20097675919532776 (0.20336925218306495) | > loss_disc_real_3: 0.19440799951553345 (0.2073774070510745) | > loss_disc_real_4: 0.20204731822013855 (0.21108770512271827) | > loss_disc_real_5: 0.2431497424840927 (0.20309175807761973) | > loss_0: 2.269968032836914 (2.221261238495366) | > grad_norm_0: tensor(44.6512, device='cuda:0') (tensor(64.4588, device='cuda:0')) | > loss_gen: 2.586291790008545 (2.8114409288341315) | > loss_kl: 2.0215532779693604 (2.184599652110569) | > loss_feat: 7.707592487335205 (8.553669837047625) | > loss_mel: 13.200237274169922 (15.190667859527752) | > loss_duration: 1.639166235923767 (1.614828496689856) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.15484046936035 (30.355206799464337) | > grad_norm_1: tensor(698.1860, device='cuda:0') (tensor(1013.5208, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.8314 (0.826794998008002) | > loader_time: 0.0119 (0.01155876813713909)  --> TIME: 2025-02-20 09:51:40 -- STEP: 607/924 -- GLOBAL_STEP: 111150 | > loss_disc: 2.2748286724090576 (2.2209509406883194) | > loss_disc_real_0: 0.14126363396644592 (0.11161735091094521) | > loss_disc_real_1: 0.1684906929731369 (0.191628943116111) | > loss_disc_real_2: 0.19736723601818085 (0.20346883447500197) | > loss_disc_real_3: 0.17681196331977844 (0.2072892596291554) | > loss_disc_real_4: 0.18571977317333221 (0.21124961957507316) | > loss_disc_real_5: 0.1599905788898468 (0.20287296058122176) | > loss_0: 2.2748286724090576 (2.2209509406883194) | > grad_norm_0: tensor(60.1756, device='cuda:0') (tensor(64.6287, device='cuda:0')) | > loss_gen: 2.682746410369873 (2.8125112096010367) | > loss_kl: 2.3283889293670654 (2.1855793723950097) | > loss_feat: 8.751849174499512 (8.558440545441863) | > loss_mel: 15.006977081298828 (15.185403283384723) | > loss_duration: 1.6018686294555664 (1.6146196885006823) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.371829986572266 (30.35655412878197) | > grad_norm_1: tensor(1096.1552, device='cuda:0') (tensor(1016.1153, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.8649 (0.826514244865154) | > loader_time: 0.0113 (0.011495270878322042)  --> TIME: 2025-02-20 09:52:23 -- STEP: 657/924 -- GLOBAL_STEP: 111200 | > loss_disc: 2.417393684387207 (2.2216430525075714) | > loss_disc_real_0: 0.07667698711156845 (0.1119616313169808) | > loss_disc_real_1: 0.19030848145484924 (0.19154277759146293) | > loss_disc_real_2: 0.1858707070350647 (0.20348526916184564) | > loss_disc_real_3: 0.20820292830467224 (0.2072953279250652) | > loss_disc_real_4: 0.2465655505657196 (0.21131612873059247) | > loss_disc_real_5: 0.2349196970462799 (0.2029781305036952) | > loss_0: 2.417393684387207 (2.2216430525075714) | > grad_norm_0: tensor(83.1729, device='cuda:0') (tensor(65.5728, device='cuda:0')) | > loss_gen: 2.523132801055908 (2.8120756664595477) | > loss_kl: 2.2183878421783447 (2.184570196556721) | > loss_feat: 8.143693923950195 (8.55833436727885) | > loss_mel: 16.500083923339844 (15.194436340390094) | > loss_duration: 1.598176121711731 (1.6140430575999307) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.983474731445312 (30.36345964661109) | > grad_norm_1: tensor(245.3439, device='cuda:0') (tensor(1029.0527, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 1.1903 (0.827011665797125) | > loader_time: 0.0096 (0.011436766503971284)  --> TIME: 2025-02-20 09:53:05 -- STEP: 707/924 -- GLOBAL_STEP: 111250 | > loss_disc: 1.9874509572982788 (2.2210745907571727) | > loss_disc_real_0: 0.08540426194667816 (0.11206901293706352) | > loss_disc_real_1: 0.1627868264913559 (0.1915925521998965) | > loss_disc_real_2: 0.18878091871738434 (0.2033796484306813) | > loss_disc_real_3: 0.18646039068698883 (0.20732886688796942) | > loss_disc_real_4: 0.18921639025211334 (0.211194661794997) | > loss_disc_real_5: 0.22418645024299622 (0.20293077080388056) | > loss_0: 1.9874509572982788 (2.2210745907571727) | > grad_norm_0: tensor(58.8001, device='cuda:0') (tensor(66.0117, device='cuda:0')) | > loss_gen: 3.2373769283294678 (2.813332819702603) | > loss_kl: 2.123164415359497 (2.1814471495033496) | > loss_feat: 9.94448471069336 (8.562635724581604) | > loss_mel: 15.975062370300293 (15.195791073196174) | > loss_duration: 1.6345611810684204 (1.614155231135906) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.914649963378906 (30.36736203454003) | > grad_norm_1: tensor(1292.0034, device='cuda:0') (tensor(1030.8756, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.8469 (0.8269752619795958) | > loader_time: 0.0116 (0.011398173457662326)  --> TIME: 2025-02-20 09:53:47 -- STEP: 757/924 -- GLOBAL_STEP: 111300 | > loss_disc: 1.9644441604614258 (2.220267269066492) | > loss_disc_real_0: 0.042365096509456635 (0.11176785816348683) | > loss_disc_real_1: 0.17387254536151886 (0.191437254670904) | > loss_disc_real_2: 0.19615165889263153 (0.20337687791023734) | > loss_disc_real_3: 0.22815145552158356 (0.2073631761411065) | > loss_disc_real_4: 0.2215985506772995 (0.21125196768869026) | > loss_disc_real_5: 0.20995712280273438 (0.20294625194967195) | > loss_0: 1.9644441604614258 (2.220267269066492) | > grad_norm_0: tensor(9.3288, device='cuda:0') (tensor(65.9976, device='cuda:0')) | > loss_gen: 3.185138702392578 (2.816627961956213) | > loss_kl: 2.1309194564819336 (2.1817455025613706) | > loss_feat: 10.09913444519043 (8.577477363803096) | > loss_mel: 15.863595008850098 (15.208899084768962) | > loss_duration: 1.639695644378662 (1.6142974251012658) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.91848373413086 (30.399047372835632) | > grad_norm_1: tensor(559.4385, device='cuda:0') (tensor(1022.8503, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.8577 (0.8271457166306412) | > loader_time: 0.011 (0.011369923776805485)  --> TIME: 2025-02-20 09:54:29 -- STEP: 807/924 -- GLOBAL_STEP: 111350 | > loss_disc: 2.060258388519287 (2.217575213723022) | > loss_disc_real_0: 0.046236552298069 (0.11013496741006217) | > loss_disc_real_1: 0.18655213713645935 (0.19137902358429135) | > loss_disc_real_2: 0.1701718121767044 (0.2032881291973251) | > loss_disc_real_3: 0.1720396876335144 (0.2073498161087249) | > loss_disc_real_4: 0.2024907022714615 (0.2112654747425254) | > loss_disc_real_5: 0.19508805871009827 (0.20283401852572872) | > loss_0: 2.060258388519287 (2.217575213723022) | > grad_norm_0: tensor(25.2508, device='cuda:0') (tensor(64.7391, device='cuda:0')) | > loss_gen: 2.822357177734375 (2.81853501799677) | > loss_kl: 2.0486671924591064 (2.1817783914977293) | > loss_feat: 8.62249755859375 (8.579193354539258) | > loss_mel: 15.442667007446289 (15.198501563279011) | > loss_duration: 1.5675523281097412 (1.614565531560479) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.503740310668945 (30.39257389196233) | > grad_norm_1: tensor(985.8529, device='cuda:0') (tensor(1014.0261, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.8355 (0.8268367685793061) | > loader_time: 0.0118 (0.011335498486014256)  --> TIME: 2025-02-20 09:55:11 -- STEP: 857/924 -- GLOBAL_STEP: 111400 | > loss_disc: 2.3245182037353516 (2.2182623181348626) | > loss_disc_real_0: 0.12464757263660431 (0.11018688965680092) | > loss_disc_real_1: 0.18126891553401947 (0.19130640790787987) | > loss_disc_real_2: 0.22190172970294952 (0.2033719830432322) | > loss_disc_real_3: 0.22053420543670654 (0.2074247393300681) | > loss_disc_real_4: 0.261506050825119 (0.21148444327896368) | > loss_disc_real_5: 0.20441719889640808 (0.2028523937232854) | > loss_0: 2.3245182037353516 (2.2182623181348626) | > grad_norm_0: tensor(15.7182, device='cuda:0') (tensor(64.2758, device='cuda:0')) | > loss_gen: 2.8772389888763428 (2.816552524666805) | > loss_kl: 2.1461238861083984 (2.182946476802802) | > loss_feat: 8.358110427856445 (8.573421044277328) | > loss_mel: 14.818900108337402 (15.194418775854478) | > loss_duration: 1.5836995840072632 (1.6143323124637399) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.784074783325195 (30.381671168840334) | > grad_norm_1: tensor(1008.2164, device='cuda:0') (tensor(1016.6357, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.8493 (0.8265637272019094) | > loader_time: 0.0113 (0.01134326382862924)  --> TIME: 2025-02-20 09:55:52 -- STEP: 907/924 -- GLOBAL_STEP: 111450 | > loss_disc: 2.1004838943481445 (2.218526175292876) | > loss_disc_real_0: 0.12216997146606445 (0.11098323019617774) | > loss_disc_real_1: 0.19598883390426636 (0.19133133359885923) | > loss_disc_real_2: 0.191279336810112 (0.20312208926270264) | > loss_disc_real_3: 0.19482044875621796 (0.20733293969812575) | > loss_disc_real_4: 0.21507644653320312 (0.21134866254923756) | > loss_disc_real_5: 0.1833977997303009 (0.20288769573860427) | > loss_0: 2.1004838943481445 (2.218526175292876) | > grad_norm_0: tensor(45.0721, device='cuda:0') (tensor(64.7494, device='cuda:0')) | > loss_gen: 3.0625765323638916 (2.8159060578099178) | > loss_kl: 2.244985342025757 (2.1839392173382244) | > loss_feat: 8.981892585754395 (8.576468740566288) | > loss_mel: 15.618010520935059 (15.200436790828011) | > loss_duration: 1.6419057846069336 (1.6141014632737092) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.54936981201172 (30.39085231936622) | > grad_norm_1: tensor(930.1115, device='cuda:0') (tensor(1021.9388, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.8091 (0.8257455507738984) | > loader_time: 0.012 (0.01135006576546498)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4277563095092773 (2.4277563095092773) | > loss_disc_real_0: 0.22815772891044617 (0.22815772891044617) | > loss_disc_real_1: 0.21192927658557892 (0.21192927658557892) | > loss_disc_real_2: 0.19181318581104279 (0.19181318581104279) | > loss_disc_real_3: 0.24224615097045898 (0.24224615097045898) | > loss_disc_real_4: 0.24968579411506653 (0.24968579411506653) | > loss_disc_real_5: 0.18582406640052795 (0.18582406640052795) | > loss_0: 2.4277563095092773 (2.4277563095092773) | > loss_gen: 2.5222909450531006 (2.5222909450531006) | > loss_kl: 2.0977423191070557 (2.0977423191070557) | > loss_feat: 7.638224124908447 (7.638224124908447) | > loss_mel: 14.95317268371582 (14.95317268371582) | > loss_duration: 1.6795430183410645 (1.6795430183410645) | > loss_1: 28.890974044799805 (28.890974044799805)  --> STEP: 1 | > loss_disc: 2.387533187866211 (2.387533187866211) | > loss_disc_real_0: 0.2675510346889496 (0.2675510346889496) | > loss_disc_real_1: 0.18824875354766846 (0.18824875354766846) | > loss_disc_real_2: 0.18188801407814026 (0.18188801407814026) | > loss_disc_real_3: 0.1914428472518921 (0.1914428472518921) | > loss_disc_real_4: 0.21783359348773956 (0.21783359348773956) | > loss_disc_real_5: 0.20321887731552124 (0.20321887731552124) | > loss_0: 2.387533187866211 (2.387533187866211) | > loss_gen: 2.4466097354888916 (2.4466097354888916) | > loss_kl: 1.9455841779708862 (1.9455841779708862) | > loss_feat: 7.260499954223633 (7.260499954223633) | > loss_mel: 14.400303840637207 (14.400303840637207) | > loss_duration: 1.6792380809783936 (1.6792380809783936) | > loss_1: 27.732234954833984 (27.732234954833984)  --> STEP: 2 | > loss_disc: 2.3039653301239014 (2.345749258995056) | > loss_disc_real_0: 0.212280735373497 (0.2399158850312233) | > loss_disc_real_1: 0.18546465039253235 (0.1868567019701004) | > loss_disc_real_2: 0.1904105246067047 (0.18614926934242249) | > loss_disc_real_3: 0.20798832178115845 (0.19971558451652527) | > loss_disc_real_4: 0.22458095848560333 (0.22120727598667145) | > loss_disc_real_5: 0.221384197473526 (0.21230153739452362) | > loss_0: 2.3039653301239014 (2.345749258995056) | > loss_gen: 2.5659656524658203 (2.506287693977356) | > loss_kl: 2.1548867225646973 (2.0502354502677917) | > loss_feat: 8.096528053283691 (7.678514003753662) | > loss_mel: 14.942336082458496 (14.671319961547852) | > loss_duration: 1.588247537612915 (1.6337428092956543) | > loss_1: 29.347965240478516 (28.54010009765625)  --> STEP: 3 | > loss_disc: 2.5601627826690674 (2.41722043355306) | > loss_disc_real_0: 0.2741338014602661 (0.25132185717423755) | > loss_disc_real_1: 0.19436131417751312 (0.18935823937257132) | > loss_disc_real_2: 0.20217779278755188 (0.19149211049079895) | > loss_disc_real_3: 0.2467094361782074 (0.21538020173708597) | > loss_disc_real_4: 0.2645081579685211 (0.23564090331395468) | > loss_disc_real_5: 0.2400631159543991 (0.22155539691448212) | > loss_0: 2.5601627826690674 (2.41722043355306) | > loss_gen: 2.403196334838867 (2.47192390759786) | > loss_kl: 2.004943609237671 (2.035138169924418) | > loss_feat: 5.8505940437316895 (7.069207350413005) | > loss_mel: 12.879790306091309 (14.074143409729004) | > loss_duration: 1.6512339115142822 (1.6395731767018635) | > loss_1: 24.789758682250977 (27.28998629252116)  --> STEP: 4 | > loss_disc: 2.5340614318847656 (2.4464306831359863) | > loss_disc_real_0: 0.26298588514328003 (0.2542378641664982) | > loss_disc_real_1: 0.1958036869764328 (0.19096960127353668) | > loss_disc_real_2: 0.19280609488487244 (0.19182060658931732) | > loss_disc_real_3: 0.2369973212480545 (0.2207844816148281) | > loss_disc_real_4: 0.2591944932937622 (0.24152930080890656) | > loss_disc_real_5: 0.21060782670974731 (0.21881850436329842) | > loss_0: 2.5340614318847656 (2.4464306831359863) | > loss_gen: 2.3432490825653076 (2.4397552013397217) | > loss_kl: 2.1132469177246094 (2.054665356874466) | > loss_feat: 6.491890907287598 (6.924878239631653) | > loss_mel: 12.888545036315918 (13.777743816375732) | > loss_duration: 1.7504804134368896 (1.6672999858856201) | > loss_1: 25.587411880493164 (26.86434268951416)  --> STEP: 5 | > loss_disc: 2.3735742568969727 (2.4318593978881835) | > loss_disc_real_0: 0.29656097292900085 (0.2627024859189987) | > loss_disc_real_1: 0.18703480064868927 (0.1901826411485672) | > loss_disc_real_2: 0.19595587253570557 (0.19264765977859497) | > loss_disc_real_3: 0.20206867158412933 (0.21704131960868836) | > loss_disc_real_4: 0.23064172267913818 (0.2393517851829529) | > loss_disc_real_5: 0.21465879678726196 (0.21798656284809112) | > loss_0: 2.3735742568969727 (2.4318593978881835) | > loss_gen: 2.5600547790527344 (2.463815116882324) | > loss_kl: 2.395019292831421 (2.1227361440658568) | > loss_feat: 7.2427592277526855 (6.988454437255859) | > loss_mel: 15.663614273071289 (14.154917907714843) | > loss_duration: 1.519784688949585 (1.6377969264984131) | > loss_1: 29.3812313079834 (27.36772041320801) --> EVAL PERFORMANCE | > avg_loader_time: 0.15854349136352539 (+0.004051733016967762) | > avg_loss_disc: 2.4318593978881835 (+0.14242815971374512) | > avg_loss_disc_real_0: 0.2627024859189987 (+0.1086514040827751) | > avg_loss_disc_real_1: 0.1901826411485672 (-0.00530658066272735) | > avg_loss_disc_real_2: 0.19264765977859497 (-0.0009005576372146662) | > avg_loss_disc_real_3: 0.21704131960868836 (+0.0187217026948929) | > avg_loss_disc_real_4: 0.2393517851829529 (+0.029050388932228083) | > avg_loss_disc_real_5: 0.21798656284809112 (+0.010151785612106307) | > avg_loss_0: 2.4318593978881835 (+0.14242815971374512) | > avg_loss_gen: 2.463815116882324 (-0.0884441375732421) | > avg_loss_kl: 2.1227361440658568 (+0.08854606151580802) | > avg_loss_feat: 6.988454437255859 (-1.3445645332336422) | > avg_loss_mel: 14.154917907714843 (-0.3190710067749034) | > avg_loss_duration: 1.6377969264984131 (+0.0031646728515626332) | > avg_loss_1: 27.36772041320801 (-1.6603691101074212)  > EPOCH: 71/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 09:56:15)   --> TIME: 2025-02-20 09:56:45 -- STEP: 33/924 -- GLOBAL_STEP: 111500 | > loss_disc: 2.25565242767334 (2.2232936584588257) | > loss_disc_real_0: 0.15147380530834198 (0.11218749923687993) | > loss_disc_real_1: 0.18940652906894684 (0.19116060571237045) | > loss_disc_real_2: 0.19350145757198334 (0.2062251897472324) | > loss_disc_real_3: 0.21300706267356873 (0.20583860937393073) | > loss_disc_real_4: 0.20495451986789703 (0.21143065122040836) | > loss_disc_real_5: 0.23517586290836334 (0.20574946249976303) | > loss_0: 2.25565242767334 (2.2232936584588257) | > grad_norm_0: tensor(24.8635, device='cuda:0') (tensor(60.0600, device='cuda:0')) | > loss_gen: 2.6407790184020996 (2.806548646002105) | > loss_kl: 2.2396600246429443 (2.1758415084896665) | > loss_feat: 7.462808609008789 (8.53137006181659) | > loss_mel: 14.878643035888672 (15.136315056771943) | > loss_duration: 1.6279363632202148 (1.6113520607803806) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.84982681274414 (30.26142709905451) | > grad_norm_1: tensor(894.6968, device='cuda:0') (tensor(943.3356, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.8386 (0.8304460193171646) | > loader_time: 0.0139 (0.01093569668856534)  --> TIME: 2025-02-20 09:57:27 -- STEP: 83/924 -- GLOBAL_STEP: 111550 | > loss_disc: 2.319138288497925 (2.2099645611751515) | > loss_disc_real_0: 0.149613156914711 (0.10768717276044638) | > loss_disc_real_1: 0.18907473981380463 (0.189778306218515) | > loss_disc_real_2: 0.19443070888519287 (0.20455236302082802) | > loss_disc_real_3: 0.20085486769676208 (0.20634624774915628) | > loss_disc_real_4: 0.22430744767189026 (0.21087511566029973) | > loss_disc_real_5: 0.1973920315504074 (0.20043477613523783) | > loss_0: 2.319138288497925 (2.2099645611751515) | > grad_norm_0: tensor(118.5311, device='cuda:0') (tensor(56.3565, device='cuda:0')) | > loss_gen: 2.6945343017578125 (2.80804500809635) | > loss_kl: 2.2262721061706543 (2.1916138048631604) | > loss_feat: 8.176671981811523 (8.56567929164473) | > loss_mel: 15.07951831817627 (15.114826018551746) | > loss_duration: 1.6101516485214233 (1.6145750140569306) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.78714942932129 (30.2947390682726) | > grad_norm_1: tensor(1017.3505, device='cuda:0') (tensor(960.3578, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.813 (0.8288570139781538) | > loader_time: 0.0104 (0.011483152228665638)  --> TIME: 2025-02-20 09:58:08 -- STEP: 133/924 -- GLOBAL_STEP: 111600 | > loss_disc: 2.2968969345092773 (2.2152765146771785) | > loss_disc_real_0: 0.13585372269153595 (0.11005905264974537) | > loss_disc_real_1: 0.18945689499378204 (0.19044922639552814) | > loss_disc_real_2: 0.20296554267406464 (0.2035595902374813) | > loss_disc_real_3: 0.20135538280010223 (0.20620782751786082) | > loss_disc_real_4: 0.1955088973045349 (0.21083568395080424) | > loss_disc_real_5: 0.19602888822555542 (0.20309549939811677) | > loss_0: 2.2968969345092773 (2.2152765146771785) | > grad_norm_0: tensor(36.5239, device='cuda:0') (tensor(58.6367, device='cuda:0')) | > loss_gen: 2.7344019412994385 (2.795381483278776) | > loss_kl: 2.154566526412964 (2.1828386900120216) | > loss_feat: 8.241830825805664 (8.552047259825509) | > loss_mel: 14.958906173706055 (15.117247882642245) | > loss_duration: 1.6005734205245972 (1.6151925934884788) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.690279006958008 (30.2627078465053) | > grad_norm_1: tensor(1393.9855, device='cuda:0') (tensor(987.5234, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.8154 (0.8243270691176107) | > loader_time: 0.0122 (0.011400294483156133)  --> TIME: 2025-02-20 09:58:50 -- STEP: 183/924 -- GLOBAL_STEP: 111650 | > loss_disc: 2.2995193004608154 (2.2310923533361477) | > loss_disc_real_0: 0.14250758290290833 (0.11519920463607611) | > loss_disc_real_1: 0.21307708323001862 (0.19130984486126504) | > loss_disc_real_2: 0.22579145431518555 (0.20455440862582688) | > loss_disc_real_3: 0.19951944053173065 (0.20743785106419213) | > loss_disc_real_4: 0.21246972680091858 (0.2113836848996376) | > loss_disc_real_5: 0.1772162914276123 (0.20325016201845283) | > loss_0: 2.2995193004608154 (2.2310923533361477) | > grad_norm_0: tensor(51.3759, device='cuda:0') (tensor(60.7715, device='cuda:0')) | > loss_gen: 2.6902196407318115 (2.7908829274724747) | > loss_kl: 2.159295082092285 (2.182329170690859) | > loss_feat: 8.038243293762207 (8.517258730091037) | > loss_mel: 15.328892707824707 (15.120834418333294) | > loss_duration: 1.6121101379394531 (1.6129291083643351) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.82876205444336 (30.224234315215565) | > grad_norm_1: tensor(1501.9146, device='cuda:0') (tensor(995.7112, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.7976 (0.8246536137627773) | > loader_time: 0.0107 (0.011400928914221259)  --> TIME: 2025-02-20 09:59:33 -- STEP: 233/924 -- GLOBAL_STEP: 111700 | > loss_disc: 2.3657760620117188 (2.231449622964656) | > loss_disc_real_0: 0.22843877971172333 (0.11575386096031881) | > loss_disc_real_1: 0.23242373764514923 (0.19141336405737713) | > loss_disc_real_2: 0.23898807168006897 (0.2048516452568284) | > loss_disc_real_3: 0.24201998114585876 (0.2076372881559855) | > loss_disc_real_4: 0.21359504759311676 (0.21142595386044663) | > loss_disc_real_5: 0.18555781245231628 (0.20344196918696292) | > loss_0: 2.3657760620117188 (2.231449622964656) | > grad_norm_0: tensor(134.1598, device='cuda:0') (tensor(61.8073, device='cuda:0')) | > loss_gen: 2.730456590652466 (2.7971270022985766) | > loss_kl: 2.4778220653533936 (2.1823103622305537) | > loss_feat: 7.888236999511719 (8.538749921986993) | > loss_mel: 15.025708198547363 (15.17676584710379) | > loss_duration: 1.626603126525879 (1.6134466040287923) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.748828887939453 (30.3083997652766) | > grad_norm_1: tensor(1742.7163, device='cuda:0') (tensor(1005.6047, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.805 (0.8250566623753233) | > loader_time: 0.0114 (0.01143678882091342)  --> TIME: 2025-02-20 10:00:14 -- STEP: 283/924 -- GLOBAL_STEP: 111750 | > loss_disc: 2.280158758163452 (2.2314654538151246) | > loss_disc_real_0: 0.14103326201438904 (0.11565630430151633) | > loss_disc_real_1: 0.1782057285308838 (0.19137322702593174) | > loss_disc_real_2: 0.21151025593280792 (0.20466360586692084) | > loss_disc_real_3: 0.20059391856193542 (0.20771568265904808) | > loss_disc_real_4: 0.21506313979625702 (0.21163528562645187) | > loss_disc_real_5: 0.2070341855287552 (0.20304877113537736) | > loss_0: 2.280158758163452 (2.2314654538151246) | > grad_norm_0: tensor(81.6090, device='cuda:0') (tensor(61.9526, device='cuda:0')) | > loss_gen: 2.5162365436553955 (2.7954216138212926) | > loss_kl: 2.127150058746338 (2.1737521229700136) | > loss_feat: 7.410039901733398 (8.510259183472549) | > loss_mel: 13.802663803100586 (15.131649077991717) | > loss_duration: 1.624999761581421 (1.6146101892626334) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.481090545654297 (30.22569220984361) | > grad_norm_1: tensor(721.3251, device='cuda:0') (tensor(1016.5976, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.8364 (0.8242553207141351) | > loader_time: 0.0132 (0.011426554130581157)  --> TIME: 2025-02-20 10:00:57 -- STEP: 333/924 -- GLOBAL_STEP: 111800 | > loss_disc: 2.2672483921051025 (2.2338558206329133) | > loss_disc_real_0: 0.13485147058963776 (0.11676303136187631) | > loss_disc_real_1: 0.19139748811721802 (0.19139083141500163) | > loss_disc_real_2: 0.21879196166992188 (0.20472524013068233) | > loss_disc_real_3: 0.2085706889629364 (0.20808513757881816) | > loss_disc_real_4: 0.23421692848205566 (0.21168471501396224) | > loss_disc_real_5: 0.22452038526535034 (0.20300222986990257) | > loss_0: 2.2672483921051025 (2.2338558206329133) | > grad_norm_0: tensor(91.2346, device='cuda:0') (tensor(63.0020, device='cuda:0')) | > loss_gen: 2.7366015911102295 (2.7956881508812885) | > loss_kl: 2.1756908893585205 (2.1730723280806425) | > loss_feat: 8.246017456054688 (8.505968264273335) | > loss_mel: 14.81866455078125 (15.120984444031132) | > loss_duration: 1.6288659572601318 (1.6141132463564034) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.605838775634766 (30.209826443646406) | > grad_norm_1: tensor(1410.4086, device='cuda:0') (tensor(1006.8488, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.7684 (0.8261737200590938) | > loader_time: 0.0118 (0.011456622733726149)  --> TIME: 2025-02-20 10:01:39 -- STEP: 383/924 -- GLOBAL_STEP: 111850 | > loss_disc: 2.081479549407959 (2.2314702789092506) | > loss_disc_real_0: 0.06289368122816086 (0.11759714494330453) | > loss_disc_real_1: 0.17731457948684692 (0.19075206820865206) | > loss_disc_real_2: 0.18011216819286346 (0.20427488288586826) | > loss_disc_real_3: 0.16253596544265747 (0.2076478078377776) | > loss_disc_real_4: 0.23717401921749115 (0.2114244123273979) | > loss_disc_real_5: 0.20503100752830505 (0.20297722654616546) | > loss_0: 2.081479549407959 (2.2314702789092506) | > grad_norm_0: tensor(62.5846, device='cuda:0') (tensor(63.0254, device='cuda:0')) | > loss_gen: 3.04400897026062 (2.7901310404037987) | > loss_kl: 2.0832176208496094 (2.1736509448243164) | > loss_feat: 8.754469871520996 (8.494394016016868) | > loss_mel: 16.41265296936035 (15.10890992565504) | > loss_duration: 1.7043218612670898 (1.6141838968267024) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.998668670654297 (30.181269817501697) | > grad_norm_1: tensor(1154.0500, device='cuda:0') (tensor(1014.0911, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.8166 (0.8266856265752804) | > loader_time: 0.0109 (0.011453345923759909)  --> TIME: 2025-02-20 10:02:22 -- STEP: 433/924 -- GLOBAL_STEP: 111900 | > loss_disc: 2.3412811756134033 (2.2339663626690656) | > loss_disc_real_0: 0.14721651375293732 (0.11829528492159161) | > loss_disc_real_1: 0.15844738483428955 (0.1908795928913781) | > loss_disc_real_2: 0.20786380767822266 (0.20466220402965377) | > loss_disc_real_3: 0.1904207170009613 (0.20790114138473265) | > loss_disc_real_4: 0.19827759265899658 (0.21142952708531748) | > loss_disc_real_5: 0.2130971997976303 (0.20328342240071456) | > loss_0: 2.3412811756134033 (2.2339663626690656) | > grad_norm_0: tensor(77.3816, device='cuda:0') (tensor(63.2791, device='cuda:0')) | > loss_gen: 2.464890956878662 (2.794914770897211) | > loss_kl: 1.9285938739776611 (2.1707830921882274) | > loss_feat: 7.257277965545654 (8.50159746284572) | > loss_mel: 14.280073165893555 (15.112789528474524) | > loss_duration: 1.6317884922027588 (1.614323902900996) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.562625885009766 (30.194408733905327) | > grad_norm_1: tensor(916.4757, device='cuda:0') (tensor(994.7596, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.8091 (0.8272109934694495) | > loader_time: 0.0107 (0.011519777306783548)  --> TIME: 2025-02-20 10:03:04 -- STEP: 483/924 -- GLOBAL_STEP: 111950 | > loss_disc: 2.022359609603882 (2.2325027857754782) | > loss_disc_real_0: 0.07465304434299469 (0.11852966414043375) | > loss_disc_real_1: 0.20355741679668427 (0.19104891626731202) | > loss_disc_real_2: 0.21485190093517303 (0.2045464737506634) | > loss_disc_real_3: 0.23595228791236877 (0.20784082965574402) | > loss_disc_real_4: 0.2067120373249054 (0.21113796408749022) | > loss_disc_real_5: 0.20953120291233063 (0.20308447593734372) | > loss_0: 2.022359609603882 (2.2325027857754782) | > grad_norm_0: tensor(17.5004, device='cuda:0') (tensor(63.7687, device='cuda:0')) | > loss_gen: 3.0218727588653564 (2.797653813293014) | > loss_kl: 2.113560438156128 (2.167604464675081) | > loss_feat: 9.32646369934082 (8.529619814199432) | > loss_mel: 16.311222076416016 (15.170183310103962) | > loss_duration: 1.5768928527832031 (1.6137289867638065) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.350013732910156 (30.278790392984266) | > grad_norm_1: tensor(818.8507, device='cuda:0') (tensor(989.7117, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.8304 (0.828037569488304) | > loader_time: 0.0117 (0.01154706937185725)  --> TIME: 2025-02-20 10:03:46 -- STEP: 533/924 -- GLOBAL_STEP: 112000 | > loss_disc: 2.258617877960205 (2.229608278784474) | > loss_disc_real_0: 0.11906884610652924 (0.11721604136404132) | > loss_disc_real_1: 0.22377699613571167 (0.1909374154642867) | > loss_disc_real_2: 0.19827686250209808 (0.20417907397921498) | > loss_disc_real_3: 0.20479270815849304 (0.20776347262438868) | > loss_disc_real_4: 0.18684349954128265 (0.2110370642472387) | > loss_disc_real_5: 0.19384106993675232 (0.20287880111366893) | > loss_0: 2.258617877960205 (2.229608278784474) | > grad_norm_0: tensor(35.9553, device='cuda:0') (tensor(62.6903, device='cuda:0')) | > loss_gen: 2.613072395324707 (2.800602787654797) | > loss_kl: 2.147827625274658 (2.1715275981860116) | > loss_feat: 7.350492477416992 (8.542136475024472) | > loss_mel: 14.633927345275879 (15.177435291640982) | > loss_duration: 1.654994249343872 (1.6138888212798017) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.400314331054688 (30.305590992796937) | > grad_norm_1: tensor(1235.7498, device='cuda:0') (tensor(982.3383, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.8185 (0.827709196208789) | > loader_time: 0.0104 (0.011536275244564315) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_112000.pth  --> TIME: 2025-02-20 10:04:31 -- STEP: 583/924 -- GLOBAL_STEP: 112050 | > loss_disc: 2.0119380950927734 (2.227904051695638) | > loss_disc_real_0: 0.08508367091417313 (0.11675323873732757) | > loss_disc_real_1: 0.15565702319145203 (0.19094111513518958) | > loss_disc_real_2: 0.1946801096200943 (0.2040783184521399) | > loss_disc_real_3: 0.1841835081577301 (0.2075286852659125) | > loss_disc_real_4: 0.2047867327928543 (0.21092147069566244) | > loss_disc_real_5: 0.2245662957429886 (0.20280114690394577) | > loss_0: 2.0119380950927734 (2.227904051695638) | > grad_norm_0: tensor(45.5425, device='cuda:0') (tensor(62.5013, device='cuda:0')) | > loss_gen: 3.2220661640167236 (2.801688635942252) | > loss_kl: 2.135812282562256 (2.170614375462867) | > loss_feat: 9.913496971130371 (8.54043023418602) | > loss_mel: 15.739119529724121 (15.163117071776616) | > loss_duration: 1.612987995147705 (1.613970244932748) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.62348556518555 (30.289820568025828) | > grad_norm_1: tensor(960.2334, device='cuda:0') (tensor(986.0291, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.8247 (0.8285949508280939) | > loader_time: 0.011 (0.011560399577302748)  --> TIME: 2025-02-20 10:05:14 -- STEP: 633/924 -- GLOBAL_STEP: 112100 | > loss_disc: 2.214738368988037 (2.227125055040416) | > loss_disc_real_0: 0.11887306720018387 (0.11711577552048516) | > loss_disc_real_1: 0.1943472921848297 (0.1909108087773571) | > loss_disc_real_2: 0.19272403419017792 (0.2040706100810385) | > loss_disc_real_3: 0.19894076883792877 (0.20729575264981204) | > loss_disc_real_4: 0.1837041825056076 (0.21076948043859395) | > loss_disc_real_5: 0.18243849277496338 (0.20239696106733662) | > loss_0: 2.214738368988037 (2.227125055040416) | > grad_norm_0: tensor(62.6818, device='cuda:0') (tensor(62.3623, device='cuda:0')) | > loss_gen: 2.8242433071136475 (2.800950938868106) | > loss_kl: 2.1926841735839844 (2.168876487685229) | > loss_feat: 8.128544807434082 (8.5398449370458) | > loss_mel: 13.986669540405273 (15.159507980467213) | > loss_duration: 1.6252503395080566 (1.613642792377805) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.75739288330078 (30.282823116670098) | > grad_norm_1: tensor(1030.3394, device='cuda:0') (tensor(996.1746, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.8169 (0.8285296008485188) | > loader_time: 0.0135 (0.01159601000624622)  --> TIME: 2025-02-20 10:05:56 -- STEP: 683/924 -- GLOBAL_STEP: 112150 | > loss_disc: 2.1247100830078125 (2.2285063893344694) | > loss_disc_real_0: 0.07753928005695343 (0.11727455835980342) | > loss_disc_real_1: 0.18294602632522583 (0.19112916964912127) | > loss_disc_real_2: 0.18157248198986053 (0.20424678840975818) | > loss_disc_real_3: 0.21808189153671265 (0.20716009996995055) | > loss_disc_real_4: 0.22480012476444244 (0.21081645675494412) | > loss_disc_real_5: 0.20265084505081177 (0.2028237105637656) | > loss_0: 2.1247100830078125 (2.2285063893344694) | > grad_norm_0: tensor(53.1692, device='cuda:0') (tensor(63.3212, device='cuda:0')) | > loss_gen: 2.9566776752471924 (2.802223794107728) | > loss_kl: 2.0636813640594482 (2.167863148721385) | > loss_feat: 8.439482688903809 (8.545504170664929) | > loss_mel: 14.193453788757324 (15.172432012823286) | > loss_duration: 1.6137984991073608 (1.6132891701744394) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.267093658447266 (30.30131230556773) | > grad_norm_1: tensor(986.3716, device='cuda:0') (tensor(989.7225, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.852 (0.8283939700175519) | > loader_time: 0.0146 (0.011578780142140425)  --> TIME: 2025-02-20 10:06:38 -- STEP: 733/924 -- GLOBAL_STEP: 112200 | > loss_disc: 2.0245845317840576 (2.2239941765146383) | > loss_disc_real_0: 0.05158596113324165 (0.11658944741989223) | > loss_disc_real_1: 0.15709255635738373 (0.19096077303687994) | > loss_disc_real_2: 0.17855790257453918 (0.20380626163492432) | > loss_disc_real_3: 0.1737915277481079 (0.2066681221391788) | > loss_disc_real_4: 0.1822095513343811 (0.2109059418817171) | > loss_disc_real_5: 0.22317397594451904 (0.20225026998236903) | > loss_0: 2.0245845317840576 (2.2239941765146383) | > grad_norm_0: tensor(13.7083, device='cuda:0') (tensor(62.8949, device='cuda:0')) | > loss_gen: 3.0627479553222656 (2.8080174194351524) | > loss_kl: 2.175938606262207 (2.167564020150355) | > loss_feat: 9.631900787353516 (8.563955190562293) | > loss_mel: 16.250823974609375 (15.196097446821565) | > loss_duration: 1.630192756652832 (1.6132895819649702) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.75160217285156 (30.348923661048545) | > grad_norm_1: tensor(668.3245, device='cuda:0') (tensor(994.8387, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.8519 (0.828833221901325) | > loader_time: 0.0116 (0.011592996071663267)  --> TIME: 2025-02-20 10:07:20 -- STEP: 783/924 -- GLOBAL_STEP: 112250 | > loss_disc: 2.1633434295654297 (2.2260845599655594) | > loss_disc_real_0: 0.13374446332454681 (0.11666048392605888) | > loss_disc_real_1: 0.20022936165332794 (0.19106671745064607) | > loss_disc_real_2: 0.2230389267206192 (0.20393268967649192) | > loss_disc_real_3: 0.23851363360881805 (0.20669798790875682) | > loss_disc_real_4: 0.24250231683254242 (0.2111161262710432) | > loss_disc_real_5: 0.18227574229240417 (0.2026017232111738) | > loss_0: 2.1633434295654297 (2.2260845599655594) | > grad_norm_0: tensor(62.8070, device='cuda:0') (tensor(62.2167, device='cuda:0')) | > loss_gen: 2.9618523120880127 (2.8070605260963464) | > loss_kl: 2.2321605682373047 (2.166131776411415) | > loss_feat: 9.132062911987305 (8.558070271712456) | > loss_mel: 16.05034065246582 (15.197719832185285) | > loss_duration: 1.5845762491226196 (1.613771332787068) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.96099281311035 (30.34275374771839) | > grad_norm_1: tensor(1513.3762, device='cuda:0') (tensor(989.7201, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.7904 (0.828723833783224) | > loader_time: 0.0099 (0.011586949590826704)  --> TIME: 2025-02-20 10:08:02 -- STEP: 833/924 -- GLOBAL_STEP: 112300 | > loss_disc: 2.230785608291626 (2.2262190178233463) | > loss_disc_real_0: 0.06903988867998123 (0.11681347419278605) | > loss_disc_real_1: 0.16630426049232483 (0.19103210887201974) | > loss_disc_real_2: 0.18797841668128967 (0.20390969704465425) | > loss_disc_real_3: 0.2031077742576599 (0.20663195485327432) | > loss_disc_real_4: 0.20093324780464172 (0.21113610505556857) | > loss_disc_real_5: 0.18613216280937195 (0.2024355215363713) | > loss_0: 2.230785608291626 (2.2262190178233463) | > grad_norm_0: tensor(37.8559, device='cuda:0') (tensor(62.2747, device='cuda:0')) | > loss_gen: 2.608875274658203 (2.8085829727933023) | > loss_kl: 2.084294557571411 (2.1634557609226093) | > loss_feat: 8.4859619140625 (8.56182584899957) | > loss_mel: 14.661476135253906 (15.209519922089324) | > loss_duration: 1.6175553798675537 (1.613371741585658) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.458162307739258 (30.35675625841157) | > grad_norm_1: tensor(447.8672, device='cuda:0') (tensor(984.8934, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.7912 (0.8282731045909575) | > loader_time: 0.01 (0.011580523608827076)  --> TIME: 2025-02-20 10:08:45 -- STEP: 883/924 -- GLOBAL_STEP: 112350 | > loss_disc: 2.1286306381225586 (2.2270049392704534) | > loss_disc_real_0: 0.0604686364531517 (0.11703618114027337) | > loss_disc_real_1: 0.1764133870601654 (0.1910386005688631) | > loss_disc_real_2: 0.1977335661649704 (0.2038816463535532) | > loss_disc_real_3: 0.23348276317119598 (0.2066582146175586) | > loss_disc_real_4: 0.2099456936120987 (0.21113849285302316) | > loss_disc_real_5: 0.21851825714111328 (0.20264664241708677) | > loss_0: 2.1286306381225586 (2.2270049392704534) | > grad_norm_0: tensor(33.6684, device='cuda:0') (tensor(62.0077, device='cuda:0')) | > loss_gen: 2.9207651615142822 (2.804955513264016) | > loss_kl: 2.2980854511260986 (2.1667175892390307) | > loss_feat: 9.26465129852295 (8.557928259753425) | > loss_mel: 15.857851028442383 (15.21639249656911) | > loss_duration: 1.6031458377838135 (1.6135467018168492) | > amp_scaler: 128.0 (128.43488108720265) | > loss_1: 31.94449806213379 (30.359540576437997) | > grad_norm_1: tensor(1190.1716, device='cuda:0') (tensor(980.2026, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.8302 (0.8284745950796056) | > loader_time: 0.0107 (0.01159878468324482)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3025803565979004 (2.3025803565979004) | > loss_disc_real_0: 0.07925628125667572 (0.07925628125667572) | > loss_disc_real_1: 0.21307943761348724 (0.21307943761348724) | > loss_disc_real_2: 0.22797328233718872 (0.22797328233718872) | > loss_disc_real_3: 0.21511444449424744 (0.21511444449424744) | > loss_disc_real_4: 0.21775047481060028 (0.21775047481060028) | > loss_disc_real_5: 0.22921119630336761 (0.22921119630336761) | > loss_0: 2.3025803565979004 (2.3025803565979004) | > loss_gen: 2.4748551845550537 (2.4748551845550537) | > loss_kl: 2.1156516075134277 (2.1156516075134277) | > loss_feat: 7.326099395751953 (7.326099395751953) | > loss_mel: 13.328161239624023 (13.328161239624023) | > loss_duration: 1.6737724542617798 (1.6737724542617798) | > loss_1: 26.918540954589844 (26.918540954589844)  --> STEP: 1 | > loss_disc: 2.240872621536255 (2.240872621536255) | > loss_disc_real_0: 0.073093943297863 (0.073093943297863) | > loss_disc_real_1: 0.18601366877555847 (0.18601366877555847) | > loss_disc_real_2: 0.23316672444343567 (0.23316672444343567) | > loss_disc_real_3: 0.20510385930538177 (0.20510385930538177) | > loss_disc_real_4: 0.21691903471946716 (0.21691903471946716) | > loss_disc_real_5: 0.1905406415462494 (0.1905406415462494) | > loss_0: 2.240872621536255 (2.240872621536255) | > loss_gen: 2.428830623626709 (2.428830623626709) | > loss_kl: 2.182814121246338 (2.182814121246338) | > loss_feat: 7.944578647613525 (7.944578647613525) | > loss_mel: 14.298781394958496 (14.298781394958496) | > loss_duration: 1.6830296516418457 (1.6830296516418457) | > loss_1: 28.538034439086914 (28.538034439086914)  --> STEP: 2 | > loss_disc: 2.332231044769287 (2.286551833152771) | > loss_disc_real_0: 0.06514621526002884 (0.06912007927894592) | > loss_disc_real_1: 0.1798037886619568 (0.18290872871875763) | > loss_disc_real_2: 0.2558273673057556 (0.24449704587459564) | > loss_disc_real_3: 0.2138068526983261 (0.20945535600185394) | > loss_disc_real_4: 0.26233822107315063 (0.2396286278963089) | > loss_disc_real_5: 0.20111368596553802 (0.1958271637558937) | > loss_0: 2.332231044769287 (2.286551833152771) | > loss_gen: 2.438845157623291 (2.433837890625) | > loss_kl: 1.9553956985473633 (2.0691049098968506) | > loss_feat: 8.12855052947998 (8.036564588546753) | > loss_mel: 13.918334007263184 (14.10855770111084) | > loss_duration: 1.5713011026382446 (1.6271653771400452) | > loss_1: 28.012426376342773 (28.275230407714844)  --> STEP: 3 | > loss_disc: 2.2944674491882324 (2.2891903718312583) | > loss_disc_real_0: 0.07172136753797531 (0.06998717536528905) | > loss_disc_real_1: 0.2020261138677597 (0.18928119043509165) | > loss_disc_real_2: 0.26862481236457825 (0.25253963470458984) | > loss_disc_real_3: 0.20227810740470886 (0.20706293980280557) | > loss_disc_real_4: 0.24497166275978088 (0.24140963951746622) | > loss_disc_real_5: 0.1961490958929062 (0.1959344744682312) | > loss_0: 2.2944674491882324 (2.2891903718312583) | > loss_gen: 2.465284585952759 (2.4443201224009194) | > loss_kl: 2.105515718460083 (2.0812418460845947) | > loss_feat: 7.400585174560547 (7.824571450551351) | > loss_mel: 13.765239715576172 (13.994118372599283) | > loss_duration: 1.643610954284668 (1.6326472361882527) | > loss_1: 27.380233764648438 (27.976898193359375)  --> STEP: 4 | > loss_disc: 2.304990291595459 (2.2931403517723083) | > loss_disc_real_0: 0.07078441232442856 (0.07018648460507393) | > loss_disc_real_1: 0.20275893807411194 (0.19265062734484673) | > loss_disc_real_2: 0.244769886136055 (0.25059719756245613) | > loss_disc_real_3: 0.21076424419879913 (0.20798826590180397) | > loss_disc_real_4: 0.23764970898628235 (0.24046965688467026) | > loss_disc_real_5: 0.2301870435476303 (0.20449761673808098) | > loss_0: 2.304990291595459 (2.2931403517723083) | > loss_gen: 2.461608409881592 (2.4486421942710876) | > loss_kl: 1.8922231197357178 (2.0339871644973755) | > loss_feat: 7.274820804595947 (7.6871337890625) | > loss_mel: 13.45571231842041 (13.859516859054565) | > loss_duration: 1.7376850843429565 (1.6589066982269287) | > loss_1: 26.822050094604492 (27.688186168670654)  --> STEP: 5 | > loss_disc: 2.216383218765259 (2.2777889251708983) | > loss_disc_real_0: 0.017627250403165817 (0.059674637764692305) | > loss_disc_real_1: 0.1400776356458664 (0.18213602900505066) | > loss_disc_real_2: 0.1933937817811966 (0.23915651440620422) | > loss_disc_real_3: 0.21087519824504852 (0.20856565237045288) | > loss_disc_real_4: 0.16568917036056519 (0.22551355957984925) | > loss_disc_real_5: 0.16624034941196442 (0.19684616327285767) | > loss_0: 2.216383218765259 (2.2777889251708983) | > loss_gen: 2.392693042755127 (2.4374523639678953) | > loss_kl: 2.2042272090911865 (2.0680351734161375) | > loss_feat: 9.586406707763672 (8.066988372802735) | > loss_mel: 17.419721603393555 (14.571557807922364) | > loss_duration: 1.5104097127914429 (1.6292073011398316) | > loss_1: 33.11345672607422 (28.773240280151366) --> EVAL PERFORMANCE | > avg_loader_time: 0.15179738998413086 (-0.00674610137939452) | > avg_loss_disc: 2.2777889251708983 (-0.15407047271728525) | > avg_loss_disc_real_0: 0.059674637764692305 (-0.20302784815430638) | > avg_loss_disc_real_1: 0.18213602900505066 (-0.00804661214351654) | > avg_loss_disc_real_2: 0.23915651440620422 (+0.04650885462760926) | > avg_loss_disc_real_3: 0.20856565237045288 (-0.00847566723823548) | > avg_loss_disc_real_4: 0.22551355957984925 (-0.013838225603103632) | > avg_loss_disc_real_5: 0.19684616327285767 (-0.02114039957523345) | > avg_loss_0: 2.2777889251708983 (-0.15407047271728525) | > avg_loss_gen: 2.4374523639678953 (-0.0263627529144288) | > avg_loss_kl: 2.0680351734161375 (-0.05470097064971924) | > avg_loss_feat: 8.066988372802735 (+1.0785339355468757) | > avg_loss_mel: 14.571557807922364 (+0.41663990020752095) | > avg_loss_duration: 1.6292073011398316 (-0.008589625358581543) | > avg_loss_1: 28.773240280151366 (+1.405519866943358)  > EPOCH: 72/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 10:09:28)   --> TIME: 2025-02-20 10:09:37 -- STEP: 9/924 -- GLOBAL_STEP: 112400 | > loss_disc: 2.1317834854125977 (2.271982616848416) | > loss_disc_real_0: 0.12445840984582901 (0.11440214721692933) | > loss_disc_real_1: 0.1456456482410431 (0.19153864681720734) | > loss_disc_real_2: 0.1986047476530075 (0.21336330307854545) | > loss_disc_real_3: 0.19312825798988342 (0.2079064663913515) | > loss_disc_real_4: 0.19404006004333496 (0.2150416225194931) | > loss_disc_real_5: 0.1872396618127823 (0.20811182260513306) | > loss_0: 2.1317834854125977 (2.271982616848416) | > grad_norm_0: tensor(56.9974, device='cuda:0') (tensor(49.2248, device='cuda:0')) | > loss_gen: 2.8607707023620605 (2.7228644953833685) | > loss_kl: 2.1373846530914307 (2.1797730922698975) | > loss_feat: 8.52249813079834 (8.239880773756239) | > loss_mel: 15.097604751586914 (15.165338728162977) | > loss_duration: 1.6306426525115967 (1.5982787211736043) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.2489013671875 (29.906135982937283) | > grad_norm_1: tensor(1154.0455, device='cuda:0') (tensor(1071.8832, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.817 (0.8233682049645318) | > loader_time: 0.0105 (0.010778268178304037)  --> TIME: 2025-02-20 10:10:19 -- STEP: 59/924 -- GLOBAL_STEP: 112450 | > loss_disc: 2.1962594985961914 (2.212585657329884) | > loss_disc_real_0: 0.06037956848740578 (0.11433447385996075) | > loss_disc_real_1: 0.15827319025993347 (0.19016857849339308) | > loss_disc_real_2: 0.2183140367269516 (0.20442945851107774) | > loss_disc_real_3: 0.22566187381744385 (0.20537132504632918) | > loss_disc_real_4: 0.1817760169506073 (0.20954364336143105) | > loss_disc_real_5: 0.20584848523139954 (0.2012311129246728) | > loss_0: 2.1962594985961914 (2.212585657329884) | > grad_norm_0: tensor(70.6893, device='cuda:0') (tensor(58.0868, device='cuda:0')) | > loss_gen: 2.8555710315704346 (2.794706389055414) | > loss_kl: 2.0882627964019775 (2.1601884668156255) | > loss_feat: 8.138550758361816 (8.48040403754024) | > loss_mel: 15.347394943237305 (15.207674285112802) | > loss_duration: 1.6080029010772705 (1.6125585285283752) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.037782669067383 (30.25553189293813) | > grad_norm_1: tensor(1258.1716, device='cuda:0') (tensor(1058.4414, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.829 (0.827209230196678) | > loader_time: 0.0107 (0.010891352669667387)  --> TIME: 2025-02-20 10:11:02 -- STEP: 109/924 -- GLOBAL_STEP: 112500 | > loss_disc: 2.359908103942871 (2.2248332708253775) | > loss_disc_real_0: 0.1255771666765213 (0.11854991279200676) | > loss_disc_real_1: 0.18474164605140686 (0.18998865427774028) | > loss_disc_real_2: 0.19601500034332275 (0.2028969429228284) | > loss_disc_real_3: 0.17058585584163666 (0.20717375253865478) | > loss_disc_real_4: 0.16576822102069855 (0.21035465352032162) | > loss_disc_real_5: 0.17439474165439606 (0.2021464403342763) | > loss_0: 2.359908103942871 (2.2248332708253775) | > grad_norm_0: tensor(47.4995, device='cuda:0') (tensor(58.7356, device='cuda:0')) | > loss_gen: 2.3643877506256104 (2.774406522785852) | > loss_kl: 2.0775604248046875 (2.161858494128656) | > loss_feat: 7.528929233551025 (8.446418490978559) | > loss_mel: 13.741922378540039 (15.065469181865726) | > loss_duration: 1.5955138206481934 (1.6129345948543024) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.308313369750977 (30.061087284613095) | > grad_norm_1: tensor(659.0899, device='cuda:0') (tensor(1051.5646, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.8256 (0.8280188031152848) | > loader_time: 0.0108 (0.010972580778489414)  --> TIME: 2025-02-20 10:11:44 -- STEP: 159/924 -- GLOBAL_STEP: 112550 | > loss_disc: 2.1975200176239014 (2.2304558933905843) | > loss_disc_real_0: 0.1808067262172699 (0.12164734967006077) | > loss_disc_real_1: 0.18331247568130493 (0.18955284085288734) | > loss_disc_real_2: 0.19944773614406586 (0.20244922128113557) | > loss_disc_real_3: 0.20323346555233002 (0.20748522980782974) | > loss_disc_real_4: 0.21648119390010834 (0.21144535397208708) | > loss_disc_real_5: 0.2161484956741333 (0.20267635630736566) | > loss_0: 2.1975200176239014 (2.2304558933905843) | > grad_norm_0: tensor(32.7586, device='cuda:0') (tensor(58.8418, device='cuda:0')) | > loss_gen: 2.816664218902588 (2.784472000673882) | > loss_kl: 2.2342967987060547 (2.159077631602497) | > loss_feat: 8.815679550170898 (8.504003803685029) | > loss_mel: 15.751981735229492 (15.172018147114688) | > loss_duration: 1.6137452125549316 (1.6136354957736514) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.23236656188965 (30.23320710284155) | > grad_norm_1: tensor(1298.3403, device='cuda:0') (tensor(1029.9658, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.8155 (0.8282946250723595) | > loader_time: 0.0126 (0.01098043963594257)  --> TIME: 2025-02-20 10:12:26 -- STEP: 209/924 -- GLOBAL_STEP: 112600 | > loss_disc: 2.2197461128234863 (2.2246605830899857) | > loss_disc_real_0: 0.053926222026348114 (0.1182870451164873) | > loss_disc_real_1: 0.17489655315876007 (0.19014588625807508) | > loss_disc_real_2: 0.1903301626443863 (0.20272561237572478) | > loss_disc_real_3: 0.18680092692375183 (0.2073260425237948) | > loss_disc_real_4: 0.20677922666072845 (0.21144954218533618) | > loss_disc_real_5: 0.16285932064056396 (0.2016850598691183) | > loss_0: 2.2197461128234863 (2.2246605830899857) | > grad_norm_0: tensor(86.6601, device='cuda:0') (tensor(57.8619, device='cuda:0')) | > loss_gen: 2.6977288722991943 (2.785086288406518) | > loss_kl: 2.0940420627593994 (2.155294521573629) | > loss_feat: 8.379785537719727 (8.500420086691829) | > loss_mel: 15.471797943115234 (15.13105650723836) | > loss_duration: 1.6364786624908447 (1.61225428022266) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.27983283996582 (30.184111627095053) | > grad_norm_1: tensor(1617.8810, device='cuda:0') (tensor(1047.8796, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.8364 (0.8290832624481057) | > loader_time: 0.0105 (0.011135193719818264)  --> TIME: 2025-02-20 10:13:09 -- STEP: 259/924 -- GLOBAL_STEP: 112650 | > loss_disc: 2.1591968536376953 (2.223975527240504) | > loss_disc_real_0: 0.13821154832839966 (0.11809908128325543) | > loss_disc_real_1: 0.1662299931049347 (0.19049234636501913) | > loss_disc_real_2: 0.20395496487617493 (0.20310813372659864) | > loss_disc_real_3: 0.1869019865989685 (0.20664540295665332) | > loss_disc_real_4: 0.19656647741794586 (0.21118449100426262) | > loss_disc_real_5: 0.23177765309810638 (0.20188153486224217) | > loss_0: 2.1591968536376953 (2.223975527240504) | > grad_norm_0: tensor(93.0852, device='cuda:0') (tensor(60.7654, device='cuda:0')) | > loss_gen: 3.1189048290252686 (2.800511814912774) | > loss_kl: 2.0220024585723877 (2.158849298723877) | > loss_feat: 9.352659225463867 (8.525723162765216) | > loss_mel: 15.343867301940918 (15.131054723584974) | > loss_duration: 1.643477439880371 (1.6134310726033214) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.480911254882812 (30.22957000585136) | > grad_norm_1: tensor(579.4501, device='cuda:0') (tensor(1023.3987, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.8641 (0.8313826124640507) | > loader_time: 0.0115 (0.011051517655950718)  --> TIME: 2025-02-20 10:13:52 -- STEP: 309/924 -- GLOBAL_STEP: 112700 | > loss_disc: 2.219438314437866 (2.2275553154713936) | > loss_disc_real_0: 0.11648263782262802 (0.11868363429572204) | > loss_disc_real_1: 0.20237688720226288 (0.19080308788609723) | > loss_disc_real_2: 0.1983208954334259 (0.20316396996041333) | > loss_disc_real_3: 0.2119285613298416 (0.2067193551453187) | > loss_disc_real_4: 0.20546936988830566 (0.21136348291893994) | > loss_disc_real_5: 0.18169888854026794 (0.20230319300322858) | > loss_0: 2.219438314437866 (2.2275553154713936) | > grad_norm_0: tensor(43.3849, device='cuda:0') (tensor(57.1826, device='cuda:0')) | > loss_gen: 2.824445962905884 (2.7866292485913027) | > loss_kl: 2.218188762664795 (2.1595777134293486) | > loss_feat: 9.1250638961792 (8.48214977227369) | > loss_mel: 16.057777404785156 (15.112872639134478) | > loss_duration: 1.5661745071411133 (1.6131870291379664) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.791648864746094 (30.154416352799796) | > grad_norm_1: tensor(1535.1868, device='cuda:0') (tensor(996.0463, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.8565 (0.8321230156907761) | > loader_time: 0.0105 (0.011075359332137128)  --> TIME: 2025-02-20 10:14:34 -- STEP: 359/924 -- GLOBAL_STEP: 112750 | > loss_disc: 2.352987289428711 (2.2274979173639053) | > loss_disc_real_0: 0.09891639649868011 (0.11880863635362357) | > loss_disc_real_1: 0.21979044377803802 (0.19089596434223935) | > loss_disc_real_2: 0.1880103051662445 (0.20310967064833574) | > loss_disc_real_3: 0.2277839630842209 (0.2067688349478757) | > loss_disc_real_4: 0.2303517758846283 (0.21141907788584824) | > loss_disc_real_5: 0.21445778012275696 (0.20194773064682411) | > loss_0: 2.352987289428711 (2.2274979173639053) | > grad_norm_0: tensor(21.9311, device='cuda:0') (tensor(57.4016, device='cuda:0')) | > loss_gen: 2.5490574836730957 (2.7895948302446976) | > loss_kl: 2.2486181259155273 (2.1660463540999) | > loss_feat: 7.022315502166748 (8.483764872909589) | > loss_mel: 14.205044746398926 (15.12458459646921) | > loss_duration: 1.640453815460205 (1.6132096048849207) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.665489196777344 (30.177200221749732) | > grad_norm_1: tensor(1076.5262, device='cuda:0') (tensor(1000.4930, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.7981 (0.8333549120964118) | > loader_time: 0.0093 (0.011171791878915436)  --> TIME: 2025-02-20 10:15:17 -- STEP: 409/924 -- GLOBAL_STEP: 112800 | > loss_disc: 2.3694345951080322 (2.226495364767418) | > loss_disc_real_0: 0.09708376228809357 (0.1182695824680235) | > loss_disc_real_1: 0.1719397008419037 (0.1906582352438881) | > loss_disc_real_2: 0.19682346284389496 (0.20311845146793608) | > loss_disc_real_3: 0.19725871086120605 (0.20685014820914988) | > loss_disc_real_4: 0.20375172793865204 (0.21132805258545723) | > loss_disc_real_5: 0.19838020205497742 (0.20245089912035646) | > loss_0: 2.3694345951080322 (2.226495364767418) | > grad_norm_0: tensor(25.1896, device='cuda:0') (tensor(57.8596, device='cuda:0')) | > loss_gen: 2.45391845703125 (2.785746028778898) | > loss_kl: 2.3075649738311768 (2.168514288433607) | > loss_feat: 7.565964221954346 (8.484607303638036) | > loss_mel: 14.241134643554688 (15.104056633480603) | > loss_duration: 1.6258991956710815 (1.6128213933161244) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.194480895996094 (30.155745611214112) | > grad_norm_1: tensor(808.5897, device='cuda:0') (tensor(1020.3333, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.876 (0.8334205727705457) | > loader_time: 0.0137 (0.011234239727477285)  --> TIME: 2025-02-20 10:16:00 -- STEP: 459/924 -- GLOBAL_STEP: 112850 | > loss_disc: 2.122093915939331 (2.225009222435798) | > loss_disc_real_0: 0.13556411862373352 (0.11818270636052867) | > loss_disc_real_1: 0.20543423295021057 (0.1904678996936427) | > loss_disc_real_2: 0.21256262063980103 (0.20308490168944424) | > loss_disc_real_3: 0.20061707496643066 (0.20666351297582164) | > loss_disc_real_4: 0.2311166226863861 (0.21132435274669548) | > loss_disc_real_5: 0.18737664818763733 (0.20229930899761342) | > loss_0: 2.122093915939331 (2.225009222435798) | > grad_norm_0: tensor(81.1425, device='cuda:0') (tensor(58.6258, device='cuda:0')) | > loss_gen: 3.049246311187744 (2.7909351350954683) | > loss_kl: 1.9747881889343262 (2.169653124279445) | > loss_feat: 9.071718215942383 (8.491468932374108) | > loss_mel: 15.753938674926758 (15.10909150940141) | > loss_duration: 1.6253107786178589 (1.6123314625816927) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.47500228881836 (30.173480143993768) | > grad_norm_1: tensor(843.0550, device='cuda:0') (tensor(1027.5419, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.8547 (0.8337183632362385) | > loader_time: 0.0141 (0.011255866821555015)  --> TIME: 2025-02-20 10:16:42 -- STEP: 509/924 -- GLOBAL_STEP: 112900 | > loss_disc: 2.3107411861419678 (2.222454365672205) | > loss_disc_real_0: 0.18118640780448914 (0.11693791282493145) | > loss_disc_real_1: 0.21598301827907562 (0.19064577301499405) | > loss_disc_real_2: 0.20466306805610657 (0.2032640284194459) | > loss_disc_real_3: 0.23876070976257324 (0.20666001634653994) | > loss_disc_real_4: 0.21941231191158295 (0.2111804429405096) | > loss_disc_real_5: 0.17002882063388824 (0.20169718639672624) | > loss_0: 2.3107411861419678 (2.222454365672205) | > grad_norm_0: tensor(163.1082, device='cuda:0') (tensor(59.0735, device='cuda:0')) | > loss_gen: 2.790067195892334 (2.797080998804809) | > loss_kl: 2.2246623039245605 (2.1653109400117785) | > loss_feat: 8.476957321166992 (8.51141005368036) | > loss_mel: 14.86109733581543 (15.122400068346785) | > loss_duration: 1.5755317211151123 (1.6121042489068682) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.928316116333008 (30.208306303192916) | > grad_norm_1: tensor(1216.9110, device='cuda:0') (tensor(1029.7582, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.8351 (0.8339227833775971) | > loader_time: 0.0103 (0.01124504366651734)  --> TIME: 2025-02-20 10:17:25 -- STEP: 559/924 -- GLOBAL_STEP: 112950 | > loss_disc: 2.1513469219207764 (2.2213066272530884) | > loss_disc_real_0: 0.07987190783023834 (0.11673306585797684) | > loss_disc_real_1: 0.2176232933998108 (0.19071810397990904) | > loss_disc_real_2: 0.21115541458129883 (0.20341902891297245) | > loss_disc_real_3: 0.21731507778167725 (0.20655821095852184) | > loss_disc_real_4: 0.2726546823978424 (0.21124665031279563) | > loss_disc_real_5: 0.2216813862323761 (0.20168998818811235) | > loss_0: 2.1513469219207764 (2.2213066272530884) | > grad_norm_0: tensor(42.8757, device='cuda:0') (tensor(59.1517, device='cuda:0')) | > loss_gen: 2.933573007583618 (2.8010174247148005) | > loss_kl: 2.1870429515838623 (2.164118096738892) | > loss_feat: 8.538535118103027 (8.531857958846524) | > loss_mel: 15.618927955627441 (15.152087670532664) | > loss_duration: 1.5994747877120972 (1.612459549537072) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.877552032470703 (30.261540704635053) | > grad_norm_1: tensor(1091.9392, device='cuda:0') (tensor(1030.2344, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.8402 (0.834373226745824) | > loader_time: 0.0114 (0.011273459159837433)  --> TIME: 2025-02-20 10:18:07 -- STEP: 609/924 -- GLOBAL_STEP: 113000 | > loss_disc: 2.07501220703125 (2.218156902269386) | > loss_disc_real_0: 0.15635885298252106 (0.1152928707316787) | > loss_disc_real_1: 0.21347732841968536 (0.19084734380343069) | > loss_disc_real_2: 0.20190785825252533 (0.20328327856823336) | > loss_disc_real_3: 0.18578943610191345 (0.20644374852403635) | > loss_disc_real_4: 0.17036907374858856 (0.21099451194060054) | > loss_disc_real_5: 0.1745254099369049 (0.20147267766969743) | > loss_0: 2.07501220703125 (2.218156902269386) | > grad_norm_0: tensor(89.3873, device='cuda:0') (tensor(59.7755, device='cuda:0')) | > loss_gen: 3.1258058547973633 (2.8071085392743704) | > loss_kl: 2.1617109775543213 (2.1616417443615252) | > loss_feat: 9.394303321838379 (8.552380752093688) | > loss_mel: 15.902023315429688 (15.168206756729601) | > loss_duration: 1.603942632675171 (1.6121012565537627) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.18778610229492 (30.301439059778982) | > grad_norm_1: tensor(1250.1614, device='cuda:0') (tensor(1028.6576, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.8565 (0.8345073686640451) | > loader_time: 0.0115 (0.011247933204538135) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_113000.pth  --> TIME: 2025-02-20 10:18:52 -- STEP: 659/924 -- GLOBAL_STEP: 113050 | > loss_disc: 2.360380172729492 (2.220821602029757) | > loss_disc_real_0: 0.12493693083524704 (0.11526433295359742) | > loss_disc_real_1: 0.19194340705871582 (0.19126749018345676) | > loss_disc_real_2: 0.20861922204494476 (0.20364789366269873) | > loss_disc_real_3: 0.18636560440063477 (0.20655072820747386) | > loss_disc_real_4: 0.2242993265390396 (0.21109750975426475) | > loss_disc_real_5: 0.22007600963115692 (0.20155887504720182) | > loss_0: 2.360380172729492 (2.220821602029757) | > grad_norm_0: tensor(37.7155, device='cuda:0') (tensor(60.6031, device='cuda:0')) | > loss_gen: 2.673708438873291 (2.8084867369604014) | > loss_kl: 2.349844217300415 (2.1603403634113305) | > loss_feat: 7.956349849700928 (8.552094071696489) | > loss_mel: 14.230803489685059 (15.170962267110127) | > loss_duration: 1.649247646331787 (1.6118117891059833) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.859954833984375 (30.30369526771928) | > grad_norm_1: tensor(1133.8531, device='cuda:0') (tensor(1028.4055, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.8333 (0.8345031282427825) | > loader_time: 0.011 (0.011233037809681644)  --> TIME: 2025-02-20 10:19:35 -- STEP: 709/924 -- GLOBAL_STEP: 113100 | > loss_disc: 2.0491840839385986 (2.2209220129276677) | > loss_disc_real_0: 0.05876845493912697 (0.11579785002093389) | > loss_disc_real_1: 0.18047115206718445 (0.19107507417249067) | > loss_disc_real_2: 0.1892598271369934 (0.20346569128029773) | > loss_disc_real_3: 0.16863812506198883 (0.20650277336158268) | > loss_disc_real_4: 0.20757563412189484 (0.2110626515111398) | > loss_disc_real_5: 0.18348632752895355 (0.20186575200561072) | > loss_0: 2.0491840839385986 (2.2209220129276677) | > grad_norm_0: tensor(23.4331, device='cuda:0') (tensor(60.4905, device='cuda:0')) | > loss_gen: 3.0993261337280273 (2.806417879500069) | > loss_kl: 1.9920099973678589 (2.16300769770263) | > loss_feat: 9.845842361450195 (8.554572086576346) | > loss_mel: 15.388117790222168 (15.177640250438696) | > loss_duration: 1.6018848419189453 (1.611507144061735) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.927183151245117 (30.313145092747618) | > grad_norm_1: tensor(719.6734, device='cuda:0') (tensor(1018.1057, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.8393 (0.8348416232928237) | > loader_time: 0.0108 (0.011237007270242674)  --> TIME: 2025-02-20 10:20:18 -- STEP: 759/924 -- GLOBAL_STEP: 113150 | > loss_disc: 2.3262925148010254 (2.2219451340762038) | > loss_disc_real_0: 0.08281915634870529 (0.11555432646543927) | > loss_disc_real_1: 0.1821228265762329 (0.19133080936703278) | > loss_disc_real_2: 0.2035832703113556 (0.203309480851818) | > loss_disc_real_3: 0.23762013018131256 (0.20677433079488977) | > loss_disc_real_4: 0.21243898570537567 (0.21108814115894947) | > loss_disc_real_5: 0.1909969598054886 (0.20202071367909) | > loss_0: 2.3262925148010254 (2.2219451340762038) | > grad_norm_0: tensor(54.3700, device='cuda:0') (tensor(60.2676, device='cuda:0')) | > loss_gen: 2.5987236499786377 (2.8067253638004876) | > loss_kl: 2.070274591445923 (2.1619483431965607) | > loss_feat: 8.18251895904541 (8.55818050118146) | > loss_mel: 14.580611228942871 (15.193653532638852) | > loss_duration: 1.6352587938308716 (1.611477551410006) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.0673885345459 (30.331985335419148) | > grad_norm_1: tensor(1313.8130, device='cuda:0') (tensor(1010.8856, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.865 (0.8349321413102988) | > loader_time: 0.0112 (0.011216581417480794)  --> TIME: 2025-02-20 10:21:00 -- STEP: 809/924 -- GLOBAL_STEP: 113200 | > loss_disc: 2.0547282695770264 (2.2219657049190853) | > loss_disc_real_0: 0.09506265819072723 (0.11633682864797572) | > loss_disc_real_1: 0.1564655750989914 (0.19127871694759319) | > loss_disc_real_2: 0.16113358736038208 (0.2032088014045074) | > loss_disc_real_3: 0.1657244861125946 (0.20678472478398582) | > loss_disc_real_4: 0.2058689296245575 (0.21101681423938753) | > loss_disc_real_5: 0.21774110198020935 (0.20162300997596735) | > loss_0: 2.0547282695770264 (2.2219657049190853) | > grad_norm_0: tensor(37.1859, device='cuda:0') (tensor(60.4028, device='cuda:0')) | > loss_gen: 3.01442813873291 (2.806194141857111) | > loss_kl: 2.19227933883667 (2.159998239191851) | > loss_feat: 9.391960144042969 (8.549200468216595) | > loss_mel: 16.75770378112793 (15.179784317393828) | > loss_duration: 1.6530730724334717 (1.6115005596901189) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.00944519042969 (30.30667777939692) | > grad_norm_1: tensor(1499.2740, device='cuda:0') (tensor(1009.0073, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.8495 (0.835346033310861) | > loader_time: 0.0109 (0.01122464532463159)  --> TIME: 2025-02-20 10:21:42 -- STEP: 859/924 -- GLOBAL_STEP: 113250 | > loss_disc: 2.1345231533050537 (2.222629325076227) | > loss_disc_real_0: 0.09129733592271805 (0.11637700739402293) | > loss_disc_real_1: 0.19272711873054504 (0.19128626491332354) | > loss_disc_real_2: 0.20525234937667847 (0.20327751302052988) | > loss_disc_real_3: 0.17489424347877502 (0.20679476097382266) | > loss_disc_real_4: 0.1896001249551773 (0.21104700506011037) | > loss_disc_real_5: 0.18446333706378937 (0.2017734047628254) | > loss_0: 2.1345231533050537 (2.222629325076227) | > grad_norm_0: tensor(40.6898, device='cuda:0') (tensor(60.3345, device='cuda:0')) | > loss_gen: 2.8605220317840576 (2.805322927146349) | > loss_kl: 2.330552101135254 (2.1618490628507803) | > loss_feat: 8.932245254516602 (8.543039386846965) | > loss_mel: 14.55843734741211 (15.174150023943332) | > loss_duration: 1.6502882242202759 (1.6112568905800402) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.33204460144043 (30.2956183481272) | > grad_norm_1: tensor(892.0319, device='cuda:0') (tensor(1010.4333, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.8313 (0.8347696289333395) | > loader_time: 0.013 (0.011195798691826181)  --> TIME: 2025-02-20 10:22:24 -- STEP: 909/924 -- GLOBAL_STEP: 113300 | > loss_disc: 2.2492828369140625 (2.2244502658760057) | > loss_disc_real_0: 0.09765410423278809 (0.11755923619053282) | > loss_disc_real_1: 0.165199413895607 (0.1913379116518662) | > loss_disc_real_2: 0.20471450686454773 (0.2034550318689105) | > loss_disc_real_3: 0.24153687059879303 (0.2068034034751036) | > loss_disc_real_4: 0.18230077624320984 (0.21093046534048313) | > loss_disc_real_5: 0.20162560045719147 (0.201629705899226) | > loss_0: 2.2492828369140625 (2.2244502658760057) | > grad_norm_0: tensor(38.5647, device='cuda:0') (tensor(60.9088, device='cuda:0')) | > loss_gen: 2.5941319465637207 (2.804008067900064) | > loss_kl: 2.221580982208252 (2.1626647119343696) | > loss_feat: 8.10123062133789 (8.539659104069207) | > loss_mel: 15.5338716506958 (15.177970273528818) | > loss_duration: 1.6238223314285278 (1.610926623260489) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.074636459350586 (30.295228811249356) | > grad_norm_1: tensor(804.0941, device='cuda:0') (tensor(1014.0028, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.8574 (0.8340688155691487) | > loader_time: 0.0108 (0.011194885891787425)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.304365634918213 (2.304365634918213) | > loss_disc_real_0: 0.1592382788658142 (0.1592382788658142) | > loss_disc_real_1: 0.19628654420375824 (0.19628654420375824) | > loss_disc_real_2: 0.2138233184814453 (0.2138233184814453) | > loss_disc_real_3: 0.21486316621303558 (0.21486316621303558) | > loss_disc_real_4: 0.22112981975078583 (0.22112981975078583) | > loss_disc_real_5: 0.20955194532871246 (0.20955194532871246) | > loss_0: 2.304365634918213 (2.304365634918213) | > loss_gen: 2.5332934856414795 (2.5332934856414795) | > loss_kl: 2.113463878631592 (2.113463878631592) | > loss_feat: 7.020560264587402 (7.020560264587402) | > loss_mel: 12.556421279907227 (12.556421279907227) | > loss_duration: 1.6697793006896973 (1.6697793006896973) | > loss_1: 25.893516540527344 (25.893516540527344)  --> STEP: 1 | > loss_disc: 2.239098072052002 (2.239098072052002) | > loss_disc_real_0: 0.16440147161483765 (0.16440147161483765) | > loss_disc_real_1: 0.2088746428489685 (0.2088746428489685) | > loss_disc_real_2: 0.22603070735931396 (0.22603070735931396) | > loss_disc_real_3: 0.20929767191410065 (0.20929767191410065) | > loss_disc_real_4: 0.20438934862613678 (0.20438934862613678) | > loss_disc_real_5: 0.2050669640302658 (0.2050669640302658) | > loss_0: 2.239098072052002 (2.239098072052002) | > loss_gen: 2.638092279434204 (2.638092279434204) | > loss_kl: 1.9667670726776123 (1.9667670726776123) | > loss_feat: 7.3448076248168945 (7.3448076248168945) | > loss_mel: 13.499007225036621 (13.499007225036621) | > loss_duration: 1.682782530784607 (1.682782530784607) | > loss_1: 27.13145637512207 (27.13145637512207)  --> STEP: 2 | > loss_disc: 2.318844795227051 (2.2789714336395264) | > loss_disc_real_0: 0.13943471014499664 (0.15191809087991714) | > loss_disc_real_1: 0.2083890289068222 (0.20863183587789536) | > loss_disc_real_2: 0.21328064799308777 (0.21965567767620087) | > loss_disc_real_3: 0.22019031643867493 (0.2147439941763878) | > loss_disc_real_4: 0.22537390887737274 (0.21488162875175476) | > loss_disc_real_5: 0.21558824181556702 (0.2103276029229164) | > loss_0: 2.318844795227051 (2.2789714336395264) | > loss_gen: 2.478179454803467 (2.5581358671188354) | > loss_kl: 2.0930850505828857 (2.029926061630249) | > loss_feat: 7.2851786613464355 (7.314993143081665) | > loss_mel: 12.951888084411621 (13.225447654724121) | > loss_duration: 1.5704270601272583 (1.6266047954559326) | > loss_1: 26.37875747680664 (26.755106925964355)  --> STEP: 3 | > loss_disc: 2.2078685760498047 (2.255270481109619) | > loss_disc_real_0: 0.15754838287830353 (0.15379485487937927) | > loss_disc_real_1: 0.19581802189350128 (0.204360564549764) | > loss_disc_real_2: 0.20755425095558167 (0.2156218687693278) | > loss_disc_real_3: 0.2066861093044281 (0.21205803255240122) | > loss_disc_real_4: 0.2088911384344101 (0.2128847986459732) | > loss_disc_real_5: 0.1711970418691635 (0.19728408257166544) | > loss_0: 2.2078685760498047 (2.255270481109619) | > loss_gen: 2.555528163909912 (2.557266632715861) | > loss_kl: 1.9494658708572388 (2.0031059980392456) | > loss_feat: 7.507204055786133 (7.379063447316487) | > loss_mel: 14.131000518798828 (13.52729860941569) | > loss_duration: 1.6394391059875488 (1.6308828989664714) | > loss_1: 27.782636642456055 (27.09761683146159)  --> STEP: 4 | > loss_disc: 2.4044957160949707 (2.292576789855957) | > loss_disc_real_0: 0.1770416498184204 (0.15960655361413956) | > loss_disc_real_1: 0.20239153504371643 (0.2038683071732521) | > loss_disc_real_2: 0.22790786623954773 (0.21869336813688278) | > loss_disc_real_3: 0.22556690871715546 (0.21543525159358978) | > loss_disc_real_4: 0.20560112595558167 (0.21106388047337532) | > loss_disc_real_5: 0.21475750207901 (0.2016524374485016) | > loss_0: 2.4044957160949707 (2.292576789855957) | > loss_gen: 2.331308603286743 (2.5007771253585815) | > loss_kl: 2.1917061805725098 (2.0502560436725616) | > loss_feat: 5.994205951690674 (7.032849073410034) | > loss_mel: 11.540473937988281 (13.030592441558838) | > loss_duration: 1.7650814056396484 (1.6644325256347656) | > loss_1: 23.822776794433594 (26.27890682220459)  --> STEP: 5 | > loss_disc: 2.1765992641448975 (2.269381284713745) | > loss_disc_real_0: 0.13805198669433594 (0.15529564023017883) | > loss_disc_real_1: 0.22311007976531982 (0.20771666169166564) | > loss_disc_real_2: 0.20143625140190125 (0.21524194478988648) | > loss_disc_real_3: 0.26828622817993164 (0.22600544691085817) | > loss_disc_real_4: 0.21731147170066833 (0.21231339871883392) | > loss_disc_real_5: 0.14393383264541626 (0.19010871648788452) | > loss_0: 2.1765992641448975 (2.269381284713745) | > loss_gen: 2.6658782958984375 (2.533797359466553) | > loss_kl: 1.9018237590789795 (2.020569586753845) | > loss_feat: 8.566818237304688 (7.339642906188965) | > loss_mel: 14.029205322265625 (13.230315017700196) | > loss_duration: 1.4860628843307495 (1.6287585973739624) | > loss_1: 28.649789810180664 (26.753083419799804) --> EVAL PERFORMANCE | > avg_loader_time: 0.15742383003234864 (+0.0056264400482177734) | > avg_loss_disc: 2.269381284713745 (-0.008407640457153143) | > avg_loss_disc_real_0: 0.15529564023017883 (+0.09562100246548652) | > avg_loss_disc_real_1: 0.20771666169166564 (+0.02558063268661498) | > avg_loss_disc_real_2: 0.21524194478988648 (-0.023914569616317743) | > avg_loss_disc_real_3: 0.22600544691085817 (+0.017439794540405285) | > avg_loss_disc_real_4: 0.21231339871883392 (-0.013200160861015331) | > avg_loss_disc_real_5: 0.19010871648788452 (-0.00673744678497315) | > avg_loss_0: 2.269381284713745 (-0.008407640457153143) | > avg_loss_gen: 2.533797359466553 (+0.09634499549865749) | > avg_loss_kl: 2.020569586753845 (-0.04746558666229239) | > avg_loss_feat: 7.339642906188965 (-0.7273454666137695) | > avg_loss_mel: 13.230315017700196 (-1.341242790222168) | > avg_loss_duration: 1.6287585973739624 (-0.0004487037658691406) | > avg_loss_1: 26.753083419799804 (-2.0201568603515625)  > EPOCH: 73/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 10:22:45)   --> TIME: 2025-02-20 10:23:17 -- STEP: 35/924 -- GLOBAL_STEP: 113350 | > loss_disc: 2.3333182334899902 (2.2067300489970614) | > loss_disc_real_0: 0.1405932605266571 (0.11169206170099122) | > loss_disc_real_1: 0.19693368673324585 (0.19086254835128785) | > loss_disc_real_2: 0.19168215990066528 (0.2018485976116998) | > loss_disc_real_3: 0.2273867279291153 (0.20877768865653445) | > loss_disc_real_4: 0.21087682247161865 (0.2099295471395765) | > loss_disc_real_5: 0.2148507535457611 (0.2006208713565554) | > loss_0: 2.3333182334899902 (2.2067300489970614) | > grad_norm_0: tensor(129.0643, device='cuda:0') (tensor(48.1120, device='cuda:0')) | > loss_gen: 2.9762184619903564 (2.8125816753932407) | > loss_kl: 2.292712926864624 (2.214597167287555) | > loss_feat: 8.676408767700195 (8.73262736456735) | > loss_mel: 15.163723945617676 (15.354234150477819) | > loss_duration: 1.6425018310546875 (1.608818030357361) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.751567840576172 (30.722858210972376) | > grad_norm_1: tensor(1336.8060, device='cuda:0') (tensor(922.7732, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.8278 (0.8321704592023577) | > loader_time: 0.014 (0.011331857953752791)  --> TIME: 2025-02-20 10:24:00 -- STEP: 85/924 -- GLOBAL_STEP: 113400 | > loss_disc: 2.3828094005584717 (2.2100878491121163) | > loss_disc_real_0: 0.09133745729923248 (0.10980538213077713) | > loss_disc_real_1: 0.20976315438747406 (0.1922885177766576) | > loss_disc_real_2: 0.20285558700561523 (0.20225516119424033) | > loss_disc_real_3: 0.24481265246868134 (0.20745213224607356) | > loss_disc_real_4: 0.2206621766090393 (0.21107170353917515) | > loss_disc_real_5: 0.21120484173297882 (0.2027354498119915) | > loss_0: 2.3828094005584717 (2.2100878491121163) | > grad_norm_0: tensor(36.7078, device='cuda:0') (tensor(49.0343, device='cuda:0')) | > loss_gen: 2.6070008277893066 (2.8101857213412993) | > loss_kl: 2.1452372074127197 (2.206449411897099) | > loss_feat: 7.686760902404785 (8.639554326674517) | > loss_mel: 13.944528579711914 (15.216728782653808) | > loss_duration: 1.6427814960479736 (1.6101442841922535) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.026309967041016 (30.483062385110294) | > grad_norm_1: tensor(1136.7643, device='cuda:0') (tensor(979.8441, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.848 (0.8365804391748765) | > loader_time: 0.0113 (0.011394357681274416)  --> TIME: 2025-02-20 10:24:42 -- STEP: 135/924 -- GLOBAL_STEP: 113450 | > loss_disc: 2.302623748779297 (2.228416414614076) | > loss_disc_real_0: 0.11709445714950562 (0.11531886450118489) | > loss_disc_real_1: 0.23522967100143433 (0.19350886863690842) | > loss_disc_real_2: 0.18698713183403015 (0.20345109943990355) | > loss_disc_real_3: 0.22267098724842072 (0.20785479655972233) | > loss_disc_real_4: 0.2114713042974472 (0.21254754309301024) | > loss_disc_real_5: 0.19460180401802063 (0.20271250153029408) | > loss_0: 2.302623748779297 (2.228416414614076) | > grad_norm_0: tensor(47.8961, device='cuda:0') (tensor(54.7664, device='cuda:0')) | > loss_gen: 2.7026257514953613 (2.790455150604247) | > loss_kl: 2.2353713512420654 (2.2076724617569545) | > loss_feat: 8.530982971191406 (8.510259794305869) | > loss_mel: 16.073104858398438 (15.079533746507433) | > loss_duration: 1.6223118305206299 (1.6113915805463437) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.164396286010742 (30.199312732837818) | > grad_norm_1: tensor(468.5636, device='cuda:0') (tensor(977.3361, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.8749 (0.8371078314604583) | > loader_time: 0.0108 (0.011330060605649598)  --> TIME: 2025-02-20 10:25:25 -- STEP: 185/924 -- GLOBAL_STEP: 113500 | > loss_disc: 2.154099464416504 (2.2269445097124243) | > loss_disc_real_0: 0.09659633040428162 (0.11514801872340409) | > loss_disc_real_1: 0.18857689201831818 (0.19332832549069387) | > loss_disc_real_2: 0.1964169442653656 (0.20418551419232342) | > loss_disc_real_3: 0.20305384695529938 (0.20757439732551577) | > loss_disc_real_4: 0.2760920226573944 (0.2118225455284118) | > loss_disc_real_5: 0.2082943469285965 (0.2018351782818099) | > loss_0: 2.154099464416504 (2.2269445097124243) | > grad_norm_0: tensor(63.7727, device='cuda:0') (tensor(58.1330, device='cuda:0')) | > loss_gen: 3.006155014038086 (2.7988774570258883) | > loss_kl: 2.137169361114502 (2.1939051344587996) | > loss_feat: 8.101722717285156 (8.543368037971295) | > loss_mel: 15.241849899291992 (15.119163642058501) | > loss_duration: 1.6321613788604736 (1.6095384211153598) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.11905860900879 (30.26485263721363) | > grad_norm_1: tensor(1335.8184, device='cuda:0') (tensor(991.0305, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.8339 (0.8360499613993877) | > loader_time: 0.0111 (0.0113930521784602)  --> TIME: 2025-02-20 10:26:07 -- STEP: 235/924 -- GLOBAL_STEP: 113550 | > loss_disc: 2.3220303058624268 (2.218868904925406) | > loss_disc_real_0: 0.14883990585803986 (0.11121543875717102) | > loss_disc_real_1: 0.19546425342559814 (0.1935139415111948) | > loss_disc_real_2: 0.23428811132907867 (0.2041663090599344) | > loss_disc_real_3: 0.2149873524904251 (0.20772228488262667) | > loss_disc_real_4: 0.2539830803871155 (0.2114731205270645) | > loss_disc_real_5: 0.21814019978046417 (0.2014726156884052) | > loss_0: 2.3220303058624268 (2.218868904925406) | > grad_norm_0: tensor(48.8363, device='cuda:0') (tensor(59.6221, device='cuda:0')) | > loss_gen: 2.6506998538970947 (2.8171898780985076) | > loss_kl: 2.2511115074157715 (2.1915527780005273) | > loss_feat: 7.113836765289307 (8.600339542551252) | > loss_mel: 12.668229103088379 (15.19659586561487) | > loss_duration: 1.65700364112854 (1.6114735070695267) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.340879440307617 (30.417151471401784) | > grad_norm_1: tensor(1120.7620, device='cuda:0') (tensor(972.6723, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.822 (0.8365979356968657) | > loader_time: 0.0106 (0.01141005982743933)  --> TIME: 2025-02-20 10:26:50 -- STEP: 285/924 -- GLOBAL_STEP: 113600 | > loss_disc: 2.2604143619537354 (2.2193261472802397) | > loss_disc_real_0: 0.14447066187858582 (0.11135172803412403) | > loss_disc_real_1: 0.20610907673835754 (0.19332931386797056) | > loss_disc_real_2: 0.195257768034935 (0.20380780153107228) | > loss_disc_real_3: 0.2321152687072754 (0.20795682940566748) | > loss_disc_real_4: 0.20165616273880005 (0.21087300976117443) | > loss_disc_real_5: 0.21920253336429596 (0.20125596554655784) | > loss_0: 2.2604143619537354 (2.2193261472802397) | > grad_norm_0: tensor(52.7095, device='cuda:0') (tensor(62.9124, device='cuda:0')) | > loss_gen: 2.7339255809783936 (2.814702397898623) | > loss_kl: 2.252232551574707 (2.188615171114604) | > loss_feat: 7.58439302444458 (8.59545275872214) | > loss_mel: 13.276544570922852 (15.196675293905693) | > loss_duration: 1.5985193252563477 (1.6124407312326265) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.445613861083984 (30.407886270891154) | > grad_norm_1: tensor(749.8417, device='cuda:0') (tensor(973.5980, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.8687 (0.8357458516171105) | > loader_time: 0.0115 (0.011388271733334192)  --> TIME: 2025-02-20 10:27:33 -- STEP: 335/924 -- GLOBAL_STEP: 113650 | > loss_disc: 2.1680171489715576 (2.22070888263076) | > loss_disc_real_0: 0.06356096267700195 (0.11125331055094946) | > loss_disc_real_1: 0.18096084892749786 (0.19324678084743574) | > loss_disc_real_2: 0.18145640194416046 (0.20415761444106031) | > loss_disc_real_3: 0.17876051366329193 (0.20790432825017333) | > loss_disc_real_4: 0.20528361201286316 (0.2109022709415919) | > loss_disc_real_5: 0.19886833429336548 (0.20117893285715757) | > loss_0: 2.1680171489715576 (2.22070888263076) | > grad_norm_0: tensor(39.2476, device='cuda:0') (tensor(63.9462, device='cuda:0')) | > loss_gen: 2.7602601051330566 (2.8166746424205256) | > loss_kl: 2.3863370418548584 (2.1904054371278665) | > loss_feat: 8.063676834106445 (8.583409794764735) | > loss_mel: 15.547975540161133 (15.190582355100718) | > loss_duration: 1.6000542640686035 (1.6122006683207266) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.35830307006836 (30.393272821227118) | > grad_norm_1: tensor(1269.4681, device='cuda:0') (tensor(965.7430, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.8467 (0.8366365774353939) | > loader_time: 0.0108 (0.011408545365974083)  --> TIME: 2025-02-20 10:28:15 -- STEP: 385/924 -- GLOBAL_STEP: 113700 | > loss_disc: 2.0732319355010986 (2.2254222244411315) | > loss_disc_real_0: 0.08839395642280579 (0.113954376874419) | > loss_disc_real_1: 0.21034502983093262 (0.19287357473528244) | > loss_disc_real_2: 0.18545393645763397 (0.20391962187630788) | > loss_disc_real_3: 0.1891353726387024 (0.20767420932844088) | > loss_disc_real_4: 0.2186589539051056 (0.2111432210578546) | > loss_disc_real_5: 0.16783112287521362 (0.202004490386356) | > loss_0: 2.0732319355010986 (2.2254222244411315) | > grad_norm_0: tensor(25.8543, device='cuda:0') (tensor(61.8960, device='cuda:0')) | > loss_gen: 3.0606377124786377 (2.802422045422837) | > loss_kl: 2.2581279277801514 (2.189582113166907) | > loss_feat: 9.514616966247559 (8.540590255291434) | > loss_mel: 15.692435264587402 (15.182487757794268) | > loss_duration: 1.5978244543075562 (1.61277932811093) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.12364196777344 (30.327861444052164) | > grad_norm_1: tensor(973.5325, device='cuda:0') (tensor(977.3223, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.8591 (0.836696803724611) | > loader_time: 0.0108 (0.01135651043483189)  --> TIME: 2025-02-20 10:28:58 -- STEP: 435/924 -- GLOBAL_STEP: 113750 | > loss_disc: 2.2324743270874023 (2.2251152455121637) | > loss_disc_real_0: 0.15408173203468323 (0.11369668829372559) | > loss_disc_real_1: 0.22920192778110504 (0.1926354030768078) | > loss_disc_real_2: 0.22302600741386414 (0.2038941956799606) | > loss_disc_real_3: 0.18893949687480927 (0.20748085876305897) | > loss_disc_real_4: 0.19503536820411682 (0.2112055265697939) | > loss_disc_real_5: 0.17147494852542877 (0.20192845891947034) | > loss_0: 2.2324743270874023 (2.2251152455121637) | > grad_norm_0: tensor(45.9073, device='cuda:0') (tensor(61.0789, device='cuda:0')) | > loss_gen: 2.887172222137451 (2.8042956434447173) | > loss_kl: 2.337653875350952 (2.187994187453697) | > loss_feat: 8.366605758666992 (8.544609620105257) | > loss_mel: 15.11827278137207 (15.208057399179744) | > loss_duration: 1.5631701946258545 (1.6130042284384538) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.27287483215332 (30.357961027649626) | > grad_norm_1: tensor(1415.6903, device='cuda:0') (tensor(974.8071, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.8755 (0.837028143323701) | > loader_time: 0.0123 (0.01136170529771125)  --> TIME: 2025-02-20 10:29:41 -- STEP: 485/924 -- GLOBAL_STEP: 113800 | > loss_disc: 2.220017433166504 (2.221499368087532) | > loss_disc_real_0: 0.2303788661956787 (0.1131723993064202) | > loss_disc_real_1: 0.20181745290756226 (0.19251170308934057) | > loss_disc_real_2: 0.1988128125667572 (0.20357820293338028) | > loss_disc_real_3: 0.23501308262348175 (0.20736528478332403) | > loss_disc_real_4: 0.20009680092334747 (0.21105564571533) | > loss_disc_real_5: 0.22051960229873657 (0.20135974211176647) | > loss_0: 2.220017433166504 (2.221499368087532) | > grad_norm_0: tensor(90.5884, device='cuda:0') (tensor(61.2241, device='cuda:0')) | > loss_gen: 2.9485387802124023 (2.8084808457757995) | > loss_kl: 2.1535375118255615 (2.182383993237288) | > loss_feat: 7.750018119812012 (8.551764761541294) | > loss_mel: 13.83001708984375 (15.200568789059353) | > loss_duration: 1.6369671821594238 (1.613028380797081) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.319080352783203 (30.356226714615968) | > grad_norm_1: tensor(684.3920, device='cuda:0') (tensor(973.3221, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.845 (0.837827811781893) | > loader_time: 0.0118 (0.011354350060531771)  --> TIME: 2025-02-20 10:30:24 -- STEP: 535/924 -- GLOBAL_STEP: 113850 | > loss_disc: 2.1548261642456055 (2.222157492815891) | > loss_disc_real_0: 0.19990448653697968 (0.11351808560228795) | > loss_disc_real_1: 0.20370741188526154 (0.19245496183355287) | > loss_disc_real_2: 0.19402138888835907 (0.2036786265183832) | > loss_disc_real_3: 0.19927385449409485 (0.20760576485473425) | > loss_disc_real_4: 0.19693629443645477 (0.21104632423859881) | > loss_disc_real_5: 0.19984951615333557 (0.201280867384973) | > loss_0: 2.1548261642456055 (2.222157492815891) | > grad_norm_0: tensor(63.8293, device='cuda:0') (tensor(62.5218, device='cuda:0')) | > loss_gen: 3.2042813301086426 (2.8111020774484783) | > loss_kl: 2.086076498031616 (2.1841891792333) | > loss_feat: 7.724472522735596 (8.56245992607044) | > loss_mel: 14.775416374206543 (15.218030154147996) | > loss_duration: 1.6192915439605713 (1.6132430941144993) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.409536361694336 (30.389024410069545) | > grad_norm_1: tensor(906.0712, device='cuda:0') (tensor(984.4008, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.8395 (0.8373802358859054) | > loader_time: 0.0103 (0.011308260053117697)  --> TIME: 2025-02-20 10:31:06 -- STEP: 585/924 -- GLOBAL_STEP: 113900 | > loss_disc: 2.0543105602264404 (2.220578656441126) | > loss_disc_real_0: 0.0577341765165329 (0.11331131707271959) | > loss_disc_real_1: 0.19245539605617523 (0.1924323120433044) | > loss_disc_real_2: 0.1687067598104477 (0.20344352184707296) | > loss_disc_real_3: 0.21996258199214935 (0.20765741548986513) | > loss_disc_real_4: 0.2337801158428192 (0.21092812803565938) | > loss_disc_real_5: 0.19198745489120483 (0.20125148605841855) | > loss_0: 2.0543105602264404 (2.220578656441126) | > grad_norm_0: tensor(37.6478, device='cuda:0') (tensor(62.9920, device='cuda:0')) | > loss_gen: 3.0621588230133057 (2.811335627237955) | > loss_kl: 2.4015631675720215 (2.1834539258581938) | > loss_feat: 9.093450546264648 (8.551448595421933) | > loss_mel: 16.191612243652344 (15.196237674941365) | > loss_duration: 1.6616575717926025 (1.6132084176071684) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.41044235229492 (30.355684221707858) | > grad_norm_1: tensor(1108.7712, device='cuda:0') (tensor(980.0858, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.8502 (0.8377428340096759) | > loader_time: 0.0113 (0.011294278120383236)  --> TIME: 2025-02-20 10:31:49 -- STEP: 635/924 -- GLOBAL_STEP: 113950 | > loss_disc: 2.184905767440796 (2.2201507303658423) | > loss_disc_real_0: 0.12691612541675568 (0.11331602909902888) | > loss_disc_real_1: 0.16308516263961792 (0.1921913985426973) | > loss_disc_real_2: 0.2277514934539795 (0.203145932189123) | > loss_disc_real_3: 0.2202572077512741 (0.20752394980802302) | > loss_disc_real_4: 0.26558539271354675 (0.21097774024554117) | > loss_disc_real_5: 0.18539199233055115 (0.20126286194784435) | > loss_0: 2.184905767440796 (2.2201507303658423) | > grad_norm_0: tensor(64.0704, device='cuda:0') (tensor(62.2833, device='cuda:0')) | > loss_gen: 2.9587628841400146 (2.8090982793822996) | > loss_kl: 1.9921014308929443 (2.1801116481540683) | > loss_feat: 8.992280960083008 (8.556403281744998) | > loss_mel: 15.250654220581055 (15.19326286315918) | > loss_duration: 1.6011983156204224 (1.6127554467343888) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.794998168945312 (30.35163151297982) | > grad_norm_1: tensor(1348.8226, device='cuda:0') (tensor(993.7500, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.8494 (0.8378361131262592) | > loader_time: 0.0108 (0.011300360687135701)  --> TIME: 2025-02-20 10:32:32 -- STEP: 685/924 -- GLOBAL_STEP: 114000 | > loss_disc: 2.4010655879974365 (2.2210099101936702) | > loss_disc_real_0: 0.07224643975496292 (0.114010171526975) | > loss_disc_real_1: 0.20615656673908234 (0.1920686953694284) | > loss_disc_real_2: 0.23854614794254303 (0.2030881365720374) | > loss_disc_real_3: 0.2172258049249649 (0.20761887526860193) | > loss_disc_real_4: 0.21901874244213104 (0.21082427943274915) | > loss_disc_real_5: 0.22199250757694244 (0.2010711167959401) | > loss_0: 2.4010655879974365 (2.2210099101936702) | > grad_norm_0: tensor(65.7242, device='cuda:0') (tensor(62.6156, device='cuda:0')) | > loss_gen: 2.6587507724761963 (2.8109360444284706) | > loss_kl: 2.2762155532836914 (2.1782067847077844) | > loss_feat: 8.189447402954102 (8.555306777814867) | > loss_mel: 14.52369499206543 (15.17643888153299) | > loss_duration: 1.623107671737671 (1.6127263037827744) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.271215438842773 (30.33361477817062) | > grad_norm_1: tensor(1064.2532, device='cuda:0') (tensor(990.5344, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.8624 (0.8375670586189214) | > loader_time: 0.0114 (0.011305402491214495) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_114000.pth  --> TIME: 2025-02-20 10:33:17 -- STEP: 735/924 -- GLOBAL_STEP: 114050 | > loss_disc: 2.316249370574951 (2.2212027947107935) | > loss_disc_real_0: 0.08159139007329941 (0.11384099813140168) | > loss_disc_real_1: 0.20607946813106537 (0.1921749054371908) | > loss_disc_real_2: 0.207085520029068 (0.2031690612739447) | > loss_disc_real_3: 0.20442649722099304 (0.20751918933424002) | > loss_disc_real_4: 0.2613449692726135 (0.21080870456030573) | > loss_disc_real_5: 0.21665693819522858 (0.2012329133088086) | > loss_0: 2.316249370574951 (2.2212027947107935) | > grad_norm_0: tensor(45.8228, device='cuda:0') (tensor(63.3013, device='cuda:0')) | > loss_gen: 2.848195791244507 (2.8110860227727565) | > loss_kl: 2.4226913452148438 (2.181050147653435) | > loss_feat: 8.227010726928711 (8.564300053135867) | > loss_mel: 15.128067970275879 (15.198614655060021) | > loss_duration: 1.578719973564148 (1.612661064400963) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.204687118530273 (30.367711922262803) | > grad_norm_1: tensor(868.9051, device='cuda:0') (tensor(989.0077, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.8558 (0.8383510625281302) | > loader_time: 0.0115 (0.011308156876336958)  --> TIME: 2025-02-20 10:34:00 -- STEP: 785/924 -- GLOBAL_STEP: 114100 | > loss_disc: 2.2302794456481934 (2.223721836934421) | > loss_disc_real_0: 0.11624725908041 (0.114545169605571) | > loss_disc_real_1: 0.18364521861076355 (0.19218333410988972) | > loss_disc_real_2: 0.18665054440498352 (0.20343457853338529) | > loss_disc_real_3: 0.19755828380584717 (0.20789973151152294) | > loss_disc_real_4: 0.22133824229240417 (0.21113228945975085) | > loss_disc_real_5: 0.19467900693416595 (0.20106892926487954) | > loss_0: 2.2302794456481934 (2.223721836934421) | > grad_norm_0: tensor(63.4425, device='cuda:0') (tensor(63.9111, device='cuda:0')) | > loss_gen: 2.619302749633789 (2.8104354311706152) | > loss_kl: 2.06177020072937 (2.17979473748784) | > loss_feat: 8.906107902526855 (8.558080166008809) | > loss_mel: 15.694005966186523 (15.202577477959311) | > loss_duration: 1.5826071500778198 (1.6131480613331868) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.863794326782227 (30.364035848143754) | > grad_norm_1: tensor(536.6970, device='cuda:0') (tensor(986.5510, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.7799 (0.8383292137437566) | > loader_time: 0.0083 (0.011316909607808298)  --> TIME: 2025-02-20 10:34:42 -- STEP: 835/924 -- GLOBAL_STEP: 114150 | > loss_disc: 2.3244354724884033 (2.2241275250554753) | > loss_disc_real_0: 0.07174284011125565 (0.1143699707251466) | > loss_disc_real_1: 0.17744331061840057 (0.1923916207459161) | > loss_disc_real_2: 0.20302584767341614 (0.20342870638399074) | > loss_disc_real_3: 0.17887508869171143 (0.20798772428920875) | > loss_disc_real_4: 0.1899786740541458 (0.21125105862132082) | > loss_disc_real_5: 0.16419866681098938 (0.20113864320659353) | > loss_0: 2.3244354724884033 (2.2241275250554753) | > grad_norm_0: tensor(71.2899, device='cuda:0') (tensor(64.0560, device='cuda:0')) | > loss_gen: 2.577183246612549 (2.8115418693976486) | > loss_kl: 2.175532817840576 (2.1796151515252564) | > loss_feat: 7.415372848510742 (8.561842457548575) | > loss_mel: 14.637557983398438 (15.215898926101046) | > loss_duration: 1.6087149381637573 (1.6127607582571961) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.41436195373535 (30.381659131992365) | > grad_norm_1: tensor(1469.8462, device='cuda:0') (tensor(992.4021, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.8284 (0.8374946288719862) | > loader_time: 0.0107 (0.011309540914204304)  --> TIME: 2025-02-20 10:35:24 -- STEP: 885/924 -- GLOBAL_STEP: 114200 | > loss_disc: 2.2414844036102295 (2.2226641242786935) | > loss_disc_real_0: 0.047520771622657776 (0.11423757715666362) | > loss_disc_real_1: 0.17933157086372375 (0.19224079049239748) | > loss_disc_real_2: 0.21407179534435272 (0.20328822110669095) | > loss_disc_real_3: 0.2354108989238739 (0.20787925977828134) | > loss_disc_real_4: 0.24430139362812042 (0.21111790541201655) | > loss_disc_real_5: 0.17288322746753693 (0.20110077518696165) | > loss_0: 2.2414844036102295 (2.2226641242786935) | > grad_norm_0: tensor(65.0847, device='cuda:0') (tensor(64.0848, device='cuda:0')) | > loss_gen: 2.7885169982910156 (2.8130741590833934) | > loss_kl: 2.0331289768218994 (2.1759417492117574) | > loss_feat: 8.050824165344238 (8.567302774978883) | > loss_mel: 15.509979248046875 (15.224330590673759) | > loss_duration: 1.6118228435516357 (1.6126779610154303) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.994272232055664 (30.39332719361041) | > grad_norm_1: tensor(1422.5110, device='cuda:0') (tensor(998.8479, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.8696 (0.8370604202572235) | > loader_time: 0.0121 (0.011340233431024065)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.436274290084839 (2.436274290084839) | > loss_disc_real_0: 0.14279548823833466 (0.14279548823833466) | > loss_disc_real_1: 0.1885436326265335 (0.1885436326265335) | > loss_disc_real_2: 0.20222218334674835 (0.20222218334674835) | > loss_disc_real_3: 0.21986179053783417 (0.21986179053783417) | > loss_disc_real_4: 0.24972938001155853 (0.24972938001155853) | > loss_disc_real_5: 0.23584754765033722 (0.23584754765033722) | > loss_0: 2.436274290084839 (2.436274290084839) | > loss_gen: 2.252988338470459 (2.252988338470459) | > loss_kl: 2.100027561187744 (2.100027561187744) | > loss_feat: 6.151587009429932 (6.151587009429932) | > loss_mel: 11.531920433044434 (11.531920433044434) | > loss_duration: 1.6758348941802979 (1.6758348941802979) | > loss_1: 23.712358474731445 (23.712358474731445)  --> STEP: 1 | > loss_disc: 2.3517377376556396 (2.3517377376556396) | > loss_disc_real_0: 0.1282445639371872 (0.1282445639371872) | > loss_disc_real_1: 0.1976085603237152 (0.1976085603237152) | > loss_disc_real_2: 0.225431889295578 (0.225431889295578) | > loss_disc_real_3: 0.20315973460674286 (0.20315973460674286) | > loss_disc_real_4: 0.23633818328380585 (0.23633818328380585) | > loss_disc_real_5: 0.2316153645515442 (0.2316153645515442) | > loss_0: 2.3517377376556396 (2.3517377376556396) | > loss_gen: 2.413424253463745 (2.413424253463745) | > loss_kl: 1.9477851390838623 (1.9477851390838623) | > loss_feat: 6.856633186340332 (6.856633186340332) | > loss_mel: 13.306378364562988 (13.306378364562988) | > loss_duration: 1.6945147514343262 (1.6945147514343262) | > loss_1: 26.21873664855957 (26.21873664855957)  --> STEP: 2 | > loss_disc: 2.283477306365967 (2.3176075220108032) | > loss_disc_real_0: 0.10027410089969635 (0.11425933241844177) | > loss_disc_real_1: 0.17854616045951843 (0.18807736039161682) | > loss_disc_real_2: 0.20728787779808044 (0.21635988354682922) | > loss_disc_real_3: 0.22388730943202972 (0.2135235220193863) | > loss_disc_real_4: 0.2527834177017212 (0.24456080049276352) | > loss_disc_real_5: 0.23184534907341003 (0.2317303568124771) | > loss_0: 2.283477306365967 (2.3176075220108032) | > loss_gen: 2.5336172580718994 (2.4735207557678223) | > loss_kl: 2.2986576557159424 (2.1232213973999023) | > loss_feat: 8.650154113769531 (7.753393650054932) | > loss_mel: 14.560513496398926 (13.933445930480957) | > loss_duration: 1.5693068504333496 (1.631910800933838) | > loss_1: 29.61224937438965 (27.91549301147461)  --> STEP: 3 | > loss_disc: 2.3864572048187256 (2.340557416280111) | > loss_disc_real_0: 0.10631375014781952 (0.11161080499490102) | > loss_disc_real_1: 0.18256323039531708 (0.1862393170595169) | > loss_disc_real_2: 0.22850704193115234 (0.2204089363416036) | > loss_disc_real_3: 0.22607731819152832 (0.21770812074343363) | > loss_disc_real_4: 0.2773801386356354 (0.2555005798737208) | > loss_disc_real_5: 0.23437608778476715 (0.2326122671365738) | > loss_0: 2.3864572048187256 (2.340557416280111) | > loss_gen: 2.4601223468780518 (2.469054619471232) | > loss_kl: 2.0356509685516357 (2.09403125445048) | > loss_feat: 7.406920433044434 (7.637902577718099) | > loss_mel: 13.571849822998047 (13.81291389465332) | > loss_duration: 1.652207612991333 (1.638676404953003) | > loss_1: 27.126752853393555 (27.65257962544759)  --> STEP: 4 | > loss_disc: 2.3321001529693604 (2.338443100452423) | > loss_disc_real_0: 0.10672742873430252 (0.1103899609297514) | > loss_disc_real_1: 0.19177918136119843 (0.1876242831349373) | > loss_disc_real_2: 0.22844338417053223 (0.22241754829883575) | > loss_disc_real_3: 0.2166968137025833 (0.21745529398322105) | > loss_disc_real_4: 0.26277077198028564 (0.257318127900362) | > loss_disc_real_5: 0.21116839349269867 (0.227251298725605) | > loss_0: 2.3321001529693604 (2.338443100452423) | > loss_gen: 2.5076494216918945 (2.4787033200263977) | > loss_kl: 2.0586392879486084 (2.085183262825012) | > loss_feat: 7.560920715332031 (7.618657112121582) | > loss_mel: 14.668203353881836 (14.02673625946045) | > loss_duration: 1.7524166107177734 (1.6671114563941956) | > loss_1: 28.54783058166504 (27.876392364501953)  --> STEP: 5 | > loss_disc: 2.2428927421569824 (2.319333028793335) | > loss_disc_real_0: 0.06528665870428085 (0.10136930048465728) | > loss_disc_real_1: 0.1775631606578827 (0.18561205863952637) | > loss_disc_real_2: 0.2644781768321991 (0.2308296740055084) | > loss_disc_real_3: 0.2176377773284912 (0.21749179065227509) | > loss_disc_real_4: 0.2576131224632263 (0.2573771268129349) | > loss_disc_real_5: 0.24877730011940002 (0.231556499004364) | > loss_0: 2.2428927421569824 (2.319333028793335) | > loss_gen: 2.6288468837738037 (2.508732032775879) | > loss_kl: 1.924501657485962 (2.053046941757202) | > loss_feat: 8.926206588745117 (7.880167007446289) | > loss_mel: 16.92351722717285 (14.60609245300293) | > loss_duration: 1.5393993854522705 (1.6415690422058105) | > loss_1: 31.942472457885742 (28.68960838317871) --> EVAL PERFORMANCE | > avg_loader_time: 0.15424556732177735 (-0.0031782627105712835) | > avg_loss_disc: 2.319333028793335 (+0.04995174407959002) | > avg_loss_disc_real_0: 0.10136930048465728 (-0.05392633974552155) | > avg_loss_disc_real_1: 0.18561205863952637 (-0.022104603052139266) | > avg_loss_disc_real_2: 0.2308296740055084 (+0.015587729215621932) | > avg_loss_disc_real_3: 0.21749179065227509 (-0.00851365625858308) | > avg_loss_disc_real_4: 0.2573771268129349 (+0.045063728094100974) | > avg_loss_disc_real_5: 0.231556499004364 (+0.04144778251647949) | > avg_loss_0: 2.319333028793335 (+0.04995174407959002) | > avg_loss_gen: 2.508732032775879 (-0.02506532669067374) | > avg_loss_kl: 2.053046941757202 (+0.03247735500335702) | > avg_loss_feat: 7.880167007446289 (+0.5405241012573239) | > avg_loss_mel: 14.60609245300293 (+1.3757774353027337) | > avg_loss_duration: 1.6415690422058105 (+0.012810444831848011) | > avg_loss_1: 28.68960838317871 (+1.9365249633789077)  > EPOCH: 74/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 10:36:05)   --> TIME: 2025-02-20 10:36:16 -- STEP: 11/924 -- GLOBAL_STEP: 114250 | > loss_disc: 2.061919927597046 (2.2056781595403496) | > loss_disc_real_0: 0.08157286047935486 (0.11159481379118832) | > loss_disc_real_1: 0.16806954145431519 (0.19076467779549686) | > loss_disc_real_2: 0.20822255313396454 (0.20499412173574622) | > loss_disc_real_3: 0.21917055547237396 (0.20404273677955975) | > loss_disc_real_4: 0.20860591530799866 (0.20771511169997128) | > loss_disc_real_5: 0.20091310143470764 (0.2012541497295553) | > loss_0: 2.061919927597046 (2.2056781595403496) | > grad_norm_0: tensor(45.0228, device='cuda:0') (tensor(49.8424, device='cuda:0')) | > loss_gen: 3.007672071456909 (2.740345694802024) | > loss_kl: 2.1329829692840576 (2.1640516194430264) | > loss_feat: 9.595844268798828 (8.283601023934104) | > loss_mel: 15.991567611694336 (14.505998958240856) | > loss_duration: 1.6024800539016724 (1.596569386395541) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.33054733276367 (29.29056670448997) | > grad_norm_1: tensor(1086.6083, device='cuda:0') (tensor(1058.2963, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.8401 (0.8328025557778098) | > loader_time: 0.0102 (0.01046852632002397)  --> TIME: 2025-02-20 10:37:00 -- STEP: 61/924 -- GLOBAL_STEP: 114300 | > loss_disc: 2.2473182678222656 (2.196427272968606) | > loss_disc_real_0: 0.10921122133731842 (0.1047110211898069) | > loss_disc_real_1: 0.2246323972940445 (0.19089830801135205) | > loss_disc_real_2: 0.22459717094898224 (0.20132967731991752) | > loss_disc_real_3: 0.16936133801937103 (0.20475532969490426) | > loss_disc_real_4: 0.22412638366222382 (0.2119487834269883) | > loss_disc_real_5: 0.19871965050697327 (0.20059403044278504) | > loss_0: 2.2473182678222656 (2.196427272968606) | > grad_norm_0: tensor(43.4821, device='cuda:0') (tensor(57.7855, device='cuda:0')) | > loss_gen: 2.7041847705841064 (2.832974289284378) | > loss_kl: 2.1084537506103516 (2.1693132373153188) | > loss_feat: 7.779685020446777 (8.52573715272497) | > loss_mel: 13.57694149017334 (14.908759586146621) | > loss_duration: 1.6466801166534424 (1.612586287201428) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.815946578979492 (30.04937062497999) | > grad_norm_1: tensor(1124.0348, device='cuda:0') (tensor(924.0341, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.8327 (0.8438598054354308) | > loader_time: 0.0107 (0.01116363337782563)  --> TIME: 2025-02-20 10:37:42 -- STEP: 111/924 -- GLOBAL_STEP: 114350 | > loss_disc: 2.249650478363037 (2.2185945543082988) | > loss_disc_real_0: 0.2081174999475479 (0.11652938508101411) | > loss_disc_real_1: 0.18129050731658936 (0.19065861914071952) | > loss_disc_real_2: 0.20454798638820648 (0.20253038084184802) | > loss_disc_real_3: 0.22555436193943024 (0.2057306285914) | > loss_disc_real_4: 0.18542152643203735 (0.21129423245653375) | > loss_disc_real_5: 0.17623582482337952 (0.20158947843152122) | > loss_0: 2.249650478363037 (2.2185945543082988) | > grad_norm_0: tensor(80.8412, device='cuda:0') (tensor(61.1124, device='cuda:0')) | > loss_gen: 3.085318088531494 (2.8033003141214183) | > loss_kl: 2.179499387741089 (2.1753739472982048) | > loss_feat: 9.121164321899414 (8.511973252167573) | > loss_mel: 15.326395988464355 (15.029767534754297) | > loss_duration: 1.6474835872650146 (1.612244142068399) | > amp_scaler: 128.0 (129.15315315315314) | > loss_1: 31.359861373901367 (30.13265915604325) | > grad_norm_1: tensor(884.8795, device='cuda:0') (tensor(1016.7975, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.8361 (0.8405873882877934) | > loader_time: 0.0112 (0.011070502770913612)  --> TIME: 2025-02-20 10:38:25 -- STEP: 161/924 -- GLOBAL_STEP: 114400 | > loss_disc: 2.3562612533569336 (2.223093485239871) | > loss_disc_real_0: 0.17715567350387573 (0.1141200709787215) | > loss_disc_real_1: 0.21238739788532257 (0.19174194113808388) | > loss_disc_real_2: 0.18745099008083344 (0.20323799855960814) | > loss_disc_real_3: 0.21283626556396484 (0.2068874151995463) | > loss_disc_real_4: 0.2041265219449997 (0.21191479080582257) | > loss_disc_real_5: 0.2158806324005127 (0.20211135970879784) | > loss_0: 2.3562612533569336 (2.223093485239871) | > grad_norm_0: tensor(98.2960, device='cuda:0') (tensor(57.5817, device='cuda:0')) | > loss_gen: 2.6719508171081543 (2.8009892309674567) | > loss_kl: 2.119824171066284 (2.157161945141621) | > loss_feat: 7.667316913604736 (8.5113232387519) | > loss_mel: 13.579615592956543 (15.087416785103935) | > loss_duration: 1.6352105140686035 (1.6129099323142386) | > amp_scaler: 128.0 (128.7950310559006) | > loss_1: 27.673917770385742 (30.169801084151178) | > grad_norm_1: tensor(967.7342, device='cuda:0') (tensor(1038.2712, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.8181 (0.8382530138359306) | > loader_time: 0.0104 (0.011047957106406641)  --> TIME: 2025-02-20 10:39:07 -- STEP: 211/924 -- GLOBAL_STEP: 114450 | > loss_disc: 2.0623579025268555 (2.218261693326216) | > loss_disc_real_0: 0.09599842131137848 (0.11421456551664814) | > loss_disc_real_1: 0.15947629511356354 (0.1913638919309417) | > loss_disc_real_2: 0.166510671377182 (0.2025763327476537) | > loss_disc_real_3: 0.16917124390602112 (0.2064540556398048) | > loss_disc_real_4: 0.13016656041145325 (0.2113982821810302) | > loss_disc_real_5: 0.18718557059764862 (0.2022609986823882) | > loss_0: 2.0623579025268555 (2.218261693326216) | > grad_norm_0: tensor(43.7663, device='cuda:0') (tensor(59.7340, device='cuda:0')) | > loss_gen: 2.9189295768737793 (2.806109901853082) | > loss_kl: 2.1887800693511963 (2.1568297356790826) | > loss_feat: 8.926192283630371 (8.542314326028686) | > loss_mel: 15.230342864990234 (15.155388240000647) | > loss_duration: 1.581820011138916 (1.6116785579383088) | > amp_scaler: 128.0 (128.60663507109) | > loss_1: 30.8460636138916 (30.27232069765787) | > grad_norm_1: tensor(1159.8680, device='cuda:0') (tensor(1058.1980, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.7927 (0.8385950682852505) | > loader_time: 0.0109 (0.011017995988023225)  --> TIME: 2025-02-20 10:39:50 -- STEP: 261/924 -- GLOBAL_STEP: 114500 | > loss_disc: 2.267470359802246 (2.2238370618600936) | > loss_disc_real_0: 0.16947834193706512 (0.1152842090932574) | > loss_disc_real_1: 0.1786775141954422 (0.19163475348346534) | > loss_disc_real_2: 0.20380878448486328 (0.20254103291308737) | > loss_disc_real_3: 0.1996603012084961 (0.20680519670133843) | > loss_disc_real_4: 0.19429174065589905 (0.21192670976065128) | > loss_disc_real_5: 0.19426412880420685 (0.20279975760713848) | > loss_0: 2.267470359802246 (2.2238370618600936) | > grad_norm_0: tensor(87.1538, device='cuda:0') (tensor(61.3965, device='cuda:0')) | > loss_gen: 2.6899971961975098 (2.8006508478259673) | > loss_kl: 1.9415953159332275 (2.1637465515355956) | > loss_feat: 8.003192901611328 (8.519093038478573) | > loss_mel: 14.517633438110352 (15.126009886292206) | > loss_duration: 1.555873155593872 (1.6123572154063373) | > amp_scaler: 128.0 (128.49042145593876) | > loss_1: 28.70829200744629 (30.22185751670165) | > grad_norm_1: tensor(1122.9767, device='cuda:0') (tensor(1058.4602, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.8675 (0.8385169369050827) | > loader_time: 0.0109 (0.011050898453284955)  --> TIME: 2025-02-20 10:40:33 -- STEP: 311/924 -- GLOBAL_STEP: 114550 | > loss_disc: 2.504967212677002 (2.2240238385185136) | > loss_disc_real_0: 0.20473937690258026 (0.11588895681442939) | > loss_disc_real_1: 0.21860800683498383 (0.19201679340896113) | > loss_disc_real_2: 0.2010067105293274 (0.20245146588497218) | > loss_disc_real_3: 0.2190035730600357 (0.20681277981141752) | > loss_disc_real_4: 0.2214312106370926 (0.2117331021755837) | > loss_disc_real_5: 0.17122529447078705 (0.20221449219145565) | > loss_0: 2.504967212677002 (2.2240238385185136) | > grad_norm_0: tensor(138.2864, device='cuda:0') (tensor(63.1707, device='cuda:0')) | > loss_gen: 2.4931373596191406 (2.806653563999287) | > loss_kl: 2.312760829925537 (2.165191108007523) | > loss_feat: 8.15866756439209 (8.530671906241263) | > loss_mel: 14.933262825012207 (15.125759256614366) | > loss_duration: 1.634293556213379 (1.6117307909815253) | > amp_scaler: 128.0 (128.41157556270107) | > loss_1: 29.532119750976562 (30.240006627760515) | > grad_norm_1: tensor(535.2798, device='cuda:0') (tensor(1044.0004, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.8502 (0.8385396440696099) | > loader_time: 0.0115 (0.011121152681553094)  --> TIME: 2025-02-20 10:41:16 -- STEP: 361/924 -- GLOBAL_STEP: 114600 | > loss_disc: 2.2289023399353027 (2.2243863373912243) | > loss_disc_real_0: 0.06423685699701309 (0.1163564271027857) | > loss_disc_real_1: 0.16260723769664764 (0.19207445195672254) | > loss_disc_real_2: 0.23821991682052612 (0.20269374953907943) | > loss_disc_real_3: 0.20234303176403046 (0.20698870871205735) | > loss_disc_real_4: 0.1985396295785904 (0.21174416032689422) | > loss_disc_real_5: 0.19814546406269073 (0.201706542986912) | > loss_0: 2.2289023399353027 (2.2243863373912243) | > grad_norm_0: tensor(38.0166, device='cuda:0') (tensor(62.7795, device='cuda:0')) | > loss_gen: 2.841465950012207 (2.8079689387799647) | > loss_kl: 2.114327907562256 (2.1645313260297705) | > loss_feat: 8.618216514587402 (8.52756523359515) | > loss_mel: 16.921873092651367 (15.137011760489763) | > loss_duration: 1.6222747564315796 (1.6121219809365728) | > amp_scaler: 128.0 (128.35457063711922) | > loss_1: 32.118160247802734 (30.249199272853186) | > grad_norm_1: tensor(1651.3612, device='cuda:0') (tensor(1040.3472, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.8395 (0.8407476404036839) | > loader_time: 0.0105 (0.011158568046760025)  --> TIME: 2025-02-20 10:41:59 -- STEP: 411/924 -- GLOBAL_STEP: 114650 | > loss_disc: 2.31638240814209 (2.226605044084163) | > loss_disc_real_0: 0.1524161994457245 (0.11664688320708101) | > loss_disc_real_1: 0.1966467648744583 (0.19234852416671977) | > loss_disc_real_2: 0.21681077778339386 (0.20285500205346269) | > loss_disc_real_3: 0.20277252793312073 (0.20686996650231723) | > loss_disc_real_4: 0.21406316757202148 (0.2119417695958538) | > loss_disc_real_5: 0.20326903462409973 (0.2018735187259613) | > loss_0: 2.31638240814209 (2.226605044084163) | > grad_norm_0: tensor(175.8360, device='cuda:0') (tensor(63.0660, device='cuda:0')) | > loss_gen: 2.7327568531036377 (2.80262050083374) | > loss_kl: 2.1477127075195312 (2.1669414020222777) | > loss_feat: 8.164812088012695 (8.520366012034906) | > loss_mel: 15.142513275146484 (15.139030055118013) | > loss_duration: 1.6042826175689697 (1.612347553536259) | > amp_scaler: 128.0 (128.31143552311445) | > loss_1: 29.792078018188477 (30.241305539207737) | > grad_norm_1: tensor(1387.3481, device='cuda:0') (tensor(1050.8839, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.859 (0.8409286943375336) | > loader_time: 0.0146 (0.011181328418481084)  --> TIME: 2025-02-20 10:42:42 -- STEP: 461/924 -- GLOBAL_STEP: 114700 | > loss_disc: 2.2627217769622803 (2.224565711817876) | > loss_disc_real_0: 0.07818016409873962 (0.11524336367296034) | > loss_disc_real_1: 0.19275420904159546 (0.19240114555053753) | > loss_disc_real_2: 0.19069336354732513 (0.20308034015322457) | > loss_disc_real_3: 0.1460694968700409 (0.20704153416084362) | > loss_disc_real_4: 0.19841977953910828 (0.21215434918693238) | > loss_disc_real_5: 0.2029452919960022 (0.2015903897567322) | > loss_0: 2.2627217769622803 (2.224565711817876) | > grad_norm_0: tensor(49.9264, device='cuda:0') (tensor(63.2318, device='cuda:0')) | > loss_gen: 2.656890630722046 (2.8058464496099518) | > loss_kl: 2.2927517890930176 (2.1699539942751755) | > loss_feat: 8.649949073791504 (8.526728985883658) | > loss_mel: 16.025747299194336 (15.144392063198794) | > loss_duration: 1.6200059652328491 (1.612268208423043) | > amp_scaler: 128.0 (128.2776572668114) | > loss_1: 31.245346069335938 (30.25918973397278) | > grad_norm_1: tensor(931.0829, device='cuda:0') (tensor(1047.7805, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.85 (0.8408605830012585) | > loader_time: 0.0113 (0.011167465218235764)  --> TIME: 2025-02-20 10:43:25 -- STEP: 511/924 -- GLOBAL_STEP: 114750 | > loss_disc: 2.3897902965545654 (2.223382381543721) | > loss_disc_real_0: 0.20835910737514496 (0.11461837178573683) | > loss_disc_real_1: 0.1900046467781067 (0.19227465812240796) | > loss_disc_real_2: 0.23539121448993683 (0.20326989072642915) | > loss_disc_real_3: 0.21644404530525208 (0.20675373129881988) | > loss_disc_real_4: 0.22984516620635986 (0.21223839391350974) | > loss_disc_real_5: 0.22680658102035522 (0.2016086020231713) | > loss_0: 2.3897902965545654 (2.223382381543721) | > grad_norm_0: tensor(115.4384, device='cuda:0') (tensor(63.4130, device='cuda:0')) | > loss_gen: 2.8720760345458984 (2.8126522580238245) | > loss_kl: 2.101008653640747 (2.1727906913440074) | > loss_feat: 8.415665626525879 (8.539861787321975) | > loss_mel: 15.637040138244629 (15.165596887323488) | > loss_duration: 1.62818443775177 (1.6125798013112311) | > amp_scaler: 128.0 (128.25048923679068) | > loss_1: 30.653974533081055 (30.30348142859054) | > grad_norm_1: tensor(1151.1188, device='cuda:0') (tensor(1027.3005, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.8315 (0.8407992028910117) | > loader_time: 0.0105 (0.011210180775293396)  --> TIME: 2025-02-20 10:44:07 -- STEP: 561/924 -- GLOBAL_STEP: 114800 | > loss_disc: 2.267981767654419 (2.225280879865568) | > loss_disc_real_0: 0.14929929375648499 (0.11475037367028354) | > loss_disc_real_1: 0.17123374342918396 (0.1921762569331018) | > loss_disc_real_2: 0.22365546226501465 (0.2034632503826988) | > loss_disc_real_3: 0.21657223999500275 (0.2070130275001288) | > loss_disc_real_4: 0.19744816422462463 (0.21232951603790015) | > loss_disc_real_5: 0.21419541537761688 (0.20216967165470112) | > loss_0: 2.267981767654419 (2.225280879865568) | > grad_norm_0: tensor(127.1867, device='cuda:0') (tensor(62.0705, device='cuda:0')) | > loss_gen: 2.7160871028900146 (2.8068123951740236) | > loss_kl: 2.1607627868652344 (2.173505280532092) | > loss_feat: 8.069052696228027 (8.526450234513437) | > loss_mel: 15.287078857421875 (15.154013463732605) | > loss_duration: 1.594300389289856 (1.6126550521017602) | > amp_scaler: 128.0 (128.22816399286995) | > loss_1: 29.82728385925293 (30.27343643582866) | > grad_norm_1: tensor(1114.4775, device='cuda:0') (tensor(1029.1615, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.8487 (0.8403484353832169) | > loader_time: 0.0102 (0.01122553888276724)  --> TIME: 2025-02-20 10:44:50 -- STEP: 611/924 -- GLOBAL_STEP: 114850 | > loss_disc: 2.2236123085021973 (2.225647517780235) | > loss_disc_real_0: 0.13029050827026367 (0.11556564658611969) | > loss_disc_real_1: 0.2179780900478363 (0.1920527598520348) | > loss_disc_real_2: 0.1937762051820755 (0.20358610816555994) | > loss_disc_real_3: 0.20109456777572632 (0.20675800235884084) | > loss_disc_real_4: 0.2413966953754425 (0.21212268143941046) | > loss_disc_real_5: 0.19316904246807098 (0.20201883556507222) | > loss_0: 2.2236123085021973 (2.225647517780235) | > grad_norm_0: tensor(46.2721, device='cuda:0') (tensor(62.0355, device='cuda:0')) | > loss_gen: 2.6485142707824707 (2.804822509690705) | > loss_kl: 2.075263261795044 (2.1713079075571393) | > loss_feat: 8.2393798828125 (8.521887170507547) | > loss_mel: 14.297927856445312 (15.16107298231359) | > loss_duration: 1.594883918762207 (1.6125403679724402) | > amp_scaler: 128.0 (128.20949263502467) | > loss_1: 28.855968475341797 (30.271630953649844) | > grad_norm_1: tensor(711.8885, device='cuda:0') (tensor(1026.3530, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.8274 (0.8403245317955458) | > loader_time: 0.0097 (0.011214728831464455)  --> TIME: 2025-02-20 10:45:33 -- STEP: 661/924 -- GLOBAL_STEP: 114900 | > loss_disc: 2.344076156616211 (2.2279176427088063) | > loss_disc_real_0: 0.06420949846506119 (0.1163418523843278) | > loss_disc_real_1: 0.18982219696044922 (0.1920435842515482) | > loss_disc_real_2: 0.21331171691417694 (0.20386030530604954) | > loss_disc_real_3: 0.19304412603378296 (0.20680684669566046) | > loss_disc_real_4: 0.2058510184288025 (0.2120992320613672) | > loss_disc_real_5: 0.14730070531368256 (0.2020992555299072) | > loss_0: 2.344076156616211 (2.2279176427088063) | > grad_norm_0: tensor(62.3191, device='cuda:0') (tensor(61.5646, device='cuda:0')) | > loss_gen: 2.7239956855773926 (2.8011867743937953) | > loss_kl: 2.0547983646392822 (2.168276086697604) | > loss_feat: 8.850688934326172 (8.506029521463134) | > loss_mel: 15.13017463684082 (15.148689560017319) | > loss_duration: 1.6037375926971436 (1.612447523673976) | > amp_scaler: 128.0 (128.1936459909228) | > loss_1: 30.363393783569336 (30.236629471656233) | > grad_norm_1: tensor(1237.8511, device='cuda:0') (tensor(1033.9714, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.8598 (0.8403398312526827) | > loader_time: 0.0143 (0.01123868391120668)  --> TIME: 2025-02-20 10:46:16 -- STEP: 711/924 -- GLOBAL_STEP: 114950 | > loss_disc: 2.3286163806915283 (2.2304181532853082) | > loss_disc_real_0: 0.09922947734594345 (0.11710301038459388) | > loss_disc_real_1: 0.1546715945005417 (0.19212615179780845) | > loss_disc_real_2: 0.21077029407024384 (0.2040515590443391) | > loss_disc_real_3: 0.20052145421504974 (0.2069847744309282) | > loss_disc_real_4: 0.21199731528759003 (0.21224717523394407) | > loss_disc_real_5: 0.2131963074207306 (0.2022388434946621) | > loss_0: 2.3286163806915283 (2.2304181532853082) | > grad_norm_0: tensor(21.8149, device='cuda:0') (tensor(61.3434, device='cuda:0')) | > loss_gen: 2.5149307250976562 (2.800248965935367) | > loss_kl: 2.3477578163146973 (2.1633389125225766) | > loss_feat: 8.174042701721191 (8.503029354513945) | > loss_mel: 15.428924560546875 (15.150680550040072) | > loss_duration: 1.6154680252075195 (1.612492525124851) | > amp_scaler: 128.0 (128.18002812939523) | > loss_1: 30.08112335205078 (30.229790332112803) | > grad_norm_1: tensor(302.0293, device='cuda:0') (tensor(1026.9905, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.8175 (0.8408587485258425) | > loader_time: 0.01 (0.011265014629659108)  --> TIME: 2025-02-20 10:46:59 -- STEP: 761/924 -- GLOBAL_STEP: 115000 | > loss_disc: 2.423211097717285 (2.23072268521112) | > loss_disc_real_0: 0.11883930116891861 (0.11757291412854794) | > loss_disc_real_1: 0.1842568814754486 (0.19196710675837345) | > loss_disc_real_2: 0.21269366145133972 (0.20387630961571052) | > loss_disc_real_3: 0.1868472397327423 (0.2071439545900217) | > loss_disc_real_4: 0.2060791403055191 (0.21209551429231582) | > loss_disc_real_5: 0.21519051492214203 (0.20225945158167674) | > loss_0: 2.423211097717285 (2.23072268521112) | > grad_norm_0: tensor(65.1632, device='cuda:0') (tensor(61.0624, device='cuda:0')) | > loss_gen: 2.424457550048828 (2.798588032478103) | > loss_kl: 2.113115072250366 (2.164743179404001) | > loss_feat: 7.733482837677002 (8.50317180360351) | > loss_mel: 14.650466918945312 (15.155970169899499) | > loss_duration: 1.5997858047485352 (1.6125825449295639) | > amp_scaler: 128.0 (128.1681997371879) | > loss_1: 28.52130889892578 (30.2350557580414) | > grad_norm_1: tensor(798.0306, device='cuda:0') (tensor(1023.2693, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.8085 (0.8408769524207099) | > loader_time: 0.0094 (0.011278936333474604) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_115000.pth  --> TIME: 2025-02-20 10:47:44 -- STEP: 811/924 -- GLOBAL_STEP: 115050 | > loss_disc: 2.1322267055511475 (2.230078081020443) | > loss_disc_real_0: 0.05029652640223503 (0.11775112008324537) | > loss_disc_real_1: 0.17349018156528473 (0.1918184704683566) | > loss_disc_real_2: 0.2068089097738266 (0.20379889294339765) | > loss_disc_real_3: 0.2030370980501175 (0.20713753674900487) | > loss_disc_real_4: 0.20251981914043427 (0.2120840327880825) | > loss_disc_real_5: 0.216863214969635 (0.2024748765400688) | > loss_0: 2.1322267055511475 (2.230078081020443) | > grad_norm_0: tensor(26.2054, device='cuda:0') (tensor(59.9689, device='cuda:0')) | > loss_gen: 2.8366451263427734 (2.7954861329898306) | > loss_kl: 2.235976219177246 (2.1639487599327003) | > loss_feat: 9.219202041625977 (8.497051000301122) | > loss_mel: 15.929285049438477 (15.154273428252534) | > loss_duration: 1.5840659141540527 (1.6127620135811778) | > amp_scaler: 128.0 (128.15782983970405) | > loss_1: 31.80517578125 (30.223521356076994) | > grad_norm_1: tensor(641.4865, device='cuda:0') (tensor(1017.6533, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.8425 (0.8406096319088074) | > loader_time: 0.011 (0.011259166879806805)  --> TIME: 2025-02-20 10:48:26 -- STEP: 861/924 -- GLOBAL_STEP: 115100 | > loss_disc: 2.150721311569214 (2.2299413812562) | > loss_disc_real_0: 0.07419820129871368 (0.117519648739166) | > loss_disc_real_1: 0.17948082089424133 (0.19187549968075956) | > loss_disc_real_2: 0.19586388766765594 (0.203934464408961) | > loss_disc_real_3: 0.20485855638980865 (0.2070084113484891) | > loss_disc_real_4: 0.210996612906456 (0.21206121098219852) | > loss_disc_real_5: 0.21850945055484772 (0.2023732886497152) | > loss_0: 2.150721311569214 (2.2299413812562) | > grad_norm_0: tensor(51.6010, device='cuda:0') (tensor(60.3766, device='cuda:0')) | > loss_gen: 2.8936779499053955 (2.7968895983612923) | > loss_kl: 1.9684867858886719 (2.1665744575196997) | > loss_feat: 8.624883651733398 (8.504338716934523) | > loss_mel: 15.854427337646484 (15.174054224455121) | > loss_duration: 1.6502728462219238 (1.6127108253806859) | > amp_scaler: 128.0 (128.14866434378627) | > loss_1: 30.991748809814453 (30.254567838573568) | > grad_norm_1: tensor(607.2498, device='cuda:0') (tensor(1005.7358, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.8156 (0.8402626871647323) | > loader_time: 0.0112 (0.011260089143228036)  --> TIME: 2025-02-20 10:49:09 -- STEP: 911/924 -- GLOBAL_STEP: 115150 | > loss_disc: 2.0735700130462646 (2.2292092229872433) | > loss_disc_real_0: 0.050605010241270065 (0.1178228959980964) | > loss_disc_real_1: 0.1905006766319275 (0.19172772120696663) | > loss_disc_real_2: 0.2011442631483078 (0.2037976490319365) | > loss_disc_real_3: 0.17901775240898132 (0.2069893017591158) | > loss_disc_real_4: 0.20841559767723083 (0.21188161630923597) | > loss_disc_real_5: 0.15438105165958405 (0.2024089487762273) | > loss_0: 2.0735700130462646 (2.2292092229872433) | > grad_norm_0: tensor(23.3406, device='cuda:0') (tensor(60.2998, device='cuda:0')) | > loss_gen: 2.9316537380218506 (2.796617987388838) | > loss_kl: 2.1640474796295166 (2.166175347782519) | > loss_feat: 9.33617877960205 (8.503692547916462) | > loss_mel: 16.088233947753906 (15.176499723733846) | > loss_duration: 1.6048846244812012 (1.6124206045979852) | > amp_scaler: 128.0 (128.14050493962677) | > loss_1: 32.124996185302734 (30.25540622162636) | > grad_norm_1: tensor(791.8763, device='cuda:0') (tensor(999.0645, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.8564 (0.8398893730046331) | > loader_time: 0.0109 (0.011266238341347188)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1307225227355957 (2.1307225227355957) | > loss_disc_real_0: 0.06673005223274231 (0.06673005223274231) | > loss_disc_real_1: 0.1963517963886261 (0.1963517963886261) | > loss_disc_real_2: 0.19167008996009827 (0.19167008996009827) | > loss_disc_real_3: 0.18913491070270538 (0.18913491070270538) | > loss_disc_real_4: 0.20364335179328918 (0.20364335179328918) | > loss_disc_real_5: 0.15661413967609406 (0.15661413967609406) | > loss_0: 2.1307225227355957 (2.1307225227355957) | > loss_gen: 2.4854469299316406 (2.4854469299316406) | > loss_kl: 2.001680850982666 (2.001680850982666) | > loss_feat: 8.969171524047852 (8.969171524047852) | > loss_mel: 14.807933807373047 (14.807933807373047) | > loss_duration: 1.6861392259597778 (1.6861392259597778) | > loss_1: 29.95037269592285 (29.95037269592285)  --> STEP: 1 | > loss_disc: 2.1473329067230225 (2.1473329067230225) | > loss_disc_real_0: 0.07477151602506638 (0.07477151602506638) | > loss_disc_real_1: 0.1796439290046692 (0.1796439290046692) | > loss_disc_real_2: 0.1875898689031601 (0.1875898689031601) | > loss_disc_real_3: 0.19265802204608917 (0.19265802204608917) | > loss_disc_real_4: 0.19967657327651978 (0.19967657327651978) | > loss_disc_real_5: 0.13004745543003082 (0.13004745543003082) | > loss_0: 2.1473329067230225 (2.1473329067230225) | > loss_gen: 2.4428532123565674 (2.4428532123565674) | > loss_kl: 2.042948007583618 (2.042948007583618) | > loss_feat: 9.012556076049805 (9.012556076049805) | > loss_mel: 13.924520492553711 (13.924520492553711) | > loss_duration: 1.6701918840408325 (1.6701918840408325) | > loss_1: 29.09307098388672 (29.09307098388672)  --> STEP: 2 | > loss_disc: 2.192782402038574 (2.1700576543807983) | > loss_disc_real_0: 0.07453170418739319 (0.07465161010622978) | > loss_disc_real_1: 0.2029692530632019 (0.19130659103393555) | > loss_disc_real_2: 0.18104267120361328 (0.1843162700533867) | > loss_disc_real_3: 0.21047595143318176 (0.20156698673963547) | > loss_disc_real_4: 0.21560241281986237 (0.20763949304819107) | > loss_disc_real_5: 0.17593584954738617 (0.1529916524887085) | > loss_0: 2.192782402038574 (2.1700576543807983) | > loss_gen: 2.4212257862091064 (2.432039499282837) | > loss_kl: 2.0609207153320312 (2.0519343614578247) | > loss_feat: 8.265254974365234 (8.63890552520752) | > loss_mel: 13.674842834472656 (13.799681663513184) | > loss_duration: 1.5854259729385376 (1.627808928489685) | > loss_1: 28.007671356201172 (28.550371170043945)  --> STEP: 3 | > loss_disc: 2.020773410797119 (2.1202962398529053) | > loss_disc_real_0: 0.04354936257004738 (0.06428419426083565) | > loss_disc_real_1: 0.17888687551021576 (0.18716668585936228) | > loss_disc_real_2: 0.18053993582725525 (0.18305749197800955) | > loss_disc_real_3: 0.21518461406230927 (0.2061061958471934) | > loss_disc_real_4: 0.23152107000350952 (0.2156000186999639) | > loss_disc_real_5: 0.14853337407112122 (0.15150555968284607) | > loss_0: 2.020773410797119 (2.1202962398529053) | > loss_gen: 2.723235607147217 (2.5291048685709634) | > loss_kl: 1.9834933280944824 (2.029120683670044) | > loss_feat: 8.915159225463867 (8.730990091959635) | > loss_mel: 15.693913459777832 (14.431092262268066) | > loss_duration: 1.6629843711853027 (1.6395340760548909) | > loss_1: 30.978788375854492 (29.359843571980793)  --> STEP: 4 | > loss_disc: 2.304375171661377 (2.166315972805023) | > loss_disc_real_0: 0.08905524760484695 (0.07047695759683847) | > loss_disc_real_1: 0.20625756680965424 (0.19193940609693527) | > loss_disc_real_2: 0.19770820438861847 (0.18672017008066177) | > loss_disc_real_3: 0.20283479988574982 (0.2052883468568325) | > loss_disc_real_4: 0.1921318769454956 (0.20973298326134682) | > loss_disc_real_5: 0.17341460287570953 (0.15698282048106194) | > loss_0: 2.304375171661377 (2.166315972805023) | > loss_gen: 2.270751953125 (2.4645166397094727) | > loss_kl: 2.132786512374878 (2.0550371408462524) | > loss_feat: 7.2123942375183105 (8.351341128349304) | > loss_mel: 12.440069198608398 (13.93333649635315) | > loss_duration: 1.7439501285552979 (1.6656380891799927) | > loss_1: 25.799951553344727 (28.469870567321777)  --> STEP: 5 | > loss_disc: 1.9858672618865967 (2.130226230621338) | > loss_disc_real_0: 0.04664520546793938 (0.06571060717105866) | > loss_disc_real_1: 0.13516685366630554 (0.18058489561080932) | > loss_disc_real_2: 0.16078639030456543 (0.1815334141254425) | > loss_disc_real_3: 0.15975572168827057 (0.1961818218231201) | > loss_disc_real_4: 0.23402003943920135 (0.21459039449691772) | > loss_disc_real_5: 0.1399984061717987 (0.1535859376192093) | > loss_0: 1.9858672618865967 (2.130226230621338) | > loss_gen: 2.7411489486694336 (2.519843101501465) | > loss_kl: 1.985329270362854 (2.041095566749573) | > loss_feat: 11.30070686340332 (8.941214275360107) | > loss_mel: 16.892133712768555 (14.52509593963623) | > loss_duration: 1.5338094234466553 (1.639272356033325) | > loss_1: 34.453128814697266 (29.666522216796874) --> EVAL PERFORMANCE | > avg_loader_time: 0.15764455795288085 (+0.0033989906311034934) | > avg_loss_disc: 2.130226230621338 (-0.18910679817199716) | > avg_loss_disc_real_0: 0.06571060717105866 (-0.035658693313598624) | > avg_loss_disc_real_1: 0.18058489561080932 (-0.005027163028717058) | > avg_loss_disc_real_2: 0.1815334141254425 (-0.04929625988006592) | > avg_loss_disc_real_3: 0.1961818218231201 (-0.02130996882915498) | > avg_loss_disc_real_4: 0.21459039449691772 (-0.04278673231601718) | > avg_loss_disc_real_5: 0.1535859376192093 (-0.07797056138515471) | > avg_loss_0: 2.130226230621338 (-0.18910679817199716) | > avg_loss_gen: 2.519843101501465 (+0.01111106872558576) | > avg_loss_kl: 2.041095566749573 (-0.011951375007629217) | > avg_loss_feat: 8.941214275360107 (+1.0610472679138176) | > avg_loss_mel: 14.52509593963623 (-0.08099651336669922) | > avg_loss_duration: 1.639272356033325 (-0.0022966861724853516) | > avg_loss_1: 29.666522216796874 (+0.9769138336181626)  > EPOCH: 75/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 10:49:28)   --> TIME: 2025-02-20 10:50:02 -- STEP: 37/924 -- GLOBAL_STEP: 115200 | > loss_disc: 2.224440097808838 (2.2709439348530127) | > loss_disc_real_0: 0.13766363263130188 (0.1332629334080864) | > loss_disc_real_1: 0.1971825510263443 (0.1882818385555937) | > loss_disc_real_2: 0.18595542013645172 (0.2048439085483551) | > loss_disc_real_3: 0.20111045241355896 (0.20783871653917674) | > loss_disc_real_4: 0.22991390526294708 (0.21361464664742752) | > loss_disc_real_5: 0.181523397564888 (0.2032862537213274) | > loss_0: 2.224440097808838 (2.2709439348530127) | > grad_norm_0: tensor(74.2763, device='cuda:0') (tensor(65.9930, device='cuda:0')) | > loss_gen: 2.7495949268341064 (2.76937257276999) | > loss_kl: 2.09285831451416 (2.169575745994981) | > loss_feat: 8.009814262390137 (8.374545973700446) | > loss_mel: 13.852126121520996 (15.103894929628115) | > loss_duration: 1.6199277639389038 (1.6114611206827938) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.324323654174805 (30.028850143020218) | > grad_norm_1: tensor(998.7510, device='cuda:0') (tensor(806.8812, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.8383 (0.8348151799794791) | > loader_time: 0.0119 (0.0109078497500033)  --> TIME: 2025-02-20 10:50:44 -- STEP: 87/924 -- GLOBAL_STEP: 115250 | > loss_disc: 2.0819942951202393 (2.2438936877524713) | > loss_disc_real_0: 0.08771420270204544 (0.1239511772305116) | > loss_disc_real_1: 0.19063816964626312 (0.1899452139248793) | > loss_disc_real_2: 0.18567773699760437 (0.2032663414533111) | > loss_disc_real_3: 0.19377350807189941 (0.20697760667609072) | > loss_disc_real_4: 0.22209829092025757 (0.21341549870611606) | > loss_disc_real_5: 0.14930185675621033 (0.2023694716479586) | > loss_0: 2.0819942951202393 (2.2438936877524713) | > grad_norm_0: tensor(27.2044, device='cuda:0') (tensor(61.3220, device='cuda:0')) | > loss_gen: 2.906719923019409 (2.7776349440388297) | > loss_kl: 1.9498348236083984 (2.164903479060906) | > loss_feat: 8.857709884643555 (8.444273082689307) | > loss_mel: 14.21928596496582 (15.007305309690278) | > loss_duration: 1.6562988758087158 (1.6141797482282265) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.5898494720459 (30.008296637699523) | > grad_norm_1: tensor(672.2473, device='cuda:0') (tensor(923.9226, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.784 (0.8335858432725928) | > loader_time: 0.0149 (0.011191288630167643)  --> TIME: 2025-02-20 10:51:27 -- STEP: 137/924 -- GLOBAL_STEP: 115300 | > loss_disc: 2.2926883697509766 (2.2225457038322514) | > loss_disc_real_0: 0.1791493445634842 (0.11483238031067988) | > loss_disc_real_1: 0.14499831199645996 (0.18976240273374712) | > loss_disc_real_2: 0.21279636025428772 (0.20237762856222416) | > loss_disc_real_3: 0.17753799259662628 (0.2062189173306862) | > loss_disc_real_4: 0.22692982852458954 (0.21374601778322763) | > loss_disc_real_5: 0.22031448781490326 (0.20181206091694587) | > loss_0: 2.2926883697509766 (2.2225457038322514) | > grad_norm_0: tensor(160.7025, device='cuda:0') (tensor(59.0410, device='cuda:0')) | > loss_gen: 2.919090509414673 (2.8027425960902748) | > loss_kl: 1.9584341049194336 (2.1392997894843973) | > loss_feat: 9.441763877868652 (8.537398160809154) | > loss_mel: 17.26972770690918 (15.065630578646696) | > loss_duration: 1.60908842086792 (1.6132180334007653) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.19810485839844 (30.15828916452227) | > grad_norm_1: tensor(1036.7843, device='cuda:0') (tensor(934.6403, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.8225 (0.8320407414958425) | > loader_time: 0.0133 (0.011302739164254961)  --> TIME: 2025-02-20 10:52:09 -- STEP: 187/924 -- GLOBAL_STEP: 115350 | > loss_disc: 2.1675877571105957 (2.2276642258791997) | > loss_disc_real_0: 0.226791650056839 (0.11451010923972105) | > loss_disc_real_1: 0.1927182525396347 (0.1909940634022422) | > loss_disc_real_2: 0.1759701520204544 (0.2041181223118369) | > loss_disc_real_3: 0.17077751457691193 (0.20619424460405972) | > loss_disc_real_4: 0.1776912659406662 (0.21311901900220045) | > loss_disc_real_5: 0.20185314118862152 (0.20196746046689734) | > loss_0: 2.1675877571105957 (2.2276642258791997) | > grad_norm_0: tensor(151.6340, device='cuda:0') (tensor(60.1433, device='cuda:0')) | > loss_gen: 2.9405274391174316 (2.804836612334226) | > loss_kl: 2.2346081733703613 (2.1344101977220813) | > loss_feat: 9.675897598266602 (8.51511672473847) | > loss_mel: 16.855792999267578 (15.121691759894876) | > loss_duration: 1.5986664295196533 (1.6103932003286434) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.30549240112305 (30.186448520517605) | > grad_norm_1: tensor(1661.4287, device='cuda:0') (tensor(939.2515, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.8222 (0.8323786590188582) | > loader_time: 0.0106 (0.01134243878451261)  --> TIME: 2025-02-20 10:52:52 -- STEP: 237/924 -- GLOBAL_STEP: 115400 | > loss_disc: 2.297382116317749 (2.2324195431254585) | > loss_disc_real_0: 0.158397376537323 (0.1160987700936915) | > loss_disc_real_1: 0.24174843728542328 (0.19131996485754407) | > loss_disc_real_2: 0.18918640911579132 (0.2041397985652529) | > loss_disc_real_3: 0.17862018942832947 (0.20693853623253383) | > loss_disc_real_4: 0.20052076876163483 (0.21224635059823466) | > loss_disc_real_5: 0.18372860550880432 (0.2020678067823502) | > loss_0: 2.297382116317749 (2.2324195431254585) | > grad_norm_0: tensor(20.9500, device='cuda:0') (tensor(60.4963, device='cuda:0')) | > loss_gen: 2.536104679107666 (2.796114498049901) | > loss_kl: 2.2959017753601074 (2.1422896113576755) | > loss_feat: 7.906303405761719 (8.484224550834698) | > loss_mel: 15.140714645385742 (15.103532726754619) | > loss_duration: 1.6043517589569092 (1.6115398029737835) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.483375549316406 (30.13770119550359) | > grad_norm_1: tensor(766.6838, device='cuda:0') (tensor(937.8868, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.8378 (0.8339324118215826) | > loader_time: 0.0133 (0.011398364722980227)  --> TIME: 2025-02-20 10:53:35 -- STEP: 287/924 -- GLOBAL_STEP: 115450 | > loss_disc: 2.1495423316955566 (2.231213243580861) | > loss_disc_real_0: 0.1460733711719513 (0.1167903871823894) | > loss_disc_real_1: 0.19828857481479645 (0.1911477940838511) | > loss_disc_real_2: 0.18334044516086578 (0.20384439472952787) | > loss_disc_real_3: 0.18970689177513123 (0.20691535562173002) | > loss_disc_real_4: 0.1856359839439392 (0.21204769476365548) | > loss_disc_real_5: 0.18991920351982117 (0.2016683874281856) | > loss_0: 2.1495423316955566 (2.231213243580861) | > grad_norm_0: tensor(53.5859, device='cuda:0') (tensor(59.7583, device='cuda:0')) | > loss_gen: 2.6898348331451416 (2.7937942606231476) | > loss_kl: 2.135774612426758 (2.136970471422015) | > loss_feat: 8.769062995910645 (8.482938616948683) | > loss_mel: 15.50996208190918 (15.09552275760664) | > loss_duration: 1.5321595668792725 (1.611772518540093) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.63679313659668 (30.120998608526037) | > grad_norm_1: tensor(915.3058, device='cuda:0') (tensor(942.6326, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.8483 (0.8365516238927011) | > loader_time: 0.0113 (0.0114203537798094)  --> TIME: 2025-02-20 10:54:18 -- STEP: 337/924 -- GLOBAL_STEP: 115500 | > loss_disc: 2.395589828491211 (2.2302782376371417) | > loss_disc_real_0: 0.30763891339302063 (0.1174441393276881) | > loss_disc_real_1: 0.1837756186723709 (0.19080379967873448) | > loss_disc_real_2: 0.20384056866168976 (0.20358339858514968) | > loss_disc_real_3: 0.20738516747951508 (0.2062423991962428) | > loss_disc_real_4: 0.22085940837860107 (0.2117957983066491) | > loss_disc_real_5: 0.18642498552799225 (0.20232597194634136) | > loss_0: 2.395589828491211 (2.2302782376371417) | > grad_norm_0: tensor(197.5385, device='cuda:0') (tensor(59.8609, device='cuda:0')) | > loss_gen: 2.91828989982605 (2.792212134652747) | > loss_kl: 2.1802282333374023 (2.138623352220574) | > loss_feat: 9.090808868408203 (8.495663889084096) | > loss_mel: 16.28084945678711 (15.120303632243804) | > loss_duration: 1.5629541873931885 (1.6117312975382592) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.03313064575195 (30.158534228271122) | > grad_norm_1: tensor(1446.4678, device='cuda:0') (tensor(949.5575, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.8565 (0.8374759924517895) | > loader_time: 0.0108 (0.01142740037391731)  --> TIME: 2025-02-20 10:55:01 -- STEP: 387/924 -- GLOBAL_STEP: 115550 | > loss_disc: 2.3800292015075684 (2.2355103249389683) | > loss_disc_real_0: 0.15349192917346954 (0.11999152105022462) | > loss_disc_real_1: 0.18714243173599243 (0.19084433633689726) | > loss_disc_real_2: 0.20125989615917206 (0.20339721017721699) | > loss_disc_real_3: 0.1974675953388214 (0.20667035735238745) | > loss_disc_real_4: 0.20399704575538635 (0.21181660775066347) | > loss_disc_real_5: 0.20469865202903748 (0.2024307184171615) | > loss_0: 2.3800292015075684 (2.2355103249389683) | > grad_norm_0: tensor(18.4501, device='cuda:0') (tensor(58.5529, device='cuda:0')) | > loss_gen: 2.4347071647644043 (2.7883661501783426) | > loss_kl: 2.195371150970459 (2.1466063883261444) | > loss_feat: 8.047804832458496 (8.487837250534577) | > loss_mel: 14.247336387634277 (15.12234304117602) | > loss_duration: 1.631669521331787 (1.6119945271070613) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.5568904876709 (30.157147296639376) | > grad_norm_1: tensor(586.7575, device='cuda:0') (tensor(916.1680, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.8707 (0.8381114289434073) | > loader_time: 0.0115 (0.011422579910712037)  --> TIME: 2025-02-20 10:55:44 -- STEP: 437/924 -- GLOBAL_STEP: 115600 | > loss_disc: 2.318699836730957 (2.2401278916430973) | > loss_disc_real_0: 0.2793908715248108 (0.12211782213308991) | > loss_disc_real_1: 0.2061225026845932 (0.1909608815027319) | > loss_disc_real_2: 0.2032858431339264 (0.2033683631731116) | > loss_disc_real_3: 0.2604115605354309 (0.20684502128878235) | > loss_disc_real_4: 0.21810728311538696 (0.2120148008966337) | > loss_disc_real_5: 0.2246934175491333 (0.2029641227502572) | > loss_0: 2.318699836730957 (2.2401278916430973) | > grad_norm_0: tensor(89.4499, device='cuda:0') (tensor(56.0716, device='cuda:0')) | > loss_gen: 2.94448184967041 (2.7740880395509557) | > loss_kl: 2.223757028579712 (2.1496205100751293) | > loss_feat: 7.5657243728637695 (8.458608912112243) | > loss_mel: 14.249277114868164 (15.121098217211271) | > loss_duration: 1.5904910564422607 (1.6119067949888635) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.573728561401367 (30.115322401103494) | > grad_norm_1: tensor(1016.8644, device='cuda:0') (tensor(918.0710, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.8184 (0.8386388828879908) | > loader_time: 0.0102 (0.01138581836796462)  --> TIME: 2025-02-20 10:56:27 -- STEP: 487/924 -- GLOBAL_STEP: 115650 | > loss_disc: 2.283926248550415 (2.2411403376953314) | > loss_disc_real_0: 0.12719322741031647 (0.12233025306793699) | > loss_disc_real_1: 0.17628225684165955 (0.19135436544183337) | > loss_disc_real_2: 0.20813393592834473 (0.2034555723473766) | > loss_disc_real_3: 0.20490385591983795 (0.20696661050681955) | > loss_disc_real_4: 0.21891270577907562 (0.21197572934921272) | > loss_disc_real_5: 0.2315397560596466 (0.20292933005265876) | > loss_0: 2.283926248550415 (2.2411403376953314) | > grad_norm_0: tensor(24.1678, device='cuda:0') (tensor(54.9841, device='cuda:0')) | > loss_gen: 2.610039710998535 (2.7731379581427915) | > loss_kl: 2.176839828491211 (2.148652270099709) | > loss_feat: 8.239082336425781 (8.463713859385786) | > loss_mel: 15.08171272277832 (15.121846492775168) | > loss_duration: 1.594486117362976 (1.611812467447786) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.702159881591797 (30.119162957036764) | > grad_norm_1: tensor(772.9037, device='cuda:0') (tensor(904.4068, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.8361 (0.8392814537338162) | > loader_time: 0.0109 (0.011371803969083629)  --> TIME: 2025-02-20 10:57:10 -- STEP: 537/924 -- GLOBAL_STEP: 115700 | > loss_disc: 2.2772061824798584 (2.2385136903553255) | > loss_disc_real_0: 0.08120929449796677 (0.12272710198435925) | > loss_disc_real_1: 0.21170096099376678 (0.1911440804683962) | > loss_disc_real_2: 0.2329062819480896 (0.20312608936645463) | > loss_disc_real_3: 0.24628210067749023 (0.20677282754158402) | > loss_disc_real_4: 0.21130943298339844 (0.21169092970964407) | > loss_disc_real_5: 0.21498450636863708 (0.20273852235944578) | > loss_0: 2.2772061824798584 (2.2385136903553255) | > grad_norm_0: tensor(35.6339, device='cuda:0') (tensor(56.0216, device='cuda:0')) | > loss_gen: 2.717334032058716 (2.7774062205515317) | > loss_kl: 2.1052725315093994 (2.151622018778567) | > loss_feat: 8.35175609588623 (8.480957890800042) | > loss_mel: 14.201876640319824 (15.135679809740802) | > loss_duration: 1.6852543354034424 (1.6117564029089786) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.061494827270508 (30.157422234448198) | > grad_norm_1: tensor(1035.3284, device='cuda:0') (tensor(912.2748, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.8154 (0.8391353817625419) | > loader_time: 0.0107 (0.011362919816313734)  --> TIME: 2025-02-20 10:57:52 -- STEP: 587/924 -- GLOBAL_STEP: 115750 | > loss_disc: 2.197385787963867 (2.238308287560432) | > loss_disc_real_0: 0.16083328425884247 (0.12290564532910539) | > loss_disc_real_1: 0.19944867491722107 (0.19103490194429534) | > loss_disc_real_2: 0.22862790524959564 (0.2032659885932071) | > loss_disc_real_3: 0.2030370533466339 (0.2065819111958883) | > loss_disc_real_4: 0.19461208581924438 (0.21162571477524472) | > loss_disc_real_5: 0.17501114308834076 (0.20280032571931922) | > loss_0: 2.197385787963867 (2.238308287560432) | > grad_norm_0: tensor(89.5602, device='cuda:0') (tensor(56.0943, device='cuda:0')) | > loss_gen: 2.790421485900879 (2.7765084811735394) | > loss_kl: 2.122304916381836 (2.147339231923247) | > loss_feat: 9.187934875488281 (8.478722541458165) | > loss_mel: 15.871310234069824 (15.131785103572085) | > loss_duration: 1.6160602569580078 (1.611510868576153) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.588029861450195 (30.145866137346985) | > grad_norm_1: tensor(1143.4557, device='cuda:0') (tensor(926.3480, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.8348 (0.8394293114923741) | > loader_time: 0.0099 (0.011333976937315127)  --> TIME: 2025-02-20 10:58:36 -- STEP: 637/924 -- GLOBAL_STEP: 115800 | > loss_disc: 2.1371910572052 (2.2373839753388993) | > loss_disc_real_0: 0.128224179148674 (0.12263016305641626) | > loss_disc_real_1: 0.1940380185842514 (0.1910794636752206) | > loss_disc_real_2: 0.18937474489212036 (0.2032472975259674) | > loss_disc_real_3: 0.20567108690738678 (0.2064415244517185) | > loss_disc_real_4: 0.2007933259010315 (0.21153322229486432) | > loss_disc_real_5: 0.17163416743278503 (0.20257271666027143) | > loss_0: 2.1371910572052 (2.2373839753388993) | > grad_norm_0: tensor(59.8973, device='cuda:0') (tensor(57.0626, device='cuda:0')) | > loss_gen: 2.940643072128296 (2.780670788823342) | > loss_kl: 2.123326301574707 (2.1461088659250556) | > loss_feat: 8.754103660583496 (8.494405350468043) | > loss_mel: 15.234230995178223 (15.14080325774907) | > loss_duration: 1.6461551189422607 (1.6110017949033932) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.698457717895508 (30.172989951572387) | > grad_norm_1: tensor(1347.8002, device='cuda:0') (tensor(925.4620, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.8441 (0.8401688432768339) | > loader_time: 0.0113 (0.011327414535091297)  --> TIME: 2025-02-20 10:59:18 -- STEP: 687/924 -- GLOBAL_STEP: 115850 | > loss_disc: 2.4485323429107666 (2.2360097398924537) | > loss_disc_real_0: 0.1320810616016388 (0.12186521675106914) | > loss_disc_real_1: 0.23281407356262207 (0.19135147649821943) | > loss_disc_real_2: 0.21861611306667328 (0.2031409363255578) | > loss_disc_real_3: 0.22192274034023285 (0.20638854704048964) | > loss_disc_real_4: 0.23362039029598236 (0.21162406750988577) | > loss_disc_real_5: 0.24133458733558655 (0.2025372648972266) | > loss_0: 2.4485323429107666 (2.2360097398924537) | > grad_norm_0: tensor(34.9477, device='cuda:0') (tensor(57.0849, device='cuda:0')) | > loss_gen: 2.458622694015503 (2.784609310838677) | > loss_kl: 2.244974136352539 (2.149709026539342) | > loss_feat: 7.273343563079834 (8.50617777867436) | > loss_mel: 13.784791946411133 (15.14305598524113) | > loss_duration: 1.6093006134033203 (1.6106029047889645) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.37103271484375 (30.194154911513237) | > grad_norm_1: tensor(324.5191, device='cuda:0') (tensor(924.7021, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.8345 (0.8400473056748793) | > loader_time: 0.0115 (0.01132300708665252)  --> TIME: 2025-02-20 11:00:01 -- STEP: 737/924 -- GLOBAL_STEP: 115900 | > loss_disc: 2.234952449798584 (2.2362819208057183) | > loss_disc_real_0: 0.19543732702732086 (0.12162834709684593) | > loss_disc_real_1: 0.17486472427845 (0.19138796374788128) | > loss_disc_real_2: 0.2044467180967331 (0.20328571161146572) | > loss_disc_real_3: 0.19320276379585266 (0.20640096218000442) | > loss_disc_real_4: 0.15227705240249634 (0.21151289790666572) | > loss_disc_real_5: 0.21602417528629303 (0.20238628317292395) | > loss_0: 2.234952449798584 (2.2362819208057183) | > grad_norm_0: tensor(129.6453, device='cuda:0') (tensor(57.1190, device='cuda:0')) | > loss_gen: 3.022460460662842 (2.784442740832447) | > loss_kl: 2.111320972442627 (2.1515241513582195) | > loss_feat: 9.187274932861328 (8.505736810381421) | > loss_mel: 14.996273040771484 (15.147485581634811) | > loss_duration: 1.5943901538848877 (1.610426754446818) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.911720275878906 (30.199615957293776) | > grad_norm_1: tensor(678.3680, device='cuda:0') (tensor(929.3675, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.8524 (0.8404321722292029) | > loader_time: 0.0107 (0.011354215433024981)  --> TIME: 2025-02-20 11:00:44 -- STEP: 787/924 -- GLOBAL_STEP: 115950 | > loss_disc: 2.3397018909454346 (2.2363588766039864) | > loss_disc_real_0: 0.13501283526420593 (0.12113135781853898) | > loss_disc_real_1: 0.16178171336650848 (0.19137272956334964) | > loss_disc_real_2: 0.22906726598739624 (0.20331288065661932) | > loss_disc_real_3: 0.19283154606819153 (0.2065177424852246) | > loss_disc_real_4: 0.19816401600837708 (0.21158285815803643) | > loss_disc_real_5: 0.24039486050605774 (0.20261511775597546) | > loss_0: 2.3397018909454346 (2.2363588766039864) | > grad_norm_0: tensor(74.1679, device='cuda:0') (tensor(57.3222, device='cuda:0')) | > loss_gen: 2.545825242996216 (2.7838711096340676) | > loss_kl: 2.0048739910125732 (2.1523797963444102) | > loss_feat: 7.067233085632324 (8.500533097883956) | > loss_mel: 13.67507266998291 (15.136682540670586) | > loss_duration: 1.587855339050293 (1.6110389034205794) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.880863189697266 (30.1845053681273) | > grad_norm_1: tensor(308.7120, device='cuda:0') (tensor(929.9476, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.8775 (0.8406060693224626) | > loader_time: 0.0116 (0.011362357242589084)  --> TIME: 2025-02-20 11:01:27 -- STEP: 837/924 -- GLOBAL_STEP: 116000 | > loss_disc: 2.5996978282928467 (2.2350711962085765) | > loss_disc_real_0: 0.32033631205558777 (0.12123121111570294) | > loss_disc_real_1: 0.22502322494983673 (0.1913268766237987) | > loss_disc_real_2: 0.23317861557006836 (0.2030835709264202) | > loss_disc_real_3: 0.19721314311027527 (0.20634372788731778) | > loss_disc_real_4: 0.19971421360969543 (0.2116103981273291) | > loss_disc_real_5: 0.22270452976226807 (0.20263602292630278) | > loss_0: 2.5996978282928467 (2.2350711962085765) | > grad_norm_0: tensor(127.1995, device='cuda:0') (tensor(58.1744, device='cuda:0')) | > loss_gen: 2.463440418243408 (2.7867196252838804) | > loss_kl: 2.08589243888855 (2.1525961053841405) | > loss_feat: 6.653859615325928 (8.501354435153905) | > loss_mel: 13.559844970703125 (15.142225688218785) | > loss_duration: 1.6008200645446777 (1.6107427340396978) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.36385726928711 (30.193638517865143) | > grad_norm_1: tensor(853.3187, device='cuda:0') (tensor(934.5784, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.8486 (0.8402567789973325) | > loader_time: 0.0113 (0.011366524861562503) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_116000.pth  --> TIME: 2025-02-20 11:02:12 -- STEP: 887/924 -- GLOBAL_STEP: 116050 | > loss_disc: 2.227983236312866 (2.2371858241458646) | > loss_disc_real_0: 0.10407091677188873 (0.12265059913444545) | > loss_disc_real_1: 0.17646579444408417 (0.19124735745663313) | > loss_disc_real_2: 0.20710934698581696 (0.20296774989386698) | > loss_disc_real_3: 0.20516102015972137 (0.20641157269612248) | > loss_disc_real_4: 0.1870642453432083 (0.21150343131857768) | > loss_disc_real_5: 0.2500999867916107 (0.20287026973124164) | > loss_0: 2.227983236312866 (2.2371858241458646) | > grad_norm_0: tensor(27.7209, device='cuda:0') (tensor(58.7865, device='cuda:0')) | > loss_gen: 2.5992281436920166 (2.787097049270163) | > loss_kl: 2.099303722381592 (2.155379068219807) | > loss_feat: 7.668392181396484 (8.504271595964576) | > loss_mel: 14.381338119506836 (15.162254611964693) | > loss_duration: 1.5799694061279297 (1.6108762563417292) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.328231811523438 (30.219878524642652) | > grad_norm_1: tensor(1084.2100, device='cuda:0') (tensor(928.0542, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.7957 (0.8403227477089799) | > loader_time: 0.0102 (0.011376051112522274)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.39589524269104 (2.39589524269104) | > loss_disc_real_0: 0.12758870422840118 (0.12758870422840118) | > loss_disc_real_1: 0.23235486447811127 (0.23235486447811127) | > loss_disc_real_2: 0.20433568954467773 (0.20433568954467773) | > loss_disc_real_3: 0.2081879824399948 (0.2081879824399948) | > loss_disc_real_4: 0.23441104590892792 (0.23441104590892792) | > loss_disc_real_5: 0.20520849525928497 (0.20520849525928497) | > loss_0: 2.39589524269104 (2.39589524269104) | > loss_gen: 2.3420138359069824 (2.3420138359069824) | > loss_kl: 2.0427112579345703 (2.0427112579345703) | > loss_feat: 6.828750133514404 (6.828750133514404) | > loss_mel: 14.07722282409668 (14.07722282409668) | > loss_duration: 1.6765735149383545 (1.6765735149383545) | > loss_1: 26.96727180480957 (26.96727180480957)  --> STEP: 1 | > loss_disc: 2.4318318367004395 (2.4318318367004395) | > loss_disc_real_0: 0.12392499297857285 (0.12392499297857285) | > loss_disc_real_1: 0.2411990463733673 (0.2411990463733673) | > loss_disc_real_2: 0.20885057747364044 (0.20885057747364044) | > loss_disc_real_3: 0.20311695337295532 (0.20311695337295532) | > loss_disc_real_4: 0.23193053901195526 (0.23193053901195526) | > loss_disc_real_5: 0.23235337436199188 (0.23235337436199188) | > loss_0: 2.4318318367004395 (2.4318318367004395) | > loss_gen: 2.302462577819824 (2.302462577819824) | > loss_kl: 2.119042158126831 (2.119042158126831) | > loss_feat: 7.34789514541626 (7.34789514541626) | > loss_mel: 14.520730972290039 (14.520730972290039) | > loss_duration: 1.697596788406372 (1.697596788406372) | > loss_1: 27.987728118896484 (27.987728118896484)  --> STEP: 2 | > loss_disc: 2.2927236557006836 (2.3622777462005615) | > loss_disc_real_0: 0.09344439208507538 (0.10868469253182411) | > loss_disc_real_1: 0.21442045271396637 (0.22780974954366684) | > loss_disc_real_2: 0.1886705756187439 (0.19876057654619217) | > loss_disc_real_3: 0.20281073451042175 (0.20296384394168854) | > loss_disc_real_4: 0.2278948277235031 (0.2299126833677292) | > loss_disc_real_5: 0.2064133733510971 (0.2193833738565445) | > loss_0: 2.2927236557006836 (2.3622777462005615) | > loss_gen: 2.4641175270080566 (2.3832900524139404) | > loss_kl: 2.1184675693511963 (2.1187548637390137) | > loss_feat: 8.542088508605957 (7.944991827011108) | > loss_mel: 15.495341300964355 (15.008036136627197) | > loss_duration: 1.570246934890747 (1.6339218616485596) | > loss_1: 30.190261840820312 (29.0889949798584)  --> STEP: 3 | > loss_disc: 2.4517998695373535 (2.392118453979492) | > loss_disc_real_0: 0.12511807680130005 (0.11416248728831609) | > loss_disc_real_1: 0.24091368913650513 (0.23217772940794626) | > loss_disc_real_2: 0.2146691530942917 (0.20406343539555868) | > loss_disc_real_3: 0.22442783415317535 (0.21011850734551749) | > loss_disc_real_4: 0.23435677587985992 (0.23139404753843942) | > loss_disc_real_5: 0.22804996371269226 (0.2222722371419271) | > loss_0: 2.4517998695373535 (2.392118453979492) | > loss_gen: 2.3041999340057373 (2.356926679611206) | > loss_kl: 2.200066566467285 (2.1458587646484375) | > loss_feat: 6.45200252532959 (7.4473287264506025) | > loss_mel: 12.969727516174316 (14.32859992980957) | > loss_duration: 1.656280517578125 (1.6413747469584148) | > loss_1: 25.582275390625 (27.920088450113933)  --> STEP: 4 | > loss_disc: 2.541550874710083 (2.42947655916214) | > loss_disc_real_0: 0.13489805161952972 (0.1193463783711195) | > loss_disc_real_1: 0.2342613935470581 (0.23269864544272423) | > loss_disc_real_2: 0.213258758187294 (0.2063622660934925) | > loss_disc_real_3: 0.21578264236450195 (0.2115345411002636) | > loss_disc_real_4: 0.25727081298828125 (0.2378632389008999) | > loss_disc_real_5: 0.25086018443107605 (0.22941922396421432) | > loss_0: 2.541550874710083 (2.42947655916214) | > loss_gen: 2.238030195236206 (2.327202558517456) | > loss_kl: 1.9192572832107544 (2.0892083942890167) | > loss_feat: 7.002217769622803 (7.336050987243652) | > loss_mel: 13.458450317382812 (14.11106252670288) | > loss_duration: 1.7733879089355469 (1.6743780374526978) | > loss_1: 26.391342163085938 (27.537901878356934)  --> STEP: 5 | > loss_disc: 2.174384117126465 (2.3784580707550047) | > loss_disc_real_0: 0.07752616703510284 (0.11098233610391617) | > loss_disc_real_1: 0.2302212119102478 (0.23220315873622893) | > loss_disc_real_2: 0.14182034134864807 (0.1934538811445236) | > loss_disc_real_3: 0.2070116400718689 (0.21062996089458466) | > loss_disc_real_4: 0.28643369674682617 (0.24757733047008515) | > loss_disc_real_5: 0.1437557339668274 (0.21228652596473693) | > loss_0: 2.174384117126465 (2.3784580707550047) | > loss_gen: 2.584968090057373 (2.3787556648254395) | > loss_kl: 2.265742778778076 (2.1245152711868287) | > loss_feat: 7.9732255935668945 (7.463485908508301) | > loss_mel: 14.80443286895752 (14.24973659515381) | > loss_duration: 1.5429364442825317 (1.6480897188186645) | > loss_1: 29.17130470275879 (27.864582443237303) --> EVAL PERFORMANCE | > avg_loader_time: 0.15575017929077148 (-0.0018943786621093694) | > avg_loss_disc: 2.3784580707550047 (+0.24823184013366673) | > avg_loss_disc_real_0: 0.11098233610391617 (+0.04527172893285751) | > avg_loss_disc_real_1: 0.23220315873622893 (+0.05161826312541962) | > avg_loss_disc_real_2: 0.1934538811445236 (+0.011920467019081116) | > avg_loss_disc_real_3: 0.21062996089458466 (+0.014448139071464555) | > avg_loss_disc_real_4: 0.24757733047008515 (+0.03298693597316743) | > avg_loss_disc_real_5: 0.21228652596473693 (+0.05870058834552763) | > avg_loss_0: 2.3784580707550047 (+0.24823184013366673) | > avg_loss_gen: 2.3787556648254395 (-0.1410874366760253) | > avg_loss_kl: 2.1245152711868287 (+0.08341970443725577) | > avg_loss_feat: 7.463485908508301 (-1.4777283668518058) | > avg_loss_mel: 14.24973659515381 (-0.27535934448242116) | > avg_loss_duration: 1.6480897188186645 (+0.0088173627853394) | > avg_loss_1: 27.864582443237303 (-1.801939773559571)  > EPOCH: 76/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 11:02:52)   --> TIME: 2025-02-20 11:03:05 -- STEP: 13/924 -- GLOBAL_STEP: 116100 | > loss_disc: 2.3691322803497314 (2.288334663097675) | > loss_disc_real_0: 0.24042357504367828 (0.15606882136601669) | > loss_disc_real_1: 0.21713189780712128 (0.1946018670613949) | > loss_disc_real_2: 0.21465282142162323 (0.2013298192849526) | > loss_disc_real_3: 0.18925423920154572 (0.20607186395388383) | > loss_disc_real_4: 0.2105967104434967 (0.21025443420960352) | > loss_disc_real_5: 0.216378852725029 (0.20029763877391815) | > loss_0: 2.3691322803497314 (2.288334663097675) | > grad_norm_0: tensor(104.0782, device='cuda:0') (tensor(72.8613, device='cuda:0')) | > loss_gen: 2.7120912075042725 (2.7161235625927267) | > loss_kl: 2.275179147720337 (2.1851251125335693) | > loss_feat: 7.885576248168945 (8.114048480987549) | > loss_mel: 14.459814071655273 (15.040521621704102) | > loss_duration: 1.6164668798446655 (1.599870388324444) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.949127197265625 (29.655689239501953) | > grad_norm_1: tensor(747.1677, device='cuda:0') (tensor(1144.8756, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.8519 (0.8402579197516808) | > loader_time: 0.0097 (0.0109559205862192)  --> TIME: 2025-02-20 11:03:47 -- STEP: 63/924 -- GLOBAL_STEP: 116150 | > loss_disc: 2.2326669692993164 (2.279089867122589) | > loss_disc_real_0: 0.1328885853290558 (0.14176494155138253) | > loss_disc_real_1: 0.18819893896579742 (0.19336583950216807) | > loss_disc_real_2: 0.20508551597595215 (0.20491675654100994) | > loss_disc_real_3: 0.19775238633155823 (0.20646060222671145) | > loss_disc_real_4: 0.21662485599517822 (0.20956432464576902) | > loss_disc_real_5: 0.1859382838010788 (0.2056461452018647) | > loss_0: 2.2326669692993164 (2.279089867122589) | > grad_norm_0: tensor(49.2088, device='cuda:0') (tensor(51.2239, device='cuda:0')) | > loss_gen: 2.7035372257232666 (2.6918397744496665) | > loss_kl: 2.2406532764434814 (2.199916313564966) | > loss_feat: 8.147107124328613 (8.186927674308652) | > loss_mel: 15.02930736541748 (14.90287344796317) | > loss_duration: 1.6263525485992432 (1.6109533101793319) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.746957778930664 (29.59251073807005) | > grad_norm_1: tensor(1276.9042, device='cuda:0') (tensor(958.9286, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.8413 (0.8367944369240413) | > loader_time: 0.0143 (0.011662797322348943)  --> TIME: 2025-02-20 11:04:30 -- STEP: 113/924 -- GLOBAL_STEP: 116200 | > loss_disc: 2.3461360931396484 (2.2653563022613503) | > loss_disc_real_0: 0.08194872736930847 (0.13741953631417939) | > loss_disc_real_1: 0.20632880926132202 (0.19296770167034283) | > loss_disc_real_2: 0.19491563737392426 (0.20411926138717518) | > loss_disc_real_3: 0.21646958589553833 (0.20642574566655456) | > loss_disc_real_4: 0.19909977912902832 (0.21043412690669033) | > loss_disc_real_5: 0.20007799565792084 (0.20417223672951218) | > loss_0: 2.3461360931396484 (2.2653563022613503) | > grad_norm_0: tensor(39.6439, device='cuda:0') (tensor(55.6365, device='cuda:0')) | > loss_gen: 2.6539950370788574 (2.7207483380241744) | > loss_kl: 2.292104721069336 (2.190322711404445) | > loss_feat: 7.628625869750977 (8.297602699921189) | > loss_mel: 13.690873146057129 (15.015248307084615) | > loss_duration: 1.5943286418914795 (1.6113215347306917) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.859926223754883 (29.8352437314734) | > grad_norm_1: tensor(1155.8512, device='cuda:0') (tensor(1066.4998, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.7957 (0.8353756613435999) | > loader_time: 0.0095 (0.011457033916912248)  --> TIME: 2025-02-20 11:05:12 -- STEP: 163/924 -- GLOBAL_STEP: 116250 | > loss_disc: 2.063563585281372 (2.2548056994479113) | > loss_disc_real_0: 0.05876942351460457 (0.13275341182215813) | > loss_disc_real_1: 0.20912156999111176 (0.19252091664478094) | > loss_disc_real_2: 0.2374381124973297 (0.2034284322539721) | > loss_disc_real_3: 0.24878136813640594 (0.2066253597385313) | > loss_disc_real_4: 0.2338559478521347 (0.21035643854389893) | > loss_disc_real_5: 0.20227529108524323 (0.2048633018154308) | > loss_0: 2.063563585281372 (2.2548056994479113) | > grad_norm_0: tensor(26.9358, device='cuda:0') (tensor(58.9979, device='cuda:0')) | > loss_gen: 3.186734676361084 (2.7443473792514923) | > loss_kl: 2.5428295135498047 (2.1839837962133) | > loss_feat: 9.82291030883789 (8.347940310378748) | > loss_mel: 16.60895347595215 (15.055278977002104) | > loss_duration: 1.5474056005477905 (1.6113745595779887) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.708831787109375 (29.94292502608036) | > grad_norm_1: tensor(919.4612, device='cuda:0') (tensor(1067.2006, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.8216 (0.8351230036261623) | > loader_time: 0.011 (0.011369139138906281)  --> TIME: 2025-02-20 11:05:56 -- STEP: 213/924 -- GLOBAL_STEP: 116300 | > loss_disc: 2.1405246257781982 (2.250370346324543) | > loss_disc_real_0: 0.0764361023902893 (0.13027362577931978) | > loss_disc_real_1: 0.23863206803798676 (0.19296764676839534) | > loss_disc_real_2: 0.19122976064682007 (0.20285539531931626) | > loss_disc_real_3: 0.215057834982872 (0.2061725679277814) | > loss_disc_real_4: 0.2345966100692749 (0.21002368775891586) | > loss_disc_real_5: 0.2051607221364975 (0.2042252263272872) | > loss_0: 2.1405246257781982 (2.250370346324543) | > grad_norm_0: tensor(57.8023, device='cuda:0') (tensor(61.3905, device='cuda:0')) | > loss_gen: 3.063380479812622 (2.7522306878801803) | > loss_kl: 2.2730860710144043 (2.1805430902561653) | > loss_feat: 9.38650894165039 (8.388331672955008) | > loss_mel: 15.861146926879883 (15.105415572582835) | > loss_duration: 1.6115623712539673 (1.6102941875726404) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.19568634033203 (30.03681516871206) | > grad_norm_1: tensor(1017.3245, device='cuda:0') (tensor(1066.7426, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.8568 (0.8382738073107222) | > loader_time: 0.0111 (0.01134483355311721)  --> TIME: 2025-02-20 11:06:38 -- STEP: 263/924 -- GLOBAL_STEP: 116350 | > loss_disc: 2.099367380142212 (2.247072291918126) | > loss_disc_real_0: 0.09720706939697266 (0.12820934281886298) | > loss_disc_real_1: 0.22264684736728668 (0.193216411559754) | > loss_disc_real_2: 0.17400620877742767 (0.20292419008202423) | > loss_disc_real_3: 0.20991526544094086 (0.20654617980859125) | > loss_disc_real_4: 0.2115318775177002 (0.21010766963088467) | > loss_disc_real_5: 0.2135729193687439 (0.20400832111844544) | > loss_0: 2.099367380142212 (2.247072291918126) | > grad_norm_0: tensor(43.5413, device='cuda:0') (tensor(61.6858, device='cuda:0')) | > loss_gen: 3.03678560256958 (2.760425198667403) | > loss_kl: 2.270850658416748 (2.175266227794689) | > loss_feat: 9.190356254577637 (8.387002119999872) | > loss_mel: 15.720621109008789 (15.074567910836224) | > loss_duration: 1.5792070627212524 (1.6116371204644555) | > amp_scaler: 128.0 (128.4866920152091) | > loss_1: 31.797819137573242 (30.008898564617898) | > grad_norm_1: tensor(840.3131, device='cuda:0') (tensor(1055.5062, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.8433 (0.8375885151185011) | > loader_time: 0.0103 (0.011264053134410557)  --> TIME: 2025-02-20 11:07:21 -- STEP: 313/924 -- GLOBAL_STEP: 116400 | > loss_disc: 2.0179708003997803 (2.245690961615345) | > loss_disc_real_0: 0.07593543082475662 (0.12765074805758245) | > loss_disc_real_1: 0.16912803053855896 (0.192933248730894) | > loss_disc_real_2: 0.16319170594215393 (0.20320606374512085) | > loss_disc_real_3: 0.17081885039806366 (0.20622763932703403) | > loss_disc_real_4: 0.20429445803165436 (0.2097893502479925) | > loss_disc_real_5: 0.17090246081352234 (0.20391226333741558) | > loss_0: 2.0179708003997803 (2.245690961615345) | > grad_norm_0: tensor(79.1031, device='cuda:0') (tensor(62.9268, device='cuda:0')) | > loss_gen: 3.149026870727539 (2.761144979312397) | > loss_kl: 2.1858856678009033 (2.178296701976665) | > loss_feat: 10.084216117858887 (8.412568978989086) | > loss_mel: 17.31332015991211 (15.123880831197427) | > loss_duration: 1.6490898132324219 (1.6108802309432346) | > amp_scaler: 128.0 (128.40894568690095) | > loss_1: 34.38153839111328 (30.08677173041688) | > grad_norm_1: tensor(1453.6642, device='cuda:0') (tensor(1050.2628, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.8288 (0.837718099831773) | > loader_time: 0.0103 (0.011291112381810202)  --> TIME: 2025-02-20 11:08:04 -- STEP: 363/924 -- GLOBAL_STEP: 116450 | > loss_disc: 2.1529974937438965 (2.2411010597034577) | > loss_disc_real_0: 0.12488830089569092 (0.12537482463993302) | > loss_disc_real_1: 0.19737061858177185 (0.19259365941538947) | > loss_disc_real_2: 0.19520719349384308 (0.2031830114930786) | > loss_disc_real_3: 0.1973108947277069 (0.20619445193569194) | > loss_disc_real_4: 0.1992027908563614 (0.21006903741970534) | > loss_disc_real_5: 0.17488211393356323 (0.20320148006615227) | > loss_0: 2.1529974937438965 (2.2411010597034577) | > grad_norm_0: tensor(91.8064, device='cuda:0') (tensor(62.0963, device='cuda:0')) | > loss_gen: 2.8993091583251953 (2.773588240967637) | > loss_kl: 2.1590421199798584 (2.1762912825119383) | > loss_feat: 8.7371187210083 (8.451093350560207) | > loss_mel: 15.665328025817871 (15.152042396797622) | > loss_duration: 1.646634817123413 (1.611180463441475) | > amp_scaler: 128.0 (128.35261707988977) | > loss_1: 31.107433319091797 (30.164195735920888) | > grad_norm_1: tensor(1211.6783, device='cuda:0') (tensor(1030.4868, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.8293 (0.8383778974044421) | > loader_time: 0.0104 (0.01130984177602553)  --> TIME: 2025-02-20 11:08:47 -- STEP: 413/924 -- GLOBAL_STEP: 116500 | > loss_disc: 2.3221747875213623 (2.2387459829413565) | > loss_disc_real_0: 0.11327797174453735 (0.12487073790182773) | > loss_disc_real_1: 0.1760556548833847 (0.19193234646435792) | > loss_disc_real_2: 0.17667637765407562 (0.20302859129109047) | > loss_disc_real_3: 0.209041029214859 (0.20641275042483073) | > loss_disc_real_4: 0.20109277963638306 (0.21005770564079285) | > loss_disc_real_5: 0.17464442551136017 (0.20280663694365547) | > loss_0: 2.3221747875213623 (2.2387459829413565) | > grad_norm_0: tensor(89.9570, device='cuda:0') (tensor(61.5104, device='cuda:0')) | > loss_gen: 2.614781141281128 (2.7737603077876942) | > loss_kl: 1.7998992204666138 (2.17046251135357) | > loss_feat: 8.57651424407959 (8.4589854949323) | > loss_mel: 15.404082298278809 (15.14297737971345) | > loss_duration: 1.5815401077270508 (1.6112375718340741) | > amp_scaler: 128.0 (128.3099273607748) | > loss_1: 29.97681427001953 (30.157423254941335) | > grad_norm_1: tensor(750.1035, device='cuda:0') (tensor(1045.7472, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.8307 (0.8387262746150499) | > loader_time: 0.0102 (0.011307772943529037)  --> TIME: 2025-02-20 11:09:29 -- STEP: 463/924 -- GLOBAL_STEP: 116550 | > loss_disc: 2.286099433898926 (2.2362947286333954) | > loss_disc_real_0: 0.07887919247150421 (0.12335273361167419) | > loss_disc_real_1: 0.20809997618198395 (0.19212329471343015) | > loss_disc_real_2: 0.20497344434261322 (0.2031544328186476) | > loss_disc_real_3: 0.2270611822605133 (0.20654543465079808) | > loss_disc_real_4: 0.1991742104291916 (0.2101075044847204) | > loss_disc_real_5: 0.1690353900194168 (0.2024631614175265) | > loss_0: 2.286099433898926 (2.2362947286333954) | > grad_norm_0: tensor(31.6929, device='cuda:0') (tensor(61.6105, device='cuda:0')) | > loss_gen: 2.4882941246032715 (2.778637312915876) | > loss_kl: 2.180652379989624 (2.1724021679381806) | > loss_feat: 7.532240867614746 (8.466919032852791) | > loss_mel: 14.896470069885254 (15.155350930232466) | > loss_duration: 1.6228163242340088 (1.6112199918755183) | > amp_scaler: 128.0 (128.27645788336935) | > loss_1: 28.720474243164062 (30.184529442509103) | > grad_norm_1: tensor(827.0573, device='cuda:0') (tensor(1048.2717, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.8194 (0.8386461678128005) | > loader_time: 0.0101 (0.011300804805549642)  --> TIME: 2025-02-20 11:10:12 -- STEP: 513/924 -- GLOBAL_STEP: 116600 | > loss_disc: 2.10862135887146 (2.233209499374004) | > loss_disc_real_0: 0.09782762080430984 (0.12205973219627511) | > loss_disc_real_1: 0.20669996738433838 (0.19197544836045236) | > loss_disc_real_2: 0.17713764309883118 (0.20320834405357147) | > loss_disc_real_3: 0.15582352876663208 (0.2061554046227918) | > loss_disc_real_4: 0.22247034311294556 (0.21012254814539272) | > loss_disc_real_5: 0.20465749502182007 (0.20211108386168003) | > loss_0: 2.10862135887146 (2.233209499374004) | > grad_norm_0: tensor(72.5671, device='cuda:0') (tensor(61.6978, device='cuda:0')) | > loss_gen: 2.932507038116455 (2.7835510799526935) | > loss_kl: 2.2595267295837402 (2.1776959470838118) | > loss_feat: 8.695148468017578 (8.485311131728313) | > loss_mel: 15.114500045776367 (15.157946004737422) | > loss_duration: 1.6236604452133179 (1.6111781376379504) | > amp_scaler: 128.0 (128.24951267056517) | > loss_1: 30.625343322753906 (30.21568231787133) | > grad_norm_1: tensor(1398.6859, device='cuda:0') (tensor(1056.6935, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.8156 (0.8394136809930931) | > loader_time: 0.0108 (0.011287893700553199)  --> TIME: 2025-02-20 11:10:55 -- STEP: 563/924 -- GLOBAL_STEP: 116650 | > loss_disc: 2.28792142868042 (2.230238841863127) | > loss_disc_real_0: 0.07413166016340256 (0.12120745882894798) | > loss_disc_real_1: 0.17612634599208832 (0.19198324148862436) | > loss_disc_real_2: 0.1964237093925476 (0.20265910061172226) | > loss_disc_real_3: 0.22834113240242004 (0.20607182838777027) | > loss_disc_real_4: 0.22193792462348938 (0.2101625575953648) | > loss_disc_real_5: 0.18440620601177216 (0.20238490492687763) | > loss_0: 2.28792142868042 (2.230238841863127) | > grad_norm_0: tensor(23.5629, device='cuda:0') (tensor(62.1499, device='cuda:0')) | > loss_gen: 2.4573652744293213 (2.786742036761865) | > loss_kl: 2.1010944843292236 (2.180466845234587) | > loss_feat: 7.140332221984863 (8.49861901606801) | > loss_mel: 12.411576271057129 (15.157990548792784) | > loss_duration: 1.618710994720459 (1.611342233408831) | > amp_scaler: 128.0 (128.22735346358778) | > loss_1: 25.729080200195312 (30.235160685347832) | > grad_norm_1: tensor(717.5692, device='cuda:0') (tensor(1061.5483, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.8397 (0.8396824151542217) | > loader_time: 0.0111 (0.011324593271285988)  --> TIME: 2025-02-20 11:11:38 -- STEP: 613/924 -- GLOBAL_STEP: 116700 | > loss_disc: 2.39707612991333 (2.2309414617000147) | > loss_disc_real_0: 0.21050134301185608 (0.12142164570691134) | > loss_disc_real_1: 0.20191986858844757 (0.19178812305456655) | > loss_disc_real_2: 0.19978268444538116 (0.20262368329683672) | > loss_disc_real_3: 0.19612106680870056 (0.2062282642231096) | > loss_disc_real_4: 0.19968067109584808 (0.21027853754371847) | > loss_disc_real_5: 0.1760256588459015 (0.20255670984553667) | > loss_0: 2.39707612991333 (2.2309414617000147) | > grad_norm_0: tensor(86.0983, device='cuda:0') (tensor(62.9679, device='cuda:0')) | > loss_gen: 2.377535820007324 (2.784097105604984) | > loss_kl: 2.059738874435425 (2.180007280572203) | > loss_feat: 6.485608100891113 (8.487318013270555) | > loss_mel: 12.86775016784668 (15.149643908900499) | > loss_duration: 1.6226038932800293 (1.6108347476987224) | > amp_scaler: 128.0 (128.20880913539952) | > loss_1: 25.413238525390625 (30.211901075104905) | > grad_norm_1: tensor(262.9801, device='cuda:0') (tensor(1040.6812, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.801 (0.839698235712471) | > loader_time: 0.0102 (0.011304953747822451)  --> TIME: 2025-02-20 11:12:21 -- STEP: 663/924 -- GLOBAL_STEP: 116750 | > loss_disc: 2.2583155632019043 (2.2315058828658816) | > loss_disc_real_0: 0.14937876164913177 (0.12181802120953113) | > loss_disc_real_1: 0.1833324432373047 (0.19173503717685714) | > loss_disc_real_2: 0.2563762068748474 (0.20284853493555985) | > loss_disc_real_3: 0.22074872255325317 (0.20626773600934314) | > loss_disc_real_4: 0.2238737940788269 (0.2102602563382634) | > loss_disc_real_5: 0.2323928028345108 (0.20233329573188247) | > loss_0: 2.2583155632019043 (2.2315058828658816) | > grad_norm_0: tensor(56.8924, device='cuda:0') (tensor(62.2493, device='cuda:0')) | > loss_gen: 2.9653308391571045 (2.7845477169635258) | > loss_kl: 2.018357992172241 (2.177258583035764) | > loss_feat: 8.158246040344238 (8.49381032284927) | > loss_mel: 14.371487617492676 (15.161017068370974) | > loss_duration: 1.5592074394226074 (1.6106113921822818) | > amp_scaler: 128.0 (128.19306184012055) | > loss_1: 29.072629928588867 (30.22724510641659) | > grad_norm_1: tensor(631.4190, device='cuda:0') (tensor(1026.1564, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.8368 (0.8399169211294133) | > loader_time: 0.0113 (0.011325052600820323)  --> TIME: 2025-02-20 11:13:04 -- STEP: 713/924 -- GLOBAL_STEP: 116800 | > loss_disc: 2.564221143722534 (2.2315657610311397) | > loss_disc_real_0: 0.2268112152814865 (0.1211661901142118) | > loss_disc_real_1: 0.20996229350566864 (0.19176399728693433) | > loss_disc_real_2: 0.18885841965675354 (0.20276976837600252) | > loss_disc_real_3: 0.2080056518316269 (0.20638338053209748) | > loss_disc_real_4: 0.1785445511341095 (0.2103943513578319) | > loss_disc_real_5: 0.23121923208236694 (0.20240280598527416) | > loss_0: 2.564221143722534 (2.2315657610311397) | > grad_norm_0: tensor(128.8023, device='cuda:0') (tensor(61.3750, device='cuda:0')) | > loss_gen: 2.3761467933654785 (2.7861345483076354) | > loss_kl: 2.0603041648864746 (2.1760543098289187) | > loss_feat: 7.104462146759033 (8.499709471746707) | > loss_mel: 13.830820083618164 (15.165261294029204) | > loss_duration: 1.618165135383606 (1.6104303427866091) | > amp_scaler: 128.0 (128.17952314165498) | > loss_1: 26.989898681640625 (30.237590000639457) | > grad_norm_1: tensor(938.5305, device='cuda:0') (tensor(1023.7444, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.8325 (0.8399819324595059) | > loader_time: 0.01 (0.011334236005914164)  --> TIME: 2025-02-20 11:13:47 -- STEP: 763/924 -- GLOBAL_STEP: 116850 | > loss_disc: 2.2148818969726562 (2.230023917801878) | > loss_disc_real_0: 0.12229432165622711 (0.12054681071955432) | > loss_disc_real_1: 0.21194332838058472 (0.19179029085064309) | > loss_disc_real_2: 0.22276751697063446 (0.20274318748814082) | > loss_disc_real_3: 0.23803278803825378 (0.20646871518963753) | > loss_disc_real_4: 0.22058673202991486 (0.21023533129051508) | > loss_disc_real_5: 0.1958025097846985 (0.20232848030164696) | > loss_0: 2.2148818969726562 (2.230023917801878) | > grad_norm_0: tensor(74.4366, device='cuda:0') (tensor(60.7047, device='cuda:0')) | > loss_gen: 2.7588469982147217 (2.7891944795261048) | > loss_kl: 2.2438137531280518 (2.176682608780667) | > loss_feat: 8.466045379638672 (8.514812992565899) | > loss_mel: 15.541455268859863 (15.175957482264208) | > loss_duration: 1.5880515575408936 (1.6104593353533958) | > amp_scaler: 128.0 (128.1677588466579) | > loss_1: 30.59821128845215 (30.267106924894442) | > grad_norm_1: tensor(1089.8105, device='cuda:0') (tensor(1024.8502, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.8025 (0.8403214580265908) | > loader_time: 0.0095 (0.011319578240770815)  --> TIME: 2025-02-20 11:14:30 -- STEP: 813/924 -- GLOBAL_STEP: 116900 | > loss_disc: 2.1669137477874756 (2.231540946502964) | > loss_disc_real_0: 0.08072172105312347 (0.1213608118642446) | > loss_disc_real_1: 0.15559431910514832 (0.19163632665979613) | > loss_disc_real_2: 0.1573764979839325 (0.20253357393861832) | > loss_disc_real_3: 0.21301764249801636 (0.20668614405547558) | > loss_disc_real_4: 0.168622687458992 (0.21022711173708006) | > loss_disc_real_5: 0.1887493133544922 (0.20240623552494233) | > loss_0: 2.1669137477874756 (2.231540946502964) | > grad_norm_0: tensor(52.3889, device='cuda:0') (tensor(61.1929, device='cuda:0')) | > loss_gen: 2.6390328407287598 (2.7890243682767486) | > loss_kl: 2.263545036315918 (2.178074772360873) | > loss_feat: 8.782255172729492 (8.514692730569303) | > loss_mel: 15.745927810668945 (15.169412229333856) | > loss_duration: 1.5971004962921143 (1.6106149427418628) | > amp_scaler: 128.0 (128.1574415744157) | > loss_1: 31.027862548828125 (30.261819079353362) | > grad_norm_1: tensor(969.9104, device='cuda:0') (tensor(1026.6288, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.8341 (0.8402224850977182) | > loader_time: 0.0104 (0.011310554225213123)  --> TIME: 2025-02-20 11:15:13 -- STEP: 863/924 -- GLOBAL_STEP: 116950 | > loss_disc: 2.339066505432129 (2.231363644052902) | > loss_disc_real_0: 0.11251644790172577 (0.1211133910988393) | > loss_disc_real_1: 0.17679482698440552 (0.1914084896289874) | > loss_disc_real_2: 0.20054668188095093 (0.20272322696647657) | > loss_disc_real_3: 0.1984471082687378 (0.20665811123121375) | > loss_disc_real_4: 0.200544536113739 (0.21042901662589505) | > loss_disc_real_5: 0.2488330900669098 (0.20256294389519738) | > loss_0: 2.339066505432129 (2.231363644052902) | > grad_norm_0: tensor(34.2438, device='cuda:0') (tensor(60.7779, device='cuda:0')) | > loss_gen: 2.522052764892578 (2.787501289836225) | > loss_kl: 2.4067094326019287 (2.1797991387399294) | > loss_feat: 7.815493583679199 (8.509525651589183) | > loss_mel: 14.203235626220703 (15.166736397240419) | > loss_duration: 1.635858178138733 (1.6106352487002706) | > amp_scaler: 128.0 (128.14831981460017) | > loss_1: 28.583349227905273 (30.254197747240475) | > grad_norm_1: tensor(976.1082, device='cuda:0') (tensor(1036.1246, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.839 (0.8404124421288763) | > loader_time: 0.0127 (0.011290392207104805)  --> TIME: 2025-02-20 11:15:55 -- STEP: 913/924 -- GLOBAL_STEP: 117000 | > loss_disc: 2.1109817028045654 (2.230607805743009) | > loss_disc_real_0: 0.08160729706287384 (0.12129127461899794) | > loss_disc_real_1: 0.18659216165542603 (0.19127565996082824) | > loss_disc_real_2: 0.22476552426815033 (0.20274527805070877) | > loss_disc_real_3: 0.18958047032356262 (0.2066014553833373) | > loss_disc_real_4: 0.23769459128379822 (0.2104676386090516) | > loss_disc_real_5: 0.19149023294448853 (0.2023060710576382) | > loss_0: 2.1109817028045654 (2.230607805743009) | > grad_norm_0: tensor(49.6825, device='cuda:0') (tensor(61.3076, device='cuda:0')) | > loss_gen: 3.035468816757202 (2.7910883301320237) | > loss_kl: 2.038923740386963 (2.1806052569361154) | > loss_feat: 9.230250358581543 (8.51814905314952) | > loss_mel: 15.598241806030273 (15.177588934966272) | > loss_duration: 1.6095449924468994 (1.6101364286418547) | > amp_scaler: 128.0 (128.14019715224532) | > loss_1: 31.51243019104004 (30.27756802119143) | > grad_norm_1: tensor(1073.6326, device='cuda:0') (tensor(1034.4362, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.8073 (0.8401439667792595) | > loader_time: 0.0105 (0.011284460765508547) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_117000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4264488220214844 (2.4264488220214844) | > loss_disc_real_0: 0.19833208620548248 (0.19833208620548248) | > loss_disc_real_1: 0.22088491916656494 (0.22088491916656494) | > loss_disc_real_2: 0.24009744822978973 (0.24009744822978973) | > loss_disc_real_3: 0.2558518946170807 (0.2558518946170807) | > loss_disc_real_4: 0.25519388914108276 (0.25519388914108276) | > loss_disc_real_5: 0.2141208052635193 (0.2141208052635193) | > loss_0: 2.4264488220214844 (2.4264488220214844) | > loss_gen: 2.5158770084381104 (2.5158770084381104) | > loss_kl: 2.0023586750030518 (2.0023586750030518) | > loss_feat: 6.653840065002441 (6.653840065002441) | > loss_mel: 13.021368026733398 (13.021368026733398) | > loss_duration: 1.660186767578125 (1.660186767578125) | > loss_1: 25.85363006591797 (25.85363006591797)  --> STEP: 1 | > loss_disc: 2.2841908931732178 (2.2841908931732178) | > loss_disc_real_0: 0.17021146416664124 (0.17021146416664124) | > loss_disc_real_1: 0.21834275126457214 (0.21834275126457214) | > loss_disc_real_2: 0.22930100560188293 (0.22930100560188293) | > loss_disc_real_3: 0.22215235233306885 (0.22215235233306885) | > loss_disc_real_4: 0.1998661756515503 (0.1998661756515503) | > loss_disc_real_5: 0.2131282389163971 (0.2131282389163971) | > loss_0: 2.2841908931732178 (2.2841908931732178) | > loss_gen: 2.6459801197052 (2.6459801197052) | > loss_kl: 1.989139437675476 (1.989139437675476) | > loss_feat: 8.397239685058594 (8.397239685058594) | > loss_mel: 15.336894989013672 (15.336894989013672) | > loss_duration: 1.6792453527450562 (1.6792453527450562) | > loss_1: 30.048500061035156 (30.048500061035156)  --> STEP: 2 | > loss_disc: 2.4053611755371094 (2.3447760343551636) | > loss_disc_real_0: 0.18466752767562866 (0.17743949592113495) | > loss_disc_real_1: 0.22719117999076843 (0.2227669656276703) | > loss_disc_real_2: 0.23552420735359192 (0.23241260647773743) | > loss_disc_real_3: 0.2573682367801666 (0.23976029455661774) | > loss_disc_real_4: 0.2420220822095871 (0.2209441289305687) | > loss_disc_real_5: 0.24499458074569702 (0.22906140983104706) | > loss_0: 2.4053611755371094 (2.3447760343551636) | > loss_gen: 2.6429405212402344 (2.6444603204727173) | > loss_kl: 1.9504852294921875 (1.9698123335838318) | > loss_feat: 7.247243881225586 (7.82224178314209) | > loss_mel: 14.149772644042969 (14.74333381652832) | > loss_duration: 1.563831090927124 (1.62153822183609) | > loss_1: 27.55427360534668 (28.801386833190918)  --> STEP: 3 | > loss_disc: 2.3321123123168945 (2.3405547936757407) | > loss_disc_real_0: 0.17471657693386078 (0.17653185625871023) | > loss_disc_real_1: 0.2183658480644226 (0.22129992643992105) | > loss_disc_real_2: 0.24678218364715576 (0.2372024655342102) | > loss_disc_real_3: 0.2707306742668152 (0.2500837544600169) | > loss_disc_real_4: 0.2584543824195862 (0.23344754676024118) | > loss_disc_real_5: 0.22809498012065887 (0.228739266594251) | > loss_0: 2.3321123123168945 (2.3405547936757407) | > loss_gen: 2.761850595474243 (2.6835904121398926) | > loss_kl: 2.0344135761260986 (1.9913460810979207) | > loss_feat: 7.051138877868652 (7.565207481384277) | > loss_mel: 13.794840812683105 (14.427169481913248) | > loss_duration: 1.65708327293396 (1.6333865722020466) | > loss_1: 27.299327850341797 (28.300700505574543)  --> STEP: 4 | > loss_disc: 2.4181880950927734 (2.359963119029999) | > loss_disc_real_0: 0.20946858823299408 (0.1847660392522812) | > loss_disc_real_1: 0.21902522444725037 (0.2207312509417534) | > loss_disc_real_2: 0.2296864539384842 (0.2353234626352787) | > loss_disc_real_3: 0.2532387971878052 (0.25087251514196396) | > loss_disc_real_4: 0.23030643165111542 (0.23266226798295975) | > loss_disc_real_5: 0.2504276931285858 (0.2341613732278347) | > loss_0: 2.4181880950927734 (2.359963119029999) | > loss_gen: 2.54842472076416 (2.6497989892959595) | > loss_kl: 2.0183358192443848 (1.9980935156345367) | > loss_feat: 6.501327037811279 (7.299237370491028) | > loss_mel: 13.018660545349121 (14.075042247772217) | > loss_duration: 1.7464141845703125 (1.6616434752941132) | > loss_1: 25.833160400390625 (27.683815479278564)  --> STEP: 5 | > loss_disc: 1.9670873880386353 (2.281387972831726) | > loss_disc_real_0: 0.1366412192583084 (0.17514107525348663) | > loss_disc_real_1: 0.19100794196128845 (0.2147865891456604) | > loss_disc_real_2: 0.24139781296253204 (0.23653833270072938) | > loss_disc_real_3: 0.26196718215942383 (0.25309144854545595) | > loss_disc_real_4: 0.2300928384065628 (0.23214838206768035) | > loss_disc_real_5: 0.102664053440094 (0.20786190927028655) | > loss_0: 1.9670873880386353 (2.281387972831726) | > loss_gen: 3.070908784866333 (2.734020948410034) | > loss_kl: 1.6249558925628662 (1.9234659910202025) | > loss_feat: 9.566468238830566 (7.752683544158936) | > loss_mel: 17.59817886352539 (14.779669570922852) | > loss_duration: 1.5283151865005493 (1.6349778175354004) | > loss_1: 33.38882827758789 (28.82481803894043) --> EVAL PERFORMANCE | > avg_loader_time: 0.15092735290527343 (-0.004822826385498052) | > avg_loss_disc: 2.281387972831726 (-0.09707009792327881) | > avg_loss_disc_real_0: 0.17514107525348663 (+0.06415873914957046) | > avg_loss_disc_real_1: 0.2147865891456604 (-0.01741656959056853) | > avg_loss_disc_real_2: 0.23653833270072938 (+0.04308445155620577) | > avg_loss_disc_real_3: 0.25309144854545595 (+0.042461487650871294) | > avg_loss_disc_real_4: 0.23214838206768035 (-0.015428948402404802) | > avg_loss_disc_real_5: 0.20786190927028655 (-0.004424616694450378) | > avg_loss_0: 2.281387972831726 (-0.09707009792327881) | > avg_loss_gen: 2.734020948410034 (+0.35526528358459464) | > avg_loss_kl: 1.9234659910202025 (-0.20104928016662615) | > avg_loss_feat: 7.752683544158936 (+0.28919763565063494) | > avg_loss_mel: 14.779669570922852 (+0.529932975769043) | > avg_loss_duration: 1.6349778175354004 (-0.013111901283264116) | > avg_loss_1: 28.82481803894043 (+0.960235595703125)  > EPOCH: 77/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 11:16:15)   --> TIME: 2025-02-20 11:16:50 -- STEP: 39/924 -- GLOBAL_STEP: 117050 | > loss_disc: 2.255103349685669 (2.259312158975846) | > loss_disc_real_0: 0.14614853262901306 (0.12977615266274184) | > loss_disc_real_1: 0.2065775841474533 (0.1968300273785224) | > loss_disc_real_2: 0.18801841139793396 (0.2046380237891124) | > loss_disc_real_3: 0.23791605234146118 (0.2063368898935807) | > loss_disc_real_4: 0.21729622781276703 (0.21119033105862448) | > loss_disc_real_5: 0.20846377313137054 (0.2050370745933973) | > loss_0: 2.255103349685669 (2.259312158975846) | > grad_norm_0: tensor(37.9275, device='cuda:0') (tensor(46.1863, device='cuda:0')) | > loss_gen: 2.884331464767456 (2.701931941203582) | > loss_kl: 1.9875116348266602 (2.097687299434955) | > loss_feat: 7.858026027679443 (8.194861008570744) | > loss_mel: 14.491103172302246 (15.04179441011869) | > loss_duration: 1.5867562294006348 (1.609409680733314) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.80772590637207 (29.64568397326347) | > grad_norm_1: tensor(850.9818, device='cuda:0') (tensor(1010.0192, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.853 (0.8374964762956668) | > loader_time: 0.0107 (0.011172349636371318)  --> TIME: 2025-02-20 11:17:34 -- STEP: 89/924 -- GLOBAL_STEP: 117100 | > loss_disc: 2.356891393661499 (2.2361027122883312) | > loss_disc_real_0: 0.06546313315629959 (0.12231146791175512) | > loss_disc_real_1: 0.19139628112316132 (0.19393690616896983) | > loss_disc_real_2: 0.19936318695545197 (0.20334331473607695) | > loss_disc_real_3: 0.24062666296958923 (0.20661590491118056) | > loss_disc_real_4: 0.23730072379112244 (0.21032793752932816) | > loss_disc_real_5: 0.29641225934028625 (0.20171981597884317) | > loss_0: 2.356891393661499 (2.2361027122883312) | > grad_norm_0: tensor(42.7841, device='cuda:0') (tensor(56.9244, device='cuda:0')) | > loss_gen: 2.62422251701355 (2.778986861196797) | > loss_kl: 2.2202720642089844 (2.1078054891543436) | > loss_feat: 8.566404342651367 (8.429274210769144) | > loss_mel: 16.123807907104492 (15.174617831626636) | > loss_duration: 1.5945730209350586 (1.6112104064962838) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.12928009033203 (30.101894742987128) | > grad_norm_1: tensor(700.5338, device='cuda:0') (tensor(977.2615, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.8252 (0.8463450415750567) | > loader_time: 0.0097 (0.011346562524859825)  --> TIME: 2025-02-20 11:18:16 -- STEP: 139/924 -- GLOBAL_STEP: 117150 | > loss_disc: 2.33821439743042 (2.229105887653158) | > loss_disc_real_0: 0.14527425169944763 (0.11923677450139746) | > loss_disc_real_1: 0.19584114849567413 (0.19302179830537425) | > loss_disc_real_2: 0.17640741169452667 (0.2031603083550501) | > loss_disc_real_3: 0.18025900423526764 (0.2050156956739563) | > loss_disc_real_4: 0.15159350633621216 (0.21039161086082458) | > loss_disc_real_5: 0.1980130523443222 (0.20276015825408825) | > loss_0: 2.33821439743042 (2.229105887653158) | > grad_norm_0: tensor(86.6873, device='cuda:0') (tensor(59.6075, device='cuda:0')) | > loss_gen: 2.5874886512756348 (2.7922940974612893) | > loss_kl: 2.2143824100494385 (2.1216279577008237) | > loss_feat: 7.685755252838135 (8.516242229681222) | > loss_mel: 13.930570602416992 (15.247463157708696) | > loss_duration: 1.6306706666946411 (1.6108581976924867) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.048866271972656 (30.288485506455675) | > grad_norm_1: tensor(1357.3240, device='cuda:0') (tensor(998.0295, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.8373 (0.841700015308188) | > loader_time: 0.0101 (0.01120817403999164)  --> TIME: 2025-02-20 11:18:59 -- STEP: 189/924 -- GLOBAL_STEP: 117200 | > loss_disc: 2.016949415206909 (2.23025007096548) | > loss_disc_real_0: 0.061007678508758545 (0.12148209180308397) | > loss_disc_real_1: 0.15888428688049316 (0.19267050362137897) | > loss_disc_real_2: 0.19373862445354462 (0.20332332294454028) | > loss_disc_real_3: 0.18677455186843872 (0.20522285201562146) | > loss_disc_real_4: 0.22769325971603394 (0.20959190432987515) | > loss_disc_real_5: 0.18177123367786407 (0.20242879062733318) | > loss_0: 2.016949415206909 (2.23025007096548) | > grad_norm_0: tensor(58.0289, device='cuda:0') (tensor(60.9852, device='cuda:0')) | > loss_gen: 2.980781316757202 (2.7927332113659573) | > loss_kl: 2.3151752948760986 (2.130099341982886) | > loss_feat: 9.663233757019043 (8.489313965752011) | > loss_mel: 15.552369117736816 (15.202879845149933) | > loss_duration: 1.5862280130386353 (1.6076888729024816) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.09778594970703 (30.22271514569641) | > grad_norm_1: tensor(1362.8256, device='cuda:0') (tensor(993.9424, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.8673 (0.8411727178664434) | > loader_time: 0.0118 (0.011134695123743132)  --> TIME: 2025-02-20 11:19:42 -- STEP: 239/924 -- GLOBAL_STEP: 117250 | > loss_disc: 2.01833176612854 (2.2263630653525) | > loss_disc_real_0: 0.08035624027252197 (0.11894245763702871) | > loss_disc_real_1: 0.20160157978534698 (0.19250669190075612) | > loss_disc_real_2: 0.1718515157699585 (0.20295498467140125) | > loss_disc_real_3: 0.17674514651298523 (0.2055455451854602) | > loss_disc_real_4: 0.1962933987379074 (0.209920196353641) | > loss_disc_real_5: 0.16774539649486542 (0.20176846774053372) | > loss_0: 2.01833176612854 (2.2263630653525) | > grad_norm_0: tensor(26.6569, device='cuda:0') (tensor(61.3963, device='cuda:0')) | > loss_gen: 3.0423734188079834 (2.8026477981312006) | > loss_kl: 2.172597885131836 (2.1418929379355456) | > loss_feat: 9.254053115844727 (8.520388148319773) | > loss_mel: 14.862227439880371 (15.214959635395385) | > loss_duration: 1.6072897911071777 (1.609565303415434) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.93854331970215 (30.289453833671793) | > grad_norm_1: tensor(795.8080, device='cuda:0') (tensor(992.0829, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.8383 (0.8415432365369597) | > loader_time: 0.0105 (0.011176971212091808)  --> TIME: 2025-02-20 11:20:25 -- STEP: 289/924 -- GLOBAL_STEP: 117300 | > loss_disc: 2.037079334259033 (2.228272673580473) | > loss_disc_real_0: 0.08101923763751984 (0.11801828383419753) | > loss_disc_real_1: 0.20638816058635712 (0.1925697876817216) | > loss_disc_real_2: 0.20525291562080383 (0.20330501902062184) | > loss_disc_real_3: 0.1949593424797058 (0.20554259135855113) | > loss_disc_real_4: 0.1870359629392624 (0.21005616844937874) | > loss_disc_real_5: 0.14983339607715607 (0.20221382235160743) | > loss_0: 2.037079334259033 (2.228272673580473) | > grad_norm_0: tensor(44.6095, device='cuda:0') (tensor(60.8489, device='cuda:0')) | > loss_gen: 2.8701462745666504 (2.80037129874048) | > loss_kl: 2.0778250694274902 (2.1420395601166993) | > loss_feat: 9.464476585388184 (8.497387983394745) | > loss_mel: 15.848030090332031 (15.15376575760363) | > loss_duration: 1.6316919326782227 (1.609825360321256) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.892169952392578 (30.20338994326476) | > grad_norm_1: tensor(1533.9316, device='cuda:0') (tensor(985.1863, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.8437 (0.8416132101963135) | > loader_time: 0.0111 (0.011182865882002364)  --> TIME: 2025-02-20 11:21:08 -- STEP: 339/924 -- GLOBAL_STEP: 117350 | > loss_disc: 2.1927356719970703 (2.2298912042010164) | > loss_disc_real_0: 0.09897202253341675 (0.11728674181047442) | > loss_disc_real_1: 0.17609161138534546 (0.19275732813155766) | > loss_disc_real_2: 0.2295544594526291 (0.20357039878502012) | > loss_disc_real_3: 0.21367491781711578 (0.20622751767304795) | > loss_disc_real_4: 0.20710489153862 (0.2101707980696078) | > loss_disc_real_5: 0.1999393105506897 (0.20237181570853446) | > loss_0: 2.1927356719970703 (2.2298912042010164) | > grad_norm_0: tensor(51.8566, device='cuda:0') (tensor(59.6888, device='cuda:0')) | > loss_gen: 2.815075635910034 (2.796678906696736) | > loss_kl: 2.2077581882476807 (2.142892082532248) | > loss_feat: 9.005382537841797 (8.481837995636083) | > loss_mel: 16.1742000579834 (15.13938443569307) | > loss_duration: 1.607939600944519 (1.610044398139008) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.810354232788086 (30.17083782994993) | > grad_norm_1: tensor(1377.7218, device='cuda:0') (tensor(985.6749, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.8393 (0.8421354638440067) | > loader_time: 0.0135 (0.011220953809124887)  --> TIME: 2025-02-20 11:21:51 -- STEP: 389/924 -- GLOBAL_STEP: 117400 | > loss_disc: 2.0717759132385254 (2.2318534045109106) | > loss_disc_real_0: 0.11080929636955261 (0.1185952683474993) | > loss_disc_real_1: 0.23027583956718445 (0.19268263117972875) | > loss_disc_real_2: 0.1894165724515915 (0.20369538381351) | > loss_disc_real_3: 0.21260178089141846 (0.2061762505984245) | > loss_disc_real_4: 0.22995522618293762 (0.21015207618858017) | > loss_disc_real_5: 0.19091492891311646 (0.20212701100923094) | > loss_0: 2.0717759132385254 (2.2318534045109106) | > grad_norm_0: tensor(59.8425, device='cuda:0') (tensor(59.7801, device='cuda:0')) | > loss_gen: 3.0997581481933594 (2.793182809432552) | > loss_kl: 2.364626407623291 (2.14359349150278) | > loss_feat: 9.397436141967773 (8.488022640002733) | > loss_mel: 16.135896682739258 (15.162306170230659) | > loss_duration: 1.5912909507751465 (1.61018113703838) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.58900833129883 (30.197286252803853) | > grad_norm_1: tensor(1328.8871, device='cuda:0') (tensor(997.8605, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.8624 (0.842480661323567) | > loader_time: 0.0103 (0.011240300298656483)  --> TIME: 2025-02-20 11:22:34 -- STEP: 439/924 -- GLOBAL_STEP: 117450 | > loss_disc: 2.366140127182007 (2.231584539174492) | > loss_disc_real_0: 0.08065443485975266 (0.1187157908832158) | > loss_disc_real_1: 0.1940944790840149 (0.19235747288870111) | > loss_disc_real_2: 0.18174408376216888 (0.20373199883517487) | > loss_disc_real_3: 0.2030179500579834 (0.2061548195694465) | > loss_disc_real_4: 0.2638849914073944 (0.21042985901881453) | > loss_disc_real_5: 0.2037646323442459 (0.20222099464819474) | > loss_0: 2.366140127182007 (2.231584539174492) | > grad_norm_0: tensor(30.6544, device='cuda:0') (tensor(58.5785, device='cuda:0')) | > loss_gen: 2.474766969680786 (2.789731745296296) | > loss_kl: 2.1342992782592773 (2.14913813236906) | > loss_feat: 7.3148603439331055 (8.476891594758614) | > loss_mel: 14.344468116760254 (15.162479776456307) | > loss_duration: 1.5954511165618896 (1.609841192501824) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.863847732543945 (30.188082440838997) | > grad_norm_1: tensor(1117.2394, device='cuda:0') (tensor(999.2510, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.831 (0.8432751234137116) | > loader_time: 0.011 (0.011221808018608363)  --> TIME: 2025-02-20 11:23:17 -- STEP: 489/924 -- GLOBAL_STEP: 117500 | > loss_disc: 2.098534345626831 (2.230379514411428) | > loss_disc_real_0: 0.05371832102537155 (0.11876612450691332) | > loss_disc_real_1: 0.2056683450937271 (0.19226273607866415) | > loss_disc_real_2: 0.18361367285251617 (0.20362362530699543) | > loss_disc_real_3: 0.20609477162361145 (0.2062292791948728) | > loss_disc_real_4: 0.19659794867038727 (0.210303999681658) | > loss_disc_real_5: 0.1545276790857315 (0.20202629033529435) | > loss_0: 2.098534345626831 (2.230379514411428) | > grad_norm_0: tensor(107.5920, device='cuda:0') (tensor(59.5884, device='cuda:0')) | > loss_gen: 2.896470308303833 (2.7908560103433997) | > loss_kl: 1.998558521270752 (2.14545930455799) | > loss_feat: 9.242850303649902 (8.471121949896004) | > loss_mel: 15.932866096496582 (15.147172216013653) | > loss_duration: 1.6124851703643799 (1.6099240158233172) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.683231353759766 (30.16453349809705) | > grad_norm_1: tensor(719.2008, device='cuda:0') (tensor(1009.2952, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.8207 (0.8434930530306264) | > loader_time: 0.0102 (0.01121946931616661)  --> TIME: 2025-02-20 11:24:00 -- STEP: 539/924 -- GLOBAL_STEP: 117550 | > loss_disc: 2.1329238414764404 (2.229864235269339) | > loss_disc_real_0: 0.10352760553359985 (0.11908692637102503) | > loss_disc_real_1: 0.18445560336112976 (0.192099025884232) | > loss_disc_real_2: 0.16660064458847046 (0.20347117299493925) | > loss_disc_real_3: 0.20660780370235443 (0.20638424174683875) | > loss_disc_real_4: 0.21054965257644653 (0.21012760071232495) | > loss_disc_real_5: 0.21452561020851135 (0.20212676327723952) | > loss_0: 2.1329238414764404 (2.229864235269339) | > grad_norm_0: tensor(42.6792, device='cuda:0') (tensor(60.3987, device='cuda:0')) | > loss_gen: 2.8184401988983154 (2.7951072699948454) | > loss_kl: 2.3420512676239014 (2.153378206635231) | > loss_feat: 9.136486053466797 (8.497112096351241) | > loss_mel: 15.81422233581543 (15.173319641424685) | > loss_duration: 1.6423207521438599 (1.6103154374407478) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.75351905822754 (30.229232628845327) | > grad_norm_1: tensor(987.9822, device='cuda:0') (tensor(1007.3751, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.8802 (0.8432260541615104) | > loader_time: 0.0113 (0.011260237454925714)  --> TIME: 2025-02-20 11:24:43 -- STEP: 589/924 -- GLOBAL_STEP: 117600 | > loss_disc: 2.1647257804870605 (2.226962669393611) | > loss_disc_real_0: 0.08079711347818375 (0.11834373265024155) | > loss_disc_real_1: 0.1921221911907196 (0.19188942017700966) | > loss_disc_real_2: 0.2042044699192047 (0.2032108197086737) | > loss_disc_real_3: 0.22066791355609894 (0.20625365848047417) | > loss_disc_real_4: 0.2230522632598877 (0.20992407551848002) | > loss_disc_real_5: 0.21178175508975983 (0.2022872385023404) | > loss_0: 2.1647257804870605 (2.226962669393611) | > grad_norm_0: tensor(43.5660, device='cuda:0') (tensor(61.0902, device='cuda:0')) | > loss_gen: 2.7595109939575195 (2.7983709721492387) | > loss_kl: 2.165713310241699 (2.1569237144369837) | > loss_feat: 7.836832046508789 (8.507034037837757) | > loss_mel: 13.463557243347168 (15.17309142535328) | > loss_duration: 1.6108360290527344 (1.6100561863700074) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.836448669433594 (30.245476306597933) | > grad_norm_1: tensor(992.1548, device='cuda:0') (tensor(1012.3152, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.8458 (0.8431575796195322) | > loader_time: 0.0105 (0.011283885440923572)  --> TIME: 2025-02-20 11:25:26 -- STEP: 639/924 -- GLOBAL_STEP: 117650 | > loss_disc: 2.217984914779663 (2.2266218096997283) | > loss_disc_real_0: 0.22007562220096588 (0.11812800718748327) | > loss_disc_real_1: 0.18949788808822632 (0.19178523988417814) | > loss_disc_real_2: 0.18720431625843048 (0.2029223299362291) | > loss_disc_real_3: 0.17944888770580292 (0.2062982177370591) | > loss_disc_real_4: 0.22886893153190613 (0.21012829148526838) | > loss_disc_real_5: 0.20465049147605896 (0.20243678352735775) | > loss_0: 2.217984914779663 (2.2266218096997283) | > grad_norm_0: tensor(135.3488, device='cuda:0') (tensor(61.6926, device='cuda:0')) | > loss_gen: 3.0362589359283447 (2.8009009939590728) | > loss_kl: 2.196995258331299 (2.1597276931637337) | > loss_feat: 9.091166496276855 (8.519189414470597) | > loss_mel: 15.691854476928711 (15.177675348678852) | > loss_duration: 1.6344482898712158 (1.6097434419608072) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.650724411010742 (30.267236864809327) | > grad_norm_1: tensor(1004.1485, device='cuda:0') (tensor(1014.4531, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.8339 (0.8429468196695771) | > loader_time: 0.0108 (0.011275914539940113)  --> TIME: 2025-02-20 11:26:09 -- STEP: 689/924 -- GLOBAL_STEP: 117700 | > loss_disc: 2.1504523754119873 (2.2281496950434674) | > loss_disc_real_0: 0.08546172082424164 (0.1181769578654119) | > loss_disc_real_1: 0.23107029497623444 (0.19189837047254407) | > loss_disc_real_2: 0.18455283343791962 (0.20297233206699833) | > loss_disc_real_3: 0.222992405295372 (0.2064703715470429) | > loss_disc_real_4: 0.18951836228370667 (0.21010412046542518) | > loss_disc_real_5: 0.18978402018547058 (0.2029004405821701) | > loss_0: 2.1504523754119873 (2.2281496950434674) | > grad_norm_0: tensor(26.0086, device='cuda:0') (tensor(61.4948, device='cuda:0')) | > loss_gen: 2.7288498878479004 (2.798219250317757) | > loss_kl: 2.2278547286987305 (2.163412327863308) | > loss_feat: 8.108348846435547 (8.512938766590224) | > loss_mel: 13.837263107299805 (15.163652187507973) | > loss_duration: 1.5844476222991943 (1.6094197325505775) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.48676300048828 (30.247642240261303) | > grad_norm_1: tensor(896.0556, device='cuda:0') (tensor(1019.1992, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.8268 (0.8427166163661828) | > loader_time: 0.0108 (0.011288221065814683)  --> TIME: 2025-02-20 11:26:52 -- STEP: 739/924 -- GLOBAL_STEP: 117750 | > loss_disc: 2.1237123012542725 (2.227190392911032) | > loss_disc_real_0: 0.08252042531967163 (0.11758796321744848) | > loss_disc_real_1: 0.1829858422279358 (0.1918304651290058) | > loss_disc_real_2: 0.19282160699367523 (0.2030088753113083) | > loss_disc_real_3: 0.22197991609573364 (0.20659786124029406) | > loss_disc_real_4: 0.24635621905326843 (0.21009607113020654) | > loss_disc_real_5: 0.2571803629398346 (0.20282728746230927) | > loss_0: 2.1237123012542725 (2.227190392911032) | > grad_norm_0: tensor(43.7777, device='cuda:0') (tensor(61.3210, device='cuda:0')) | > loss_gen: 3.0535824298858643 (2.7995782063036416) | > loss_kl: 2.1205503940582275 (2.167261680666262) | > loss_feat: 9.080808639526367 (8.519727783048266) | > loss_mel: 15.374443054199219 (15.16630043809243) | > loss_duration: 1.6081739664077759 (1.6094449124574979) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.237558364868164 (30.262313003952997) | > grad_norm_1: tensor(1006.8073, device='cuda:0') (tensor(1025.7743, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.8507 (0.8435313491924527) | > loader_time: 0.011 (0.011278329908605847)  --> TIME: 2025-02-20 11:27:35 -- STEP: 789/924 -- GLOBAL_STEP: 117800 | > loss_disc: 2.494410753250122 (2.2256344639907484) | > loss_disc_real_0: 0.06408249586820602 (0.11650765199964944) | > loss_disc_real_1: 0.176930770277977 (0.19168599733683855) | > loss_disc_real_2: 0.21465162932872772 (0.20290211479549028) | > loss_disc_real_3: 0.2332523614168167 (0.20676852224444256) | > loss_disc_real_4: 0.21300221979618073 (0.21003778263718745) | > loss_disc_real_5: 0.18935918807983398 (0.20275527607125468) | > loss_0: 2.494410753250122 (2.2256344639907484) | > grad_norm_0: tensor(52.9593, device='cuda:0') (tensor(61.2415, device='cuda:0')) | > loss_gen: 2.4064695835113525 (2.802464164557417) | > loss_kl: 2.1236684322357178 (2.169017634313219) | > loss_feat: 7.540592193603516 (8.525487950546204) | > loss_mel: 14.448983192443848 (15.16405082141794) | > loss_duration: 1.5802977085113525 (1.609836623393688) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.10000991821289 (30.27085717398253) | > grad_norm_1: tensor(624.4164, device='cuda:0') (tensor(1019.2048, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.8558 (0.8436098996224057) | > loader_time: 0.0112 (0.011292007032909326)  --> TIME: 2025-02-20 11:28:18 -- STEP: 839/924 -- GLOBAL_STEP: 117850 | > loss_disc: 2.1368837356567383 (2.223825666702689) | > loss_disc_real_0: 0.04737597331404686 (0.11592688028732841) | > loss_disc_real_1: 0.17617130279541016 (0.19166863650190114) | > loss_disc_real_2: 0.22042936086654663 (0.2028836452882822) | > loss_disc_real_3: 0.22279782593250275 (0.206535190006405) | > loss_disc_real_4: 0.2298881858587265 (0.210035811519168) | > loss_disc_real_5: 0.1797788441181183 (0.20252625972778487) | > loss_0: 2.1368837356567383 (2.223825666702689) | > grad_norm_0: tensor(26.1288, device='cuda:0') (tensor(60.9472, device='cuda:0')) | > loss_gen: 2.9245381355285645 (2.805133675505921) | > loss_kl: 2.3029580116271973 (2.168699679982819) | > loss_feat: 8.987493515014648 (8.540767238307765) | > loss_mel: 15.791379928588867 (15.181471454088395) | > loss_duration: 1.6185128688812256 (1.6094018782137114) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.624881744384766 (30.305473907343394) | > grad_norm_1: tensor(823.3322, device='cuda:0') (tensor(1018.6344, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.83 (0.8429916581323234) | > loader_time: 0.0101 (0.01127776286883349)  --> TIME: 2025-02-20 11:29:00 -- STEP: 889/924 -- GLOBAL_STEP: 117900 | > loss_disc: 2.3541011810302734 (2.224873013383764) | > loss_disc_real_0: 0.05798999220132828 (0.11626461888710612) | > loss_disc_real_1: 0.21459689736366272 (0.19169336549007457) | > loss_disc_real_2: 0.19970843195915222 (0.20287253125177868) | > loss_disc_real_3: 0.18010254204273224 (0.20663608550287876) | > loss_disc_real_4: 0.2211194634437561 (0.21009162058309966) | > loss_disc_real_5: 0.22003822028636932 (0.2024808377195128) | > loss_0: 2.3541011810302734 (2.224873013383764) | > grad_norm_0: tensor(88.4108, device='cuda:0') (tensor(61.7581, device='cuda:0')) | > loss_gen: 2.6673243045806885 (2.8058742774216765) | > loss_kl: 2.2209300994873047 (2.1701415458063447) | > loss_feat: 8.304841995239258 (8.544258506011108) | > loss_mel: 15.234210014343262 (15.190382481157712) | > loss_duration: 1.6018015146255493 (1.6093162790326347) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.02910804748535 (30.319973073472323) | > grad_norm_1: tensor(953.7849, device='cuda:0') (tensor(1017.5909, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.8456 (0.8424577943653839) | > loader_time: 0.0115 (0.011270088607736598)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2506797313690186 (2.2506797313690186) | > loss_disc_real_0: 0.06733877956867218 (0.06733877956867218) | > loss_disc_real_1: 0.24157904088497162 (0.24157904088497162) | > loss_disc_real_2: 0.22338362038135529 (0.22338362038135529) | > loss_disc_real_3: 0.19433113932609558 (0.19433113932609558) | > loss_disc_real_4: 0.22804002463817596 (0.22804002463817596) | > loss_disc_real_5: 0.1896129697561264 (0.1896129697561264) | > loss_0: 2.2506797313690186 (2.2506797313690186) | > loss_gen: 2.4950499534606934 (2.4950499534606934) | > loss_kl: 2.0433285236358643 (2.0433285236358643) | > loss_feat: 7.990015029907227 (7.990015029907227) | > loss_mel: 14.979783058166504 (14.979783058166504) | > loss_duration: 1.6680223941802979 (1.6680223941802979) | > loss_1: 29.176198959350586 (29.176198959350586)  --> STEP: 1 | > loss_disc: 2.4541544914245605 (2.4541544914245605) | > loss_disc_real_0: 0.10623721033334732 (0.10623721033334732) | > loss_disc_real_1: 0.2505292296409607 (0.2505292296409607) | > loss_disc_real_2: 0.22872407734394073 (0.22872407734394073) | > loss_disc_real_3: 0.21583686769008636 (0.21583686769008636) | > loss_disc_real_4: 0.2251443713903427 (0.2251443713903427) | > loss_disc_real_5: 0.18083123862743378 (0.18083123862743378) | > loss_0: 2.4541544914245605 (2.4541544914245605) | > loss_gen: 2.255295991897583 (2.255295991897583) | > loss_kl: 1.9139503240585327 (1.9139503240585327) | > loss_feat: 6.6378607749938965 (6.6378607749938965) | > loss_mel: 11.762709617614746 (11.762709617614746) | > loss_duration: 1.670555591583252 (1.670555591583252) | > loss_1: 24.240373611450195 (24.240373611450195)  --> STEP: 2 | > loss_disc: 2.340935230255127 (2.3975448608398438) | > loss_disc_real_0: 0.0689108818769455 (0.08757404610514641) | > loss_disc_real_1: 0.23782050609588623 (0.24417486786842346) | > loss_disc_real_2: 0.2305026352405548 (0.22961335629224777) | > loss_disc_real_3: 0.21948400139808655 (0.21766043454408646) | > loss_disc_real_4: 0.2242654711008072 (0.22470492124557495) | > loss_disc_real_5: 0.17615027725696564 (0.1784907579421997) | > loss_0: 2.340935230255127 (2.3975448608398438) | > loss_gen: 2.35654878616333 (2.3059223890304565) | > loss_kl: 1.9939874410629272 (1.95396888256073) | > loss_feat: 7.65486478805542 (7.146362781524658) | > loss_mel: 15.098419189453125 (13.430564403533936) | > loss_duration: 1.5646191835403442 (1.617587387561798) | > loss_1: 28.668439865112305 (26.45440673828125)  --> STEP: 3 | > loss_disc: 2.3574368953704834 (2.3841755390167236) | > loss_disc_real_0: 0.08750524371862411 (0.08755111197630565) | > loss_disc_real_1: 0.22059780359268188 (0.23631584644317627) | > loss_disc_real_2: 0.25041908025741577 (0.23654859761397043) | > loss_disc_real_3: 0.2249182164669037 (0.22007969518502554) | > loss_disc_real_4: 0.21559418737888336 (0.22166800995667776) | > loss_disc_real_5: 0.20155438780784607 (0.18617863456408182) | > loss_0: 2.3574368953704834 (2.3841755390167236) | > loss_gen: 2.42435884475708 (2.3454012076059976) | > loss_kl: 1.9867866039276123 (1.9649081230163574) | > loss_feat: 6.8317084312438965 (7.041477998097737) | > loss_mel: 12.918733596801758 (13.259954134623209) | > loss_duration: 1.6497968435287476 (1.6283238728841145) | > loss_1: 25.811384201049805 (26.240065892537434)  --> STEP: 4 | > loss_disc: 2.344511032104492 (2.3742594122886658) | > loss_disc_real_0: 0.06562268733978271 (0.08206900581717491) | > loss_disc_real_1: 0.26055097579956055 (0.24237462878227234) | > loss_disc_real_2: 0.21832504868507385 (0.2319927103817463) | > loss_disc_real_3: 0.23051179945468903 (0.2226877212524414) | > loss_disc_real_4: 0.2623625099658966 (0.23184163495898247) | > loss_disc_real_5: 0.17412538826465607 (0.1831653229892254) | > loss_0: 2.344511032104492 (2.3742594122886658) | > loss_gen: 2.4653382301330566 (2.3753854632377625) | > loss_kl: 1.9459024667739868 (1.9601567089557648) | > loss_feat: 7.545149326324463 (7.167395830154419) | > loss_mel: 14.097317695617676 (13.469295024871826) | > loss_duration: 1.7518584728240967 (1.65920752286911) | > loss_1: 27.805564880371094 (26.63144063949585)  --> STEP: 5 | > loss_disc: 2.318058967590332 (2.363019323348999) | > loss_disc_real_0: 0.0686209425330162 (0.07937939316034318) | > loss_disc_real_1: 0.25926437973976135 (0.24575257897377015) | > loss_disc_real_2: 0.2157358080148697 (0.22874132990837098) | > loss_disc_real_3: 0.18912343680858612 (0.21597486436367036) | > loss_disc_real_4: 0.22399380803108215 (0.2302720695734024) | > loss_disc_real_5: 0.21376246213912964 (0.18928475081920623) | > loss_0: 2.318058967590332 (2.363019323348999) | > loss_gen: 2.504805326461792 (2.4012694358825684) | > loss_kl: 1.9351797103881836 (1.9551613092422486) | > loss_feat: 7.028260231018066 (7.139568710327149) | > loss_mel: 12.030214309692383 (13.181478881835938) | > loss_duration: 1.4883687496185303 (1.625039768218994) | > loss_1: 24.986827850341797 (26.30251808166504) --> EVAL PERFORMANCE | > avg_loader_time: 0.15469779968261718 (+0.0037704467773437556) | > avg_loss_disc: 2.363019323348999 (+0.08163135051727322) | > avg_loss_disc_real_0: 0.07937939316034318 (-0.09576168209314345) | > avg_loss_disc_real_1: 0.24575257897377015 (+0.030965989828109747) | > avg_loss_disc_real_2: 0.22874132990837098 (-0.0077970027923583984) | > avg_loss_disc_real_3: 0.21597486436367036 (-0.037116584181785595) | > avg_loss_disc_real_4: 0.2302720695734024 (-0.001876312494277943) | > avg_loss_disc_real_5: 0.18928475081920623 (-0.018577158451080322) | > avg_loss_0: 2.363019323348999 (+0.08163135051727322) | > avg_loss_gen: 2.4012694358825684 (-0.3327515125274658) | > avg_loss_kl: 1.9551613092422486 (+0.031695318222046076) | > avg_loss_feat: 7.139568710327149 (-0.6131148338317871) | > avg_loss_mel: 13.181478881835938 (-1.5981906890869144) | > avg_loss_duration: 1.625039768218994 (-0.009938049316406294) | > avg_loss_1: 26.30251808166504 (-2.52229995727539)  > EPOCH: 78/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 11:29:38)   --> TIME: 2025-02-20 11:29:53 -- STEP: 15/924 -- GLOBAL_STEP: 117950 | > loss_disc: 2.3655035495758057 (2.2219592253367106) | > loss_disc_real_0: 0.06510170549154282 (0.10164519747098287) | > loss_disc_real_1: 0.15583831071853638 (0.18763906757036844) | > loss_disc_real_2: 0.21359127759933472 (0.204369980096817) | > loss_disc_real_3: 0.20920224487781525 (0.20872662166754405) | > loss_disc_real_4: 0.18810100853443146 (0.21829794943332673) | > loss_disc_real_5: 0.17887268960475922 (0.20527012050151824) | > loss_0: 2.3655035495758057 (2.2219592253367106) | > grad_norm_0: tensor(52.5586, device='cuda:0') (tensor(59.3322, device='cuda:0')) | > loss_gen: 2.409153938293457 (2.801590855916341) | > loss_kl: 1.8778561353683472 (2.1190134048461915) | > loss_feat: 7.7583842277526855 (8.550364462534587) | > loss_mel: 15.358189582824707 (15.164543151855469) | > loss_duration: 1.613462209701538 (1.5977952321370443) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.017045974731445 (30.233306630452475) | > grad_norm_1: tensor(1046.1815, device='cuda:0') (tensor(1006.6763, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.8367 (0.8421408494313558) | > loader_time: 0.0102 (0.010881439844767252)  --> TIME: 2025-02-20 11:30:36 -- STEP: 65/924 -- GLOBAL_STEP: 118000 | > loss_disc: 2.431201696395874 (2.211804716403668) | > loss_disc_real_0: 0.1782957762479782 (0.10778670265124395) | > loss_disc_real_1: 0.21285885572433472 (0.19162831398156968) | > loss_disc_real_2: 0.21034057438373566 (0.20273779928684235) | > loss_disc_real_3: 0.21033048629760742 (0.2083645795400326) | > loss_disc_real_4: 0.25053584575653076 (0.21101559996604918) | > loss_disc_real_5: 0.27715420722961426 (0.2038202764896246) | > loss_0: 2.431201696395874 (2.211804716403668) | > grad_norm_0: tensor(169.0203, device='cuda:0') (tensor(60.5081, device='cuda:0')) | > loss_gen: 2.7965266704559326 (2.8324446531442495) | > loss_kl: 2.224418878555298 (2.1418410044450034) | > loss_feat: 7.834362030029297 (8.5396283369798) | > loss_mel: 14.858857154846191 (15.088225672795222) | > loss_duration: 1.5846138000488281 (1.608595897601201) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.298776626586914 (30.210735526451696) | > grad_norm_1: tensor(907.8117, device='cuda:0') (tensor(1036.8320, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.8984 (0.8478103490976187) | > loader_time: 0.0097 (0.01117249268751878) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_118000.pth  --> TIME: 2025-02-20 11:31:21 -- STEP: 115/924 -- GLOBAL_STEP: 118050 | > loss_disc: 2.21232008934021 (2.2294702384782883) | > loss_disc_real_0: 0.1505604088306427 (0.11890871068057807) | > loss_disc_real_1: 0.23434817790985107 (0.1915127178897028) | > loss_disc_real_2: 0.21526837348937988 (0.20191002086452817) | > loss_disc_real_3: 0.19774362444877625 (0.20858421247938405) | > loss_disc_real_4: 0.2004316747188568 (0.21142098618590313) | > loss_disc_real_5: 0.17267493903636932 (0.20309968629608985) | > loss_0: 2.21232008934021 (2.2294702384782883) | > grad_norm_0: tensor(51.7265, device='cuda:0') (tensor(57.5239, device='cuda:0')) | > loss_gen: 2.7355856895446777 (2.7901490874912436) | > loss_kl: 2.2446036338806152 (2.1608279736145675) | > loss_feat: 9.277591705322266 (8.508098764004922) | > loss_mel: 15.507040977478027 (15.13702279795771) | > loss_duration: 1.6516389846801758 (1.6096344937448916) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.416461944580078 (30.205733091934867) | > grad_norm_1: tensor(1552.1737, device='cuda:0') (tensor(988.5201, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.7941 (0.8426529303840969) | > loader_time: 0.0092 (0.011229604223500125)  --> TIME: 2025-02-20 11:32:04 -- STEP: 165/924 -- GLOBAL_STEP: 118100 | > loss_disc: 2.2212331295013428 (2.234883704329983) | > loss_disc_real_0: 0.11697451770305634 (0.1208630665233641) | > loss_disc_real_1: 0.18865767121315002 (0.1923807400645631) | > loss_disc_real_2: 0.17854467034339905 (0.20287909011046093) | > loss_disc_real_3: 0.2122947722673416 (0.20799911311178496) | > loss_disc_real_4: 0.19875137507915497 (0.21088177525635926) | > loss_disc_real_5: 0.18756406009197235 (0.2032800909244652) | > loss_0: 2.2212331295013428 (2.234883704329983) | > grad_norm_0: tensor(45.8491, device='cuda:0') (tensor(58.5594, device='cuda:0')) | > loss_gen: 2.6964221000671387 (2.7864064014319223) | > loss_kl: 2.201988935470581 (2.171518358317288) | > loss_feat: 8.134211540222168 (8.497217305501305) | > loss_mel: 15.607660293579102 (15.107151811773127) | > loss_duration: 1.613865613937378 (1.6089119311535) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.254148483276367 (30.171205740263968) | > grad_norm_1: tensor(1160.1580, device='cuda:0') (tensor(999.8627, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.8538 (0.8431060574271461) | > loader_time: 0.0105 (0.01126698580655184)  --> TIME: 2025-02-20 11:32:47 -- STEP: 215/924 -- GLOBAL_STEP: 118150 | > loss_disc: 2.0778956413269043 (2.2306017820225224) | > loss_disc_real_0: 0.05210258811712265 (0.12077037543058396) | > loss_disc_real_1: 0.2080061137676239 (0.19258193643980243) | > loss_disc_real_2: 0.20587210357189178 (0.20204117720903353) | > loss_disc_real_3: 0.19096073508262634 (0.20691156616044598) | > loss_disc_real_4: 0.19238391518592834 (0.21070013503695648) | > loss_disc_real_5: 0.16019520163536072 (0.2021507069121959) | > loss_0: 2.0778956413269043 (2.2306017820225224) | > grad_norm_0: tensor(41.0881, device='cuda:0') (tensor(60.2952, device='cuda:0')) | > loss_gen: 3.0033159255981445 (2.793690138084945) | > loss_kl: 2.2787797451019287 (2.176071796306343) | > loss_feat: 9.834803581237793 (8.521181257381002) | > loss_mel: 15.574639320373535 (15.106672522079112) | > loss_duration: 1.5944790840148926 (1.6073995074560479) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.28601837158203 (30.205015129266783) | > grad_norm_1: tensor(1177.1505, device='cuda:0') (tensor(995.0045, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.8638 (0.8435822298360424) | > loader_time: 0.0126 (0.01131526370381199)  --> TIME: 2025-02-20 11:33:30 -- STEP: 265/924 -- GLOBAL_STEP: 118200 | > loss_disc: 2.0348830223083496 (2.2270206883268555) | > loss_disc_real_0: 0.10031591355800629 (0.11837410167703089) | > loss_disc_real_1: 0.2000933140516281 (0.19259035829103213) | > loss_disc_real_2: 0.19559592008590698 (0.2027477001244167) | > loss_disc_real_3: 0.1763973981142044 (0.20699281265150826) | > loss_disc_real_4: 0.1999277025461197 (0.21026288209096444) | > loss_disc_real_5: 0.19496767222881317 (0.20229299034712445) | > loss_0: 2.0348830223083496 (2.2270206883268555) | > grad_norm_0: tensor(58.0204, device='cuda:0') (tensor(60.2012, device='cuda:0')) | > loss_gen: 2.8884201049804688 (2.79727994091106) | > loss_kl: 2.371103048324585 (2.1762952741586923) | > loss_feat: 8.823101997375488 (8.511853403415326) | > loss_mel: 15.445146560668945 (15.054164508603654) | > loss_duration: 1.6246017217636108 (1.6082482378437837) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.152372360229492 (30.147841327595263) | > grad_norm_1: tensor(926.4545, device='cuda:0') (tensor(993.9281, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.8282 (0.8431210652837212) | > loader_time: 0.01 (0.011275141194181616)  --> TIME: 2025-02-20 11:34:13 -- STEP: 315/924 -- GLOBAL_STEP: 118250 | > loss_disc: 2.1491620540618896 (2.220061691980514) | > loss_disc_real_0: 0.12922245264053345 (0.11698234555503678) | > loss_disc_real_1: 0.20089107751846313 (0.19216014662432285) | > loss_disc_real_2: 0.19566023349761963 (0.20235680147768959) | > loss_disc_real_3: 0.2104087918996811 (0.20656644044414404) | > loss_disc_real_4: 0.22667138278484344 (0.20982151854605902) | > loss_disc_real_5: 0.20364971458911896 (0.20119243760903668) | > loss_0: 2.1491620540618896 (2.220061691980514) | > grad_norm_0: tensor(66.6582, device='cuda:0') (tensor(62.3096, device='cuda:0')) | > loss_gen: 3.1429526805877686 (2.8075373611752945) | > loss_kl: 2.03979229927063 (2.1785655487151367) | > loss_feat: 8.495079040527344 (8.549829952300547) | > loss_mel: 14.015650749206543 (15.089075978597005) | > loss_duration: 1.623244047164917 (1.6079558769861855) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.31671714782715 (30.232964706420898) | > grad_norm_1: tensor(1167.1134, device='cuda:0') (tensor(1012.5603, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.8333 (0.8448551344493083) | > loader_time: 0.0107 (0.011300974043588777)  --> TIME: 2025-02-20 11:34:57 -- STEP: 365/924 -- GLOBAL_STEP: 118300 | > loss_disc: 2.237733840942383 (2.2197454909755767) | > loss_disc_real_0: 0.05809647962450981 (0.11593979489925789) | > loss_disc_real_1: 0.19062356650829315 (0.19192829809776724) | > loss_disc_real_2: 0.21154743432998657 (0.20256784047982465) | > loss_disc_real_3: 0.22879494726657867 (0.20686547327531532) | > loss_disc_real_4: 0.2267960160970688 (0.2101841493420405) | > loss_disc_real_5: 0.19717256724834442 (0.2010544938175645) | > loss_0: 2.237733840942383 (2.2197454909755767) | > grad_norm_0: tensor(66.1307, device='cuda:0') (tensor(63.0873, device='cuda:0')) | > loss_gen: 2.85689377784729 (2.810269969783418) | > loss_kl: 2.1425704956054688 (2.181671429660223) | > loss_feat: 8.433695793151855 (8.558462788307503) | > loss_mel: 15.696337699890137 (15.10450983700687) | > loss_duration: 1.6152377128601074 (1.608431500278107) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.744735717773438 (30.263345509359283) | > grad_norm_1: tensor(1324.7336, device='cuda:0') (tensor(1012.5044, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.8522 (0.8457826111414665) | > loader_time: 0.0111 (0.011267031055607193)  --> TIME: 2025-02-20 11:35:40 -- STEP: 415/924 -- GLOBAL_STEP: 118350 | > loss_disc: 2.0964431762695312 (2.2150894130568908) | > loss_disc_real_0: 0.11914879083633423 (0.11373450681567192) | > loss_disc_real_1: 0.2042667269706726 (0.19172262789973293) | > loss_disc_real_2: 0.17694029211997986 (0.20277038895222077) | > loss_disc_real_3: 0.2205277979373932 (0.2070279594286379) | > loss_disc_real_4: 0.19279734790325165 (0.21004584546548774) | > loss_disc_real_5: 0.2084348499774933 (0.2008714401219264) | > loss_0: 2.0964431762695312 (2.2150894130568908) | > grad_norm_0: tensor(40.1105, device='cuda:0') (tensor(61.9860, device='cuda:0')) | > loss_gen: 3.1121389865875244 (2.8172094615109002) | > loss_kl: 2.146803140640259 (2.17458064757198) | > loss_feat: 9.221470832824707 (8.573510367611807) | > loss_mel: 14.623538970947266 (15.117398167805499) | > loss_duration: 1.5994019508361816 (1.6084909941776688) | > amp_scaler: 128.0 (128.3084337349397) | > loss_1: 30.703353881835938 (30.291189639539603) | > grad_norm_1: tensor(617.6246, device='cuda:0') (tensor(1008.0710, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.8643 (0.8457272472151793) | > loader_time: 0.011 (0.011276825364813734)  --> TIME: 2025-02-20 11:36:23 -- STEP: 465/924 -- GLOBAL_STEP: 118400 | > loss_disc: 2.154425859451294 (2.215347694581555) | > loss_disc_real_0: 0.05326032266020775 (0.11384915499597467) | > loss_disc_real_1: 0.19113892316818237 (0.19157635524708738) | > loss_disc_real_2: 0.22015048563480377 (0.20295065106243215) | > loss_disc_real_3: 0.18959085643291473 (0.2069437638405831) | > loss_disc_real_4: 0.20604307949543 (0.21034828664795044) | > loss_disc_real_5: 0.20792433619499207 (0.2008306314868311) | > loss_0: 2.154425859451294 (2.215347694581555) | > grad_norm_0: tensor(30.5034, device='cuda:0') (tensor(61.3210, device='cuda:0')) | > loss_gen: 2.812788724899292 (2.815454027216922) | > loss_kl: 2.216810703277588 (2.1743093195781955) | > loss_feat: 8.447553634643555 (8.569436037412254) | > loss_mel: 14.367095947265625 (15.122690553562615) | > loss_duration: 1.6114434003829956 (1.6081702622034217) | > amp_scaler: 128.0 (128.2752688172043) | > loss_1: 29.455690383911133 (30.29006018279701) | > grad_norm_1: tensor(1149.7544, device='cuda:0') (tensor(1015.0146, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.8353 (0.8457888141755138) | > loader_time: 0.0127 (0.011298969227780566)  --> TIME: 2025-02-20 11:37:06 -- STEP: 515/924 -- GLOBAL_STEP: 118450 | > loss_disc: 2.1365551948547363 (2.215396465838534) | > loss_disc_real_0: 0.12057499587535858 (0.11385221885679996) | > loss_disc_real_1: 0.23382344841957092 (0.19156058233918496) | > loss_disc_real_2: 0.22224678099155426 (0.2030457282239951) | > loss_disc_real_3: 0.2044532597064972 (0.20672055711445303) | > loss_disc_real_4: 0.21080106496810913 (0.2104754315996633) | > loss_disc_real_5: 0.2149989902973175 (0.20086952407383218) | > loss_0: 2.1365551948547363 (2.215396465838534) | > grad_norm_0: tensor(61.6613, device='cuda:0') (tensor(62.1783, device='cuda:0')) | > loss_gen: 2.980958938598633 (2.8154421014693183) | > loss_kl: 2.1962332725524902 (2.173650337885888) | > loss_feat: 8.765667915344238 (8.577472429368106) | > loss_mel: 16.54155731201172 (15.156206184683494) | > loss_duration: 1.6018823385238647 (1.608674583620238) | > amp_scaler: 128.0 (128.24854368932026) | > loss_1: 32.086299896240234 (30.331445638415882) | > grad_norm_1: tensor(1333.4988, device='cuda:0') (tensor(1011.8162, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.856 (0.8457226031034898) | > loader_time: 0.0112 (0.011296513937052003)  --> TIME: 2025-02-20 11:37:49 -- STEP: 565/924 -- GLOBAL_STEP: 118500 | > loss_disc: 2.207571029663086 (2.215187045114231) | > loss_disc_real_0: 0.12149456143379211 (0.11359039718466522) | > loss_disc_real_1: 0.21641112864017487 (0.19134968848882522) | > loss_disc_real_2: 0.19224099814891815 (0.20307690205827222) | > loss_disc_real_3: 0.21895721554756165 (0.20679461570967608) | > loss_disc_real_4: 0.2488732635974884 (0.21040591006785367) | > loss_disc_real_5: 0.19138982892036438 (0.2007519600401937) | > loss_0: 2.207571029663086 (2.215187045114231) | > grad_norm_0: tensor(47.5837, device='cuda:0') (tensor(61.4244, device='cuda:0')) | > loss_gen: 2.7013368606567383 (2.817228391529185) | > loss_kl: 2.140058994293213 (2.1712673307520127) | > loss_feat: 8.146817207336426 (8.588891998223506) | > loss_mel: 14.480001449584961 (15.154046911053953) | > loss_duration: 1.6324851512908936 (1.6091512648405224) | > amp_scaler: 128.0 (128.22654867256622) | > loss_1: 29.10070037841797 (30.340585880785916) | > grad_norm_1: tensor(667.9253, device='cuda:0') (tensor(1003.1432, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.8402 (0.8456538242576398) | > loader_time: 0.0112 (0.011300397130240374)  --> TIME: 2025-02-20 11:38:32 -- STEP: 615/924 -- GLOBAL_STEP: 118550 | > loss_disc: 2.3231894969940186 (2.2179745509372504) | > loss_disc_real_0: 0.27191999554634094 (0.11462051044634687) | > loss_disc_real_1: 0.18658575415611267 (0.19131593343203618) | > loss_disc_real_2: 0.2184850573539734 (0.2029742356722916) | > loss_disc_real_3: 0.19675062596797943 (0.20692907336766145) | > loss_disc_real_4: 0.19845576584339142 (0.21042672138873159) | > loss_disc_real_5: 0.23756098747253418 (0.20110613308786376) | > loss_0: 2.3231894969940186 (2.2179745509372504) | > grad_norm_0: tensor(115.3283, device='cuda:0') (tensor(61.5261, device='cuda:0')) | > loss_gen: 2.7552783489227295 (2.8128832068869762) | > loss_kl: 2.425130844116211 (2.173897943651775) | > loss_feat: 7.701794624328613 (8.566408884622225) | > loss_mel: 14.813977241516113 (15.12268722193028) | > loss_duration: 1.6271135807037354 (1.6088486593913263) | > amp_scaler: 128.0 (128.20813008130068) | > loss_1: 29.323293685913086 (30.28472590872912) | > grad_norm_1: tensor(1270.8496, device='cuda:0') (tensor(1001.9727, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.82 (0.8453579580880762) | > loader_time: 0.0101 (0.011351107000335437)  --> TIME: 2025-02-20 11:39:15 -- STEP: 665/924 -- GLOBAL_STEP: 118600 | > loss_disc: 2.196598529815674 (2.2189609342947962) | > loss_disc_real_0: 0.11100992560386658 (0.11522877395041006) | > loss_disc_real_1: 0.16534090042114258 (0.19136183326853845) | > loss_disc_real_2: 0.18235675990581512 (0.20274712640540035) | > loss_disc_real_3: 0.20618079602718353 (0.20684196153529588) | > loss_disc_real_4: 0.24761880934238434 (0.21050798610637067) | > loss_disc_real_5: 0.19978582859039307 (0.20134500372678713) | > loss_0: 2.196598529815674 (2.2189609342947962) | > grad_norm_0: tensor(112.0145, device='cuda:0') (tensor(61.4476, device='cuda:0')) | > loss_gen: 2.7616453170776367 (2.8079385606866163) | > loss_kl: 2.2128570079803467 (2.172685894033965) | > loss_feat: 8.90992259979248 (8.56051374449767) | > loss_mel: 16.38747215270996 (15.1228719582235) | > loss_duration: 1.5793143510818481 (1.608830071033392) | > amp_scaler: 128.0 (128.19248120300742) | > loss_1: 31.851211547851562 (30.272840238872327) | > grad_norm_1: tensor(822.2543, device='cuda:0') (tensor(999.9434, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.8379 (0.8459742574763477) | > loader_time: 0.0138 (0.01136145520031003)  --> TIME: 2025-02-20 11:39:59 -- STEP: 715/924 -- GLOBAL_STEP: 118650 | > loss_disc: 2.230644702911377 (2.218691589115384) | > loss_disc_real_0: 0.13528035581111908 (0.11485889469618564) | > loss_disc_real_1: 0.178114652633667 (0.19128213929129648) | > loss_disc_real_2: 0.19963489472866058 (0.20295421691624427) | > loss_disc_real_3: 0.16281920671463013 (0.2068208159891874) | > loss_disc_real_4: 0.2087697684764862 (0.21047248754884818) | > loss_disc_real_5: 0.19246885180473328 (0.2012157326811677) | > loss_0: 2.230644702911377 (2.218691589115384) | > grad_norm_0: tensor(124.3110, device='cuda:0') (tensor(61.5641, device='cuda:0')) | > loss_gen: 2.6539409160614014 (2.8108428704988735) | > loss_kl: 2.1544346809387207 (2.17236917669123) | > loss_feat: 8.597624778747559 (8.56224566906483) | > loss_mel: 15.938407897949219 (15.132321840566355) | > loss_duration: 1.6513015031814575 (1.608885191537284) | > amp_scaler: 128.0 (128.17902097902098) | > loss_1: 30.995710372924805 (30.286664754694158) | > grad_norm_1: tensor(1201.8979, device='cuda:0') (tensor(1001.8019, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.8521 (0.846192672702816) | > loader_time: 0.0144 (0.011384382781448883)  --> TIME: 2025-02-20 11:40:42 -- STEP: 765/924 -- GLOBAL_STEP: 118700 | > loss_disc: 2.245054006576538 (2.2170397228664855) | > loss_disc_real_0: 0.1822807788848877 (0.11455658485784251) | > loss_disc_real_1: 0.19345299899578094 (0.19100295207858864) | > loss_disc_real_2: 0.20918497443199158 (0.20273203666693237) | > loss_disc_real_3: 0.2542875111103058 (0.2067136432415518) | > loss_disc_real_4: 0.21972110867500305 (0.21046770550067131) | > loss_disc_real_5: 0.2273741215467453 (0.20119442651474398) | > loss_0: 2.245054006576538 (2.2170397228664855) | > grad_norm_0: tensor(95.6409, device='cuda:0') (tensor(61.6143, device='cuda:0')) | > loss_gen: 3.057513952255249 (2.8136020853628554) | > loss_kl: 1.9595896005630493 (2.1691475392946256) | > loss_feat: 8.52892017364502 (8.571168231340788) | > loss_mel: 14.67175006866455 (15.137109477223914) | > loss_duration: 1.6467622518539429 (1.6092536826538886) | > amp_scaler: 128.0 (128.16732026143788) | > loss_1: 29.86453628540039 (30.3002810160319) | > grad_norm_1: tensor(789.4398, device='cuda:0') (tensor(1006.6133, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.8549 (0.8465983421973933) | > loader_time: 0.0136 (0.011404729356952728)  --> TIME: 2025-02-20 11:41:25 -- STEP: 815/924 -- GLOBAL_STEP: 118750 | > loss_disc: 2.059675455093384 (2.2175088607460456) | > loss_disc_real_0: 0.08481796830892563 (0.11438613720466755) | > loss_disc_real_1: 0.1998136192560196 (0.1910924747860505) | > loss_disc_real_2: 0.1783754676580429 (0.20254635470776464) | > loss_disc_real_3: 0.21018271148204803 (0.20675620868162128) | > loss_disc_real_4: 0.20510536432266235 (0.21061913872057678) | > loss_disc_real_5: 0.18357113003730774 (0.20132936540922505) | > loss_0: 2.059675455093384 (2.2175088607460456) | > grad_norm_0: tensor(75.2660, device='cuda:0') (tensor(61.8826, device='cuda:0')) | > loss_gen: 3.0188605785369873 (2.812922361291994) | > loss_kl: 2.2115747928619385 (2.168671938831823) | > loss_feat: 9.126161575317383 (8.559161079149296) | > loss_mel: 15.765331268310547 (15.127132227376926) | > loss_duration: 1.6263905763626099 (1.6092016550660868) | > amp_scaler: 128.0 (128.1570552147239) | > loss_1: 31.74831771850586 (30.277089253525062) | > grad_norm_1: tensor(1130.6726, device='cuda:0') (tensor(1009.3608, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.8616 (0.8463652362121394) | > loader_time: 0.0117 (0.011418958383103807)  --> TIME: 2025-02-20 11:42:07 -- STEP: 865/924 -- GLOBAL_STEP: 118800 | > loss_disc: 2.2122802734375 (2.2188476587306565) | > loss_disc_real_0: 0.10085615515708923 (0.11456978202641355) | > loss_disc_real_1: 0.21640212833881378 (0.1915622012808144) | > loss_disc_real_2: 0.2175324708223343 (0.20278872644281104) | > loss_disc_real_3: 0.21678251028060913 (0.20674819948011727) | > loss_disc_real_4: 0.2235850691795349 (0.21063115812105943) | > loss_disc_real_5: 0.1860487014055252 (0.20118538823430937) | > loss_0: 2.2122802734375 (2.2188476587306565) | > grad_norm_0: tensor(72.1947, device='cuda:0') (tensor(62.4129, device='cuda:0')) | > loss_gen: 2.673238515853882 (2.815226864401319) | > loss_kl: 2.3067800998687744 (2.171155800709148) | > loss_feat: 8.622383117675781 (8.564292684455816) | > loss_mel: 14.810343742370605 (15.135401240663032) | > loss_duration: 1.598876714706421 (1.6092721810919703) | > amp_scaler: 128.0 (128.14797687861264) | > loss_1: 30.011621475219727 (30.295348757264243) | > grad_norm_1: tensor(1798.8726, device='cuda:0') (tensor(1011.9288, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.8535 (0.845443171572823) | > loader_time: 0.0114 (0.011417033355360075)  --> TIME: 2025-02-20 11:42:49 -- STEP: 915/924 -- GLOBAL_STEP: 118850 | > loss_disc: 2.3483638763427734 (2.2176843356565055) | > loss_disc_real_0: 0.1270580142736435 (0.1142023547262442) | > loss_disc_real_1: 0.21302993595600128 (0.19158754980629258) | > loss_disc_real_2: 0.19436155259609222 (0.20279148745406514) | > loss_disc_real_3: 0.22465936839580536 (0.20668055819031958) | > loss_disc_real_4: 0.19880077242851257 (0.21057446947514688) | > loss_disc_real_5: 0.1829649657011032 (0.2012303072572406) | > loss_0: 2.3483638763427734 (2.2176843356565055) | > grad_norm_0: tensor(62.1247, device='cuda:0') (tensor(61.7386, device='cuda:0')) | > loss_gen: 2.525224208831787 (2.815479502651864) | > loss_kl: 2.0496907234191895 (2.1730986860931933) | > loss_feat: 7.524999141693115 (8.573495486525223) | > loss_mel: 13.540237426757812 (15.14702776403375) | > loss_duration: 1.564839482307434 (1.6087408880067005) | > amp_scaler: 128.0 (128.13989071038247) | > loss_1: 27.204992294311523 (30.317842316757787) | > grad_norm_1: tensor(1292.2371, device='cuda:0') (tensor(1017.3696, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.7929 (0.8444043589420006) | > loader_time: 0.0095 (0.01139757151160734)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2366433143615723 (2.2366433143615723) | > loss_disc_real_0: 0.18944194912910461 (0.18944194912910461) | > loss_disc_real_1: 0.1981702446937561 (0.1981702446937561) | > loss_disc_real_2: 0.1728018969297409 (0.1728018969297409) | > loss_disc_real_3: 0.19715647399425507 (0.19715647399425507) | > loss_disc_real_4: 0.18462884426116943 (0.18462884426116943) | > loss_disc_real_5: 0.1465323269367218 (0.1465323269367218) | > loss_0: 2.2366433143615723 (2.2366433143615723) | > loss_gen: 2.4654829502105713 (2.4654829502105713) | > loss_kl: 1.983005166053772 (1.983005166053772) | > loss_feat: 7.778205394744873 (7.778205394744873) | > loss_mel: 13.403373718261719 (13.403373718261719) | > loss_duration: 1.668407678604126 (1.668407678604126) | > loss_1: 27.29847526550293 (27.29847526550293)  --> STEP: 1 | > loss_disc: 2.2755820751190186 (2.2755820751190186) | > loss_disc_real_0: 0.2195204198360443 (0.2195204198360443) | > loss_disc_real_1: 0.17727519571781158 (0.17727519571781158) | > loss_disc_real_2: 0.18362857401371002 (0.18362857401371002) | > loss_disc_real_3: 0.19364029169082642 (0.19364029169082642) | > loss_disc_real_4: 0.19412438571453094 (0.19412438571453094) | > loss_disc_real_5: 0.20623159408569336 (0.20623159408569336) | > loss_0: 2.2755820751190186 (2.2755820751190186) | > loss_gen: 2.633263349533081 (2.633263349533081) | > loss_kl: 2.133098840713501 (2.133098840713501) | > loss_feat: 8.458971977233887 (8.458971977233887) | > loss_mel: 14.497703552246094 (14.497703552246094) | > loss_duration: 1.6761113405227661 (1.6761113405227661) | > loss_1: 29.39914894104004 (29.39914894104004)  --> STEP: 2 | > loss_disc: 2.3910036087036133 (2.333292841911316) | > loss_disc_real_0: 0.21420691907405853 (0.21686366945505142) | > loss_disc_real_1: 0.19808726012706757 (0.18768122792243958) | > loss_disc_real_2: 0.19921839237213135 (0.19142348319292068) | > loss_disc_real_3: 0.22524912655353546 (0.20944470912218094) | > loss_disc_real_4: 0.18823984265327454 (0.19118211418390274) | > loss_disc_real_5: 0.2002684473991394 (0.20325002074241638) | > loss_0: 2.3910036087036133 (2.333292841911316) | > loss_gen: 2.4742085933685303 (2.5537359714508057) | > loss_kl: 2.0314817428588867 (2.082290291786194) | > loss_feat: 6.924661636352539 (7.691816806793213) | > loss_mel: 13.208097457885742 (13.852900505065918) | > loss_duration: 1.5642718076705933 (1.6201915740966797) | > loss_1: 26.202722549438477 (27.800935745239258)  --> STEP: 3 | > loss_disc: 2.2123372554779053 (2.292974313100179) | > loss_disc_real_0: 0.19735874235630035 (0.21036202708880106) | > loss_disc_real_1: 0.16983388364315033 (0.18173211316267648) | > loss_disc_real_2: 0.17805321514606476 (0.18696672717730203) | > loss_disc_real_3: 0.22268830239772797 (0.21385924021402994) | > loss_disc_real_4: 0.2000254988670349 (0.19412990907828012) | > loss_disc_real_5: 0.17655828595161438 (0.19435277581214905) | > loss_0: 2.2123372554779053 (2.292974313100179) | > loss_gen: 2.6680262088775635 (2.591832717259725) | > loss_kl: 2.1789820194244385 (2.114520867665609) | > loss_feat: 8.142584800720215 (7.84207280476888) | > loss_mel: 14.813897132873535 (14.173232714335123) | > loss_duration: 1.666222333908081 (1.6355351607004802) | > loss_1: 29.469711303710938 (28.357194264729817)  --> STEP: 4 | > loss_disc: 2.3108110427856445 (2.2974334955215454) | > loss_disc_real_0: 0.19268150627613068 (0.20594189688563347) | > loss_disc_real_1: 0.1896568387746811 (0.18371329456567764) | > loss_disc_real_2: 0.17416472733020782 (0.1837662272155285) | > loss_disc_real_3: 0.20429319143295288 (0.21146772801876068) | > loss_disc_real_4: 0.1821230798959732 (0.1911282017827034) | > loss_disc_real_5: 0.20169828832149506 (0.19618915393948555) | > loss_0: 2.3108110427856445 (2.2974334955215454) | > loss_gen: 2.463818311691284 (2.5598291158676147) | > loss_kl: 1.889948844909668 (2.0583778619766235) | > loss_feat: 7.588979244232178 (7.778799414634705) | > loss_mel: 13.759121894836426 (14.06970500946045) | > loss_duration: 1.7580493688583374 (1.6661637127399445) | > loss_1: 27.459915161132812 (28.132874488830566)  --> STEP: 5 | > loss_disc: 2.11740779876709 (2.2614283561706543) | > loss_disc_real_0: 0.12039469182491302 (0.18883245587348937) | > loss_disc_real_1: 0.1455046683549881 (0.17607156932353973) | > loss_disc_real_2: 0.2014234960079193 (0.18729768097400665) | > loss_disc_real_3: 0.2825283706188202 (0.2256798565387726) | > loss_disc_real_4: 0.2611180245876312 (0.20512616634368896) | > loss_disc_real_5: 0.17407475411891937 (0.19176627397537233) | > loss_0: 2.11740779876709 (2.2614283561706543) | > loss_gen: 2.887117862701416 (2.625286865234375) | > loss_kl: 1.9012247323989868 (2.0269472360610963) | > loss_feat: 9.932099342346191 (8.209459400177002) | > loss_mel: 16.430896759033203 (14.541943359375) | > loss_duration: 1.5240633487701416 (1.637743639945984) | > loss_1: 32.6754035949707 (29.041380310058592) --> EVAL PERFORMANCE | > avg_loader_time: 0.15333056449890137 (-0.0013672351837158148) | > avg_loss_disc: 2.2614283561706543 (-0.10159096717834482) | > avg_loss_disc_real_0: 0.18883245587348937 (+0.1094530627131462) | > avg_loss_disc_real_1: 0.17607156932353973 (-0.06968100965023041) | > avg_loss_disc_real_2: 0.18729768097400665 (-0.041443648934364336) | > avg_loss_disc_real_3: 0.2256798565387726 (+0.009704992175102234) | > avg_loss_disc_real_4: 0.20512616634368896 (-0.02514590322971344) | > avg_loss_disc_real_5: 0.19176627397537233 (+0.0024815231561660933) | > avg_loss_0: 2.2614283561706543 (-0.10159096717834482) | > avg_loss_gen: 2.625286865234375 (+0.22401742935180646) | > avg_loss_kl: 2.0269472360610963 (+0.07178592681884766) | > avg_loss_feat: 8.209459400177002 (+1.0698906898498528) | > avg_loss_mel: 14.541943359375 (+1.3604644775390629) | > avg_loss_duration: 1.637743639945984 (+0.012703871726989835) | > avg_loss_1: 29.041380310058592 (+2.738862228393554)  > EPOCH: 79/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 11:43:06)   --> TIME: 2025-02-20 11:43:43 -- STEP: 41/924 -- GLOBAL_STEP: 118900 | > loss_disc: 2.3175740242004395 (2.2217489626349476) | > loss_disc_real_0: 0.10602588951587677 (0.11353647100125872) | > loss_disc_real_1: 0.18362461030483246 (0.1919874105511642) | > loss_disc_real_2: 0.19732145965099335 (0.20246047690147306) | > loss_disc_real_3: 0.20644931495189667 (0.20838150418386225) | > loss_disc_real_4: 0.206437885761261 (0.20995468337361406) | > loss_disc_real_5: 0.20339076220989227 (0.2037781059015088) | > loss_0: 2.3175740242004395 (2.2217489626349476) | > grad_norm_0: tensor(40.2876, device='cuda:0') (tensor(66.3498, device='cuda:0')) | > loss_gen: 2.6687755584716797 (2.8605673952800466) | > loss_kl: 1.9035305976867676 (2.1273298496153297) | > loss_feat: 8.897788047790527 (8.664782419437312) | > loss_mel: 15.589662551879883 (15.223588152629572) | > loss_duration: 1.6141932010650635 (1.6091508341998588) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.6739501953125 (30.48541883142983) | > grad_norm_1: tensor(935.1025, device='cuda:0') (tensor(863.9435, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.849 (0.8464688091743283) | > loader_time: 0.014 (0.010936423045832937)  --> TIME: 2025-02-20 11:44:26 -- STEP: 91/924 -- GLOBAL_STEP: 118950 | > loss_disc: 2.094508171081543 (2.2202671897280357) | > loss_disc_real_0: 0.062135275453329086 (0.11421289663393419) | > loss_disc_real_1: 0.1623266041278839 (0.19168494035909467) | > loss_disc_real_2: 0.18402309715747833 (0.2023441832471679) | > loss_disc_real_3: 0.2094232141971588 (0.20772653703506178) | > loss_disc_real_4: 0.21588879823684692 (0.21085517435938447) | > loss_disc_real_5: 0.20596422255039215 (0.2030822863945594) | > loss_0: 2.094508171081543 (2.2202671897280357) | > grad_norm_0: tensor(38.3350, device='cuda:0') (tensor(65.8512, device='cuda:0')) | > loss_gen: 2.885939836502075 (2.8415054829566033) | > loss_kl: 2.2441985607147217 (2.153869896144658) | > loss_feat: 8.526249885559082 (8.605851037161695) | > loss_mel: 15.569143295288086 (15.179520198277064) | > loss_duration: 1.5944292545318604 (1.6114951817543952) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.819961547851562 (30.392241698044998) | > grad_norm_1: tensor(1304.7509, device='cuda:0') (tensor(936.0585, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.8353 (0.8491455015245375) | > loader_time: 0.0103 (0.011310472593202696)  --> TIME: 2025-02-20 11:45:09 -- STEP: 141/924 -- GLOBAL_STEP: 119000 | > loss_disc: 2.3463244438171387 (2.2424476949881162) | > loss_disc_real_0: 0.14125382900238037 (0.12274151057639021) | > loss_disc_real_1: 0.20124566555023193 (0.19248544641420354) | > loss_disc_real_2: 0.20372886955738068 (0.2024413337732882) | > loss_disc_real_3: 0.24117569625377655 (0.2072027402778044) | > loss_disc_real_4: 0.22150422632694244 (0.21051270763079324) | > loss_disc_real_5: 0.2525098919868469 (0.2054355311478283) | > loss_0: 2.3463244438171387 (2.2424476949881162) | > grad_norm_0: tensor(15.8417, device='cuda:0') (tensor(55.3901, device='cuda:0')) | > loss_gen: 2.686218023300171 (2.781226249451333) | > loss_kl: 2.2897472381591797 (2.159662256849573) | > loss_feat: 7.58962345123291 (8.504096663590024) | > loss_mel: 15.235050201416016 (15.248896855834529) | > loss_duration: 1.5899707078933716 (1.6115239740263485) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.39061164855957 (30.305405948178986) | > grad_norm_1: tensor(736.6669, device='cuda:0') (tensor(842.8961, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.8512 (0.8472172402321024) | > loader_time: 0.0133 (0.011294004764962704) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_119000.pth  --> TIME: 2025-02-20 11:45:55 -- STEP: 191/924 -- GLOBAL_STEP: 119050 | > loss_disc: 2.3330771923065186 (2.24927505398296) | > loss_disc_real_0: 0.11071646958589554 (0.1261281312604225) | > loss_disc_real_1: 0.22714266180992126 (0.19250653028800224) | > loss_disc_real_2: 0.2423413246870041 (0.20363512315363144) | > loss_disc_real_3: 0.21162980794906616 (0.20749205647338745) | > loss_disc_real_4: 0.21439966559410095 (0.2110081608382819) | > loss_disc_real_5: 0.17446503043174744 (0.2036106488155445) | > loss_0: 2.3330771923065186 (2.24927505398296) | > grad_norm_0: tensor(23.4615, device='cuda:0') (tensor(56.3921, device='cuda:0')) | > loss_gen: 2.6767168045043945 (2.78613849834622) | > loss_kl: 2.0136682987213135 (2.161997181582824) | > loss_feat: 7.807762145996094 (8.513898465021747) | > loss_mel: 14.234048843383789 (15.24042831540732) | > loss_duration: 1.5712047815322876 (1.60887313388405) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.303401947021484 (30.311335588624964) | > grad_norm_1: tensor(678.9233, device='cuda:0') (tensor(866.5331, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.8713 (0.8475254118754602) | > loader_time: 0.0121 (0.01125203876595222)  --> TIME: 2025-02-20 11:46:39 -- STEP: 241/924 -- GLOBAL_STEP: 119100 | > loss_disc: 2.2232425212860107 (2.2464194881470863) | > loss_disc_real_0: 0.10265985131263733 (0.127027608346024) | > loss_disc_real_1: 0.22733230888843536 (0.19206697397954237) | > loss_disc_real_2: 0.22389096021652222 (0.20331186847568042) | > loss_disc_real_3: 0.17838378250598907 (0.20728973184878396) | > loss_disc_real_4: 0.17142604291439056 (0.2104381963425157) | > loss_disc_real_5: 0.18242579698562622 (0.2034969768212544) | > loss_0: 2.2232425212860107 (2.2464194881470863) | > grad_norm_0: tensor(37.2476, device='cuda:0') (tensor(56.4774, device='cuda:0')) | > loss_gen: 2.6609532833099365 (2.7796083110002074) | > loss_kl: 1.9386470317840576 (2.1515111077375906) | > loss_feat: 7.803368091583252 (8.495685183655674) | > loss_mel: 13.387901306152344 (15.262602362889966) | > loss_duration: 1.603210210800171 (1.611111520236953) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.394081115722656 (30.300518494918634) | > grad_norm_1: tensor(828.6624, device='cuda:0') (tensor(885.0531, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.8884 (0.8502260995603695) | > loader_time: 0.012 (0.011284756957248034)  --> TIME: 2025-02-20 11:47:22 -- STEP: 291/924 -- GLOBAL_STEP: 119150 | > loss_disc: 2.302229642868042 (2.249068693606712) | > loss_disc_real_0: 0.15290258824825287 (0.12657965448304143) | > loss_disc_real_1: 0.19630858302116394 (0.191982132360288) | > loss_disc_real_2: 0.19253630936145782 (0.2040251399745645) | > loss_disc_real_3: 0.19468460977077484 (0.20726674016808308) | > loss_disc_real_4: 0.2202451080083847 (0.2104738380286291) | > loss_disc_real_5: 0.2083229273557663 (0.2039124209344182) | > loss_0: 2.302229642868042 (2.249068693606712) | > grad_norm_0: tensor(53.3791, device='cuda:0') (tensor(57.4393, device='cuda:0')) | > loss_gen: 2.6219804286956787 (2.7745279208901015) | > loss_kl: 2.0207724571228027 (2.1446772731866193) | > loss_feat: 6.809048652648926 (8.457598251985111) | > loss_mel: 12.463616371154785 (15.200312562005216) | > loss_duration: 1.623823642730713 (1.611676384902901) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.539241790771484 (30.188792356510753) | > grad_norm_1: tensor(1185.7451, device='cuda:0') (tensor(898.8477, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.8262 (0.850087291186618) | > loader_time: 0.0103 (0.01126060780790663)  --> TIME: 2025-02-20 11:48:05 -- STEP: 341/924 -- GLOBAL_STEP: 119200 | > loss_disc: 2.1671783924102783 (2.2446795104186195) | > loss_disc_real_0: 0.14001233875751495 (0.12631818405256956) | > loss_disc_real_1: 0.18168628215789795 (0.1912567607206334) | > loss_disc_real_2: 0.20687980949878693 (0.20375030656014714) | > loss_disc_real_3: 0.19334018230438232 (0.2069649399637825) | > loss_disc_real_4: 0.17061747610569 (0.21045826585236874) | > loss_disc_real_5: 0.18553192913532257 (0.2033922537243611) | > loss_0: 2.1671783924102783 (2.2446795104186195) | > grad_norm_0: tensor(96.7303, device='cuda:0') (tensor(59.3047, device='cuda:0')) | > loss_gen: 2.8189749717712402 (2.7768660878156295) | > loss_kl: 2.160407066345215 (2.147670877294457) | > loss_feat: 9.295628547668457 (8.460737302506077) | > loss_mel: 15.64242935180664 (15.193011046155107) | > loss_duration: 1.5800697803497314 (1.6117526946529268) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.49751091003418 (30.19003799304235) | > grad_norm_1: tensor(1473.5227, device='cuda:0') (tensor(942.1747, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.882 (0.8508155045271619) | > loader_time: 0.01 (0.011329794209723593)  --> TIME: 2025-02-20 11:48:49 -- STEP: 391/924 -- GLOBAL_STEP: 119250 | > loss_disc: 2.1699111461639404 (2.2424229538959004) | > loss_disc_real_0: 0.17665158212184906 (0.12538641371080644) | > loss_disc_real_1: 0.16815787553787231 (0.19117049091612293) | > loss_disc_real_2: 0.16299696266651154 (0.20349634097665165) | > loss_disc_real_3: 0.18048328161239624 (0.20700913252275607) | > loss_disc_real_4: 0.20838706195354462 (0.21032550233556785) | > loss_disc_real_5: 0.2012898176908493 (0.20348646284064367) | > loss_0: 2.1699111461639404 (2.2424229538959004) | > grad_norm_0: tensor(107.7804, device='cuda:0') (tensor(59.9203, device='cuda:0')) | > loss_gen: 2.784640312194824 (2.7774465767014056) | > loss_kl: 2.243480920791626 (2.147786967284844) | > loss_feat: 9.142291069030762 (8.467001540581593) | > loss_mel: 16.020465850830078 (15.176126006923978) | > loss_duration: 1.6306700706481934 (1.612195619231905) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.821550369262695 (30.18055668511354) | > grad_norm_1: tensor(1564.7727, device='cuda:0') (tensor(971.9008, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.8558 (0.8513205600211687) | > loader_time: 0.0108 (0.011297643032220315)  --> TIME: 2025-02-20 11:49:32 -- STEP: 441/924 -- GLOBAL_STEP: 119300 | > loss_disc: 2.3041841983795166 (2.240511949370507) | > loss_disc_real_0: 0.16801123321056366 (0.12464887813544606) | > loss_disc_real_1: 0.20866161584854126 (0.19129388429680655) | > loss_disc_real_2: 0.21616968512535095 (0.2035154026854876) | > loss_disc_real_3: 0.18687817454338074 (0.2067918017540388) | > loss_disc_real_4: 0.18649180233478546 (0.21033862898814698) | > loss_disc_real_5: 0.20602120459079742 (0.20304740029397736) | > loss_0: 2.3041841983795166 (2.240511949370507) | > grad_norm_0: tensor(49.2169, device='cuda:0') (tensor(60.3397, device='cuda:0')) | > loss_gen: 2.837664842605591 (2.7858035050822494) | > loss_kl: 2.1423468589782715 (2.1446459242005473) | > loss_feat: 8.32880687713623 (8.480440400354983) | > loss_mel: 14.723551750183105 (15.184545821884052) | > loss_duration: 1.5868327617645264 (1.6123621569198818) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.619203567504883 (30.20779778789771) | > grad_norm_1: tensor(771.8638, device='cuda:0') (tensor(966.2331, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.8133 (0.8516707182471174) | > loader_time: 0.01 (0.011301944044982491)  --> TIME: 2025-02-20 11:50:16 -- STEP: 491/924 -- GLOBAL_STEP: 119350 | > loss_disc: 2.3123414516448975 (2.2387397966656803) | > loss_disc_real_0: 0.10246040672063828 (0.12422065135630238) | > loss_disc_real_1: 0.19075943529605865 (0.19134986367220796) | > loss_disc_real_2: 0.20715536177158356 (0.20333168171573798) | > loss_disc_real_3: 0.21921809017658234 (0.20683885582717024) | > loss_disc_real_4: 0.219288632273674 (0.20997122597791507) | > loss_disc_real_5: 0.2487073689699173 (0.2031146245430055) | > loss_0: 2.3123414516448975 (2.2387397966656803) | > grad_norm_0: tensor(30.5173, device='cuda:0') (tensor(60.2028, device='cuda:0')) | > loss_gen: 2.611618757247925 (2.782809540113461) | > loss_kl: 2.4347615242004395 (2.1476234877425155) | > loss_feat: 7.804614543914795 (8.464662866534132) | > loss_mel: 14.815113067626953 (15.154086276130132) | > loss_duration: 1.6205565929412842 (1.6121226466600378) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.286663055419922 (30.16130480406969) | > grad_norm_1: tensor(1085.5870, device='cuda:0') (tensor(979.6041, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.8761 (0.852199990492003) | > loader_time: 0.0116 (0.011296630634067011)  --> TIME: 2025-02-20 11:50:59 -- STEP: 541/924 -- GLOBAL_STEP: 119400 | > loss_disc: 2.168046474456787 (2.2376495703311146) | > loss_disc_real_0: 0.05722188577055931 (0.12387618881800043) | > loss_disc_real_1: 0.18286655843257904 (0.19137766191567163) | > loss_disc_real_2: 0.21352620422840118 (0.20340171990685454) | > loss_disc_real_3: 0.2214629352092743 (0.20673581114978745) | > loss_disc_real_4: 0.2068481594324112 (0.20974703113825607) | > loss_disc_real_5: 0.1963556706905365 (0.2032088430223095) | > loss_0: 2.168046474456787 (2.2376495703311146) | > grad_norm_0: tensor(23.2246, device='cuda:0') (tensor(59.3528, device='cuda:0')) | > loss_gen: 2.82686448097229 (2.7835336101694157) | > loss_kl: 2.2312400341033936 (2.152028819769897) | > loss_feat: 8.75572395324707 (8.4761126645171) | > loss_mel: 14.817846298217773 (15.165316646949641) | > loss_duration: 1.64253830909729 (1.6122161960866228) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.274211883544922 (30.189207909067548) | > grad_norm_1: tensor(1002.2167, device='cuda:0') (tensor(974.8973, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.8579 (0.8520318492283001) | > loader_time: 0.0116 (0.011329908688275518)  --> TIME: 2025-02-20 11:51:43 -- STEP: 591/924 -- GLOBAL_STEP: 119450 | > loss_disc: 2.114102840423584 (2.2366254474910994) | > loss_disc_real_0: 0.1081344336271286 (0.12330411996711334) | > loss_disc_real_1: 0.2000911831855774 (0.19128686439264844) | > loss_disc_real_2: 0.19973748922348022 (0.20336229335233033) | > loss_disc_real_3: 0.20376120507717133 (0.20670767219236044) | > loss_disc_real_4: 0.18193960189819336 (0.20986772322311817) | > loss_disc_real_5: 0.1836758255958557 (0.20313199194756454) | > loss_0: 2.114102840423584 (2.2366254474910994) | > grad_norm_0: tensor(59.9800, device='cuda:0') (tensor(58.8726, device='cuda:0')) | > loss_gen: 3.0744709968566895 (2.7828114722585924) | > loss_kl: 1.9236819744110107 (2.1497795608039634) | > loss_feat: 9.63998794555664 (8.480342385732582) | > loss_mel: 16.330379486083984 (15.161199668135538) | > loss_duration: 1.6427855491638184 (1.611998255886201) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.611305236816406 (30.18613132728538) | > grad_norm_1: tensor(1101.0443, device='cuda:0') (tensor(977.6879, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.8546 (0.8526715494049382) | > loader_time: 0.0137 (0.011336732435145753)  --> TIME: 2025-02-20 11:52:27 -- STEP: 641/924 -- GLOBAL_STEP: 119500 | > loss_disc: 2.1550159454345703 (2.235678826776942) | > loss_disc_real_0: 0.07981661707162857 (0.12305110670893506) | > loss_disc_real_1: 0.17566415667533875 (0.19129355058841133) | > loss_disc_real_2: 0.21372191607952118 (0.2033998184894065) | > loss_disc_real_3: 0.19086569547653198 (0.20685273222915826) | > loss_disc_real_4: 0.19421595335006714 (0.20991632465546287) | > loss_disc_real_5: 0.18018721044063568 (0.20290538064217234) | > loss_0: 2.1550159454345703 (2.235678826776942) | > grad_norm_0: tensor(39.2503, device='cuda:0') (tensor(59.7019, device='cuda:0')) | > loss_gen: 2.6746275424957275 (2.786340218438373) | > loss_kl: 2.138592004776001 (2.1530955821601157) | > loss_feat: 8.846766471862793 (8.489252617132273) | > loss_mel: 15.270730972290039 (15.157162990659335) | > loss_duration: 1.6308377981185913 (1.611821602361622) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.561553955078125 (30.19767297337096) | > grad_norm_1: tensor(888.1155, device='cuda:0') (tensor(972.4037, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.8428 (0.8528243018758837) | > loader_time: 0.0109 (0.011344291118675381)  --> TIME: 2025-02-20 11:53:10 -- STEP: 691/924 -- GLOBAL_STEP: 119550 | > loss_disc: 2.3659920692443848 (2.236850190956237) | > loss_disc_real_0: 0.12363266199827194 (0.12332368837251681) | > loss_disc_real_1: 0.1983330249786377 (0.19139523726555085) | > loss_disc_real_2: 0.21123436093330383 (0.20344539193703365) | > loss_disc_real_3: 0.21158240735530853 (0.20703639829728077) | > loss_disc_real_4: 0.23404300212860107 (0.20992418351635742) | > loss_disc_real_5: 0.22179073095321655 (0.20273719137122076) | > loss_0: 2.3659920692443848 (2.236850190956237) | > grad_norm_0: tensor(65.6780, device='cuda:0') (tensor(59.7941, device='cuda:0')) | > loss_gen: 2.5923004150390625 (2.7840862608853016) | > loss_kl: 2.143078565597534 (2.1500537707733174) | > loss_feat: 7.787614822387695 (8.477174560861547) | > loss_mel: 14.443254470825195 (15.14562161993532) | > loss_duration: 1.644550085067749 (1.6114991011391842) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.610797882080078 (30.168435263737237) | > grad_norm_1: tensor(792.5280, device='cuda:0') (tensor(989.8578, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.8694 (0.8529115623744628) | > loader_time: 0.0143 (0.011360849899424489)  --> TIME: 2025-02-20 11:53:54 -- STEP: 741/924 -- GLOBAL_STEP: 119600 | > loss_disc: 2.2120165824890137 (2.2362861974358412) | > loss_disc_real_0: 0.15939055383205414 (0.1235025479896912) | > loss_disc_real_1: 0.18582770228385925 (0.19137478986812817) | > loss_disc_real_2: 0.20743821561336517 (0.20325093536402694) | > loss_disc_real_3: 0.20275919139385223 (0.20687952647727179) | > loss_disc_real_4: 0.23865939676761627 (0.20992566311327227) | > loss_disc_real_5: 0.21199753880500793 (0.20265232376482806) | > loss_0: 2.2120165824890137 (2.2362861974358412) | > grad_norm_0: tensor(67.0421, device='cuda:0') (tensor(60.7833, device='cuda:0')) | > loss_gen: 2.977970600128174 (2.7895814255985965) | > loss_kl: 2.2935760021209717 (2.150484824309304) | > loss_feat: 8.526416778564453 (8.493734175698801) | > loss_mel: 15.419480323791504 (15.164058385429433) | > loss_duration: 1.6627237796783447 (1.6114358076682453) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.88016700744629 (30.209294526361422) | > grad_norm_1: tensor(1258.7009, device='cuda:0') (tensor(989.9403, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.8234 (0.853153296327784) | > loader_time: 0.0101 (0.011353557087310095)  --> TIME: 2025-02-20 11:54:37 -- STEP: 791/924 -- GLOBAL_STEP: 119650 | > loss_disc: 2.1572775840759277 (2.2351875556856586) | > loss_disc_real_0: 0.17485663294792175 (0.12306749473612019) | > loss_disc_real_1: 0.17396776378154755 (0.1913271209345152) | > loss_disc_real_2: 0.2041149139404297 (0.20315358952610893) | > loss_disc_real_3: 0.1909596472978592 (0.20689354053264009) | > loss_disc_real_4: 0.23699414730072021 (0.2099102288296189) | > loss_disc_real_5: 0.19169488549232483 (0.20250289626278256) | > loss_0: 2.1572775840759277 (2.2351875556856586) | > grad_norm_0: tensor(70.4254, device='cuda:0') (tensor(60.4145, device='cuda:0')) | > loss_gen: 2.9646823406219482 (2.789883192812295) | > loss_kl: 1.9243946075439453 (2.1497325042707747) | > loss_feat: 8.512763023376465 (8.494178795482963) | > loss_mel: 15.539995193481445 (15.16325527437116) | > loss_duration: 1.5888041257858276 (1.6118385054821007) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.5306396484375 (30.20888818289929) | > grad_norm_1: tensor(1210.3301, device='cuda:0') (tensor(995.0522, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.8405 (0.853123322148088) | > loader_time: 0.0115 (0.011353859557816115)  --> TIME: 2025-02-20 11:55:20 -- STEP: 841/924 -- GLOBAL_STEP: 119700 | > loss_disc: 2.1573903560638428 (2.2350652501359143) | > loss_disc_real_0: 0.08857171982526779 (0.12316934059193532) | > loss_disc_real_1: 0.23040685057640076 (0.19128531786335198) | > loss_disc_real_2: 0.20176173746585846 (0.20310304541579324) | > loss_disc_real_3: 0.2057694047689438 (0.2069798035726535) | > loss_disc_real_4: 0.20451854169368744 (0.209979712537863) | > loss_disc_real_5: 0.19415345788002014 (0.20264497831658715) | > loss_0: 2.1573903560638428 (2.2350652501359143) | > grad_norm_0: tensor(48.2970, device='cuda:0') (tensor(61.0185, device='cuda:0')) | > loss_gen: 2.747394323348999 (2.7902907916963726) | > loss_kl: 2.0070886611938477 (2.1502788177426777) | > loss_feat: 8.030259132385254 (8.494337558746343) | > loss_mel: 14.656787872314453 (15.16655059093244) | > loss_duration: 1.6459728479385376 (1.6115153958482773) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.08750343322754 (30.21297307417027) | > grad_norm_1: tensor(1071.4310, device='cuda:0') (tensor(1001.4262, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.8442 (0.85222676647971) | > loader_time: 0.0105 (0.011345300039411588)  --> TIME: 2025-02-20 11:56:03 -- STEP: 891/924 -- GLOBAL_STEP: 119750 | > loss_disc: 2.276379346847534 (2.2363626622457966) | > loss_disc_real_0: 0.12989294528961182 (0.12330045601233894) | > loss_disc_real_1: 0.20844359695911407 (0.19113261087909414) | > loss_disc_real_2: 0.18461011350154877 (0.2031040072073171) | > loss_disc_real_3: 0.2161271870136261 (0.2069890007761324) | > loss_disc_real_4: 0.20253342390060425 (0.21017361463253476) | > loss_disc_real_5: 0.21994678676128387 (0.20284360483305489) | > loss_0: 2.276379346847534 (2.2363626622457966) | > grad_norm_0: tensor(68.7542, device='cuda:0') (tensor(60.4586, device='cuda:0')) | > loss_gen: 2.654536485671997 (2.786716964242166) | > loss_kl: 2.2132132053375244 (2.153194948211401) | > loss_feat: 8.080615043640137 (8.491416835891947) | > loss_mel: 15.769635200500488 (15.170641762105168) | > loss_duration: 1.5952107906341553 (1.6113320823202761) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.31321144104004 (30.213302513833266) | > grad_norm_1: tensor(1271.1606, device='cuda:0') (tensor(1010.5292, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.8585 (0.8523046063252973) | > loader_time: 0.0101 (0.011350007169575807)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2524020671844482 (2.2524020671844482) | > loss_disc_real_0: 0.15576039254665375 (0.15576039254665375) | > loss_disc_real_1: 0.18273280560970306 (0.18273280560970306) | > loss_disc_real_2: 0.1980142444372177 (0.1980142444372177) | > loss_disc_real_3: 0.18765664100646973 (0.18765664100646973) | > loss_disc_real_4: 0.20289009809494019 (0.20289009809494019) | > loss_disc_real_5: 0.17886051535606384 (0.17886051535606384) | > loss_0: 2.2524020671844482 (2.2524020671844482) | > loss_gen: 2.389286994934082 (2.389286994934082) | > loss_kl: 1.9267864227294922 (1.9267864227294922) | > loss_feat: 8.415546417236328 (8.415546417236328) | > loss_mel: 15.156933784484863 (15.156933784484863) | > loss_duration: 1.6731674671173096 (1.6731674671173096) | > loss_1: 29.561721801757812 (29.561721801757812)  --> STEP: 1 | > loss_disc: 2.334105968475342 (2.334105968475342) | > loss_disc_real_0: 0.1982865333557129 (0.1982865333557129) | > loss_disc_real_1: 0.1818377822637558 (0.1818377822637558) | > loss_disc_real_2: 0.19465741515159607 (0.19465741515159607) | > loss_disc_real_3: 0.20427082479000092 (0.20427082479000092) | > loss_disc_real_4: 0.21410541236400604 (0.21410541236400604) | > loss_disc_real_5: 0.16914597153663635 (0.16914597153663635) | > loss_0: 2.334105968475342 (2.334105968475342) | > loss_gen: 2.4508819580078125 (2.4508819580078125) | > loss_kl: 2.088740348815918 (2.088740348815918) | > loss_feat: 7.992138862609863 (7.992138862609863) | > loss_mel: 15.161783218383789 (15.161783218383789) | > loss_duration: 1.6832634210586548 (1.6832634210586548) | > loss_1: 29.376808166503906 (29.376808166503906)  --> STEP: 2 | > loss_disc: 2.3919873237609863 (2.363046646118164) | > loss_disc_real_0: 0.19321851432323456 (0.19575252383947372) | > loss_disc_real_1: 0.193068265914917 (0.1874530240893364) | > loss_disc_real_2: 0.19653846323490143 (0.19559793919324875) | > loss_disc_real_3: 0.20625874400138855 (0.20526478439569473) | > loss_disc_real_4: 0.24633049964904785 (0.23021795600652695) | > loss_disc_real_5: 0.19768431782722473 (0.18341514468193054) | > loss_0: 2.3919873237609863 (2.363046646118164) | > loss_gen: 2.349693775177002 (2.4002878665924072) | > loss_kl: 2.2613232135772705 (2.1750317811965942) | > loss_feat: 7.1599225997924805 (7.576030731201172) | > loss_mel: 13.28719425201416 (14.224488735198975) | > loss_duration: 1.5816832780838013 (1.632473349571228) | > loss_1: 26.639816284179688 (28.008312225341797)  --> STEP: 3 | > loss_disc: 2.258246421813965 (2.328113238016764) | > loss_disc_real_0: 0.15752090513706207 (0.18300865093866983) | > loss_disc_real_1: 0.16167081892490387 (0.17885895570119223) | > loss_disc_real_2: 0.1831388622522354 (0.1914449135462443) | > loss_disc_real_3: 0.1920703500509262 (0.20086663961410522) | > loss_disc_real_4: 0.23934686183929443 (0.23326092461744943) | > loss_disc_real_5: 0.20035900175571442 (0.1890630970398585) | > loss_0: 2.258246421813965 (2.328113238016764) | > loss_gen: 2.4809863567352295 (2.427187363306681) | > loss_kl: 2.101006031036377 (2.1503565311431885) | > loss_feat: 8.27780818939209 (7.8099565505981445) | > loss_mel: 15.462835311889648 (14.6372709274292) | > loss_duration: 1.6639444828033447 (1.6429637273152669) | > loss_1: 29.98657989501953 (28.667734781901043)  --> STEP: 4 | > loss_disc: 2.444890022277832 (2.3573074340820312) | > loss_disc_real_0: 0.18431740999221802 (0.18333584070205688) | > loss_disc_real_1: 0.20291030406951904 (0.18487179279327393) | > loss_disc_real_2: 0.232652485370636 (0.20174680650234222) | > loss_disc_real_3: 0.219979390501976 (0.20564482733607292) | > loss_disc_real_4: 0.2597139775753021 (0.2398741878569126) | > loss_disc_real_5: 0.22902631759643555 (0.19905390217900276) | > loss_0: 2.444890022277832 (2.3573074340820312) | > loss_gen: 2.408514976501465 (2.422519266605377) | > loss_kl: 1.8814914226531982 (2.083140254020691) | > loss_feat: 6.21576452255249 (7.411408543586731) | > loss_mel: 13.50544548034668 (14.35431456565857) | > loss_duration: 1.7538949251174927 (1.6706965267658234) | > loss_1: 25.76511001586914 (27.942078590393066)  --> STEP: 5 | > loss_disc: 2.0738275051116943 (2.300611448287964) | > loss_disc_real_0: 0.1496262103319168 (0.17659391462802887) | > loss_disc_real_1: 0.1883113533258438 (0.1855597048997879) | > loss_disc_real_2: 0.20397691428661346 (0.20219282805919647) | > loss_disc_real_3: 0.2964226007461548 (0.2238003820180893) | > loss_disc_real_4: 0.2367745041847229 (0.23925425112247467) | > loss_disc_real_5: 0.11598240584135056 (0.18243960291147232) | > loss_0: 2.0738275051116943 (2.300611448287964) | > loss_gen: 2.8053627014160156 (2.499087953567505) | > loss_kl: 2.259378671646118 (2.1183879375457764) | > loss_feat: 9.079838752746582 (7.745094585418701) | > loss_mel: 16.060632705688477 (14.69557819366455) | > loss_duration: 1.5069231986999512 (1.6379418611526488) | > loss_1: 31.712135314941406 (28.696089935302734) --> EVAL PERFORMANCE | > avg_loader_time: 0.15532732009887695 (+0.001996755599975586) | > avg_loss_disc: 2.300611448287964 (+0.03918309211730975) | > avg_loss_disc_real_0: 0.17659391462802887 (-0.012238541245460505) | > avg_loss_disc_real_1: 0.1855597048997879 (+0.009488135576248169) | > avg_loss_disc_real_2: 0.20219282805919647 (+0.014895147085189825) | > avg_loss_disc_real_3: 0.2238003820180893 (-0.0018794745206832941) | > avg_loss_disc_real_4: 0.23925425112247467 (+0.034128084778785706) | > avg_loss_disc_real_5: 0.18243960291147232 (-0.009326671063900005) | > avg_loss_0: 2.300611448287964 (+0.03918309211730975) | > avg_loss_gen: 2.499087953567505 (-0.12619891166687003) | > avg_loss_kl: 2.1183879375457764 (+0.09144070148468009) | > avg_loss_feat: 7.745094585418701 (-0.4643648147583006) | > avg_loss_mel: 14.69557819366455 (+0.15363483428954972) | > avg_loss_duration: 1.6379418611526488 (+0.00019822120666490584) | > avg_loss_1: 28.696089935302734 (-0.34529037475585866)  > EPOCH: 80/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 11:56:40)   --> TIME: 2025-02-20 11:56:56 -- STEP: 17/924 -- GLOBAL_STEP: 119800 | > loss_disc: 2.2594733238220215 (2.2692759037017822) | > loss_disc_real_0: 0.12099292874336243 (0.12103060983559664) | > loss_disc_real_1: 0.19796988368034363 (0.19470794235958772) | > loss_disc_real_2: 0.21511483192443848 (0.20384881075690775) | > loss_disc_real_3: 0.20584695041179657 (0.21505692075280583) | > loss_disc_real_4: 0.2237158566713333 (0.2125488817691803) | > loss_disc_real_5: 0.2218194603919983 (0.20728500012089224) | > loss_0: 2.2594733238220215 (2.2692759037017822) | > grad_norm_0: tensor(41.2439, device='cuda:0') (tensor(53.2200, device='cuda:0')) | > loss_gen: 2.5833497047424316 (2.723926446017097) | > loss_kl: 2.0046067237854004 (2.163106006734511) | > loss_feat: 7.263491630554199 (8.091024707345401) | > loss_mel: 13.944024085998535 (14.751854784348431) | > loss_duration: 1.6314351558685303 (1.5985587695065666) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.426908493041992 (29.328470678890454) | > grad_norm_1: tensor(1004.3420, device='cuda:0') (tensor(932.3425, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.8367 (0.8471347724690157) | > loader_time: 0.0098 (0.010087770574233112)  --> TIME: 2025-02-20 11:57:40 -- STEP: 67/924 -- GLOBAL_STEP: 119850 | > loss_disc: 2.35042142868042 (2.240773944712397) | > loss_disc_real_0: 0.08017323166131973 (0.12175095998751584) | > loss_disc_real_1: 0.19256912171840668 (0.19048410831992305) | > loss_disc_real_2: 0.1709064543247223 (0.2026467485659158) | > loss_disc_real_3: 0.20635634660720825 (0.20946002162214536) | > loss_disc_real_4: 0.22424104809761047 (0.21213155695751532) | > loss_disc_real_5: 0.17047488689422607 (0.20601210554144275) | > loss_0: 2.35042142868042 (2.240773944712397) | > grad_norm_0: tensor(37.3079, device='cuda:0') (tensor(55.3558, device='cuda:0')) | > loss_gen: 2.3795785903930664 (2.7800314711101017) | > loss_kl: 2.146756887435913 (2.2038303115474642) | > loss_feat: 8.106401443481445 (8.416543120768534) | > loss_mel: 15.467364311218262 (15.017984162515669) | > loss_duration: 1.616300344467163 (1.609265503598683) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.716402053833008 (30.02765447701981) | > grad_norm_1: tensor(835.5201, device='cuda:0') (tensor(961.5728, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.8475 (0.8472963304661992) | > loader_time: 0.0108 (0.011035164790367015)  --> TIME: 2025-02-20 11:58:22 -- STEP: 117/924 -- GLOBAL_STEP: 119900 | > loss_disc: 2.2736175060272217 (2.2277571971599874) | > loss_disc_real_0: 0.11299683153629303 (0.11756324013456321) | > loss_disc_real_1: 0.22481435537338257 (0.1911537002803933) | > loss_disc_real_2: 0.2165738046169281 (0.2031040955812503) | > loss_disc_real_3: 0.23870135843753815 (0.20650561739746323) | > loss_disc_real_4: 0.24920812249183655 (0.21089577674865723) | > loss_disc_real_5: 0.20371557772159576 (0.20476596031942937) | > loss_0: 2.2736175060272217 (2.2277571971599874) | > grad_norm_0: tensor(23.9759, device='cuda:0') (tensor(54.0011, device='cuda:0')) | > loss_gen: 2.7664883136749268 (2.7871199550791674) | > loss_kl: 2.0101478099823 (2.1759940589595046) | > loss_feat: 7.312850475311279 (8.486504599579376) | > loss_mel: 13.094666481018066 (15.129630806099655) | > loss_duration: 1.6176831722259521 (1.611083406668443) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.801836013793945 (30.190332787668602) | > grad_norm_1: tensor(752.3154, device='cuda:0') (tensor(992.5612, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.8021 (0.8452088629078661) | > loader_time: 0.0099 (0.011247757153633315)  --> TIME: 2025-02-20 11:59:06 -- STEP: 167/924 -- GLOBAL_STEP: 119950 | > loss_disc: 2.1896157264709473 (2.229749745237614) | > loss_disc_real_0: 0.28152239322662354 (0.11900556872704786) | > loss_disc_real_1: 0.18363609910011292 (0.19081982738243614) | > loss_disc_real_2: 0.18039706349372864 (0.2024733420617566) | > loss_disc_real_3: 0.24454446136951447 (0.20726004840728052) | > loss_disc_real_4: 0.21204964816570282 (0.21107700502801094) | > loss_disc_real_5: 0.21403317153453827 (0.2042139100278923) | > loss_0: 2.1896157264709473 (2.229749745237614) | > grad_norm_0: tensor(115.1576, device='cuda:0') (tensor(55.1743, device='cuda:0')) | > loss_gen: 3.233750104904175 (2.788038664949154) | > loss_kl: 2.167837619781494 (2.171486491928558) | > loss_feat: 9.453439712524414 (8.48611891912129) | > loss_mel: 16.170366287231445 (15.118370250313582) | > loss_duration: 1.5627784729003906 (1.6103697986659888) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.588172912597656 (30.174384054309595) | > grad_norm_1: tensor(883.9772, device='cuda:0') (tensor(1011.7300, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.8398 (0.8466889115864645) | > loader_time: 0.012 (0.011335240152781593)  --> TIME: 2025-02-20 11:59:50 -- STEP: 217/924 -- GLOBAL_STEP: 120000 | > loss_disc: 2.179659843444824 (2.2311679481910685) | > loss_disc_real_0: 0.12221646308898926 (0.11897041688110971) | > loss_disc_real_1: 0.1875627040863037 (0.1901890270858317) | > loss_disc_real_2: 0.16815894842147827 (0.20224002752161246) | > loss_disc_real_3: 0.21266566216945648 (0.2073518512985124) | > loss_disc_real_4: 0.23607565462589264 (0.21095133500714464) | > loss_disc_real_5: 0.20181919634342194 (0.20469092155381832) | > loss_0: 2.179659843444824 (2.2311679481910685) | > grad_norm_0: tensor(58.8025, device='cuda:0') (tensor(55.1842, device='cuda:0')) | > loss_gen: 2.7269279956817627 (2.79093123251392) | > loss_kl: 2.133434295654297 (2.180474224178474) | > loss_feat: 8.257353782653809 (8.499112709326685) | > loss_mel: 15.154258728027344 (15.130914209075787) | > loss_duration: 1.594123363494873 (1.6092864829823719) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.866100311279297 (30.21071884049798) | > grad_norm_1: tensor(1382.0293, device='cuda:0') (tensor(985.5260, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.8647 (0.8500249880250148) | > loader_time: 0.0113 (0.01129415727430774) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_120000.pth  --> TIME: 2025-02-20 12:00:35 -- STEP: 267/924 -- GLOBAL_STEP: 120050 | > loss_disc: 2.334846019744873 (2.236053976673314) | > loss_disc_real_0: 0.12322667986154556 (0.11956682236174519) | > loss_disc_real_1: 0.18636667728424072 (0.19114358003219867) | > loss_disc_real_2: 0.21859316527843475 (0.2030945115544823) | > loss_disc_real_3: 0.21019098162651062 (0.2079148566008507) | > loss_disc_real_4: 0.21951794624328613 (0.2107390909270848) | > loss_disc_real_5: 0.23272819817066193 (0.20465095743034664) | > loss_0: 2.334846019744873 (2.236053976673314) | > grad_norm_0: tensor(47.5428, device='cuda:0') (tensor(57.0243, device='cuda:0')) | > loss_gen: 2.541591167449951 (2.7854582200782576) | > loss_kl: 1.971176028251648 (2.173109376028684) | > loss_feat: 6.771930694580078 (8.466256816735433) | > loss_mel: 12.415726661682129 (15.08259731821353) | > loss_duration: 1.6146632432937622 (1.6110127610660225) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.315088272094727 (30.118434455957306) | > grad_norm_1: tensor(1058.6821, device='cuda:0') (tensor(999.0416, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.8572 (0.8501706087633911) | > loader_time: 0.0115 (0.01132034273183301)  --> TIME: 2025-02-20 12:01:19 -- STEP: 317/924 -- GLOBAL_STEP: 120100 | > loss_disc: 2.343228816986084 (2.2355590351748553) | > loss_disc_real_0: 0.23613400757312775 (0.12124644238678063) | > loss_disc_real_1: 0.1671951562166214 (0.19086369914399348) | > loss_disc_real_2: 0.17906586825847626 (0.2032077266402802) | > loss_disc_real_3: 0.19695088267326355 (0.20736904902977155) | > loss_disc_real_4: 0.20091158151626587 (0.210612317788112) | > loss_disc_real_5: 0.20587347447872162 (0.20356341378545917) | > loss_0: 2.343228816986084 (2.2355590351748553) | > grad_norm_0: tensor(77.3607, device='cuda:0') (tensor(58.6973, device='cuda:0')) | > loss_gen: 2.684309959411621 (2.794810406417124) | > loss_kl: 2.1137218475341797 (2.172542051562002) | > loss_feat: 7.686406135559082 (8.479623579452474) | > loss_mel: 13.415253639221191 (15.09838677054324) | > loss_duration: 1.6083650588989258 (1.6104726757536931) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.508056640625 (30.155835485608797) | > grad_norm_1: tensor(536.5112, device='cuda:0') (tensor(976.3239, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.8309 (0.8508768089186132) | > loader_time: 0.0108 (0.011336708670534922)  --> TIME: 2025-02-20 12:02:02 -- STEP: 367/924 -- GLOBAL_STEP: 120150 | > loss_disc: 2.2993831634521484 (2.2335628660888056) | > loss_disc_real_0: 0.13609492778778076 (0.12108633741330385) | > loss_disc_real_1: 0.1510300189256668 (0.19068747600515148) | > loss_disc_real_2: 0.19121402502059937 (0.20318754744139947) | > loss_disc_real_3: 0.20559974014759064 (0.20670940822411632) | > loss_disc_real_4: 0.20241650938987732 (0.21044894890499372) | > loss_disc_real_5: 0.21729367971420288 (0.2034301682291629) | > loss_0: 2.2993831634521484 (2.2335628660888056) | > grad_norm_0: tensor(44.7771, device='cuda:0') (tensor(56.6656, device='cuda:0')) | > loss_gen: 2.666855812072754 (2.7870439242277207) | > loss_kl: 2.280550003051758 (2.176710046604481) | > loss_feat: 8.155784606933594 (8.461623785606209) | > loss_mel: 15.258922576904297 (15.083424271939561) | > loss_duration: 1.5681984424591064 (1.6101070064290022) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.930313110351562 (30.118909061442277) | > grad_norm_1: tensor(1538.8866, device='cuda:0') (tensor(976.0862, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.8575 (0.8517957942037558) | > loader_time: 0.0108 (0.011335287172073237)  --> TIME: 2025-02-20 12:02:46 -- STEP: 417/924 -- GLOBAL_STEP: 120200 | > loss_disc: 2.3413243293762207 (2.235051673379162) | > loss_disc_real_0: 0.07964877039194107 (0.12180260580470807) | > loss_disc_real_1: 0.16558389365673065 (0.1910131115207284) | > loss_disc_real_2: 0.22073766589164734 (0.20297947661768054) | > loss_disc_real_3: 0.18149232864379883 (0.20678083080467852) | > loss_disc_real_4: 0.2187100201845169 (0.2105524276586459) | > loss_disc_real_5: 0.19135619699954987 (0.20319013930053165) | > loss_0: 2.3413243293762207 (2.235051673379162) | > grad_norm_0: tensor(59.0531, device='cuda:0') (tensor(57.4180, device='cuda:0')) | > loss_gen: 2.517263889312744 (2.7861733899699686) | > loss_kl: 2.187494993209839 (2.1803673231344427) | > loss_feat: 7.285058975219727 (8.4612651877552) | > loss_mel: 13.373101234436035 (15.102636657458701) | > loss_duration: 1.602564811706543 (1.6099025051084928) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.965484619140625 (30.140345104592594) | > grad_norm_1: tensor(1253.7371, device='cuda:0') (tensor(980.5102, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.8309 (0.8521214966579594) | > loader_time: 0.0126 (0.011391030798713078)  --> TIME: 2025-02-20 12:03:30 -- STEP: 467/924 -- GLOBAL_STEP: 120250 | > loss_disc: 1.9915390014648438 (2.2325754489837433) | > loss_disc_real_0: 0.039200037717819214 (0.12113779453796034) | > loss_disc_real_1: 0.18803609907627106 (0.19101839089802047) | > loss_disc_real_2: 0.25836580991744995 (0.20306680069107577) | > loss_disc_real_3: 0.14922885596752167 (0.20658273162116847) | > loss_disc_real_4: 0.1850254237651825 (0.21069902433700682) | > loss_disc_real_5: 0.2103881686925888 (0.20303610895762356) | > loss_0: 1.9915390014648438 (2.2325754489837433) | > grad_norm_0: tensor(23.5796, device='cuda:0') (tensor(56.5015, device='cuda:0')) | > loss_gen: 3.007547378540039 (2.787181349842144) | > loss_kl: 2.3351407051086426 (2.178059063070081) | > loss_feat: 9.862268447875977 (8.474610906596872) | > loss_mel: 16.43083381652832 (15.116820323135409) | > loss_duration: 1.5953819751739502 (1.6101821002408834) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.231170654296875 (30.166853776069985) | > grad_norm_1: tensor(845.2357, device='cuda:0') (tensor(977.2841, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.8451 (0.8531622845815133) | > loader_time: 0.0146 (0.011421190849974016)  --> TIME: 2025-02-20 12:04:13 -- STEP: 517/924 -- GLOBAL_STEP: 120300 | > loss_disc: 2.1783463954925537 (2.2298028648937245) | > loss_disc_real_0: 0.17431259155273438 (0.12059740851159483) | > loss_disc_real_1: 0.1797037422657013 (0.1907682544776965) | > loss_disc_real_2: 0.18431027233600616 (0.20297419140025316) | > loss_disc_real_3: 0.18044281005859375 (0.20639217041101407) | > loss_disc_real_4: 0.1996411681175232 (0.21061039821206945) | > loss_disc_real_5: 0.16081000864505768 (0.20244843116466038) | > loss_0: 2.1783463954925537 (2.2298028648937245) | > grad_norm_0: tensor(63.5011, device='cuda:0') (tensor(56.6294, device='cuda:0')) | > loss_gen: 2.8613388538360596 (2.790343652149694) | > loss_kl: 2.4032647609710693 (2.177067134550969) | > loss_feat: 8.54774284362793 (8.486230163094618) | > loss_mel: 15.455727577209473 (15.125965090738736) | > loss_duration: 1.608579158782959 (1.6101469087416247) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.87665367126465 (30.189752958729372) | > grad_norm_1: tensor(1121.2982, device='cuda:0') (tensor(982.9901, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.8513 (0.8530967669053512) | > loader_time: 0.0111 (0.011414391390359607)  --> TIME: 2025-02-20 12:04:57 -- STEP: 567/924 -- GLOBAL_STEP: 120350 | > loss_disc: 2.3117783069610596 (2.2279103220665486) | > loss_disc_real_0: 0.06365042924880981 (0.12015759757008712) | > loss_disc_real_1: 0.19032545387744904 (0.19058278681319443) | > loss_disc_real_2: 0.19745653867721558 (0.20285200922892838) | > loss_disc_real_3: 0.22361665964126587 (0.2063342400118578) | > loss_disc_real_4: 0.22537179291248322 (0.2104434398063696) | > loss_disc_real_5: 0.20201373100280762 (0.20233108870671965) | > loss_0: 2.3117783069610596 (2.2279103220665486) | > grad_norm_0: tensor(65.4831, device='cuda:0') (tensor(56.9059, device='cuda:0')) | > loss_gen: 2.820563316345215 (2.7920369807584775) | > loss_kl: 2.2751576900482178 (2.17100339234401) | > loss_feat: 8.232810020446777 (8.489993892649492) | > loss_mel: 16.770357131958008 (15.130304684714666) | > loss_duration: 1.6031533479690552 (1.610324603119435) | > amp_scaler: 128.0 (128.22574955908289) | > loss_1: 31.702041625976562 (30.193663558421733) | > grad_norm_1: tensor(1292.1862, device='cuda:0') (tensor(987.3400, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.8735 (0.8533991152647311) | > loader_time: 0.0116 (0.011424899311502987)  --> TIME: 2025-02-20 12:05:40 -- STEP: 617/924 -- GLOBAL_STEP: 120400 | > loss_disc: 2.280247211456299 (2.2297438951133715) | > loss_disc_real_0: 0.1112208440899849 (0.1207445933448824) | > loss_disc_real_1: 0.18924939632415771 (0.19061480655759053) | > loss_disc_real_2: 0.17968830466270447 (0.2029093393582) | > loss_disc_real_3: 0.1898089051246643 (0.20640249026266072) | > loss_disc_real_4: 0.2120928317308426 (0.21043668948174288) | > loss_disc_real_5: 0.21849113702774048 (0.20251668682940777) | > loss_0: 2.280247211456299 (2.2297438951133715) | > grad_norm_0: tensor(40.2021, device='cuda:0') (tensor(56.8048, device='cuda:0')) | > loss_gen: 2.709623098373413 (2.792082960447189) | > loss_kl: 2.015665054321289 (2.169520036134766) | > loss_feat: 8.288742065429688 (8.49161274892971) | > loss_mel: 16.351877212524414 (15.140025265599379) | > loss_duration: 1.6417227983474731 (1.6101930054505402) | > amp_scaler: 128.0 (128.20745542949754) | > loss_1: 31.007631301879883 (30.203434030665765) | > grad_norm_1: tensor(1273.8353, device='cuda:0') (tensor(985.4314, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.8681 (0.8532499629442657) | > loader_time: 0.0115 (0.011410592247639913)  --> TIME: 2025-02-20 12:06:24 -- STEP: 667/924 -- GLOBAL_STEP: 120450 | > loss_disc: 2.1731386184692383 (2.2277266895216985) | > loss_disc_real_0: 0.10013436526060104 (0.12004538016698171) | > loss_disc_real_1: 0.17711134254932404 (0.19059541182539463) | > loss_disc_real_2: 0.17189230024814606 (0.20260013930354345) | > loss_disc_real_3: 0.20344193279743195 (0.2064650274109448) | > loss_disc_real_4: 0.21231122314929962 (0.21049108848847004) | > loss_disc_real_5: 0.23282937705516815 (0.20213307400067887) | > loss_0: 2.1731386184692383 (2.2277266895216985) | > grad_norm_0: tensor(62.7643, device='cuda:0') (tensor(57.0003, device='cuda:0')) | > loss_gen: 2.8849401473999023 (2.7948483119661454) | > loss_kl: 2.1293528079986572 (2.167812772597866) | > loss_feat: 8.172497749328613 (8.502888786739138) | > loss_mel: 14.61716079711914 (15.135116672944807) | > loss_duration: 1.5956392288208008 (1.6099480503145187) | > amp_scaler: 128.0 (128.19190404797598) | > loss_1: 29.39958953857422 (30.210614611898762) | > grad_norm_1: tensor(1095.3470, device='cuda:0') (tensor(993.2372, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.8186 (0.8534277236086317) | > loader_time: 0.0096 (0.01139784538406304)  --> TIME: 2025-02-20 12:07:08 -- STEP: 717/924 -- GLOBAL_STEP: 120500 | > loss_disc: 2.004612922668457 (2.2265874240521435) | > loss_disc_real_0: 0.0871625542640686 (0.11965239355067828) | > loss_disc_real_1: 0.1778741180896759 (0.19067890586713376) | > loss_disc_real_2: 0.18471917510032654 (0.2027035290933886) | > loss_disc_real_3: 0.19880931079387665 (0.20616837849676867) | > loss_disc_real_4: 0.20271147787570953 (0.21046823298498835) | > loss_disc_real_5: 0.18474486470222473 (0.2019416980829864) | > loss_0: 2.004612922668457 (2.2265874240521435) | > grad_norm_0: tensor(53.6850, device='cuda:0') (tensor(57.8908, device='cuda:0')) | > loss_gen: 3.1746628284454346 (2.798517171309082) | > loss_kl: 2.254528522491455 (2.1653341186262742) | > loss_feat: 9.637115478515625 (8.514357171796856) | > loss_mel: 16.684738159179688 (15.164445664260843) | > loss_duration: 1.6225969791412354 (1.6099447567260083) | > amp_scaler: 128.0 (128.17852161785217) | > loss_1: 33.37364196777344 (30.252598912812342) | > grad_norm_1: tensor(778.7614, device='cuda:0') (tensor(988.9891, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.8717 (0.853564468886563) | > loader_time: 0.0149 (0.011432131297751289)  --> TIME: 2025-02-20 12:07:51 -- STEP: 767/924 -- GLOBAL_STEP: 120550 | > loss_disc: 2.2958359718322754 (2.2246205592248716) | > loss_disc_real_0: 0.15481513738632202 (0.11908765091540138) | > loss_disc_real_1: 0.19202303886413574 (0.19053591982093604) | > loss_disc_real_2: 0.1958480030298233 (0.202638066926245) | > loss_disc_real_3: 0.1794165074825287 (0.20621635229599997) | > loss_disc_real_4: 0.20738963782787323 (0.21039775903719182) | > loss_disc_real_5: 0.1652035415172577 (0.2018082942303654) | > loss_0: 2.2958359718322754 (2.2246205592248716) | > grad_norm_0: tensor(57.5857, device='cuda:0') (tensor(57.8196, device='cuda:0')) | > loss_gen: 2.569129467010498 (2.800429214865472) | > loss_kl: 1.9590950012207031 (2.164339118706358) | > loss_feat: 7.991705894470215 (8.527570083523665) | > loss_mel: 15.628133773803711 (15.181681384319122) | > loss_duration: 1.5900503396987915 (1.610124459167192) | > amp_scaler: 128.0 (128.1668839634941) | > loss_1: 29.738113403320312 (30.28414428342896) | > grad_norm_1: tensor(764.2756, device='cuda:0') (tensor(989.8800, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.8435 (0.8540665142850118) | > loader_time: 0.0104 (0.01142450386107046)  --> TIME: 2025-02-20 12:08:35 -- STEP: 817/924 -- GLOBAL_STEP: 120600 | > loss_disc: 2.2957606315612793 (2.224947021815885) | > loss_disc_real_0: 0.11392004042863846 (0.1191729430423883) | > loss_disc_real_1: 0.1930287629365921 (0.1906787706596032) | > loss_disc_real_2: 0.22629787027835846 (0.20266361582016568) | > loss_disc_real_3: 0.21669091284275055 (0.20619268571294513) | > loss_disc_real_4: 0.188163161277771 (0.21026565096223654) | > loss_disc_real_5: 0.2134661078453064 (0.20163431367865392) | > loss_0: 2.2957606315612793 (2.224947021815885) | > grad_norm_0: tensor(11.4613, device='cuda:0') (tensor(58.2101, device='cuda:0')) | > loss_gen: 2.779254674911499 (2.8021815228783202) | > loss_kl: 1.9849355220794678 (2.165963008470899) | > loss_feat: 8.586824417114258 (8.529033609527998) | > loss_mel: 16.27967643737793 (15.187685004646367) | > loss_duration: 1.5940353870391846 (1.6100477181566535) | > amp_scaler: 128.0 (128.15667074663398) | > loss_1: 31.224727630615234 (30.294910867473924) | > grad_norm_1: tensor(861.9693, device='cuda:0') (tensor(985.4481, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.8609 (0.8546496744984659) | > loader_time: 0.0106 (0.011422226449413141)  --> TIME: 2025-02-20 12:09:19 -- STEP: 867/924 -- GLOBAL_STEP: 120650 | > loss_disc: 2.3960769176483154 (2.224538777526276) | > loss_disc_real_0: 0.30863404273986816 (0.1197797082527836) | > loss_disc_real_1: 0.17201323807239532 (0.19063115329615943) | > loss_disc_real_2: 0.20978230237960815 (0.20275394171648237) | > loss_disc_real_3: 0.2169785499572754 (0.2061207048689481) | > loss_disc_real_4: 0.21704290807247162 (0.21016866656185704) | > loss_disc_real_5: 0.20453131198883057 (0.20148511837647998) | > loss_0: 2.3960769176483154 (2.224538777526276) | > grad_norm_0: tensor(94.2855, device='cuda:0') (tensor(58.3727, device='cuda:0')) | > loss_gen: 2.9158928394317627 (2.8028420271757954) | > loss_kl: 2.2002334594726562 (2.165927105846428) | > loss_feat: 8.596183776855469 (8.536720911111797) | > loss_mel: 15.58636474609375 (15.19335785484094) | > loss_duration: 1.5852738618850708 (1.6100546470837884) | > amp_scaler: 128.0 (128.14763552479806) | > loss_1: 30.883949279785156 (30.308902551283612) | > grad_norm_1: tensor(761.8792, device='cuda:0') (tensor(983.9230, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.8629 (0.8544413922429772) | > loader_time: 0.0111 (0.01141699705156901)  --> TIME: 2025-02-20 12:10:02 -- STEP: 917/924 -- GLOBAL_STEP: 120700 | > loss_disc: 2.1542162895202637 (2.2265326256580424) | > loss_disc_real_0: 0.09899599850177765 (0.12013297352529534) | > loss_disc_real_1: 0.20407550036907196 (0.19082844788726575) | > loss_disc_real_2: 0.21301929652690887 (0.20295198435611791) | > loss_disc_real_3: 0.2148849368095398 (0.20605329111332207) | > loss_disc_real_4: 0.21685032546520233 (0.21016035543403286) | > loss_disc_real_5: 0.2307385951280594 (0.20190951541764915) | > loss_0: 2.1542162895202637 (2.2265326256580424) | > grad_norm_0: tensor(41.7477, device='cuda:0') (tensor(57.9377, device='cuda:0')) | > loss_gen: 2.9896488189697266 (2.798205028833452) | > loss_kl: 2.0752272605895996 (2.166548293185471) | > loss_feat: 8.878716468811035 (8.52829408541631) | > loss_mel: 15.810883522033691 (15.205139989031311) | > loss_duration: 1.6200203895568848 (1.6097305503510337) | > amp_scaler: 128.0 (128.13958560523443) | > loss_1: 31.374496459960938 (30.307917941227604) | > grad_norm_1: tensor(866.1965, device='cuda:0') (tensor(978.9443, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.8528 (0.8540979794093541) | > loader_time: 0.0111 (0.011371683008408212)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4257194995880127 (2.4257194995880127) | > loss_disc_real_0: 0.22972141206264496 (0.22972141206264496) | > loss_disc_real_1: 0.2411077320575714 (0.2411077320575714) | > loss_disc_real_2: 0.22522781789302826 (0.22522781789302826) | > loss_disc_real_3: 0.20489339530467987 (0.20489339530467987) | > loss_disc_real_4: 0.21509720385074615 (0.21509720385074615) | > loss_disc_real_5: 0.20198960602283478 (0.20198960602283478) | > loss_0: 2.4257194995880127 (2.4257194995880127) | > loss_gen: 2.460653305053711 (2.460653305053711) | > loss_kl: 2.154036521911621 (2.154036521911621) | > loss_feat: 6.531047821044922 (6.531047821044922) | > loss_mel: 12.700773239135742 (12.700773239135742) | > loss_duration: 1.6688754558563232 (1.6688754558563232) | > loss_1: 25.515384674072266 (25.515384674072266)  --> STEP: 1 | > loss_disc: 2.4496474266052246 (2.4496474266052246) | > loss_disc_real_0: 0.22892361879348755 (0.22892361879348755) | > loss_disc_real_1: 0.2195020616054535 (0.2195020616054535) | > loss_disc_real_2: 0.22524191439151764 (0.22524191439151764) | > loss_disc_real_3: 0.20787778496742249 (0.20787778496742249) | > loss_disc_real_4: 0.20783528685569763 (0.20783528685569763) | > loss_disc_real_5: 0.2374817430973053 (0.2374817430973053) | > loss_0: 2.4496474266052246 (2.4496474266052246) | > loss_gen: 2.4831244945526123 (2.4831244945526123) | > loss_kl: 2.0777976512908936 (2.0777976512908936) | > loss_feat: 7.239128589630127 (7.239128589630127) | > loss_mel: 13.783390998840332 (13.783390998840332) | > loss_duration: 1.6817325353622437 (1.6817325353622437) | > loss_1: 27.265172958374023 (27.265172958374023)  --> STEP: 2 | > loss_disc: 2.5443661212921143 (2.4970067739486694) | > loss_disc_real_0: 0.28166529536247253 (0.25529445707798004) | > loss_disc_real_1: 0.21348771452903748 (0.21649488806724548) | > loss_disc_real_2: 0.22700388729572296 (0.2261229008436203) | > loss_disc_real_3: 0.2134353667497635 (0.210656575858593) | > loss_disc_real_4: 0.1996893435716629 (0.20376231521368027) | > loss_disc_real_5: 0.24838630855083466 (0.24293402582406998) | > loss_0: 2.5443661212921143 (2.4970067739486694) | > loss_gen: 2.4086666107177734 (2.445895552635193) | > loss_kl: 2.0458285808563232 (2.0618131160736084) | > loss_feat: 6.810878753662109 (7.025003671646118) | > loss_mel: 13.835817337036133 (13.809604167938232) | > loss_duration: 1.594075083732605 (1.6379038095474243) | > loss_1: 26.69526481628418 (26.9802188873291)  --> STEP: 3 | > loss_disc: 2.367995500564575 (2.454003016153971) | > loss_disc_real_0: 0.2321356236934662 (0.24757484594980875) | > loss_disc_real_1: 0.2287595272064209 (0.2205831011136373) | > loss_disc_real_2: 0.2313539683818817 (0.22786659002304077) | > loss_disc_real_3: 0.22891971468925476 (0.2167442888021469) | > loss_disc_real_4: 0.18862797319889069 (0.19871753454208374) | > loss_disc_real_5: 0.21829724311828613 (0.23472176492214203) | > loss_0: 2.367995500564575 (2.454003016153971) | > loss_gen: 2.627474784851074 (2.50642196337382) | > loss_kl: 2.0889878273010254 (2.070871353149414) | > loss_feat: 7.278990745544434 (7.109666029612224) | > loss_mel: 14.636125564575195 (14.085111300150553) | > loss_duration: 1.6552820205688477 (1.6436965465545654) | > loss_1: 28.286861419677734 (27.41576639811198)  --> STEP: 4 | > loss_disc: 2.5173192024230957 (2.4698320627212524) | > loss_disc_real_0: 0.24873098731040955 (0.24786388128995895) | > loss_disc_real_1: 0.23790712654590607 (0.22491410747170448) | > loss_disc_real_2: 0.23624205589294434 (0.22996045649051666) | > loss_disc_real_3: 0.2236311137676239 (0.21846599504351616) | > loss_disc_real_4: 0.22625669836997986 (0.20560232549905777) | > loss_disc_real_5: 0.22709625959396362 (0.23281538859009743) | > loss_0: 2.5173192024230957 (2.4698320627212524) | > loss_gen: 2.517457962036133 (2.509180963039398) | > loss_kl: 2.1242175102233887 (2.0842078924179077) | > loss_feat: 6.901656627655029 (7.057663679122925) | > loss_mel: 14.152822494506836 (14.102039098739624) | > loss_duration: 1.7573121786117554 (1.672100454568863) | > loss_1: 27.453466415405273 (27.425191402435303)  --> STEP: 5 | > loss_disc: 2.249255895614624 (2.425716829299927) | > loss_disc_real_0: 0.16631296277046204 (0.23155369758605956) | > loss_disc_real_1: 0.2180866301059723 (0.22354861199855805) | > loss_disc_real_2: 0.20325875282287598 (0.22462011575698854) | > loss_disc_real_3: 0.1696406453847885 (0.20870092511177063) | > loss_disc_real_4: 0.14110557734966278 (0.19270297586917878) | > loss_disc_real_5: 0.20436418056488037 (0.227125146985054) | > loss_0: 2.249255895614624 (2.425716829299927) | > loss_gen: 2.4812843799591064 (2.50360164642334) | > loss_kl: 1.6039924621582031 (1.9881648063659667) | > loss_feat: 7.335090637207031 (7.1131490707397464) | > loss_mel: 13.00521183013916 (13.882673645019532) | > loss_duration: 1.5131590366363525 (1.640312170982361) | > loss_1: 25.938737869262695 (27.127900695800783) --> EVAL PERFORMANCE | > avg_loader_time: 0.1594635009765625 (+0.004136180877685552) | > avg_loss_disc: 2.425716829299927 (+0.1251053810119629) | > avg_loss_disc_real_0: 0.23155369758605956 (+0.054959782958030695) | > avg_loss_disc_real_1: 0.22354861199855805 (+0.03798890709877015) | > avg_loss_disc_real_2: 0.22462011575698854 (+0.022427287697792064) | > avg_loss_disc_real_3: 0.20870092511177063 (-0.01509945690631867) | > avg_loss_disc_real_4: 0.19270297586917878 (-0.04655127525329589) | > avg_loss_disc_real_5: 0.227125146985054 (+0.04468554407358169) | > avg_loss_0: 2.425716829299927 (+0.1251053810119629) | > avg_loss_gen: 2.50360164642334 (+0.004513692855835139) | > avg_loss_kl: 1.9881648063659667 (-0.13022313117980966) | > avg_loss_feat: 7.1131490707397464 (-0.6319455146789545) | > avg_loss_mel: 13.882673645019532 (-0.8129045486450188) | > avg_loss_duration: 1.640312170982361 (+0.0023703098297120917) | > avg_loss_1: 27.127900695800783 (-1.568189239501951)  > EPOCH: 81/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 12:10:16)   --> TIME: 2025-02-20 12:10:55 -- STEP: 43/924 -- GLOBAL_STEP: 120750 | > loss_disc: 2.120718479156494 (2.256540259649587) | > loss_disc_real_0: 0.0622524619102478 (0.13135320623946742) | > loss_disc_real_1: 0.21381619572639465 (0.1919026530759279) | > loss_disc_real_2: 0.20148399472236633 (0.2037711995978688) | > loss_disc_real_3: 0.23227475583553314 (0.20835077589334444) | > loss_disc_real_4: 0.21546801924705505 (0.20976833271425824) | > loss_disc_real_5: 0.19174088537693024 (0.2076874025339304) | > loss_0: 2.120718479156494 (2.256540259649587) | > grad_norm_0: tensor(31.6402, device='cuda:0') (tensor(48.1202, device='cuda:0')) | > loss_gen: 2.921571731567383 (2.747388972792515) | > loss_kl: 2.165679693222046 (2.2027869335440697) | > loss_feat: 9.074740409851074 (8.438814063404884) | > loss_mel: 16.26565933227539 (15.180338793022688) | > loss_duration: 1.611424446105957 (1.6102822020996448) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.03907775878906 (30.179611161697743) | > grad_norm_1: tensor(1367.4470, device='cuda:0') (tensor(999.6920, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.89 (0.8458142945932787) | > loader_time: 0.0112 (0.011026648587958758)  --> TIME: 2025-02-20 12:11:38 -- STEP: 93/924 -- GLOBAL_STEP: 120800 | > loss_disc: 2.1356067657470703 (2.234122678797732) | > loss_disc_real_0: 0.11104635149240494 (0.11788840555856304) | > loss_disc_real_1: 0.15736819803714752 (0.19054352419991646) | > loss_disc_real_2: 0.1789894849061966 (0.20491728699335487) | > loss_disc_real_3: 0.20423443615436554 (0.20502509529231697) | > loss_disc_real_4: 0.18656589090824127 (0.21000816280482917) | > loss_disc_real_5: 0.19220836460590363 (0.20446224975329574) | > loss_0: 2.1356067657470703 (2.234122678797732) | > grad_norm_0: tensor(67.3965, device='cuda:0') (tensor(51.1565, device='cuda:0')) | > loss_gen: 3.016549587249756 (2.8012067271817123) | > loss_kl: 2.129723072052002 (2.174967272307283) | > loss_feat: 9.752408981323242 (8.5641809227646) | > loss_mel: 16.829051971435547 (15.298027356465658) | > loss_duration: 1.616085410118103 (1.6107860444694437) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.34381866455078 (30.449168359079668) | > grad_norm_1: tensor(952.9088, device='cuda:0') (tensor(932.4491, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.887 (0.8458549873803252) | > loader_time: 0.0117 (0.011383220713625677)  --> TIME: 2025-02-20 12:12:22 -- STEP: 143/924 -- GLOBAL_STEP: 120850 | > loss_disc: 2.1474006175994873 (2.2340779454558053) | > loss_disc_real_0: 0.12019334733486176 (0.11840578449981196) | > loss_disc_real_1: 0.18015745282173157 (0.19100660179461632) | > loss_disc_real_2: 0.18574373424053192 (0.2041373766594) | > loss_disc_real_3: 0.1804056167602539 (0.20488697978166434) | > loss_disc_real_4: 0.241618350148201 (0.21051509949294003) | > loss_disc_real_5: 0.2165829986333847 (0.2040052594213219) | > loss_0: 2.1474006175994873 (2.2340779454558053) | > grad_norm_0: tensor(37.9917, device='cuda:0') (tensor(53.1421, device='cuda:0')) | > loss_gen: 2.981316328048706 (2.7965331961224966) | > loss_kl: 2.2481861114501953 (2.1546618713365584) | > loss_feat: 9.228775978088379 (8.54541629177707) | > loss_mel: 15.894538879394531 (15.255963778995968) | > loss_duration: 1.6351169347763062 (1.6108074088196653) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.987934112548828 (30.363382606239586) | > grad_norm_1: tensor(1322.9230, device='cuda:0') (tensor(940.7727, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.891 (0.8492029280095668) | > loader_time: 0.0104 (0.011297542732078716)  --> TIME: 2025-02-20 12:13:05 -- STEP: 193/924 -- GLOBAL_STEP: 120900 | > loss_disc: 2.3261873722076416 (2.230902254272617) | > loss_disc_real_0: 0.08020376414060593 (0.11883668891043243) | > loss_disc_real_1: 0.21521596610546112 (0.19068751889498126) | > loss_disc_real_2: 0.19202810525894165 (0.20289663128902255) | > loss_disc_real_3: 0.18538400530815125 (0.20530451116166584) | > loss_disc_real_4: 0.18665294349193573 (0.21033538677222988) | > loss_disc_real_5: 0.18844057619571686 (0.20414168105841912) | > loss_0: 2.3261873722076416 (2.230902254272617) | > grad_norm_0: tensor(41.9919, device='cuda:0') (tensor(54.7103, device='cuda:0')) | > loss_gen: 2.528994083404541 (2.7998100191818014) | > loss_kl: 2.273294687271118 (2.1396192596366372) | > loss_feat: 7.648303031921387 (8.538955238816659) | > loss_mel: 14.448877334594727 (15.231682569869442) | > loss_duration: 1.641819953918457 (1.6078878746131542) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.541290283203125 (30.31795491826349) | > grad_norm_1: tensor(348.6747, device='cuda:0') (tensor(960.7508, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.8935 (0.8497408066388856) | > loader_time: 0.0147 (0.011284259934499474)  --> TIME: 2025-02-20 12:13:49 -- STEP: 243/924 -- GLOBAL_STEP: 120950 | > loss_disc: 2.417349100112915 (2.2361595252904367) | > loss_disc_real_0: 0.10075382143259048 (0.12124998389202872) | > loss_disc_real_1: 0.2181059569120407 (0.19123953157736934) | > loss_disc_real_2: 0.21253807842731476 (0.20304060687498787) | > loss_disc_real_3: 0.1850685477256775 (0.20576127676806824) | > loss_disc_real_4: 0.20304106175899506 (0.21006598363442677) | > loss_disc_real_5: 0.17588020861148834 (0.20379806570555442) | > loss_0: 2.417349100112915 (2.2361595252904367) | > grad_norm_0: tensor(32.3041, device='cuda:0') (tensor(54.1630, device='cuda:0')) | > loss_gen: 2.585880994796753 (2.79002642042843) | > loss_kl: 2.0295984745025635 (2.138926238680082) | > loss_feat: 8.38012409210205 (8.511487762623862) | > loss_mel: 16.29010772705078 (15.240014621750317) | > loss_duration: 1.5849432945251465 (1.6093066906242213) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.87065315246582 (30.289761672785254) | > grad_norm_1: tensor(787.7562, device='cuda:0') (tensor(970.3622, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.8779 (0.8499869201408983) | > loader_time: 0.0128 (0.011291971913090459)  --> TIME: 2025-02-20 12:14:32 -- STEP: 293/924 -- GLOBAL_STEP: 121000 | > loss_disc: 2.2938668727874756 (2.238962767067215) | > loss_disc_real_0: 0.13076283037662506 (0.12360653652469453) | > loss_disc_real_1: 0.21940486133098602 (0.19104540749824905) | > loss_disc_real_2: 0.21331293880939484 (0.20317825181695787) | > loss_disc_real_3: 0.2198341190814972 (0.20585555382352644) | > loss_disc_real_4: 0.2154138684272766 (0.2097291851308159) | > loss_disc_real_5: 0.19481876492500305 (0.20382690444944654) | > loss_0: 2.2938668727874756 (2.238962767067215) | > grad_norm_0: tensor(55.2794, device='cuda:0') (tensor(54.2680, device='cuda:0')) | > loss_gen: 2.6995291709899902 (2.7767614887029257) | > loss_kl: 2.2448902130126953 (2.12859208063054) | > loss_feat: 7.813036918640137 (8.455037782623505) | > loss_mel: 15.631293296813965 (15.180771596602613) | > loss_duration: 1.6101713180541992 (1.6096402166646497) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.998920440673828 (30.150803133082473) | > grad_norm_1: tensor(1124.2990, device='cuda:0') (tensor(986.0452, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.868 (0.8496461061080567) | > loader_time: 0.0146 (0.01133066395443861) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_121000.pth  --> TIME: 2025-02-20 12:15:18 -- STEP: 343/924 -- GLOBAL_STEP: 121050 | > loss_disc: 2.457332134246826 (2.2403864280127914) | > loss_disc_real_0: 0.2231324017047882 (0.12319203245700622) | > loss_disc_real_1: 0.18953968584537506 (0.1911490651243978) | > loss_disc_real_2: 0.22145648300647736 (0.20399844694241837) | > loss_disc_real_3: 0.22751307487487793 (0.20594924510220397) | > loss_disc_real_4: 0.18210771679878235 (0.20987438260640073) | > loss_disc_real_5: 0.2313089817762375 (0.2031817715995165) | > loss_0: 2.457332134246826 (2.2403864280127914) | > grad_norm_0: tensor(93.0783, device='cuda:0') (tensor(56.6613, device='cuda:0')) | > loss_gen: 2.636974573135376 (2.7780021773135375) | > loss_kl: 1.9169756174087524 (2.125062280076586) | > loss_feat: 7.32080078125 (8.458066003315649) | > loss_mel: 13.754220008850098 (15.162167693713664) | > loss_duration: 1.618168592453003 (1.6095474221616028) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.24713897705078 (30.132845547734476) | > grad_norm_1: tensor(774.5554, device='cuda:0') (tensor(991.9624, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.8531 (0.8507343026708931) | > loader_time: 0.0129 (0.011339572011208048)  --> TIME: 2025-02-20 12:16:02 -- STEP: 393/924 -- GLOBAL_STEP: 121100 | > loss_disc: 2.3731188774108887 (2.24051583419926) | > loss_disc_real_0: 0.21648748219013214 (0.12300524416050232) | > loss_disc_real_1: 0.18767046928405762 (0.19126679230737328) | > loss_disc_real_2: 0.19186118245124817 (0.2038827674231153) | > loss_disc_real_3: 0.2168223112821579 (0.20639286961870945) | > loss_disc_real_4: 0.23420844972133636 (0.209961026717385) | > loss_disc_real_5: 0.2186388224363327 (0.20361336743406963) | > loss_0: 2.3731188774108887 (2.24051583419926) | > grad_norm_0: tensor(103.8757, device='cuda:0') (tensor(56.2902, device='cuda:0')) | > loss_gen: 2.707282543182373 (2.778369044529576) | > loss_kl: 2.1248340606689453 (2.1302558957165445) | > loss_feat: 7.6555657386779785 (8.46028791311133) | > loss_mel: 15.030981063842773 (15.164605810442044) | > loss_duration: 1.6029917001724243 (1.6094735175295338) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.121654510498047 (30.142992107012798) | > grad_norm_1: tensor(985.6519, device='cuda:0') (tensor(993.1349, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.857 (0.8517666481833421) | > loader_time: 0.0137 (0.011351967585905818)  --> TIME: 2025-02-20 12:16:45 -- STEP: 443/924 -- GLOBAL_STEP: 121150 | > loss_disc: 2.204832077026367 (2.238722675540916) | > loss_disc_real_0: 0.08476967364549637 (0.12293724957895602) | > loss_disc_real_1: 0.17592157423496246 (0.1911001980102897) | > loss_disc_real_2: 0.20821425318717957 (0.20373865457474513) | > loss_disc_real_3: 0.20344530045986176 (0.2062724867066196) | > loss_disc_real_4: 0.24480172991752625 (0.2100461273712714) | > loss_disc_real_5: 0.23455771803855896 (0.20329602819533157) | > loss_0: 2.204832077026367 (2.238722675540916) | > grad_norm_0: tensor(49.9190, device='cuda:0') (tensor(57.1928, device='cuda:0')) | > loss_gen: 2.915524482727051 (2.7773754128484134) | > loss_kl: 2.2720768451690674 (2.132493364891673) | > loss_feat: 8.714475631713867 (8.45104031315237) | > loss_mel: 14.453842163085938 (15.142273190328284) | > loss_duration: 1.631392478942871 (1.609565883403976) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.98731231689453 (30.11274813529331) | > grad_norm_1: tensor(1137.6165, device='cuda:0') (tensor(993.5408, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.8897 (0.8517837841946707) | > loader_time: 0.0116 (0.01133910689343179)  --> TIME: 2025-02-20 12:17:28 -- STEP: 493/924 -- GLOBAL_STEP: 121200 | > loss_disc: 2.2696752548217773 (2.2386219250019392) | > loss_disc_real_0: 0.11948058754205704 (0.12286199405638248) | > loss_disc_real_1: 0.20416578650474548 (0.19151935534472403) | > loss_disc_real_2: 0.18933504819869995 (0.20391883445680745) | > loss_disc_real_3: 0.22707556188106537 (0.2063690925708407) | > loss_disc_real_4: 0.21306857466697693 (0.2100629073248432) | > loss_disc_real_5: 0.19079042971134186 (0.20264519382321078) | > loss_0: 2.2696752548217773 (2.2386219250019392) | > grad_norm_0: tensor(41.4138, device='cuda:0') (tensor(57.9603, device='cuda:0')) | > loss_gen: 2.6382274627685547 (2.784527748641816) | > loss_kl: 1.9809794425964355 (2.132824880598042) | > loss_feat: 8.99854564666748 (8.462406607235181) | > loss_mel: 15.786144256591797 (15.151824045858325) | > loss_duration: 1.605715036392212 (1.609420876715778) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.009611129760742 (30.141004132934324) | > grad_norm_1: tensor(517.9514, device='cuda:0') (tensor(980.2286, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.8433 (0.8521508459628958) | > loader_time: 0.0132 (0.011314184622155242)  --> TIME: 2025-02-20 12:18:12 -- STEP: 543/924 -- GLOBAL_STEP: 121250 | > loss_disc: 2.106687307357788 (2.2403291259681346) | > loss_disc_real_0: 0.07029598206281662 (0.12454422839109411) | > loss_disc_real_1: 0.18975941836833954 (0.1912809704768285) | > loss_disc_real_2: 0.19429399073123932 (0.20369897684010355) | > loss_disc_real_3: 0.2121196687221527 (0.20640877361236137) | > loss_disc_real_4: 0.2378862053155899 (0.21018621920990466) | > loss_disc_real_5: 0.180665522813797 (0.20305270252965427) | > loss_0: 2.106687307357788 (2.2403291259681346) | > grad_norm_0: tensor(25.7658, device='cuda:0') (tensor(55.9023, device='cuda:0')) | > loss_gen: 2.819847583770752 (2.7755012995191293) | > loss_kl: 2.123464584350586 (2.130000535734891) | > loss_feat: 8.349786758422852 (8.449961380405323) | > loss_mel: 14.746428489685059 (15.154921285794366) | > loss_duration: 1.5948189496994019 (1.609820402129579) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.63434600830078 (30.120204865822686) | > grad_norm_1: tensor(864.0591, device='cuda:0') (tensor(967.3989, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.8352 (0.8520579794713367) | > loader_time: 0.0103 (0.01132812991765762)  --> TIME: 2025-02-20 12:18:55 -- STEP: 593/924 -- GLOBAL_STEP: 121300 | > loss_disc: 2.3006088733673096 (2.2418517700536276) | > loss_disc_real_0: 0.15825775265693665 (0.1251383101972821) | > loss_disc_real_1: 0.1866106539964676 (0.19134118044858842) | > loss_disc_real_2: 0.19435499608516693 (0.2036111533239761) | > loss_disc_real_3: 0.22472354769706726 (0.20656579903768246) | > loss_disc_real_4: 0.2219049036502838 (0.21018260440979203) | > loss_disc_real_5: 0.20276178419589996 (0.20277331538284807) | > loss_0: 2.3006088733673096 (2.2418517700536276) | > grad_norm_0: tensor(40.4694, device='cuda:0') (tensor(55.9506, device='cuda:0')) | > loss_gen: 2.739000082015991 (2.777174319625909) | > loss_kl: 2.237340211868286 (2.133639870365395) | > loss_feat: 8.478777885437012 (8.453134137100562) | > loss_mel: 15.778924942016602 (15.15938723147619) | > loss_duration: 1.6080211400985718 (1.6096866197167925) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.842063903808594 (30.133022134661864) | > grad_norm_1: tensor(954.9958, device='cuda:0') (tensor(957.3107, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.8723 (0.8517440169496842) | > loader_time: 0.0109 (0.011302165197079744)  --> TIME: 2025-02-20 12:19:38 -- STEP: 643/924 -- GLOBAL_STEP: 121350 | > loss_disc: 2.2977278232574463 (2.2445425000939774) | > loss_disc_real_0: 0.12183129042387009 (0.1259962035919514) | > loss_disc_real_1: 0.18666259944438934 (0.19160543335818953) | > loss_disc_real_2: 0.18759667873382568 (0.20356011972364343) | > loss_disc_real_3: 0.24989737570285797 (0.20670008063779838) | > loss_disc_real_4: 0.21561619639396667 (0.21028647600770192) | > loss_disc_real_5: 0.24057763814926147 (0.2031379944614452) | > loss_0: 2.2977278232574463 (2.2445425000939774) | > grad_norm_0: tensor(30.7295, device='cuda:0') (tensor(56.2016, device='cuda:0')) | > loss_gen: 2.687089443206787 (2.7714984327971877) | > loss_kl: 2.121455669403076 (2.136534388476917) | > loss_feat: 7.418990135192871 (8.43390840097312) | > loss_mel: 13.166627883911133 (15.147854776812563) | > loss_duration: 1.5450611114501953 (1.609378408310387) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.939224243164062 (30.099174348229003) | > grad_norm_1: tensor(919.6391, device='cuda:0') (tensor(947.1865, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.8644 (0.8518085453780961) | > loader_time: 0.0109 (0.011279839935421388)  --> TIME: 2025-02-20 12:20:22 -- STEP: 693/924 -- GLOBAL_STEP: 121400 | > loss_disc: 2.409013032913208 (2.246152127804012) | > loss_disc_real_0: 0.14227263629436493 (0.12592486223853683) | > loss_disc_real_1: 0.18295694887638092 (0.1918864389088592) | > loss_disc_real_2: 0.18877427279949188 (0.20374504269287536) | > loss_disc_real_3: 0.2042458951473236 (0.20674313735996322) | > loss_disc_real_4: 0.24720211327075958 (0.21039671228303547) | > loss_disc_real_5: 0.21716710925102234 (0.20308885795385462) | > loss_0: 2.409013032913208 (2.246152127804012) | > grad_norm_0: tensor(29.9656, device='cuda:0') (tensor(56.1218, device='cuda:0')) | > loss_gen: 2.484004259109497 (2.771787060287613) | > loss_kl: 2.0020968914031982 (2.1360473920084537) | > loss_feat: 7.533895492553711 (8.432597719057636) | > loss_mel: 14.470807075500488 (15.142343183960577) | > loss_duration: 1.676374077796936 (1.6095695978979352) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.167179107666016 (30.092344873051267) | > grad_norm_1: tensor(885.3437, device='cuda:0') (tensor(944.2337, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.8811 (0.8524656553805132) | > loader_time: 0.0116 (0.011266199885336697)  --> TIME: 2025-02-20 12:21:06 -- STEP: 743/924 -- GLOBAL_STEP: 121450 | > loss_disc: 2.0288422107696533 (2.2447939134061303) | > loss_disc_real_0: 0.05295722559094429 (0.12605729119533818) | > loss_disc_real_1: 0.16355445981025696 (0.19178023059948948) | > loss_disc_real_2: 0.1817181408405304 (0.2033229908664006) | > loss_disc_real_3: 0.20118698477745056 (0.20679227227638422) | > loss_disc_real_4: 0.2135617882013321 (0.2103104449979069) | > loss_disc_real_5: 0.14303570985794067 (0.20294725303293717) | > loss_0: 2.0288422107696533 (2.2447939134061303) | > grad_norm_0: tensor(51.5034, device='cuda:0') (tensor(55.7471, device='cuda:0')) | > loss_gen: 2.9384896755218506 (2.7728305357141148) | > loss_kl: 2.1043591499328613 (2.1364216385747694) | > loss_feat: 9.107715606689453 (8.445977991394203) | > loss_mel: 15.209260940551758 (15.156265357622067) | > loss_duration: 1.6154403686523438 (1.6094540708960303) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.975265502929688 (30.12094952569193) | > grad_norm_1: tensor(1039.6394, device='cuda:0') (tensor(948.0709, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.8732 (0.8528562291634355) | > loader_time: 0.0116 (0.011232488408865232)  --> TIME: 2025-02-20 12:21:49 -- STEP: 793/924 -- GLOBAL_STEP: 121500 | > loss_disc: 2.232272148132324 (2.245601612111513) | > loss_disc_real_0: 0.15538935363292694 (0.12714816957317582) | > loss_disc_real_1: 0.19090765714645386 (0.19164913546993945) | > loss_disc_real_2: 0.24733710289001465 (0.20320068203936917) | > loss_disc_real_3: 0.23678740859031677 (0.20675069168867713) | > loss_disc_real_4: 0.22665506601333618 (0.21025753966421085) | > loss_disc_real_5: 0.2367216944694519 (0.2030149867939017) | > loss_0: 2.232272148132324 (2.245601612111513) | > grad_norm_0: tensor(42.7901, device='cuda:0') (tensor(55.0931, device='cuda:0')) | > loss_gen: 2.8878138065338135 (2.7716336746384234) | > loss_kl: 2.065927505493164 (2.132640376066951) | > loss_feat: 8.32160472869873 (8.447870578621552) | > loss_mel: 14.995060920715332 (15.163570739582537) | > loss_duration: 1.5755467414855957 (1.609875250734567) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.8459529876709 (30.12559055169623) | > grad_norm_1: tensor(1264.8179, device='cuda:0') (tensor(938.5604, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.7847 (0.8527791698523157) | > loader_time: 0.0123 (0.011237578915166677)  --> TIME: 2025-02-20 12:22:32 -- STEP: 843/924 -- GLOBAL_STEP: 121550 | > loss_disc: 2.1972622871398926 (2.2457656089662845) | > loss_disc_real_0: 0.12114886194467545 (0.12688805881892104) | > loss_disc_real_1: 0.21910928189754486 (0.19177416933883845) | > loss_disc_real_2: 0.20380806922912598 (0.20337808485698594) | > loss_disc_real_3: 0.23590651154518127 (0.20686963251830565) | > loss_disc_real_4: 0.2151387631893158 (0.2103454406292555) | > loss_disc_real_5: 0.22376593947410583 (0.20286194996053214) | > loss_0: 2.1972622871398926 (2.2457656089662845) | > grad_norm_0: tensor(57.1288, device='cuda:0') (tensor(54.9606, device='cuda:0')) | > loss_gen: 2.9507851600646973 (2.7727484768112967) | > loss_kl: 2.215660333633423 (2.133084149405906) | > loss_feat: 9.055305480957031 (8.451758586073536) | > loss_mel: 14.979852676391602 (15.174912867879812) | > loss_duration: 1.5871751308441162 (1.6098376552122482) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.78877830505371 (30.14234166354612) | > grad_norm_1: tensor(826.0252, device='cuda:0') (tensor(942.8731, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.8629 (0.8516646093321016) | > loader_time: 0.0111 (0.011217703315852518)  --> TIME: 2025-02-20 12:23:14 -- STEP: 893/924 -- GLOBAL_STEP: 121600 | > loss_disc: 2.0031847953796387 (2.24430351655134) | > loss_disc_real_0: 0.08364632725715637 (0.12613652626517646) | > loss_disc_real_1: 0.21081246435642242 (0.19198441293511928) | > loss_disc_real_2: 0.19193248450756073 (0.20331117150364378) | > loss_disc_real_3: 0.17040127515792847 (0.20680482308448098) | > loss_disc_real_4: 0.19946303963661194 (0.21048381906273925) | > loss_disc_real_5: 0.17321664094924927 (0.2025629156514218) | > loss_0: 2.0031847953796387 (2.24430351655134) | > grad_norm_0: tensor(50.5902, device='cuda:0') (tensor(55.0619, device='cuda:0')) | > loss_gen: 3.1213932037353516 (2.775272628628264) | > loss_kl: 2.0290544033050537 (2.135326952042527) | > loss_feat: 9.656786918640137 (8.459217737396509) | > loss_mel: 16.288082122802734 (15.191289017475466) | > loss_duration: 1.603053092956543 (1.609758585324346) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.698368072509766 (30.170864857057435) | > grad_norm_1: tensor(865.4775, device='cuda:0') (tensor(942.6600, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.8521 (0.8508326876470517) | > loader_time: 0.011 (0.011199101622134016)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.266130208969116 (2.266130208969116) | > loss_disc_real_0: 0.16320185363292694 (0.16320185363292694) | > loss_disc_real_1: 0.1813342422246933 (0.1813342422246933) | > loss_disc_real_2: 0.20369398593902588 (0.20369398593902588) | > loss_disc_real_3: 0.19757719337940216 (0.19757719337940216) | > loss_disc_real_4: 0.22581876814365387 (0.22581876814365387) | > loss_disc_real_5: 0.22206175327301025 (0.22206175327301025) | > loss_0: 2.266130208969116 (2.266130208969116) | > loss_gen: 2.7074718475341797 (2.7074718475341797) | > loss_kl: 2.017354726791382 (2.017354726791382) | > loss_feat: 8.131545066833496 (8.131545066833496) | > loss_mel: 13.129371643066406 (13.129371643066406) | > loss_duration: 1.6705831289291382 (1.6705831289291382) | > loss_1: 27.656326293945312 (27.656326293945312)  --> STEP: 1 | > loss_disc: 2.369534730911255 (2.369534730911255) | > loss_disc_real_0: 0.16118702292442322 (0.16118702292442322) | > loss_disc_real_1: 0.18394750356674194 (0.18394750356674194) | > loss_disc_real_2: 0.26068535447120667 (0.26068535447120667) | > loss_disc_real_3: 0.2232632339000702 (0.2232632339000702) | > loss_disc_real_4: 0.2155437171459198 (0.2155437171459198) | > loss_disc_real_5: 0.22772562503814697 (0.22772562503814697) | > loss_0: 2.369534730911255 (2.369534730911255) | > loss_gen: 2.724924325942993 (2.724924325942993) | > loss_kl: 2.1332571506500244 (2.1332571506500244) | > loss_feat: 8.105856895446777 (8.105856895446777) | > loss_mel: 13.555645942687988 (13.555645942687988) | > loss_duration: 1.668999433517456 (1.668999433517456) | > loss_1: 28.188682556152344 (28.188682556152344)  --> STEP: 2 | > loss_disc: 2.1473875045776367 (2.258461117744446) | > loss_disc_real_0: 0.13894037902355194 (0.15006370097398758) | > loss_disc_real_1: 0.15766233205795288 (0.1708049178123474) | > loss_disc_real_2: 0.21609444916248322 (0.23838990181684494) | > loss_disc_real_3: 0.19212210178375244 (0.20769266784191132) | > loss_disc_real_4: 0.16841377317905426 (0.19197874516248703) | > loss_disc_real_5: 0.21272139251232147 (0.22022350877523422) | > loss_0: 2.1473875045776367 (2.258461117744446) | > loss_gen: 2.8927245140075684 (2.8088244199752808) | > loss_kl: 2.211564064025879 (2.1724106073379517) | > loss_feat: 8.794661521911621 (8.4502592086792) | > loss_mel: 15.114973068237305 (14.335309505462646) | > loss_duration: 1.5575186014175415 (1.6132590174674988) | > loss_1: 30.571441650390625 (29.380062103271484)  --> STEP: 3 | > loss_disc: 2.320101261138916 (2.279007832209269) | > loss_disc_real_0: 0.15506291389465332 (0.15173010528087616) | > loss_disc_real_1: 0.20058448612689972 (0.18073144058386484) | > loss_disc_real_2: 0.22564339637756348 (0.23414106667041779) | > loss_disc_real_3: 0.22525498270988464 (0.21354677279790243) | > loss_disc_real_4: 0.21640904247760773 (0.2001221776008606) | > loss_disc_real_5: 0.2341213822364807 (0.22485613326231638) | > loss_0: 2.320101261138916 (2.279007832209269) | > loss_gen: 2.6755101680755615 (2.7643863360087075) | > loss_kl: 2.000396728515625 (2.1150726477305093) | > loss_feat: 7.2454447746276855 (8.048654397328695) | > loss_mel: 13.000701904296875 (13.890440305074057) | > loss_duration: 1.6671037673950195 (1.631207267443339) | > loss_1: 26.589157104492188 (28.44976043701172)  --> STEP: 4 | > loss_disc: 2.4423789978027344 (2.3198506236076355) | > loss_disc_real_0: 0.1672053337097168 (0.15559891238808632) | > loss_disc_real_1: 0.19569452106952667 (0.1844722107052803) | > loss_disc_real_2: 0.24890635907649994 (0.23783238977193832) | > loss_disc_real_3: 0.23753157258033752 (0.2195429727435112) | > loss_disc_real_4: 0.23535965383052826 (0.2089315466582775) | > loss_disc_real_5: 0.2379632592201233 (0.2281329147517681) | > loss_0: 2.4423789978027344 (2.3198506236076355) | > loss_gen: 2.5237462520599365 (2.704226315021515) | > loss_kl: 1.9547162055969238 (2.074983537197113) | > loss_feat: 6.428891181945801 (7.643713593482971) | > loss_mel: 12.218893051147461 (13.472553491592407) | > loss_duration: 1.7500972747802734 (1.6609297692775726) | > loss_1: 24.876344680786133 (27.556406497955322)  --> STEP: 5 | > loss_disc: 2.3026504516601562 (2.3164105892181395) | > loss_disc_real_0: 0.17001420259475708 (0.15848197042942047) | > loss_disc_real_1: 0.25896546244621277 (0.1993708610534668) | > loss_disc_real_2: 0.1671304851770401 (0.22369200885295867) | > loss_disc_real_3: 0.26769644021987915 (0.2291736662387848) | > loss_disc_real_4: 0.19048303365707397 (0.2052418440580368) | > loss_disc_real_5: 0.2761751115322113 (0.23774135410785674) | > loss_0: 2.3026504516601562 (2.3164105892181395) | > loss_gen: 2.909876823425293 (2.7453564167022706) | > loss_kl: 1.9992085695266724 (2.059828543663025) | > loss_feat: 7.4663543701171875 (7.608241748809815) | > loss_mel: 14.700295448303223 (13.71810188293457) | > loss_duration: 1.521344542503357 (1.6330127239227294) | > loss_1: 28.597082138061523 (27.764541625976562) --> EVAL PERFORMANCE | > avg_loader_time: 0.1537618637084961 (-0.005701637268066412) | > avg_loss_disc: 2.3164105892181395 (-0.10930624008178746) | > avg_loss_disc_real_0: 0.15848197042942047 (-0.0730717271566391) | > avg_loss_disc_real_1: 0.1993708610534668 (-0.024177750945091253) | > avg_loss_disc_real_2: 0.22369200885295867 (-0.0009281069040298628) | > avg_loss_disc_real_3: 0.2291736662387848 (+0.020472741127014166) | > avg_loss_disc_real_4: 0.2052418440580368 (+0.012538868188858021) | > avg_loss_disc_real_5: 0.23774135410785674 (+0.010616207122802729) | > avg_loss_0: 2.3164105892181395 (-0.10930624008178746) | > avg_loss_gen: 2.7453564167022706 (+0.24175477027893066) | > avg_loss_kl: 2.059828543663025 (+0.0716637372970581) | > avg_loss_feat: 7.608241748809815 (+0.4950926780700682) | > avg_loss_mel: 13.71810188293457 (-0.16457176208496094) | > avg_loss_duration: 1.6330127239227294 (-0.007299447059631481) | > avg_loss_1: 27.764541625976562 (+0.6366409301757798)  > EPOCH: 82/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 12:23:49)   --> TIME: 2025-02-20 12:24:08 -- STEP: 19/924 -- GLOBAL_STEP: 121650 | > loss_disc: 2.113196849822998 (2.223323897311562) | > loss_disc_real_0: 0.11660025268793106 (0.1127095663625943) | > loss_disc_real_1: 0.18316419422626495 (0.19455207492175855) | > loss_disc_real_2: 0.20578214526176453 (0.2027445004174584) | > loss_disc_real_3: 0.20144660770893097 (0.20944757210580925) | > loss_disc_real_4: 0.18775781989097595 (0.2122710268748434) | > loss_disc_real_5: 0.17990419268608093 (0.1995587043072048) | > loss_0: 2.113196849822998 (2.223323897311562) | > grad_norm_0: tensor(61.3658, device='cuda:0') (tensor(66.0482, device='cuda:0')) | > loss_gen: 2.9211678504943848 (2.8077868662382426) | > loss_kl: 2.2449541091918945 (2.1919542613782386) | > loss_feat: 9.141913414001465 (8.520299936595716) | > loss_mel: 15.783706665039062 (15.097879560370194) | > loss_duration: 1.6059181690216064 (1.599924363588032) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.697660446166992 (30.217844912880345) | > grad_norm_1: tensor(977.6089, device='cuda:0') (tensor(982.6608, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.8458 (0.8727024228949296) | > loader_time: 0.0111 (0.010731408470555356)  --> TIME: 2025-02-20 12:24:51 -- STEP: 69/924 -- GLOBAL_STEP: 121700 | > loss_disc: 2.1573476791381836 (2.219601295996403) | > loss_disc_real_0: 0.14225834608078003 (0.11930657151168671) | > loss_disc_real_1: 0.1845666915178299 (0.1910882678584776) | > loss_disc_real_2: 0.1866663545370102 (0.20209181524705197) | > loss_disc_real_3: 0.20191535353660583 (0.20732376800067182) | > loss_disc_real_4: 0.2127677947282791 (0.20860521862472314) | > loss_disc_real_5: 0.20903944969177246 (0.20170760241107663) | > loss_0: 2.1573476791381836 (2.219601295996403) | > grad_norm_0: tensor(100.0093, device='cuda:0') (tensor(59.7525, device='cuda:0')) | > loss_gen: 2.757047414779663 (2.8301777010378637) | > loss_kl: 2.2211978435516357 (2.167231433633444) | > loss_feat: 8.52709674835205 (8.579564053079357) | > loss_mel: 14.720381736755371 (15.150686001432115) | > loss_duration: 1.681621789932251 (1.6104641859082207) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.907346725463867 (30.338123487389606) | > grad_norm_1: tensor(1079.7704, device='cuda:0') (tensor(945.3545, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.8706 (0.8610423198644666) | > loader_time: 0.0129 (0.011192784793135048)  --> TIME: 2025-02-20 12:25:34 -- STEP: 119/924 -- GLOBAL_STEP: 121750 | > loss_disc: 2.1197359561920166 (2.2141890475729924) | > loss_disc_real_0: 0.14237549901008606 (0.1196872740983963) | > loss_disc_real_1: 0.2037242203950882 (0.1907556306163804) | > loss_disc_real_2: 0.19904518127441406 (0.2018644906142179) | > loss_disc_real_3: 0.19806838035583496 (0.20743973290219025) | > loss_disc_real_4: 0.1938110888004303 (0.20781004428863525) | > loss_disc_real_5: 0.2029397040605545 (0.19971136398175182) | > loss_0: 2.1197359561920166 (2.2141890475729924) | > grad_norm_0: tensor(52.2625, device='cuda:0') (tensor(59.7099, device='cuda:0')) | > loss_gen: 3.089625358581543 (2.8266362943569154) | > loss_kl: 2.1616594791412354 (2.1414966913832343) | > loss_feat: 9.369762420654297 (8.613022339444196) | > loss_mel: 15.541194915771484 (15.164800675977178) | > loss_duration: 1.5758284330368042 (1.6101031854373067) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.73807144165039 (30.356059290781744) | > grad_norm_1: tensor(904.6257, device='cuda:0') (tensor(982.0186, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.8115 (0.8546993632276519) | > loader_time: 0.0092 (0.01121258334953244)  --> TIME: 2025-02-20 12:26:18 -- STEP: 169/924 -- GLOBAL_STEP: 121800 | > loss_disc: 2.305104970932007 (2.218078310673052) | > loss_disc_real_0: 0.1674732118844986 (0.12018765218159151) | > loss_disc_real_1: 0.17727604508399963 (0.1909648940055328) | > loss_disc_real_2: 0.20138409733772278 (0.2017742734865324) | > loss_disc_real_3: 0.19898498058319092 (0.20731783891923328) | > loss_disc_real_4: 0.22428306937217712 (0.20773159417174977) | > loss_disc_real_5: 0.19939428567886353 (0.20197052451280456) | > loss_0: 2.305104970932007 (2.218078310673052) | > grad_norm_0: tensor(90.9129, device='cuda:0') (tensor(61.4609, device='cuda:0')) | > loss_gen: 2.5410232543945312 (2.8138492234359838) | > loss_kl: 2.2688567638397217 (2.1536832363647833) | > loss_feat: 8.193517684936523 (8.600956476651707) | > loss_mel: 14.612370491027832 (15.184138382680317) | > loss_duration: 1.5664281845092773 (1.6092861404080356) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.18219757080078 (30.36191359074158) | > grad_norm_1: tensor(1025.0511, device='cuda:0') (tensor(962.6382, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.8758 (0.8540171250789124) | > loader_time: 0.0122 (0.011100784561337805)  --> TIME: 2025-02-20 12:27:01 -- STEP: 219/924 -- GLOBAL_STEP: 121850 | > loss_disc: 2.2464091777801514 (2.2210280367228514) | > loss_disc_real_0: 0.15992994606494904 (0.11995401221527356) | > loss_disc_real_1: 0.18753187358379364 (0.1914695282913234) | > loss_disc_real_2: 0.23520226776599884 (0.20256650128048848) | > loss_disc_real_3: 0.2095077931880951 (0.20718139505277486) | > loss_disc_real_4: 0.18030571937561035 (0.2081466720664882) | > loss_disc_real_5: 0.23291932046413422 (0.20113928289446117) | > loss_0: 2.2464091777801514 (2.2210280367228514) | > grad_norm_0: tensor(108.9439, device='cuda:0') (tensor(62.1171, device='cuda:0')) | > loss_gen: 2.8116660118103027 (2.8172054813332754) | > loss_kl: 2.1237947940826416 (2.1562767616690017) | > loss_feat: 8.845793724060059 (8.608878052942291) | > loss_mel: 15.591702461242676 (15.187565019685929) | > loss_duration: 1.636361002922058 (1.6091376314424484) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.00931739807129 (30.37906301838078) | > grad_norm_1: tensor(910.3120, device='cuda:0') (tensor(959.6038, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.8046 (0.8540155190855401) | > loader_time: 0.0108 (0.01114799660634777)  --> TIME: 2025-02-20 12:27:45 -- STEP: 269/924 -- GLOBAL_STEP: 121900 | > loss_disc: 2.412597179412842 (2.2266851415421423) | > loss_disc_real_0: 0.24011535942554474 (0.12155573157295861) | > loss_disc_real_1: 0.18573522567749023 (0.19159093598894028) | > loss_disc_real_2: 0.1974918246269226 (0.20269554166545656) | > loss_disc_real_3: 0.19759327173233032 (0.2067862317575398) | > loss_disc_real_4: 0.16587132215499878 (0.20850112668643653) | > loss_disc_real_5: 0.1915356069803238 (0.20174036499071304) | > loss_0: 2.412597179412842 (2.2266851415421423) | > grad_norm_0: tensor(82.9072, device='cuda:0') (tensor(61.9327, device='cuda:0')) | > loss_gen: 2.636789321899414 (2.8051721154535576) | > loss_kl: 2.238703489303589 (2.1602715962881476) | > loss_feat: 7.766664028167725 (8.545187037230427) | > loss_mel: 15.214948654174805 (15.13864211256176) | > loss_duration: 1.6573529243469238 (1.6106126769324656) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.51445770263672 (30.259885617791497) | > grad_norm_1: tensor(802.7036, device='cuda:0') (tensor(970.5750, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.8453 (0.8537222337545517) | > loader_time: 0.0132 (0.011143923692100556)  --> TIME: 2025-02-20 12:28:28 -- STEP: 319/924 -- GLOBAL_STEP: 121950 | > loss_disc: 2.2787704467773438 (2.229733987661737) | > loss_disc_real_0: 0.1074390634894371 (0.12294521025122146) | > loss_disc_real_1: 0.17139744758605957 (0.1917383226574775) | > loss_disc_real_2: 0.19817015528678894 (0.20247422013910588) | > loss_disc_real_3: 0.2077237069606781 (0.20648554140310676) | > loss_disc_real_4: 0.23281076550483704 (0.20860866324094396) | > loss_disc_real_5: 0.2963857352733612 (0.20243027516667006) | > loss_0: 2.2787704467773438 (2.229733987661737) | > grad_norm_0: tensor(42.4627, device='cuda:0') (tensor(61.3265, device='cuda:0')) | > loss_gen: 2.7901644706726074 (2.795179058391845) | > loss_kl: 2.318585157394409 (2.1685250167936365) | > loss_feat: 7.927824020385742 (8.520366257634658) | > loss_mel: 15.487378120422363 (15.142943361336162) | > loss_duration: 1.5902901887893677 (1.6105668772724355) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.114242553710938 (30.23758064317853) | > grad_norm_1: tensor(1314.2852, device='cuda:0') (tensor(951.3071, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.8592 (0.853972171167595) | > loader_time: 0.0109 (0.011167361818510912)  --> TIME: 2025-02-20 12:29:12 -- STEP: 369/924 -- GLOBAL_STEP: 122000 | > loss_disc: 2.3267996311187744 (2.2370886114554662) | > loss_disc_real_0: 0.1542300283908844 (0.1255550313145326) | > loss_disc_real_1: 0.18687701225280762 (0.1920340769901509) | > loss_disc_real_2: 0.18999427556991577 (0.20294471985602444) | > loss_disc_real_3: 0.1542869359254837 (0.206222760968092) | > loss_disc_real_4: 0.1643320769071579 (0.20867432052203957) | > loss_disc_real_5: 0.17591148614883423 (0.20235674717238933) | > loss_0: 2.3267996311187744 (2.2370886114554662) | > grad_norm_0: tensor(34.1987, device='cuda:0') (tensor(61.1606, device='cuda:0')) | > loss_gen: 2.485846996307373 (2.7869613771516133) | > loss_kl: 2.336524486541748 (2.1718761303883585) | > loss_feat: 7.52988338470459 (8.497418863663501) | > loss_mel: 13.48847484588623 (15.138180513045976) | > loss_duration: 1.6476898193359375 (1.6108156801239262) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.488418579101562 (30.205252649984384) | > grad_norm_1: tensor(1157.4663, device='cuda:0') (tensor(958.8787, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.8471 (0.8556066955008159) | > loader_time: 0.0113 (0.011196938310535297) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_122000.pth  --> TIME: 2025-02-20 12:29:58 -- STEP: 419/924 -- GLOBAL_STEP: 122050 | > loss_disc: 2.4677467346191406 (2.2392750204605236) | > loss_disc_real_0: 0.24990689754486084 (0.12610971440421084) | > loss_disc_real_1: 0.1754184514284134 (0.19203797334845146) | > loss_disc_real_2: 0.20463164150714874 (0.20309828004859798) | > loss_disc_real_3: 0.2031429409980774 (0.20631645566523787) | > loss_disc_real_4: 0.23377880454063416 (0.20929270580873285) | > loss_disc_real_5: 0.21928627789020538 (0.202697539066358) | > loss_0: 2.4677467346191406 (2.2392750204605236) | > grad_norm_0: tensor(105.6567, device='cuda:0') (tensor(60.8047, device='cuda:0')) | > loss_gen: 2.5159709453582764 (2.785838774109797) | > loss_kl: 2.097316026687622 (2.172603683141648) | > loss_feat: 8.168672561645508 (8.495184366913557) | > loss_mel: 15.667448997497559 (15.145065585298015) | > loss_duration: 1.620893955230713 (1.6105436248824818) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.070301055908203 (30.209236113154518) | > grad_norm_1: tensor(446.7625, device='cuda:0') (tensor(969.8450, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.8588 (0.8555037212827042) | > loader_time: 0.0113 (0.011239549140657046)  --> TIME: 2025-02-20 12:30:42 -- STEP: 469/924 -- GLOBAL_STEP: 122100 | > loss_disc: 2.343954086303711 (2.240384607172723) | > loss_disc_real_0: 0.1382656693458557 (0.12649713759260905) | > loss_disc_real_1: 0.20254971086978912 (0.19181549955786933) | > loss_disc_real_2: 0.23401175439357758 (0.20290974891389102) | > loss_disc_real_3: 0.22050854563713074 (0.2065081861672371) | > loss_disc_real_4: 0.22911806404590607 (0.20954331240928503) | > loss_disc_real_5: 0.22569741308689117 (0.20244915418025025) | > loss_0: 2.343954086303711 (2.240384607172723) | > grad_norm_0: tensor(51.1374, device='cuda:0') (tensor(59.2288, device='cuda:0')) | > loss_gen: 2.8616650104522705 (2.778119713004464) | > loss_kl: 2.0847535133361816 (2.167790225828125) | > loss_feat: 7.92307710647583 (8.466122407648854) | > loss_mel: 14.140613555908203 (15.123720878731213) | > loss_duration: 1.6208622455596924 (1.6104639974484312) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.63097381591797 (30.146217342124565) | > grad_norm_1: tensor(1284.1530, device='cuda:0') (tensor(969.1802, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.8867 (0.8554369884767513) | > loader_time: 0.0168 (0.011273219387160182)  --> TIME: 2025-02-20 12:31:25 -- STEP: 519/924 -- GLOBAL_STEP: 122150 | > loss_disc: 2.3527073860168457 (2.2387354401494717) | > loss_disc_real_0: 0.10241975635290146 (0.12613492499254578) | > loss_disc_real_1: 0.2009107917547226 (0.1915889366858268) | > loss_disc_real_2: 0.20672518014907837 (0.2030318781647379) | > loss_disc_real_3: 0.22399938106536865 (0.20645694342766654) | > loss_disc_real_4: 0.24190624058246613 (0.2097612246727438) | > loss_disc_real_5: 0.19930562376976013 (0.20208021478731053) | > loss_0: 2.3527073860168457 (2.2387354401494717) | > grad_norm_0: tensor(44.7909, device='cuda:0') (tensor(59.7684, device='cuda:0')) | > loss_gen: 2.681157112121582 (2.7827553285109974) | > loss_kl: 2.2661309242248535 (2.1653477428965475) | > loss_feat: 8.053439140319824 (8.469251084189876) | > loss_mel: 13.839924812316895 (15.132585474062056) | > loss_duration: 1.6424530744552612 (1.6103851767633692) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.483104705810547 (30.160324938265116) | > grad_norm_1: tensor(774.1069, device='cuda:0') (tensor(970.0406, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.8487 (0.8550258982847652) | > loader_time: 0.011 (0.011280825142685849)  --> TIME: 2025-02-20 12:32:09 -- STEP: 569/924 -- GLOBAL_STEP: 122200 | > loss_disc: 2.0263733863830566 (2.237336200653771) | > loss_disc_real_0: 0.0519699826836586 (0.125807253097189) | > loss_disc_real_1: 0.18213804066181183 (0.19147646191459547) | > loss_disc_real_2: 0.2310090810060501 (0.203097958242118) | > loss_disc_real_3: 0.21440623700618744 (0.2065568291606719) | > loss_disc_real_4: 0.22173888981342316 (0.20966472119250068) | > loss_disc_real_5: 0.16522550582885742 (0.20219315096133628) | > loss_0: 2.0263733863830566 (2.237336200653771) | > grad_norm_0: tensor(12.3078, device='cuda:0') (tensor(59.9882, device='cuda:0')) | > loss_gen: 2.9422852993011475 (2.7828570111983693) | > loss_kl: 2.380453586578369 (2.1656921408507435) | > loss_feat: 9.04721450805664 (8.479733605376442) | > loss_mel: 14.490450859069824 (15.127248276306581) | > loss_duration: 1.592731237411499 (1.6101896239081253) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.453134536743164 (30.165720793819595) | > grad_norm_1: tensor(755.9333, device='cuda:0') (tensor(973.2946, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.8624 (0.8550355254241999) | > loader_time: 0.0137 (0.01128473474606479)  --> TIME: 2025-02-20 12:32:53 -- STEP: 619/924 -- GLOBAL_STEP: 122250 | > loss_disc: 2.222670555114746 (2.235540108264742) | > loss_disc_real_0: 0.11991497874259949 (0.1251724478164282) | > loss_disc_real_1: 0.18039944767951965 (0.19106942720964007) | > loss_disc_real_2: 0.189031183719635 (0.2027137533239477) | > loss_disc_real_3: 0.1475907266139984 (0.20629835706535185) | > loss_disc_real_4: 0.21976205706596375 (0.20978487072353028) | > loss_disc_real_5: 0.19322341680526733 (0.20232004618124744) | > loss_0: 2.222670555114746 (2.235540108264742) | > grad_norm_0: tensor(54.9946, device='cuda:0') (tensor(59.6408, device='cuda:0')) | > loss_gen: 2.698021650314331 (2.7822229573337633) | > loss_kl: 2.012428045272827 (2.162852391480244) | > loss_feat: 8.999070167541504 (8.472399247867411) | > loss_mel: 16.66472625732422 (15.09498485879482) | > loss_duration: 1.6002768278121948 (1.6101874738979802) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.97452163696289 (30.12264704665768) | > grad_norm_1: tensor(384.8882, device='cuda:0') (tensor(973.0316, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.8651 (0.8555464047415002) | > loader_time: 0.0109 (0.011246645392816942)  --> TIME: 2025-02-20 12:33:36 -- STEP: 669/924 -- GLOBAL_STEP: 122300 | > loss_disc: 2.143791675567627 (2.234954019833037) | > loss_disc_real_0: 0.08737444877624512 (0.12537655264406466) | > loss_disc_real_1: 0.23455415666103363 (0.1911398819877429) | > loss_disc_real_2: 0.21759627759456635 (0.20261883016213517) | > loss_disc_real_3: 0.19041703641414642 (0.20644456593623262) | > loss_disc_real_4: 0.20430174469947815 (0.209733561104545) | > loss_disc_real_5: 0.1832042634487152 (0.2020864831937981) | > loss_0: 2.143791675567627 (2.234954019833037) | > grad_norm_0: tensor(30.9489, device='cuda:0') (tensor(59.8029, device='cuda:0')) | > loss_gen: 2.8992629051208496 (2.785414956966679) | > loss_kl: 2.381305694580078 (2.160687285153856) | > loss_feat: 8.746923446655273 (8.484643079418404) | > loss_mel: 14.681550025939941 (15.09990471182739) | > loss_duration: 1.5534019470214844 (1.609646614713341) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.2624454498291 (30.140296756419367) | > grad_norm_1: tensor(470.9898, device='cuda:0') (tensor(971.8082, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.8105 (0.8553028926364691) | > loader_time: 0.0088 (0.011247643440828188)  --> TIME: 2025-02-20 12:34:20 -- STEP: 719/924 -- GLOBAL_STEP: 122350 | > loss_disc: 2.3262269496917725 (2.233423574743414) | > loss_disc_real_0: 0.10048284381628036 (0.12452701861051757) | > loss_disc_real_1: 0.2437194287776947 (0.19119749619251178) | > loss_disc_real_2: 0.20491081476211548 (0.2025968144972897) | > loss_disc_real_3: 0.20604845881462097 (0.20640293078727623) | > loss_disc_real_4: 0.24060113728046417 (0.20971476202714098) | > loss_disc_real_5: 0.21612334251403809 (0.20203149231650733) | > loss_0: 2.3262269496917725 (2.233423574743414) | > grad_norm_0: tensor(41.0585, device='cuda:0') (tensor(59.7307, device='cuda:0')) | > loss_gen: 2.670670747756958 (2.789693383746088) | > loss_kl: 2.1135401725769043 (2.161933166095379) | > loss_feat: 7.994881629943848 (8.495003195564998) | > loss_mel: 15.633098602294922 (15.122637796468297) | > loss_duration: 1.5906741619110107 (1.609738148137492) | > amp_scaler: 64.0 (124.4394993045897) | > loss_1: 30.002864837646484 (30.179005786009725) | > grad_norm_1: tensor(226.1189, device='cuda:0') (tensor(969.6501, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.8678 (0.8556555643864239) | > loader_time: 0.0102 (0.011244609060804763)  --> TIME: 2025-02-20 12:35:03 -- STEP: 769/924 -- GLOBAL_STEP: 122400 | > loss_disc: 2.2025437355041504 (2.2335432845377308) | > loss_disc_real_0: 0.20312076807022095 (0.12473277982581112) | > loss_disc_real_1: 0.22590601444244385 (0.19117104268895646) | > loss_disc_real_2: 0.23208105564117432 (0.202688716632957) | > loss_disc_real_3: 0.19804979860782623 (0.20641836582141682) | > loss_disc_real_4: 0.21558880805969238 (0.20965955347326554) | > loss_disc_real_5: 0.20431220531463623 (0.20209309532366432) | > loss_0: 2.2025437355041504 (2.2335432845377308) | > grad_norm_0: tensor(97.7046, device='cuda:0') (tensor(59.2373, device='cuda:0')) | > loss_gen: 2.875617504119873 (2.7883281078388236) | > loss_kl: 2.142216682434082 (2.1609252264967824) | > loss_feat: 8.02257251739502 (8.491629438065424) | > loss_mel: 15.16341495513916 (15.116114954954625) | > loss_duration: 1.6068358421325684 (1.6100024394158114) | > amp_scaler: 64.0 (120.50975292587776) | > loss_1: 29.810659408569336 (30.167000258387453) | > grad_norm_1: tensor(998.2218, device='cuda:0') (tensor(975.2440, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.8584 (0.8558550023598543) | > loader_time: 0.0141 (0.01123280301980761)  --> TIME: 2025-02-20 12:35:47 -- STEP: 819/924 -- GLOBAL_STEP: 122450 | > loss_disc: 2.137338399887085 (2.2333016242736408) | > loss_disc_real_0: 0.1024598479270935 (0.12468129300463476) | > loss_disc_real_1: 0.199558824300766 (0.19110371761924627) | > loss_disc_real_2: 0.2129373997449875 (0.20256954797239957) | > loss_disc_real_3: 0.22323322296142578 (0.206288675394396) | > loss_disc_real_4: 0.20129717886447906 (0.2097066834259674) | > loss_disc_real_5: 0.21648946404457092 (0.20240533377370265) | > loss_0: 2.137338399887085 (2.2333016242736408) | > grad_norm_0: tensor(59.3993, device='cuda:0') (tensor(58.6953, device='cuda:0')) | > loss_gen: 2.932028293609619 (2.7853110305264472) | > loss_kl: 2.290304183959961 (2.160916436431756) | > loss_feat: 8.765534400939941 (8.479438007387337) | > loss_mel: 15.676321029663086 (15.117049005296495) | > loss_duration: 1.6121793985366821 (1.6098752299799004) | > amp_scaler: 64.0 (117.05982905982906) | > loss_1: 31.276365280151367 (30.152589790987008) | > grad_norm_1: tensor(1541.6377, device='cuda:0') (tensor(992.9874, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.8705 (0.8554300292507635) | > loader_time: 0.0114 (0.011253184014624287)  --> TIME: 2025-02-20 12:36:30 -- STEP: 869/924 -- GLOBAL_STEP: 122500 | > loss_disc: 2.368328809738159 (2.232748390067157) | > loss_disc_real_0: 0.09360896795988083 (0.12492914635889553) | > loss_disc_real_1: 0.1912010908126831 (0.19096506125496238) | > loss_disc_real_2: 0.2159118950366974 (0.20253121924894169) | > loss_disc_real_3: 0.23197996616363525 (0.20613647191447693) | > loss_disc_real_4: 0.2222248911857605 (0.20970419532821974) | > loss_disc_real_5: 0.18464022874832153 (0.20233408995272786) | > loss_0: 2.368328809738159 (2.232748390067157) | > grad_norm_0: tensor(68.2655, device='cuda:0') (tensor(58.8954, device='cuda:0')) | > loss_gen: 2.6392054557800293 (2.7874086674118486) | > loss_kl: 2.1495890617370605 (2.1645711631577367) | > loss_feat: 7.2164082527160645 (8.48883902546451) | > loss_mel: 13.774927139282227 (15.124093208269091) | > loss_duration: 1.598710298538208 (1.6099805328459131) | > amp_scaler: 64.0 (114.00690448791714) | > loss_1: 27.378841400146484 (30.17489266258389) | > grad_norm_1: tensor(796.4841, device='cuda:0') (tensor(1004.7518, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.8453 (0.8549392785795541) | > loader_time: 0.0109 (0.011240486994437157)  --> TIME: 2025-02-20 12:37:12 -- STEP: 919/924 -- GLOBAL_STEP: 122550 | > loss_disc: 2.30676007270813 (2.2343733631098726) | > loss_disc_real_0: 0.13078704476356506 (0.12600508921245632) | > loss_disc_real_1: 0.16778282821178436 (0.1909066486832108) | > loss_disc_real_2: 0.2130894660949707 (0.20248111171224292) | > loss_disc_real_3: 0.21487392485141754 (0.20605485361795048) | > loss_disc_real_4: 0.1901242882013321 (0.20967265477118222) | > loss_disc_real_5: 0.22742833197116852 (0.20237228833746987) | > loss_0: 2.30676007270813 (2.2343733631098726) | > grad_norm_0: tensor(59.7257, device='cuda:0') (tensor(59.0983, device='cuda:0')) | > loss_gen: 2.787912607192993 (2.7862277739195886) | > loss_kl: 2.10650372505188 (2.16480763096026) | > loss_feat: 8.522010803222656 (8.489403634387854) | > loss_mel: 15.783551216125488 (15.138926159440498) | > loss_duration: 1.5958691835403442 (1.6095955006056692) | > amp_scaler: 64.0 (111.28618063112079) | > loss_1: 30.795846939086914 (30.188960757167347) | > grad_norm_1: tensor(1052.3604, device='cuda:0') (tensor(996.9229, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.8421 (0.8539905021447484) | > loader_time: 0.0104 (0.01123481165208287)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.331812620162964 (2.331812620162964) | > loss_disc_real_0: 0.1106095239520073 (0.1106095239520073) | > loss_disc_real_1: 0.1935710906982422 (0.1935710906982422) | > loss_disc_real_2: 0.21335914731025696 (0.21335914731025696) | > loss_disc_real_3: 0.25054821372032166 (0.25054821372032166) | > loss_disc_real_4: 0.2288849949836731 (0.2288849949836731) | > loss_disc_real_5: 0.2359161227941513 (0.2359161227941513) | > loss_0: 2.331812620162964 (2.331812620162964) | > loss_gen: 2.528524875640869 (2.528524875640869) | > loss_kl: 2.015645980834961 (2.015645980834961) | > loss_feat: 7.909731388092041 (7.909731388092041) | > loss_mel: 14.175280570983887 (14.175280570983887) | > loss_duration: 1.6686899662017822 (1.6686899662017822) | > loss_1: 28.29787254333496 (28.29787254333496)  --> STEP: 1 | > loss_disc: 2.3205833435058594 (2.3205833435058594) | > loss_disc_real_0: 0.12156924605369568 (0.12156924605369568) | > loss_disc_real_1: 0.1911708563566208 (0.1911708563566208) | > loss_disc_real_2: 0.24521934986114502 (0.24521934986114502) | > loss_disc_real_3: 0.24868033826351166 (0.24868033826351166) | > loss_disc_real_4: 0.23503002524375916 (0.23503002524375916) | > loss_disc_real_5: 0.2186439335346222 (0.2186439335346222) | > loss_0: 2.3205833435058594 (2.3205833435058594) | > loss_gen: 2.6596617698669434 (2.6596617698669434) | > loss_kl: 1.9580776691436768 (1.9580776691436768) | > loss_feat: 8.253679275512695 (8.253679275512695) | > loss_mel: 15.744089126586914 (15.744089126586914) | > loss_duration: 1.6831481456756592 (1.6831481456756592) | > loss_1: 30.298654556274414 (30.298654556274414)  --> STEP: 2 | > loss_disc: 2.3481578826904297 (2.3343706130981445) | > loss_disc_real_0: 0.12706579267978668 (0.12431751936674118) | > loss_disc_real_1: 0.18978233635425568 (0.19047659635543823) | > loss_disc_real_2: 0.23740167915821075 (0.2413105145096779) | > loss_disc_real_3: 0.2537153661251068 (0.25119785219430923) | > loss_disc_real_4: 0.2489852011203766 (0.24200761318206787) | > loss_disc_real_5: 0.22149008512496948 (0.22006700932979584) | > loss_0: 2.3481578826904297 (2.3343706130981445) | > loss_gen: 2.6232993602752686 (2.641480565071106) | > loss_kl: 1.9790823459625244 (1.9685800075531006) | > loss_feat: 7.940502643585205 (8.09709095954895) | > loss_mel: 14.303150177001953 (15.023619651794434) | > loss_duration: 1.573660969734192 (1.6284045577049255) | > loss_1: 28.419696807861328 (29.35917568206787)  --> STEP: 3 | > loss_disc: 2.299025535583496 (2.3225889205932617) | > loss_disc_real_0: 0.0931234210729599 (0.11391948660214742) | > loss_disc_real_1: 0.19203653931617737 (0.1909965773423513) | > loss_disc_real_2: 0.24205446243286133 (0.24155849715073904) | > loss_disc_real_3: 0.2619795799255371 (0.2547917614380519) | > loss_disc_real_4: 0.2404211461544037 (0.24147879083951315) | > loss_disc_real_5: 0.24433481693267822 (0.22815627853075662) | > loss_0: 2.299025535583496 (2.3225889205932617) | > loss_gen: 2.6151435375213623 (2.632701555887858) | > loss_kl: 1.9637311697006226 (1.9669637282689412) | > loss_feat: 7.932027816772461 (8.042069911956787) | > loss_mel: 16.014249801635742 (15.353829701741537) | > loss_duration: 1.668365478515625 (1.6417248646418254) | > loss_1: 30.19351577758789 (29.63728904724121)  --> STEP: 4 | > loss_disc: 2.4214611053466797 (2.347306966781616) | > loss_disc_real_0: 0.1126900166273117 (0.11361211910843849) | > loss_disc_real_1: 0.18903306126594543 (0.19050569832324982) | > loss_disc_real_2: 0.23940865695476532 (0.2410210371017456) | > loss_disc_real_3: 0.2848016619682312 (0.2622942365705967) | > loss_disc_real_4: 0.2298411726951599 (0.23856938630342484) | > loss_disc_real_5: 0.23031079769134521 (0.22869490832090378) | > loss_0: 2.4214611053466797 (2.347306966781616) | > loss_gen: 2.3979759216308594 (2.5740201473236084) | > loss_kl: 1.683915376663208 (1.896201640367508) | > loss_feat: 6.886749267578125 (7.753239750862122) | > loss_mel: 13.113812446594238 (14.793825387954712) | > loss_duration: 1.7618134021759033 (1.6717469990253448) | > loss_1: 25.844266891479492 (28.68903350830078)  --> STEP: 5 | > loss_disc: 1.9579744338989258 (2.269440460205078) | > loss_disc_real_0: 0.04085278511047363 (0.09906025230884552) | > loss_disc_real_1: 0.17382554709911346 (0.18716966807842256) | > loss_disc_real_2: 0.15343470871448517 (0.2235037714242935) | > loss_disc_real_3: 0.3459073305130005 (0.27901685535907744) | > loss_disc_real_4: 0.26691481471061707 (0.2442384719848633) | > loss_disc_real_5: 0.1329815834760666 (0.20955224335193634) | > loss_0: 1.9579744338989258 (2.269440460205078) | > loss_gen: 3.111457347869873 (2.6815075874328613) | > loss_kl: 2.082252264022827 (1.9334117650985718) | > loss_feat: 10.421701431274414 (8.28693208694458) | > loss_mel: 17.1868839263916 (15.27243709564209) | > loss_duration: 1.5486886501312256 (1.647135329246521) | > loss_1: 34.350982666015625 (29.82142333984375) --> EVAL PERFORMANCE | > avg_loader_time: 0.15042247772216796 (-0.0033393859863281306) | > avg_loss_disc: 2.269440460205078 (-0.04697012901306152) | > avg_loss_disc_real_0: 0.09906025230884552 (-0.05942171812057495) | > avg_loss_disc_real_1: 0.18716966807842256 (-0.01220119297504424) | > avg_loss_disc_real_2: 0.2235037714242935 (-0.00018823742866516668) | > avg_loss_disc_real_3: 0.27901685535907744 (+0.04984318912029265) | > avg_loss_disc_real_4: 0.2442384719848633 (+0.03899662792682648) | > avg_loss_disc_real_5: 0.20955224335193634 (-0.0281891107559204) | > avg_loss_0: 2.269440460205078 (-0.04697012901306152) | > avg_loss_gen: 2.6815075874328613 (-0.06384882926940927) | > avg_loss_kl: 1.9334117650985718 (-0.126416778564453) | > avg_loss_feat: 8.28693208694458 (+0.6786903381347651) | > avg_loss_mel: 15.27243709564209 (+1.5543352127075192) | > avg_loss_duration: 1.647135329246521 (+0.014122605323791504) | > avg_loss_1: 29.82142333984375 (+2.056881713867188)  > EPOCH: 83/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 12:37:25)   --> TIME: 2025-02-20 12:38:06 -- STEP: 45/924 -- GLOBAL_STEP: 122600 | > loss_disc: 2.042348861694336 (2.2347480561998156) | > loss_disc_real_0: 0.047807805240154266 (0.12130215399795108) | > loss_disc_real_1: 0.22015723586082458 (0.19116962485843234) | > loss_disc_real_2: 0.2073836773633957 (0.2031327701277203) | > loss_disc_real_3: 0.20452480018138885 (0.20684143238597447) | > loss_disc_real_4: 0.2273743748664856 (0.21020455294185214) | > loss_disc_real_5: 0.1785755157470703 (0.2028592175907559) | > loss_0: 2.042348861694336 (2.2347480561998156) | > grad_norm_0: tensor(38.6628, device='cuda:0') (tensor(63.1536, device='cuda:0')) | > loss_gen: 3.0462887287139893 (2.7901511351267496) | > loss_kl: 2.0939223766326904 (2.1288095924589374) | > loss_feat: 9.6668062210083 (8.533579349517824) | > loss_mel: 17.113887786865234 (15.224633004930284) | > loss_duration: 1.6010212898254395 (1.609339623981052) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.52192687988281 (30.286512417263456) | > grad_norm_1: tensor(1202.9456, device='cuda:0') (tensor(1109.5264, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.8753 (0.8460210217369928) | > loader_time: 0.0119 (0.01127800411648221)  --> TIME: 2025-02-20 12:38:49 -- STEP: 95/924 -- GLOBAL_STEP: 122650 | > loss_disc: 2.3072516918182373 (2.2340046932822784) | > loss_disc_real_0: 0.0972159206867218 (0.12011503047849002) | > loss_disc_real_1: 0.17261824011802673 (0.19092017114162446) | > loss_disc_real_2: 0.2146497368812561 (0.20282910528935885) | > loss_disc_real_3: 0.18926216661930084 (0.20596910244540165) | > loss_disc_real_4: 0.1954314112663269 (0.21031655841752103) | > loss_disc_real_5: 0.1884932816028595 (0.20222883114689275) | > loss_0: 2.3072516918182373 (2.2340046932822784) | > grad_norm_0: tensor(36.5673, device='cuda:0') (tensor(61.1610, device='cuda:0')) | > loss_gen: 2.5521774291992188 (2.7947455105028656) | > loss_kl: 2.2010555267333984 (2.144650676375944) | > loss_feat: 7.226743221282959 (8.518353060672156) | > loss_mel: 13.444964408874512 (15.170140587656121) | > loss_duration: 1.5933163166046143 (1.610266463380111) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.018259048461914 (30.238156107852333) | > grad_norm_1: tensor(1150.3287, device='cuda:0') (tensor(1094.0302, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.7984 (0.8461531639099119) | > loader_time: 0.0092 (0.011322726701435295)  --> TIME: 2025-02-20 12:39:32 -- STEP: 145/924 -- GLOBAL_STEP: 122700 | > loss_disc: 2.4138662815093994 (2.2334518909454344) | > loss_disc_real_0: 0.18818438053131104 (0.11914372045932145) | > loss_disc_real_1: 0.1547721028327942 (0.19152820213087676) | > loss_disc_real_2: 0.19614337384700775 (0.2029871401087991) | > loss_disc_real_3: 0.20329761505126953 (0.20658238334902398) | > loss_disc_real_4: 0.20400306582450867 (0.2099133227405877) | > loss_disc_real_5: 0.21905158460140228 (0.20283537209033964) | > loss_0: 2.4138662815093994 (2.2334518909454344) | > grad_norm_0: tensor(102.6381, device='cuda:0') (tensor(63.4613, device='cuda:0')) | > loss_gen: 2.5763394832611084 (2.7956878925191955) | > loss_kl: 2.01567006111145 (2.137292989369098) | > loss_feat: 7.477105617523193 (8.482195452986089) | > loss_mel: 15.840476036071777 (15.074242322198275) | > loss_duration: 1.5966923236846924 (1.6108502897722967) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.506284713745117 (30.100268778307683) | > grad_norm_1: tensor(623.2197, device='cuda:0') (tensor(1099.4053, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.8605 (0.845343408913448) | > loader_time: 0.0122 (0.011362766397410427)  --> TIME: 2025-02-20 12:40:15 -- STEP: 195/924 -- GLOBAL_STEP: 122750 | > loss_disc: 2.262895107269287 (2.2363137379670768) | > loss_disc_real_0: 0.15556640923023224 (0.12068119946962748) | > loss_disc_real_1: 0.2007996141910553 (0.19205724314237252) | > loss_disc_real_2: 0.19772036373615265 (0.20268606383066912) | > loss_disc_real_3: 0.1960241198539734 (0.20627595186233522) | > loss_disc_real_4: 0.20441880822181702 (0.20974763471346636) | > loss_disc_real_5: 0.18740499019622803 (0.20335719195696023) | > loss_0: 2.262895107269287 (2.2363137379670768) | > grad_norm_0: tensor(129.6790, device='cuda:0') (tensor(64.4227, device='cuda:0')) | > loss_gen: 2.809776782989502 (2.7943809399238013) | > loss_kl: 2.102313756942749 (2.135888854662579) | > loss_feat: 7.743646144866943 (8.494080846737594) | > loss_mel: 14.187777519226074 (15.09984188079834) | > loss_duration: 1.6389623880386353 (1.6082163284986444) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.48247528076172 (30.132408670278696) | > grad_norm_1: tensor(1414.2506, device='cuda:0') (tensor(1071.5150, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.8257 (0.8462000528971354) | > loader_time: 0.0106 (0.011215820067968119)  --> TIME: 2025-02-20 12:40:59 -- STEP: 245/924 -- GLOBAL_STEP: 122800 | > loss_disc: 2.214435338973999 (2.231817591920191) | > loss_disc_real_0: 0.08844765275716782 (0.11835804125484155) | > loss_disc_real_1: 0.17898742854595184 (0.19241117324147905) | > loss_disc_real_2: 0.169120192527771 (0.2025316122235084) | > loss_disc_real_3: 0.19924421608448029 (0.2057380710937539) | > loss_disc_real_4: 0.1861952245235443 (0.20983272194862365) | > loss_disc_real_5: 0.21868419647216797 (0.20338760681298315) | > loss_0: 2.214435338973999 (2.231817591920191) | > grad_norm_0: tensor(84.6413, device='cuda:0') (tensor(63.7985, device='cuda:0')) | > loss_gen: 2.8726117610931396 (2.799863967116999) | > loss_kl: 2.140507459640503 (2.1329581124441965) | > loss_feat: 9.24672794342041 (8.497634934405891) | > loss_mel: 16.2681884765625 (15.083324662033393) | > loss_duration: 1.6426236629486084 (1.6092987770936924) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.170658111572266 (30.1230803042042) | > grad_norm_1: tensor(1003.6169, device='cuda:0') (tensor(1063.0586, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.859 (0.847161153871186) | > loader_time: 0.0107 (0.011271380405036767)  --> TIME: 2025-02-20 12:41:42 -- STEP: 295/924 -- GLOBAL_STEP: 122850 | > loss_disc: 2.3789985179901123 (2.2347009060746523) | > loss_disc_real_0: 0.0794132649898529 (0.12027314143665767) | > loss_disc_real_1: 0.16458238661289215 (0.19234372720880025) | > loss_disc_real_2: 0.19029773771762848 (0.2033394722110134) | > loss_disc_real_3: 0.21487726271152496 (0.2058200191643278) | > loss_disc_real_4: 0.24436889588832855 (0.20968668819484063) | > loss_disc_real_5: 0.18305949866771698 (0.20306048231609797) | > loss_0: 2.3789985179901123 (2.2347009060746523) | > grad_norm_0: tensor(50.4422, device='cuda:0') (tensor(65.5208, device='cuda:0')) | > loss_gen: 2.5186896324157715 (2.8025074360734332) | > loss_kl: 2.1289963722229004 (2.1405144756123167) | > loss_feat: 8.347305297851562 (8.495500073190463) | > loss_mel: 14.042030334472656 (15.066179543834622) | > loss_duration: 1.5964081287384033 (1.6094013404037986) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.63343048095703 (30.11410276768571) | > grad_norm_1: tensor(1069.1409, device='cuda:0') (tensor(1060.2437, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.8771 (0.8490726066847978) | > loader_time: 0.0132 (0.011305017794592902)  --> TIME: 2025-02-20 12:42:26 -- STEP: 345/924 -- GLOBAL_STEP: 122900 | > loss_disc: 2.075418472290039 (2.2348452360733697) | > loss_disc_real_0: 0.15867631137371063 (0.12001882629550022) | > loss_disc_real_1: 0.15100395679473877 (0.1922654540642449) | > loss_disc_real_2: 0.1660940796136856 (0.2030401250158531) | > loss_disc_real_3: 0.19093391299247742 (0.20633553028970525) | > loss_disc_real_4: 0.18657466769218445 (0.21002033447873766) | > loss_disc_real_5: 0.17441250383853912 (0.203326692831689) | > loss_0: 2.075418472290039 (2.2348452360733697) | > grad_norm_0: tensor(123.9116, device='cuda:0') (tensor(66.2045, device='cuda:0')) | > loss_gen: 2.9873385429382324 (2.802985821599546) | > loss_kl: 2.4970622062683105 (2.1475963271182508) | > loss_feat: 8.951045989990234 (8.505090414959454) | > loss_mel: 15.13253402709961 (15.081617396810781) | > loss_duration: 1.642348289489746 (1.6091847205507577) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.210330963134766 (30.146474600529324) | > grad_norm_1: tensor(1335.8237, device='cuda:0') (tensor(1054.6071, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.8586 (0.8501041654227437) | > loader_time: 0.0099 (0.011251220841338665)  --> TIME: 2025-02-20 12:43:10 -- STEP: 395/924 -- GLOBAL_STEP: 122950 | > loss_disc: 2.1370961666107178 (2.2293065140518973) | > loss_disc_real_0: 0.08764126896858215 (0.118115073763117) | > loss_disc_real_1: 0.18211974203586578 (0.19242158818848532) | > loss_disc_real_2: 0.19929203391075134 (0.20255275938329817) | > loss_disc_real_3: 0.2713419198989868 (0.20619472053986562) | > loss_disc_real_4: 0.2258172482252121 (0.20981010145778897) | > loss_disc_real_5: 0.18558110296726227 (0.20295753660081303) | > loss_0: 2.1370961666107178 (2.2293065140518973) | > grad_norm_0: tensor(46.3777, device='cuda:0') (tensor(65.0596, device='cuda:0')) | > loss_gen: 3.0715770721435547 (2.8110322487505175) | > loss_kl: 2.188659191131592 (2.149640357343456) | > loss_feat: 9.080592155456543 (8.526731433144098) | > loss_mel: 15.606663703918457 (15.099359978301615) | > loss_duration: 1.5941550731658936 (1.6092692299734181) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.54164695739746 (30.19603319288809) | > grad_norm_1: tensor(1135.6023, device='cuda:0') (tensor(1044.8378, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.8945 (0.8507309623911411) | > loader_time: 0.0115 (0.011222667935528329)  --> TIME: 2025-02-20 12:43:53 -- STEP: 445/924 -- GLOBAL_STEP: 123000 | > loss_disc: 2.3190040588378906 (2.227742366308576) | > loss_disc_real_0: 0.10351873934268951 (0.1168893216701036) | > loss_disc_real_1: 0.1781349778175354 (0.1924952487262448) | > loss_disc_real_2: 0.1876945048570633 (0.20281769907876346) | > loss_disc_real_3: 0.21504493057727814 (0.20636032133289936) | > loss_disc_real_4: 0.1910436451435089 (0.20992101002275274) | > loss_disc_real_5: 0.1709069013595581 (0.2021655380223574) | > loss_0: 2.3190040588378906 (2.227742366308576) | > grad_norm_0: tensor(49.1882, device='cuda:0') (tensor(64.1408, device='cuda:0')) | > loss_gen: 2.558929443359375 (2.8118498561087617) | > loss_kl: 2.1136019229888916 (2.147075789965939) | > loss_feat: 7.791619777679443 (8.518359178907414) | > loss_mel: 14.894810676574707 (15.091524325595813) | > loss_duration: 1.5677917003631592 (1.60928350512901) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.926753997802734 (30.178092635079715) | > grad_norm_1: tensor(571.0280, device='cuda:0') (tensor(1043.8031, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.8572 (0.85104390262218) | > loader_time: 0.0111 (0.011244932989056187) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_123000.pth  --> TIME: 2025-02-20 12:44:39 -- STEP: 495/924 -- GLOBAL_STEP: 123050 | > loss_disc: 2.2936148643493652 (2.2283843905034684) | > loss_disc_real_0: 0.15056218206882477 (0.11779611003067758) | > loss_disc_real_1: 0.20559366047382355 (0.19228451342293715) | > loss_disc_real_2: 0.22511546313762665 (0.20283053023646577) | > loss_disc_real_3: 0.21474702656269073 (0.20639391980990016) | > loss_disc_real_4: 0.20434698462486267 (0.20982896806013704) | > loss_disc_real_5: 0.23867006599903107 (0.20259877923462122) | > loss_0: 2.2936148643493652 (2.2283843905034684) | > grad_norm_0: tensor(74.8154, device='cuda:0') (tensor(63.7638, device='cuda:0')) | > loss_gen: 2.741333246231079 (2.811834774113665) | > loss_kl: 2.245400905609131 (2.14893313104456) | > loss_feat: 7.659287929534912 (8.526775651989562) | > loss_mel: 14.091850280761719 (15.114993985493978) | > loss_duration: 1.60713529586792 (1.6092202239566376) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.345008850097656 (30.21175774082993) | > grad_norm_1: tensor(695.5303, device='cuda:0') (tensor(1041.2247, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.8101 (0.8512619023371224) | > loader_time: 0.0093 (0.01127280129326714)  --> TIME: 2025-02-20 12:45:23 -- STEP: 545/924 -- GLOBAL_STEP: 123100 | > loss_disc: 2.2187552452087402 (2.229605592718911) | > loss_disc_real_0: 0.038669001311063766 (0.11844324982220973) | > loss_disc_real_1: 0.13975568115711212 (0.19200350251219694) | > loss_disc_real_2: 0.17874211072921753 (0.20280891079968266) | > loss_disc_real_3: 0.1790207326412201 (0.20663997615696095) | > loss_disc_real_4: 0.18178854882717133 (0.20982110915927718) | > loss_disc_real_5: 0.1940132975578308 (0.20275630006276135) | > loss_0: 2.2187552452087402 (2.229605592718911) | > grad_norm_0: tensor(41.9030, device='cuda:0') (tensor(63.4711, device='cuda:0')) | > loss_gen: 2.7341761589050293 (2.8101981994208933) | > loss_kl: 2.0499727725982666 (2.148778321764884) | > loss_feat: 9.197980880737305 (8.53550409352014) | > loss_mel: 15.950765609741211 (15.13188852432671) | > loss_duration: 1.5870420932769775 (1.6095511871740356) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.51993751525879 (30.235920316363693) | > grad_norm_1: tensor(1455.8307, device='cuda:0') (tensor(1050.4631, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.8234 (0.8520302803144545) | > loader_time: 0.0098 (0.011272125944085073)  --> TIME: 2025-02-20 12:46:06 -- STEP: 595/924 -- GLOBAL_STEP: 123150 | > loss_disc: 2.398927688598633 (2.2319923418910568) | > loss_disc_real_0: 0.08253441005945206 (0.11886143387616181) | > loss_disc_real_1: 0.263966828584671 (0.19226879354785473) | > loss_disc_real_2: 0.24655114114284515 (0.20335891442138607) | > loss_disc_real_3: 0.24316026270389557 (0.20660202453116405) | > loss_disc_real_4: 0.2055681347846985 (0.2099657985092212) | > loss_disc_real_5: 0.20001865923404694 (0.20244531747924188) | > loss_0: 2.398927688598633 (2.2319923418910568) | > grad_norm_0: tensor(25.0410, device='cuda:0') (tensor(62.9194, device='cuda:0')) | > loss_gen: 2.526137113571167 (2.8079860775410617) | > loss_kl: 2.1395223140716553 (2.1495291808072254) | > loss_feat: 7.127504825592041 (8.526142672530744) | > loss_mel: 14.14574146270752 (15.137870988925966) | > loss_duration: 1.6250479221343994 (1.6093640329457133) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.563953399658203 (30.230892918690913) | > grad_norm_1: tensor(632.5640, device='cuda:0') (tensor(1052.2113, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.8356 (0.8521294734057258) | > loader_time: 0.0107 (0.0113061163605762)  --> TIME: 2025-02-20 12:46:50 -- STEP: 645/924 -- GLOBAL_STEP: 123200 | > loss_disc: 2.0758070945739746 (2.231315948427185) | > loss_disc_real_0: 0.0706847608089447 (0.11905961222080297) | > loss_disc_real_1: 0.15141268074512482 (0.19192215007867003) | > loss_disc_real_2: 0.1842554658651352 (0.20307269204956616) | > loss_disc_real_3: 0.20208536088466644 (0.20664466018824615) | > loss_disc_real_4: 0.17179782688617706 (0.20995601836101038) | > loss_disc_real_5: 0.202162504196167 (0.20269780347282582) | > loss_0: 2.0758070945739746 (2.231315948427185) | > grad_norm_0: tensor(91.8931, device='cuda:0') (tensor(63.0914, device='cuda:0')) | > loss_gen: 2.845707416534424 (2.804929321496062) | > loss_kl: 2.0385565757751465 (2.1510850320490764) | > loss_feat: 9.484349250793457 (8.51424318875453) | > loss_mel: 15.682127952575684 (15.118107523659402) | > loss_duration: 1.6542367935180664 (1.6090389558511187) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.704975128173828 (30.197403997968333) | > grad_norm_1: tensor(865.4434, device='cuda:0') (tensor(1058.5494, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.8291 (0.8524625896483429) | > loader_time: 0.0112 (0.01129901131918263)  --> TIME: 2025-02-20 12:47:33 -- STEP: 695/924 -- GLOBAL_STEP: 123250 | > loss_disc: 2.098281145095825 (2.2310350256858094) | > loss_disc_real_0: 0.12486285716295242 (0.11937129380141231) | > loss_disc_real_1: 0.20487746596336365 (0.19172834895497606) | > loss_disc_real_2: 0.204127237200737 (0.20303031690686726) | > loss_disc_real_3: 0.20301415026187897 (0.20673101042672026) | > loss_disc_real_4: 0.20293551683425903 (0.2098032369030466) | > loss_disc_real_5: 0.19682566821575165 (0.20290386098966331) | > loss_0: 2.098281145095825 (2.2310350256858094) | > grad_norm_0: tensor(59.1259, device='cuda:0') (tensor(62.9893, device='cuda:0')) | > loss_gen: 3.056749105453491 (2.804587435550829) | > loss_kl: 2.24106502532959 (2.156154145268228) | > loss_feat: 9.382637977600098 (8.519763753740051) | > loss_mel: 14.82579517364502 (15.121615843464145) | > loss_duration: 1.6028785705566406 (1.6089041339407721) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.1091251373291 (30.211025312135547) | > grad_norm_1: tensor(886.8066, device='cuda:0') (tensor(1066.0044, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.8696 (0.8529234254960534) | > loader_time: 0.0114 (0.011354109880735552)  --> TIME: 2025-02-20 12:48:17 -- STEP: 745/924 -- GLOBAL_STEP: 123300 | > loss_disc: 2.2314705848693848 (2.2309718698463143) | > loss_disc_real_0: 0.11391205340623856 (0.11978689317135202) | > loss_disc_real_1: 0.19754880666732788 (0.19174624797481823) | > loss_disc_real_2: 0.19970497488975525 (0.2030184930202945) | > loss_disc_real_3: 0.21741528809070587 (0.2066434170975781) | > loss_disc_real_4: 0.19283972680568695 (0.2096007348307028) | > loss_disc_real_5: 0.23060962557792664 (0.20278952620773516) | > loss_0: 2.2314705848693848 (2.2309718698463143) | > grad_norm_0: tensor(53.9614, device='cuda:0') (tensor(63.6733, device='cuda:0')) | > loss_gen: 2.6289684772491455 (2.8064804544384865) | > loss_kl: 2.0566272735595703 (2.1573471008531198) | > loss_feat: 7.762253284454346 (8.534755270273095) | > loss_mel: 14.201546669006348 (15.157026329296547) | > loss_duration: 1.593423843383789 (1.6088121940625595) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.242820739746094 (30.26442134524352) | > grad_norm_1: tensor(1070.8740, device='cuda:0') (tensor(1063.4365, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.868 (0.8533986520447187) | > loader_time: 0.0148 (0.011365373662654188)  --> TIME: 2025-02-20 12:49:01 -- STEP: 795/924 -- GLOBAL_STEP: 123350 | > loss_disc: 2.2301769256591797 (2.230601924020534) | > loss_disc_real_0: 0.17764100432395935 (0.11986201709640101) | > loss_disc_real_1: 0.19341528415679932 (0.19168893706123788) | > loss_disc_real_2: 0.19072411954402924 (0.20311625867894612) | > loss_disc_real_3: 0.2548418343067169 (0.20657744053399787) | > loss_disc_real_4: 0.22562506794929504 (0.20960123392770882) | > loss_disc_real_5: 0.207452192902565 (0.2026613872099973) | > loss_0: 2.2301769256591797 (2.230601924020534) | > grad_norm_0: tensor(80.4995, device='cuda:0') (tensor(63.5741, device='cuda:0')) | > loss_gen: 2.9838509559631348 (2.805887601960382) | > loss_kl: 2.1528141498565674 (2.156863485342301) | > loss_feat: 8.52599811553955 (8.529188012776881) | > loss_mel: 15.426827430725098 (15.14310732187715) | > loss_duration: 1.5695044994354248 (1.608945678764919) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.658994674682617 (30.24399210372061) | > grad_norm_1: tensor(1176.5004, device='cuda:0') (tensor(1060.8801, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.876 (0.8535405767788677) | > loader_time: 0.0112 (0.011392216412526258)  --> TIME: 2025-02-20 12:49:44 -- STEP: 845/924 -- GLOBAL_STEP: 123400 | > loss_disc: 2.058015823364258 (2.229567780579331) | > loss_disc_real_0: 0.061149053275585175 (0.11963299220571151) | > loss_disc_real_1: 0.1933813840150833 (0.19152811257796884) | > loss_disc_real_2: 0.21129553020000458 (0.20295494572650752) | > loss_disc_real_3: 0.20111185312271118 (0.2065083621168983) | > loss_disc_real_4: 0.21561992168426514 (0.20946946618472337) | > loss_disc_real_5: 0.22894497215747833 (0.20289725884354332) | > loss_0: 2.058015823364258 (2.229567780579331) | > grad_norm_0: tensor(38.0218, device='cuda:0') (tensor(62.8944, device='cuda:0')) | > loss_gen: 2.9634323120117188 (2.803628422099459) | > loss_kl: 2.136552095413208 (2.15734569969967) | > loss_feat: 9.412812232971191 (8.531269577410098) | > loss_mel: 15.956371307373047 (15.143607782894337) | > loss_duration: 1.560056447982788 (1.6087716843249529) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.02922439575195 (30.244623157117495) | > grad_norm_1: tensor(1432.6864, device='cuda:0') (tensor(1065.8267, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.8722 (0.8533613817226252) | > loader_time: 0.0114 (0.011376633728749655)  --> TIME: 2025-02-20 12:50:27 -- STEP: 895/924 -- GLOBAL_STEP: 123450 | > loss_disc: 2.235443353652954 (2.228432803447016) | > loss_disc_real_0: 0.16758126020431519 (0.11961486670058533) | > loss_disc_real_1: 0.20611709356307983 (0.19118306984781555) | > loss_disc_real_2: 0.2020859569311142 (0.2027641649519265) | > loss_disc_real_3: 0.22186967730522156 (0.20645960477810332) | > loss_disc_real_4: 0.2199888527393341 (0.20938787809963338) | > loss_disc_real_5: 0.2160271555185318 (0.20297764916826233) | > loss_0: 2.235443353652954 (2.228432803447016) | > grad_norm_0: tensor(56.5015, device='cuda:0') (tensor(63.4700, device='cuda:0')) | > loss_gen: 2.831371784210205 (2.8054071532947407) | > loss_kl: 2.1373398303985596 (2.1588194218427756) | > loss_feat: 7.645998954772949 (8.545422763931017) | > loss_mel: 14.081835746765137 (15.166181853097244) | > loss_duration: 1.606898546218872 (1.6086493305653833) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.303443908691406 (30.284480494493877) | > grad_norm_1: tensor(1102.3324, device='cuda:0') (tensor(1064.0848, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.7699 (0.8527284339819541) | > loader_time: 0.011 (0.01137335899821873)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3135201930999756 (2.3135201930999756) | > loss_disc_real_0: 0.1875840276479721 (0.1875840276479721) | > loss_disc_real_1: 0.21194042265415192 (0.21194042265415192) | > loss_disc_real_2: 0.2189287394285202 (0.2189287394285202) | > loss_disc_real_3: 0.19693677127361298 (0.19693677127361298) | > loss_disc_real_4: 0.20675139129161835 (0.20675139129161835) | > loss_disc_real_5: 0.19700832664966583 (0.19700832664966583) | > loss_0: 2.3135201930999756 (2.3135201930999756) | > loss_gen: 2.556709051132202 (2.556709051132202) | > loss_kl: 1.9605746269226074 (1.9605746269226074) | > loss_feat: 7.970198631286621 (7.970198631286621) | > loss_mel: 15.112054824829102 (15.112054824829102) | > loss_duration: 1.6764113903045654 (1.6764113903045654) | > loss_1: 29.27594757080078 (29.27594757080078)  --> STEP: 1 | > loss_disc: 2.413637638092041 (2.413637638092041) | > loss_disc_real_0: 0.16832494735717773 (0.16832494735717773) | > loss_disc_real_1: 0.2356501817703247 (0.2356501817703247) | > loss_disc_real_2: 0.2513381242752075 (0.2513381242752075) | > loss_disc_real_3: 0.2081843912601471 (0.2081843912601471) | > loss_disc_real_4: 0.24898923933506012 (0.24898923933506012) | > loss_disc_real_5: 0.23391541838645935 (0.23391541838645935) | > loss_0: 2.413637638092041 (2.413637638092041) | > loss_gen: 2.577306032180786 (2.577306032180786) | > loss_kl: 2.1039133071899414 (2.1039133071899414) | > loss_feat: 7.753384590148926 (7.753384590148926) | > loss_mel: 14.932973861694336 (14.932973861694336) | > loss_duration: 1.673671841621399 (1.673671841621399) | > loss_1: 29.041250228881836 (29.041250228881836)  --> STEP: 2 | > loss_disc: 2.4852187633514404 (2.4494282007217407) | > loss_disc_real_0: 0.20325882732868195 (0.18579188734292984) | > loss_disc_real_1: 0.23590071499347687 (0.2357754483819008) | > loss_disc_real_2: 0.2421661615371704 (0.24675214290618896) | > loss_disc_real_3: 0.2508338689804077 (0.2295091301202774) | > loss_disc_real_4: 0.25225183367729187 (0.250620536506176) | > loss_disc_real_5: 0.22869771718978882 (0.23130656778812408) | > loss_0: 2.4852187633514404 (2.4494282007217407) | > loss_gen: 2.5564870834350586 (2.5668965578079224) | > loss_kl: 2.0859315395355225 (2.094922423362732) | > loss_feat: 6.97216796875 (7.362776279449463) | > loss_mel: 13.837693214416504 (14.38533353805542) | > loss_duration: 1.5725154876708984 (1.6230936646461487) | > loss_1: 27.024797439575195 (28.033023834228516)  --> STEP: 3 | > loss_disc: 2.3644790649414062 (2.421111822128296) | > loss_disc_real_0: 0.18772129714488983 (0.18643502394358316) | > loss_disc_real_1: 0.22059480845928192 (0.23071523507436117) | > loss_disc_real_2: 0.23249083757400513 (0.24199837446212769) | > loss_disc_real_3: 0.21799473464488983 (0.22567099829514822) | > loss_disc_real_4: 0.25383979082107544 (0.25169362127780914) | > loss_disc_real_5: 0.24018537998199463 (0.2342661718527476) | > loss_0: 2.3644790649414062 (2.421111822128296) | > loss_gen: 2.69693660736084 (2.610243240992228) | > loss_kl: 2.2637624740600586 (2.151202440261841) | > loss_feat: 7.4570441246032715 (7.394198894500732) | > loss_mel: 14.707868576049805 (14.492845217386881) | > loss_duration: 1.664359450340271 (1.6368489265441895) | > loss_1: 28.78997039794922 (28.28533935546875)  --> STEP: 4 | > loss_disc: 2.52947998046875 (2.4482038617134094) | > loss_disc_real_0: 0.19945448637008667 (0.18968988955020905) | > loss_disc_real_1: 0.25064095854759216 (0.23569666594266891) | > loss_disc_real_2: 0.2685263752937317 (0.2486303746700287) | > loss_disc_real_3: 0.24455460906028748 (0.23039190098643303) | > loss_disc_real_4: 0.2311316728591919 (0.24655313417315483) | > loss_disc_real_5: 0.23131854832172394 (0.23352926596999168) | > loss_0: 2.52947998046875 (2.4482038617134094) | > loss_gen: 2.5123791694641113 (2.585777223110199) | > loss_kl: 1.9294745922088623 (2.095770478248596) | > loss_feat: 6.403341770172119 (7.146484613418579) | > loss_mel: 12.571333885192871 (14.012467384338379) | > loss_duration: 1.7598292827606201 (1.6675940155982971) | > loss_1: 25.17635726928711 (27.50809383392334)  --> STEP: 5 | > loss_disc: 2.3420052528381348 (2.4269641399383546) | > loss_disc_real_0: 0.14405901730060577 (0.1805637151002884) | > loss_disc_real_1: 0.21703411638736725 (0.23196415603160858) | > loss_disc_real_2: 0.28895777463912964 (0.25669585466384887) | > loss_disc_real_3: 0.25966334342956543 (0.23624618947505951) | > loss_disc_real_4: 0.286517858505249 (0.25454607903957366) | > loss_disc_real_5: 0.22249260544776917 (0.23132193386554717) | > loss_0: 2.3420052528381348 (2.4269641399383546) | > loss_gen: 2.7389421463012695 (2.6164102077484133) | > loss_kl: 1.8753931522369385 (2.0516950130462646) | > loss_feat: 9.270142555236816 (7.571216201782226) | > loss_mel: 17.50480842590332 (14.710935592651367) | > loss_duration: 1.5406274795532227 (1.6422007083892822) | > loss_1: 32.92991256713867 (28.592457580566407) --> EVAL PERFORMANCE | > avg_loader_time: 0.15020875930786132 (-0.00021371841430664618) | > avg_loss_disc: 2.4269641399383546 (+0.15752367973327663) | > avg_loss_disc_real_0: 0.1805637151002884 (+0.08150346279144288) | > avg_loss_disc_real_1: 0.23196415603160858 (+0.044794487953186024) | > avg_loss_disc_real_2: 0.25669585466384887 (+0.03319208323955536) | > avg_loss_disc_real_3: 0.23624618947505951 (-0.04277066588401793) | > avg_loss_disc_real_4: 0.25454607903957366 (+0.010307607054710372) | > avg_loss_disc_real_5: 0.23132193386554717 (+0.02176969051361083) | > avg_loss_0: 2.4269641399383546 (+0.15752367973327663) | > avg_loss_gen: 2.6164102077484133 (-0.06509737968444806) | > avg_loss_kl: 2.0516950130462646 (+0.11828324794769274) | > avg_loss_feat: 7.571216201782226 (-0.7157158851623535) | > avg_loss_mel: 14.710935592651367 (-0.5615015029907227) | > avg_loss_duration: 1.6422007083892822 (-0.004934620857238725) | > avg_loss_1: 28.592457580566407 (-1.2289657592773438)  > EPOCH: 84/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 12:51:00)   --> TIME: 2025-02-20 12:51:20 -- STEP: 21/924 -- GLOBAL_STEP: 123500 | > loss_disc: 2.3987064361572266 (2.2473943687620617) | > loss_disc_real_0: 0.15731891989707947 (0.12831400441271917) | > loss_disc_real_1: 0.19092489778995514 (0.19218492153145017) | > loss_disc_real_2: 0.20584554970264435 (0.20416899096398128) | > loss_disc_real_3: 0.1819056123495102 (0.2088213889371781) | > loss_disc_real_4: 0.23316073417663574 (0.21024310375962937) | > loss_disc_real_5: 0.20527082681655884 (0.200967808564504) | > loss_0: 2.3987064361572266 (2.2473943687620617) | > grad_norm_0: tensor(26.7720, device='cuda:0') (tensor(75.4005, device='cuda:0')) | > loss_gen: 2.447450637817383 (2.7922355106898715) | > loss_kl: 2.2010414600372314 (2.1228943325224376) | > loss_feat: 6.271021842956543 (8.353618190402077) | > loss_mel: 13.282563209533691 (15.154188201540993) | > loss_duration: 1.6545878648757935 (1.6049572286151705) | > amp_scaler: 64.0 (64.0) | > loss_1: 25.856666564941406 (30.02789370218913) | > grad_norm_1: tensor(667.6488, device='cuda:0') (tensor(975.6306, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.8655 (0.8527249041057768) | > loader_time: 0.0111 (0.011008285340808686)  --> TIME: 2025-02-20 12:52:04 -- STEP: 71/924 -- GLOBAL_STEP: 123550 | > loss_disc: 2.1284937858581543 (2.2473911533892994) | > loss_disc_real_0: 0.14816343784332275 (0.12585870118837963) | > loss_disc_real_1: 0.17888329923152924 (0.19311948477382393) | > loss_disc_real_2: 0.18338966369628906 (0.20279527675937598) | > loss_disc_real_3: 0.2068702131509781 (0.20915148690552776) | > loss_disc_real_4: 0.20676209032535553 (0.21201321713521448) | > loss_disc_real_5: 0.1567167341709137 (0.20231080747826) | > loss_0: 2.1284937858581543 (2.2473911533892994) | > grad_norm_0: tensor(66.4006, device='cuda:0') (tensor(64.1999, device='cuda:0')) | > loss_gen: 2.898630142211914 (2.787192687182359) | > loss_kl: 2.4628539085388184 (2.151107534556321) | > loss_feat: 9.176982879638672 (8.448182233622374) | > loss_mel: 16.34895133972168 (15.274635032868721) | > loss_duration: 1.6192622184753418 (1.6125762042864946) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.50667953491211 (30.27369372945436) | > grad_norm_1: tensor(1208.9137, device='cuda:0') (tensor(998.5482, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.7863 (0.8519514245046697) | > loader_time: 0.0098 (0.011066426693553656)  --> TIME: 2025-02-20 12:52:47 -- STEP: 121/924 -- GLOBAL_STEP: 123600 | > loss_disc: 2.090418815612793 (2.241727360023941) | > loss_disc_real_0: 0.08656156063079834 (0.12454614705167528) | > loss_disc_real_1: 0.18615980446338654 (0.19265931832396296) | > loss_disc_real_2: 0.23132331669330597 (0.20367639813541377) | > loss_disc_real_3: 0.23700042068958282 (0.20823152671175554) | > loss_disc_real_4: 0.22819015383720398 (0.2116596026361481) | > loss_disc_real_5: 0.2123253494501114 (0.2016625702381134) | > loss_0: 2.090418815612793 (2.241727360023941) | > grad_norm_0: tensor(71.6517, device='cuda:0') (tensor(63.7857, device='cuda:0')) | > loss_gen: 3.0767970085144043 (2.7917826589474006) | > loss_kl: 2.141399621963501 (2.156146799237275) | > loss_feat: 9.286015510559082 (8.48573318591788) | > loss_mel: 17.800310134887695 (15.238553654063832) | > loss_duration: 1.5982481241226196 (1.6113998387470718) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.90277099609375 (30.283616215729516) | > grad_norm_1: tensor(1002.1673, device='cuda:0') (tensor(997.4790, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.9076 (0.8485551924744913) | > loader_time: 0.0113 (0.011140117960527909)  --> TIME: 2025-02-20 12:53:31 -- STEP: 171/924 -- GLOBAL_STEP: 123650 | > loss_disc: 2.378077507019043 (2.2331073367804817) | > loss_disc_real_0: 0.07195352762937546 (0.12148862170894248) | > loss_disc_real_1: 0.1947520673274994 (0.19211522746852971) | > loss_disc_real_2: 0.19987602531909943 (0.20257100733051514) | > loss_disc_real_3: 0.2334180474281311 (0.20814911053891771) | > loss_disc_real_4: 0.2146439254283905 (0.21042001273548394) | > loss_disc_real_5: 0.17299869656562805 (0.2026812142273139) | > loss_0: 2.378077507019043 (2.2331073367804817) | > grad_norm_0: tensor(65.3913, device='cuda:0') (tensor(62.7482, device='cuda:0')) | > loss_gen: 2.6312665939331055 (2.7989423581731256) | > loss_kl: 2.1299610137939453 (2.147449725552609) | > loss_feat: 7.946682929992676 (8.518619172057214) | > loss_mel: 13.80416202545166 (15.257187073690849) | > loss_duration: 1.5773179531097412 (1.6108146940755568) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.089391708374023 (30.333013121844733) | > grad_norm_1: tensor(1238.2383, device='cuda:0') (tensor(1020.3893, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.8767 (0.8529735183158116) | > loader_time: 0.013 (0.011190505055656212)  --> TIME: 2025-02-20 12:54:14 -- STEP: 221/924 -- GLOBAL_STEP: 123700 | > loss_disc: 2.242828845977783 (2.233495891363913) | > loss_disc_real_0: 0.1181219294667244 (0.12047220024857588) | > loss_disc_real_1: 0.1745273768901825 (0.1928291846724118) | > loss_disc_real_2: 0.22653621435165405 (0.20294715875414157) | > loss_disc_real_3: 0.2026246190071106 (0.20765024983235617) | > loss_disc_real_4: 0.20319867134094238 (0.2105320879506849) | > loss_disc_real_5: 0.22801600396633148 (0.2024210722468018) | > loss_0: 2.242828845977783 (2.233495891363913) | > grad_norm_0: tensor(45.8756, device='cuda:0') (tensor(62.2560, device='cuda:0')) | > loss_gen: 2.9035544395446777 (2.8042537777671988) | > loss_kl: 2.298082113265991 (2.147005680999066) | > loss_feat: 8.147046089172363 (8.523817219885226) | > loss_mel: 15.318750381469727 (15.25484019922455) | > loss_duration: 1.6859681606292725 (1.6104637999340423) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.35340118408203 (30.34038071610809) | > grad_norm_1: tensor(1002.4522, device='cuda:0') (tensor(995.0938, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.8576 (0.8530017596024734) | > loader_time: 0.0115 (0.011292929023639113)  --> TIME: 2025-02-20 12:54:57 -- STEP: 271/924 -- GLOBAL_STEP: 123750 | > loss_disc: 2.1954519748687744 (2.2365771782794126) | > loss_disc_real_0: 0.13202013075351715 (0.12190010997971928) | > loss_disc_real_1: 0.21525155007839203 (0.193196017528812) | > loss_disc_real_2: 0.19204474985599518 (0.20285599582529587) | > loss_disc_real_3: 0.19159863889217377 (0.20740522350772284) | > loss_disc_real_4: 0.18732570111751556 (0.21036310851354) | > loss_disc_real_5: 0.167181596159935 (0.2019832067164108) | > loss_0: 2.1954519748687744 (2.2365771782794126) | > grad_norm_0: tensor(50.4340, device='cuda:0') (tensor(62.7304, device='cuda:0')) | > loss_gen: 2.9244065284729004 (2.7965144072951427) | > loss_kl: 2.056438446044922 (2.1498809824130634) | > loss_feat: 9.618008613586426 (8.50657384949856) | > loss_mel: 15.86815357208252 (15.201377727888607) | > loss_duration: 1.5851178169250488 (1.6113326580322096) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.0521240234375 (30.265679665597162) | > grad_norm_1: tensor(1365.4838, device='cuda:0') (tensor(991.0109, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.8146 (0.8520360749586042) | > loader_time: 0.0097 (0.011335868237203341)  --> TIME: 2025-02-20 12:55:41 -- STEP: 321/924 -- GLOBAL_STEP: 123800 | > loss_disc: 2.2682437896728516 (2.2335777245577986) | > loss_disc_real_0: 0.10038463026285172 (0.12203533388093998) | > loss_disc_real_1: 0.20314519107341766 (0.19262456545762932) | > loss_disc_real_2: 0.20343740284442902 (0.20281879334620592) | > loss_disc_real_3: 0.21257270872592926 (0.20728805039159226) | > loss_disc_real_4: 0.20167377591133118 (0.21025261227215558) | > loss_disc_real_5: 0.20550836622714996 (0.20165504863329017) | > loss_0: 2.2682437896728516 (2.2335777245577986) | > grad_norm_0: tensor(24.4314, device='cuda:0') (tensor(64.6073, device='cuda:0')) | > loss_gen: 2.645749092102051 (2.803534024229674) | > loss_kl: 2.1987998485565186 (2.1555223561521633) | > loss_feat: 7.669097423553467 (8.517281097043712) | > loss_mel: 13.757699012756348 (15.18396792307821) | > loss_duration: 1.637892246246338 (1.611012812715453) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.90923500061035 (30.271318221760687) | > grad_norm_1: tensor(980.2155, device='cuda:0') (tensor(1002.7795, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.8781 (0.8528498719414447) | > loader_time: 0.0108 (0.011414744029535313)  --> TIME: 2025-02-20 12:56:24 -- STEP: 371/924 -- GLOBAL_STEP: 123850 | > loss_disc: 1.9542138576507568 (2.2347021523832953) | > loss_disc_real_0: 0.049690596759319305 (0.12185588964032679) | > loss_disc_real_1: 0.2055862694978714 (0.19250132051118307) | > loss_disc_real_2: 0.2010313719511032 (0.20293648107193227) | > loss_disc_real_3: 0.16682320833206177 (0.20727580765668907) | > loss_disc_real_4: 0.19126777350902557 (0.21066369726812095) | > loss_disc_real_5: 0.17811278998851776 (0.2018288236583339) | > loss_0: 1.9542138576507568 (2.2347021523832953) | > grad_norm_0: tensor(18.2962, device='cuda:0') (tensor(63.8557, device='cuda:0')) | > loss_gen: 3.0763771533966064 (2.796613038389509) | > loss_kl: 2.476308822631836 (2.158885175969723) | > loss_feat: 9.775126457214355 (8.493464277118367) | > loss_mel: 16.068124771118164 (15.161483086023049) | > loss_duration: 1.6361228227615356 (1.6115743734765888) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.03206253051758 (30.222019966721856) | > grad_norm_1: tensor(959.0372, device='cuda:0') (tensor(1005.2719, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.7995 (0.8530534213443972) | > loader_time: 0.0094 (0.011334528498893801)  --> TIME: 2025-02-20 12:57:08 -- STEP: 421/924 -- GLOBAL_STEP: 123900 | > loss_disc: 2.211069107055664 (2.231976254535686) | > loss_disc_real_0: 0.25064796209335327 (0.12085616634605618) | > loss_disc_real_1: 0.1928696483373642 (0.1922623130388895) | > loss_disc_real_2: 0.20136556029319763 (0.20288296111122725) | > loss_disc_real_3: 0.18609702587127686 (0.20701605647873136) | > loss_disc_real_4: 0.190922349691391 (0.21082831657272616) | > loss_disc_real_5: 0.19581347703933716 (0.2012378821888332) | > loss_0: 2.211069107055664 (2.231976254535686) | > grad_norm_0: tensor(112.0294, device='cuda:0') (tensor(63.6331, device='cuda:0')) | > loss_gen: 2.9452884197235107 (2.798048770342757) | > loss_kl: 2.0039987564086914 (2.1539826866000387) | > loss_feat: 8.667829513549805 (8.496602127501063) | > loss_mel: 15.157894134521484 (15.144624127911275) | > loss_duration: 1.6364489793777466 (1.6112775853580648) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.411460876464844 (30.20453530082793) | > grad_norm_1: tensor(1161.5250, device='cuda:0') (tensor(1010.6920, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.8507 (0.8533439568272679) | > loader_time: 0.0109 (0.0112825884105474)  --> TIME: 2025-02-20 12:57:51 -- STEP: 471/924 -- GLOBAL_STEP: 123950 | > loss_disc: 2.176924705505371 (2.229255733216646) | > loss_disc_real_0: 0.07316449284553528 (0.12041932735157115) | > loss_disc_real_1: 0.17072734236717224 (0.19189643106895907) | > loss_disc_real_2: 0.21988670527935028 (0.2029260292554357) | > loss_disc_real_3: 0.20272086560726166 (0.20672085998291165) | > loss_disc_real_4: 0.20462262630462646 (0.2104949466172297) | > loss_disc_real_5: 0.20399878919124603 (0.2015808654945114) | > loss_0: 2.176924705505371 (2.229255733216646) | > grad_norm_0: tensor(39.4294, device='cuda:0') (tensor(63.5269, device='cuda:0')) | > loss_gen: 2.7725112438201904 (2.801245294558774) | > loss_kl: 1.9565789699554443 (2.1542813750082765) | > loss_feat: 8.31130599975586 (8.503517830194692) | > loss_mel: 15.086583137512207 (15.144096506122825) | > loss_duration: 1.6250100135803223 (1.611365841199385) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.751989364624023 (30.214506862016748) | > grad_norm_1: tensor(1142.5026, device='cuda:0') (tensor(1016.2465, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.8791 (0.8536211178814024) | > loader_time: 0.0119 (0.011261168558886099)  --> TIME: 2025-02-20 12:58:35 -- STEP: 521/924 -- GLOBAL_STEP: 124000 | > loss_disc: 2.0727057456970215 (2.2280291524821205) | > loss_disc_real_0: 0.10693556070327759 (0.12027105084851014) | > loss_disc_real_1: 0.17557121813297272 (0.19159490499295115) | > loss_disc_real_2: 0.22046411037445068 (0.20314349623078803) | > loss_disc_real_3: 0.22283241152763367 (0.20659151833482983) | > loss_disc_real_4: 0.1970980167388916 (0.21056233578130973) | > loss_disc_real_5: 0.22215977311134338 (0.2014001416553691) | > loss_0: 2.0727057456970215 (2.2280291524821205) | > grad_norm_0: tensor(50.0217, device='cuda:0') (tensor(63.4387, device='cuda:0')) | > loss_gen: 2.950326442718506 (2.8036087048946094) | > loss_kl: 2.045755386352539 (2.1537995189714336) | > loss_feat: 9.592080116271973 (8.514214261250858) | > loss_mel: 15.962078094482422 (15.155831360771193) | > loss_duration: 1.615401268005371 (1.611213033350324) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.16564178466797 (30.238666904178555) | > grad_norm_1: tensor(979.9111, device='cuda:0') (tensor(1021.7422, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.8392 (0.8538591230213071) | > loader_time: 0.0105 (0.011237044709657754) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_124000.pth  --> TIME: 2025-02-20 12:59:21 -- STEP: 571/924 -- GLOBAL_STEP: 124050 | > loss_disc: 2.3040480613708496 (2.229658999919058) | > loss_disc_real_0: 0.14492405951023102 (0.12137759525178819) | > loss_disc_real_1: 0.20018301904201508 (0.1917062933620347) | > loss_disc_real_2: 0.20196641981601715 (0.20304250724992065) | > loss_disc_real_3: 0.23927704989910126 (0.20637500327856856) | > loss_disc_real_4: 0.20514634251594543 (0.21046742199285637) | > loss_disc_real_5: 0.22684437036514282 (0.20131442010820222) | > loss_0: 2.3040480613708496 (2.229658999919058) | > grad_norm_0: tensor(83.6582, device='cuda:0') (tensor(64.4034, device='cuda:0')) | > loss_gen: 2.6807682514190674 (2.8046712315855014) | > loss_kl: 2.0884361267089844 (2.1521315672769235) | > loss_feat: 7.881184101104736 (8.506680188788641) | > loss_mel: 14.092803955078125 (15.142034640871707) | > loss_duration: 1.6132862567901611 (1.6112727102172772) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.35647964477539 (30.2167903612875) | > grad_norm_1: tensor(670.8539, device='cuda:0') (tensor(1006.6373, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.8528 (0.8539798785842657) | > loader_time: 0.0104 (0.011242832694913798)  --> TIME: 2025-02-20 13:00:05 -- STEP: 621/924 -- GLOBAL_STEP: 124100 | > loss_disc: 2.4324991703033447 (2.231653693409551) | > loss_disc_real_0: 0.08597039431333542 (0.12225335001369605) | > loss_disc_real_1: 0.18484875559806824 (0.19151318464398195) | > loss_disc_real_2: 0.21662959456443787 (0.20274502802010314) | > loss_disc_real_3: 0.23720595240592957 (0.20654741491096598) | > loss_disc_real_4: 0.21639224886894226 (0.21034551369875137) | > loss_disc_real_5: 0.2125001847743988 (0.20207188730750492) | > loss_0: 2.4324991703033447 (2.231653693409551) | > grad_norm_0: tensor(42.5100, device='cuda:0') (tensor(63.3353, device='cuda:0')) | > loss_gen: 2.4595208168029785 (2.7954004905074106) | > loss_kl: 2.1509344577789307 (2.155924346327973) | > loss_feat: 7.101222515106201 (8.493144201963624) | > loss_mel: 12.889127731323242 (15.143883990780743) | > loss_duration: 1.5574493408203125 (1.6110663899668942) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.158254623413086 (30.199419436247446) | > grad_norm_1: tensor(941.4872, device='cuda:0') (tensor(977.6788, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.9055 (0.8543392206735659) | > loader_time: 0.0117 (0.0112441952869704)  --> TIME: 2025-02-20 13:00:48 -- STEP: 671/924 -- GLOBAL_STEP: 124150 | > loss_disc: 2.308284282684326 (2.230642664805612) | > loss_disc_real_0: 0.10112611204385757 (0.12206781525081564) | > loss_disc_real_1: 0.20429201424121857 (0.1913875700064815) | > loss_disc_real_2: 0.22696352005004883 (0.20272169012337604) | > loss_disc_real_3: 0.24822703003883362 (0.20666132734091902) | > loss_disc_real_4: 0.23216083645820618 (0.21033475120536613) | > loss_disc_real_5: 0.2116590142250061 (0.20194050540867217) | > loss_0: 2.308284282684326 (2.230642664805612) | > grad_norm_0: tensor(30.1862, device='cuda:0') (tensor(63.8420, device='cuda:0')) | > loss_gen: 2.63826322555542 (2.799634583483153) | > loss_kl: 2.233372926712036 (2.1568713715819037) | > loss_feat: 7.256685733795166 (8.512744816156161) | > loss_mel: 13.9334135055542 (15.162642154892582) | > loss_duration: 1.5882939100265503 (1.6103424686610968) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.6500301361084 (30.242235413962074) | > grad_norm_1: tensor(568.4160, device='cuda:0') (tensor(976.1573, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.8662 (0.853952522604725) | > loader_time: 0.0117 (0.011255502345487362)  --> TIME: 2025-02-20 13:01:32 -- STEP: 721/924 -- GLOBAL_STEP: 124200 | > loss_disc: 2.1794850826263428 (2.229434872467215) | > loss_disc_real_0: 0.07256168127059937 (0.12141692370238318) | > loss_disc_real_1: 0.18696486949920654 (0.19128338337440604) | > loss_disc_real_2: 0.19343721866607666 (0.20275095448249247) | > loss_disc_real_3: 0.188715398311615 (0.20649245430956925) | > loss_disc_real_4: 0.21197456121444702 (0.2102674659388075) | > loss_disc_real_5: 0.225566104054451 (0.2020511132834192) | > loss_0: 2.1794850826263428 (2.229434872467215) | > grad_norm_0: tensor(45.7883, device='cuda:0') (tensor(63.2368, device='cuda:0')) | > loss_gen: 2.8620400428771973 (2.7997145758587827) | > loss_kl: 2.0652027130126953 (2.1578207321868015) | > loss_feat: 8.618379592895508 (8.509535361592885) | > loss_mel: 15.289231300354004 (15.155085031930021) | > loss_duration: 1.5955657958984375 (1.6102143249961443) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.430418014526367 (30.232370032682162) | > grad_norm_1: tensor(1161.4955, device='cuda:0') (tensor(979.5071, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.8297 (0.8542655466664352) | > loader_time: 0.0118 (0.011282230713165744)  --> TIME: 2025-02-20 13:02:16 -- STEP: 771/924 -- GLOBAL_STEP: 124250 | > loss_disc: 2.1510579586029053 (2.2295861284401988) | > loss_disc_real_0: 0.061325330287218094 (0.12165707089828301) | > loss_disc_real_1: 0.160517156124115 (0.19112935097919526) | > loss_disc_real_2: 0.19636183977127075 (0.20276976267574046) | > loss_disc_real_3: 0.2133840024471283 (0.20651556746659722) | > loss_disc_real_4: 0.19260936975479126 (0.2102778673597192) | > loss_disc_real_5: 0.169295996427536 (0.20206385186055598) | > loss_0: 2.1510579586029053 (2.2295861284401988) | > grad_norm_0: tensor(38.3362, device='cuda:0') (tensor(63.1212, device='cuda:0')) | > loss_gen: 2.7852773666381836 (2.798940986974692) | > loss_kl: 2.017653703689575 (2.158513876096128) | > loss_feat: 8.764119148254395 (8.51852599934382) | > loss_mel: 15.634344100952148 (15.162699742694464) | > loss_duration: 1.6528422832489014 (1.6104728662240988) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.85423469543457 (30.249153486021758) | > grad_norm_1: tensor(1466.5618, device='cuda:0') (tensor(983.6321, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.8531 (0.8548890155886245) | > loader_time: 0.011 (0.011284661509492823)  --> TIME: 2025-02-20 13:02:59 -- STEP: 821/924 -- GLOBAL_STEP: 124300 | > loss_disc: 2.1850855350494385 (2.229423200895382) | > loss_disc_real_0: 0.09264646470546722 (0.12169998648250872) | > loss_disc_real_1: 0.19267605245113373 (0.19109116411165553) | > loss_disc_real_2: 0.18923373520374298 (0.20273054096207976) | > loss_disc_real_3: 0.18406565487384796 (0.20636952299075637) | > loss_disc_real_4: 0.16665327548980713 (0.21017695718357535) | > loss_disc_real_5: 0.2170092761516571 (0.20202774413828434) | > loss_0: 2.1850855350494385 (2.229423200895382) | > grad_norm_0: tensor(73.9221, device='cuda:0') (tensor(63.3104, device='cuda:0')) | > loss_gen: 2.8423988819122314 (2.8007088346399995) | > loss_kl: 2.2883999347686768 (2.1594057934002526) | > loss_feat: 9.467738151550293 (8.520954223265754) | > loss_mel: 16.84841537475586 (15.162591263960397) | > loss_duration: 1.5946943759918213 (1.6102607513025824) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.041648864746094 (30.253920881524586) | > grad_norm_1: tensor(1442.9220, device='cuda:0') (tensor(984.3238, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.8262 (0.8544343261277343) | > loader_time: 0.0098 (0.01128112587365395)  --> TIME: 2025-02-20 13:03:42 -- STEP: 871/924 -- GLOBAL_STEP: 124350 | > loss_disc: 2.211590051651001 (2.230608131253219) | > loss_disc_real_0: 0.18253551423549652 (0.12192115521680748) | > loss_disc_real_1: 0.17842867970466614 (0.19102017574619623) | > loss_disc_real_2: 0.17426317930221558 (0.20267366363862618) | > loss_disc_real_3: 0.1983768343925476 (0.2064913470730031) | > loss_disc_real_4: 0.22837111353874207 (0.21034196037991582) | > loss_disc_real_5: 0.20259122550487518 (0.20249244271340242) | > loss_0: 2.211590051651001 (2.230608131253219) | > grad_norm_0: tensor(118.2590, device='cuda:0') (tensor(63.6763, device='cuda:0')) | > loss_gen: 2.8701183795928955 (2.7976096514035023) | > loss_kl: 2.1245834827423096 (2.160590891996837) | > loss_feat: 9.097115516662598 (8.5137496667943) | > loss_mel: 16.251628875732422 (15.162044535000755) | > loss_duration: 1.5865795612335205 (1.6103609506079308) | > amp_scaler: 128.0 (66.93915040183695) | > loss_1: 31.93002700805664 (30.244355699909264) | > grad_norm_1: tensor(925.6310, device='cuda:0') (tensor(987.5267, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.8228 (0.853975342554559) | > loader_time: 0.0101 (0.011284589219996626)  --> TIME: 2025-02-20 13:04:24 -- STEP: 921/924 -- GLOBAL_STEP: 124400 | > loss_disc: 2.193260669708252 (2.2317433331351895) | > loss_disc_real_0: 0.07293634116649628 (0.12206268569416125) | > loss_disc_real_1: 0.15321576595306396 (0.1911434007163416) | > loss_disc_real_2: 0.18104422092437744 (0.20264934928810682) | > loss_disc_real_3: 0.22522656619548798 (0.20661111794064274) | > loss_disc_real_4: 0.21577389538288116 (0.21025145967995562) | > loss_disc_real_5: 0.24235506355762482 (0.20256184182260242) | > loss_0: 2.193260669708252 (2.2317433331351895) | > grad_norm_0: tensor(96.9967, device='cuda:0') (tensor(63.6161, device='cuda:0')) | > loss_gen: 2.751473903656006 (2.7952475687579907) | > loss_kl: 2.076460599899292 (2.160767038663228) | > loss_feat: 8.659016609191895 (8.50339960352995) | > loss_mel: 16.75209617614746 (15.15812284446824) | > loss_duration: 1.6589664220809937 (1.6100997915744266) | > amp_scaler: 128.0 (70.2540716612378) | > loss_1: 31.898014068603516 (30.227636850876863) | > grad_norm_1: tensor(765.8545, device='cuda:0') (tensor(990.8610, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.8132 (0.8531491619238508) | > loader_time: 0.0103 (0.011245658679842039)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3333868980407715 (2.3333868980407715) | > loss_disc_real_0: 0.11974558234214783 (0.11974558234214783) | > loss_disc_real_1: 0.22901052236557007 (0.22901052236557007) | > loss_disc_real_2: 0.23432642221450806 (0.23432642221450806) | > loss_disc_real_3: 0.23990878462791443 (0.23990878462791443) | > loss_disc_real_4: 0.22094735503196716 (0.22094735503196716) | > loss_disc_real_5: 0.19249027967453003 (0.19249027967453003) | > loss_0: 2.3333868980407715 (2.3333868980407715) | > loss_gen: 2.483499050140381 (2.483499050140381) | > loss_kl: 1.997527003288269 (1.997527003288269) | > loss_feat: 7.654841899871826 (7.654841899871826) | > loss_mel: 13.54729175567627 (13.54729175567627) | > loss_duration: 1.6730544567108154 (1.6730544567108154) | > loss_1: 27.35621452331543 (27.35621452331543)  --> STEP: 1 | > loss_disc: 2.2434566020965576 (2.2434566020965576) | > loss_disc_real_0: 0.1197151392698288 (0.1197151392698288) | > loss_disc_real_1: 0.2156999707221985 (0.2156999707221985) | > loss_disc_real_2: 0.24346940219402313 (0.24346940219402313) | > loss_disc_real_3: 0.21123634278774261 (0.21123634278774261) | > loss_disc_real_4: 0.23137760162353516 (0.23137760162353516) | > loss_disc_real_5: 0.20426684617996216 (0.20426684617996216) | > loss_0: 2.2434566020965576 (2.2434566020965576) | > loss_gen: 2.705495834350586 (2.705495834350586) | > loss_kl: 2.0527446269989014 (2.0527446269989014) | > loss_feat: 8.7874755859375 (8.7874755859375) | > loss_mel: 15.517816543579102 (15.517816543579102) | > loss_duration: 1.6762759685516357 (1.6762759685516357) | > loss_1: 30.73980712890625 (30.73980712890625)  --> STEP: 2 | > loss_disc: 2.2176780700683594 (2.2305673360824585) | > loss_disc_real_0: 0.09261578321456909 (0.10616546124219894) | > loss_disc_real_1: 0.20777727663516998 (0.21173862367868423) | > loss_disc_real_2: 0.21362783014774323 (0.22854861617088318) | > loss_disc_real_3: 0.22350023686885834 (0.21736828982830048) | > loss_disc_real_4: 0.2353105992078781 (0.23334410041570663) | > loss_disc_real_5: 0.19627320766448975 (0.20027002692222595) | > loss_0: 2.2176780700683594 (2.2305673360824585) | > loss_gen: 2.6939871311187744 (2.69974148273468) | > loss_kl: 2.0117907524108887 (2.032267689704895) | > loss_feat: 8.428262710571289 (8.607869148254395) | > loss_mel: 15.067501068115234 (15.292658805847168) | > loss_duration: 1.592811107635498 (1.634543538093567) | > loss_1: 29.794353485107422 (30.267080307006836)  --> STEP: 3 | > loss_disc: 2.2583746910095215 (2.2398364543914795) | > loss_disc_real_0: 0.1052042543888092 (0.1058450589577357) | > loss_disc_real_1: 0.22831718623638153 (0.21726481119791666) | > loss_disc_real_2: 0.24739165604114532 (0.23482962946097055) | > loss_disc_real_3: 0.22337186336517334 (0.2193694810072581) | > loss_disc_real_4: 0.2348809689283371 (0.23385638991991678) | > loss_disc_real_5: 0.20113502442836761 (0.20055835942427316) | > loss_0: 2.2583746910095215 (2.2398364543914795) | > loss_gen: 2.643005847930908 (2.6808296044667563) | > loss_kl: 1.848615288734436 (1.971050222714742) | > loss_feat: 7.790339946746826 (8.335359414418539) | > loss_mel: 14.597578048706055 (15.060965220133463) | > loss_duration: 1.6669907569885254 (1.6453592777252197) | > loss_1: 28.54652976989746 (29.69356346130371)  --> STEP: 4 | > loss_disc: 2.399517059326172 (2.2797566056251526) | > loss_disc_real_0: 0.1432150900363922 (0.11518756672739983) | > loss_disc_real_1: 0.22579769790172577 (0.21939803287386894) | > loss_disc_real_2: 0.22895447909832 (0.23336084187030792) | > loss_disc_real_3: 0.23530906438827515 (0.22335437685251236) | > loss_disc_real_4: 0.2433728724718094 (0.23623551055788994) | > loss_disc_real_5: 0.21341080963611603 (0.2037714719772339) | > loss_0: 2.399517059326172 (2.2797566056251526) | > loss_gen: 2.379330635070801 (2.6054548621177673) | > loss_kl: 2.1660449504852295 (2.019798904657364) | > loss_feat: 6.231087684631348 (7.809291481971741) | > loss_mel: 11.70853042602539 (14.222856521606445) | > loss_duration: 1.7613551616668701 (1.6743582487106323) | > loss_1: 24.246347427368164 (28.331759452819824)  --> STEP: 5 | > loss_disc: 2.3253273963928223 (2.2888707637786867) | > loss_disc_real_0: 0.12639528512954712 (0.11742911040782929) | > loss_disc_real_1: 0.2336442470550537 (0.22224727571010588) | > loss_disc_real_2: 0.20743881165981293 (0.22817643582820893) | > loss_disc_real_3: 0.2548202574253082 (0.22964755296707154) | > loss_disc_real_4: 0.21457450091838837 (0.23190330862998962) | > loss_disc_real_5: 0.29122278094291687 (0.22126173377037048) | > loss_0: 2.3253273963928223 (2.2888707637786867) | > loss_gen: 2.657331705093384 (2.6158302307128904) | > loss_kl: 1.8470399379730225 (1.9852471113204957) | > loss_feat: 7.222308158874512 (7.691894817352295) | > loss_mel: 13.668479919433594 (14.111981201171876) | > loss_duration: 1.5298616886138916 (1.6454589366912842) | > loss_1: 26.925020217895508 (28.05041160583496) --> EVAL PERFORMANCE | > avg_loader_time: 0.14899816513061523 (-0.0012105941772460882) | > avg_loss_disc: 2.2888707637786867 (-0.13809337615966788) | > avg_loss_disc_real_0: 0.11742911040782929 (-0.06313460469245911) | > avg_loss_disc_real_1: 0.22224727571010588 (-0.009716880321502697) | > avg_loss_disc_real_2: 0.22817643582820893 (-0.028519418835639937) | > avg_loss_disc_real_3: 0.22964755296707154 (-0.006598636507987976) | > avg_loss_disc_real_4: 0.23190330862998962 (-0.02264277040958404) | > avg_loss_disc_real_5: 0.22126173377037048 (-0.010060200095176691) | > avg_loss_0: 2.2888707637786867 (-0.13809337615966788) | > avg_loss_gen: 2.6158302307128904 (-0.0005799770355228162) | > avg_loss_kl: 1.9852471113204957 (-0.06644790172576887) | > avg_loss_feat: 7.691894817352295 (+0.12067861557006854) | > avg_loss_mel: 14.111981201171876 (-0.5989543914794915) | > avg_loss_duration: 1.6454589366912842 (+0.003258228302001953) | > avg_loss_1: 28.05041160583496 (-0.5420459747314474)  > EPOCH: 85/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 13:04:35)   --> TIME: 2025-02-20 13:05:18 -- STEP: 47/924 -- GLOBAL_STEP: 124450 | > loss_disc: 2.510422706604004 (2.244796676838652) | > loss_disc_real_0: 0.05430784448981285 (0.1318137407936949) | > loss_disc_real_1: 0.22839263081550598 (0.19133027278362436) | > loss_disc_real_2: 0.18652276694774628 (0.2027561055853012) | > loss_disc_real_3: 0.19828949868679047 (0.2035569130106175) | > loss_disc_real_4: 0.24716657400131226 (0.21054727885317295) | > loss_disc_real_5: 0.1892998069524765 (0.20362597830752108) | > loss_0: 2.510422706604004 (2.244796676838652) | > grad_norm_0: tensor(24.8513, device='cuda:0') (tensor(67.0605, device='cuda:0')) | > loss_gen: 2.413398504257202 (2.812767459991131) | > loss_kl: 2.2400624752044678 (2.1787551463918486) | > loss_feat: 7.792958736419678 (8.561949527010004) | > loss_mel: 15.784025192260742 (15.328730157081116) | > loss_duration: 1.6228156089782715 (1.6133407202172787) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.853261947631836 (30.495543256719063) | > grad_norm_1: tensor(1082.9349, device='cuda:0') (tensor(965.9628, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.8194 (0.8555435525610092) | > loader_time: 0.0088 (0.01090760941201068)  --> TIME: 2025-02-20 13:06:03 -- STEP: 97/924 -- GLOBAL_STEP: 124500 | > loss_disc: 2.173792600631714 (2.22195818743755) | > loss_disc_real_0: 0.07261165231466293 (0.12319681766567765) | > loss_disc_real_1: 0.19273369014263153 (0.18945889466816612) | > loss_disc_real_2: 0.21933342516422272 (0.2004228635239847) | > loss_disc_real_3: 0.17086216807365417 (0.20514041723049792) | > loss_disc_real_4: 0.2046629637479782 (0.20950773358345032) | > loss_disc_real_5: 0.19400738179683685 (0.20358554619489258) | > loss_0: 2.173792600631714 (2.22195818743755) | > grad_norm_0: tensor(28.7962, device='cuda:0') (tensor(60.3901, device='cuda:0')) | > loss_gen: 2.7208967208862305 (2.814071886318246) | > loss_kl: 2.2232086658477783 (2.159258213239848) | > loss_feat: 8.179963111877441 (8.63600386295122) | > loss_mel: 14.517378807067871 (15.440911096395906) | > loss_duration: 1.6010780334472656 (1.6121747616640072) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.24252700805664 (30.662419741915674) | > grad_norm_1: tensor(1028.5715, device='cuda:0') (tensor(1030.1759, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.8846 (0.8612986692448252) | > loader_time: 0.0141 (0.011159882103044963)  --> TIME: 2025-02-20 13:06:46 -- STEP: 147/924 -- GLOBAL_STEP: 124550 | > loss_disc: 2.222702741622925 (2.2284214253328285) | > loss_disc_real_0: 0.1378089189529419 (0.12217462932070092) | > loss_disc_real_1: 0.2409900426864624 (0.19122327418148924) | > loss_disc_real_2: 0.2360834777355194 (0.2011423222467202) | > loss_disc_real_3: 0.18614332377910614 (0.20570854163494234) | > loss_disc_real_4: 0.17782030999660492 (0.21029573405275537) | > loss_disc_real_5: 0.2049534022808075 (0.202153755795388) | > loss_0: 2.222702741622925 (2.2284214253328285) | > grad_norm_0: tensor(78.2132, device='cuda:0') (tensor(58.4494, device='cuda:0')) | > loss_gen: 2.7202534675598145 (2.8037534879178416) | > loss_kl: 1.98081374168396 (2.1415031556369506) | > loss_feat: 7.663119316101074 (8.550374822551705) | > loss_mel: 14.54897403717041 (15.343019744976848) | > loss_duration: 1.6369174718856812 (1.6119935277367934) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.550077438354492 (30.45064469421802) | > grad_norm_1: tensor(1294.5104, device='cuda:0') (tensor(1050.0940, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.8403 (0.8576523981937746) | > loader_time: 0.0151 (0.011097236555449818)  --> TIME: 2025-02-20 13:07:29 -- STEP: 197/924 -- GLOBAL_STEP: 124600 | > loss_disc: 2.250964403152466 (2.22728591643009) | > loss_disc_real_0: 0.04547792300581932 (0.1215802599406484) | > loss_disc_real_1: 0.18767602741718292 (0.19067375543456386) | > loss_disc_real_2: 0.18894575536251068 (0.20204974983246798) | > loss_disc_real_3: 0.20640318095684052 (0.20581607535708368) | > loss_disc_real_4: 0.18327654898166656 (0.2099724740243805) | > loss_disc_real_5: 0.16147252917289734 (0.20183699672597313) | > loss_0: 2.250964403152466 (2.22728591643009) | > grad_norm_0: tensor(58.6449, device='cuda:0') (tensor(61.6289, device='cuda:0')) | > loss_gen: 2.649329423904419 (2.8141488036528464) | > loss_kl: 2.042020320892334 (2.141555851486129) | > loss_feat: 8.85334300994873 (8.604998225488037) | > loss_mel: 15.244100570678711 (15.371149005018514) | > loss_duration: 1.634227991104126 (1.6091069509535272) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.42302131652832 (30.540958830547815) | > grad_norm_1: tensor(1439.5267, device='cuda:0') (tensor(1027.2216, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.87 (0.8575517441415544) | > loader_time: 0.0103 (0.011167099028069363)  --> TIME: 2025-02-20 13:08:13 -- STEP: 247/924 -- GLOBAL_STEP: 124650 | > loss_disc: 2.333036422729492 (2.226298964457955) | > loss_disc_real_0: 0.18997298181056976 (0.1211792274042662) | > loss_disc_real_1: 0.16082164645195007 (0.19014882625114574) | > loss_disc_real_2: 0.17474696040153503 (0.20169903042345394) | > loss_disc_real_3: 0.1973067671060562 (0.20590995336592433) | > loss_disc_real_4: 0.2309325784444809 (0.21011426833718408) | > loss_disc_real_5: 0.20552079379558563 (0.20244087544288714) | > loss_0: 2.333036422729492 (2.226298964457955) | > grad_norm_0: tensor(85.4612, device='cuda:0') (tensor(60.0434, device='cuda:0')) | > loss_gen: 2.846250057220459 (2.801531216393599) | > loss_kl: 2.279256582260132 (2.1475941208210085) | > loss_feat: 8.696619033813477 (8.565137556207329) | > loss_mel: 15.019865036010742 (15.304260192129776) | > loss_duration: 1.6056392192840576 (1.610325829702833) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.447629928588867 (30.428848899810422) | > grad_norm_1: tensor(1305.2770, device='cuda:0') (tensor(1034.6595, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.8557 (0.857611134949966) | > loader_time: 0.0109 (0.011181208768836888)  --> TIME: 2025-02-20 13:08:57 -- STEP: 297/924 -- GLOBAL_STEP: 124700 | > loss_disc: 2.3914239406585693 (2.229979243744101) | > loss_disc_real_0: 0.121457040309906 (0.12296760296731282) | > loss_disc_real_1: 0.20349885523319244 (0.19025474049226193) | > loss_disc_real_2: 0.19272196292877197 (0.20172377949210527) | > loss_disc_real_3: 0.18547284603118896 (0.2064655496415867) | > loss_disc_real_4: 0.2002912312746048 (0.20989039565376963) | > loss_disc_real_5: 0.19234593212604523 (0.2026333878638367) | > loss_0: 2.3914239406585693 (2.229979243744101) | > grad_norm_0: tensor(70.3720, device='cuda:0') (tensor(60.9761, device='cuda:0')) | > loss_gen: 2.544414758682251 (2.7974964560884428) | > loss_kl: 2.067032814025879 (2.150719148141368) | > loss_feat: 7.693366527557373 (8.540277312500312) | > loss_mel: 15.568811416625977 (15.235182720402676) | > loss_duration: 1.5698509216308594 (1.609871570510093) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.4434757232666 (30.33354720041808) | > grad_norm_1: tensor(293.4947, device='cuda:0') (tensor(1050.5292, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.8657 (0.8566483247159709) | > loader_time: 0.0138 (0.011176718605889221)  --> TIME: 2025-02-20 13:09:41 -- STEP: 347/924 -- GLOBAL_STEP: 124750 | > loss_disc: 2.229017496109009 (2.2324380689120775) | > loss_disc_real_0: 0.06606638431549072 (0.12366220000755544) | > loss_disc_real_1: 0.20895907282829285 (0.19040420350836051) | > loss_disc_real_2: 0.21885062754154205 (0.20190633425451493) | > loss_disc_real_3: 0.2343362271785736 (0.20628957854052443) | > loss_disc_real_4: 0.20275834202766418 (0.2096141892396751) | > loss_disc_real_5: 0.1895880550146103 (0.20304412328200655) | > loss_0: 2.229017496109009 (2.2324380689120775) | > grad_norm_0: tensor(38.5152, device='cuda:0') (tensor(61.2794, device='cuda:0')) | > loss_gen: 2.98637056350708 (2.7965540205710906) | > loss_kl: 2.24221134185791 (2.1503168313578866) | > loss_feat: 8.731738090515137 (8.53991844743404) | > loss_mel: 16.421030044555664 (15.247100940011764) | > loss_duration: 1.6298969984054565 (1.6100665935521847) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.01124572753906 (30.34395680166459) | > grad_norm_1: tensor(1411.9677, device='cuda:0') (tensor(1038.7579, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.8578 (0.8577235390885762) | > loader_time: 0.0149 (0.011215709471908707)  --> TIME: 2025-02-20 13:10:25 -- STEP: 397/924 -- GLOBAL_STEP: 124800 | > loss_disc: 2.183175563812256 (2.231305608821455) | > loss_disc_real_0: 0.09449131041765213 (0.12363897536128232) | > loss_disc_real_1: 0.2041322886943817 (0.19017517821914895) | > loss_disc_real_2: 0.21757622063159943 (0.20193740166254548) | > loss_disc_real_3: 0.20949161052703857 (0.2064257043059587) | > loss_disc_real_4: 0.2223205268383026 (0.2096745027252649) | > loss_disc_real_5: 0.2262987345457077 (0.2027027688038439) | > loss_0: 2.183175563812256 (2.231305608821455) | > grad_norm_0: tensor(70.2259, device='cuda:0') (tensor(61.9011, device='cuda:0')) | > loss_gen: 2.908195972442627 (2.7965176880209524) | > loss_kl: 2.3760135173797607 (2.1535323582007866) | > loss_feat: 8.866780281066895 (8.552869168577027) | > loss_mel: 16.475139617919922 (15.25712143443994) | > loss_duration: 1.6214816570281982 (1.6099610520850496) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.24761199951172 (30.370001670395396) | > grad_norm_1: tensor(1533.5645, device='cuda:0') (tensor(1043.0956, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.8498 (0.858688681792252) | > loader_time: 0.0105 (0.011197118374802908)  --> TIME: 2025-02-20 13:11:08 -- STEP: 447/924 -- GLOBAL_STEP: 124850 | > loss_disc: 2.1502246856689453 (2.2304272150299984) | > loss_disc_real_0: 0.1172601729631424 (0.12328766791412493) | > loss_disc_real_1: 0.1913536936044693 (0.18999501386078138) | > loss_disc_real_2: 0.18245187401771545 (0.2023748849795702) | > loss_disc_real_3: 0.16864372789859772 (0.20616434487853808) | > loss_disc_real_4: 0.19953876733779907 (0.20991650693768624) | > loss_disc_real_5: 0.21120554208755493 (0.20242473079720866) | > loss_0: 2.1502246856689453 (2.2304272150299984) | > grad_norm_0: tensor(70.5466, device='cuda:0') (tensor(62.9364, device='cuda:0')) | > loss_gen: 2.783574104309082 (2.7983204235699897) | > loss_kl: 2.2010340690612793 (2.159218362780496) | > loss_feat: 8.776676177978516 (8.564980697845192) | > loss_mel: 15.764128684997559 (15.281439422761034) | > loss_duration: 1.634793996810913 (1.6097405423520657) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.160207748413086 (30.413699421039897) | > grad_norm_1: tensor(1043.7366, device='cuda:0') (tensor(1048.1471, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.8561 (0.8586864210081847) | > loader_time: 0.0115 (0.011207971530205989)  --> TIME: 2025-02-20 13:11:52 -- STEP: 497/924 -- GLOBAL_STEP: 124900 | > loss_disc: 1.9837218523025513 (2.2275904412240837) | > loss_disc_real_0: 0.05846760421991348 (0.12245125339274673) | > loss_disc_real_1: 0.1695912778377533 (0.18981379585366848) | > loss_disc_real_2: 0.18133048713207245 (0.20217214719630344) | > loss_disc_real_3: 0.1845182329416275 (0.2061511322226323) | > loss_disc_real_4: 0.19743171334266663 (0.2097484644809719) | > loss_disc_real_5: 0.18438804149627686 (0.20244517859438776) | > loss_0: 1.9837218523025513 (2.2275904412240837) | > grad_norm_0: tensor(18.6495, device='cuda:0') (tensor(63.3130, device='cuda:0')) | > loss_gen: 3.008037805557251 (2.802955772315473) | > loss_kl: 1.9482369422912598 (2.1570370820926263) | > loss_feat: 10.003469467163086 (8.577779013865907) | > loss_mel: 16.57406997680664 (15.298873220171247) | > loss_duration: 1.5469067096710205 (1.609551773704513) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.080718994140625 (30.446196861190334) | > grad_norm_1: tensor(977.0382, device='cuda:0') (tensor(1047.0072, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.8383 (0.8592070904775885) | > loader_time: 0.0099 (0.011247999951153458)  --> TIME: 2025-02-20 13:12:36 -- STEP: 547/924 -- GLOBAL_STEP: 124950 | > loss_disc: 2.097316265106201 (2.228893404468978) | > loss_disc_real_0: 0.0672527328133583 (0.12143952319810551) | > loss_disc_real_1: 0.1952364146709442 (0.1901788199950397) | > loss_disc_real_2: 0.20660819113254547 (0.20251683454953776) | > loss_disc_real_3: 0.2103007584810257 (0.2066472606151152) | > loss_disc_real_4: 0.22377918660640717 (0.21002597028093314) | > loss_disc_real_5: 0.2298804074525833 (0.20276907366960972) | > loss_0: 2.097316265106201 (2.228893404468978) | > grad_norm_0: tensor(29.5103, device='cuda:0') (tensor(62.8336, device='cuda:0')) | > loss_gen: 2.991960287094116 (2.803253121960099) | > loss_kl: 2.1734657287597656 (2.155179581868804) | > loss_feat: 8.89603328704834 (8.573135669750094) | > loss_mel: 14.928545951843262 (15.28091467451134) | > loss_duration: 1.6168138980865479 (1.6099627011436863) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.60681915283203 (30.42244576448932) | > grad_norm_1: tensor(933.3578, device='cuda:0') (tensor(1053.3431, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.8576 (0.8590213141014196) | > loader_time: 0.0158 (0.011238594159783571)  --> TIME: 2025-02-20 13:13:20 -- STEP: 597/924 -- GLOBAL_STEP: 125000 | > loss_disc: 2.176271438598633 (2.230140736554338) | > loss_disc_real_0: 0.08110488206148148 (0.1213989556584526) | > loss_disc_real_1: 0.20386028289794922 (0.19079443420497202) | > loss_disc_real_2: 0.19442260265350342 (0.20281221307002925) | > loss_disc_real_3: 0.22847610712051392 (0.20655081474801013) | > loss_disc_real_4: 0.22728607058525085 (0.21004722598110212) | > loss_disc_real_5: 0.18724434077739716 (0.20234156306365034) | > loss_0: 2.176271438598633 (2.230140736554338) | > grad_norm_0: tensor(104.3362, device='cuda:0') (tensor(63.1272, device='cuda:0')) | > loss_gen: 2.8474807739257812 (2.804292105749823) | > loss_kl: 2.1838326454162598 (2.1529988511722915) | > loss_feat: 8.694598197937012 (8.568834010081076) | > loss_mel: 15.862447738647461 (15.275402249603015) | > loss_duration: 1.5928829908370972 (1.609586786584838) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.181241989135742 (30.41111401377411) | > grad_norm_1: tensor(809.6785, device='cuda:0') (tensor(1043.3466, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.8684 (0.8587087410778252) | > loader_time: 0.0112 (0.011262819395592467) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_125000.pth  --> TIME: 2025-02-20 13:14:06 -- STEP: 647/924 -- GLOBAL_STEP: 125050 | > loss_disc: 2.3200888633728027 (2.228977534096617) | > loss_disc_real_0: 0.06924603134393692 (0.12033364534884737) | > loss_disc_real_1: 0.16190633177757263 (0.19100158229769654) | > loss_disc_real_2: 0.2230074554681778 (0.20277606549642554) | > loss_disc_real_3: 0.2315724790096283 (0.20673313338476512) | > loss_disc_real_4: 0.22541546821594238 (0.20998110699321973) | > loss_disc_real_5: 0.1940763294696808 (0.20233213155310176) | > loss_0: 2.3200888633728027 (2.228977534096617) | > grad_norm_0: tensor(32.7162, device='cuda:0') (tensor(62.8609, device='cuda:0')) | > loss_gen: 2.682565450668335 (2.8052409096884388) | > loss_kl: 1.9929603338241577 (2.1509674380330455) | > loss_feat: 8.512480735778809 (8.57074094150313) | > loss_mel: 15.687472343444824 (15.261598469116588) | > loss_duration: 1.5711870193481445 (1.6093275432793028) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.446666717529297 (30.39787532151943) | > grad_norm_1: tensor(1322.1719, device='cuda:0') (tensor(1041.0002, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.8366 (0.8590304645172776) | > loader_time: 0.0094 (0.01124957282171)  --> TIME: 2025-02-20 13:14:50 -- STEP: 697/924 -- GLOBAL_STEP: 125100 | > loss_disc: 2.183983325958252 (2.229317312774223) | > loss_disc_real_0: 0.08220461010932922 (0.11956041236241031) | > loss_disc_real_1: 0.2244320958852768 (0.19134258328157988) | > loss_disc_real_2: 0.23257482051849365 (0.2028399804230229) | > loss_disc_real_3: 0.24322469532489777 (0.20676321917917678) | > loss_disc_real_4: 0.23597438633441925 (0.21014793131666165) | > loss_disc_real_5: 0.22794874012470245 (0.2025650867729996) | > loss_0: 2.183983325958252 (2.229317312774223) | > grad_norm_0: tensor(41.1218, device='cuda:0') (tensor(62.3251, device='cuda:0')) | > loss_gen: 2.940615177154541 (2.80621224701661) | > loss_kl: 2.053189992904663 (2.1495791772858843) | > loss_feat: 9.448634147644043 (8.572376277901686) | > loss_mel: 15.963868141174316 (15.24537080056014) | > loss_duration: 1.5708396434783936 (1.6093036902686273) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.97714614868164 (30.38284220483416) | > grad_norm_1: tensor(1332.6094, device='cuda:0') (tensor(1035.2083, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.8156 (0.8591468854135211) | > loader_time: 0.0094 (0.011261123495772388)  --> TIME: 2025-02-20 13:15:34 -- STEP: 747/924 -- GLOBAL_STEP: 125150 | > loss_disc: 2.1007704734802246 (2.230409594743927) | > loss_disc_real_0: 0.10386217385530472 (0.12032415168272603) | > loss_disc_real_1: 0.174308180809021 (0.19123057388716744) | > loss_disc_real_2: 0.17276233434677124 (0.2027293548406846) | > loss_disc_real_3: 0.20002251863479614 (0.20678968468264572) | > loss_disc_real_4: 0.1783125251531601 (0.21003435228962491) | > loss_disc_real_5: 0.171351820230484 (0.20260176591206122) | > loss_0: 2.1007704734802246 (2.230409594743927) | > grad_norm_0: tensor(37.8438, device='cuda:0') (tensor(62.5792, device='cuda:0')) | > loss_gen: 2.9088401794433594 (2.8052873592300096) | > loss_kl: 2.1548800468444824 (2.150538440369861) | > loss_feat: 9.015504837036133 (8.57233366589629) | > loss_mel: 15.5399169921875 (15.252561749224682) | > loss_duration: 1.6718807220458984 (1.6093934091379045) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.29102325439453 (30.390114629763357) | > grad_norm_1: tensor(1256.8203, device='cuda:0') (tensor(1031.4913, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.8943 (0.8595364773608591) | > loader_time: 0.0118 (0.011270872560370892)  --> TIME: 2025-02-20 13:16:17 -- STEP: 797/924 -- GLOBAL_STEP: 125200 | > loss_disc: 2.3285672664642334 (2.228272110335951) | > loss_disc_real_0: 0.11860250681638718 (0.11969255994879167) | > loss_disc_real_1: 0.20327188074588776 (0.19128403824799625) | > loss_disc_real_2: 0.23359811305999756 (0.20267773186846388) | > loss_disc_real_3: 0.21235086023807526 (0.2067138928840571) | > loss_disc_real_4: 0.1923339068889618 (0.20995480820555307) | > loss_disc_real_5: 0.2252182513475418 (0.20217097370208745) | > loss_0: 2.3285672664642334 (2.228272110335951) | > grad_norm_0: tensor(63.8758, device='cuda:0') (tensor(62.0456, device='cuda:0')) | > loss_gen: 2.4753313064575195 (2.807413251666232) | > loss_kl: 2.193880796432495 (2.1504824448708777) | > loss_feat: 7.216276168823242 (8.571956737427367) | > loss_mel: 13.51034164428711 (15.247000472907589) | > loss_duration: 1.613022804260254 (1.6096163584267629) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.00885009765625 (30.386469251089444) | > grad_norm_1: tensor(964.3284, device='cuda:0') (tensor(1027.7640, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.8646 (0.8592922630692962) | > loader_time: 0.0113 (0.011270655592531913)  --> TIME: 2025-02-20 13:17:00 -- STEP: 847/924 -- GLOBAL_STEP: 125250 | > loss_disc: 2.186774492263794 (2.2281421009174065) | > loss_disc_real_0: 0.1437273621559143 (0.11950149432862664) | > loss_disc_real_1: 0.17687323689460754 (0.1912231167169219) | > loss_disc_real_2: 0.20379547774791718 (0.20297246775562394) | > loss_disc_real_3: 0.19575589895248413 (0.20667013635038634) | > loss_disc_real_4: 0.22766171395778656 (0.20991298807905862) | > loss_disc_real_5: 0.21114511787891388 (0.20222426345736821) | > loss_0: 2.186774492263794 (2.2281421009174065) | > grad_norm_0: tensor(112.4548, device='cuda:0') (tensor(61.9093, device='cuda:0')) | > loss_gen: 2.8270046710968018 (2.8073511669739912) | > loss_kl: 2.0544188022613525 (2.1527828396140762) | > loss_feat: 7.9592604637146 (8.569671825647637) | > loss_mel: 14.48619270324707 (15.245119425876082) | > loss_duration: 1.5948455333709717 (1.6094612361689526) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.921722412109375 (30.384386483725017) | > grad_norm_1: tensor(788.3793, device='cuda:0') (tensor(1023.8247, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.7889 (0.8584585263005674) | > loader_time: 0.0094 (0.011246695850647057)  --> TIME: 2025-02-20 13:17:44 -- STEP: 897/924 -- GLOBAL_STEP: 125300 | > loss_disc: 2.090341329574585 (2.2278914616392336) | > loss_disc_real_0: 0.14147302508354187 (0.11938038202150078) | > loss_disc_real_1: 0.1570337563753128 (0.19114215853089334) | > loss_disc_real_2: 0.18914894759655 (0.20323404751161536) | > loss_disc_real_3: 0.1583714485168457 (0.20658210184063805) | > loss_disc_real_4: 0.19845269620418549 (0.2099489048704787) | > loss_disc_real_5: 0.17201803624629974 (0.20195922416654596) | > loss_0: 2.090341329574585 (2.2278914616392336) | > grad_norm_0: tensor(40.0515, device='cuda:0') (tensor(61.8870, device='cuda:0')) | > loss_gen: 2.751579523086548 (2.8077023510417267) | > loss_kl: 2.1691393852233887 (2.1523069398459014) | > loss_feat: 9.503739356994629 (8.572595432583437) | > loss_mel: 16.859115600585938 (15.258706032233095) | > loss_duration: 1.6303279399871826 (1.6093881850524359) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.913902282714844 (30.400698928662898) | > grad_norm_1: tensor(1039.3645, device='cuda:0') (tensor(1018.1825, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.8348 (0.8578636712719628) | > loader_time: 0.0101 (0.011259805664436752)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1981680393218994 (2.1981680393218994) | > loss_disc_real_0: 0.09386257827281952 (0.09386257827281952) | > loss_disc_real_1: 0.21122416853904724 (0.21122416853904724) | > loss_disc_real_2: 0.2505981922149658 (0.2505981922149658) | > loss_disc_real_3: 0.1985354870557785 (0.1985354870557785) | > loss_disc_real_4: 0.2681041359901428 (0.2681041359901428) | > loss_disc_real_5: 0.24632585048675537 (0.24632585048675537) | > loss_0: 2.1981680393218994 (2.1981680393218994) | > loss_gen: 3.028538942337036 (3.028538942337036) | > loss_kl: 2.082307815551758 (2.082307815551758) | > loss_feat: 8.487508773803711 (8.487508773803711) | > loss_mel: 15.316898345947266 (15.316898345947266) | > loss_duration: 1.6564258337020874 (1.6564258337020874) | > loss_1: 30.571680068969727 (30.571680068969727)  --> STEP: 1 | > loss_disc: 2.3571958541870117 (2.3571958541870117) | > loss_disc_real_0: 0.11282411217689514 (0.11282411217689514) | > loss_disc_real_1: 0.1979179084300995 (0.1979179084300995) | > loss_disc_real_2: 0.28428924083709717 (0.28428924083709717) | > loss_disc_real_3: 0.23123133182525635 (0.23123133182525635) | > loss_disc_real_4: 0.27520379424095154 (0.27520379424095154) | > loss_disc_real_5: 0.2492774873971939 (0.2492774873971939) | > loss_0: 2.3571958541870117 (2.3571958541870117) | > loss_gen: 2.8960587978363037 (2.8960587978363037) | > loss_kl: 1.9317452907562256 (1.9317452907562256) | > loss_feat: 7.736045837402344 (7.736045837402344) | > loss_mel: 14.149639129638672 (14.149639129638672) | > loss_duration: 1.675538182258606 (1.675538182258606) | > loss_1: 28.389028549194336 (28.389028549194336)  --> STEP: 2 | > loss_disc: 2.177598476409912 (2.267397165298462) | > loss_disc_real_0: 0.09819956868886948 (0.10551184043288231) | > loss_disc_real_1: 0.21402989327907562 (0.20597390085458755) | > loss_disc_real_2: 0.277462363243103 (0.2808758020401001) | > loss_disc_real_3: 0.21489065885543823 (0.2230609953403473) | > loss_disc_real_4: 0.23343993723392487 (0.2543218657374382) | > loss_disc_real_5: 0.2540392577648163 (0.2516583725810051) | > loss_0: 2.177598476409912 (2.267397165298462) | > loss_gen: 3.1777455806732178 (3.0369021892547607) | > loss_kl: 1.9935613870620728 (1.9626533389091492) | > loss_feat: 9.44378662109375 (8.589916229248047) | > loss_mel: 16.53300666809082 (15.341322898864746) | > loss_duration: 1.5621050596237183 (1.618821620941162) | > loss_1: 32.710205078125 (30.549616813659668)  --> STEP: 3 | > loss_disc: 2.2917559146881104 (2.2755167484283447) | > loss_disc_real_0: 0.10785869508981705 (0.10629412531852722) | > loss_disc_real_1: 0.22783391177654266 (0.21326057116190592) | > loss_disc_real_2: 0.25733986496925354 (0.27303048968315125) | > loss_disc_real_3: 0.22194208204746246 (0.22268802424271902) | > loss_disc_real_4: 0.2424221932888031 (0.2503553082545598) | > loss_disc_real_5: 0.2476685792207718 (0.2503284414609273) | > loss_0: 2.2917559146881104 (2.2755167484283447) | > loss_gen: 2.8652801513671875 (2.9796948432922363) | > loss_kl: 2.3370323181152344 (2.0874463319778442) | > loss_feat: 7.099895000457764 (8.093242486317953) | > loss_mel: 13.323629379272461 (14.668758392333984) | > loss_duration: 1.6557621955871582 (1.6311351458231609) | > loss_1: 27.281599044799805 (29.460277557373047)  --> STEP: 4 | > loss_disc: 2.3697147369384766 (2.2990662455558777) | > loss_disc_real_0: 0.10447128862142563 (0.10583841614425182) | > loss_disc_real_1: 0.22271376848220825 (0.2156238704919815) | > loss_disc_real_2: 0.280761182308197 (0.2749631628394127) | > loss_disc_real_3: 0.22702138125896454 (0.2237713634967804) | > loss_disc_real_4: 0.26667484641075134 (0.2544351927936077) | > loss_disc_real_5: 0.25453853607177734 (0.25138096511363983) | > loss_0: 2.3697147369384766 (2.2990662455558777) | > loss_gen: 2.759169101715088 (2.924563407897949) | > loss_kl: 1.9812239408493042 (2.0608907341957092) | > loss_feat: 6.959471225738525 (7.809799671173096) | > loss_mel: 12.912848472595215 (14.229780912399292) | > loss_duration: 1.7578765153884888 (1.6628204882144928) | > loss_1: 26.370588302612305 (28.68785524368286)  --> STEP: 5 | > loss_disc: 2.439817190170288 (2.3272164344787596) | > loss_disc_real_0: 0.11730724573135376 (0.10813218206167222) | > loss_disc_real_1: 0.23504048585891724 (0.21950719356536866) | > loss_disc_real_2: 0.28817328810691833 (0.27760518789291383) | > loss_disc_real_3: 0.20778140425682068 (0.22057337164878846) | > loss_disc_real_4: 0.23358169198036194 (0.25026449263095857) | > loss_disc_real_5: 0.27625879645347595 (0.2563565313816071) | > loss_0: 2.439817190170288 (2.3272164344787596) | > loss_gen: 2.48930025100708 (2.8375107765197756) | > loss_kl: 1.9843426942825317 (2.0455811262130736) | > loss_feat: 6.298635959625244 (7.507566928863525) | > loss_mel: 9.661177635192871 (13.316060256958007) | > loss_duration: 1.5163843631744385 (1.6335332632064818) | > loss_1: 21.949840545654297 (27.340252304077147) --> EVAL PERFORMANCE | > avg_loader_time: 0.15507802963256836 (+0.006079864501953136) | > avg_loss_disc: 2.3272164344787596 (+0.03834567070007289) | > avg_loss_disc_real_0: 0.10813218206167222 (-0.009296928346157071) | > avg_loss_disc_real_1: 0.21950719356536866 (-0.002740082144737227) | > avg_loss_disc_real_2: 0.27760518789291383 (+0.0494287520647049) | > avg_loss_disc_real_3: 0.22057337164878846 (-0.009074181318283081) | > avg_loss_disc_real_4: 0.25026449263095857 (+0.01836118400096895) | > avg_loss_disc_real_5: 0.2563565313816071 (+0.0350947976112366) | > avg_loss_0: 2.3272164344787596 (+0.03834567070007289) | > avg_loss_gen: 2.8375107765197756 (+0.22168054580688512) | > avg_loss_kl: 2.0455811262130736 (+0.06033401489257795) | > avg_loss_feat: 7.507566928863525 (-0.18432788848876935) | > avg_loss_mel: 13.316060256958007 (-0.7959209442138686) | > avg_loss_duration: 1.6335332632064818 (-0.011925673484802335) | > avg_loss_1: 27.340252304077147 (-0.7101593017578125)  > EPOCH: 86/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 13:18:15)   --> TIME: 2025-02-20 13:18:37 -- STEP: 23/924 -- GLOBAL_STEP: 125350 | > loss_disc: 2.2375152111053467 (2.2665937154189413) | > loss_disc_real_0: 0.12035240232944489 (0.13186676751660267) | > loss_disc_real_1: 0.2064269632101059 (0.19481948795525925) | > loss_disc_real_2: 0.2023863047361374 (0.2068232958731444) | > loss_disc_real_3: 0.21559682488441467 (0.20157420959161676) | > loss_disc_real_4: 0.20372550189495087 (0.21347209552060004) | > loss_disc_real_5: 0.1902747005224228 (0.19846202109170996) | > loss_0: 2.2375152111053467 (2.2665937154189413) | > grad_norm_0: tensor(43.5358, device='cuda:0') (tensor(68.8640, device='cuda:0')) | > loss_gen: 2.740173816680908 (2.8074460858884067) | > loss_kl: 2.108466863632202 (2.2126494905223018) | > loss_feat: 7.638216018676758 (8.438148457071055) | > loss_mel: 15.143229484558105 (14.940044112827467) | > loss_duration: 1.6143357753753662 (1.6082889619080916) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.244421005249023 (30.006576952726945) | > grad_norm_1: tensor(1343.1013, device='cuda:0') (tensor(973.5460, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.7896 (0.8492262259773586) | > loader_time: 0.0143 (0.011366564294566278)  --> TIME: 2025-02-20 13:19:21 -- STEP: 73/924 -- GLOBAL_STEP: 125400 | > loss_disc: 2.3070156574249268 (2.2380290570324424) | > loss_disc_real_0: 0.1224193200469017 (0.1222562273989802) | > loss_disc_real_1: 0.18406178057193756 (0.19166737549925503) | > loss_disc_real_2: 0.2174564003944397 (0.20310507367735037) | > loss_disc_real_3: 0.17861308157444 (0.20589898771619147) | > loss_disc_real_4: 0.18895086646080017 (0.20868051684882544) | > loss_disc_real_5: 0.20126588642597198 (0.20004902514692854) | > loss_0: 2.3070156574249268 (2.2380290570324424) | > grad_norm_0: tensor(63.2129, device='cuda:0') (tensor(62.2758, device='cuda:0')) | > loss_gen: 2.625354051589966 (2.812462359258573) | > loss_kl: 2.358879327774048 (2.2035664597602738) | > loss_feat: 7.644532203674316 (8.528367225437952) | > loss_mel: 14.94419002532959 (15.113653823120954) | > loss_duration: 1.6366831064224243 (1.6114363147787851) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.209638595581055 (30.269485943937955) | > grad_norm_1: tensor(597.5182, device='cuda:0') (tensor(1011.7994, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.8503 (0.8531111364495264) | > loader_time: 0.0114 (0.0117582621639722)  --> TIME: 2025-02-20 13:20:04 -- STEP: 123/924 -- GLOBAL_STEP: 125450 | > loss_disc: 2.3001227378845215 (2.233280006462965) | > loss_disc_real_0: 0.1851375252008438 (0.12094765977282837) | > loss_disc_real_1: 0.1833040416240692 (0.19139410337296928) | > loss_disc_real_2: 0.20968873798847198 (0.20451990048575208) | > loss_disc_real_3: 0.1732495129108429 (0.20638352693096412) | > loss_disc_real_4: 0.19954662024974823 (0.20836174136739435) | > loss_disc_real_5: 0.2198135256767273 (0.2022996258929493) | > loss_0: 2.3001227378845215 (2.233280006462965) | > grad_norm_0: tensor(76.4758, device='cuda:0') (tensor(63.5362, device='cuda:0')) | > loss_gen: 2.8422818183898926 (2.815370654672141) | > loss_kl: 2.2335269451141357 (2.19775595509909) | > loss_feat: 8.397283554077148 (8.538162774186805) | > loss_mel: 14.885457038879395 (15.098614553125893) | > loss_duration: 1.5591578483581543 (1.6097452000873844) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.917707443237305 (30.259649028623006) | > grad_norm_1: tensor(560.9335, device='cuda:0') (tensor(1010.9285, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.8467 (0.8528467697825858) | > loader_time: 0.0103 (0.011876668387312229)  --> TIME: 2025-02-20 13:20:48 -- STEP: 173/924 -- GLOBAL_STEP: 125500 | > loss_disc: 2.405707597732544 (2.227632017493937) | > loss_disc_real_0: 0.06357916444540024 (0.11810737867661986) | > loss_disc_real_1: 0.2152538001537323 (0.19101807664584564) | > loss_disc_real_2: 0.2143383026123047 (0.20361994353332966) | > loss_disc_real_3: 0.22882921993732452 (0.20651841120568315) | > loss_disc_real_4: 0.22928912937641144 (0.20873901316885315) | > loss_disc_real_5: 0.17940208315849304 (0.20240476761939208) | > loss_0: 2.405707597732544 (2.227632017493937) | > grad_norm_0: tensor(71.8392, device='cuda:0') (tensor(60.2380, device='cuda:0')) | > loss_gen: 2.6637990474700928 (2.8091087644499857) | > loss_kl: 1.9986727237701416 (2.184066602949461) | > loss_feat: 6.970464706420898 (8.529681263631483) | > loss_mel: 14.575578689575195 (15.126930766022964) | > loss_duration: 1.5876587629318237 (1.6095364121343358) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.796173095703125 (30.259323715474565) | > grad_norm_1: tensor(1045.5859, device='cuda:0') (tensor(1011.4288, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.8247 (0.8543859534180922) | > loader_time: 0.0128 (0.011747068063372128)  --> TIME: 2025-02-20 13:21:31 -- STEP: 223/924 -- GLOBAL_STEP: 125550 | > loss_disc: 2.339081048965454 (2.237079999372028) | > loss_disc_real_0: 0.13778440654277802 (0.12090773387674261) | > loss_disc_real_1: 0.2128339409828186 (0.1915979520355105) | > loss_disc_real_2: 0.2100437730550766 (0.20504891144053286) | > loss_disc_real_3: 0.1816120147705078 (0.2065125014215307) | > loss_disc_real_4: 0.20230142772197723 (0.20957113434915586) | > loss_disc_real_5: 0.2227611243724823 (0.20272741476783837) | > loss_0: 2.339081048965454 (2.237079999372028) | > grad_norm_0: tensor(41.9294, device='cuda:0') (tensor(60.7809, device='cuda:0')) | > loss_gen: 2.43668270111084 (2.799203276099646) | > loss_kl: 2.2091152667999268 (2.180025893476512) | > loss_feat: 8.021992683410645 (8.532050164825707) | > loss_mel: 15.168757438659668 (15.194525953900119) | > loss_duration: 1.6061382293701172 (1.6090380808697688) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.442686080932617 (30.314843318922104) | > grad_norm_1: tensor(690.9116, device='cuda:0') (tensor(995.9951, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.8493 (0.8549752780674819) | > loader_time: 0.013 (0.01172739400991944)  --> TIME: 2025-02-20 13:22:15 -- STEP: 273/924 -- GLOBAL_STEP: 125600 | > loss_disc: 2.3843793869018555 (2.233189991105606) | > loss_disc_real_0: 0.15670925378799438 (0.12024464780266905) | > loss_disc_real_1: 0.2031351774930954 (0.19123042453994682) | > loss_disc_real_2: 0.19136978685855865 (0.20454064557403875) | > loss_disc_real_3: 0.2151908576488495 (0.206199070145359) | > loss_disc_real_4: 0.21847844123840332 (0.2091200481622647) | > loss_disc_real_5: 0.1799396574497223 (0.20175412722996303) | > loss_0: 2.3843793869018555 (2.233189991105606) | > grad_norm_0: tensor(34.3817, device='cuda:0') (tensor(59.5323, device='cuda:0')) | > loss_gen: 2.49658203125 (2.8005711455921554) | > loss_kl: 2.017291307449341 (2.165438375630222) | > loss_feat: 7.504586219787598 (8.518387955186999) | > loss_mel: 13.770256996154785 (15.15255111303085) | > loss_duration: 1.6426777839660645 (1.6099583727099522) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.431392669677734 (30.24690688136733) | > grad_norm_1: tensor(649.5884, device='cuda:0') (tensor(1005.8195, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.8485 (0.8544296152862437) | > loader_time: 0.0132 (0.011702622249449565)  --> TIME: 2025-02-20 13:22:59 -- STEP: 323/924 -- GLOBAL_STEP: 125650 | > loss_disc: 2.2038369178771973 (2.2354882903881474) | > loss_disc_real_0: 0.17250585556030273 (0.12065652590648678) | > loss_disc_real_1: 0.15021786093711853 (0.19140400993565662) | > loss_disc_real_2: 0.2031969428062439 (0.20524863229816542) | > loss_disc_real_3: 0.20471549034118652 (0.20640761043080608) | > loss_disc_real_4: 0.18593329191207886 (0.2092934146108273) | > loss_disc_real_5: 0.19825205206871033 (0.2017586556935089) | > loss_0: 2.2038369178771973 (2.2354882903881474) | > grad_norm_0: tensor(65.7568, device='cuda:0') (tensor(59.4143, device='cuda:0')) | > loss_gen: 2.7886123657226562 (2.8017575371745207) | > loss_kl: 2.063441514968872 (2.158517886610593) | > loss_feat: 8.704070091247559 (8.527329086150164) | > loss_mel: 14.905743598937988 (15.19953838147615) | > loss_duration: 1.6482539176940918 (1.609141234273881) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.110122680664062 (30.296284046704557) | > grad_norm_1: tensor(1162.0936, device='cuda:0') (tensor(1013.7089, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.8666 (0.8569803887476493) | > loader_time: 0.0117 (0.011694399564996957)  --> TIME: 2025-02-20 13:23:43 -- STEP: 373/924 -- GLOBAL_STEP: 125700 | > loss_disc: 2.1264257431030273 (2.236118945934815) | > loss_disc_real_0: 0.05296916142106056 (0.12136685785315632) | > loss_disc_real_1: 0.17555779218673706 (0.19154742220291826) | > loss_disc_real_2: 0.214166522026062 (0.20472930199978498) | > loss_disc_real_3: 0.18441791832447052 (0.20617509703214307) | > loss_disc_real_4: 0.21103432774543762 (0.20975814855610078) | > loss_disc_real_5: 0.18163242936134338 (0.2021778495957321) | > loss_0: 2.1264257431030273 (2.236118945934815) | > grad_norm_0: tensor(44.2531, device='cuda:0') (tensor(58.0940, device='cuda:0')) | > loss_gen: 2.8506603240966797 (2.7949577406967627) | > loss_kl: 2.1993820667266846 (2.1617186894046077) | > loss_feat: 8.666061401367188 (8.51382824946343) | > loss_mel: 15.89837646484375 (15.215484358350329) | > loss_duration: 1.5665984153747559 (1.6093020582966127) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.181079864501953 (30.29529104156085) | > grad_norm_1: tensor(1193.5840, device='cuda:0') (tensor(1033.5477, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.8271 (0.8573637488060918) | > loader_time: 0.0143 (0.011728028509636015)  --> TIME: 2025-02-20 13:24:27 -- STEP: 423/924 -- GLOBAL_STEP: 125750 | > loss_disc: 2.1957356929779053 (2.2369618999197094) | > loss_disc_real_0: 0.13411927223205566 (0.12288427427763353) | > loss_disc_real_1: 0.19796667993068695 (0.1915757774461246) | > loss_disc_real_2: 0.22010254859924316 (0.2045540339346473) | > loss_disc_real_3: 0.22759898006916046 (0.20613785619994995) | > loss_disc_real_4: 0.19342362880706787 (0.2093158617228199) | > loss_disc_real_5: 0.17077022790908813 (0.20189287701960715) | > loss_0: 2.1957356929779053 (2.2369618999197094) | > grad_norm_0: tensor(38.0185, device='cuda:0') (tensor(59.1471, device='cuda:0')) | > loss_gen: 2.7549688816070557 (2.7938894926797144) | > loss_kl: 2.0105526447296143 (2.1603077365433343) | > loss_feat: 7.511462211608887 (8.509379803993443) | > loss_mel: 14.38245964050293 (15.219311711917815) | > loss_duration: 1.6823272705078125 (1.6092608806371125) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.34177017211914 (30.292149595616838) | > grad_norm_1: tensor(1238.0481, device='cuda:0') (tensor(1019.1570, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.8501 (0.8580097379977539) | > loader_time: 0.0107 (0.011742418821258174)  --> TIME: 2025-02-20 13:25:11 -- STEP: 473/924 -- GLOBAL_STEP: 125800 | > loss_disc: 2.241642951965332 (2.2369482257653472) | > loss_disc_real_0: 0.22971488535404205 (0.12389106321567965) | > loss_disc_real_1: 0.2301456779241562 (0.19168206995813844) | > loss_disc_real_2: 0.2013353854417801 (0.20435226735428574) | > loss_disc_real_3: 0.2214575558900833 (0.20618844155151297) | > loss_disc_real_4: 0.21827435493469238 (0.20931711670082165) | > loss_disc_real_5: 0.24078966677188873 (0.20168863964635272) | > loss_0: 2.241642951965332 (2.2369482257653472) | > grad_norm_0: tensor(122.9433, device='cuda:0') (tensor(60.3461, device='cuda:0')) | > loss_gen: 2.9917116165161133 (2.7938286744010887) | > loss_kl: 2.086702585220337 (2.1604521937400536) | > loss_feat: 9.376527786254883 (8.5095999840702) | > loss_mel: 15.978797912597656 (15.220297073461037) | > loss_duration: 1.6274807453155518 (1.6090777520145472) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.06121826171875 (30.29325565878483) | > grad_norm_1: tensor(1070.0713, device='cuda:0') (tensor(1029.9343, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.8694 (0.8584031670592552) | > loader_time: 0.0111 (0.01171471553423439)  --> TIME: 2025-02-20 13:25:54 -- STEP: 523/924 -- GLOBAL_STEP: 125850 | > loss_disc: 2.1056346893310547 (2.2366489974308177) | > loss_disc_real_0: 0.13103699684143066 (0.12380313562731442) | > loss_disc_real_1: 0.18142469227313995 (0.19124575289781875) | > loss_disc_real_2: 0.22795242071151733 (0.20416197414379958) | > loss_disc_real_3: 0.22765077650547028 (0.20600352298119332) | > loss_disc_real_4: 0.2292359322309494 (0.2093743105520482) | > loss_disc_real_5: 0.18286316096782684 (0.20176852344896778) | > loss_0: 2.1056346893310547 (2.2366489974308177) | > grad_norm_0: tensor(75.1742, device='cuda:0') (tensor(60.6273, device='cuda:0')) | > loss_gen: 3.087852954864502 (2.795179512487088) | > loss_kl: 2.236281633377075 (2.1598202318351984) | > loss_feat: 9.416267395019531 (8.507243956936012) | > loss_mel: 15.847363471984863 (15.223597333262573) | > loss_duration: 1.6323254108428955 (1.6089361249602776) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.220088958740234 (30.29477712073244) | > grad_norm_1: tensor(1014.1630, device='cuda:0') (tensor(1015.2202, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.864 (0.8581927105300057) | > loader_time: 0.0111 (0.011656236466212654)  --> TIME: 2025-02-20 13:26:38 -- STEP: 573/924 -- GLOBAL_STEP: 125900 | > loss_disc: 2.0591704845428467 (2.2350523440625647) | > loss_disc_real_0: 0.06944000720977783 (0.12349452973582357) | > loss_disc_real_1: 0.17036771774291992 (0.19107938426535373) | > loss_disc_real_2: 0.1874629557132721 (0.20397789560479435) | > loss_disc_real_3: 0.17375116050243378 (0.20606441249710097) | > loss_disc_real_4: 0.16934102773666382 (0.2091740189318466) | > loss_disc_real_5: 0.18494713306427002 (0.20169744285613456) | > loss_0: 2.0591704845428467 (2.2350523440625647) | > grad_norm_0: tensor(33.8913, device='cuda:0') (tensor(60.9985, device='cuda:0')) | > loss_gen: 2.9173336029052734 (2.7968858599038655) | > loss_kl: 2.0817272663116455 (2.1580390048068647) | > loss_feat: 9.236542701721191 (8.512082914615371) | > loss_mel: 15.261679649353027 (15.205777283114289) | > loss_duration: 1.6266309022903442 (1.6084649496261567) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.123912811279297 (30.281249963384234) | > grad_norm_1: tensor(1012.9016, device='cuda:0') (tensor(1022.1011, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.8754 (0.8583354962433815) | > loader_time: 0.0114 (0.011648381151662023)  --> TIME: 2025-02-20 13:27:22 -- STEP: 623/924 -- GLOBAL_STEP: 125950 | > loss_disc: 2.130582332611084 (2.235856076878872) | > loss_disc_real_0: 0.08406230807304382 (0.12297353786483622) | > loss_disc_real_1: 0.2109081894159317 (0.1913333421821196) | > loss_disc_real_2: 0.2297111600637436 (0.20401364244389117) | > loss_disc_real_3: 0.187970370054245 (0.20630271108537004) | > loss_disc_real_4: 0.1904716044664383 (0.20920302258448653) | > loss_disc_real_5: 0.2255648672580719 (0.2024308871447945) | > loss_0: 2.130582332611084 (2.235856076878872) | > grad_norm_0: tensor(28.1510, device='cuda:0') (tensor(60.5489, device='cuda:0')) | > loss_gen: 3.071963310241699 (2.7965429012886407) | > loss_kl: 2.2281415462493896 (2.1589072839406294) | > loss_feat: 8.996582984924316 (8.505854063202435) | > loss_mel: 16.07587432861328 (15.194451227999423) | > loss_duration: 1.6141831874847412 (1.6086380016746342) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.986745834350586 (30.264393443663277) | > grad_norm_1: tensor(962.4092, device='cuda:0') (tensor(1024.9088, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.8169 (0.8582978298346455) | > loader_time: 0.01 (0.011618318756740317)  --> TIME: 2025-02-20 13:28:06 -- STEP: 673/924 -- GLOBAL_STEP: 126000 | > loss_disc: 2.1932523250579834 (2.236684571403628) | > loss_disc_real_0: 0.11386684328317642 (0.12306225655204651) | > loss_disc_real_1: 0.21408133208751678 (0.19169727481492013) | > loss_disc_real_2: 0.2213137298822403 (0.2038872618156238) | > loss_disc_real_3: 0.252995103597641 (0.2065568560786977) | > loss_disc_real_4: 0.22355704009532928 (0.20927220470040903) | > loss_disc_real_5: 0.27235177159309387 (0.20259973849619667) | > loss_0: 2.1932523250579834 (2.236684571403628) | > grad_norm_0: tensor(82.4389, device='cuda:0') (tensor(60.5347, device='cuda:0')) | > loss_gen: 2.886198043823242 (2.79354752296856) | > loss_kl: 2.2329273223876953 (2.1628200432166644) | > loss_feat: 8.303279876708984 (8.50017277588638) | > loss_mel: 15.52956485748291 (15.19766791260083) | > loss_duration: 1.601072072982788 (1.6082575744541057) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.553043365478516 (30.262465804328183) | > grad_norm_1: tensor(1169.6288, device='cuda:0') (tensor(1014.2240, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.8028 (0.8585814444838092) | > loader_time: 0.0093 (0.011582980007154626) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_126000.pth  --> TIME: 2025-02-20 13:28:52 -- STEP: 723/924 -- GLOBAL_STEP: 126050 | > loss_disc: 1.9507042169570923 (2.235406432244126) | > loss_disc_real_0: 0.04102001711726189 (0.12213218676372023) | > loss_disc_real_1: 0.16947494447231293 (0.19193619147540772) | > loss_disc_real_2: 0.21546916663646698 (0.20377380055675537) | > loss_disc_real_3: 0.21112430095672607 (0.20639369235906033) | > loss_disc_real_4: 0.1896364986896515 (0.20925090510403302) | > loss_disc_real_5: 0.2002917379140854 (0.20272101218687227) | > loss_0: 1.9507042169570923 (2.235406432244126) | > grad_norm_0: tensor(24.9707, device='cuda:0') (tensor(59.8614, device='cuda:0')) | > loss_gen: 2.9842405319213867 (2.796642086812572) | > loss_kl: 2.353853464126587 (2.1627906156938246) | > loss_feat: 9.866355895996094 (8.512045531846672) | > loss_mel: 16.73403549194336 (15.210592598341313) | > loss_duration: 1.534888744354248 (1.6081900416897876) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.47337341308594 (30.29026083992395) | > grad_norm_1: tensor(1059.6785, device='cuda:0') (tensor(1011.9321, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.9028 (0.8591396488754249) | > loader_time: 0.0119 (0.011616661670626777)  --> TIME: 2025-02-20 13:29:36 -- STEP: 773/924 -- GLOBAL_STEP: 126100 | > loss_disc: 2.4337451457977295 (2.234784617769455) | > loss_disc_real_0: 0.09032358974218369 (0.12149495861817146) | > loss_disc_real_1: 0.17738844454288483 (0.1919660062407459) | > loss_disc_real_2: 0.18792296946048737 (0.20370826497192066) | > loss_disc_real_3: 0.20995739102363586 (0.20655542284365921) | > loss_disc_real_4: 0.2127102166414261 (0.2092618181009959) | > loss_disc_real_5: 0.19270338118076324 (0.20272760056585737) | > loss_0: 2.4337451457977295 (2.234784617769455) | > grad_norm_0: tensor(31.0374, device='cuda:0') (tensor(60.1191, device='cuda:0')) | > loss_gen: 2.480698585510254 (2.796955375745413) | > loss_kl: 1.9784084558486938 (2.161625246952295) | > loss_feat: 8.595459938049316 (8.515949695878312) | > loss_mel: 15.378800392150879 (15.219640957584357) | > loss_duration: 1.5938084125518799 (1.6087342559288889) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.027177810668945 (30.30290551327487) | > grad_norm_1: tensor(864.6409, device='cuda:0') (tensor(1016.0687, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.8865 (0.8593384574949354) | > loader_time: 0.0114 (0.011624462391704051)  --> TIME: 2025-02-20 13:30:19 -- STEP: 823/924 -- GLOBAL_STEP: 126150 | > loss_disc: 2.0969128608703613 (2.2330861969388116) | > loss_disc_real_0: 0.05343359708786011 (0.12121144596165905) | > loss_disc_real_1: 0.17561130225658417 (0.19186775755693947) | > loss_disc_real_2: 0.20286661386489868 (0.20353652457203064) | > loss_disc_real_3: 0.1897275447845459 (0.20639785684255899) | > loss_disc_real_4: 0.2178441733121872 (0.20913872703964193) | > loss_disc_real_5: 0.1550203561782837 (0.20269835082178134) | > loss_0: 2.0969128608703613 (2.2330861969388116) | > grad_norm_0: tensor(60.0471, device='cuda:0') (tensor(59.7977, device='cuda:0')) | > loss_gen: 2.956158399581909 (2.7973632230214065) | > loss_kl: 2.1598479747772217 (2.160799561120466) | > loss_feat: 9.620166778564453 (8.519683223158875) | > loss_mel: 16.71784210205078 (15.21741102735443) | > loss_duration: 1.574215054512024 (1.608637963870896) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.028228759765625 (30.303894981578953) | > grad_norm_1: tensor(1483.4775, device='cuda:0') (tensor(1019.7982, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.8386 (0.8587817760458257) | > loader_time: 0.0107 (0.011613666793990106)  --> TIME: 2025-02-20 13:31:03 -- STEP: 873/924 -- GLOBAL_STEP: 126200 | > loss_disc: 2.291558265686035 (2.232176269862249) | > loss_disc_real_0: 0.1844741851091385 (0.12083998061759228) | > loss_disc_real_1: 0.19692623615264893 (0.19182672099832257) | > loss_disc_real_2: 0.2149840146303177 (0.20354786836131472) | > loss_disc_real_3: 0.2110944241285324 (0.20635184985324143) | > loss_disc_real_4: 0.2199900597333908 (0.20920926822351563) | > loss_disc_real_5: 0.2586486339569092 (0.2026887698374254) | > loss_0: 2.291558265686035 (2.232176269862249) | > grad_norm_0: tensor(100.7838, device='cuda:0') (tensor(60.1360, device='cuda:0')) | > loss_gen: 2.9212093353271484 (2.798754827809636) | > loss_kl: 2.24125337600708 (2.159157479888109) | > loss_feat: 8.456866264343262 (8.530003772158796) | > loss_mel: 15.037787437438965 (15.219303328829806) | > loss_duration: 1.597528100013733 (1.6088376135350917) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.25464630126953 (30.316057006381495) | > grad_norm_1: tensor(1282.8701, device='cuda:0') (tensor(1025.6429, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.8505 (0.8581535663255163) | > loader_time: 0.0116 (0.011624728418024682)  --> TIME: 2025-02-20 13:31:46 -- STEP: 923/924 -- GLOBAL_STEP: 126250 | > loss_disc: 2.2707114219665527 (2.2295505987603375) | > loss_disc_real_0: 0.07205759733915329 (0.12008980180531385) | > loss_disc_real_1: 0.1990019679069519 (0.19164643435863077) | > loss_disc_real_2: 0.23099207878112793 (0.2033746866822114) | > loss_disc_real_3: 0.22516347467899323 (0.20630887596346317) | > loss_disc_real_4: 0.19340364634990692 (0.2091465397845885) | > loss_disc_real_5: 0.1918638050556183 (0.20254179126586072) | > loss_0: 2.2707114219665527 (2.2295505987603375) | > grad_norm_0: tensor(40.5256, device='cuda:0') (tensor(60.1133, device='cuda:0')) | > loss_gen: 2.6829850673675537 (2.8025194575701367) | > loss_kl: 2.3231475353240967 (2.1608297192004216) | > loss_feat: 8.005138397216797 (8.544409241474849) | > loss_mel: 13.785138130187988 (15.229169198777022) | > loss_duration: 1.6121342182159424 (1.608520330354685) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.408544540405273 (30.34544793704478) | > grad_norm_1: tensor(1129.3224, device='cuda:0') (tensor(1026.4359, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.7476 (0.8574977967230236) | > loader_time: 0.0077 (0.011581124360486462)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.510481119155884 (2.510481119155884) | > loss_disc_real_0: 0.09031616896390915 (0.09031616896390915) | > loss_disc_real_1: 0.20855867862701416 (0.20855867862701416) | > loss_disc_real_2: 0.21111683547496796 (0.21111683547496796) | > loss_disc_real_3: 0.23158691823482513 (0.23158691823482513) | > loss_disc_real_4: 0.22266283631324768 (0.22266283631324768) | > loss_disc_real_5: 0.21964478492736816 (0.21964478492736816) | > loss_0: 2.510481119155884 (2.510481119155884) | > loss_gen: 2.1091957092285156 (2.1091957092285156) | > loss_kl: 1.995692491531372 (1.995692491531372) | > loss_feat: 6.552210807800293 (6.552210807800293) | > loss_mel: 12.529165267944336 (12.529165267944336) | > loss_duration: 1.6652803421020508 (1.6652803421020508) | > loss_1: 24.851543426513672 (24.851543426513672)  --> STEP: 1 | > loss_disc: 2.506943941116333 (2.506943941116333) | > loss_disc_real_0: 0.08168420940637589 (0.08168420940637589) | > loss_disc_real_1: 0.21081410348415375 (0.21081410348415375) | > loss_disc_real_2: 0.24559623003005981 (0.24559623003005981) | > loss_disc_real_3: 0.23482050001621246 (0.23482050001621246) | > loss_disc_real_4: 0.2390918880701065 (0.2390918880701065) | > loss_disc_real_5: 0.2595178782939911 (0.2595178782939911) | > loss_0: 2.506943941116333 (2.506943941116333) | > loss_gen: 2.333482265472412 (2.333482265472412) | > loss_kl: 2.1418044567108154 (2.1418044567108154) | > loss_feat: 7.34888219833374 (7.34888219833374) | > loss_mel: 14.377947807312012 (14.377947807312012) | > loss_duration: 1.6710729598999023 (1.6710729598999023) | > loss_1: 27.873188018798828 (27.873188018798828)  --> STEP: 2 | > loss_disc: 2.566492795944214 (2.5367183685302734) | > loss_disc_real_0: 0.08015400916337967 (0.08091910928487778) | > loss_disc_real_1: 0.22650574147701263 (0.2186599224805832) | > loss_disc_real_2: 0.2249303162097931 (0.23526327311992645) | > loss_disc_real_3: 0.24868476390838623 (0.24175263196229935) | > loss_disc_real_4: 0.2423517405986786 (0.24072181433439255) | > loss_disc_real_5: 0.24292103946208954 (0.2512194588780403) | > loss_0: 2.566492795944214 (2.5367183685302734) | > loss_gen: 2.147491216659546 (2.240486741065979) | > loss_kl: 2.087519407272339 (2.114661931991577) | > loss_feat: 6.863330841064453 (7.106106519699097) | > loss_mel: 13.43164348602295 (13.90479564666748) | > loss_duration: 1.5707581043243408 (1.6209155321121216) | > loss_1: 26.100744247436523 (26.986966133117676)  --> STEP: 3 | > loss_disc: 2.484752655029297 (2.5193964640299478) | > loss_disc_real_0: 0.07054182142019272 (0.07746001332998276) | > loss_disc_real_1: 0.2181909829378128 (0.21850360929965973) | > loss_disc_real_2: 0.23658114671707153 (0.23570256431897482) | > loss_disc_real_3: 0.2469594031572342 (0.24348822236061096) | > loss_disc_real_4: 0.26610681414604187 (0.24918348093827566) | > loss_disc_real_5: 0.22870953381061554 (0.24371615052223206) | > loss_0: 2.484752655029297 (2.5193964640299478) | > loss_gen: 2.332312822341919 (2.2710954348246255) | > loss_kl: 2.0632638931274414 (2.0975292523701987) | > loss_feat: 7.648049831390381 (7.286754290262858) | > loss_mel: 14.708656311035156 (14.172749201456705) | > loss_duration: 1.6616015434265137 (1.6344775358835857) | > loss_1: 28.41388511657715 (27.462605794270832)  --> STEP: 4 | > loss_disc: 2.564742088317871 (2.5307328701019287) | > loss_disc_real_0: 0.10999076068401337 (0.08559270016849041) | > loss_disc_real_1: 0.21176885068416595 (0.21681991964578629) | > loss_disc_real_2: 0.2345145046710968 (0.2354055494070053) | > loss_disc_real_3: 0.27122780680656433 (0.2504231184720993) | > loss_disc_real_4: 0.23679746687412262 (0.2460869774222374) | > loss_disc_real_5: 0.24455519020557404 (0.24392591044306755) | > loss_0: 2.564742088317871 (2.5307328701019287) | > loss_gen: 2.1933670043945312 (2.251663327217102) | > loss_kl: 2.0372474193573 (2.082458794116974) | > loss_feat: 6.153538703918457 (7.003450393676758) | > loss_mel: 11.702218055725098 (13.555116415023804) | > loss_duration: 1.7440719604492188 (1.661876142024994) | > loss_1: 23.8304443359375 (26.5545654296875)  --> STEP: 5 | > loss_disc: 2.7433111667633057 (2.573248529434204) | > loss_disc_real_0: 0.030833585187792778 (0.07464087717235088) | > loss_disc_real_1: 0.2194460928440094 (0.2173451542854309) | > loss_disc_real_2: 0.2699306011199951 (0.24231055974960328) | > loss_disc_real_3: 0.26677483320236206 (0.25369346141815186) | > loss_disc_real_4: 0.31989359855651855 (0.2608483016490936) | > loss_disc_real_5: 0.25483837723731995 (0.24610840380191804) | > loss_0: 2.7433111667633057 (2.573248529434204) | > loss_gen: 2.2193446159362793 (2.2451995849609374) | > loss_kl: 2.0022590160369873 (2.0664188385009767) | > loss_feat: 8.31541919708252 (7.26584415435791) | > loss_mel: 15.193273544311523 (13.882747840881347) | > loss_duration: 1.5167922973632812 (1.6328593730926513) | > loss_1: 29.247089385986328 (27.093070220947265) --> EVAL PERFORMANCE | > avg_loader_time: 0.15171446800231933 (-0.0033635616302490345) | > avg_loss_disc: 2.573248529434204 (+0.24603209495544442) | > avg_loss_disc_real_0: 0.07464087717235088 (-0.03349130488932134) | > avg_loss_disc_real_1: 0.2173451542854309 (-0.002162039279937744) | > avg_loss_disc_real_2: 0.24231055974960328 (-0.03529462814331055) | > avg_loss_disc_real_3: 0.25369346141815186 (+0.0331200897693634) | > avg_loss_disc_real_4: 0.2608483016490936 (+0.010583809018135049) | > avg_loss_disc_real_5: 0.24610840380191804 (-0.010248127579689043) | > avg_loss_0: 2.573248529434204 (+0.24603209495544442) | > avg_loss_gen: 2.2451995849609374 (-0.5923111915588382) | > avg_loss_kl: 2.0664188385009767 (+0.0208377122879031) | > avg_loss_feat: 7.26584415435791 (-0.2417227745056154) | > avg_loss_mel: 13.882747840881347 (+0.5666875839233398) | > avg_loss_duration: 1.6328593730926513 (-0.0006738901138305664) | > avg_loss_1: 27.093070220947265 (-0.2471820831298821)  > EPOCH: 87/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 13:31:55)   --> TIME: 2025-02-20 13:32:40 -- STEP: 49/924 -- GLOBAL_STEP: 126300 | > loss_disc: 2.2166266441345215 (2.2392218112945557) | > loss_disc_real_0: 0.10847499966621399 (0.11754362254726644) | > loss_disc_real_1: 0.17217303812503815 (0.1939960036958967) | > loss_disc_real_2: 0.19083669781684875 (0.20238002496106283) | > loss_disc_real_3: 0.1929025650024414 (0.2059166750737599) | > loss_disc_real_4: 0.20735131204128265 (0.2127840987273625) | > loss_disc_real_5: 0.21331875026226044 (0.20415552568678952) | > loss_0: 2.2166266441345215 (2.2392218112945557) | > grad_norm_0: tensor(40.9733, device='cuda:0') (tensor(68.0372, device='cuda:0')) | > loss_gen: 2.7977941036224365 (2.812029789905159) | > loss_kl: 2.270688533782959 (2.170345882980191) | > loss_feat: 7.976719379425049 (8.381370398463034) | > loss_mel: 13.39922046661377 (15.122153379479233) | > loss_duration: 1.63106369972229 (1.609694767971428) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.07548713684082 (30.095594133649552) | > grad_norm_1: tensor(933.8891, device='cuda:0') (tensor(1024.2500, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.8737 (0.8549774714878627) | > loader_time: 0.0109 (0.011210937889254823)  --> TIME: 2025-02-20 13:33:23 -- STEP: 99/924 -- GLOBAL_STEP: 126350 | > loss_disc: 2.2754108905792236 (2.2363477210805867) | > loss_disc_real_0: 0.07379554212093353 (0.12141890165330184) | > loss_disc_real_1: 0.2282661348581314 (0.1913488757128667) | > loss_disc_real_2: 0.21526913344860077 (0.20168527945725603) | > loss_disc_real_3: 0.2005031257867813 (0.20630593748405726) | > loss_disc_real_4: 0.1957516074180603 (0.21246663608936348) | > loss_disc_real_5: 0.20292654633522034 (0.20265473801680287) | > loss_0: 2.2754108905792236 (2.2363477210805867) | > grad_norm_0: tensor(31.2331, device='cuda:0') (tensor(65.7317, device='cuda:0')) | > loss_gen: 2.4662373065948486 (2.8156249234170625) | > loss_kl: 2.127650499343872 (2.1599356417704105) | > loss_feat: 7.326869964599609 (8.459213155688662) | > loss_mel: 13.950455665588379 (15.190475117076527) | > loss_duration: 1.593099594116211 (1.6097252320761632) | > amp_scaler: 128.0 (129.29292929292922) | > loss_1: 27.464313507080078 (30.23497410013218) | > grad_norm_1: tensor(798.9286, device='cuda:0') (tensor(1038.3347, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.7948 (0.8557898877847074) | > loader_time: 0.0095 (0.011415782600942285)  --> TIME: 2025-02-20 13:34:07 -- STEP: 149/924 -- GLOBAL_STEP: 126400 | > loss_disc: 2.2475430965423584 (2.2425182361730798) | > loss_disc_real_0: 0.1115277037024498 (0.12391879739577338) | > loss_disc_real_1: 0.19010643661022186 (0.19084334483482687) | > loss_disc_real_2: 0.19106853008270264 (0.2026164022668096) | > loss_disc_real_3: 0.21135050058364868 (0.2064272103293631) | > loss_disc_real_4: 0.18104274570941925 (0.21196342514665337) | > loss_disc_real_5: 0.2075749635696411 (0.20319828781105528) | > loss_0: 2.2475430965423584 (2.2425182361730798) | > grad_norm_0: tensor(63.3197, device='cuda:0') (tensor(62.9402, device='cuda:0')) | > loss_gen: 2.7215545177459717 (2.788614687503584) | > loss_kl: 2.2350947856903076 (2.156792699090586) | > loss_feat: 8.325065612792969 (8.41449167264388) | > loss_mel: 14.358566284179688 (15.15242015915429) | > loss_duration: 1.5942884683609009 (1.6095590791446248) | > amp_scaler: 128.0 (128.8590604026844) | > loss_1: 29.234569549560547 (30.121878348740957) | > grad_norm_1: tensor(1393.3579, device='cuda:0') (tensor(1063.7474, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.9309 (0.8555345151248395) | > loader_time: 0.0139 (0.011229715091270085)  --> TIME: 2025-02-20 13:34:51 -- STEP: 199/924 -- GLOBAL_STEP: 126450 | > loss_disc: 2.2627220153808594 (2.239026802269059) | > loss_disc_real_0: 0.07991433888673782 (0.12415529418755414) | > loss_disc_real_1: 0.20555222034454346 (0.19059646751113865) | > loss_disc_real_2: 0.20878000557422638 (0.2025525458344263) | > loss_disc_real_3: 0.20914526283740997 (0.2062626952052716) | > loss_disc_real_4: 0.21263733506202698 (0.21124654409274385) | > loss_disc_real_5: 0.2080049067735672 (0.202773033000117) | > loss_0: 2.2627220153808594 (2.239026802269059) | > grad_norm_0: tensor(57.3359, device='cuda:0') (tensor(64.8364, device='cuda:0')) | > loss_gen: 2.825420618057251 (2.794229524219454) | > loss_kl: 2.1864852905273438 (2.1605772007649877) | > loss_feat: 8.191437721252441 (8.44056154375699) | > loss_mel: 14.382591247558594 (15.13001934128191) | > loss_duration: 1.6548235416412354 (1.6060363964818827) | > amp_scaler: 128.0 (128.643216080402) | > loss_1: 29.24075698852539 (30.131424074795977) | > grad_norm_1: tensor(1172.0168, device='cuda:0') (tensor(1067.9170, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.8595 (0.8578939342019546) | > loader_time: 0.011 (0.0111480597874627)  --> TIME: 2025-02-20 13:35:35 -- STEP: 249/924 -- GLOBAL_STEP: 126500 | > loss_disc: 2.287160634994507 (2.2355899379914055) | > loss_disc_real_0: 0.07071113586425781 (0.12302919893140293) | > loss_disc_real_1: 0.1968923956155777 (0.19075988735779217) | > loss_disc_real_2: 0.21238206326961517 (0.20260970886931362) | > loss_disc_real_3: 0.24998655915260315 (0.2061822121760932) | > loss_disc_real_4: 0.25863558053970337 (0.2112838118430601) | > loss_disc_real_5: 0.1771438717842102 (0.20281275783676703) | > loss_0: 2.287160634994507 (2.2355899379914055) | > grad_norm_0: tensor(44.2342, device='cuda:0') (tensor(63.5451, device='cuda:0')) | > loss_gen: 2.6264710426330566 (2.7950054009755445) | > loss_kl: 2.001851797103882 (2.154224349312993) | > loss_feat: 7.795882701873779 (8.457632587616702) | > loss_mel: 14.14686107635498 (15.122242804990714) | > loss_duration: 1.6092045307159424 (1.6076729972678492) | > amp_scaler: 128.0 (128.51405622489966) | > loss_1: 28.18027114868164 (30.13677827612942) | > grad_norm_1: tensor(1153.7990, device='cuda:0') (tensor(1059.0469, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.8456 (0.8590348485004471) | > loader_time: 0.01 (0.011096159617106116)  --> TIME: 2025-02-20 13:36:19 -- STEP: 299/924 -- GLOBAL_STEP: 126550 | > loss_disc: 2.2002127170562744 (2.234551578062431) | > loss_disc_real_0: 0.112727589905262 (0.122433399688141) | > loss_disc_real_1: 0.2017514854669571 (0.19032132675416485) | > loss_disc_real_2: 0.17006266117095947 (0.2027075325565593) | > loss_disc_real_3: 0.18727737665176392 (0.20651277057502587) | > loss_disc_real_4: 0.21911251544952393 (0.21052685345096336) | > loss_disc_real_5: 0.2173304557800293 (0.20329297964389506) | > loss_0: 2.2002127170562744 (2.234551578062431) | > grad_norm_0: tensor(66.4537, device='cuda:0') (tensor(61.4458, device='cuda:0')) | > loss_gen: 2.920599937438965 (2.791749744510968) | > loss_kl: 2.368255376815796 (2.15070466891579) | > loss_feat: 8.880668640136719 (8.45770342453667) | > loss_mel: 15.647390365600586 (15.129945646560312) | > loss_duration: 1.5858521461486816 (1.6074264089399355) | > amp_scaler: 128.0 (128.42809364548503) | > loss_1: 31.40276527404785 (30.13753001745728) | > grad_norm_1: tensor(1046.9642, device='cuda:0') (tensor(1060.0099, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.8661 (0.858897696370664) | > loader_time: 0.0107 (0.011079227645261626)  --> TIME: 2025-02-20 13:37:03 -- STEP: 349/924 -- GLOBAL_STEP: 126600 | > loss_disc: 2.260451316833496 (2.2340583206930926) | > loss_disc_real_0: 0.14169515669345856 (0.12261461472955337) | > loss_disc_real_1: 0.21839776635169983 (0.19031257671237325) | > loss_disc_real_2: 0.20472364127635956 (0.2025532698989939) | > loss_disc_real_3: 0.2404431253671646 (0.20668589355781639) | > loss_disc_real_4: 0.22560356557369232 (0.21026381248218623) | > loss_disc_real_5: 0.21408425271511078 (0.20300802012056876) | > loss_0: 2.260451316833496 (2.2340583206930926) | > grad_norm_0: tensor(69.1447, device='cuda:0') (tensor(62.8104, device='cuda:0')) | > loss_gen: 2.8973119258880615 (2.795737084140066) | > loss_kl: 2.194417953491211 (2.155971848862219) | > loss_feat: 7.429916858673096 (8.475502644022427) | > loss_mel: 13.991593360900879 (15.134780558610714) | > loss_duration: 1.6193890571594238 (1.607689782678227) | > amp_scaler: 128.0 (128.36676217765051) | > loss_1: 28.13262939453125 (30.16968202454313) | > grad_norm_1: tensor(1095.7312, device='cuda:0') (tensor(1055.9022, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.8697 (0.8603983519753619) | > loader_time: 0.0112 (0.011026621548015956)  --> TIME: 2025-02-20 13:37:47 -- STEP: 399/924 -- GLOBAL_STEP: 126650 | > loss_disc: 2.1712918281555176 (2.234610729348987) | > loss_disc_real_0: 0.05763009563088417 (0.12315836073573969) | > loss_disc_real_1: 0.18446843326091766 (0.19061181830583054) | > loss_disc_real_2: 0.21547414362430573 (0.20251505222535668) | > loss_disc_real_3: 0.20316030085086823 (0.20653670895517925) | > loss_disc_real_4: 0.21915297210216522 (0.21012694894669945) | > loss_disc_real_5: 0.20794890820980072 (0.20310015886797939) | > loss_0: 2.1712918281555176 (2.234610729348987) | > grad_norm_0: tensor(35.4077, device='cuda:0') (tensor(62.5423, device='cuda:0')) | > loss_gen: 2.8716673851013184 (2.793667153308265) | > loss_kl: 2.013889789581299 (2.152159525935811) | > loss_feat: 8.801167488098145 (8.474558477712465) | > loss_mel: 15.956303596496582 (15.146589444095927) | > loss_duration: 1.575309157371521 (1.6075902579721053) | > amp_scaler: 128.0 (128.32080200501267) | > loss_1: 31.218339920043945 (30.17456495433224) | > grad_norm_1: tensor(1226.1250, device='cuda:0') (tensor(1059.9653, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.8601 (0.8601921046885633) | > loader_time: 0.011 (0.011072175544604922)  --> TIME: 2025-02-20 13:38:30 -- STEP: 449/924 -- GLOBAL_STEP: 126700 | > loss_disc: 2.1654887199401855 (2.2350028280691467) | > loss_disc_real_0: 0.09246762841939926 (0.1233026321919299) | > loss_disc_real_1: 0.18625104427337646 (0.19071308438788537) | > loss_disc_real_2: 0.1834918111562729 (0.20255369273219712) | > loss_disc_real_3: 0.23250620067119598 (0.20645562839800113) | > loss_disc_real_4: 0.21760623157024384 (0.21008327626571358) | > loss_disc_real_5: 0.22138898074626923 (0.2032459742640599) | > loss_0: 2.1654887199401855 (2.2350028280691467) | > grad_norm_0: tensor(42.6984, device='cuda:0') (tensor(61.4952, device='cuda:0')) | > loss_gen: 3.0578527450561523 (2.7941145434942425) | > loss_kl: 2.410209894180298 (2.1525999740396684) | > loss_feat: 9.441546440124512 (8.481569343261054) | > loss_mel: 15.864999771118164 (15.162772696904987) | > loss_duration: 1.6154530048370361 (1.6074266221316196) | > amp_scaler: 128.0 (128.28507795100234) | > loss_1: 32.39006042480469 (30.198483244082446) | > grad_norm_1: tensor(1096.1630, device='cuda:0') (tensor(1061.1301, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.8549 (0.860248699485592) | > loader_time: 0.0104 (0.011074396443526306)  --> TIME: 2025-02-20 13:39:14 -- STEP: 499/924 -- GLOBAL_STEP: 126750 | > loss_disc: 2.2301011085510254 (2.2353504853162574) | > loss_disc_real_0: 0.10057298094034195 (0.12342588868522214) | > loss_disc_real_1: 0.21238084137439728 (0.19119049328004184) | > loss_disc_real_2: 0.23900206387043 (0.20265667531676662) | > loss_disc_real_3: 0.19655607640743256 (0.2063537561941243) | > loss_disc_real_4: 0.18327704071998596 (0.20987195985947918) | > loss_disc_real_5: 0.20523226261138916 (0.2033525515713529) | > loss_0: 2.2301011085510254 (2.2353504853162574) | > grad_norm_0: tensor(32.1257, device='cuda:0') (tensor(62.0903, device='cuda:0')) | > loss_gen: 2.5747365951538086 (2.796186502089719) | > loss_kl: 2.344642400741577 (2.1562995036283827) | > loss_feat: 8.896941184997559 (8.493397184268764) | > loss_mel: 15.251165390014648 (15.175424363665686) | > loss_duration: 1.64975905418396 (1.6072947623017795) | > amp_scaler: 128.0 (128.25651302605218) | > loss_1: 30.71724510192871 (30.228602376872885) | > grad_norm_1: tensor(471.5186, device='cuda:0') (tensor(1055.8381, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.8395 (0.8607030813106317) | > loader_time: 0.0105 (0.011049353765820216)  --> TIME: 2025-02-20 13:39:59 -- STEP: 549/924 -- GLOBAL_STEP: 126800 | > loss_disc: 2.482538938522339 (2.2347695938224983) | > loss_disc_real_0: 0.08874133974313736 (0.12294307416254054) | > loss_disc_real_1: 0.19107982516288757 (0.19114014609481023) | > loss_disc_real_2: 0.17955684661865234 (0.20227294223881806) | > loss_disc_real_3: 0.2360001653432846 (0.20648488147228364) | > loss_disc_real_4: 0.21067285537719727 (0.2098439456606606) | > loss_disc_real_5: 0.18951700627803802 (0.2032138600755476) | > loss_0: 2.482538938522339 (2.2347695938224983) | > grad_norm_0: tensor(35.9569, device='cuda:0') (tensor(61.1187, device='cuda:0')) | > loss_gen: 2.412574291229248 (2.7947564146774924) | > loss_kl: 2.4257326126098633 (2.1596913077140782) | > loss_feat: 7.3385467529296875 (8.49249464392881) | > loss_mel: 14.491095542907715 (15.152137620852944) | > loss_duration: 1.6088316440582275 (1.6075597152466763) | > amp_scaler: 128.0 (128.23315118397093) | > loss_1: 28.27678108215332 (30.20663978840701) | > grad_norm_1: tensor(811.6088, device='cuda:0') (tensor(1055.7913, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.8563 (0.8614701495144539) | > loader_time: 0.0116 (0.011048850248854453)  --> TIME: 2025-02-20 13:40:42 -- STEP: 599/924 -- GLOBAL_STEP: 126850 | > loss_disc: 2.20072865486145 (2.2326716475176283) | > loss_disc_real_0: 0.0645703673362732 (0.12256242321782398) | > loss_disc_real_1: 0.20067185163497925 (0.19093647937543798) | > loss_disc_real_2: 0.19236981868743896 (0.20233716757249748) | > loss_disc_real_3: 0.19206732511520386 (0.20645056734598552) | > loss_disc_real_4: 0.17890805006027222 (0.209676983459963) | > loss_disc_real_5: 0.1904897689819336 (0.20300377417784898) | > loss_0: 2.20072865486145 (2.2326716475176283) | > grad_norm_0: tensor(102.8841, device='cuda:0') (tensor(61.9450, device='cuda:0')) | > loss_gen: 2.8015224933624268 (2.7997533594427604) | > loss_kl: 2.2402055263519287 (2.1620879022028303) | > loss_feat: 8.915750503540039 (8.508159892188905) | > loss_mel: 14.944541931152344 (15.151959911212698) | > loss_duration: 1.5845859050750732 (1.60712020624062) | > amp_scaler: 128.0 (128.21368948247087) | > loss_1: 30.48660659790039 (30.229081349699246) | > grad_norm_1: tensor(1251.9523, device='cuda:0') (tensor(1049.3484, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.8712 (0.8610904244628299) | > loader_time: 0.0107 (0.011046634094543968)  --> TIME: 2025-02-20 13:41:26 -- STEP: 649/924 -- GLOBAL_STEP: 126900 | > loss_disc: 2.071650981903076 (2.230566173378602) | > loss_disc_real_0: 0.06955539435148239 (0.12143932344343152) | > loss_disc_real_1: 0.19541768729686737 (0.19081474562822748) | > loss_disc_real_2: 0.25378701090812683 (0.20261783351424295) | > loss_disc_real_3: 0.21052579581737518 (0.2066362030425315) | > loss_disc_real_4: 0.18136903643608093 (0.2097483232548497) | > loss_disc_real_5: 0.16932860016822815 (0.20282934123911356) | > loss_0: 2.071650981903076 (2.230566173378602) | > grad_norm_0: tensor(24.7598, device='cuda:0') (tensor(62.3250, device='cuda:0')) | > loss_gen: 3.009213924407959 (2.8052821574482967) | > loss_kl: 2.2087905406951904 (2.164654864001165) | > loss_feat: 9.424625396728516 (8.528862674724907) | > loss_mel: 16.457910537719727 (15.167126677620393) | > loss_duration: 1.6043636798858643 (1.6065352060394402) | > amp_scaler: 128.0 (128.19722650231122) | > loss_1: 32.70490646362305 (30.27246167516488) | > grad_norm_1: tensor(860.9771, device='cuda:0') (tensor(1041.1576, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.8554 (0.860934455515975) | > loader_time: 0.0108 (0.011078388555024181)  --> TIME: 2025-02-20 13:42:10 -- STEP: 699/924 -- GLOBAL_STEP: 126950 | > loss_disc: 2.1931650638580322 (2.229364210443947) | > loss_disc_real_0: 0.03603927418589592 (0.12136376881505628) | > loss_disc_real_1: 0.20296066999435425 (0.19071537026008303) | > loss_disc_real_2: 0.22574414312839508 (0.20267808533277634) | > loss_disc_real_3: 0.20856116712093353 (0.2064785680844208) | > loss_disc_real_4: 0.23745904862880707 (0.20974564688741218) | > loss_disc_real_5: 0.1957026720046997 (0.20261415905280508) | > loss_0: 2.1931650638580322 (2.229364210443947) | > grad_norm_0: tensor(80.4666, device='cuda:0') (tensor(61.9414, device='cuda:0')) | > loss_gen: 3.0290465354919434 (2.805977710838481) | > loss_kl: 2.3354969024658203 (2.1654113063825915) | > loss_feat: 10.12363338470459 (8.538513824834) | > loss_mel: 16.26813507080078 (15.178918549260697) | > loss_duration: 1.5695983171463013 (1.6066341229603864) | > amp_scaler: 128.0 (128.1831187410587) | > loss_1: 33.32590866088867 (30.29545558607459) | > grad_norm_1: tensor(1296.5310, device='cuda:0') (tensor(1047.9573, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.881 (0.8610562343624703) | > loader_time: 0.0119 (0.011091880020665506)  --> TIME: 2025-02-20 13:42:54 -- STEP: 749/924 -- GLOBAL_STEP: 127000 | > loss_disc: 1.9806153774261475 (2.2293020432717974) | > loss_disc_real_0: 0.06624318659305573 (0.12126713542041377) | > loss_disc_real_1: 0.20598527789115906 (0.1905877534474167) | > loss_disc_real_2: 0.2321590632200241 (0.20266992372966736) | > loss_disc_real_3: 0.16981589794158936 (0.2064179113017861) | > loss_disc_real_4: 0.16088539361953735 (0.20978623855416378) | > loss_disc_real_5: 0.1959320455789566 (0.2026348861061205) | > loss_0: 1.9806153774261475 (2.2293020432717974) | > grad_norm_0: tensor(36.7367, device='cuda:0') (tensor(62.0171, device='cuda:0')) | > loss_gen: 3.0752298831939697 (2.806719100682218) | > loss_kl: 2.056035041809082 (2.165174817211321) | > loss_feat: 9.657029151916504 (8.548718092120069) | > loss_mel: 15.909652709960938 (15.206285257683259) | > loss_duration: 1.591726541519165 (1.6066377298217587) | > amp_scaler: 128.0 (128.17089452603474) | > loss_1: 32.2896728515625 (30.333535053064733) | > grad_norm_1: tensor(971.1373, device='cuda:0') (tensor(1041.9448, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.8522 (0.8614144930056484) | > loader_time: 0.0108 (0.01113820012325597) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_127000.pth  --> TIME: 2025-02-20 13:43:41 -- STEP: 799/924 -- GLOBAL_STEP: 127050 | > loss_disc: 2.1489200592041016 (2.2276381021447116) | > loss_disc_real_0: 0.08293800055980682 (0.12094615397506274) | > loss_disc_real_1: 0.19281542301177979 (0.190627603902387) | > loss_disc_real_2: 0.20982147753238678 (0.2026298420972311) | > loss_disc_real_3: 0.2047266960144043 (0.2063671134514863) | > loss_disc_real_4: 0.23767240345478058 (0.20969878551136414) | > loss_disc_real_5: 0.18503263592720032 (0.20236061722301266) | > loss_0: 2.1489200592041016 (2.2276381021447116) | > grad_norm_0: tensor(45.5601, device='cuda:0') (tensor(62.1837, device='cuda:0')) | > loss_gen: 2.8859310150146484 (2.809018491654284) | > loss_kl: 2.0753231048583984 (2.1640785056748024) | > loss_feat: 9.296882629394531 (8.556854392470662) | > loss_mel: 15.468439102172852 (15.21845831530861) | > loss_duration: 1.5918971300125122 (1.6069571003597576) | > amp_scaler: 128.0 (128.1602002503128) | > loss_1: 31.31847381591797 (30.355366848884746) | > grad_norm_1: tensor(1080.9056, device='cuda:0') (tensor(1041.4705, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.8012 (0.8617852304098158) | > loader_time: 0.0087 (0.011143148467597432)  --> TIME: 2025-02-20 13:44:24 -- STEP: 849/924 -- GLOBAL_STEP: 127100 | > loss_disc: 2.1997880935668945 (2.2281250123842864) | > loss_disc_real_0: 0.17938300967216492 (0.12094170956031032) | > loss_disc_real_1: 0.1940218210220337 (0.1906932379844191) | > loss_disc_real_2: 0.19190147519111633 (0.202567583469957) | > loss_disc_real_3: 0.19293314218521118 (0.20641308375255807) | > loss_disc_real_4: 0.21932080388069153 (0.20979687422338444) | > loss_disc_real_5: 0.2273109257221222 (0.20245443837381497) | > loss_0: 2.1997880935668945 (2.2281250123842864) | > grad_norm_0: tensor(90.5240, device='cuda:0') (tensor(62.2182, device='cuda:0')) | > loss_gen: 2.891524076461792 (2.8095726281650224) | > loss_kl: 2.1563191413879395 (2.1617889839572313) | > loss_feat: 7.893655776977539 (8.557432625122447) | > loss_mel: 13.654333114624023 (15.213260113701523) | > loss_duration: 1.5894272327423096 (1.606857189581728) | > amp_scaler: 128.0 (128.15076560659594) | > loss_1: 28.185258865356445 (30.348911590935625) | > grad_norm_1: tensor(1164.2770, device='cuda:0') (tensor(1045.6531, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.8601 (0.8612446515383234) | > loader_time: 0.0099 (0.011135972430764992)  --> TIME: 2025-02-20 13:45:07 -- STEP: 899/924 -- GLOBAL_STEP: 127150 | > loss_disc: 2.3701047897338867 (2.2280411114284266) | > loss_disc_real_0: 0.170817032456398 (0.12085224613878831) | > loss_disc_real_1: 0.16461335122585297 (0.1905894059360491) | > loss_disc_real_2: 0.19850581884384155 (0.20254012806396993) | > loss_disc_real_3: 0.20830519497394562 (0.2064656617909306) | > loss_disc_real_4: 0.21793873608112335 (0.20988041210559102) | > loss_disc_real_5: 0.22347863018512726 (0.2026241814864755) | > loss_0: 2.3701047897338867 (2.2280411114284266) | > grad_norm_0: tensor(78.7296, device='cuda:0') (tensor(62.1425, device='cuda:0')) | > loss_gen: 2.490614652633667 (2.809540473314229) | > loss_kl: 2.2809739112854004 (2.1635811366016577) | > loss_feat: 7.6031575202941895 (8.563148579687661) | > loss_mel: 14.06393814086914 (15.221303066767097) | > loss_duration: 1.6791454553604126 (1.6070197954591572) | > amp_scaler: 128.0 (128.1423804226918) | > loss_1: 28.117830276489258 (30.36459308365428) | > grad_norm_1: tensor(1156.4122, device='cuda:0') (tensor(1039.0481, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.8502 (0.8607384341709874) | > loader_time: 0.0107 (0.011143289763351962)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4888744354248047 (2.4888744354248047) | > loss_disc_real_0: 0.1115255132317543 (0.1115255132317543) | > loss_disc_real_1: 0.22520725429058075 (0.22520725429058075) | > loss_disc_real_2: 0.23665742576122284 (0.23665742576122284) | > loss_disc_real_3: 0.20235829055309296 (0.20235829055309296) | > loss_disc_real_4: 0.23120000958442688 (0.23120000958442688) | > loss_disc_real_5: 0.19173303246498108 (0.19173303246498108) | > loss_0: 2.4888744354248047 (2.4888744354248047) | > loss_gen: 2.1919100284576416 (2.1919100284576416) | > loss_kl: 2.1882309913635254 (2.1882309913635254) | > loss_feat: 6.701635360717773 (6.701635360717773) | > loss_mel: 13.713146209716797 (13.713146209716797) | > loss_duration: 1.6728270053863525 (1.6728270053863525) | > loss_1: 26.467748641967773 (26.467748641967773)  --> STEP: 1 | > loss_disc: 2.437401294708252 (2.437401294708252) | > loss_disc_real_0: 0.13498443365097046 (0.13498443365097046) | > loss_disc_real_1: 0.21235103905200958 (0.21235103905200958) | > loss_disc_real_2: 0.22522811591625214 (0.22522811591625214) | > loss_disc_real_3: 0.19545091688632965 (0.19545091688632965) | > loss_disc_real_4: 0.23109447956085205 (0.23109447956085205) | > loss_disc_real_5: 0.16941292583942413 (0.16941292583942413) | > loss_0: 2.437401294708252 (2.437401294708252) | > loss_gen: 2.2354140281677246 (2.2354140281677246) | > loss_kl: 2.130427360534668 (2.130427360534668) | > loss_feat: 7.555579662322998 (7.555579662322998) | > loss_mel: 14.029510498046875 (14.029510498046875) | > loss_duration: 1.6909703016281128 (1.6909703016281128) | > loss_1: 27.64190101623535 (27.64190101623535)  --> STEP: 2 | > loss_disc: 2.527338981628418 (2.482370138168335) | > loss_disc_real_0: 0.14166995882987976 (0.1383271962404251) | > loss_disc_real_1: 0.20593613386154175 (0.20914358645677567) | > loss_disc_real_2: 0.2233467549085617 (0.22428743541240692) | > loss_disc_real_3: 0.21249869465827942 (0.20397480577230453) | > loss_disc_real_4: 0.24300256371498108 (0.23704852163791656) | > loss_disc_real_5: 0.1916014701128006 (0.18050719797611237) | > loss_0: 2.527338981628418 (2.482370138168335) | > loss_gen: 2.2347962856292725 (2.2351051568984985) | > loss_kl: 2.161973476409912 (2.14620041847229) | > loss_feat: 8.018746376037598 (7.787163019180298) | > loss_mel: 14.643269538879395 (14.336390018463135) | > loss_duration: 1.5716779232025146 (1.6313241124153137) | > loss_1: 28.630464553833008 (28.13618278503418)  --> STEP: 3 | > loss_disc: 2.4312033653259277 (2.4653145472208657) | > loss_disc_real_0: 0.13566334545612335 (0.13743924597899118) | > loss_disc_real_1: 0.21699149906635284 (0.21175955732663473) | > loss_disc_real_2: 0.21823427081108093 (0.2222697138786316) | > loss_disc_real_3: 0.22563733160495758 (0.21119564771652222) | > loss_disc_real_4: 0.2460203766822815 (0.2400391399860382) | > loss_disc_real_5: 0.21049928665161133 (0.19050456086794534) | > loss_0: 2.4312033653259277 (2.4653145472208657) | > loss_gen: 2.4300293922424316 (2.300079902013143) | > loss_kl: 2.0685811042785645 (2.1203273137410483) | > loss_feat: 7.154271602630615 (7.576199213663737) | > loss_mel: 13.46847915649414 (14.047086397806803) | > loss_duration: 1.655393123626709 (1.6393471161524455) | > loss_1: 26.77675437927246 (27.683039983113606)  --> STEP: 4 | > loss_disc: 2.4023022651672363 (2.4495614767074585) | > loss_disc_real_0: 0.10458499193191528 (0.1292256824672222) | > loss_disc_real_1: 0.21899516880512238 (0.21356846019625664) | > loss_disc_real_2: 0.21811456978321075 (0.22123092785477638) | > loss_disc_real_3: 0.2048003226518631 (0.20959681645035744) | > loss_disc_real_4: 0.2341582477092743 (0.23856891691684723) | > loss_disc_real_5: 0.19194062054157257 (0.19086357578635216) | > loss_0: 2.4023022651672363 (2.4495614767074585) | > loss_gen: 2.3403940200805664 (2.310158431529999) | > loss_kl: 2.1040148735046387 (2.116249203681946) | > loss_feat: 7.813628673553467 (7.635556578636169) | > loss_mel: 14.237188339233398 (14.094611883163452) | > loss_duration: 1.7595107555389404 (1.6693880259990692) | > loss_1: 28.25473403930664 (27.825963497161865)  --> STEP: 5 | > loss_disc: 1.9995841979980469 (2.359566020965576) | > loss_disc_real_0: 0.058150626718997955 (0.11501067131757736) | > loss_disc_real_1: 0.2177828550338745 (0.21441133916378022) | > loss_disc_real_2: 0.1505827009677887 (0.20710128247737886) | > loss_disc_real_3: 0.31415876746177673 (0.2305092066526413) | > loss_disc_real_4: 0.1956275999546051 (0.2299806535243988) | > loss_disc_real_5: 0.1712963730096817 (0.18695013523101806) | > loss_0: 1.9995841979980469 (2.359566020965576) | > loss_gen: 2.861144542694092 (2.4203556537628175) | > loss_kl: 1.7953628301620483 (2.0520719289779663) | > loss_feat: 10.957298278808594 (8.299904918670654) | > loss_mel: 17.537328720092773 (14.783155250549317) | > loss_duration: 1.529090404510498 (1.641328501701355) | > loss_1: 34.68022537231445 (29.19681587219238) --> EVAL PERFORMANCE | > avg_loader_time: 0.14844417572021484 (-0.0032702922821044866) | > avg_loss_disc: 2.359566020965576 (-0.21368250846862802) | > avg_loss_disc_real_0: 0.11501067131757736 (+0.040369794145226484) | > avg_loss_disc_real_1: 0.21441133916378022 (-0.002933815121650696) | > avg_loss_disc_real_2: 0.20710128247737886 (-0.03520927727222442) | > avg_loss_disc_real_3: 0.2305092066526413 (-0.02318425476551056) | > avg_loss_disc_real_4: 0.2299806535243988 (-0.030867648124694808) | > avg_loss_disc_real_5: 0.18695013523101806 (-0.05915826857089998) | > avg_loss_0: 2.359566020965576 (-0.21368250846862802) | > avg_loss_gen: 2.4203556537628175 (+0.17515606880188006) | > avg_loss_kl: 2.0520719289779663 (-0.014346909523010432) | > avg_loss_feat: 8.299904918670654 (+1.034060764312744) | > avg_loss_mel: 14.783155250549317 (+0.9004074096679702) | > avg_loss_duration: 1.641328501701355 (+0.008469128608703747) | > avg_loss_1: 29.19681587219238 (+2.1037456512451165)  > EPOCH: 88/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 13:45:37)   --> TIME: 2025-02-20 13:46:01 -- STEP: 25/924 -- GLOBAL_STEP: 127200 | > loss_disc: 2.1719393730163574 (2.2634048271179203) | > loss_disc_real_0: 0.10876800864934921 (0.13575231879949573) | > loss_disc_real_1: 0.15102389454841614 (0.1912327766418457) | > loss_disc_real_2: 0.22921304404735565 (0.20820009768009184) | > loss_disc_real_3: 0.23823605477809906 (0.20836922585964202) | > loss_disc_real_4: 0.23111692070960999 (0.21194368958473206) | > loss_disc_real_5: 0.20060555636882782 (0.1986582911014557) | > loss_0: 2.1719393730163574 (2.2634048271179203) | > grad_norm_0: tensor(54.7053, device='cuda:0') (tensor(64.2672, device='cuda:0')) | > loss_gen: 3.059058427810669 (2.8278527641296387) | > loss_kl: 2.186368942260742 (2.1388100194931026) | > loss_feat: 9.613450050354004 (8.287136821746826) | > loss_mel: 17.014719009399414 (14.822440223693848) | > loss_duration: 1.5852370262145996 (1.60189875125885) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.458831787109375 (29.67813819885254) | > grad_norm_1: tensor(1297.3490, device='cuda:0') (tensor(838.2191, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.8814 (0.8577073574066162) | > loader_time: 0.0135 (0.010838661193847656)  --> TIME: 2025-02-20 13:46:45 -- STEP: 75/924 -- GLOBAL_STEP: 127250 | > loss_disc: 2.3776392936706543 (2.249529018402102) | > loss_disc_real_0: 0.06672470271587372 (0.1322731445729733) | > loss_disc_real_1: 0.18085254728794098 (0.18932254771391552) | > loss_disc_real_2: 0.21052607893943787 (0.2060288244485855) | > loss_disc_real_3: 0.17425647377967834 (0.2055960520108541) | > loss_disc_real_4: 0.20460399985313416 (0.21040410081545513) | > loss_disc_real_5: 0.20574171841144562 (0.20214262962341306) | > loss_0: 2.3776392936706543 (2.249529018402102) | > grad_norm_0: tensor(53.6928, device='cuda:0') (tensor(59.8560, device='cuda:0')) | > loss_gen: 2.4463753700256348 (2.7793748283386233) | > loss_kl: 2.2746095657348633 (2.1355548254648835) | > loss_feat: 8.05598258972168 (8.354870993296307) | > loss_mel: 13.166996002197266 (14.997049751281738) | > loss_duration: 1.6064553260803223 (1.607674975395203) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.550418853759766 (29.874525349934896) | > grad_norm_1: tensor(930.9420, device='cuda:0') (tensor(1005.4450, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.8053 (0.860413179397583) | > loader_time: 0.0106 (0.011292285919189453)  --> TIME: 2025-02-20 13:47:29 -- STEP: 125/924 -- GLOBAL_STEP: 127300 | > loss_disc: 2.2055413722991943 (2.2530621795654304) | > loss_disc_real_0: 0.12944509088993073 (0.1321797758638858) | > loss_disc_real_1: 0.16194279491901398 (0.18939378881454472) | > loss_disc_real_2: 0.20729321241378784 (0.20369293546676637) | > loss_disc_real_3: 0.17710396647453308 (0.20701666080951692) | > loss_disc_real_4: 0.1994832158088684 (0.21031034326553344) | > loss_disc_real_5: 0.1980896145105362 (0.20302010440826415) | > loss_0: 2.2055413722991943 (2.2530621795654304) | > grad_norm_0: tensor(70.2964, device='cuda:0') (tensor(60.5578, device='cuda:0')) | > loss_gen: 2.735173463821411 (2.764770246505738) | > loss_kl: 2.0889339447021484 (2.147153510093688) | > loss_feat: 8.241644859313965 (8.363417255401613) | > loss_mel: 15.25259780883789 (15.052651901245117) | > loss_duration: 1.6071171760559082 (1.6072831163406374) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.925466537475586 (29.935275970458985) | > grad_norm_1: tensor(1233.4169, device='cuda:0') (tensor(990.0704, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.8211 (0.8600532569885254) | > loader_time: 0.0091 (0.011219848632812498)  --> TIME: 2025-02-20 13:48:12 -- STEP: 175/924 -- GLOBAL_STEP: 127350 | > loss_disc: 2.146069288253784 (2.2479279531751377) | > loss_disc_real_0: 0.06620313227176666 (0.12836155210222513) | > loss_disc_real_1: 0.1632470190525055 (0.18937181285449442) | > loss_disc_real_2: 0.2110677808523178 (0.20430782650198256) | > loss_disc_real_3: 0.20667912065982819 (0.2071066791670663) | > loss_disc_real_4: 0.2278153896331787 (0.21045615400586815) | > loss_disc_real_5: 0.20202124118804932 (0.20387848283563342) | > loss_0: 2.146069288253784 (2.2479279531751377) | > grad_norm_0: tensor(72.7234, device='cuda:0') (tensor(61.2973, device='cuda:0')) | > loss_gen: 2.8896350860595703 (2.77697924068996) | > loss_kl: 2.1062729358673096 (2.142370536667958) | > loss_feat: 9.56911563873291 (8.3752932875497) | > loss_mel: 16.656036376953125 (15.030322276524135) | > loss_duration: 1.610289454460144 (1.6072513818740848) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.83134841918945 (29.93221660069057) | > grad_norm_1: tensor(1061.2209, device='cuda:0') (tensor(997.2437, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.837 (0.8599531882149832) | > loader_time: 0.0102 (0.01135142053876604)  --> TIME: 2025-02-20 13:48:56 -- STEP: 225/924 -- GLOBAL_STEP: 127400 | > loss_disc: 2.1444668769836426 (2.2485303952958873) | > loss_disc_real_0: 0.06641791015863419 (0.12707404136657693) | > loss_disc_real_1: 0.17691051959991455 (0.18951027797328104) | > loss_disc_real_2: 0.20100076496601105 (0.20441611336337195) | > loss_disc_real_3: 0.1874413788318634 (0.20700551999939812) | > loss_disc_real_4: 0.19780518114566803 (0.21121248119407232) | > loss_disc_real_5: 0.203482985496521 (0.2042113475004832) | > loss_0: 2.1444668769836426 (2.2485303952958873) | > grad_norm_0: tensor(24.2086, device='cuda:0') (tensor(63.0675, device='cuda:0')) | > loss_gen: 2.675218343734741 (2.779066269132827) | > loss_kl: 2.2049620151519775 (2.1479888847139126) | > loss_feat: 9.208086013793945 (8.399618034362799) | > loss_mel: 16.356109619140625 (15.062522349887423) | > loss_duration: 1.570694923400879 (1.6075040721893312) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.015071868896484 (29.99669952392578) | > grad_norm_1: tensor(792.1231, device='cuda:0') (tensor(1020.8730, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.8953 (0.8610121896531847) | > loader_time: 0.0116 (0.011331034766303165)  --> TIME: 2025-02-20 13:49:40 -- STEP: 275/924 -- GLOBAL_STEP: 127450 | > loss_disc: 2.203385829925537 (2.240728579867972) | > loss_disc_real_0: 0.08569221198558807 (0.12466298574751056) | > loss_disc_real_1: 0.2502463757991791 (0.1892315292900259) | > loss_disc_real_2: 0.21630601584911346 (0.20416901756416667) | > loss_disc_real_3: 0.16145017743110657 (0.2067719518596476) | > loss_disc_real_4: 0.21345362067222595 (0.210930274237286) | > loss_disc_real_5: 0.2203178107738495 (0.20340392351150513) | > loss_0: 2.203385829925537 (2.240728579867972) | > grad_norm_0: tensor(28.8703, device='cuda:0') (tensor(62.3661, device='cuda:0')) | > loss_gen: 2.8855338096618652 (2.791346511840821) | > loss_kl: 1.9262759685516357 (2.135748997601594) | > loss_feat: 8.265348434448242 (8.44107731385665) | > loss_mel: 14.510934829711914 (15.099993123141202) | > loss_duration: 1.6582684516906738 (1.6087761185385965) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.246362686157227 (30.076941993019798) | > grad_norm_1: tensor(978.1605, device='cuda:0') (tensor(1035.7407, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.9079 (0.8607126235961914) | > loader_time: 0.0116 (0.01135434584184126)  --> TIME: 2025-02-20 13:50:24 -- STEP: 325/924 -- GLOBAL_STEP: 127500 | > loss_disc: 2.2020671367645264 (2.2429258973781905) | > loss_disc_real_0: 0.11166300624608994 (0.12495534039460678) | > loss_disc_real_1: 0.19622519612312317 (0.1894320092292931) | > loss_disc_real_2: 0.21545961499214172 (0.20382328803722657) | > loss_disc_real_3: 0.18987581133842468 (0.20740498267687274) | > loss_disc_real_4: 0.19558145105838776 (0.2107450316960996) | > loss_disc_real_5: 0.16830383241176605 (0.2041788550982108) | > loss_0: 2.2020671367645264 (2.2429258973781905) | > grad_norm_0: tensor(14.2889, device='cuda:0') (tensor(60.0053, device='cuda:0')) | > loss_gen: 2.721689224243164 (2.7783677181830786) | > loss_kl: 1.985647201538086 (2.1356362346502418) | > loss_feat: 8.485989570617676 (8.413720287909882) | > loss_mel: 15.502748489379883 (15.109648267305815) | > loss_duration: 1.6307473182678223 (1.6079203792718741) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.326820373535156 (30.04529283963717) | > grad_norm_1: tensor(788.3308, device='cuda:0') (tensor(1043.9618, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.8765 (0.8613706346658562) | > loader_time: 0.0102 (0.011396189469557538)  --> TIME: 2025-02-20 13:51:08 -- STEP: 375/924 -- GLOBAL_STEP: 127550 | > loss_disc: 2.3027164936065674 (2.247974078814191) | > loss_disc_real_0: 0.09084229171276093 (0.12652356628576902) | > loss_disc_real_1: 0.15955644845962524 (0.18978442668914783) | > loss_disc_real_2: 0.17916379868984222 (0.2042387381792067) | > loss_disc_real_3: 0.18352097272872925 (0.20749554224809003) | > loss_disc_real_4: 0.1793195754289627 (0.21092111806074787) | > loss_disc_real_5: 0.1733606904745102 (0.20410230374336238) | > loss_0: 2.3027164936065674 (2.247974078814191) | > grad_norm_0: tensor(41.3648, device='cuda:0') (tensor(61.1006, device='cuda:0')) | > loss_gen: 2.6229662895202637 (2.7785000216166185) | > loss_kl: 1.9798760414123535 (2.138842679341632) | > loss_feat: 8.584798812866211 (8.408422674814867) | > loss_mel: 14.804396629333496 (15.132980916341145) | > loss_duration: 1.5910199880599976 (1.6083124777475992) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.583059310913086 (30.067058715820313) | > grad_norm_1: tensor(1084.2914, device='cuda:0') (tensor(1028.7985, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.8836 (0.8614312744140626) | > loader_time: 0.0111 (0.01138227780659993)  --> TIME: 2025-02-20 13:51:53 -- STEP: 425/924 -- GLOBAL_STEP: 127600 | > loss_disc: 2.1593782901763916 (2.2471876203312626) | > loss_disc_real_0: 0.1437038779258728 (0.12612385125721184) | > loss_disc_real_1: 0.18941958248615265 (0.19020806968212117) | > loss_disc_real_2: 0.19354301691055298 (0.20437768631121678) | > loss_disc_real_3: 0.21703174710273743 (0.2075094861844006) | > loss_disc_real_4: 0.21009531617164612 (0.2110101954375997) | > loss_disc_real_5: 0.20227263867855072 (0.20408884206238911) | > loss_0: 2.1593782901763916 (2.2471876203312626) | > grad_norm_0: tensor(93.1603, device='cuda:0') (tensor(61.0901, device='cuda:0')) | > loss_gen: 3.0692873001098633 (2.7788367821188538) | > loss_kl: 2.3633546829223633 (2.1381599670297953) | > loss_feat: 9.354848861694336 (8.414557485019463) | > loss_mel: 15.814898490905762 (15.14230489618638) | > loss_duration: 1.6237231492996216 (1.6084925755332498) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.226112365722656 (30.082351653155158) | > grad_norm_1: tensor(1169.2280, device='cuda:0') (tensor(1021.5889, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.8662 (0.8630662059783937) | > loader_time: 0.0137 (0.011399217493393838)  --> TIME: 2025-02-20 13:52:37 -- STEP: 475/924 -- GLOBAL_STEP: 127650 | > loss_disc: 2.1395699977874756 (2.246478909693268) | > loss_disc_real_0: 0.14784100651741028 (0.1269407288416435) | > loss_disc_real_1: 0.15813381969928741 (0.19007853448390952) | > loss_disc_real_2: 0.19381405413150787 (0.20438550422066123) | > loss_disc_real_3: 0.20304089784622192 (0.20737150502832305) | > loss_disc_real_4: 0.17018252611160278 (0.21072598438513912) | > loss_disc_real_5: 0.18731746077537537 (0.20343222370273187) | > loss_0: 2.1395699977874756 (2.246478909693268) | > grad_norm_0: tensor(57.8218, device='cuda:0') (tensor(61.3804, device='cuda:0')) | > loss_gen: 2.781055450439453 (2.779425561804521) | > loss_kl: 2.2339632511138916 (2.1402062787507727) | > loss_feat: 8.536897659301758 (8.41676288604737) | > loss_mel: 15.135724067687988 (15.138396257099352) | > loss_duration: 1.5919599533081055 (1.6085172866520128) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.27960205078125 (30.083308225932875) | > grad_norm_1: tensor(1593.0684, device='cuda:0') (tensor(1025.5726, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.8893 (0.8638900269960104) | > loader_time: 0.0118 (0.011402075918097242)  --> TIME: 2025-02-20 13:53:21 -- STEP: 525/924 -- GLOBAL_STEP: 127700 | > loss_disc: 2.1456141471862793 (2.2458789632433955) | > loss_disc_real_0: 0.14436852931976318 (0.1262891665597756) | > loss_disc_real_1: 0.20582449436187744 (0.19034208391393925) | > loss_disc_real_2: 0.2050216943025589 (0.204174014301527) | > loss_disc_real_3: 0.17102865874767303 (0.2074362152531033) | > loss_disc_real_4: 0.19051247835159302 (0.2106268446502232) | > loss_disc_real_5: 0.24953708052635193 (0.2033492941515786) | > loss_0: 2.1456141471862793 (2.2458789632433955) | > grad_norm_0: tensor(57.9344, device='cuda:0') (tensor(60.5631, device='cuda:0')) | > loss_gen: 3.2473297119140625 (2.7796744033268523) | > loss_kl: 1.961867094039917 (2.139033080509732) | > loss_feat: 9.629168510437012 (8.413171540214908) | > loss_mel: 15.684768676757812 (15.127382202148437) | > loss_duration: 1.5746709108352661 (1.6083911185037523) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.09780502319336 (30.067652268182663) | > grad_norm_1: tensor(1013.0051, device='cuda:0') (tensor(1027.7212, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.8403 (0.8636224869319372) | > loader_time: 0.0103 (0.011391459873744417)  --> TIME: 2025-02-20 13:54:05 -- STEP: 575/924 -- GLOBAL_STEP: 127750 | > loss_disc: 2.2746074199676514 (2.244204091403796) | > loss_disc_real_0: 0.21703369915485382 (0.12516472350644023) | > loss_disc_real_1: 0.17962458729743958 (0.19016312023867726) | > loss_disc_real_2: 0.17717748880386353 (0.20431089826252136) | > loss_disc_real_3: 0.19104553759098053 (0.2073460003604059) | > loss_disc_real_4: 0.19748111069202423 (0.21055385869482293) | > loss_disc_real_5: 0.22298584878444672 (0.20338963721109474) | > loss_0: 2.2746074199676514 (2.244204091403796) | > grad_norm_0: tensor(117.6256, device='cuda:0') (tensor(60.9996, device='cuda:0')) | > loss_gen: 3.0204291343688965 (2.7840035666590164) | > loss_kl: 2.332698345184326 (2.1406025428357354) | > loss_feat: 8.65962028503418 (8.425653374713402) | > loss_mel: 16.865690231323242 (15.124756471385126) | > loss_duration: 1.6783126592636108 (1.6083679004337477) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.5567512512207 (30.083383779111116) | > grad_norm_1: tensor(1266.5751, device='cuda:0') (tensor(1025.4382, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.9242 (0.8639290054984716) | > loader_time: 0.013 (0.011404179282810376)  --> TIME: 2025-02-20 13:54:49 -- STEP: 625/924 -- GLOBAL_STEP: 127800 | > loss_disc: 2.019719362258911 (2.2418809217453006) | > loss_disc_real_0: 0.06690908968448639 (0.12430892414450638) | > loss_disc_real_1: 0.17998430132865906 (0.19027142016887666) | > loss_disc_real_2: 0.19283713400363922 (0.20411575522422773) | > loss_disc_real_3: 0.17611774802207947 (0.2073357494831085) | > loss_disc_real_4: 0.1614530086517334 (0.21042848970890046) | > loss_disc_real_5: 0.1745915412902832 (0.20368564422130583) | > loss_0: 2.019719362258911 (2.2418809217453006) | > grad_norm_0: tensor(26.7875, device='cuda:0') (tensor(60.6087, device='cuda:0')) | > loss_gen: 3.086277484893799 (2.7850396423339867) | > loss_kl: 2.1436283588409424 (2.1424955776214603) | > loss_feat: 9.717073440551758 (8.441182318115233) | > loss_mel: 16.002466201782227 (15.142381031799317) | > loss_duration: 1.61739182472229 (1.6082046079635621) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.566837310791016 (30.119303115844726) | > grad_norm_1: tensor(815.9460, device='cuda:0') (tensor(1034.1517, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.8862 (0.8641970680236817) | > loader_time: 0.0119 (0.01138384017944336)  --> TIME: 2025-02-20 13:55:33 -- STEP: 675/924 -- GLOBAL_STEP: 127850 | > loss_disc: 2.160789728164673 (2.239997709238972) | > loss_disc_real_0: 0.10900061577558517 (0.1237853147806944) | > loss_disc_real_1: 0.2087278962135315 (0.19023247215482933) | > loss_disc_real_2: 0.19599369168281555 (0.20375094005355113) | > loss_disc_real_3: 0.19880381226539612 (0.207404236263699) | > loss_disc_real_4: 0.22873851656913757 (0.21052349119274705) | > loss_disc_real_5: 0.2364547997713089 (0.20356270489869294) | > loss_0: 2.160789728164673 (2.239997709238972) | > grad_norm_0: tensor(53.8051, device='cuda:0') (tensor(59.9944, device='cuda:0')) | > loss_gen: 2.7806265354156494 (2.784712960631761) | > loss_kl: 2.293825626373291 (2.142842892011006) | > loss_feat: 8.349482536315918 (8.440228073685258) | > loss_mel: 15.14111042022705 (15.135526685361508) | > loss_duration: 1.5670756101608276 (1.6076324125572488) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.132122039794922 (30.110942964907046) | > grad_norm_1: tensor(1094.2332, device='cuda:0') (tensor(1031.8380, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.9135 (0.8645562433313441) | > loader_time: 0.0152 (0.011425673873336224)  --> TIME: 2025-02-20 13:56:18 -- STEP: 725/924 -- GLOBAL_STEP: 127900 | > loss_disc: 2.451479911804199 (2.2397628874614326) | > loss_disc_real_0: 0.17866964638233185 (0.12348370555659814) | > loss_disc_real_1: 0.17857058346271515 (0.19029246367257224) | > loss_disc_real_2: 0.2026008516550064 (0.20380683851653117) | > loss_disc_real_3: 0.2207314670085907 (0.20714816165381464) | > loss_disc_real_4: 0.24010008573532104 (0.21046809831569935) | > loss_disc_real_5: 0.2034347504377365 (0.2034410061918456) | > loss_0: 2.451479911804199 (2.2397628874614326) | > grad_norm_0: tensor(116.1011, device='cuda:0') (tensor(60.9915, device='cuda:0')) | > loss_gen: 2.5218379497528076 (2.786878114897633) | > loss_kl: 2.1744980812072754 (2.1421236511756616) | > loss_feat: 6.976291179656982 (8.4520196520049) | > loss_mel: 14.939059257507324 (15.152450879853347) | > loss_duration: 1.606812596321106 (1.6075526854087567) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.21849822998047 (30.141024935492155) | > grad_norm_1: tensor(928.5086, device='cuda:0') (tensor(1032.5833, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.8391 (0.865650840627736) | > loader_time: 0.012 (0.011427106199593374)  --> TIME: 2025-02-20 13:57:04 -- STEP: 775/924 -- GLOBAL_STEP: 127950 | > loss_disc: 2.3957326412200928 (2.239621414215334) | > loss_disc_real_0: 0.21635879576206207 (0.12376786459838185) | > loss_disc_real_1: 0.1604389101266861 (0.1900944621332231) | > loss_disc_real_2: 0.19609256088733673 (0.20400428139394314) | > loss_disc_real_3: 0.1490858793258667 (0.20712358445890489) | > loss_disc_real_4: 0.17824840545654297 (0.21041286501192277) | > loss_disc_real_5: 0.19518758356571198 (0.2035048246960486) | > loss_0: 2.3957326412200928 (2.239621414215334) | > grad_norm_0: tensor(126.5114, device='cuda:0') (tensor(60.6707, device='cuda:0')) | > loss_gen: 2.504148483276367 (2.785178956370203) | > loss_kl: 2.0192995071411133 (2.1420326642067207) | > loss_feat: 7.982660293579102 (8.454161503699522) | > loss_mel: 14.314393043518066 (15.153832890910486) | > loss_duration: 1.595451831817627 (1.607919585935531) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.415952682495117 (30.143125566051854) | > grad_norm_1: tensor(557.5171, device='cuda:0') (tensor(1044.6042, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.9162 (0.8670579295004568) | > loader_time: 0.0134 (0.01145386357461252)  --> TIME: 2025-02-20 13:57:47 -- STEP: 825/924 -- GLOBAL_STEP: 128000 | > loss_disc: 2.2443275451660156 (2.241085433815462) | > loss_disc_real_0: 0.12432858347892761 (0.1243975363355694) | > loss_disc_real_1: 0.21887509524822235 (0.19016762653986619) | > loss_disc_real_2: 0.21425414085388184 (0.20397881791447134) | > loss_disc_real_3: 0.19237801432609558 (0.20708022287397673) | > loss_disc_real_4: 0.21558380126953125 (0.21041848749825448) | > loss_disc_real_5: 0.15798620879650116 (0.20378615328759858) | > loss_0: 2.2443275451660156 (2.241085433815462) | > grad_norm_0: tensor(64.5928, device='cuda:0') (tensor(60.9315, device='cuda:0')) | > loss_gen: 2.7866129875183105 (2.7854792727846123) | > loss_kl: 1.9594039916992188 (2.144242551254506) | > loss_feat: 8.90382194519043 (8.455565368767948) | > loss_mel: 16.66929054260254 (15.158298715533633) | > loss_duration: 1.597883701324463 (1.6075527474374482) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.91701316833496 (30.151138627023407) | > grad_norm_1: tensor(1192.0386, device='cuda:0') (tensor(1045.6848, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.8661 (0.8665875507123543) | > loader_time: 0.0118 (0.011467666047992124) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_128000.pth  --> TIME: 2025-02-20 13:58:34 -- STEP: 875/924 -- GLOBAL_STEP: 128050 | > loss_disc: 2.1309783458709717 (2.240708975246974) | > loss_disc_real_0: 0.12562403082847595 (0.12407545901622086) | > loss_disc_real_1: 0.18562710285186768 (0.1901928719282151) | > loss_disc_real_2: 0.19919496774673462 (0.20412415690081448) | > loss_disc_real_3: 0.21815933287143707 (0.2068731610945293) | > loss_disc_real_4: 0.2270227074623108 (0.2105358019386019) | > loss_disc_real_5: 0.16752687096595764 (0.20345439638410295) | > loss_0: 2.1309783458709717 (2.240708975246974) | > grad_norm_0: tensor(56.8641, device='cuda:0') (tensor(60.8618, device='cuda:0')) | > loss_gen: 2.969421148300171 (2.785870494570054) | > loss_kl: 2.3259620666503906 (2.1451656040464164) | > loss_feat: 8.93271255493164 (8.460488987513955) | > loss_mel: 15.259918212890625 (15.154181190490723) | > loss_duration: 1.6110891103744507 (1.6075720036370413) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.099103927612305 (30.15327826145717) | > grad_norm_1: tensor(1062.1700, device='cuda:0') (tensor(1044.7275, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.8854 (0.8663704471588135) | > loader_time: 0.0116 (0.011472054617745532)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.383592128753662 (2.383592128753662) | > loss_disc_real_0: 0.0937158539891243 (0.0937158539891243) | > loss_disc_real_1: 0.22469156980514526 (0.22469156980514526) | > loss_disc_real_2: 0.260466992855072 (0.260466992855072) | > loss_disc_real_3: 0.20205961167812347 (0.20205961167812347) | > loss_disc_real_4: 0.23762668669223785 (0.23762668669223785) | > loss_disc_real_5: 0.15666933357715607 (0.15666933357715607) | > loss_0: 2.383592128753662 (2.383592128753662) | > loss_gen: 2.260077714920044 (2.260077714920044) | > loss_kl: 2.019465684890747 (2.019465684890747) | > loss_feat: 6.996307849884033 (6.996307849884033) | > loss_mel: 13.366304397583008 (13.366304397583008) | > loss_duration: 1.6865308284759521 (1.6865308284759521) | > loss_1: 26.32868766784668 (26.32868766784668)  --> STEP: 1 | > loss_disc: 2.4489572048187256 (2.4489572048187256) | > loss_disc_real_0: 0.08819510787725449 (0.08819510787725449) | > loss_disc_real_1: 0.2356145977973938 (0.2356145977973938) | > loss_disc_real_2: 0.26422905921936035 (0.26422905921936035) | > loss_disc_real_3: 0.20616701245307922 (0.20616701245307922) | > loss_disc_real_4: 0.24695530533790588 (0.24695530533790588) | > loss_disc_real_5: 0.18912480771541595 (0.18912480771541595) | > loss_0: 2.4489572048187256 (2.4489572048187256) | > loss_gen: 2.2547354698181152 (2.2547354698181152) | > loss_kl: 2.009277105331421 (2.009277105331421) | > loss_feat: 6.85009765625 (6.85009765625) | > loss_mel: 13.375930786132812 (13.375930786132812) | > loss_duration: 1.692760705947876 (1.692760705947876) | > loss_1: 26.182802200317383 (26.182802200317383)  --> STEP: 2 | > loss_disc: 2.470210552215576 (2.459583878517151) | > loss_disc_real_0: 0.09296771138906479 (0.09058140963315964) | > loss_disc_real_1: 0.249759703874588 (0.2426871508359909) | > loss_disc_real_2: 0.2457236498594284 (0.2549763545393944) | > loss_disc_real_3: 0.1945335865020752 (0.2003502994775772) | > loss_disc_real_4: 0.2569498121738434 (0.25195255875587463) | > loss_disc_real_5: 0.21431589126586914 (0.20172034949064255) | > loss_0: 2.470210552215576 (2.459583878517151) | > loss_gen: 2.2917685508728027 (2.273252010345459) | > loss_kl: 2.1806981563568115 (2.094987630844116) | > loss_feat: 7.310823440551758 (7.080460548400879) | > loss_mel: 13.959114074707031 (13.667522430419922) | > loss_duration: 1.5797145366668701 (1.636237621307373) | > loss_1: 27.322118759155273 (26.752460479736328)  --> STEP: 3 | > loss_disc: 2.2639269828796387 (2.394364913304647) | > loss_disc_real_0: 0.09543959051370621 (0.0922008032600085) | > loss_disc_real_1: 0.22592751681804657 (0.2371006061633428) | > loss_disc_real_2: 0.22775913774967194 (0.24590394894282022) | > loss_disc_real_3: 0.17192085087299347 (0.19087381660938263) | > loss_disc_real_4: 0.23273096978664398 (0.24554536243279776) | > loss_disc_real_5: 0.15714572370052338 (0.18686214089393616) | > loss_0: 2.2639269828796387 (2.394364913304647) | > loss_gen: 2.4124748706817627 (2.31965963045756) | > loss_kl: 2.1516265869140625 (2.1138672828674316) | > loss_feat: 7.785457611083984 (7.315459569295247) | > loss_mel: 14.031822204589844 (13.788955688476562) | > loss_duration: 1.6591265201568604 (1.6438672542572021) | > loss_1: 28.040508270263672 (27.18180974324544)  --> STEP: 4 | > loss_disc: 2.535435676574707 (2.429632604122162) | > loss_disc_real_0: 0.11929704993963242 (0.09897486492991447) | > loss_disc_real_1: 0.22794882953166962 (0.2348126620054245) | > loss_disc_real_2: 0.25707635283470154 (0.24869704991579056) | > loss_disc_real_3: 0.23612086474895477 (0.20218557864427567) | > loss_disc_real_4: 0.23291321098804474 (0.2423873245716095) | > loss_disc_real_5: 0.20317743718624115 (0.1909409649670124) | > loss_0: 2.535435676574707 (2.429632604122162) | > loss_gen: 2.13635516166687 (2.2738335132598877) | > loss_kl: 2.202763080596924 (2.1360912322998047) | > loss_feat: 6.116283893585205 (7.015665650367737) | > loss_mel: 11.349461555480957 (13.179082155227661) | > loss_duration: 1.7544963359832764 (1.6715245246887207) | > loss_1: 23.559358596801758 (26.27619695663452)  --> STEP: 5 | > loss_disc: 2.350599765777588 (2.413826036453247) | > loss_disc_real_0: 0.07543328404426575 (0.09426654875278473) | > loss_disc_real_1: 0.25631585717201233 (0.23911330103874207) | > loss_disc_real_2: 0.2349010407924652 (0.24593784809112548) | > loss_disc_real_3: 0.17450478672981262 (0.19664942026138305) | > loss_disc_real_4: 0.24357326328754425 (0.24262451231479645) | > loss_disc_real_5: 0.16183437407016754 (0.18511964678764342) | > loss_0: 2.350599765777588 (2.413826036453247) | > loss_gen: 2.3358583450317383 (2.2862384796142576) | > loss_kl: 1.9023982286453247 (2.0893526315689086) | > loss_feat: 7.763803005218506 (7.165293121337891) | > loss_mel: 12.184137344360352 (12.980093193054199) | > loss_duration: 1.5438644886016846 (1.6459925174713135) | > loss_1: 25.730060577392578 (26.16696968078613) --> EVAL PERFORMANCE | > avg_loader_time: 0.15338454246520997 (+0.004940366744995123) | > avg_loss_disc: 2.413826036453247 (+0.0542600154876709) | > avg_loss_disc_real_0: 0.09426654875278473 (-0.020744122564792633) | > avg_loss_disc_real_1: 0.23911330103874207 (+0.024701961874961847) | > avg_loss_disc_real_2: 0.24593784809112548 (+0.038836565613746626) | > avg_loss_disc_real_3: 0.19664942026138305 (-0.03385978639125825) | > avg_loss_disc_real_4: 0.24262451231479645 (+0.012643858790397644) | > avg_loss_disc_real_5: 0.18511964678764342 (-0.0018304884433746338) | > avg_loss_0: 2.413826036453247 (+0.0542600154876709) | > avg_loss_gen: 2.2862384796142576 (-0.13411717414855984) | > avg_loss_kl: 2.0893526315689086 (+0.037280702590942294) | > avg_loss_feat: 7.165293121337891 (-1.134611797332763) | > avg_loss_mel: 12.980093193054199 (-1.8030620574951186) | > avg_loss_duration: 1.6459925174713135 (+0.004664015769958452) | > avg_loss_1: 26.16696968078613 (-3.02984619140625)  > EPOCH: 89/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 13:59:25)   --> TIME: 2025-02-20 13:59:28 -- STEP: 1/924 -- GLOBAL_STEP: 128100 | > loss_disc: 2.1865859031677246 (2.1865859031677246) | > loss_disc_real_0: 0.08884432911872864 (0.08884432911872864) | > loss_disc_real_1: 0.15882834792137146 (0.15882834792137146) | > loss_disc_real_2: 0.20916923880577087 (0.20916923880577087) | > loss_disc_real_3: 0.19158141314983368 (0.19158141314983368) | > loss_disc_real_4: 0.24484887719154358 (0.24484887719154358) | > loss_disc_real_5: 0.20365576446056366 (0.20365576446056366) | > loss_0: 2.1865859031677246 (2.1865859031677246) | > grad_norm_0: tensor(61.1551, device='cuda:0') (tensor(61.1551, device='cuda:0')) | > loss_gen: 2.6124367713928223 (2.6124367713928223) | > loss_kl: 2.059213876724243 (2.059213876724243) | > loss_feat: 8.65978717803955 (8.65978717803955) | > loss_mel: 15.47685718536377 (15.47685718536377) | > loss_duration: 1.5941956043243408 (1.5941956043243408) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.402490615844727 (30.402490615844727) | > grad_norm_1: tensor(1001.6400, device='cuda:0') (tensor(1001.6400, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.8692 (0.8692090511322021) | > loader_time: 0.0124 (0.012383222579956055)  --> TIME: 2025-02-20 14:00:12 -- STEP: 51/924 -- GLOBAL_STEP: 128150 | > loss_disc: 2.0223984718322754 (2.2400445564120437) | > loss_disc_real_0: 0.08751993626356125 (0.12497626318066728) | > loss_disc_real_1: 0.1910446435213089 (0.1893982378875508) | > loss_disc_real_2: 0.19561567902565002 (0.20478316966225119) | > loss_disc_real_3: 0.20942072570323944 (0.20776192142682917) | > loss_disc_real_4: 0.22111423313617706 (0.21006861679694233) | > loss_disc_real_5: 0.18543805181980133 (0.20628888656695685) | > loss_0: 2.0223984718322754 (2.2400445564120437) | > grad_norm_0: tensor(23.6347, device='cuda:0') (tensor(59.9839, device='cuda:0')) | > loss_gen: 3.1091079711914062 (2.7450658714070038) | > loss_kl: 1.9690622091293335 (2.1800996953365854) | > loss_feat: 9.31056022644043 (8.351055079815437) | > loss_mel: 15.560135841369629 (15.003986564337039) | > loss_duration: 1.6439881324768066 (1.607288587327097) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.592853546142578 (29.887495863671397) | > grad_norm_1: tensor(768.7246, device='cuda:0') (tensor(1088.8269, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.858 (0.869384017645144) | > loader_time: 0.0104 (0.011395496480605182)  --> TIME: 2025-02-20 14:00:56 -- STEP: 101/924 -- GLOBAL_STEP: 128200 | > loss_disc: 2.1433725357055664 (2.248377530881675) | > loss_disc_real_0: 0.08952229470014572 (0.12687107905893055) | > loss_disc_real_1: 0.2049490064382553 (0.1909354329109192) | > loss_disc_real_2: 0.19841155409812927 (0.20372241558414877) | > loss_disc_real_3: 0.17387033998966217 (0.2076768665620596) | > loss_disc_real_4: 0.24200379848480225 (0.2094884978072478) | > loss_disc_real_5: 0.20973724126815796 (0.20576540483991698) | > loss_0: 2.1433725357055664 (2.248377530881675) | > grad_norm_0: tensor(28.2402, device='cuda:0') (tensor(58.8625, device='cuda:0')) | > loss_gen: 2.936598539352417 (2.756076005425784) | > loss_kl: 1.9942516088485718 (2.172661325719097) | > loss_feat: 9.29650592803955 (8.389930319077902) | > loss_mel: 15.789529800415039 (15.082320921491869) | > loss_duration: 1.6254112720489502 (1.6076123513797722) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.642297744750977 (30.008601122563427) | > grad_norm_1: tensor(1300.0723, device='cuda:0') (tensor(991.3760, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.8908 (0.8683503169824581) | > loader_time: 0.0121 (0.011538505554199219)  --> TIME: 2025-02-20 14:01:40 -- STEP: 151/924 -- GLOBAL_STEP: 128250 | > loss_disc: 2.313149929046631 (2.2500428253451723) | > loss_disc_real_0: 0.11871731281280518 (0.12613467936286868) | > loss_disc_real_1: 0.1735585629940033 (0.19172190938959058) | > loss_disc_real_2: 0.2031935602426529 (0.20357049271365668) | > loss_disc_real_3: 0.22070376574993134 (0.20823694469518222) | > loss_disc_real_4: 0.2014436423778534 (0.21040553979526297) | > loss_disc_real_5: 0.23860888183116913 (0.20548716685827204) | > loss_0: 2.313149929046631 (2.2500428253451723) | > grad_norm_0: tensor(25.7238, device='cuda:0') (tensor(56.9604, device='cuda:0')) | > loss_gen: 2.6419689655303955 (2.7578970849119266) | > loss_kl: 1.9197466373443604 (2.165601148510612) | > loss_feat: 8.052970886230469 (8.372618681547664) | > loss_mel: 14.83777904510498 (15.054197740870595) | > loss_duration: 1.5799435377120972 (1.6078415651195097) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.03240966796875 (29.958156307801506) | > grad_norm_1: tensor(1244.2668, device='cuda:0') (tensor(983.1541, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.8772 (0.8654477659440198) | > loader_time: 0.0126 (0.011365991554512882)  --> TIME: 2025-02-20 14:02:24 -- STEP: 201/924 -- GLOBAL_STEP: 128300 | > loss_disc: 2.2289750576019287 (2.2427315700113475) | > loss_disc_real_0: 0.21659035980701447 (0.1267260320632909) | > loss_disc_real_1: 0.16259703040122986 (0.18994062634842906) | > loss_disc_real_2: 0.19913844764232635 (0.20290197432041168) | > loss_disc_real_3: 0.16776402294635773 (0.20774096361736752) | > loss_disc_real_4: 0.19150641560554504 (0.21004769161565984) | > loss_disc_real_5: 0.18911829590797424 (0.20557438938030556) | > loss_0: 2.2289750576019287 (2.2427315700113475) | > grad_norm_0: tensor(123.9019, device='cuda:0') (tensor(58.4248, device='cuda:0')) | > loss_gen: 2.8169057369232178 (2.7658884169450437) | > loss_kl: 2.17584228515625 (2.1734432278580944) | > loss_feat: 8.024149894714355 (8.416133752509728) | > loss_mel: 13.829572677612305 (15.048360259971808) | > loss_duration: 1.635622501373291 (1.6055030828684718) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.482091903686523 (30.009328823184493) | > grad_norm_1: tensor(848.1436, device='cuda:0') (tensor(1044.4543, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.8757 (0.8653525630039955) | > loader_time: 0.0132 (0.011356002655788441)  --> TIME: 2025-02-20 14:03:08 -- STEP: 251/924 -- GLOBAL_STEP: 128350 | > loss_disc: 2.296668529510498 (2.2469081052271025) | > loss_disc_real_0: 0.10688098520040512 (0.12670698812402104) | > loss_disc_real_1: 0.22062239050865173 (0.19062052536533172) | > loss_disc_real_2: 0.20756393671035767 (0.20334214660750918) | > loss_disc_real_3: 0.20828689634799957 (0.2078241520668881) | > loss_disc_real_4: 0.22915281355381012 (0.21024969255781747) | > loss_disc_real_5: 0.19882921874523163 (0.20612356396191622) | > loss_0: 2.296668529510498 (2.2469081052271025) | > grad_norm_0: tensor(61.9008, device='cuda:0') (tensor(58.8467, device='cuda:0')) | > loss_gen: 2.547342300415039 (2.7633406099570217) | > loss_kl: 2.1728932857513428 (2.1688897438733235) | > loss_feat: 8.266134262084961 (8.407553475216568) | > loss_mel: 14.883936882019043 (15.054211255563683) | > loss_duration: 1.5950634479522705 (1.6072751017680682) | > amp_scaler: 128.0 (129.52988047808765) | > loss_1: 29.465370178222656 (30.001270195402473) | > grad_norm_1: tensor(796.7435, device='cuda:0') (tensor(1012.0046, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.831 (0.8652803973847651) | > loader_time: 0.0102 (0.011321577892835397)  --> TIME: 2025-02-20 14:03:52 -- STEP: 301/924 -- GLOBAL_STEP: 128400 | > loss_disc: 2.1241490840911865 (2.245360830693547) | > loss_disc_real_0: 0.0857582688331604 (0.12663798422809455) | > loss_disc_real_1: 0.16134172677993774 (0.19100592980947206) | > loss_disc_real_2: 0.20933987200260162 (0.2032935538660252) | > loss_disc_real_3: 0.22662882506847382 (0.20741575664262052) | > loss_disc_real_4: 0.2148863971233368 (0.20987840605732616) | > loss_disc_real_5: 0.18554124236106873 (0.20583648021732062) | > loss_0: 2.1241490840911865 (2.245360830693547) | > grad_norm_0: tensor(25.0691, device='cuda:0') (tensor(57.4259, device='cuda:0')) | > loss_gen: 2.887132406234741 (2.7598509630095527) | > loss_kl: 2.0992305278778076 (2.160325749371931) | > loss_feat: 8.660867691040039 (8.407823309153814) | > loss_mel: 14.99797248840332 (15.052409545923783) | > loss_duration: 1.5906987190246582 (1.6069719906265159) | > amp_scaler: 128.0 (129.2757475083056) | > loss_1: 30.235902786254883 (29.987381577095714) | > grad_norm_1: tensor(970.3981, device='cuda:0') (tensor(1033.9869, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.8516 (0.8657807788975611) | > loader_time: 0.0106 (0.011326048461305738)  --> TIME: 2025-02-20 14:04:37 -- STEP: 351/924 -- GLOBAL_STEP: 128450 | > loss_disc: 2.1918764114379883 (2.2463189509519492) | > loss_disc_real_0: 0.1677350103855133 (0.12636929943605704) | > loss_disc_real_1: 0.15790009498596191 (0.19136056117182784) | > loss_disc_real_2: 0.20054978132247925 (0.20342419421740746) | > loss_disc_real_3: 0.19935321807861328 (0.20719819488348792) | > loss_disc_real_4: 0.1651848554611206 (0.21014419813611232) | > loss_disc_real_5: 0.2061987817287445 (0.2055370344692826) | > loss_0: 2.1918764114379883 (2.2463189509519492) | > grad_norm_0: tensor(77.6384, device='cuda:0') (tensor(57.9963, device='cuda:0')) | > loss_gen: 2.744811773300171 (2.761262405292259) | > loss_kl: 2.0914008617401123 (2.15678205721059) | > loss_feat: 8.2718505859375 (8.407402840095369) | > loss_mel: 14.403752326965332 (15.058257795806623) | > loss_duration: 1.5871453285217285 (1.607285263531568) | > amp_scaler: 128.0 (129.09401709401703) | > loss_1: 29.098960876464844 (29.990990348011678) | > grad_norm_1: tensor(1231.7664, device='cuda:0') (tensor(1030.5956, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.9024 (0.8678171763732563) | > loader_time: 0.0116 (0.011364119684594312)  --> TIME: 2025-02-20 14:05:21 -- STEP: 401/924 -- GLOBAL_STEP: 128500 | > loss_disc: 2.4550044536590576 (2.2413483296249277) | > loss_disc_real_0: 0.08898775279521942 (0.12466512236772026) | > loss_disc_real_1: 0.19329145550727844 (0.1914106660204338) | > loss_disc_real_2: 0.1810571253299713 (0.2032846999807548) | > loss_disc_real_3: 0.16062577068805695 (0.20700663491674798) | > loss_disc_real_4: 0.18911653757095337 (0.2099595977704127) | > loss_disc_real_5: 0.17168252170085907 (0.20425987193486347) | > loss_0: 2.4550044536590576 (2.2413483296249277) | > grad_norm_0: tensor(34.1230, device='cuda:0') (tensor(59.3271, device='cuda:0')) | > loss_gen: 2.5556700229644775 (2.7758752051137017) | > loss_kl: 2.214940071105957 (2.153631644950543) | > loss_feat: 8.911921501159668 (8.460837720932803) | > loss_mel: 16.827533721923828 (15.118814187751447) | > loss_duration: 1.577798843383789 (1.6081547276337544) | > amp_scaler: 128.0 (128.9576059850373) | > loss_1: 32.08786392211914 (30.11731346586993) | > grad_norm_1: tensor(575.0215, device='cuda:0') (tensor(1017.0046, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.8592 (0.867333397900969) | > loader_time: 0.0096 (0.011354232369515669)  --> TIME: 2025-02-20 14:06:05 -- STEP: 451/924 -- GLOBAL_STEP: 128550 | > loss_disc: 2.024689197540283 (2.2368754748494544) | > loss_disc_real_0: 0.09974315017461777 (0.12394803744263756) | > loss_disc_real_1: 0.147250235080719 (0.1909128121552605) | > loss_disc_real_2: 0.19324089586734772 (0.20287083406538234) | > loss_disc_real_3: 0.201883926987648 (0.20678440988592464) | > loss_disc_real_4: 0.21464288234710693 (0.20957141566170825) | > loss_disc_real_5: 0.16343209147453308 (0.2044465491783593) | > loss_0: 2.024689197540283 (2.2368754748494544) | > grad_norm_0: tensor(57.0961, device='cuda:0') (tensor(58.9840, device='cuda:0')) | > loss_gen: 3.2079579830169678 (2.7803283012626956) | > loss_kl: 2.2527804374694824 (2.1600429882231404) | > loss_feat: 10.240070343017578 (8.475439304258764) | > loss_mel: 16.941709518432617 (15.119798260623229) | > loss_duration: 1.5957109928131104 (1.6079073480914807) | > amp_scaler: 128.0 (128.8514412416851) | > loss_1: 34.23822784423828 (30.14351620219499) | > grad_norm_1: tensor(1188.4633, device='cuda:0') (tensor(1002.7161, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.8327 (0.8666313714833058) | > loader_time: 0.0098 (0.011323375871070476)  --> TIME: 2025-02-20 14:06:49 -- STEP: 501/924 -- GLOBAL_STEP: 128600 | > loss_disc: 2.3378310203552246 (2.236918317105716) | > loss_disc_real_0: 0.12516286969184875 (0.12422624197667698) | > loss_disc_real_1: 0.19652868807315826 (0.19095594544491606) | > loss_disc_real_2: 0.2087097316980362 (0.2026265772159942) | > loss_disc_real_3: 0.23349379003047943 (0.2065890711581636) | > loss_disc_real_4: 0.17818327248096466 (0.20943203886706913) | > loss_disc_real_5: 0.212415874004364 (0.20481987043233693) | > loss_0: 2.3378310203552246 (2.236918317105716) | > grad_norm_0: tensor(34.1148, device='cuda:0') (tensor(58.5300, device='cuda:0')) | > loss_gen: 2.7070088386535645 (2.777345310428184) | > loss_kl: 2.097132921218872 (2.1581400818453567) | > loss_feat: 8.387088775634766 (8.460529307405391) | > loss_mel: 14.4035062789917 (15.10624811892024) | > loss_duration: 1.5867362022399902 (1.6082463835527796) | > amp_scaler: 128.0 (128.76646706586817) | > loss_1: 29.181472778320312 (30.1105092023899) | > grad_norm_1: tensor(1002.6376, device='cuda:0') (tensor(1018.2073, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.8718 (0.866803045996173) | > loader_time: 0.0118 (0.011302566813851549)  --> TIME: 2025-02-20 14:07:33 -- STEP: 551/924 -- GLOBAL_STEP: 128650 | > loss_disc: 2.082409381866455 (2.2357663303451387) | > loss_disc_real_0: 0.13749855756759644 (0.12378105945114425) | > loss_disc_real_1: 0.18460039794445038 (0.19095440509098627) | > loss_disc_real_2: 0.19673267006874084 (0.20290064470954036) | > loss_disc_real_3: 0.2247585952281952 (0.2067234011235126) | > loss_disc_real_4: 0.1996861696243286 (0.2095417391150487) | > loss_disc_real_5: 0.17698507010936737 (0.20421747394081907) | > loss_0: 2.082409381866455 (2.2357663303451387) | > grad_norm_0: tensor(62.7391, device='cuda:0') (tensor(58.9427, device='cuda:0')) | > loss_gen: 2.9670424461364746 (2.7823485454067765) | > loss_kl: 2.090919017791748 (2.1598373223129936) | > loss_feat: 8.626982688903809 (8.469209092065775) | > loss_mel: 15.287171363830566 (15.102825533456684) | > loss_duration: 1.57257080078125 (1.6086564193836355) | > amp_scaler: 128.0 (128.69691470054437) | > loss_1: 30.544687271118164 (30.1228769098133) | > grad_norm_1: tensor(1371.9010, device='cuda:0') (tensor(1020.0693, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.8753 (0.866672975398235) | > loader_time: 0.0104 (0.01128433577161952)  --> TIME: 2025-02-20 14:08:17 -- STEP: 601/924 -- GLOBAL_STEP: 128700 | > loss_disc: 2.318633556365967 (2.2382233741874495) | > loss_disc_real_0: 0.17436502873897552 (0.12456231340518006) | > loss_disc_real_1: 0.21360883116722107 (0.1912921770489751) | > loss_disc_real_2: 0.2066154032945633 (0.20300030244666206) | > loss_disc_real_3: 0.19703124463558197 (0.20672847357843574) | > loss_disc_real_4: 0.19921338558197021 (0.20973336024708839) | > loss_disc_real_5: 0.2154466211795807 (0.20437341654508961) | > loss_0: 2.318633556365967 (2.2382233741874495) | > grad_norm_0: tensor(96.2817, device='cuda:0') (tensor(59.9335, device='cuda:0')) | > loss_gen: 2.6334569454193115 (2.7850639225044165) | > loss_kl: 2.112407922744751 (2.16030921138662) | > loss_feat: 7.278172969818115 (8.476322294670016) | > loss_mel: 14.57225513458252 (15.10085679211355) | > loss_duration: 1.6173057556152344 (1.6087458808092825) | > amp_scaler: 128.0 (128.638935108153) | > loss_1: 28.213600158691406 (30.131298084227296) | > grad_norm_1: tensor(846.7388, device='cuda:0') (tensor(1017.5893, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.8653 (0.8665119510720456) | > loader_time: 0.0101 (0.011301106502133087)  --> TIME: 2025-02-20 14:09:01 -- STEP: 651/924 -- GLOBAL_STEP: 128750 | > loss_disc: 2.1352272033691406 (2.2374884602477856) | > loss_disc_real_0: 0.11638705432415009 (0.12403949041108375) | > loss_disc_real_1: 0.17017702758312225 (0.19134501499422849) | > loss_disc_real_2: 0.1666923612356186 (0.20303813518009237) | > loss_disc_real_3: 0.21420566737651825 (0.20678339955810404) | > loss_disc_real_4: 0.22025257349014282 (0.20979458395786554) | > loss_disc_real_5: 0.1578875333070755 (0.20409677232602774) | > loss_0: 2.1352272033691406 (2.2374884602477856) | > grad_norm_0: tensor(30.9811, device='cuda:0') (tensor(59.4294, device='cuda:0')) | > loss_gen: 2.8637781143188477 (2.7854016336244714) | > loss_kl: 2.077138900756836 (2.1622724170509033) | > loss_feat: 9.708096504211426 (8.483156415907105) | > loss_mel: 15.980621337890625 (15.113268651537451) | > loss_duration: 1.6182997226715088 (1.6083465902486704) | > amp_scaler: 128.0 (128.58986175115203) | > loss_1: 32.2479362487793 (30.15244570965042) | > grad_norm_1: tensor(1295.2893, device='cuda:0') (tensor(1019.8575, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.8687 (0.8665299697588851) | > loader_time: 0.0116 (0.01130368339667489)  --> TIME: 2025-02-20 14:09:46 -- STEP: 701/924 -- GLOBAL_STEP: 128800 | > loss_disc: 2.292353630065918 (2.239415343919937) | > loss_disc_real_0: 0.08664294332265854 (0.1254967494672442) | > loss_disc_real_1: 0.19652597606182098 (0.19129818856461048) | > loss_disc_real_2: 0.19338858127593994 (0.20323262062885614) | > loss_disc_real_3: 0.18121197819709778 (0.20681302523646997) | > loss_disc_real_4: 0.19578255712985992 (0.20967239234995064) | > loss_disc_real_5: 0.22227849066257477 (0.20378234851759952) | > loss_0: 2.292353630065918 (2.239415343919937) | > grad_norm_0: tensor(38.8400, device='cuda:0') (tensor(59.5824, device='cuda:0')) | > loss_gen: 2.6462903022766113 (2.785075871308415) | > loss_kl: 2.1596641540527344 (2.1631572840047153) | > loss_feat: 8.778372764587402 (8.491394574223845) | > loss_mel: 15.82456111907959 (15.113182652863902) | > loss_duration: 1.571879267692566 (1.608427249415965) | > amp_scaler: 128.0 (128.54778887303843) | > loss_1: 30.98076629638672 (30.16123762960611) | > grad_norm_1: tensor(323.7167, device='cuda:0') (tensor(1013.7042, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.885 (0.8672129226989312) | > loader_time: 0.0133 (0.011330522926319676)  --> TIME: 2025-02-20 14:10:31 -- STEP: 751/924 -- GLOBAL_STEP: 128850 | > loss_disc: 2.2267675399780273 (2.240312028343924) | > loss_disc_real_0: 0.18510520458221436 (0.1257738293645861) | > loss_disc_real_1: 0.1749846488237381 (0.191198051908362) | > loss_disc_real_2: 0.22423191368579865 (0.20335266676628472) | > loss_disc_real_3: 0.2550591826438904 (0.2068524604115125) | > loss_disc_real_4: 0.2109472006559372 (0.20971636616993208) | > loss_disc_real_5: 0.2452486753463745 (0.20415789040720733) | > loss_0: 2.2267675399780273 (2.240312028343924) | > grad_norm_0: tensor(67.6254, device='cuda:0') (tensor(58.9972, device='cuda:0')) | > loss_gen: 2.968064546585083 (2.7813287727366096) | > loss_kl: 2.0675501823425293 (2.162338431760891) | > loss_feat: 8.383768081665039 (8.48207944750627) | > loss_mel: 15.113558769226074 (15.11925165504019) | > loss_duration: 1.624376654624939 (1.6084194453197536) | > amp_scaler: 128.0 (128.51131824234346) | > loss_1: 30.157318115234375 (30.153417752363712) | > grad_norm_1: tensor(1045.2629, device='cuda:0') (tensor(1015.1768, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.8659 (0.8678542459693636) | > loader_time: 0.0107 (0.011361424043556338)  --> TIME: 2025-02-20 14:11:15 -- STEP: 801/924 -- GLOBAL_STEP: 128900 | > loss_disc: 2.085521697998047 (2.2393433410725514) | > loss_disc_real_0: 0.12686043977737427 (0.12572652089424644) | > loss_disc_real_1: 0.17961850762367249 (0.19115312955575914) | > loss_disc_real_2: 0.19195041060447693 (0.20325829466332798) | > loss_disc_real_3: 0.18447118997573853 (0.2067460835761346) | > loss_disc_real_4: 0.18427446484565735 (0.20956958361556025) | > loss_disc_real_5: 0.15690281987190247 (0.20382880851086904) | > loss_0: 2.085521697998047 (2.2393433410725514) | > grad_norm_0: tensor(107.6414, device='cuda:0') (tensor(59.6340, device='cuda:0')) | > loss_gen: 2.9369864463806152 (2.7845417331071665) | > loss_kl: 2.176483392715454 (2.157792702000988) | > loss_feat: 10.409358024597168 (8.494424203808393) | > loss_mel: 17.236745834350586 (15.139789739649247) | > loss_duration: 1.5932388305664062 (1.6087309187568826) | > amp_scaler: 128.0 (128.4794007490636) | > loss_1: 34.35280990600586 (30.185279298513272) | > grad_norm_1: tensor(1431.6429, device='cuda:0') (tensor(1011.7083, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.8242 (0.8675721242335556) | > loader_time: 0.0106 (0.01136605629462576)  --> TIME: 2025-02-20 14:11:58 -- STEP: 851/924 -- GLOBAL_STEP: 128950 | > loss_disc: 2.2290897369384766 (2.238767593363618) | > loss_disc_real_0: 0.13770487904548645 (0.12536589437537543) | > loss_disc_real_1: 0.18999795615673065 (0.1909177599586413) | > loss_disc_real_2: 0.187632218003273 (0.20328051193270358) | > loss_disc_real_3: 0.21881718933582306 (0.20681016866804997) | > loss_disc_real_4: 0.23035463690757751 (0.20961688224283148) | > loss_disc_real_5: 0.20885981619358063 (0.20365350999892387) | > loss_0: 2.2290897369384766 (2.238767593363618) | > grad_norm_0: tensor(31.8193, device='cuda:0') (tensor(59.1521, device='cuda:0')) | > loss_gen: 2.747438430786133 (2.7846552143365866) | > loss_kl: 2.021313428878784 (2.157944830268032) | > loss_feat: 7.972620487213135 (8.49651204993386) | > loss_mel: 14.917144775390625 (15.143040782556414) | > loss_duration: 1.6217585802078247 (1.608630615731944) | > amp_scaler: 128.0 (128.4512338425381) | > loss_1: 29.280277252197266 (30.190783497309432) | > grad_norm_1: tensor(1365.8890, device='cuda:0') (tensor(1017.5995, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.8442 (0.8670118146441379) | > loader_time: 0.0131 (0.01138807211583425)  --> TIME: 2025-02-20 14:12:42 -- STEP: 901/924 -- GLOBAL_STEP: 129000 | > loss_disc: 2.203972339630127 (2.2384378727480008) | > loss_disc_real_0: 0.08072493225336075 (0.12512328506723358) | > loss_disc_real_1: 0.2066114842891693 (0.19091257846580342) | > loss_disc_real_2: 0.20834289491176605 (0.20329585312540066) | > loss_disc_real_3: 0.1853720247745514 (0.20673725864003428) | > loss_disc_real_4: 0.1756686568260193 (0.20958466043945956) | > loss_disc_real_5: 0.15114186704158783 (0.20352000769612263) | > loss_0: 2.203972339630127 (2.2384378727480008) | > grad_norm_0: tensor(46.7488, device='cuda:0') (tensor(59.0976, device='cuda:0')) | > loss_gen: 2.534036159515381 (2.786246646654591) | > loss_kl: 2.262096881866455 (2.162219544758946) | > loss_feat: 8.372836112976074 (8.500562908646796) | > loss_mel: 15.212973594665527 (15.145623027153738) | > loss_duration: 1.6189043521881104 (1.6084983195369438) | > amp_scaler: 128.0 (128.4261931187568) | > loss_1: 30.0008487701416 (30.203150460246402) | > grad_norm_1: tensor(537.3224, device='cuda:0') (tensor(1021.0948, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.8705 (0.8664200242430998) | > loader_time: 0.0147 (0.011401317228090744) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_129000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3972702026367188 (2.3972702026367188) | > loss_disc_real_0: 0.19910718500614166 (0.19910718500614166) | > loss_disc_real_1: 0.2580642104148865 (0.2580642104148865) | > loss_disc_real_2: 0.2317454218864441 (0.2317454218864441) | > loss_disc_real_3: 0.1893659085035324 (0.1893659085035324) | > loss_disc_real_4: 0.21757574379444122 (0.21757574379444122) | > loss_disc_real_5: 0.20688459277153015 (0.20688459277153015) | > loss_0: 2.3972702026367188 (2.3972702026367188) | > loss_gen: 2.5343921184539795 (2.5343921184539795) | > loss_kl: 2.139996290206909 (2.139996290206909) | > loss_feat: 7.014310359954834 (7.014310359954834) | > loss_mel: 13.14688777923584 (13.14688777923584) | > loss_duration: 1.6654413938522339 (1.6654413938522339) | > loss_1: 26.501026153564453 (26.501026153564453)  --> STEP: 1 | > loss_disc: 2.215468406677246 (2.215468406677246) | > loss_disc_real_0: 0.21452835202217102 (0.21452835202217102) | > loss_disc_real_1: 0.23755855858325958 (0.23755855858325958) | > loss_disc_real_2: 0.2117699384689331 (0.2117699384689331) | > loss_disc_real_3: 0.18806414306163788 (0.18806414306163788) | > loss_disc_real_4: 0.20456726849079132 (0.20456726849079132) | > loss_disc_real_5: 0.21532821655273438 (0.21532821655273438) | > loss_0: 2.215468406677246 (2.215468406677246) | > loss_gen: 2.8605058193206787 (2.8605058193206787) | > loss_kl: 1.989684820175171 (1.989684820175171) | > loss_feat: 8.611268997192383 (8.611268997192383) | > loss_mel: 15.745805740356445 (15.745805740356445) | > loss_duration: 1.687009334564209 (1.687009334564209) | > loss_1: 30.894275665283203 (30.894275665283203)  --> STEP: 2 | > loss_disc: 2.346494436264038 (2.280981421470642) | > loss_disc_real_0: 0.22093220055103302 (0.21773027628660202) | > loss_disc_real_1: 0.24926939606666565 (0.24341397732496262) | > loss_disc_real_2: 0.22408214211463928 (0.2179260402917862) | > loss_disc_real_3: 0.21679942309856415 (0.202431783080101) | > loss_disc_real_4: 0.21562868356704712 (0.21009797602891922) | > loss_disc_real_5: 0.22145655751228333 (0.21839238703250885) | > loss_0: 2.346494436264038 (2.280981421470642) | > loss_gen: 2.742018699645996 (2.8012622594833374) | > loss_kl: 2.1730663776397705 (2.0813755989074707) | > loss_feat: 7.553346633911133 (8.082307815551758) | > loss_mel: 13.650259017944336 (14.69803237915039) | > loss_duration: 1.5816035270690918 (1.6343064308166504) | > loss_1: 27.700294494628906 (29.297285079956055)  --> STEP: 3 | > loss_disc: 2.366156578063965 (2.309373140335083) | > loss_disc_real_0: 0.22306443750858307 (0.21950833002726236) | > loss_disc_real_1: 0.23383329808712006 (0.2402204175790151) | > loss_disc_real_2: 0.2033817023038864 (0.21307792762915292) | > loss_disc_real_3: 0.22098547220230103 (0.20861634612083435) | > loss_disc_real_4: 0.21345864236354828 (0.21121819814046225) | > loss_disc_real_5: 0.2151326835155487 (0.21730581919352213) | > loss_0: 2.366156578063965 (2.309373140335083) | > loss_gen: 2.6164565086364746 (2.7396603425343833) | > loss_kl: 2.190236806869507 (2.1176626682281494) | > loss_feat: 7.226836204528809 (7.797150611877441) | > loss_mel: 14.169051170349121 (14.521705309549967) | > loss_duration: 1.6522353887557983 (1.6402827501296997) | > loss_1: 27.854816436767578 (28.81646219889323)  --> STEP: 4 | > loss_disc: 2.3473289012908936 (2.3188620805740356) | > loss_disc_real_0: 0.22267194092273712 (0.22029923275113106) | > loss_disc_real_1: 0.241244375705719 (0.24047640711069107) | > loss_disc_real_2: 0.21643082797527313 (0.21391615271568298) | > loss_disc_real_3: 0.1966722160577774 (0.20563031360507011) | > loss_disc_real_4: 0.2153516709804535 (0.21225156635046005) | > loss_disc_real_5: 0.22436422109603882 (0.2190704196691513) | > loss_0: 2.3473289012908936 (2.3188620805740356) | > loss_gen: 2.681382894515991 (2.725090980529785) | > loss_kl: 1.9560083150863647 (2.0772490799427032) | > loss_feat: 7.54668664932251 (7.7345346212387085) | > loss_mel: 14.185039520263672 (14.437538862228394) | > loss_duration: 1.7766237258911133 (1.674367994070053) | > loss_1: 28.145740509033203 (28.648781776428223)  --> STEP: 5 | > loss_disc: 2.3472185134887695 (2.3245333671569823) | > loss_disc_real_0: 0.27178695797920227 (0.2305967777967453) | > loss_disc_real_1: 0.24025651812553406 (0.24043242931365966) | > loss_disc_real_2: 0.19982902705669403 (0.2110987275838852) | > loss_disc_real_3: 0.2789367735385895 (0.220291605591774) | > loss_disc_real_4: 0.2961290776729584 (0.22902706861495972) | > loss_disc_real_5: 0.25743135809898376 (0.2267426073551178) | > loss_0: 2.3472185134887695 (2.3245333671569823) | > loss_gen: 2.9727373123168945 (2.774620246887207) | > loss_kl: 2.229809284210205 (2.1077611207962037) | > loss_feat: 8.609869956970215 (7.90960168838501) | > loss_mel: 17.368928909301758 (15.023816871643067) | > loss_duration: 1.570875883102417 (1.653669571876526) | > loss_1: 32.75222396850586 (29.46947021484375) --> EVAL PERFORMANCE | > avg_loader_time: 0.15149331092834473 (-0.00189123153686524) | > avg_loss_disc: 2.3245333671569823 (-0.08929266929626456) | > avg_loss_disc_real_0: 0.2305967777967453 (+0.13633022904396058) | > avg_loss_disc_real_1: 0.24043242931365966 (+0.0013191282749175914) | > avg_loss_disc_real_2: 0.2110987275838852 (-0.03483912050724028) | > avg_loss_disc_real_3: 0.220291605591774 (+0.023642185330390947) | > avg_loss_disc_real_4: 0.22902706861495972 (-0.013597443699836731) | > avg_loss_disc_real_5: 0.2267426073551178 (+0.04162296056747439) | > avg_loss_0: 2.3245333671569823 (-0.08929266929626456) | > avg_loss_gen: 2.774620246887207 (+0.4883817672729496) | > avg_loss_kl: 2.1077611207962037 (+0.0184084892272951) | > avg_loss_feat: 7.90960168838501 (+0.7443085670471188) | > avg_loss_mel: 15.023816871643067 (+2.0437236785888686) | > avg_loss_duration: 1.653669571876526 (+0.007677054405212491) | > avg_loss_1: 29.46947021484375 (+3.302500534057618)  > EPOCH: 90/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 14:13:13)   --> TIME: 2025-02-20 14:13:39 -- STEP: 27/924 -- GLOBAL_STEP: 129050 | > loss_disc: 2.1482763290405273 (2.258795058285748) | > loss_disc_real_0: 0.06218872591853142 (0.14442947589688834) | > loss_disc_real_1: 0.16374386847019196 (0.18922896628026611) | > loss_disc_real_2: 0.19076591730117798 (0.20212780822206428) | > loss_disc_real_3: 0.17041495442390442 (0.20717125358404936) | > loss_disc_real_4: 0.18411578238010406 (0.20834446726021943) | > loss_disc_real_5: 0.15705978870391846 (0.195902642276552) | > loss_0: 2.1482763290405273 (2.258795058285748) | > grad_norm_0: tensor(46.0564, device='cuda:0') (tensor(75.3077, device='cuda:0')) | > loss_gen: 2.818153142929077 (2.7943737595169633) | > loss_kl: 2.509557008743286 (2.194901850488451) | > loss_feat: 9.878240585327148 (8.391217761569553) | > loss_mel: 16.969099044799805 (15.020808325873482) | > loss_duration: 1.6715930700302124 (1.6068204597190574) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.846641540527344 (30.00812198497631) | > grad_norm_1: tensor(1377.3293, device='cuda:0') (tensor(1114.7949, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.8371 (0.8600411944919162) | > loader_time: 0.0099 (0.01084082214920609)  --> TIME: 2025-02-20 14:14:23 -- STEP: 77/924 -- GLOBAL_STEP: 129100 | > loss_disc: 2.125277042388916 (2.24003622129366) | > loss_disc_real_0: 0.15144142508506775 (0.12930222673269062) | > loss_disc_real_1: 0.1659882813692093 (0.18943506440558994) | > loss_disc_real_2: 0.19472463428974152 (0.20399087299774218) | > loss_disc_real_3: 0.2297908067703247 (0.20573807575485922) | > loss_disc_real_4: 0.193011075258255 (0.20946877730357183) | > loss_disc_real_5: 0.21095412969589233 (0.20300331344078112) | > loss_0: 2.125277042388916 (2.24003622129366) | > grad_norm_0: tensor(94.3988, device='cuda:0') (tensor(62.3067, device='cuda:0')) | > loss_gen: 3.0032742023468018 (2.780421662640262) | > loss_kl: 2.213104009628296 (2.1431128251088127) | > loss_feat: 9.365489959716797 (8.438261199307131) | > loss_mel: 15.407347679138184 (15.124820808311561) | > loss_duration: 1.5600025653839111 (1.6088032366393448) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.54922103881836 (30.095419648405795) | > grad_norm_1: tensor(1207.7800, device='cuda:0') (tensor(1069.9211, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.8769 (0.8663397980974866) | > loader_time: 0.0139 (0.011200093603753423)  --> TIME: 2025-02-20 14:15:07 -- STEP: 127/924 -- GLOBAL_STEP: 129150 | > loss_disc: 2.3144783973693848 (2.2305679959575015) | > loss_disc_real_0: 0.10453306138515472 (0.12465608806356675) | > loss_disc_real_1: 0.1810901015996933 (0.1892637041375393) | > loss_disc_real_2: 0.2134450227022171 (0.2035086363788665) | > loss_disc_real_3: 0.21554182469844818 (0.20487230969226267) | > loss_disc_real_4: 0.18355180323123932 (0.2089146805091167) | > loss_disc_real_5: 0.16766846179962158 (0.19990886266775956) | > loss_0: 2.3144783973693848 (2.2305679959575015) | > grad_norm_0: tensor(47.7519, device='cuda:0') (tensor(66.7053, device='cuda:0')) | > loss_gen: 2.5494089126586914 (2.8035128773666744) | > loss_kl: 2.0844993591308594 (2.122009329908475) | > loss_feat: 7.9135637283325195 (8.505337658829577) | > loss_mel: 14.020188331604004 (15.166433101563943) | > loss_duration: 1.6220840215682983 (1.6083545759906919) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.18974494934082 (30.205647506113127) | > grad_norm_1: tensor(597.5434, device='cuda:0') (tensor(1048.1555, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.8345 (0.8619397906806525) | > loader_time: 0.0092 (0.011186284343088706)  --> TIME: 2025-02-20 14:15:51 -- STEP: 177/924 -- GLOBAL_STEP: 129200 | > loss_disc: 2.0786712169647217 (2.2225345635818226) | > loss_disc_real_0: 0.2578835189342499 (0.12248685474028699) | > loss_disc_real_1: 0.1811831146478653 (0.1897688596430472) | > loss_disc_real_2: 0.16612698137760162 (0.20340495384008872) | > loss_disc_real_3: 0.23246964812278748 (0.2047936252113116) | > loss_disc_real_4: 0.18377579748630524 (0.20918466319135354) | > loss_disc_real_5: 0.18103140592575073 (0.20009151682005083) | > loss_0: 2.0786712169647217 (2.2225345635818226) | > grad_norm_0: tensor(130.3256, device='cuda:0') (tensor(65.5288, device='cuda:0')) | > loss_gen: 3.4693689346313477 (2.816326794651269) | > loss_kl: 2.20011043548584 (2.10864517176892) | > loss_feat: 9.360600471496582 (8.527995648357152) | > loss_mel: 15.661726951599121 (15.20560172991564) | > loss_duration: 1.6207690238952637 (1.6079699380249621) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.31257629394531 (30.266539341985844) | > grad_norm_1: tensor(1061.1084, device='cuda:0') (tensor(1060.1053, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.8394 (0.8632764385244941) | > loader_time: 0.0191 (0.011339772219038279)  --> TIME: 2025-02-20 14:16:35 -- STEP: 227/924 -- GLOBAL_STEP: 129250 | > loss_disc: 2.3690810203552246 (2.232757069465872) | > loss_disc_real_0: 0.2536212205886841 (0.12485179927052384) | > loss_disc_real_1: 0.2085384577512741 (0.19002352247941867) | > loss_disc_real_2: 0.22543755173683167 (0.20366442689286454) | > loss_disc_real_3: 0.2386074960231781 (0.20549792294197672) | > loss_disc_real_4: 0.23627370595932007 (0.2096732661850127) | > loss_disc_real_5: 0.24935822188854218 (0.2010076853409737) | > loss_0: 2.3690810203552246 (2.232757069465872) | > grad_norm_0: tensor(99.8245, device='cuda:0') (tensor(63.1025, device='cuda:0')) | > loss_gen: 2.90181827545166 (2.7994291635336856) | > loss_kl: 1.9835002422332764 (2.124698511829458) | > loss_feat: 7.906883239746094 (8.465956673223008) | > loss_mel: 14.203103065490723 (15.164034629183194) | > loss_duration: 1.5930204391479492 (1.6076560246261726) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.58832550048828 (30.16177506803941) | > grad_norm_1: tensor(1132.6399, device='cuda:0') (tensor(1047.2124, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.8646 (0.8662591799765431) | > loader_time: 0.0112 (0.011363137661097858)  --> TIME: 2025-02-20 14:17:19 -- STEP: 277/924 -- GLOBAL_STEP: 129300 | > loss_disc: 2.0751519203186035 (2.2375643072575855) | > loss_disc_real_0: 0.09322281181812286 (0.12676938046240643) | > loss_disc_real_1: 0.2001943737268448 (0.1904949815910216) | > loss_disc_real_2: 0.20042456686496735 (0.2033394038246857) | > loss_disc_real_3: 0.16700202226638794 (0.20551432141973655) | > loss_disc_real_4: 0.1673809438943863 (0.2092629292381369) | > loss_disc_real_5: 0.2135474681854248 (0.2013510786776938) | > loss_0: 2.0751519203186035 (2.2375643072575855) | > grad_norm_0: tensor(50.7298, device='cuda:0') (tensor(63.1357, device='cuda:0')) | > loss_gen: 3.0419883728027344 (2.793102990849354) | > loss_kl: 2.2544634342193604 (2.1279583308670906) | > loss_feat: 9.151433944702148 (8.460740309760025) | > loss_mel: 16.067153930664062 (15.17118321084804) | > loss_duration: 1.577566146850586 (1.608767336025995) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.09260559082031 (30.161752232575676) | > grad_norm_1: tensor(1165.3191, device='cuda:0') (tensor(1043.1464, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.9129 (0.8658355306632252) | > loader_time: 0.0118 (0.011339247872252758)  --> TIME: 2025-02-20 14:18:04 -- STEP: 327/924 -- GLOBAL_STEP: 129350 | > loss_disc: 2.1610260009765625 (2.238118461148089) | > loss_disc_real_0: 0.05746365711092949 (0.12653762483769973) | > loss_disc_real_1: 0.1759035885334015 (0.19078997998791744) | > loss_disc_real_2: 0.19420193135738373 (0.20346598942345434) | > loss_disc_real_3: 0.21468080580234528 (0.20617104032353165) | > loss_disc_real_4: 0.20374695956707 (0.20926420540984625) | > loss_disc_real_5: 0.19483500719070435 (0.20171955888606713) | > loss_0: 2.1610260009765625 (2.238118461148089) | > grad_norm_0: tensor(73.1392, device='cuda:0') (tensor(64.0051, device='cuda:0')) | > loss_gen: 2.8512723445892334 (2.794036467140968) | > loss_kl: 2.285550832748413 (2.13499273765342) | > loss_feat: 9.38638687133789 (8.469260882164713) | > loss_mel: 16.362958908081055 (15.18011494732778) | > loss_duration: 1.6502195596694946 (1.6077856488913207) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.5363883972168 (30.18619072473742) | > grad_norm_1: tensor(1464.1945, device='cuda:0') (tensor(1070.6021, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.8937 (0.8667348437353013) | > loader_time: 0.0102 (0.01134829200371325)  --> TIME: 2025-02-20 14:18:48 -- STEP: 377/924 -- GLOBAL_STEP: 129400 | > loss_disc: 2.288889169692993 (2.2382391409785405) | > loss_disc_real_0: 0.1734858900308609 (0.12617080355315058) | > loss_disc_real_1: 0.23696108162403107 (0.19072032370048753) | > loss_disc_real_2: 0.2504543364048004 (0.20355314478791994) | > loss_disc_real_3: 0.21267829835414886 (0.20623502384288245) | > loss_disc_real_4: 0.21105363965034485 (0.20931359769811056) | > loss_disc_real_5: 0.21717330813407898 (0.20189664131450394) | > loss_0: 2.288889169692993 (2.2382391409785405) | > grad_norm_0: tensor(117.1532, device='cuda:0') (tensor(64.0340, device='cuda:0')) | > loss_gen: 2.7036428451538086 (2.791535857501651) | > loss_kl: 1.9275758266448975 (2.131457367689602) | > loss_feat: 8.962825775146484 (8.469519513987729) | > loss_mel: 16.727306365966797 (15.204844707519369) | > loss_duration: 1.5946464538574219 (1.6074523701275691) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.915996551513672 (30.204809836430638) | > grad_norm_1: tensor(514.6284, device='cuda:0') (tensor(1062.9965, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.8807 (0.8671334460180067) | > loader_time: 0.0181 (0.011393904369769108)  --> TIME: 2025-02-20 14:19:32 -- STEP: 427/924 -- GLOBAL_STEP: 129450 | > loss_disc: 1.999798059463501 (2.234379673171655) | > loss_disc_real_0: 0.05799015238881111 (0.125056222229498) | > loss_disc_real_1: 0.20158952474594116 (0.1905415370118144) | > loss_disc_real_2: 0.20153993368148804 (0.2030406913238052) | > loss_disc_real_3: 0.20146878063678741 (0.2059836867123633) | > loss_disc_real_4: 0.21548576653003693 (0.20900914687183486) | > loss_disc_real_5: 0.22817263007164001 (0.2019369757147527) | > loss_0: 1.999798059463501 (2.234379673171655) | > grad_norm_0: tensor(55.5873, device='cuda:0') (tensor(64.8545, device='cuda:0')) | > loss_gen: 3.1564788818359375 (2.8003996596682557) | > loss_kl: 2.412055253982544 (2.1348278932884086) | > loss_feat: 9.891261100769043 (8.504518359271367) | > loss_mel: 16.231691360473633 (15.241762851384541) | > loss_duration: 1.583360195159912 (1.6074410475947538) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.274845123291016 (30.288949832424905) | > grad_norm_1: tensor(1149.2167, device='cuda:0') (tensor(1059.8934, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.8461 (0.8674839112462709) | > loader_time: 0.0105 (0.011434107251133793)  --> TIME: 2025-02-20 14:20:17 -- STEP: 477/924 -- GLOBAL_STEP: 129500 | > loss_disc: 2.2051050662994385 (2.232863953028582) | > loss_disc_real_0: 0.1107909306883812 (0.12433837150346554) | > loss_disc_real_1: 0.2027140110731125 (0.19061881797368677) | > loss_disc_real_2: 0.21305370330810547 (0.20300828320300304) | > loss_disc_real_3: 0.21001681685447693 (0.20587009810051832) | > loss_disc_real_4: 0.25270742177963257 (0.20892865212333533) | > loss_disc_real_5: 0.215040922164917 (0.2018065779339092) | > loss_0: 2.2051050662994385 (2.232863953028582) | > grad_norm_0: tensor(42.6878, device='cuda:0') (tensor(64.8396, device='cuda:0')) | > loss_gen: 2.8498289585113525 (2.8024507703521224) | > loss_kl: 2.209791421890259 (2.1403053461630632) | > loss_feat: 7.868575572967529 (8.51084686575196) | > loss_mel: 13.789716720581055 (15.230379976316568) | > loss_duration: 1.5840543508529663 (1.6072645644721746) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.30196762084961 (30.29124755379539) | > grad_norm_1: tensor(880.6456, device='cuda:0') (tensor(1064.9716, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.8632 (0.8680798202690589) | > loader_time: 0.0126 (0.01143212238447721)  --> TIME: 2025-02-20 14:21:01 -- STEP: 527/924 -- GLOBAL_STEP: 129550 | > loss_disc: 1.9647374153137207 (2.2310456727442274) | > loss_disc_real_0: 0.056516535580158234 (0.12318474157541928) | > loss_disc_real_1: 0.19852560758590698 (0.1906841326879596) | > loss_disc_real_2: 0.21247026324272156 (0.2030668088731549) | > loss_disc_real_3: 0.1875791698694229 (0.20597085441538687) | > loss_disc_real_4: 0.25527867674827576 (0.209053312013) | > loss_disc_real_5: 0.12996946275234222 (0.2013944823726078) | > loss_0: 1.9647374153137207 (2.2310456727442274) | > grad_norm_0: tensor(20.5868, device='cuda:0') (tensor(64.7986, device='cuda:0')) | > loss_gen: 3.2719790935516357 (2.8069023905035677) | > loss_kl: 2.0249481201171875 (2.1406858116671073) | > loss_feat: 9.695866584777832 (8.517905715746943) | > loss_mel: 16.712257385253906 (15.227998554367268) | > loss_duration: 1.596261978149414 (1.6076233230912935) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.30131149291992 (30.301115817770334) | > grad_norm_1: tensor(1162.3842, device='cuda:0') (tensor(1068.8455, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.8691 (0.8681196144002665) | > loader_time: 0.01 (0.011419301241127316)  --> TIME: 2025-02-20 14:21:46 -- STEP: 577/924 -- GLOBAL_STEP: 129600 | > loss_disc: 2.274752378463745 (2.2290639369078673) | > loss_disc_real_0: 0.12083330005407333 (0.12204947379422555) | > loss_disc_real_1: 0.19810450077056885 (0.19058647904177067) | > loss_disc_real_2: 0.19967485964298248 (0.20303188326350532) | > loss_disc_real_3: 0.2497434914112091 (0.20602904296313865) | > loss_disc_real_4: 0.21432055532932281 (0.20906071279656338) | > loss_disc_real_5: 0.199324831366539 (0.20125239762111172) | > loss_0: 2.274752378463745 (2.2290639369078673) | > grad_norm_0: tensor(52.6827, device='cuda:0') (tensor(64.2715, device='cuda:0')) | > loss_gen: 2.7865986824035645 (2.806244125399268) | > loss_kl: 2.121170997619629 (2.138702333696587) | > loss_feat: 7.4725518226623535 (8.51636504465827) | > loss_mel: 13.926233291625977 (15.214886873598942) | > loss_duration: 1.6089591979980469 (1.6074201767324778) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.91551399230957 (30.28361857660515) | > grad_norm_1: tensor(1312.3856, device='cuda:0') (tensor(1062.2047, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.8856 (0.8691195908617521) | > loader_time: 0.0109 (0.01142381464794563)  --> TIME: 2025-02-20 14:22:30 -- STEP: 627/924 -- GLOBAL_STEP: 129650 | > loss_disc: 2.377987861633301 (2.2305664556068274) | > loss_disc_real_0: 0.11506325006484985 (0.12219861759380857) | > loss_disc_real_1: 0.18296270072460175 (0.19060147609531983) | > loss_disc_real_2: 0.22335782647132874 (0.20330940726461214) | > loss_disc_real_3: 0.22141773998737335 (0.20626061025894035) | > loss_disc_real_4: 0.2282284051179886 (0.2091662410343664) | > loss_disc_real_5: 0.2192842662334442 (0.2014169408754108) | > loss_0: 2.377987861633301 (2.2305664556068274) | > grad_norm_0: tensor(75.3042, device='cuda:0') (tensor(64.8321, device='cuda:0')) | > loss_gen: 2.470029592514038 (2.8085167700784246) | > loss_kl: 2.008422374725342 (2.1393527140457658) | > loss_feat: 7.325450897216797 (8.518536978361146) | > loss_mel: 16.005783081054688 (15.212143488858114) | > loss_duration: 1.5762399435043335 (1.6072166429942487) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.385927200317383 (30.2857666015625) | > grad_norm_1: tensor(741.6097, device='cuda:0') (tensor(1055.1727, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.8615 (0.8689327703898794) | > loader_time: 0.0134 (0.011414986097831674)  --> TIME: 2025-02-20 14:23:14 -- STEP: 677/924 -- GLOBAL_STEP: 129700 | > loss_disc: 2.3444910049438477 (2.230007443505516) | > loss_disc_real_0: 0.05050048604607582 (0.12223138860488744) | > loss_disc_real_1: 0.21174168586730957 (0.19060693238827467) | > loss_disc_real_2: 0.20965167880058289 (0.20340983404542706) | > loss_disc_real_3: 0.2033185511827469 (0.2060565580909677) | > loss_disc_real_4: 0.18520167469978333 (0.2091135067240703) | > loss_disc_real_5: 0.15611769258975983 (0.20145614141463522) | > loss_0: 2.3444910049438477 (2.230007443505516) | > grad_norm_0: tensor(89.1071, device='cuda:0') (tensor(64.6407, device='cuda:0')) | > loss_gen: 2.731724262237549 (2.8073603874471376) | > loss_kl: 2.1496524810791016 (2.1389831470069685) | > loss_feat: 8.844371795654297 (8.523394196565263) | > loss_mel: 15.12602710723877 (15.228662597904178) | > loss_duration: 1.6035151481628418 (1.6067182809950855) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.455291748046875 (30.305118622772802) | > grad_norm_1: tensor(1314.7057, device='cuda:0') (tensor(1067.3353, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.9014 (0.8685908123872833) | > loader_time: 0.0112 (0.011381137670407108)  --> TIME: 2025-02-20 14:23:58 -- STEP: 727/924 -- GLOBAL_STEP: 129750 | > loss_disc: 2.250213146209717 (2.230123227695323) | > loss_disc_real_0: 0.11884576082229614 (0.12281982303485578) | > loss_disc_real_1: 0.19271840155124664 (0.19045105760986245) | > loss_disc_real_2: 0.1980099081993103 (0.2032755825263762) | > loss_disc_real_3: 0.2022571712732315 (0.20584864289265375) | > loss_disc_real_4: 0.20223405957221985 (0.2090420256454647) | > loss_disc_real_5: 0.18903660774230957 (0.20154966907947222) | > loss_0: 2.250213146209717 (2.230123227695323) | > grad_norm_0: tensor(24.0124, device='cuda:0') (tensor(64.8903, device='cuda:0')) | > loss_gen: 2.6987805366516113 (2.8066198501167143) | > loss_kl: 2.3985486030578613 (2.1410304493228507) | > loss_feat: 8.09470272064209 (8.534072698884364) | > loss_mel: 14.57520580291748 (15.24628006805252) | > loss_duration: 1.620063066482544 (1.6065414909483475) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.38730239868164 (30.33454457142658) | > grad_norm_1: tensor(1059.8092, device='cuda:0') (tensor(1062.2737, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.9108 (0.8688915743296544) | > loader_time: 0.0098 (0.011365682583563613)  --> TIME: 2025-02-20 14:24:43 -- STEP: 777/924 -- GLOBAL_STEP: 129800 | > loss_disc: 2.366532564163208 (2.231076785036036) | > loss_disc_real_0: 0.1198568269610405 (0.12327616980138736) | > loss_disc_real_1: 0.22945283353328705 (0.19053003190030154) | > loss_disc_real_2: 0.2106509804725647 (0.20325515420203658) | > loss_disc_real_3: 0.23834328353405 (0.2059668248262797) | > loss_disc_real_4: 0.24009399116039276 (0.20916592436177397) | > loss_disc_real_5: 0.2267422080039978 (0.20160211139434087) | > loss_0: 2.366532564163208 (2.231076785036036) | > grad_norm_0: tensor(21.8578, device='cuda:0') (tensor(64.4311, device='cuda:0')) | > loss_gen: 2.6444029808044434 (2.8069563105299666) | > loss_kl: 2.190189838409424 (2.1418012707389877) | > loss_feat: 7.853853225708008 (8.540018978879878) | > loss_mel: 15.397294998168945 (15.2572535412959) | > loss_duration: 1.6133460998535156 (1.6070015760308831) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.699087142944336 (30.353031688675458) | > grad_norm_1: tensor(1140.0874, device='cuda:0') (tensor(1054.8995, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.9205 (0.8692050130517633) | > loader_time: 0.0123 (0.011378867592437251)  --> TIME: 2025-02-20 14:25:27 -- STEP: 827/924 -- GLOBAL_STEP: 129850 | > loss_disc: 2.1356496810913086 (2.228770871981167) | > loss_disc_real_0: 0.09619316458702087 (0.12281125153729096) | > loss_disc_real_1: 0.190506711602211 (0.19038175383386763) | > loss_disc_real_2: 0.234914168715477 (0.20319768872918356) | > loss_disc_real_3: 0.23110853135585785 (0.20581120782348225) | > loss_disc_real_4: 0.2198917120695114 (0.20901021415406018) | > loss_disc_real_5: 0.16368567943572998 (0.20145062325655183) | > loss_0: 2.1356496810913086 (2.228770871981167) | > grad_norm_0: tensor(55.6684, device='cuda:0') (tensor(63.6922, device='cuda:0')) | > loss_gen: 3.0474600791931152 (2.806726378714159) | > loss_kl: 2.402409553527832 (2.144122659943841) | > loss_feat: 9.628032684326172 (8.540989878676397) | > loss_mel: 15.06783390045166 (15.249059963111002) | > loss_duration: 1.5695488452911377 (1.6067839481810413) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.715286254882812 (30.347682832950838) | > grad_norm_1: tensor(948.5668, device='cuda:0') (tensor(1054.3207, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.8452 (0.8685173036974315) | > loader_time: 0.01 (0.011369807544325415)  --> TIME: 2025-02-20 14:26:10 -- STEP: 877/924 -- GLOBAL_STEP: 129900 | > loss_disc: 2.336454153060913 (2.2281608629117935) | > loss_disc_real_0: 0.3068908751010895 (0.1226418050326738) | > loss_disc_real_1: 0.19273780286312103 (0.19033220267622067) | > loss_disc_real_2: 0.2213563472032547 (0.20313234975563624) | > loss_disc_real_3: 0.22537393867969513 (0.20579771743397066) | > loss_disc_real_4: 0.1811918318271637 (0.20894028361941966) | > loss_disc_real_5: 0.21997788548469543 (0.20139402973475173) | > loss_0: 2.336454153060913 (2.2281608629117935) | > grad_norm_0: tensor(134.2921, device='cuda:0') (tensor(63.5989, device='cuda:0')) | > loss_gen: 3.0369060039520264 (2.8072661932137293) | > loss_kl: 2.1936354637145996 (2.145641482406491) | > loss_feat: 8.540497779846191 (8.543808073111256) | > loss_mel: 15.667269706726074 (15.24286589954163) | > loss_duration: 1.5707776546478271 (1.6068536189969886) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.009084701538086 (30.346435266318586) | > grad_norm_1: tensor(1220.4917, device='cuda:0') (tensor(1053.4414, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.8414 (0.8679999533101933) | > loader_time: 0.01 (0.011382892439003834)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.17238450050354 (2.17238450050354) | > loss_disc_real_0: 0.15577346086502075 (0.15577346086502075) | > loss_disc_real_1: 0.2018723338842392 (0.2018723338842392) | > loss_disc_real_2: 0.21227282285690308 (0.21227282285690308) | > loss_disc_real_3: 0.23943421244621277 (0.23943421244621277) | > loss_disc_real_4: 0.24251894652843475 (0.24251894652843475) | > loss_disc_real_5: 0.21322782337665558 (0.21322782337665558) | > loss_0: 2.17238450050354 (2.17238450050354) | > loss_gen: 3.072220802307129 (3.072220802307129) | > loss_kl: 1.9709378480911255 (1.9709378480911255) | > loss_feat: 8.79287052154541 (8.79287052154541) | > loss_mel: 15.575583457946777 (15.575583457946777) | > loss_duration: 1.675441026687622 (1.675441026687622) | > loss_1: 31.087055206298828 (31.087055206298828)  --> STEP: 1 | > loss_disc: 2.2363603115081787 (2.2363603115081787) | > loss_disc_real_0: 0.17877048254013062 (0.17877048254013062) | > loss_disc_real_1: 0.20462004840373993 (0.20462004840373993) | > loss_disc_real_2: 0.21371211111545563 (0.21371211111545563) | > loss_disc_real_3: 0.21552421152591705 (0.21552421152591705) | > loss_disc_real_4: 0.23179665207862854 (0.23179665207862854) | > loss_disc_real_5: 0.2187565118074417 (0.2187565118074417) | > loss_0: 2.2363603115081787 (2.2363603115081787) | > loss_gen: 2.880896806716919 (2.880896806716919) | > loss_kl: 2.0824623107910156 (2.0824623107910156) | > loss_feat: 7.637282371520996 (7.637282371520996) | > loss_mel: 14.563843727111816 (14.563843727111816) | > loss_duration: 1.6904826164245605 (1.6904826164245605) | > loss_1: 28.854969024658203 (28.854969024658203)  --> STEP: 2 | > loss_disc: 2.3395233154296875 (2.287941813468933) | > loss_disc_real_0: 0.19106639921665192 (0.18491844087839127) | > loss_disc_real_1: 0.20429706573486328 (0.2044585570693016) | > loss_disc_real_2: 0.23005066812038422 (0.22188138961791992) | > loss_disc_real_3: 0.2362673282623291 (0.22589576989412308) | > loss_disc_real_4: 0.2550694942474365 (0.24343307316303253) | > loss_disc_real_5: 0.25670504570007324 (0.23773077875375748) | > loss_0: 2.3395233154296875 (2.287941813468933) | > loss_gen: 2.878474712371826 (2.8796857595443726) | > loss_kl: 2.1290605068206787 (2.105761408805847) | > loss_feat: 7.562984943389893 (7.600133657455444) | > loss_mel: 13.989300727844238 (14.276572227478027) | > loss_duration: 1.5915398597717285 (1.6410112380981445) | > loss_1: 28.1513614654541 (28.503165245056152)  --> STEP: 3 | > loss_disc: 2.2726051807403564 (2.2828296025594077) | > loss_disc_real_0: 0.17159973084926605 (0.18047887086868286) | > loss_disc_real_1: 0.21294772624969482 (0.20728828012943268) | > loss_disc_real_2: 0.20690757036209106 (0.21689011653264365) | > loss_disc_real_3: 0.23669376969337463 (0.22949510316054025) | > loss_disc_real_4: 0.2353440225124359 (0.240736722946167) | > loss_disc_real_5: 0.23247216641902924 (0.23597790797551474) | > loss_0: 2.2726051807403564 (2.2828296025594077) | > loss_gen: 2.9139156341552734 (2.8910957177480063) | > loss_kl: 2.0606329441070557 (2.0907185872395835) | > loss_feat: 7.728087425231934 (7.6427849133809405) | > loss_mel: 14.337992668151855 (14.297045707702637) | > loss_duration: 1.6612553596496582 (1.6477592786153157) | > loss_1: 28.70188331604004 (28.56940460205078)  --> STEP: 4 | > loss_disc: 2.4633450508117676 (2.3279584646224976) | > loss_disc_real_0: 0.19133959710597992 (0.18319405242800713) | > loss_disc_real_1: 0.22269301116466522 (0.21113946288824081) | > loss_disc_real_2: 0.2410116195678711 (0.2229204922914505) | > loss_disc_real_3: 0.23827320337295532 (0.23168962821364403) | > loss_disc_real_4: 0.26358506083488464 (0.2464488074183464) | > loss_disc_real_5: 0.25835034251213074 (0.24157101660966873) | > loss_0: 2.4633450508117676 (2.3279584646224976) | > loss_gen: 2.6799845695495605 (2.8383179306983948) | > loss_kl: 2.0832839012145996 (2.0888599157333374) | > loss_feat: 6.362105846405029 (7.322615146636963) | > loss_mel: 11.761329650878906 (13.663116693496704) | > loss_duration: 1.758312463760376 (1.6753975749015808) | > loss_1: 24.645015716552734 (27.58830738067627)  --> STEP: 5 | > loss_disc: 2.194683790206909 (2.30130352973938) | > loss_disc_real_0: 0.12869893014431 (0.1722950279712677) | > loss_disc_real_1: 0.21223795413970947 (0.21135916113853453) | > loss_disc_real_2: 0.21941804885864258 (0.22222000360488892) | > loss_disc_real_3: 0.21205905079841614 (0.22776351273059844) | > loss_disc_real_4: 0.17729781568050385 (0.2326186090707779) | > loss_disc_real_5: 0.2550383508205414 (0.24426448345184326) | > loss_0: 2.194683790206909 (2.30130352973938) | > loss_gen: 2.877129554748535 (2.846080255508423) | > loss_kl: 2.3304219245910645 (2.137172317504883) | > loss_feat: 9.221148490905762 (7.7023218154907225) | > loss_mel: 15.695015907287598 (14.069496536254883) | > loss_duration: 1.5154619216918945 (1.6434104442596436) | > loss_1: 31.639175415039062 (28.39848098754883) --> EVAL PERFORMANCE | > avg_loader_time: 0.15188312530517578 (+0.0003898143768310547) | > avg_loss_disc: 2.30130352973938 (-0.02322983741760254) | > avg_loss_disc_real_0: 0.1722950279712677 (-0.05830174982547762) | > avg_loss_disc_real_1: 0.21135916113853453 (-0.029073268175125122) | > avg_loss_disc_real_2: 0.22222000360488892 (+0.011121276021003712) | > avg_loss_disc_real_3: 0.22776351273059844 (+0.007471907138824452) | > avg_loss_disc_real_4: 0.2326186090707779 (+0.003591540455818165) | > avg_loss_disc_real_5: 0.24426448345184326 (+0.017521876096725453) | > avg_loss_0: 2.30130352973938 (-0.02322983741760254) | > avg_loss_gen: 2.846080255508423 (+0.07146000862121582) | > avg_loss_kl: 2.137172317504883 (+0.0294111967086792) | > avg_loss_feat: 7.7023218154907225 (-0.2072798728942873) | > avg_loss_mel: 14.069496536254883 (-0.954320335388184) | > avg_loss_duration: 1.6434104442596436 (-0.010259127616882413) | > avg_loss_1: 28.39848098754883 (-1.0709892272949197)  > EPOCH: 91/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 14:27:00)   --> TIME: 2025-02-20 14:27:05 -- STEP: 3/924 -- GLOBAL_STEP: 129950 | > loss_disc: 2.3689496517181396 (2.1925337314605713) | > loss_disc_real_0: 0.0729307010769844 (0.07868852217992146) | > loss_disc_real_1: 0.20480187237262726 (0.19560352464516959) | > loss_disc_real_2: 0.2436608076095581 (0.21099036435286203) | > loss_disc_real_3: 0.18988630175590515 (0.20049906273682913) | > loss_disc_real_4: 0.2347889244556427 (0.24620651205380759) | > loss_disc_real_5: 0.15681730210781097 (0.17043540875116983) | > loss_0: 2.3689496517181396 (2.1925337314605713) | > grad_norm_0: tensor(41.0405, device='cuda:0') (tensor(42.5495, device='cuda:0')) | > loss_gen: 2.4446399211883545 (2.817532777786255) | > loss_kl: 2.3546550273895264 (2.254422744115194) | > loss_feat: 8.098587036132812 (8.94077205657959) | > loss_mel: 16.334697723388672 (16.226334889729817) | > loss_duration: 1.584092617034912 (1.5979665120442708) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.816673278808594 (31.83702850341797) | > grad_norm_1: tensor(619.0486, device='cuda:0') (tensor(1036.1274, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.8667 (0.8715496063232422) | > loader_time: 0.0106 (0.011025667190551758)  --> TIME: 2025-02-20 14:27:49 -- STEP: 53/924 -- GLOBAL_STEP: 130000 | > loss_disc: 2.0386407375335693 (2.2345957081272916) | > loss_disc_real_0: 0.11371469497680664 (0.11883340832197441) | > loss_disc_real_1: 0.17152619361877441 (0.19351109834212174) | > loss_disc_real_2: 0.16949348151683807 (0.20349965933358893) | > loss_disc_real_3: 0.17654487490653992 (0.2040250678107424) | > loss_disc_real_4: 0.1716412901878357 (0.2122385434384616) | > loss_disc_real_5: 0.2134055495262146 (0.20290536616208418) | > loss_0: 2.0386407375335693 (2.2345957081272916) | > grad_norm_0: tensor(83.2145, device='cuda:0') (tensor(62.7218, device='cuda:0')) | > loss_gen: 2.8857059478759766 (2.7864050820188715) | > loss_kl: 2.2128169536590576 (2.1735407788798504) | > loss_feat: 8.63217544555664 (8.42365109245732) | > loss_mel: 16.021394729614258 (15.1305955490976) | > loss_duration: 1.6493067741394043 (1.6130487131622602) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.401399612426758 (30.127241062668134) | > grad_norm_1: tensor(768.2048, device='cuda:0') (tensor(1090.3961, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.885 (0.8658936158666071) | > loader_time: 0.0109 (0.011434334628986862) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_130000.pth  --> TIME: 2025-02-20 14:28:35 -- STEP: 103/924 -- GLOBAL_STEP: 130050 | > loss_disc: 2.317495822906494 (2.223762783032019) | > loss_disc_real_0: 0.13677167892456055 (0.12038704047648652) | > loss_disc_real_1: 0.16754233837127686 (0.19190026544830174) | > loss_disc_real_2: 0.2027396857738495 (0.2029571865947501) | > loss_disc_real_3: 0.19883273541927338 (0.20294508366908845) | > loss_disc_real_4: 0.18517816066741943 (0.21027484203426583) | > loss_disc_real_5: 0.2289554923772812 (0.20070071004837461) | > loss_0: 2.317495822906494 (2.223762783032019) | > grad_norm_0: tensor(65.1169, device='cuda:0') (tensor(66.5918, device='cuda:0')) | > loss_gen: 2.632780075073242 (2.8341189634452757) | > loss_kl: 2.1918785572052 (2.1726318921857675) | > loss_feat: 8.683147430419922 (8.59970849694557) | > loss_mel: 14.707293510437012 (15.274489800906876) | > loss_duration: 1.6135826110839844 (1.6097911897214872) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.82868194580078 (30.490740174228705) | > grad_norm_1: tensor(813.0105, device='cuda:0') (tensor(1026.4274, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.8842 (0.8657390307454229) | > loader_time: 0.0112 (0.011500775235370525)  --> TIME: 2025-02-20 14:29:20 -- STEP: 153/924 -- GLOBAL_STEP: 130100 | > loss_disc: 2.1552157402038574 (2.229368691350899) | > loss_disc_real_0: 0.18035151064395905 (0.1198427948151149) | > loss_disc_real_1: 0.1966935098171234 (0.19245297116002222) | > loss_disc_real_2: 0.21207791566848755 (0.20365332953290996) | > loss_disc_real_3: 0.17177607119083405 (0.20400400907775154) | > loss_disc_real_4: 0.19444938004016876 (0.21079444534638353) | > loss_disc_real_5: 0.2034948319196701 (0.20094383546924283) | > loss_0: 2.1552157402038574 (2.229368691350899) | > grad_norm_0: tensor(83.9943, device='cuda:0') (tensor(64.4585, device='cuda:0')) | > loss_gen: 3.11682391166687 (2.8193031479330624) | > loss_kl: 2.1845462322235107 (2.1703371012132933) | > loss_feat: 8.744424819946289 (8.515109445534497) | > loss_mel: 14.714873313903809 (15.211128721050187) | > loss_duration: 1.5927464962005615 (1.609454184575797) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.35341453552246 (30.32533247953926) | > grad_norm_1: tensor(820.0678, device='cuda:0') (tensor(1018.0317, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.8994 (0.8697797956030353) | > loader_time: 0.0113 (0.011464229596206566)  --> TIME: 2025-02-20 14:30:04 -- STEP: 203/924 -- GLOBAL_STEP: 130150 | > loss_disc: 2.3053667545318604 (2.2338180436289368) | > loss_disc_real_0: 0.13786937296390533 (0.11956088120126959) | > loss_disc_real_1: 0.1759181171655655 (0.1925278369869504) | > loss_disc_real_2: 0.2373264878988266 (0.20469507795249298) | > loss_disc_real_3: 0.23794542253017426 (0.2055153501004421) | > loss_disc_real_4: 0.27759361267089844 (0.21120649429377666) | > loss_disc_real_5: 0.2073456197977066 (0.2007887244885191) | > loss_0: 2.3053667545318604 (2.2338180436289368) | > grad_norm_0: tensor(42.0325, device='cuda:0') (tensor(65.5380, device='cuda:0')) | > loss_gen: 2.712859869003296 (2.815661420963081) | > loss_kl: 2.18295955657959 (2.16390788672593) | > loss_feat: 7.450943946838379 (8.496666727394897) | > loss_mel: 14.03313159942627 (15.210146236889468) | > loss_duration: 1.6251792907714844 (1.6081951909464562) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.00507354736328 (30.294577377770334) | > grad_norm_1: tensor(1055.9702, device='cuda:0') (tensor(1016.1475, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.9096 (0.8702013316412864) | > loader_time: 0.0133 (0.011457109686189102)  --> TIME: 2025-02-20 14:30:48 -- STEP: 253/924 -- GLOBAL_STEP: 130200 | > loss_disc: 2.329465389251709 (2.2294161348003643) | > loss_disc_real_0: 0.2550363540649414 (0.1209837660311239) | > loss_disc_real_1: 0.2012389898300171 (0.1916573535901284) | > loss_disc_real_2: 0.21848753094673157 (0.20391757220854398) | > loss_disc_real_3: 0.21864888072013855 (0.20491126839351276) | > loss_disc_real_4: 0.22366194427013397 (0.21057534877490622) | > loss_disc_real_5: 0.21139918267726898 (0.20072348518922867) | > loss_0: 2.329465389251709 (2.2294161348003643) | > grad_norm_0: tensor(138.4936, device='cuda:0') (tensor(65.3872, device='cuda:0')) | > loss_gen: 2.903947353363037 (2.8137580537984492) | > loss_kl: 2.0945656299591064 (2.1600738942858753) | > loss_feat: 8.319493293762207 (8.50428359970274) | > loss_mel: 14.891085624694824 (15.176810513372006) | > loss_duration: 1.6294726133346558 (1.6093306654526778) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.838565826416016 (30.264256707293242) | > grad_norm_1: tensor(829.2808, device='cuda:0') (tensor(1022.7798, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.8733 (0.8694946690510384) | > loader_time: 0.0145 (0.01142877363875921)  --> TIME: 2025-02-20 14:31:33 -- STEP: 303/924 -- GLOBAL_STEP: 130250 | > loss_disc: 2.1673340797424316 (2.2274654249940373) | > loss_disc_real_0: 0.07480601221323013 (0.11970781955388513) | > loss_disc_real_1: 0.201694056391716 (0.19175494022101847) | > loss_disc_real_2: 0.20127232372760773 (0.20386925162655292) | > loss_disc_real_3: 0.2217850536108017 (0.20501604563135511) | > loss_disc_real_4: 0.2286064177751541 (0.21061498270963286) | > loss_disc_real_5: 0.17718477547168732 (0.20073940870490406) | > loss_0: 2.1673340797424316 (2.2274654249940373) | > grad_norm_0: tensor(49.2226, device='cuda:0') (tensor(64.7153, device='cuda:0')) | > loss_gen: 2.8539016246795654 (2.811428065347199) | > loss_kl: 1.9810047149658203 (2.1532732224700495) | > loss_feat: 8.537457466125488 (8.513656581589101) | > loss_mel: 14.36985969543457 (15.174370290422598) | > loss_duration: 1.5516159534454346 (1.6089627451629134) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.293838500976562 (30.261690888861224) | > grad_norm_1: tensor(1213.4990, device='cuda:0') (tensor(1025.9330, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.8377 (0.8688621678368094) | > loader_time: 0.0093 (0.011444530864753348)  --> TIME: 2025-02-20 14:32:17 -- STEP: 353/924 -- GLOBAL_STEP: 130300 | > loss_disc: 2.2769415378570557 (2.228597167531086) | > loss_disc_real_0: 0.06890399754047394 (0.12092805261230334) | > loss_disc_real_1: 0.20360718667507172 (0.19164068456580888) | > loss_disc_real_2: 0.18265752494335175 (0.20369452512466873) | > loss_disc_real_3: 0.23575107753276825 (0.20520783044798846) | > loss_disc_real_4: 0.2155129611492157 (0.21048970951068166) | > loss_disc_real_5: 0.19872376322746277 (0.2002753735052965) | > loss_0: 2.2769415378570557 (2.228597167531086) | > grad_norm_0: tensor(18.5324, device='cuda:0') (tensor(65.5567, device='cuda:0')) | > loss_gen: 2.724299907684326 (2.8155909043871303) | > loss_kl: 2.2164390087127686 (2.1516975194806776) | > loss_feat: 8.847999572753906 (8.520161143781106) | > loss_mel: 14.964825630187988 (15.177793737849163) | > loss_duration: 1.5702662467956543 (1.6090070694769403) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.32383155822754 (30.274250403342098) | > grad_norm_1: tensor(440.9981, device='cuda:0') (tensor(1021.5548, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.8436 (0.8696796711713667) | > loader_time: 0.013 (0.01149184980743668)  --> TIME: 2025-02-20 14:33:01 -- STEP: 403/924 -- GLOBAL_STEP: 130350 | > loss_disc: 2.278550148010254 (2.229757374036993) | > loss_disc_real_0: 0.11312253028154373 (0.12133206830131209) | > loss_disc_real_1: 0.18856795132160187 (0.19168088660938273) | > loss_disc_real_2: 0.20040176808834076 (0.2039422400240271) | > loss_disc_real_3: 0.22498422861099243 (0.20561389051950887) | > loss_disc_real_4: 0.23971261084079742 (0.21059467541816512) | > loss_disc_real_5: 0.1952717900276184 (0.20037686841437596) | > loss_0: 2.278550148010254 (2.229757374036993) | > grad_norm_0: tensor(40.1657, device='cuda:0') (tensor(63.9569, device='cuda:0')) | > loss_gen: 2.4732232093811035 (2.80802569377511) | > loss_kl: 1.986589789390564 (2.146968357024655) | > loss_feat: 7.805028438568115 (8.504426680486791) | > loss_mel: 13.964049339294434 (15.161646319973853) | > loss_duration: 1.6158901453018188 (1.6094630545481257) | > amp_scaler: 128.0 (128.63523573201) | > loss_1: 27.84478187561035 (30.2305301164575) | > grad_norm_1: tensor(932.2554, device='cuda:0') (tensor(1013.3282, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.8549 (0.869435436376567) | > loader_time: 0.0106 (0.011547344789907304)  --> TIME: 2025-02-20 14:33:45 -- STEP: 453/924 -- GLOBAL_STEP: 130400 | > loss_disc: 2.1546707153320312 (2.2272522996856146) | > loss_disc_real_0: 0.07219664007425308 (0.1201254389193279) | > loss_disc_real_1: 0.24193577468395233 (0.19177470673656885) | > loss_disc_real_2: 0.16769085824489594 (0.20358676165671274) | > loss_disc_real_3: 0.20758792757987976 (0.20590807004085435) | > loss_disc_real_4: 0.1670704185962677 (0.21039359186000908) | > loss_disc_real_5: 0.2120453417301178 (0.20041551756740406) | > loss_0: 2.1546707153320312 (2.2272522996856146) | > grad_norm_0: tensor(71.1190, device='cuda:0') (tensor(63.3004, device='cuda:0')) | > loss_gen: 2.8297476768493652 (2.808296950447638) | > loss_kl: 2.1452786922454834 (2.1409739869056694) | > loss_feat: 8.997841835021973 (8.50970254039133) | > loss_mel: 16.147628784179688 (15.154312605363117) | > loss_duration: 1.6168041229248047 (1.6090040975322255) | > amp_scaler: 128.0 (128.5651214128035) | > loss_1: 31.737300872802734 (30.222290186429394) | > grad_norm_1: tensor(1379.0243, device='cuda:0') (tensor(1020.6305, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.8927 (0.8690664178751426) | > loader_time: 0.0108 (0.011548533871210704)  --> TIME: 2025-02-20 14:34:30 -- STEP: 503/924 -- GLOBAL_STEP: 130450 | > loss_disc: 2.223878860473633 (2.2260884373609873) | > loss_disc_real_0: 0.10016918182373047 (0.12038136999424599) | > loss_disc_real_1: 0.1821783483028412 (0.19140998429616923) | > loss_disc_real_2: 0.24406227469444275 (0.20349981391406202) | > loss_disc_real_3: 0.19218969345092773 (0.20587650412475134) | > loss_disc_real_4: 0.1834055334329605 (0.20997150734096587) | > loss_disc_real_5: 0.2790772318840027 (0.200310857748061) | > loss_0: 2.223878860473633 (2.2260884373609873) | > grad_norm_0: tensor(59.9205, device='cuda:0') (tensor(63.8471, device='cuda:0')) | > loss_gen: 2.802065849304199 (2.8134348074911126) | > loss_kl: 2.2292542457580566 (2.138616520652241) | > loss_feat: 9.007473945617676 (8.531795415442227) | > loss_mel: 15.807658195495605 (15.180924049665629) | > loss_duration: 1.6327344179153442 (1.608827179990279) | > amp_scaler: 128.0 (128.5089463220675) | > loss_1: 31.479188919067383 (30.273598009264965) | > grad_norm_1: tensor(1064.2295, device='cuda:0') (tensor(1020.5492, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.8807 (0.8701780084113241) | > loader_time: 0.0129 (0.011528156386692058)  --> TIME: 2025-02-20 14:35:14 -- STEP: 553/924 -- GLOBAL_STEP: 130500 | > loss_disc: 2.1380152702331543 (2.2269805600802672) | > loss_disc_real_0: 0.11539872735738754 (0.12095954491475606) | > loss_disc_real_1: 0.19228515028953552 (0.19133306560098148) | > loss_disc_real_2: 0.2120785266160965 (0.20345431625519694) | > loss_disc_real_3: 0.19537320733070374 (0.20586663584273712) | > loss_disc_real_4: 0.22223278880119324 (0.21006218542026572) | > loss_disc_real_5: 0.23309388756752014 (0.2005787211694295) | > loss_0: 2.1380152702331543 (2.2269805600802672) | > grad_norm_0: tensor(50.9369, device='cuda:0') (tensor(63.9974, device='cuda:0')) | > loss_gen: 3.0607082843780518 (2.812231858858794) | > loss_kl: 2.0740206241607666 (2.138229349422628) | > loss_feat: 8.5895357131958 (8.531368205603385) | > loss_mel: 14.7506103515625 (15.193634705776331) | > loss_duration: 1.5762088298797607 (1.6090328195427028) | > amp_scaler: 128.0 (128.4629294755876) | > loss_1: 30.051082611083984 (30.284496979946255) | > grad_norm_1: tensor(1017.9115, device='cuda:0') (tensor(1026.7795, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.865 (0.8697417299743156) | > loader_time: 0.0111 (0.011546362157756127)  --> TIME: 2025-02-20 14:35:58 -- STEP: 603/924 -- GLOBAL_STEP: 130550 | > loss_disc: 2.4097464084625244 (2.229870684506682) | > loss_disc_real_0: 0.32216379046440125 (0.12280626743908347) | > loss_disc_real_1: 0.17924663424491882 (0.19127793951117567) | > loss_disc_real_2: 0.17133451998233795 (0.2032051144992534) | > loss_disc_real_3: 0.20152457058429718 (0.20573395404155367) | > loss_disc_real_4: 0.21790997684001923 (0.2101248602813751) | > loss_disc_real_5: 0.2872568964958191 (0.20099734003419317) | > loss_0: 2.4097464084625244 (2.229870684506682) | > grad_norm_0: tensor(125.0769, device='cuda:0') (tensor(64.1805, device='cuda:0')) | > loss_gen: 2.8073909282684326 (2.808550404078924) | > loss_kl: 1.910709023475647 (2.138191999487618) | > loss_feat: 8.20475959777832 (8.525425654738697) | > loss_mel: 15.508442878723145 (15.18283874518045) | > loss_duration: 1.5685737133026123 (1.6085705571309046) | > amp_scaler: 128.0 (128.4245439469318) | > loss_1: 29.999876022338867 (30.263577415377743) | > grad_norm_1: tensor(688.9177, device='cuda:0') (tensor(1022.7601, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.861 (0.8693420115988053) | > loader_time: 0.011 (0.011527997739674839)  --> TIME: 2025-02-20 14:36:43 -- STEP: 653/924 -- GLOBAL_STEP: 130600 | > loss_disc: 2.1760377883911133 (2.2304671058976075) | > loss_disc_real_0: 0.10207299888134003 (0.12283774321559378) | > loss_disc_real_1: 0.23276972770690918 (0.1911054904391535) | > loss_disc_real_2: 0.20586949586868286 (0.20350945726105485) | > loss_disc_real_3: 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| > loss_disc: 2.283583641052246 (2.229059275658338) | > loss_disc_real_0: 0.10620509833097458 (0.12261482137407721) | > loss_disc_real_1: 0.21728459000587463 (0.19094751665042775) | > loss_disc_real_2: 0.20655235648155212 (0.203326344998768) | > loss_disc_real_3: 0.2141437530517578 (0.20545503895618492) | > loss_disc_real_4: 0.1913727968931198 (0.2099911943819921) | > loss_disc_real_5: 0.16933777928352356 (0.20098781065318544) | > loss_0: 2.283583641052246 (2.229059275658338) | > grad_norm_0: tensor(69.1867, device='cuda:0') (tensor(62.1090, device='cuda:0')) | > loss_gen: 2.6001758575439453 (2.805159898774212) | > loss_kl: 2.2549731731414795 (2.1407871590569583) | > loss_feat: 7.847141265869141 (8.52326663086458) | > loss_mel: 13.557967185974121 (15.179915471572116) | > loss_duration: 1.614485740661621 (1.6082238472711983) | > amp_scaler: 128.0 (128.36415362731157) | > loss_1: 27.874744415283203 (30.257353040605658) | > grad_norm_1: tensor(526.2581, device='cuda:0') (tensor(1010.8151, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.8534 (0.8694214939562389) | > loader_time: 0.0102 (0.011555674065905982)  --> TIME: 2025-02-20 14:38:11 -- STEP: 753/924 -- GLOBAL_STEP: 130700 | > loss_disc: 2.1625478267669678 (2.2301080160406963) | > loss_disc_real_0: 0.09895506501197815 (0.12269419612756288) | > loss_disc_real_1: 0.21562451124191284 (0.191275303166701) | > loss_disc_real_2: 0.22404493391513824 (0.2032996609035241) | > loss_disc_real_3: 0.20049527287483215 (0.20574933260797973) | > loss_disc_real_4: 0.2075934112071991 (0.21000221941575598) | > loss_disc_real_5: 0.18602058291435242 (0.20123668413752752) | > loss_0: 2.1625478267669678 (2.2301080160406963) | > grad_norm_0: tensor(70.6774, device='cuda:0') (tensor(62.2488, device='cuda:0')) | > loss_gen: 2.7806873321533203 (2.8044769061039143) | > loss_kl: 2.0980467796325684 (2.137348724076477) | > loss_feat: 8.748899459838867 (8.523479108949745) | > loss_mel: 15.907546043395996 (15.19725077149086) | > loss_duration: 1.6221966743469238 (1.6080923416066766) | > amp_scaler: 128.0 (128.33997343957503) | > loss_1: 31.157377243041992 (30.270647892439033) | > grad_norm_1: tensor(1395.8684, device='cuda:0') (tensor(1018.2381, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.8342 (0.869592939556674) | > loader_time: 0.01 (0.011551808234388289)  --> TIME: 2025-02-20 14:38:56 -- STEP: 803/924 -- GLOBAL_STEP: 130750 | > loss_disc: 2.1978609561920166 (2.228839022730239) | > loss_disc_real_0: 0.13269510865211487 (0.12258702877486777) | > loss_disc_real_1: 0.17880962789058685 (0.19116698999704781) | > loss_disc_real_2: 0.20457926392555237 (0.20294525978128758) | > loss_disc_real_3: 0.22206942737102509 (0.20566811263190105) | > loss_disc_real_4: 0.21609275043010712 (0.20989906060443286) | > loss_disc_real_5: 0.22398996353149414 (0.200862680423824) | > loss_0: 2.1978609561920166 (2.228839022730239) | > grad_norm_0: tensor(73.4317, device='cuda:0') (tensor(62.3141, device='cuda:0')) | > loss_gen: 2.851158618927002 (2.8039418000212915) | > loss_kl: 2.2819771766662598 (2.1364531995053655) | > loss_feat: 7.749682903289795 (8.515251653132074) | > loss_mel: 14.611403465270996 (15.185423550540454) | > loss_duration: 1.6327581405639648 (1.6082058349255453) | > amp_scaler: 128.0 (128.31880448318788) | > loss_1: 29.12697982788086 (30.249276088747852) | > grad_norm_1: tensor(1080.2915, device='cuda:0') (tensor(1022.8559, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.8732 (0.8694498348948667) | > loader_time: 0.0114 (0.011559975102710838)  --> TIME: 2025-02-20 14:39:39 -- STEP: 853/924 -- GLOBAL_STEP: 130800 | > loss_disc: 2.153106451034546 (2.2275362772231677) | > loss_disc_real_0: 0.10829868912696838 (0.12230230831177545) | > loss_disc_real_1: 0.16848398745059967 (0.1910226204959896) | > loss_disc_real_2: 0.18607652187347412 (0.20278517597934706) | > loss_disc_real_3: 0.1862422227859497 (0.20568729056632806) | > loss_disc_real_4: 0.20559583604335785 (0.20984360636817903) | > loss_disc_real_5: 0.22095975279808044 (0.20097220296003068) | > loss_0: 2.153106451034546 (2.2275362772231677) | > grad_norm_0: tensor(36.6808, device='cuda:0') (tensor(62.4708, device='cuda:0')) | > loss_gen: 2.8758034706115723 (2.806955932872095) | > loss_kl: 1.936825156211853 (2.139655605989216) | > loss_feat: 8.708873748779297 (8.520096984026988) | > loss_mel: 15.699895858764648 (15.193125264166667) | > loss_duration: 1.6323680877685547 (1.608224932641524) | > amp_scaler: 128.0 (128.3001172332941) | > loss_1: 30.8537654876709 (30.26805875449499) | > grad_norm_1: tensor(483.9682, device='cuda:0') (tensor(1018.3004, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.8896 (0.868690633270693) | > loader_time: 0.0118 (0.011559414556129872)  --> TIME: 2025-02-20 14:40:23 -- STEP: 903/924 -- GLOBAL_STEP: 130850 | > loss_disc: 2.1182494163513184 (2.2271643606399283) | > loss_disc_real_0: 0.16111375391483307 (0.12203904358899079) | > loss_disc_real_1: 0.22513949871063232 (0.19106469484064664) | > loss_disc_real_2: 0.1858254224061966 (0.20272146724783305) | > loss_disc_real_3: 0.22802139818668365 (0.2055970883349643) | > loss_disc_real_4: 0.19196923077106476 (0.20969889878170575) | > loss_disc_real_5: 0.23583929240703583 (0.20114399137126) | > loss_0: 2.1182494163513184 (2.2271643606399283) | > grad_norm_0: tensor(76.9813, device='cuda:0') (tensor(62.4727, device='cuda:0')) | > loss_gen: 3.1869845390319824 (2.8068331072100747) | > loss_kl: 2.233245611190796 (2.143787543506984) | > loss_feat: 10.205960273742676 (8.520776102313167) | > loss_mel: 17.053707122802734 (15.19659486350295) | > loss_duration: 1.6132194995880127 (1.608276930230268) | > amp_scaler: 128.0 (128.28349944629008) | > loss_1: 34.29311752319336 (30.276268577786908) | > grad_norm_1: tensor(1179.7937, device='cuda:0') (tensor(1021.3516, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.8784 (0.867814334656049) | > loader_time: 0.0148 (0.011564011589633267)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2718255519866943 (2.2718255519866943) | > loss_disc_real_0: 0.11035025864839554 (0.11035025864839554) | > loss_disc_real_1: 0.2211860716342926 (0.2211860716342926) | > loss_disc_real_2: 0.1968611180782318 (0.1968611180782318) | > loss_disc_real_3: 0.18780948221683502 (0.18780948221683502) | > loss_disc_real_4: 0.19821861386299133 (0.19821861386299133) | > loss_disc_real_5: 0.2140491008758545 (0.2140491008758545) | > loss_0: 2.2718255519866943 (2.2718255519866943) | > loss_gen: 2.433310031890869 (2.433310031890869) | > loss_kl: 2.0654664039611816 (2.0654664039611816) | > loss_feat: 8.036676406860352 (8.036676406860352) | > loss_mel: 14.789128303527832 (14.789128303527832) | > loss_duration: 1.6765930652618408 (1.6765930652618408) | > loss_1: 29.00117301940918 (29.00117301940918)  --> STEP: 1 | > loss_disc: 2.427561044692993 (2.427561044692993) | > loss_disc_real_0: 0.1451399326324463 (0.1451399326324463) | > loss_disc_real_1: 0.21807025372982025 (0.21807025372982025) | > loss_disc_real_2: 0.23277688026428223 (0.23277688026428223) | > loss_disc_real_3: 0.19431178271770477 (0.19431178271770477) | > loss_disc_real_4: 0.19332468509674072 (0.19332468509674072) | > loss_disc_real_5: 0.24198278784751892 (0.24198278784751892) | > loss_0: 2.427561044692993 (2.427561044692993) | > loss_gen: 2.3035526275634766 (2.3035526275634766) | > loss_kl: 1.9852914810180664 (1.9852914810180664) | > loss_feat: 6.778469085693359 (6.778469085693359) | > loss_mel: 12.511903762817383 (12.511903762817383) | > loss_duration: 1.6793863773345947 (1.6793863773345947) | > loss_1: 25.258604049682617 (25.258604049682617)  --> STEP: 2 | > loss_disc: 2.231877565383911 (2.329719305038452) | > loss_disc_real_0: 0.09914059937000275 (0.12214026600122452) | > loss_disc_real_1: 0.19367893040180206 (0.20587459206581116) | > loss_disc_real_2: 0.1830528825521469 (0.20791488140821457) | > loss_disc_real_3: 0.16394300758838654 (0.17912739515304565) | > loss_disc_real_4: 0.19166718423366547 (0.1924959346652031) | > loss_disc_real_5: 0.23925501108169556 (0.24061889946460724) | > loss_0: 2.231877565383911 (2.329719305038452) | > loss_gen: 2.471672773361206 (2.3876127004623413) | > loss_kl: 2.0227272510528564 (2.0040093660354614) | > loss_feat: 8.83695125579834 (7.80771017074585) | > loss_mel: 15.352482795715332 (13.932193279266357) | > loss_duration: 1.575637698173523 (1.6275120377540588) | > loss_1: 30.259471893310547 (27.759037971496582)  --> STEP: 3 | > loss_disc: 2.3210768699645996 (2.326838493347168) | > loss_disc_real_0: 0.13154971599578857 (0.12527674933274588) | > loss_disc_real_1: 0.2070590704679489 (0.20626941819985709) | > loss_disc_real_2: 0.19681505858898163 (0.20421494046847025) | > loss_disc_real_3: 0.21270519495010376 (0.19031999508539835) | > loss_disc_real_4: 0.19521255791187286 (0.19340147574742636) | > loss_disc_real_5: 0.23253794014453888 (0.23792524635791779) | > loss_0: 2.3210768699645996 (2.326838493347168) | > loss_gen: 2.4079129695892334 (2.394379456837972) | > loss_kl: 2.081653356552124 (2.029890696207682) | > loss_feat: 7.316892623901367 (7.6441043217976885) | > loss_mel: 13.248475074768066 (13.70428721110026) | > loss_duration: 1.6513978242874146 (1.6354739665985107) | > loss_1: 26.70633316040039 (27.40813636779785)  --> STEP: 4 | > loss_disc: 2.4095094203948975 (2.3475062251091003) | > loss_disc_real_0: 0.13486447930335999 (0.1276736818253994) | > loss_disc_real_1: 0.2134663164615631 (0.20806864276528358) | > loss_disc_real_2: 0.2134571522474289 (0.20652549341320992) | > loss_disc_real_3: 0.2175210416316986 (0.19712025672197342) | > loss_disc_real_4: 0.19692936539649963 (0.19428344815969467) | > loss_disc_real_5: 0.24113419651985168 (0.23872748389840126) | > loss_0: 2.4095094203948975 (2.3475062251091003) | > loss_gen: 2.305314540863037 (2.3721132278442383) | > loss_kl: 2.0205094814300537 (2.027545392513275) | > loss_feat: 7.178510665893555 (7.527705907821655) | > loss_mel: 13.738842010498047 (13.712925910949707) | > loss_duration: 1.757899284362793 (1.6660802960395813) | > loss_1: 27.001075744628906 (27.306371212005615)  --> STEP: 5 | > loss_disc: 2.4624500274658203 (2.3704949855804442) | > loss_disc_real_0: 0.1119564101099968 (0.12453022748231887) | > loss_disc_real_1: 0.20187129080295563 (0.206829172372818) | > loss_disc_real_2: 0.17902573943138123 (0.2010255426168442) | > loss_disc_real_3: 0.2828628718852997 (0.21426877975463868) | > loss_disc_real_4: 0.15835709869861603 (0.18709817826747893) | > loss_disc_real_5: 0.3098699152469635 (0.2529559701681137) | > loss_0: 2.4624500274658203 (2.3704949855804442) | > loss_gen: 2.353496789932251 (2.368389940261841) | > loss_kl: 2.3070030212402344 (2.083436918258667) | > loss_feat: 8.480133056640625 (7.718191337585449) | > loss_mel: 15.917935371398926 (14.15392780303955) | > loss_duration: 1.5298256874084473 (1.6388293743133544) | > loss_1: 30.58839225769043 (27.962775421142577) --> EVAL PERFORMANCE | > avg_loader_time: 0.15877933502197267 (+0.006896209716796886) | > avg_loss_disc: 2.3704949855804442 (+0.06919145584106445) | > avg_loss_disc_real_0: 0.12453022748231887 (-0.04776480048894882) | > avg_loss_disc_real_1: 0.206829172372818 (-0.0045299887657165305) | > avg_loss_disc_real_2: 0.2010255426168442 (-0.021194460988044728) | > avg_loss_disc_real_3: 0.21426877975463868 (-0.013494732975959767) | > avg_loss_disc_real_4: 0.18709817826747893 (-0.045520430803298956) | > avg_loss_disc_real_5: 0.2529559701681137 (+0.008691486716270458) | > avg_loss_0: 2.3704949855804442 (+0.06919145584106445) | > avg_loss_gen: 2.368389940261841 (-0.4776903152465821) | > avg_loss_kl: 2.083436918258667 (-0.05373539924621573) | > avg_loss_feat: 7.718191337585449 (+0.015869522094726918) | > avg_loss_mel: 14.15392780303955 (+0.08443126678466761) | > avg_loss_duration: 1.6388293743133544 (-0.004581069946289151) | > avg_loss_1: 27.962775421142577 (-0.43570556640625213)  > EPOCH: 92/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 14:40:49)   --> TIME: 2025-02-20 14:41:17 -- STEP: 29/924 -- GLOBAL_STEP: 130900 | > loss_disc: 2.0241053104400635 (2.2700085722166916) | > loss_disc_real_0: 0.08067899197340012 (0.13152931669148898) | > loss_disc_real_1: 0.18941091001033783 (0.19660154909923158) | > loss_disc_real_2: 0.1789105385541916 (0.20971430889491377) | > loss_disc_real_3: 0.20139390230178833 (0.20452341951172928) | > loss_disc_real_4: 0.19669769704341888 (0.21118286046488532) | > loss_disc_real_5: 0.1872543841600418 (0.20082512343751974) | > loss_0: 2.0241053104400635 (2.2700085722166916) | > grad_norm_0: tensor(38.1363, device='cuda:0') (tensor(69.4003, device='cuda:0')) | > loss_gen: 2.970696449279785 (2.753981795804254) | > loss_kl: 2.1561880111694336 (2.1392511499339135) | > loss_feat: 9.70678424835205 (8.287592559025205) | > loss_mel: 16.437761306762695 (15.138577724325247) | > loss_duration: 1.5930508375167847 (1.6099815450865647) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.86448287963867 (29.929385020815094) | > grad_norm_1: tensor(1437.7306, device='cuda:0') (tensor(1005.8712, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.8693 (0.8600446026900719) | > loader_time: 0.011 (0.011154561207212251)  --> TIME: 2025-02-20 14:42:01 -- STEP: 79/924 -- GLOBAL_STEP: 130950 | > loss_disc: 2.262769937515259 (2.247169035899489) | > loss_disc_real_0: 0.08693360537290573 (0.1276924695017971) | > loss_disc_real_1: 0.18225803971290588 (0.19321195441710798) | > loss_disc_real_2: 0.2002985030412674 (0.20549039599261706) | > loss_disc_real_3: 0.21446023881435394 (0.20590503249741807) | > loss_disc_real_4: 0.2329522967338562 (0.20965024017834966) | > loss_disc_real_5: 0.22972196340560913 (0.20280694489992118) | > loss_0: 2.262769937515259 (2.247169035899489) | > grad_norm_0: tensor(65.0476, device='cuda:0') (tensor(65.7024, device='cuda:0')) | > loss_gen: 2.587874174118042 (2.7658714222002625) | > loss_kl: 1.7419447898864746 (2.1169328085983854) | > loss_feat: 7.868361473083496 (8.317555928532082) | > loss_mel: 14.291925430297852 (15.073316429234758) | > loss_duration: 1.5539228916168213 (1.6106541896168187) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.04402732849121 (29.884330918517293) | > grad_norm_1: tensor(617.0775, device='cuda:0') (tensor(1060.6760, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.8513 (0.8627620045142838) | > loader_time: 0.0099 (0.011396655553503884)  --> TIME: 2025-02-20 14:42:45 -- STEP: 129/924 -- GLOBAL_STEP: 131000 | > loss_disc: 1.989795446395874 (2.2275008785632235) | > loss_disc_real_0: 0.041993148624897 (0.12231359908054039) | > loss_disc_real_1: 0.17284339666366577 (0.19222980783891308) | > loss_disc_real_2: 0.18548691272735596 (0.2027099089798077) | > loss_disc_real_3: 0.24146577715873718 (0.20466207857279814) | > loss_disc_real_4: 0.22653216123580933 (0.2087196251449659) | > loss_disc_real_5: 0.15453694760799408 (0.20131130724452262) | > loss_0: 1.989795446395874 (2.2275008785632235) | > grad_norm_0: tensor(30.4676, device='cuda:0') (tensor(63.8738, device='cuda:0')) | > loss_gen: 3.0911998748779297 (2.793209478836651) | > loss_kl: 2.1172285079956055 (2.1111575272656222) | > loss_feat: 9.42203426361084 (8.426798406497447) | > loss_mel: 16.469409942626953 (15.07319317307583) | > loss_duration: 1.6225755214691162 (1.6117120149523714) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.72244644165039 (30.016070742939792) | > grad_norm_1: tensor(1193.8851, device='cuda:0') (tensor(1061.3480, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.8624 (0.8626975569614145) | > loader_time: 0.0107 (0.011139110077259153) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_131000.pth  --> TIME: 2025-02-20 14:43:31 -- STEP: 179/924 -- GLOBAL_STEP: 131050 | > loss_disc: 2.137255907058716 (2.2349934431427676) | > loss_disc_real_0: 0.09179744869470596 (0.12261085097766454) | > loss_disc_real_1: 0.1749247908592224 (0.19209360127342484) | > loss_disc_real_2: 0.18623954057693481 (0.20294543701177203) | > loss_disc_real_3: 0.18009650707244873 (0.20569608489561347) | > loss_disc_real_4: 0.19944646954536438 (0.20995237099724776) | > loss_disc_real_5: 0.19438989460468292 (0.20295411689654408) | > loss_0: 2.137255907058716 (2.2349934431427676) | > grad_norm_0: tensor(43.4922, device='cuda:0') (tensor(62.0009, device='cuda:0')) | > loss_gen: 2.827500343322754 (2.782776957783619) | > loss_kl: 2.3560385704040527 (2.135505202096267) | > loss_feat: 8.559331893920898 (8.41253685018869) | > loss_mel: 13.842575073242188 (15.073390300047464) | > loss_duration: 1.5645601749420166 (1.6098693469383196) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.150005340576172 (30.01407871566005) | > grad_norm_1: tensor(1053.8625, device='cuda:0') (tensor(1071.1445, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.8456 (0.8638746258932783) | > loader_time: 0.0101 (0.011087260432749487)  --> TIME: 2025-02-20 14:44:15 -- STEP: 229/924 -- GLOBAL_STEP: 131100 | > loss_disc: 2.171152353286743 (2.2365970122241565) | > loss_disc_real_0: 0.1242263987660408 (0.12360686423281393) | > loss_disc_real_1: 0.19059307873249054 (0.1920601558997642) | > loss_disc_real_2: 0.16708511114120483 (0.20248560854701497) | > loss_disc_real_3: 0.18751227855682373 (0.2060580083766879) | > loss_disc_real_4: 0.21562480926513672 (0.2099887390324122) | > loss_disc_real_5: 0.2044137716293335 (0.20337057822916704) | > loss_0: 2.171152353286743 (2.2365970122241565) | > grad_norm_0: tensor(59.6303, device='cuda:0') (tensor(58.3897, device='cuda:0')) | > loss_gen: 2.767939329147339 (2.773440706677832) | > loss_kl: 2.1508829593658447 (2.142339969826577) | > loss_feat: 9.160682678222656 (8.405880342924958) | > loss_mel: 14.852062225341797 (15.091670011328818) | > loss_duration: 1.6341955661773682 (1.6103523907182518) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.56576156616211 (30.0236834896704) | > grad_norm_1: tensor(1434.9326, device='cuda:0') (tensor(1056.9751, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.8232 (0.8640438677442125) | > loader_time: 0.0127 (0.01118618327977876)  --> TIME: 2025-02-20 14:44:59 -- STEP: 279/924 -- GLOBAL_STEP: 131150 | > loss_disc: 2.2563304901123047 (2.237163847492588) | > loss_disc_real_0: 0.052174925804138184 (0.1251862570109333) | > loss_disc_real_1: 0.17710261046886444 (0.1919823022939826) | > loss_disc_real_2: 0.18244941532611847 (0.2028545000219858) | > loss_disc_real_3: 0.23766230046749115 (0.20627947979503208) | > loss_disc_real_4: 0.2020520120859146 (0.20982449819537477) | > loss_disc_real_5: 0.20049189031124115 (0.20246263243605156) | > loss_0: 2.2563304901123047 (2.237163847492588) | > grad_norm_0: tensor(55.8313, device='cuda:0') (tensor(61.4009, device='cuda:0')) | > loss_gen: 2.83648419380188 (2.785382739104677) | > loss_kl: 2.2879550457000732 (2.1384938810034027) | > loss_feat: 9.457135200500488 (8.432659217533669) | > loss_mel: 15.70268726348877 (15.087303629912784) | > loss_duration: 1.5964550971984863 (1.6106579269559582) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.88071632385254 (30.054497455610598) | > grad_norm_1: tensor(1323.4878, device='cuda:0') (tensor(1031.9146, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.8466 (0.8638800557796242) | > loader_time: 0.0105 (0.011167350208460217)  --> TIME: 2025-02-20 14:45:43 -- STEP: 329/924 -- GLOBAL_STEP: 131200 | > loss_disc: 2.1088404655456543 (2.2300795059436007) | > loss_disc_real_0: 0.0554623119533062 (0.12363991691620513) | > loss_disc_real_1: 0.18515746295452118 (0.19165074182136446) | > loss_disc_real_2: 0.20715086162090302 (0.20221664577631965) | > loss_disc_real_3: 0.18067821860313416 (0.20561845134094495) | > loss_disc_real_4: 0.18840289115905762 (0.2093558318709168) | > loss_disc_real_5: 0.1702926605939865 (0.20171924329456228) | > loss_0: 2.1088404655456543 (2.2300795059436007) | > grad_norm_0: tensor(46.2975, device='cuda:0') (tensor(61.1727, device='cuda:0')) | > loss_gen: 2.9031660556793213 (2.794239881190847) | > loss_kl: 2.265939950942993 (2.1471591394360674) | > loss_feat: 8.849370956420898 (8.466160822059603) | > loss_mel: 15.488072395324707 (15.113718534313074) | > loss_duration: 1.5949580669403076 (1.6102603384064325) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.101505279541016 (30.13153877374249) | > grad_norm_1: tensor(1334.0137, device='cuda:0') (tensor(1044.9994, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.8555 (0.8645106195316489) | > loader_time: 0.0101 (0.011176649922657891)  --> TIME: 2025-02-20 14:46:28 -- STEP: 379/924 -- GLOBAL_STEP: 131250 | > loss_disc: 2.2210988998413086 (2.229548447364868) | > loss_disc_real_0: 0.11653830856084824 (0.12324275833242483) | > loss_disc_real_1: 0.1811753809452057 (0.1911697056252598) | > loss_disc_real_2: 0.20543691515922546 (0.2021373865786832) | > loss_disc_real_3: 0.19316615164279938 (0.20596800768123769) | > loss_disc_real_4: 0.27710670232772827 (0.20898535136025315) | > loss_disc_real_5: 0.2125679850578308 (0.2019988625140807) | > loss_0: 2.2210988998413086 (2.229548447364868) | > grad_norm_0: tensor(105.1560, device='cuda:0') (tensor(61.6596, device='cuda:0')) | > loss_gen: 2.7995541095733643 (2.7935549344739674) | > loss_kl: 2.1945581436157227 (2.1572764743915656) | > loss_feat: 8.526530265808105 (8.470079989420702) | > loss_mel: 15.57949447631836 (15.11640019026784) | > loss_duration: 1.6584562063217163 (1.6104193538977791) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.758594512939453 (30.14773101102079) | > grad_norm_1: tensor(995.5228, device='cuda:0') (tensor(1036.2233, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.9058 (0.8658467081417195) | > loader_time: 0.0109 (0.011172387719468898)  --> TIME: 2025-02-20 14:47:12 -- STEP: 429/924 -- GLOBAL_STEP: 131300 | > loss_disc: 2.2439846992492676 (2.2294077217439945) | > loss_disc_real_0: 0.16232195496559143 (0.12281434759844985) | > loss_disc_real_1: 0.20320837199687958 (0.19127961611136415) | > loss_disc_real_2: 0.21335408091545105 (0.20227805943616897) | > loss_disc_real_3: 0.20095479488372803 (0.20619163670878865) | > loss_disc_real_4: 0.21217340230941772 (0.20892275032741486) | > loss_disc_real_5: 0.21589283645153046 (0.20197711357008885) | > loss_0: 2.2439846992492676 (2.2294077217439945) | > grad_norm_0: tensor(69.9572, device='cuda:0') (tensor(60.8004, device='cuda:0')) | > loss_gen: 3.0580332279205322 (2.7949087041797047) | > loss_kl: 2.183135986328125 (2.1532406003880893) | > loss_feat: 9.17668342590332 (8.469777689669225) | > loss_mel: 14.95065689086914 (15.122326217331253) | > loss_duration: 1.6266124248504639 (1.6103044245348666) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.995121002197266 (30.150557689177685) | > grad_norm_1: tensor(747.1443, device='cuda:0') (tensor(1028.8069, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.8831 (0.8665367056439807) | > loader_time: 0.0112 (0.011133080595856784)  --> TIME: 2025-02-20 14:47:56 -- STEP: 479/924 -- GLOBAL_STEP: 131350 | > loss_disc: 2.162860870361328 (2.2263684352404898) | > loss_disc_real_0: 0.10414008051156998 (0.12110858067621266) | > loss_disc_real_1: 0.20286183059215546 (0.1909856124001406) | > loss_disc_real_2: 0.24801674485206604 (0.20259060407356827) | > loss_disc_real_3: 0.21834056079387665 (0.2061649590170707) | > loss_disc_real_4: 0.21706488728523254 (0.2089457955514713) | > loss_disc_real_5: 0.19006341695785522 (0.2023178722577205) | > loss_0: 2.162860870361328 (2.2263684352404898) | > grad_norm_0: tensor(99.1035, device='cuda:0') (tensor(59.9330, device='cuda:0')) | > loss_gen: 2.9322426319122314 (2.7982463129875796) | > loss_kl: 2.1268422603607178 (2.153103645260996) | > loss_feat: 8.929643630981445 (8.48790389660255) | > loss_mel: 15.1152925491333 (15.131555901688673) | > loss_duration: 1.5830708742141724 (1.6098578399307792) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.68709373474121 (30.180667638280944) | > grad_norm_1: tensor(1562.4653, device='cuda:0') (tensor(1026.1622, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.889 (0.866821693229277) | > loader_time: 0.0105 (0.0111274948199756)  --> TIME: 2025-02-20 14:48:40 -- STEP: 529/924 -- GLOBAL_STEP: 131400 | > loss_disc: 2.102210283279419 (2.224849692364497) | > loss_disc_real_0: 0.1422896385192871 (0.1213141614342344) | > loss_disc_real_1: 0.1504015177488327 (0.1906566306075437) | > loss_disc_real_2: 0.18076474964618683 (0.2025812429944599) | > loss_disc_real_3: 0.20944340527057648 (0.20603234849039231) | > loss_disc_real_4: 0.20224197208881378 (0.20896284538541265) | > loss_disc_real_5: 0.19589939713478088 (0.20181850218592612) | > loss_0: 2.102210283279419 (2.224849692364497) | > grad_norm_0: tensor(51.6470, device='cuda:0') (tensor(60.2083, device='cuda:0')) | > loss_gen: 2.997863292694092 (2.8020272705640585) | > loss_kl: 2.2293524742126465 (2.153318513769283) | > loss_feat: 8.858314514160156 (8.501789354421684) | > loss_mel: 14.830879211425781 (15.138069356546962) | > loss_duration: 1.6031467914581299 (1.6099505172109334) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.51955795288086 (30.205155046315184) | > grad_norm_1: tensor(995.3301, device='cuda:0') (tensor(1023.6654, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.84 (0.8663396916452564) | > loader_time: 0.0102 (0.011124923684421247)  --> TIME: 2025-02-20 14:49:25 -- STEP: 579/924 -- GLOBAL_STEP: 131450 | > loss_disc: 2.1055521965026855 (2.2271953926185253) | > loss_disc_real_0: 0.07426862418651581 (0.12255805963730769) | > loss_disc_real_1: 0.15155841410160065 (0.19084877661060998) | > loss_disc_real_2: 0.16404137015342712 (0.20285712069283293) | > loss_disc_real_3: 0.2048729658126831 (0.2060305500637887) | > loss_disc_real_4: 0.19961291551589966 (0.20906638152035206) | > loss_disc_real_5: 0.17697979509830475 (0.20152337954657887) | > loss_0: 2.1055521965026855 (2.2271953926185253) | > grad_norm_0: tensor(67.1260, device='cuda:0') (tensor(61.4336, device='cuda:0')) | > loss_gen: 2.7826685905456543 (2.802692713515126) | > loss_kl: 2.423468828201294 (2.1541354909462016) | > loss_feat: 9.316437721252441 (8.496518058480365) | > loss_mel: 15.618504524230957 (15.13784251435433) | > loss_duration: 1.6312847137451172 (1.6100810173261966) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.772363662719727 (30.20126983827054) | > grad_norm_1: tensor(1155.8495, device='cuda:0') (tensor(1026.5824, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.8803 (0.8668462896594114) | > loader_time: 0.0116 (0.01116284352304199)  --> TIME: 2025-02-20 14:50:09 -- STEP: 629/924 -- GLOBAL_STEP: 131500 | > loss_disc: 2.211472749710083 (2.2290334445683495) | > loss_disc_real_0: 0.10103131085634232 (0.12229496022073374) | > loss_disc_real_1: 0.20322036743164062 (0.19110576104852459) | > loss_disc_real_2: 0.20432446897029877 (0.20296727549669663) | > loss_disc_real_3: 0.19381998479366302 (0.20608663940372826) | > loss_disc_real_4: 0.19342173635959625 (0.2091273653109237) | > loss_disc_real_5: 0.1921367198228836 (0.20183656351649704) | > loss_0: 2.211472749710083 (2.2290334445683495) | > grad_norm_0: tensor(52.1444, device='cuda:0') (tensor(61.1833, device='cuda:0')) | > loss_gen: 2.8547921180725098 (2.8002990978889857) | > loss_kl: 2.222172975540161 (2.156626658902069) | > loss_feat: 8.196372985839844 (8.492384465586005) | > loss_mel: 15.992049217224121 (15.14666874495902) | > loss_duration: 1.583645224571228 (1.609580015150655) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.849031448364258 (30.20555902247588) | > grad_norm_1: tensor(356.1778, device='cuda:0') (tensor(1022.7962, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.8698 (0.8669975838714263) | > loader_time: 0.0108 (0.011146359299627897)  --> TIME: 2025-02-20 14:50:53 -- STEP: 679/924 -- GLOBAL_STEP: 131550 | > loss_disc: 2.172980785369873 (2.2293167653245347) | > loss_disc_real_0: 0.13385803997516632 (0.12224200753624026) | > 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(0.8667041805952747) | > loader_time: 0.0111 (0.011121707039834476)  --> TIME: 2025-02-20 14:51:38 -- STEP: 729/924 -- GLOBAL_STEP: 131600 | > loss_disc: 2.0810165405273438 (2.2282559188141597) | > loss_disc_real_0: 0.12353049963712692 (0.12224407283530475) | > loss_disc_real_1: 0.16131345927715302 (0.19122317480370493) | > loss_disc_real_2: 0.1887020468711853 (0.20309512480705036) | > loss_disc_real_3: 0.16639432311058044 (0.20598438647875894) | > loss_disc_real_4: 0.19028812646865845 (0.20908799777714482) | > loss_disc_real_5: 0.14241182804107666 (0.2015807240874352) | > loss_0: 2.0810165405273438 (2.2282559188141597) | > grad_norm_0: tensor(71.4836, device='cuda:0') (tensor(61.8478, device='cuda:0')) | > loss_gen: 2.8692972660064697 (2.8052246456120034) | > loss_kl: 2.191823720932007 (2.156806353188344) | > loss_feat: 9.67952823638916 (8.517347861709897) | > loss_mel: 15.883332252502441 (15.173452701751751) | > loss_duration: 1.629838228225708 (1.6087655617212884) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.25381851196289 (30.261597187267245) | > grad_norm_1: tensor(1400.9955, device='cuda:0') (tensor(1030.9192, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.9371 (0.8677400767557909) | > loader_time: 0.0114 (0.011132571595849983)  --> TIME: 2025-02-20 14:52:22 -- STEP: 779/924 -- GLOBAL_STEP: 131650 | > loss_disc: 2.2367746829986572 (2.2304823986219957) | > loss_disc_real_0: 0.21975493431091309 (0.12264982918432801) | > loss_disc_real_1: 0.21002192795276642 (0.19124581158849782) | > loss_disc_real_2: 0.2034240961074829 (0.2031730747039266) | > loss_disc_real_3: 0.2246226668357849 (0.20608347384629716) | > loss_disc_real_4: 0.21072781085968018 (0.20945965143850745) | > loss_disc_real_5: 0.19704453647136688 (0.20182396090841723) | > loss_0: 2.2367746829986572 (2.2304823986219957) | > grad_norm_0: tensor(101.9270, device='cuda:0') (tensor(62.0025, device='cuda:0')) | > loss_gen: 3.0047550201416016 (2.8041606004492117) | > loss_kl: 1.997169852256775 (2.157462875099327) | > loss_feat: 8.561321258544922 (8.503007487246844) | > loss_mel: 15.192444801330566 (15.165149430408404) | > loss_duration: 1.6627942323684692 (1.609193970058328) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.41848373413086 (30.238974427993245) | > grad_norm_1: tensor(1046.6084, device='cuda:0') (tensor(1036.3038, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.8496 (0.8679481838113692) | > loader_time: 0.0103 (0.011157567142981165)  --> TIME: 2025-02-20 14:53:05 -- STEP: 829/924 -- GLOBAL_STEP: 131700 | > loss_disc: 2.235222339630127 (2.2291390283260184) | > loss_disc_real_0: 0.11233548820018768 (0.12239298286462433) | > loss_disc_real_1: 0.1936279833316803 (0.19088660473558947) | > loss_disc_real_2: 0.1961793154478073 (0.20303290091967266) | > loss_disc_real_3: 0.22476352751255035 (0.20598083346255291) | > loss_disc_real_4: 0.24139399826526642 (0.20940328715649967) | > loss_disc_real_5: 0.21051174402236938 (0.20183611031176818) | > loss_0: 2.235222339630127 (2.2291390283260184) | > grad_norm_0: tensor(64.1973, device='cuda:0') (tensor(62.3706, device='cuda:0')) | > loss_gen: 2.906383991241455 (2.8031510268534587) | > loss_kl: 2.153625011444092 (2.1578324511197824) | > loss_feat: 8.90452766418457 (8.508178789164084) | > loss_mel: 16.229049682617188 (15.174966134553364) | > loss_duration: 1.5760787725448608 (1.6086784657293114) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.769664764404297 (30.252806926952772) | > grad_norm_1: tensor(1316.9413, device='cuda:0') (tensor(1045.8624, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.8622 (0.8671046985791879) | > loader_time: 0.0111 (0.011140187773112082)  --> TIME: 2025-02-20 14:53:49 -- STEP: 879/924 -- GLOBAL_STEP: 131750 | > loss_disc: 2.2692759037017822 (2.2292084615249554) | > loss_disc_real_0: 0.20715971291065216 (0.12262272377910602) | > loss_disc_real_1: 0.20154926180839539 (0.1907619741216589) | > loss_disc_real_2: 0.20821546018123627 (0.2029937479106775) | > loss_disc_real_3: 0.212202787399292 (0.2059973887039668) | > loss_disc_real_4: 0.18661043047904968 (0.20933970351268003) | > loss_disc_real_5: 0.2012927532196045 (0.20194940538536565) | > loss_0: 2.2692759037017822 (2.2292084615249554) | > grad_norm_0: tensor(109.8564, device='cuda:0') (tensor(62.6805, device='cuda:0')) | > loss_gen: 2.802000045776367 (2.8011647540147764) | > loss_kl: 2.126540184020996 (2.1615053275610636) | > loss_feat: 8.177523612976074 (8.505858019350315) | > loss_mel: 14.106521606445312 (15.170944983099373) | > loss_duration: 1.5752274990081787 (1.6087113923993936) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.787813186645508 (30.24818455128675) | > grad_norm_1: tensor(1135.9305, device='cuda:0') (tensor(1053.9119, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.8548 (0.8667083847102318) | > loader_time: 0.0104 (0.0111436279696138)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.390897512435913 (2.390897512435913) | > loss_disc_real_0: 0.1240256130695343 (0.1240256130695343) | > loss_disc_real_1: 0.2368573397397995 (0.2368573397397995) | > loss_disc_real_2: 0.18358871340751648 (0.18358871340751648) | > loss_disc_real_3: 0.18518593907356262 (0.18518593907356262) | > loss_disc_real_4: 0.1934729814529419 (0.1934729814529419) | > loss_disc_real_5: 0.19427192211151123 (0.19427192211151123) | > loss_0: 2.390897512435913 (2.390897512435913) | > loss_gen: 2.2198259830474854 (2.2198259830474854) | > loss_kl: 1.973415732383728 (1.973415732383728) | > loss_feat: 7.1132731437683105 (7.1132731437683105) | > loss_mel: 12.498285293579102 (12.498285293579102) | > loss_duration: 1.6731960773468018 (1.6731960773468018) | > loss_1: 25.477996826171875 (25.477996826171875)  --> STEP: 1 | > loss_disc: 2.3179333209991455 (2.3179333209991455) | > loss_disc_real_0: 0.12261630594730377 (0.12261630594730377) | > loss_disc_real_1: 0.2352858930826187 (0.2352858930826187) | > loss_disc_real_2: 0.19504334032535553 (0.19504334032535553) | > loss_disc_real_3: 0.20226703584194183 (0.20226703584194183) | > loss_disc_real_4: 0.18030588328838348 (0.18030588328838348) | > loss_disc_real_5: 0.23666682839393616 (0.23666682839393616) | > loss_0: 2.3179333209991455 (2.3179333209991455) | > loss_gen: 2.466874837875366 (2.466874837875366) | > loss_kl: 2.1727635860443115 (2.1727635860443115) | > loss_feat: 7.850962162017822 (7.850962162017822) | > loss_mel: 14.957464218139648 (14.957464218139648) | > loss_duration: 1.6769006252288818 (1.6769006252288818) | > loss_1: 29.12496566772461 (29.12496566772461)  --> STEP: 2 | > loss_disc: 2.250617504119873 (2.2842754125595093) | > loss_disc_real_0: 0.12184721231460571 (0.12223175913095474) | > loss_disc_real_1: 0.22669367492198944 (0.23098978400230408) | > loss_disc_real_2: 0.18854203820228577 (0.19179268926382065) | > loss_disc_real_3: 0.20703889429569244 (0.20465296506881714) | > loss_disc_real_4: 0.18643659353256226 (0.18337123841047287) | > loss_disc_real_5: 0.2385936826467514 (0.23763025552034378) | > loss_0: 2.250617504119873 (2.2842754125595093) | > loss_gen: 2.5208568572998047 (2.4938658475875854) | > loss_kl: 2.085635185241699 (2.1291993856430054) | > loss_feat: 7.83750057220459 (7.844231367111206) | > loss_mel: 15.335339546203613 (15.14640188217163) | > loss_duration: 1.5786359310150146 (1.6277682781219482) | > loss_1: 29.357969284057617 (29.241467475891113)  --> STEP: 3 | > loss_disc: 2.2842564582824707 (2.284269094467163) | > loss_disc_real_0: 0.12040327489376068 (0.12162226438522339) | > loss_disc_real_1: 0.24778228998184204 (0.2365872859954834) | > loss_disc_real_2: 0.19354431331157684 (0.19237656394640604) | > loss_disc_real_3: 0.20078641176223755 (0.20336411396662393) | > loss_disc_real_4: 0.19902171194553375 (0.18858806292215982) | > loss_disc_real_5: 0.18300509452819824 (0.21942186852296194) | > loss_0: 2.2842564582824707 (2.284269094467163) | > loss_gen: 2.449979782104492 (2.479237159093221) | > loss_kl: 2.1546647548675537 (2.137687842051188) | > loss_feat: 8.004475593566895 (7.8976461092631025) | > loss_mel: 15.358094215393066 (15.216965993245443) | > loss_duration: 1.6707732677459717 (1.6421032746632893) | > loss_1: 29.63798713684082 (29.373640696207683)  --> STEP: 4 | > loss_disc: 2.386885166168213 (2.3099231123924255) | > loss_disc_real_0: 0.09662076085805893 (0.11537188850343227) | > loss_disc_real_1: 0.2386249601840973 (0.23709670454263687) | > loss_disc_real_2: 0.19256360828876495 (0.19242332503199577) | > loss_disc_real_3: 0.2206575572490692 (0.20768747478723526) | > loss_disc_real_4: 0.20993874967098236 (0.19392573460936546) | > loss_disc_real_5: 0.2105664610862732 (0.21720801666378975) | > loss_0: 2.386885166168213 (2.3099231123924255) | > loss_gen: 2.3214666843414307 (2.4397945404052734) | > loss_kl: 1.9871933460235596 (2.100064218044281) | > loss_feat: 6.77123498916626 (7.616043329238892) | > loss_mel: 13.11302375793457 (14.690980434417725) | > loss_duration: 1.751499891281128 (1.669452428817749) | > loss_1: 25.94441795349121 (28.516335010528564)  --> STEP: 5 | > loss_disc: 2.297739028930664 (2.3074862957000732) | > loss_disc_real_0: 0.0983482301235199 (0.1119671568274498) | > loss_disc_real_1: 0.23965546488761902 (0.2376084566116333) | > loss_disc_real_2: 0.16098228096961975 (0.18613511621952056) | > loss_disc_real_3: 0.23831012845039368 (0.21381200551986695) | > loss_disc_real_4: 0.242935448884964 (0.20372767746448517) | > loss_disc_real_5: 0.18879780173301697 (0.2115259736776352) | > loss_0: 2.297739028930664 (2.3074862957000732) | > loss_gen: 2.4628243446350098 (2.444400501251221) | > loss_kl: 1.998228669166565 (2.079697108268738) | > loss_feat: 7.154646873474121 (7.523764038085938) | > loss_mel: 14.082508087158203 (14.56928596496582) | > loss_duration: 1.5461323261260986 (1.6447884082794189) | > loss_1: 27.244340896606445 (28.26193618774414) --> EVAL PERFORMANCE | > avg_loader_time: 0.15264506340026857 (-0.0061342716217041016) | > avg_loss_disc: 2.3074862957000732 (-0.063008689880371) | > avg_loss_disc_real_0: 0.1119671568274498 (-0.012563070654869071) | > avg_loss_disc_real_1: 0.2376084566116333 (+0.03077928423881529) | > avg_loss_disc_real_2: 0.18613511621952056 (-0.01489042639732363) | > avg_loss_disc_real_3: 0.21381200551986695 (-0.00045677423477172296) | > avg_loss_disc_real_4: 0.20372767746448517 (+0.016629499197006237) | > avg_loss_disc_real_5: 0.2115259736776352 (-0.041429996490478516) | > avg_loss_0: 2.3074862957000732 (-0.063008689880371) | > avg_loss_gen: 2.444400501251221 (+0.07601056098937997) | > avg_loss_kl: 2.079697108268738 (-0.003739809989929288) | > avg_loss_feat: 7.523764038085938 (-0.19442729949951154) | > avg_loss_mel: 14.56928596496582 (+0.4153581619262692) | > avg_loss_duration: 1.6447884082794189 (+0.005959033966064453) | > avg_loss_1: 28.26193618774414 (+0.2991607666015632)  > EPOCH: 93/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 14:54:36)   --> TIME: 2025-02-20 14:54:43 -- STEP: 5/924 -- GLOBAL_STEP: 131800 | > loss_disc: 2.3871970176696777 (2.2420830726623535) | > loss_disc_real_0: 0.12677493691444397 (0.1176161989569664) | > loss_disc_real_1: 0.2041287124156952 (0.19977869987487792) | > loss_disc_real_2: 0.19552940130233765 (0.2081089735031128) | > loss_disc_real_3: 0.24689075350761414 (0.20916767716407775) | > loss_disc_real_4: 0.26744985580444336 (0.22390071153640748) | > loss_disc_real_5: 0.20377281308174133 (0.19714394211769104) | > loss_0: 2.3871970176696777 (2.2420830726623535) | > grad_norm_0: tensor(28.9233, device='cuda:0') (tensor(54.4036, device='cuda:0')) | > loss_gen: 2.4900097846984863 (2.817825698852539) | > loss_kl: 2.0604569911956787 (2.1261711597442625) | > loss_feat: 7.219260215759277 (8.438604640960694) | > loss_mel: 13.016170501708984 (14.886038398742675) | > loss_duration: 1.6249663829803467 (1.5991987943649293) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.41086196899414 (29.86783790588379) | > grad_norm_1: tensor(549.3524, device='cuda:0') (tensor(873.9905, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 1.2818 (0.9393175125122071) | > loader_time: 0.011 (0.010851240158081055)  --> TIME: 2025-02-20 14:55:27 -- STEP: 55/924 -- GLOBAL_STEP: 131850 | > loss_disc: 2.2212002277374268 (2.206280981410634) | > loss_disc_real_0: 0.18195758759975433 (0.10939122709360989) | > loss_disc_real_1: 0.1730147898197174 (0.1906904976476323) | > loss_disc_real_2: 0.1865377277135849 (0.2041077519004995) | > loss_disc_real_3: 0.23341104388237 (0.20563520274379038) | > loss_disc_real_4: 0.2257343828678131 (0.21007317060774022) | > loss_disc_real_5: 0.22290101647377014 (0.20290962159633635) | > loss_0: 2.2212002277374268 (2.206280981410634) | > grad_norm_0: tensor(73.4503, device='cuda:0') (tensor(60.1267, device='cuda:0')) | > loss_gen: 3.0398285388946533 (2.8676216342232443) | > loss_kl: 2.0663087368011475 (2.164980992403897) | > loss_feat: 8.457303047180176 (8.607775748859753) | > loss_mel: 14.378515243530273 (15.130583208257502) | > loss_duration: 1.6066793203353882 (1.6104853543368254) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.548635482788086 (30.381446942416105) | > grad_norm_1: tensor(904.5312, device='cuda:0') (tensor(894.5463, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.8446 (0.8710146903991699) | > loader_time: 0.0094 (0.011143658377907492)  --> TIME: 2025-02-20 14:56:11 -- STEP: 105/924 -- GLOBAL_STEP: 131900 | > loss_disc: 2.3139004707336426 (2.205503659021288) | > loss_disc_real_0: 0.13651935756206512 (0.1119229623959178) | > loss_disc_real_1: 0.18948674201965332 (0.18920135597387958) | > loss_disc_real_2: 0.20384098589420319 (0.20203377732208794) | > loss_disc_real_3: 0.18154051899909973 (0.2055065203280676) | > loss_disc_real_4: 0.19713738560676575 (0.20945889680158522) | > loss_disc_real_5: 0.2219609171152115 (0.20192850530147552) | > loss_0: 2.3139004707336426 (2.205503659021288) | > grad_norm_0: tensor(99.9849, device='cuda:0') (tensor(63.5944, device='cuda:0')) | > loss_gen: 2.7566938400268555 (2.852285348801386) | > loss_kl: 2.3144702911376953 (2.1578532866069255) | > loss_feat: 8.259750366210938 (8.634372011820473) | > loss_mel: 15.388404846191406 (15.247299394153414) | > loss_duration: 1.5820070505142212 (1.6077712910515918) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.30132484436035 (30.49958130972726) | > grad_norm_1: tensor(916.7467, device='cuda:0') (tensor(992.4362, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.8846 (0.8673368226914179) | > loader_time: 0.0117 (0.011024804342360719)  --> TIME: 2025-02-20 14:56:55 -- STEP: 155/924 -- GLOBAL_STEP: 131950 | > loss_disc: 2.221992015838623 (2.2191912235752236) | > loss_disc_real_0: 0.19773977994918823 (0.11391269059911852) | > loss_disc_real_1: 0.15656408667564392 (0.1894664567324424) | > loss_disc_real_2: 0.20874853432178497 (0.20334322481386122) | > loss_disc_real_3: 0.21098946034908295 (0.20622764441274824) | > loss_disc_real_4: 0.2054511457681656 (0.21025528523229778) | > loss_disc_real_5: 0.20085513591766357 (0.20415241468337278) | > loss_0: 2.221992015838623 (2.2191912235752236) | > grad_norm_0: tensor(85.5776, device='cuda:0') (tensor(64.1099, device='cuda:0')) | > loss_gen: 2.988318681716919 (2.8295709979149604) | > loss_kl: 2.0687127113342285 (2.1552014712364445) | > loss_feat: 8.905378341674805 (8.548399989835673) | > loss_mel: 15.968096733093262 (15.195894604344522) | > loss_duration: 1.603864312171936 (1.608055702332527) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.534372329711914 (30.337122763356856) | > grad_norm_1: tensor(1306.5448, device='cuda:0') (tensor(1013.4244, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.8735 (0.8654163652850736) | > loader_time: 0.0099 (0.010931205749511713)  --> TIME: 2025-02-20 14:57:39 -- STEP: 205/924 -- GLOBAL_STEP: 132000 | > loss_disc: 2.2284302711486816 (2.2253852634895126) | > loss_disc_real_0: 0.14028958976268768 (0.11607565167473584) | > loss_disc_real_1: 0.17760024964809418 (0.1900832312136162) | > loss_disc_real_2: 0.18869367241859436 (0.2035493964829096) | > loss_disc_real_3: 0.18328143656253815 (0.20572008643208478) | > loss_disc_real_4: 0.21386513113975525 (0.21022117443201016) | > loss_disc_real_5: 0.20631277561187744 (0.20412784207884863) | > loss_0: 2.2284302711486816 (2.2253852634895126) | > grad_norm_0: tensor(23.9237, device='cuda:0') (tensor(61.8128, device='cuda:0')) | > loss_gen: 2.6538774967193604 (2.819746844361468) | > loss_kl: 2.2449352741241455 (2.1537085986718902) | > loss_feat: 8.228006362915039 (8.562503112234706) | > loss_mel: 14.959417343139648 (15.260678342493568) | > loss_duration: 1.559532642364502 (1.6062669998261985) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.645767211914062 (30.402903896424828) | > grad_norm_1: tensor(359.4344, device='cuda:0') (tensor(1000.6529, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.8887 (0.8646755520890399) | > loader_time: 0.0107 (0.010963260836717555) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_132000.pth  --> TIME: 2025-02-20 14:58:26 -- STEP: 255/924 -- GLOBAL_STEP: 132050 | > loss_disc: 2.1845507621765137 (2.234393861247042) | > loss_disc_real_0: 0.05298152193427086 (0.12066492946708904) | > loss_disc_real_1: 0.18796168267726898 (0.1909034634337706) | > loss_disc_real_2: 0.1955229640007019 (0.20449465618414037) | > loss_disc_real_3: 0.1779160350561142 (0.20534938515401352) | > loss_disc_real_4: 0.18141652643680573 (0.2101355667207755) | > loss_disc_real_5: 0.235966295003891 (0.20373434146829683) | > loss_0: 2.1845507621765137 (2.234393861247042) | > grad_norm_0: tensor(61.2007, device='cuda:0') (tensor(62.3604, device='cuda:0')) | > loss_gen: 2.7382571697235107 (2.8106975368424956) | > loss_kl: 2.0968387126922607 (2.156032994681714) | > loss_feat: 9.190786361694336 (8.531271979388057) | > loss_mel: 15.559356689453125 (15.23322348127178) | > loss_duration: 1.5842700004577637 (1.6075996333477542) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.16950798034668 (30.33882566713819) | > grad_norm_1: tensor(1339.7987, device='cuda:0') (tensor(999.2629, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.8297 (0.8659429297727697) | > loader_time: 0.0102 (0.011017210343304799)  --> TIME: 2025-02-20 14:59:10 -- STEP: 305/924 -- GLOBAL_STEP: 132100 | > loss_disc: 2.2750728130340576 (2.235400221777742) | > loss_disc_real_0: 0.15822382271289825 (0.12095474582470832) | > loss_disc_real_1: 0.17216968536376953 (0.19087782653628801) | > loss_disc_real_2: 0.20863930881023407 (0.20395566469333212) | > loss_disc_real_3: 0.21908138692378998 (0.20541229912492093) | > loss_disc_real_4: 0.21437379717826843 (0.20988539882370674) | > loss_disc_real_5: 0.19575214385986328 (0.20404986472891978) | > loss_0: 2.2750728130340576 (2.235400221777742) | > grad_norm_0: tensor(63.8420, device='cuda:0') (tensor(61.1537, device='cuda:0')) | > loss_gen: 2.75394868850708 (2.799200586412774) | > loss_kl: 2.179847240447998 (2.158646691822616) | > loss_feat: 8.035684585571289 (8.509504108741629) | > loss_mel: 14.736245155334473 (15.204975722266026) | > loss_duration: 1.644242286682129 (1.607436440030082) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.34996795654297 (30.27976355005483) | > grad_norm_1: tensor(1228.1788, device='cuda:0') (tensor(988.2782, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.8831 (0.8660811385170358) | > loader_time: 0.0129 (0.011022337147446926)  --> TIME: 2025-02-20 14:59:55 -- STEP: 355/924 -- GLOBAL_STEP: 132150 | > loss_disc: 2.2469825744628906 (2.2366285008443905) | > loss_disc_real_0: 0.18610218167304993 (0.12093230021041884) | > loss_disc_real_1: 0.1778227686882019 (0.19104571804194376) | > loss_disc_real_2: 0.17084896564483643 (0.20389535469068615) | > loss_disc_real_3: 0.19084160029888153 (0.2057880014181137) | > loss_disc_real_4: 0.1971747726202011 (0.20977755520545252) | > loss_disc_real_5: 0.19207555055618286 (0.2040559928392021) | > loss_0: 2.2469825744628906 (2.2366285008443905) | > grad_norm_0: tensor(68.9052, device='cuda:0') (tensor(62.0514, device='cuda:0')) | > loss_gen: 2.7633025646209717 (2.8005356190909785) | > loss_kl: 1.9821480512619019 (2.1587153891442545) | > loss_feat: 7.086401462554932 (8.506030722067386) | > loss_mel: 13.058514595031738 (15.195842847689777) | > loss_duration: 1.5857141017913818 (1.607646726554548) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.4760799407959 (30.26877129783093) | > grad_norm_1: tensor(1020.7633, device='cuda:0') (tensor(986.1695, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.8556 (0.868110220197221) | > loader_time: 0.011 (0.011032162921529412)  --> TIME: 2025-02-20 15:00:39 -- STEP: 405/924 -- GLOBAL_STEP: 132200 | > loss_disc: 2.2631657123565674 (2.2350218937720774) | > loss_disc_real_0: 0.07655151933431625 (0.11987989422531775) | > loss_disc_real_1: 0.19453074038028717 (0.19138772333109813) | > loss_disc_real_2: 0.19620488584041595 (0.20390206178029385) | > loss_disc_real_3: 0.1886119842529297 (0.20560213180235876) | > loss_disc_real_4: 0.1679709553718567 (0.20984916135116852) | > loss_disc_real_5: 0.17422807216644287 (0.20396780800304296) | > loss_0: 2.2631657123565674 (2.2350218937720774) | > grad_norm_0: tensor(44.7798, device='cuda:0') (tensor(62.0538, device='cuda:0')) | > loss_gen: 2.5535237789154053 (2.8029295880117515) | > loss_kl: 2.0201971530914307 (2.15800941726308) | > loss_feat: 7.954283714294434 (8.510532333232742) | > loss_mel: 15.688837051391602 (15.20316431492935) | > loss_duration: 1.5926940441131592 (1.6081508365678197) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.80953598022461 (30.28278649883506) | > grad_norm_1: tensor(171.9496, device='cuda:0') (tensor(987.9079, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.8791 (0.8684784106266351) | > loader_time: 0.0108 (0.01101607923154477)  --> TIME: 2025-02-20 15:01:23 -- STEP: 455/924 -- GLOBAL_STEP: 132250 | > loss_disc: 2.350618362426758 (2.2346378803253164) | > loss_disc_real_0: 0.1130259558558464 (0.12033780371094797) | > loss_disc_real_1: 0.1532396823167801 (0.19136268394988964) | > loss_disc_real_2: 0.19152569770812988 (0.2038713591111886) | > loss_disc_real_3: 0.22082681953907013 (0.20570302808677757) | > loss_disc_real_4: 0.2336748242378235 (0.20956607035228178) | > loss_disc_real_5: 0.207861065864563 (0.2035441387649421) | > loss_0: 2.350618362426758 (2.2346378803253164) | > grad_norm_0: tensor(64.3876, device='cuda:0') (tensor(62.3408, device='cuda:0')) | > loss_gen: 2.60294771194458 (2.8063022655445127) | > loss_kl: 2.173326015472412 (2.1547282776989785) | > loss_feat: 8.028570175170898 (8.509980892349073) | > loss_mel: 15.586957931518555 (15.185266010577863) | > loss_duration: 1.568119764328003 (1.607963874051859) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.95992088317871 (30.264241342230157) | > grad_norm_1: tensor(324.1173, device='cuda:0') (tensor(1001.2195, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.8571 (0.8687066518343411) | > loader_time: 0.0104 (0.010988606987418702)  --> TIME: 2025-02-20 15:02:08 -- STEP: 505/924 -- GLOBAL_STEP: 132300 | > loss_disc: 2.2613577842712402 (2.2354830864632476) | > loss_disc_real_0: 0.1348332315683365 (0.12082661857994476) | > loss_disc_real_1: 0.19712644815444946 (0.1914182431331955) | > loss_disc_real_2: 0.22706852853298187 (0.20428921320650842) | > loss_disc_real_3: 0.24345414340496063 (0.20556934446391492) | > loss_disc_real_4: 0.20500919222831726 (0.2094981527269476) | > loss_disc_real_5: 0.21829433739185333 (0.2034269293198491) | > loss_0: 2.2613577842712402 (2.2354830864632476) | > grad_norm_0: tensor(74.6821, device='cuda:0') (tensor(62.4990, device='cuda:0')) | > loss_gen: 2.7598249912261963 (2.803863653334059) | > loss_kl: 2.1014862060546875 (2.1532940201240014) | > loss_feat: 8.271044731140137 (8.508839523202118) | > loss_mel: 13.90468978881836 (15.19923896411858) | > loss_duration: 1.568740725517273 (1.6076166169478159) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.60578727722168 (30.27285279755545) | > grad_norm_1: tensor(1315.1138, device='cuda:0') (tensor(998.9358, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.8505 (0.869171660489375) | > loader_time: 0.013 (0.011034617093530024)  --> TIME: 2025-02-20 15:02:52 -- STEP: 555/924 -- GLOBAL_STEP: 132350 | > loss_disc: 2.0799357891082764 (2.2335154408807143) | > loss_disc_real_0: 0.15829408168792725 (0.12144344398701513) | > loss_disc_real_1: 0.18447056412696838 (0.19126193762362534) | > loss_disc_real_2: 0.19529975950717926 (0.20392461279491053) | > loss_disc_real_3: 0.15998178720474243 (0.2053142348925273) | > loss_disc_real_4: 0.19322296977043152 (0.20923921651131394) | > loss_disc_real_5: 0.20361442863941193 (0.2030436298734433) | > loss_0: 2.0799357891082764 (2.2335154408807143) | > grad_norm_0: tensor(94.3571, device='cuda:0') (tensor(62.8124, device='cuda:0')) | > loss_gen: 2.9951188564300537 (2.8041808708293994) | > loss_kl: 2.250535249710083 (2.153370245942124) | > loss_feat: 8.962045669555664 (8.506061070244588) | > loss_mel: 15.588159561157227 (15.177752243935524) | > loss_duration: 1.5946369171142578 (1.6079323240228602) | > amp_scaler: 128.0 (128.23063063063063) | > loss_1: 31.39049530029297 (30.249296789770728) | > grad_norm_1: tensor(1268.3793, device='cuda:0') (tensor(997.9164, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.8328 (0.869590323250573) | > loader_time: 0.0094 (0.01105400076857558)  --> TIME: 2025-02-20 15:03:37 -- STEP: 605/924 -- GLOBAL_STEP: 132400 | > loss_disc: 1.9738059043884277 (2.2325313501121578) | > loss_disc_real_0: 0.056945983320474625 (0.12164977679937339) | > loss_disc_real_1: 0.15987634658813477 (0.19103156842968677) | > loss_disc_real_2: 0.15920200943946838 (0.20369361358240623) | > loss_disc_real_3: 0.19442719221115112 (0.20550107096344974) | > loss_disc_real_4: 0.2068028748035431 (0.20911241863384716) | > loss_disc_real_5: 0.16556820273399353 (0.20313179038526605) | > loss_0: 1.9738059043884277 (2.2325313501121578) | > grad_norm_0: tensor(37.1058, device='cuda:0') (tensor(62.2562, device='cuda:0')) | > loss_gen: 2.9815926551818848 (2.8036823647081346) | > loss_kl: 2.192446708679199 (2.154042966109661) | > loss_feat: 9.828339576721191 (8.507762502244681) | > loss_mel: 15.755985260009766 (15.158065538958084) | > loss_duration: 1.5916028022766113 (1.6075618213858487) | > amp_scaler: 128.0 (128.21157024793393) | > loss_1: 32.34996795654297 (30.231115227691397) | > grad_norm_1: tensor(1005.1867, device='cuda:0') (tensor(1004.3784, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.8688 (0.870692199911953) | > loader_time: 0.0107 (0.011041913544836118)  --> TIME: 2025-02-20 15:04:22 -- STEP: 655/924 -- GLOBAL_STEP: 132450 | > loss_disc: 2.31703519821167 (2.2329921635052616) | > loss_disc_real_0: 0.14328248798847198 (0.121487461405856) | > loss_disc_real_1: 0.1908242553472519 (0.19097536909216223) | > loss_disc_real_2: 0.21553638577461243 (0.20374698538816616) | > loss_disc_real_3: 0.2608990967273712 (0.20563225627855491) | > loss_disc_real_4: 0.21391406655311584 (0.20920763641368342) | > loss_disc_real_5: 0.1913754791021347 (0.20321075294081495) | > loss_0: 2.31703519821167 (2.2329921635052616) | > grad_norm_0: tensor(61.1758, device='cuda:0') (tensor(62.2603, device='cuda:0')) | > loss_gen: 2.646528959274292 (2.8042337792520295) | > loss_kl: 2.200993299484253 (2.1551869774592722) | > loss_feat: 8.263422966003418 (8.513876649259608) | > loss_mel: 15.255735397338867 (15.159471481265003) | > loss_duration: 1.5915253162384033 (1.6069563536243585) | > amp_scaler: 128.0 (128.1954198473282) | > loss_1: 29.958206176757812 (30.239725241042276) | > grad_norm_1: tensor(542.9472, device='cuda:0') (tensor(994.1255, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.937 (0.8711720430213986) | > loader_time: 0.0111 (0.011072983632560901)  --> TIME: 2025-02-20 15:05:06 -- STEP: 705/924 -- GLOBAL_STEP: 132500 | > loss_disc: 2.3869926929473877 (2.2309881433527505) | > loss_disc_real_0: 0.18526825308799744 (0.1211097020840814) | > loss_disc_real_1: 0.21809673309326172 (0.19093134147478324) | > loss_disc_real_2: 0.20839956402778625 (0.20381496895289594) | > loss_disc_real_3: 0.2184281200170517 (0.20547247023869913) | > loss_disc_real_4: 0.20369194447994232 (0.20906559647397793) | > loss_disc_real_5: 0.1921093612909317 (0.20291954652003366) | > loss_0: 2.3869926929473877 (2.2309881433527505) | > grad_norm_0: tensor(75.1329, device='cuda:0') (tensor(62.3292, device='cuda:0')) | > loss_gen: 2.5879619121551514 (2.8049634497216402) | > loss_kl: 2.0518012046813965 (2.153623696421899) | > loss_feat: 6.697792053222656 (8.520846737530208) | > loss_mel: 12.409212112426758 (15.161490775845575) | > loss_duration: 1.6253681182861328 (1.6068957577360437) | > amp_scaler: 128.0 (128.181560283688) | > loss_1: 25.372135162353516 (30.247820425371753) | > grad_norm_1: tensor(1157.4657, device='cuda:0') (tensor(1004.0587, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.8632 (0.8716547519602674) | > loader_time: 0.0106 (0.011114813080916167)  --> TIME: 2025-02-20 15:05:51 -- STEP: 755/924 -- GLOBAL_STEP: 132550 | > loss_disc: 2.1791181564331055 (2.230296942414035) | > loss_disc_real_0: 0.06614500284194946 (0.12174477086754035) | > loss_disc_real_1: 0.19242605566978455 (0.19095177239929595) | > loss_disc_real_2: 0.1776866912841797 (0.20347028159542593) | > loss_disc_real_3: 0.2193211168050766 (0.20530296047002275) | > loss_disc_real_4: 0.203409343957901 (0.2088968039151059) | > loss_disc_real_5: 0.2080211639404297 (0.20255364833880737) | > loss_0: 2.1791181564331055 (2.230296942414035) | > grad_norm_0: tensor(45.1443, device='cuda:0') (tensor(62.8682, device='cuda:0')) | > loss_gen: 2.8285346031188965 (2.8082702826190467) | > loss_kl: 2.3054089546203613 (2.1507909258469824) | > loss_feat: 8.852483749389648 (8.533958193166356) | > loss_mel: 15.796546936035156 (15.179209034648162) | > loss_duration: 1.595447301864624 (1.606851481759785) | > amp_scaler: 128.0 (128.16953642384107) | > loss_1: 31.378421783447266 (30.27907992230346) | > grad_norm_1: tensor(628.2371, device='cuda:0') (tensor(997.9139, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.9063 (0.8722264236172304) | > loader_time: 0.0112 (0.011147221192618864)  --> TIME: 2025-02-20 15:06:35 -- STEP: 805/924 -- GLOBAL_STEP: 132600 | > loss_disc: 2.3684043884277344 (2.232684437828769) | > loss_disc_real_0: 0.09877901524305344 (0.12238520878072111) | > loss_disc_real_1: 0.18304799497127533 (0.19097597652710735) | > loss_disc_real_2: 0.20358896255493164 (0.20357238087594884) | > loss_disc_real_3: 0.2075750231742859 (0.20540700928765054) | > loss_disc_real_4: 0.21693190932273865 (0.20922278363882385) | > loss_disc_real_5: 0.19484664499759674 (0.20279573104951695) | > loss_0: 2.3684043884277344 (2.232684437828769) | > grad_norm_0: tensor(71.8646, device='cuda:0') (tensor(62.2156, device='cuda:0')) | > loss_gen: 2.3958446979522705 (2.800914919006158) | > loss_kl: 1.9838963747024536 (2.1505915871318093) | > loss_feat: 7.046262264251709 (8.510250714698923) | > loss_mel: 13.075347900390625 (15.164307787403557) | > loss_duration: 1.6248772144317627 (1.607049808739135) | > amp_scaler: 128.0 (128.15900621118007) | > loss_1: 26.126230239868164 (30.233114834898007) | > grad_norm_1: tensor(779.2799, device='cuda:0') (tensor(987.9614, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.8868 (0.8720411738993958) | > loader_time: 0.0132 (0.011153855234939855)  --> TIME: 2025-02-20 15:07:20 -- STEP: 855/924 -- GLOBAL_STEP: 132650 | > loss_disc: 2.162778854370117 (2.23231634117706) | > loss_disc_real_0: 0.1253901869058609 (0.12318922459033498) | > loss_disc_real_1: 0.17717306315898895 (0.19081258512379823) | > loss_disc_real_2: 0.1850961446762085 (0.20334747914682358) | > loss_disc_real_3: 0.16501420736312866 (0.20529043364245989) | > loss_disc_real_4: 0.16562797129154205 (0.20908473836399658) | > loss_disc_real_5: 0.21413186192512512 (0.202667932160068) | > loss_0: 2.162778854370117 (2.23231634117706) | > grad_norm_0: tensor(45.3868, device='cuda:0') (tensor(62.0936, device='cuda:0')) | > loss_gen: 2.8099570274353027 (2.8018643856048584) | > loss_kl: 2.105071783065796 (2.1516977519319767) | > loss_feat: 8.492148399353027 (8.518251874154059) | > loss_mel: 15.451957702636719 (15.178374318351523) | > loss_duration: 1.6166216135025024 (1.6067476771728337) | > amp_scaler: 128.0 (128.14970760233913) | > loss_1: 30.475757598876953 (30.256936014186568) | > grad_norm_1: tensor(1086.9512, device='cuda:0') (tensor(984.5637, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.8702 (0.8718165835441901) | > loader_time: 0.011 (0.011126964134082455)  --> TIME: 2025-02-20 15:08:04 -- STEP: 905/924 -- GLOBAL_STEP: 132700 | > loss_disc: 2.0834434032440186 (2.2325827869921078) | > loss_disc_real_0: 0.08463025838136673 (0.12366106533213873) | > loss_disc_real_1: 0.20536603033542633 (0.19081320960218728) | > loss_disc_real_2: 0.19948934018611908 (0.2033132896897543) | > loss_disc_real_3: 0.20100364089012146 (0.20516870619513053) | > loss_disc_real_4: 0.20385956764221191 (0.2090346584168587) | > loss_disc_real_5: 0.14598599076271057 (0.2025858811334352) | > loss_0: 2.0834434032440186 (2.2325827869921078) | > grad_norm_0: tensor(37.4014, device='cuda:0') (tensor(62.2702, device='cuda:0')) | > loss_gen: 2.968905210494995 (2.801431713315005) | > loss_kl: 2.075570821762085 (2.151204094570644) | > loss_feat: 9.539310455322266 (8.518460899163324) | > loss_mel: 15.417667388916016 (15.188005661305802) | > loss_duration: 1.6021815538406372 (1.6064361754043326) | > amp_scaler: 128.0 (128.14143646408834) | > loss_1: 31.603635787963867 (30.265538556009368) | > grad_norm_1: tensor(1031.2709, device='cuda:0') (tensor(989.2308, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.8732 (0.8715247346551379) | > loader_time: 0.0138 (0.011118567714375024)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3698039054870605 (2.3698039054870605) | > loss_disc_real_0: 0.1228317841887474 (0.1228317841887474) | > loss_disc_real_1: 0.19929982721805573 (0.19929982721805573) | > loss_disc_real_2: 0.19968730211257935 (0.19968730211257935) | > loss_disc_real_3: 0.22568631172180176 (0.22568631172180176) | > loss_disc_real_4: 0.23138239979743958 (0.23138239979743958) | > loss_disc_real_5: 0.20626318454742432 (0.20626318454742432) | > loss_0: 2.3698039054870605 (2.3698039054870605) | > loss_gen: 2.3060779571533203 (2.3060779571533203) | > loss_kl: 2.0417232513427734 (2.0417232513427734) | > loss_feat: 6.521233081817627 (6.521233081817627) | > loss_mel: 12.389474868774414 (12.389474868774414) | > loss_duration: 1.6771368980407715 (1.6771368980407715) | > loss_1: 24.935646057128906 (24.935646057128906)  --> STEP: 1 | > loss_disc: 2.3389599323272705 (2.3389599323272705) | > loss_disc_real_0: 0.13955563306808472 (0.13955563306808472) | > loss_disc_real_1: 0.20372048020362854 (0.20372048020362854) | > loss_disc_real_2: 0.1869058459997177 (0.1869058459997177) | > loss_disc_real_3: 0.199062779545784 (0.199062779545784) | > loss_disc_real_4: 0.20313552021980286 (0.20313552021980286) | > loss_disc_real_5: 0.2194521576166153 (0.2194521576166153) | > loss_0: 2.3389599323272705 (2.3389599323272705) | > loss_gen: 2.3908143043518066 (2.3908143043518066) | > loss_kl: 2.002356767654419 (2.002356767654419) | > loss_feat: 7.397342205047607 (7.397342205047607) | > loss_mel: 13.504412651062012 (13.504412651062012) | > loss_duration: 1.6767807006835938 (1.6767807006835938) | > loss_1: 26.97170639038086 (26.97170639038086)  --> STEP: 2 | > loss_disc: 2.3289425373077393 (2.333951234817505) | > loss_disc_real_0: 0.14639323949813843 (0.14297443628311157) | > loss_disc_real_1: 0.1799633949995041 (0.19184193760156631) | > loss_disc_real_2: 0.19929662346839905 (0.19310123473405838) | > loss_disc_real_3: 0.22621479630470276 (0.21263878792524338) | > loss_disc_real_4: 0.20215649902820587 (0.20264600962400436) | > loss_disc_real_5: 0.2534942626953125 (0.2364732101559639) | > loss_0: 2.3289425373077393 (2.333951234817505) | > loss_gen: 2.5351028442382812 (2.462958574295044) | > loss_kl: 2.0364439487457275 (2.0194003582000732) | > loss_feat: 8.019245147705078 (7.708293676376343) | > loss_mel: 15.61684799194336 (14.560630321502686) | > loss_duration: 1.58366060256958 (1.630220651626587) | > loss_1: 29.79129981994629 (28.381503105163574)  --> STEP: 3 | > loss_disc: 2.2116799354553223 (2.293194135030111) | > loss_disc_real_0: 0.13078854978084564 (0.1389124741156896) | > loss_disc_real_1: 0.17604157328605652 (0.1865751494963964) | > loss_disc_real_2: 0.19206950068473816 (0.19275732338428497) | > loss_disc_real_3: 0.24076230823993683 (0.22201329469680786) | > loss_disc_real_4: 0.19177518784999847 (0.1990224023660024) | > loss_disc_real_5: 0.2162345051765442 (0.229726975162824) | > loss_0: 2.2116799354553223 (2.293194135030111) | > loss_gen: 2.6240234375 (2.5166468620300293) | > loss_kl: 2.053569793701172 (2.030790170033773) | > loss_feat: 8.548290252685547 (7.988292535146077) | > loss_mel: 15.899924278259277 (15.007061640421549) | > loss_duration: 1.6548490524291992 (1.638430118560791) | > loss_1: 30.780658721923828 (29.18122164408366)  --> STEP: 4 | > loss_disc: 2.207101345062256 (2.271670937538147) | > loss_disc_real_0: 0.12414126098155975 (0.13521967083215714) | > loss_disc_real_1: 0.18884184956550598 (0.18714182451367378) | > loss_disc_real_2: 0.19096693396568298 (0.19230972602963448) | > loss_disc_real_3: 0.20458200573921204 (0.2176554724574089) | > loss_disc_real_4: 0.18210789561271667 (0.19479377567768097) | > loss_disc_real_5: 0.19829092919826508 (0.22186796367168427) | > loss_0: 2.207101345062256 (2.271670937538147) | > loss_gen: 2.5920791625976562 (2.535504937171936) | > loss_kl: 2.0445926189422607 (2.0342407822608948) | > loss_feat: 8.343025207519531 (8.076975703239441) | > loss_mel: 15.500150680541992 (15.13033390045166) | > loss_duration: 1.7485004663467407 (1.6659477055072784) | > loss_1: 30.228347778320312 (29.443003177642822)  --> STEP: 5 | > loss_disc: 2.574765205383301 (2.332289791107178) | > loss_disc_real_0: 0.17587627470493317 (0.14335099160671233) | > loss_disc_real_1: 0.20967483520507812 (0.19164842665195464) | > loss_disc_real_2: 0.22558502852916718 (0.19896478652954103) | > loss_disc_real_3: 0.2859424650669098 (0.23131287097930908) | > loss_disc_real_4: 0.24562782049179077 (0.20496058464050293) | > loss_disc_real_5: 0.2956995666027069 (0.2366342842578888) | > loss_0: 2.574765205383301 (2.332289791107178) | > loss_gen: 2.4723947048187256 (2.522882890701294) | > loss_kl: 2.19091534614563 (2.065575695037842) | > loss_feat: 5.996340751647949 (7.660848712921142) | > loss_mel: 11.276793479919434 (14.359625816345215) | > loss_duration: 1.5126607418060303 (1.6352903127670289) | > loss_1: 23.449106216430664 (28.24422378540039) --> EVAL PERFORMANCE | > avg_loader_time: 0.15306615829467773 (+0.0004210948944091686) | > avg_loss_disc: 2.332289791107178 (+0.02480349540710458) | > avg_loss_disc_real_0: 0.14335099160671233 (+0.03138383477926253) | > avg_loss_disc_real_1: 0.19164842665195464 (-0.045960029959678655) | > avg_loss_disc_real_2: 0.19896478652954103 (+0.012829670310020469) | > avg_loss_disc_real_3: 0.23131287097930908 (+0.017500865459442128) | > avg_loss_disc_real_4: 0.20496058464050293 (+0.0012329071760177612) | > avg_loss_disc_real_5: 0.2366342842578888 (+0.02510831058025359) | > avg_loss_0: 2.332289791107178 (+0.02480349540710458) | > avg_loss_gen: 2.522882890701294 (+0.07848238945007324) | > avg_loss_kl: 2.065575695037842 (-0.014121413230895996) | > avg_loss_feat: 7.660848712921142 (+0.13708467483520437) | > avg_loss_mel: 14.359625816345215 (-0.2096601486206051) | > avg_loss_duration: 1.6352903127670289 (-0.009498095512390003) | > avg_loss_1: 28.24422378540039 (-0.01771240234375071)  > EPOCH: 94/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 15:08:29)   --> TIME: 2025-02-20 15:08:59 -- STEP: 31/924 -- GLOBAL_STEP: 132750 | > loss_disc: 2.3272414207458496 (2.240252210247901) | > loss_disc_real_0: 0.17330503463745117 (0.12588528615813105) | > loss_disc_real_1: 0.19326059520244598 (0.18908416551928367) | > loss_disc_real_2: 0.1819853037595749 (0.19979327965167262) | > loss_disc_real_3: 0.18917347490787506 (0.20896184540564014) | > loss_disc_real_4: 0.23198948800563812 (0.20986136697953747) | > loss_disc_real_5: 0.2649881839752197 (0.2049467529981367) | > loss_0: 2.3272414207458496 (2.240252210247901) | > grad_norm_0: tensor(100.9743, device='cuda:0') (tensor(62.8874, device='cuda:0')) | > loss_gen: 2.884624481201172 (2.7526622356907016) | > loss_kl: 2.1683387756347656 (2.1957679487043813) | > loss_feat: 8.115496635437012 (8.460795879364014) | > loss_mel: 14.882555961608887 (15.200500857445501) | > loss_duration: 1.638377070426941 (1.602590810868048) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.68939208984375 (30.212317743609027) | > grad_norm_1: tensor(1118.3734, device='cuda:0') (tensor(1008.5193, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.8517 (0.8714240058775871) | > loader_time: 0.0095 (0.011092209046886813)  --> TIME: 2025-02-20 15:09:43 -- STEP: 81/924 -- GLOBAL_STEP: 132800 | > loss_disc: 2.319488525390625 (2.224744693732556) | > loss_disc_real_0: 0.13827204704284668 (0.12250900604290726) | > loss_disc_real_1: 0.20614475011825562 (0.1897913877978737) | > loss_disc_real_2: 0.23433400690555573 (0.20316915692370616) | > loss_disc_real_3: 0.20124787092208862 (0.2060559160179562) | > loss_disc_real_4: 0.22020718455314636 (0.20826418127542662) | > loss_disc_real_5: 0.19274593889713287 (0.20098876566798599) | > loss_0: 2.319488525390625 (2.224744693732556) | > grad_norm_0: tensor(109.7074, device='cuda:0') (tensor(68.2076, device='cuda:0')) | > loss_gen: 2.7291202545166016 (2.811248061097699) | > loss_kl: 2.464703321456909 (2.184633163758266) | > loss_feat: 7.591344356536865 (8.537283249843266) | > loss_mel: 15.15535831451416 (15.302465391747745) | > loss_duration: 1.5977853536605835 (1.6051349183659496) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.538312911987305 (30.440764721528982) | > grad_norm_1: tensor(621.3629, device='cuda:0') (tensor(1014.9280, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.8945 (0.875378202508997) | > loader_time: 0.0105 (0.011365216455341859)  --> TIME: 2025-02-20 15:10:27 -- STEP: 131/924 -- GLOBAL_STEP: 132850 | > loss_disc: 2.3766136169433594 (2.227622763801166) | > loss_disc_real_0: 0.13412974774837494 (0.12269576508125277) | > loss_disc_real_1: 0.19190199673175812 (0.18928444249029377) | > loss_disc_real_2: 0.22865264117717743 (0.20272395412885505) | > loss_disc_real_3: 0.2334425449371338 (0.20570260127082127) | > loss_disc_real_4: 0.23007254302501678 (0.21013451225430002) | > loss_disc_real_5: 0.23597222566604614 (0.20182685656401947) | > loss_0: 2.3766136169433594 (2.227622763801166) | > grad_norm_0: tensor(51.7732, device='cuda:0') (tensor(64.9331, device='cuda:0')) | > loss_gen: 2.503066301345825 (2.8189205540955524) | > loss_kl: 2.296881675720215 (2.1739815801154565) | > loss_feat: 7.180004596710205 (8.560507636033853) | > loss_mel: 12.85317611694336 (15.266562214334503) | > loss_duration: 1.6368950605392456 (1.6060220012227997) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.47002410888672 (30.425993882972776) | > grad_norm_1: tensor(1145.0225, device='cuda:0') (tensor(981.8593, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.9041 (0.8700203076573728) | > loader_time: 0.0119 (0.011254148628875499)  --> TIME: 2025-02-20 15:11:12 -- STEP: 181/924 -- GLOBAL_STEP: 132900 | > loss_disc: 2.1025190353393555 (2.23535634536111) | > loss_disc_real_0: 0.05917323753237724 (0.12414975719557282) | > loss_disc_real_1: 0.194038525223732 (0.19060728406708544) | > loss_disc_real_2: 0.18921802937984467 (0.20377115213739286) | > loss_disc_real_3: 0.19624106585979462 (0.20609345686369837) | > loss_disc_real_4: 0.1877928376197815 (0.20968278213429847) | > loss_disc_real_5: 0.15115363895893097 (0.20250825164067812) | > loss_0: 2.1025190353393555 (2.23535634536111) | > grad_norm_0: tensor(46.7295, device='cuda:0') (tensor(64.3203, device='cuda:0')) | > loss_gen: 2.856074810028076 (2.8024494779702707) | > loss_kl: 1.910996675491333 (2.1642041226118307) | > loss_feat: 8.687082290649414 (8.512416900192175) | > loss_mel: 14.788068771362305 (15.240441232755039) | > loss_duration: 1.6179275512695312 (1.6042881690336195) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.860149383544922 (30.323799913100775) | > grad_norm_1: tensor(1164.4644, device='cuda:0') (tensor(1005.0795, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.8729 (0.8712951689135306) | > loader_time: 0.0108 (0.011234249199292936)  --> TIME: 2025-02-20 15:11:56 -- STEP: 231/924 -- GLOBAL_STEP: 132950 | > loss_disc: 2.188997745513916 (2.235102625636312) | > loss_disc_real_0: 0.17289941012859344 (0.12427977622522936) | > loss_disc_real_1: 0.19747865200042725 (0.18997441625698305) | > loss_disc_real_2: 0.1919471025466919 (0.20285209245754016) | > loss_disc_real_3: 0.19908186793327332 (0.2059909136264355) | > loss_disc_real_4: 0.2290358990430832 (0.20954813030891087) | > loss_disc_real_5: 0.185426726937294 (0.20342312508073204) | > loss_0: 2.188997745513916 (2.235102625636312) | > grad_norm_0: tensor(97.2560, device='cuda:0') (tensor(63.0894, device='cuda:0')) | > loss_gen: 2.862462043762207 (2.787291059246311) | > loss_kl: 2.139333486557007 (2.1703190891257598) | > loss_feat: 8.439167976379395 (8.457866293011287) | > loss_mel: 14.959280014038086 (15.157581197234975) | > loss_duration: 1.5752239227294922 (1.6055010464284327) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.975465774536133 (30.178558646858512) | > grad_norm_1: tensor(1385.7261, device='cuda:0') (tensor(1027.7368, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.8556 (0.8726945160787345) | > loader_time: 0.0105 (0.011263909277977881)  --> TIME: 2025-02-20 15:12:41 -- STEP: 281/924 -- GLOBAL_STEP: 133000 | > loss_disc: 2.0602524280548096 (2.235131821174215) | > loss_disc_real_0: 0.13577046990394592 (0.1255744107306215) | > loss_disc_real_1: 0.1427394151687622 (0.18986779483187666) | > loss_disc_real_2: 0.16179601848125458 (0.20255708206590814) | > loss_disc_real_3: 0.19021783769130707 (0.20578636552515403) | > loss_disc_real_4: 0.20981793105602264 (0.20919494139978467) | > loss_disc_real_5: 0.2029622197151184 (0.20310496165022732) | > loss_0: 2.0602524280548096 (2.235131821174215) | > grad_norm_0: tensor(49.0977, device='cuda:0') (tensor(64.1366, device='cuda:0')) | > loss_gen: 3.0672202110290527 (2.7917916672933987) | > loss_kl: 2.128397226333618 (2.1649953843860006) | > loss_feat: 8.747504234313965 (8.460034200729423) | > loss_mel: 15.54705810546875 (15.139904446449144) | > loss_duration: 1.5681073665618896 (1.6065106489480179) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.058286666870117 (30.163236271868396) | > grad_norm_1: tensor(1109.1659, device='cuda:0') (tensor(1030.4067, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.8942 (0.8751267156567015) | > loader_time: 0.0123 (0.011195117468511507) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_133000.pth  --> TIME: 2025-02-20 15:13:28 -- STEP: 331/924 -- GLOBAL_STEP: 133050 | > loss_disc: 2.2811813354492188 (2.234004172673758) | > loss_disc_real_0: 0.24458903074264526 (0.12509630722896925) | > loss_disc_real_1: 0.19875913858413696 (0.18986520828437234) | > loss_disc_real_2: 0.19452139735221863 (0.20263003663714207) | > loss_disc_real_3: 0.20860907435417175 (0.205829715980864) | > loss_disc_real_4: 0.22296097874641418 (0.2090333930675357) | > loss_disc_real_5: 0.1986246258020401 (0.2034796166185886) | > loss_0: 2.2811813354492188 (2.234004172673758) | > grad_norm_0: tensor(99.9635, device='cuda:0') (tensor(64.1826, device='cuda:0')) | > loss_gen: 3.049943447113037 (2.791003526877779) | > loss_kl: 2.035341262817383 (2.1666807854643753) | > loss_feat: 8.326132774353027 (8.477943815133353) | > loss_mel: 14.381881713867188 (15.15739647211265) | > loss_duration: 1.603690266609192 (1.6062406247476075) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.396989822387695 (30.19926513141736) | > grad_norm_1: tensor(959.2964, device='cuda:0') (tensor(1035.1456, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.8795 (0.875357200732044) | > loader_time: 0.014 (0.011220813877993131)  --> TIME: 2025-02-20 15:14:13 -- STEP: 381/924 -- GLOBAL_STEP: 133100 | > loss_disc: 2.175642967224121 (2.2344715804878477) | > loss_disc_real_0: 0.1555737406015396 (0.1248131152486863) | > loss_disc_real_1: 0.17069365084171295 (0.19017262698158513) | > loss_disc_real_2: 0.21755573153495789 (0.2028956389802648) | > loss_disc_real_3: 0.2404409945011139 (0.20585132192751868) | > loss_disc_real_4: 0.19364935159683228 (0.2092681985123577) | > loss_disc_real_5: 0.21359701454639435 (0.20305139659427282) | > loss_0: 2.175642967224121 (2.2344715804878477) | > grad_norm_0: tensor(95.3920, device='cuda:0') (tensor(63.4045, device='cuda:0')) | > loss_gen: 3.0656585693359375 (2.7923303557818926) | > loss_kl: 2.125558853149414 (2.1670169971120634) | > loss_feat: 9.63493537902832 (8.498074502769725) | > loss_mel: 16.004337310791016 (15.192069591812574) | > loss_duration: 1.5829625129699707 (1.6064972126577783) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.4134521484375 (30.255988569084426) | > grad_norm_1: tensor(1309.4480, device='cuda:0') (tensor(1028.8236, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.8538 (0.876002802936424) | > loader_time: 0.0124 (0.011197000663737307)  --> TIME: 2025-02-20 15:14:58 -- STEP: 431/924 -- GLOBAL_STEP: 133150 | > loss_disc: 2.2675554752349854 (2.2329821810644876) | > loss_disc_real_0: 0.13197168707847595 (0.12486915855631743) | > loss_disc_real_1: 0.20042161643505096 (0.18994015164828915) | > loss_disc_real_2: 0.19123880565166473 (0.20275279326394657) | > loss_disc_real_3: 0.21299853920936584 (0.2060008212197961) | > loss_disc_real_4: 0.20548705756664276 (0.2092206749866291) | > loss_disc_real_5: 0.2012261003255844 (0.20245474362594623) | > loss_0: 2.2675554752349854 (2.2329821810644876) | > grad_norm_0: tensor(62.4384, device='cuda:0') (tensor(64.3835, device='cuda:0')) | > loss_gen: 2.7943499088287354 (2.7936077394507572) | > loss_kl: 2.0574235916137695 (2.159264497303353) | > loss_feat: 8.869751930236816 (8.498538154460432) | > loss_mel: 15.775514602661133 (15.198614405921884) | > loss_duration: 1.5751988887786865 (1.6064296518290402) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.07223892211914 (30.256454383690784) | > grad_norm_1: tensor(1306.0149, device='cuda:0') (tensor(1026.9652, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.8977 (0.8767880784939726) | > loader_time: 0.0111 (0.011181561963464164)  --> TIME: 2025-02-20 15:15:43 -- STEP: 481/924 -- GLOBAL_STEP: 133200 | > loss_disc: 2.1303162574768066 (2.2290060193028105) | > loss_disc_real_0: 0.05183692276477814 (0.12418259835168867) | > loss_disc_real_1: 0.1602197289466858 (0.18964273205294188) | > loss_disc_real_2: 0.19131715595722198 (0.2024553924675048) | > loss_disc_real_3: 0.18368904292583466 (0.20572907717708738) | > loss_disc_real_4: 0.2358703762292862 (0.20903797106906433) | > loss_disc_real_5: 0.19278614223003387 (0.20231175447452093) | > loss_0: 2.1303162574768066 (2.2290060193028105) | > grad_norm_0: tensor(31.0212, device='cuda:0') (tensor(63.6091, device='cuda:0')) | > loss_gen: 3.021012306213379 (2.7980469933666434) | > loss_kl: 2.0291757583618164 (2.160223816883537) | > loss_feat: 10.408308982849121 (8.528729216720356) | > loss_mel: 16.208683013916016 (15.216456084142356) | > loss_duration: 1.5872516632080078 (1.6061313149834868) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.254432678222656 (30.309587383468532) | > grad_norm_1: tensor(1171.8295, device='cuda:0') (tensor(1019.5618, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.8759 (0.8780401402352507) | > loader_time: 0.0102 (0.011132942663656704)  --> TIME: 2025-02-20 15:16:28 -- STEP: 531/924 -- GLOBAL_STEP: 133250 | > loss_disc: 2.195387125015259 (2.227229968751665) | > loss_disc_real_0: 0.08090172708034515 (0.12408976294030123) | > loss_disc_real_1: 0.17839553952217102 (0.18956124616993802) | > loss_disc_real_2: 0.21440307796001434 (0.20241660118215282) | > loss_disc_real_3: 0.2023383527994156 (0.20571165087083862) | > loss_disc_real_4: 0.22794337570667267 (0.20896325615390773) | > loss_disc_real_5: 0.17627249658107758 (0.202092725846727) | > loss_0: 2.195387125015259 (2.227229968751665) | > grad_norm_0: tensor(54.5802, device='cuda:0') (tensor(62.5172, device='cuda:0')) | > loss_gen: 2.809100866317749 (2.7965211378876975) | > loss_kl: 2.109853506088257 (2.156248856848016) | > loss_feat: 8.700607299804688 (8.529494103289814) | > loss_mel: 15.357149124145508 (15.218161559598819) | > loss_duration: 1.6400315761566162 (1.606210011771394) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.616743087768555 (30.30663565368077) | > grad_norm_1: tensor(1388.6849, device='cuda:0') (tensor(1033.2446, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.8648 (0.8772402860350529) | > loader_time: 0.0104 (0.011109902135845413)  --> TIME: 2025-02-20 15:17:12 -- STEP: 581/924 -- GLOBAL_STEP: 133300 | > loss_disc: 2.2461869716644287 (2.232181773128278) | > loss_disc_real_0: 0.0828850269317627 (0.12619407105671565) | > loss_disc_real_1: 0.21987459063529968 (0.1896777227905656) | > loss_disc_real_2: 0.230749249458313 (0.20260771111346365) | > loss_disc_real_3: 0.20948264002799988 (0.2058030134275325) | > loss_disc_real_4: 0.18684999644756317 (0.20907102127698948) | > loss_disc_real_5: 0.18296557664871216 (0.20229943894273023) | > loss_0: 2.2461869716644287 (2.232181773128278) | > grad_norm_0: tensor(44.0234, device='cuda:0') (tensor(62.3129, device='cuda:0')) | > loss_gen: 2.7135541439056396 (2.7921866315982813) | > loss_kl: 2.0852363109588623 (2.155943081629254) | > loss_feat: 8.104300498962402 (8.50943633570318) | > loss_mel: 15.600011825561523 (15.187225737382951) | > loss_duration: 1.6130077838897705 (1.60620504217591) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.116111755371094 (30.250996817820237) | > grad_norm_1: tensor(1255.4012, device='cuda:0') (tensor(1022.2177, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.8182 (0.8774528901466203) | > loader_time: 0.0086 (0.011129488017595989)  --> TIME: 2025-02-20 15:17:57 -- STEP: 631/924 -- GLOBAL_STEP: 133350 | > loss_disc: 2.140509605407715 (2.231030750199089) | > loss_disc_real_0: 0.07246936857700348 (0.12671300926483378) | > loss_disc_real_1: 0.1566160023212433 (0.18934918120621527) | > loss_disc_real_2: 0.19401249289512634 (0.20235065001220984) | > loss_disc_real_3: 0.20632241666316986 (0.20590508317135037) | > loss_disc_real_4: 0.18827411532402039 (0.20875633792529585) | > loss_disc_real_5: 0.19482864439487457 (0.2024997129634896) | > loss_0: 2.140509605407715 (2.231030750199089) | > grad_norm_0: tensor(43.9641, device='cuda:0') (tensor(62.7535, device='cuda:0')) | > loss_gen: 2.9126758575439453 (2.793682459983884) | > loss_kl: 2.100250482559204 (2.156033262020056) | > loss_feat: 10.002937316894531 (8.524625431338885) | > loss_mel: 16.95561981201172 (15.20375676918332) | > loss_duration: 1.6272475719451904 (1.6058024876469092) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.598731994628906 (30.28390038939171) | > grad_norm_1: tensor(1377.2135, device='cuda:0') (tensor(1028.8209, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.8671 (0.8774638395112974) | > loader_time: 0.0105 (0.011137284114130324)  --> TIME: 2025-02-20 15:18:41 -- STEP: 681/924 -- GLOBAL_STEP: 133400 | > loss_disc: 2.307847738265991 (2.2306562016188827) | > loss_disc_real_0: 0.11277881264686584 (0.1262430326408666) | > loss_disc_real_1: 0.18386630713939667 (0.18924732263392838) | > loss_disc_real_2: 0.19265171885490417 (0.202229217591965) | > loss_disc_real_3: 0.1662166565656662 (0.20584214136288914) | > loss_disc_real_4: 0.1892433911561966 (0.20898913739798883) | > loss_disc_real_5: 0.17714925110340118 (0.20239672913775392) | > loss_0: 2.307847738265991 (2.2306562016188827) | > grad_norm_0: tensor(124.8611, device='cuda:0') (tensor(62.4388, device='cuda:0')) | > loss_gen: 2.625692367553711 (2.7913228002063657) | > loss_kl: 2.2647101879119873 (2.15512231022951) | > loss_feat: 8.255373001098633 (8.52343517393093) | > loss_mel: 15.578617095947266 (15.204532075733516) | > loss_duration: 1.5682294368743896 (1.6055572850413602) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.29262351989746 (30.27996959490222) | > grad_norm_1: tensor(490.7799, device='cuda:0') (tensor(1023.3242, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.8922 (0.8770414816650528) | > loader_time: 0.0111 (0.0111269334689461)  --> TIME: 2025-02-20 15:19:26 -- STEP: 731/924 -- GLOBAL_STEP: 133450 | > loss_disc: 2.204643726348877 (2.229210910001302) | > loss_disc_real_0: 0.06084951385855675 (0.12573450253881457) | > loss_disc_real_1: 0.14534173905849457 (0.18905093546360552) | > loss_disc_real_2: 0.1903817057609558 (0.20235899745113392) | > loss_disc_real_3: 0.2013617902994156 (0.20575333821871383) | > loss_disc_real_4: 0.18408581614494324 (0.20879771284218857) | > loss_disc_real_5: 0.16642864048480988 (0.20241933639088663) | > loss_0: 2.204643726348877 (2.229210910001302) | > grad_norm_0: tensor(36.4950, device='cuda:0') (tensor(62.3297, device='cuda:0')) | > loss_gen: 2.865475654602051 (2.7923701204125098) | > loss_kl: 2.220017910003662 (2.156765965039034) | > loss_feat: 8.785247802734375 (8.532378630501137) | > loss_mel: 16.300613403320312 (15.21365702429483) | > loss_duration: 1.612003207206726 (1.6054727799589097) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.78335952758789 (30.300644474055623) | > grad_norm_1: tensor(1135.8906, device='cuda:0') (tensor(1026.5286, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.9187 (0.8773580494396667) | > loader_time: 0.0114 (0.01113481462898724)  --> TIME: 2025-02-20 15:20:11 -- STEP: 781/924 -- GLOBAL_STEP: 133500 | > loss_disc: 2.341968536376953 (2.2282304863007805) | > loss_disc_real_0: 0.10655876994132996 (0.12498855138157011) | > loss_disc_real_1: 0.18590405583381653 (0.18905888501645376) | > loss_disc_real_2: 0.22077511250972748 (0.20246506113172652) | > loss_disc_real_3: 0.1886259913444519 (0.2058939829220693) | > loss_disc_real_4: 0.20988216996192932 (0.2089089634094898) | > loss_disc_real_5: 0.19556978344917297 (0.20256937233189765) | > loss_0: 2.341968536376953 (2.2282304863007805) | > grad_norm_0: tensor(54.7534, device='cuda:0') (tensor(62.1406, device='cuda:0')) | > loss_gen: 2.364064931869507 (2.795364169244118) | > loss_kl: 2.1712589263916016 (2.155170336880848) | > loss_feat: 7.149892330169678 (8.53277850670027) | > loss_mel: 13.172346115112305 (15.205480808790453) | > loss_duration: 1.5859227180480957 (1.6060148830145171) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.443485260009766 (30.294808660060273) | > grad_norm_1: tensor(1187.2885, device='cuda:0') (tensor(1022.7521, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.8316 (0.8775485737223023) | > loader_time: 0.0129 (0.011175521051990543)  --> TIME: 2025-02-20 15:20:55 -- STEP: 831/924 -- GLOBAL_STEP: 133550 | > loss_disc: 2.287119150161743 (2.229949225730985) | > loss_disc_real_0: 0.11382288485765457 (0.1256218888134519) | > loss_disc_real_1: 0.20444048941135406 (0.1891891202664119) | > loss_disc_real_2: 0.2207159847021103 (0.2024259690630164) | > loss_disc_real_3: 0.2300502061843872 (0.2060718248216111) | > loss_disc_real_4: 0.23596985638141632 (0.20880698085405053) | > loss_disc_real_5: 0.2684522271156311 (0.20291936112440015) | > loss_0: 2.287119150161743 (2.229949225730985) | > grad_norm_0: tensor(28.5940, device='cuda:0') (tensor(62.5509, device='cuda:0')) | > loss_gen: 2.5890517234802246 (2.7949841696719675) | > loss_kl: 2.171736240386963 (2.1533322228134444) | > loss_feat: 8.016963958740234 (8.525010635706495) | > loss_mel: 16.086217880249023 (15.209624350142679) | > loss_duration: 1.5947948694229126 (1.605448216307464) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.458765029907227 (30.288399536830557) | > grad_norm_1: tensor(348.7098, device='cuda:0') (tensor(1020.0128, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.8812 (0.8771571622428483) | > loader_time: 0.0113 (0.011185023185004682)  --> TIME: 2025-02-20 15:21:40 -- STEP: 881/924 -- GLOBAL_STEP: 133600 | > loss_disc: 2.472425699234009 (2.2304967828560063) | > loss_disc_real_0: 0.16138975322246552 (0.12534979998930101) | > loss_disc_real_1: 0.20431284606456757 (0.18937146998561355) | > loss_disc_real_2: 0.20169959962368011 (0.20245909100561224) | > loss_disc_real_3: 0.2077288031578064 (0.20606183483097265) | > loss_disc_real_4: 0.19608408212661743 (0.20875925911541832) | > loss_disc_real_5: 0.17788074910640717 (0.2029351759342546) | > loss_0: 2.472425699234009 (2.2304967828560063) | > grad_norm_0: tensor(99.7868, device='cuda:0') (tensor(62.0213, device='cuda:0')) | > loss_gen: 2.4727373123168945 (2.7927376974995632) | > loss_kl: 2.048037528991699 (2.1521533815598217) | > loss_feat: 7.899087429046631 (8.52178013852452) | > loss_mel: 14.762649536132812 (15.20262778170669) | > loss_duration: 1.6299549341201782 (1.6056375439943704) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.81246566772461 (30.274936476847092) | > grad_norm_1: tensor(480.2546, device='cuda:0') (tensor(1020.1553, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.8594 (0.8767221858904665) | > loader_time: 0.0102 (0.011176448133557393)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5242562294006348 (2.5242562294006348) | > loss_disc_real_0: 0.15740877389907837 (0.15740877389907837) | > loss_disc_real_1: 0.2296387255191803 (0.2296387255191803) | > loss_disc_real_2: 0.25342950224876404 (0.25342950224876404) | > loss_disc_real_3: 0.23962052166461945 (0.23962052166461945) | > loss_disc_real_4: 0.23369690775871277 (0.23369690775871277) | > loss_disc_real_5: 0.23847974836826324 (0.23847974836826324) | > loss_0: 2.5242562294006348 (2.5242562294006348) | > loss_gen: 2.413302421569824 (2.413302421569824) | > loss_kl: 1.9992820024490356 (1.9992820024490356) | > loss_feat: 6.621668815612793 (6.621668815612793) | > loss_mel: 13.816872596740723 (13.816872596740723) | > loss_duration: 1.6619141101837158 (1.6619141101837158) | > loss_1: 26.513042449951172 (26.513042449951172)  --> STEP: 1 | > loss_disc: 2.3710503578186035 (2.3710503578186035) | > loss_disc_real_0: 0.16515323519706726 (0.16515323519706726) | > loss_disc_real_1: 0.2090197056531906 (0.2090197056531906) | > loss_disc_real_2: 0.21703696250915527 (0.21703696250915527) | > loss_disc_real_3: 0.22392143309116364 (0.22392143309116364) | > loss_disc_real_4: 0.2075006663799286 (0.2075006663799286) | > loss_disc_real_5: 0.21688227355480194 (0.21688227355480194) | > loss_0: 2.3710503578186035 (2.3710503578186035) | > loss_gen: 2.4882826805114746 (2.4882826805114746) | > loss_kl: 1.9783458709716797 (1.9783458709716797) | > loss_feat: 7.212121963500977 (7.212121963500977) | > loss_mel: 12.920300483703613 (12.920300483703613) | > loss_duration: 1.6851105690002441 (1.6851105690002441) | > loss_1: 26.284160614013672 (26.284160614013672)  --> STEP: 2 | > loss_disc: 2.4151110649108887 (2.393080711364746) | > loss_disc_real_0: 0.16057650744915009 (0.16286487132310867) | > loss_disc_real_1: 0.20329882204532623 (0.20615926384925842) | > loss_disc_real_2: 0.2345871478319168 (0.22581205517053604) | > loss_disc_real_3: 0.22954098880290985 (0.22673121094703674) | > loss_disc_real_4: 0.18922144174575806 (0.19836105406284332) | > loss_disc_real_5: 0.2600373923778534 (0.23845983296632767) | > loss_0: 2.4151110649108887 (2.393080711364746) | > loss_gen: 2.512366533279419 (2.5003246068954468) | > loss_kl: 1.9898533821105957 (1.9840996265411377) | > loss_feat: 7.283339500427246 (7.247730731964111) | > loss_mel: 13.713172912597656 (13.316736698150635) | > loss_duration: 1.576387643814087 (1.6307491064071655) | > loss_1: 27.07512092590332 (26.679640769958496)  --> STEP: 3 | > loss_disc: 2.24804425239563 (2.3447352250417075) | > loss_disc_real_0: 0.1294967532157898 (0.15174216528733572) | > loss_disc_real_1: 0.19741125404834747 (0.20324326058228812) | > loss_disc_real_2: 0.19776545464992523 (0.21646318833033243) | > loss_disc_real_3: 0.20418748259544373 (0.21921663482983908) | > loss_disc_real_4: 0.17427392303943634 (0.19033201038837433) | > loss_disc_real_5: 0.21889689564704895 (0.23193885385990143) | > loss_0: 2.24804425239563 (2.3447352250417075) | > loss_gen: 2.612602472305298 (2.537750562032064) | > loss_kl: 2.2033560276031494 (2.057185093561808) | > loss_feat: 8.261401176452637 (7.585620880126953) | > loss_mel: 15.213628768920898 (13.949034055074057) | > loss_duration: 1.6526546478271484 (1.63805095354716) | > loss_1: 29.94364356994629 (27.76764170328776)  --> STEP: 4 | > loss_disc: 2.4876976013183594 (2.3804758191108704) | > loss_disc_real_0: 0.14847618341445923 (0.1509256698191166) | > loss_disc_real_1: 0.2150832563638687 (0.20620325952768326) | > loss_disc_real_2: 0.21616683900356293 (0.21638910099864006) | > loss_disc_real_3: 0.22582262754440308 (0.22086813300848007) | > loss_disc_real_4: 0.2050139456987381 (0.19400249421596527) | > loss_disc_real_5: 0.22395803034305573 (0.22994364798069) | > loss_0: 2.4876976013183594 (2.3804758191108704) | > loss_gen: 2.381561517715454 (2.4987033009529114) | > loss_kl: 2.1123876571655273 (2.070985734462738) | > loss_feat: 7.290648937225342 (7.51187789440155) | > loss_mel: 12.776128768920898 (13.655807733535767) | > loss_duration: 1.756009578704834 (1.6675406098365784) | > loss_1: 26.316736221313477 (27.40491533279419)  --> STEP: 5 | > loss_disc: 2.0190165042877197 (2.30818395614624) | > loss_disc_real_0: 0.03556617349386215 (0.12785377055406572) | > loss_disc_real_1: 0.25525662302970886 (0.21601393222808837) | > loss_disc_real_2: 0.17024186253547668 (0.20715965330600739) | > loss_disc_real_3: 0.11998667567968369 (0.2006918415427208) | > loss_disc_real_4: 0.13718204200267792 (0.1826384037733078) | > loss_disc_real_5: 0.15299025177955627 (0.21455296874046326) | > loss_0: 2.0190165042877197 (2.30818395614624) | > loss_gen: 2.730428695678711 (2.545048379898071) | > loss_kl: 1.8522261381149292 (2.0272338151931764) | > loss_feat: 10.538603782653809 (8.117223072052003) | > loss_mel: 17.711992263793945 (14.467044639587403) | > loss_duration: 1.501319169998169 (1.6342963218688964) | > loss_1: 34.334571838378906 (28.790846633911134) --> EVAL PERFORMANCE | > avg_loader_time: 0.15352168083190917 (+0.00045552253723143976) | > avg_loss_disc: 2.30818395614624 (-0.024105834960937766) | > avg_loss_disc_real_0: 0.12785377055406572 (-0.015497221052646615) | > avg_loss_disc_real_1: 0.21601393222808837 (+0.024365505576133734) | > avg_loss_disc_real_2: 0.20715965330600739 (+0.008194866776466359) | > avg_loss_disc_real_3: 0.2006918415427208 (-0.030621029436588287) | > avg_loss_disc_real_4: 0.1826384037733078 (-0.02232218086719512) | > avg_loss_disc_real_5: 0.21455296874046326 (-0.022081315517425537) | > avg_loss_0: 2.30818395614624 (-0.024105834960937766) | > avg_loss_gen: 2.545048379898071 (+0.022165489196777077) | > avg_loss_kl: 2.0272338151931764 (-0.03834187984466553) | > avg_loss_feat: 8.117223072052003 (+0.45637435913086044) | > avg_loss_mel: 14.467044639587403 (+0.10741882324218821) | > avg_loss_duration: 1.6342963218688964 (-0.0009939908981324574) | > avg_loss_1: 28.790846633911134 (+0.5466228485107436)  > EPOCH: 95/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 15:22:25)   --> TIME: 2025-02-20 15:22:34 -- STEP: 7/924 -- GLOBAL_STEP: 133650 | > loss_disc: 2.194979667663574 (2.3275316783360074) | > loss_disc_real_0: 0.17467069625854492 (0.13712342828512192) | > loss_disc_real_1: 0.20617881417274475 (0.20222716246332442) | > loss_disc_real_2: 0.22740256786346436 (0.2218684277364186) | > loss_disc_real_3: 0.21224360167980194 (0.20910816958972386) | > loss_disc_real_4: 0.22998422384262085 (0.21113999613693782) | > loss_disc_real_5: 0.2191244512796402 (0.21727171966007777) | > loss_0: 2.194979667663574 (2.3275316783360074) | > grad_norm_0: tensor(91.1695, device='cuda:0') (tensor(70.8812, device='cuda:0')) | > loss_gen: 3.1200203895568848 (2.76862679209028) | > loss_kl: 2.234718084335327 (2.264253173555647) | > loss_feat: 9.301872253417969 (8.411164828709193) | > loss_mel: 16.385385513305664 (15.42845971243722) | > loss_duration: 1.57603120803833 (1.5829530954360962) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.61802673339844 (30.45545768737793) | > grad_norm_1: tensor(1062.5168, device='cuda:0') (tensor(1216.7622, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.8974 (0.8835153579711914) | > loader_time: 0.0111 (0.011066675186157227)  --> TIME: 2025-02-20 15:23:18 -- STEP: 57/924 -- GLOBAL_STEP: 133700 | > loss_disc: 2.269967555999756 (2.265680083057337) | > loss_disc_real_0: 0.11633802950382233 (0.13406498926250562) | > loss_disc_real_1: 0.18139605224132538 (0.19120359159352487) | > loss_disc_real_2: 0.2282804697751999 (0.2044527060107181) | > loss_disc_real_3: 0.3109655976295471 (0.2093108808785154) | > loss_disc_real_4: 0.26926523447036743 (0.20979160697836624) | > loss_disc_real_5: 0.199243426322937 (0.20686348645310654) | > loss_0: 2.269967555999756 (2.265680083057337) | > grad_norm_0: tensor(66.8549, device='cuda:0') (tensor(61.6365, device='cuda:0')) | > loss_gen: 2.849822998046875 (2.762687971717433) | > loss_kl: 2.192176103591919 (2.174940558902004) | > loss_feat: 7.9518327713012695 (8.386511125062638) | > loss_mel: 14.046224594116211 (15.077090882418448) | > loss_duration: 1.582611322402954 (1.6066897647422658) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.62266731262207 (30.00792021500437) | > grad_norm_1: tensor(1339.0242, device='cuda:0') (tensor(926.9616, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.8834 (0.8743098493207965) | > loader_time: 0.011 (0.011243636148017749)  --> TIME: 2025-02-20 15:24:02 -- STEP: 107/924 -- GLOBAL_STEP: 133750 | > loss_disc: 2.287665367126465 (2.2460062860328467) | > loss_disc_real_0: 0.11035668104887009 (0.12961448332138148) | > loss_disc_real_1: 0.20452198386192322 (0.18989424226440002) | > loss_disc_real_2: 0.2084197849035263 (0.20314703951372165) | > loss_disc_real_3: 0.20171037316322327 (0.20832927580748764) | > loss_disc_real_4: 0.20368768274784088 (0.20915273012958954) | > loss_disc_real_5: 0.19539490342140198 (0.20444625448957782) | > loss_0: 2.287665367126465 (2.2460062860328467) | > grad_norm_0: tensor(80.1914, device='cuda:0') (tensor(64.7932, device='cuda:0')) | > loss_gen: 2.6888070106506348 (2.7776175191469283) | > loss_kl: 2.1434319019317627 (2.160515507805013) | > loss_feat: 8.210249900817871 (8.453505155082054) | > loss_mel: 15.677968978881836 (15.120146457279954) | > loss_duration: 1.5525758266448975 (1.6061763496042412) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.273033142089844 (30.117960885306385) | > grad_norm_1: tensor(695.4694, device='cuda:0') (tensor(948.3566, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.8733 (0.8720528968026705) | > loader_time: 0.0103 (0.01110523214964109)  --> TIME: 2025-02-20 15:24:47 -- STEP: 157/924 -- GLOBAL_STEP: 133800 | > loss_disc: 2.30908465385437 (2.2452499502024073) | > loss_disc_real_0: 0.08962738513946533 (0.12958627711435788) | > loss_disc_real_1: 0.20265629887580872 (0.1908915073248991) | > loss_disc_real_2: 0.2105223536491394 (0.20413290818405758) | > loss_disc_real_3: 0.23474626243114471 (0.20673540206092178) | > loss_disc_real_4: 0.21013584733009338 (0.20892546681841467) | > loss_disc_real_5: 0.18490323424339294 (0.2034832127155013) | > loss_0: 2.30908465385437 (2.2452499502024073) | > grad_norm_0: tensor(51.1530, device='cuda:0') (tensor(65.6021, device='cuda:0')) | > loss_gen: 2.59141206741333 (2.777146788919048) | > loss_kl: 2.107698917388916 (2.1527293844587483) | > loss_feat: 8.36823558807373 (8.44011152473983) | > loss_mel: 17.236709594726562 (15.069343560820169) | > loss_duration: 1.6264783143997192 (1.6073603971748585) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.93053436279297 (30.046691542218444) | > grad_norm_1: tensor(306.0842, device='cuda:0') (tensor(971.7677, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.8811 (0.8751237620213986) | > loader_time: 0.0104 (0.011084614285997524)  --> TIME: 2025-02-20 15:25:32 -- STEP: 207/924 -- GLOBAL_STEP: 133850 | > loss_disc: 2.2031381130218506 (2.2408708293656785) | > loss_disc_real_0: 0.1734752058982849 (0.12686973216309055) | > loss_disc_real_1: 0.15176057815551758 (0.19052500353343244) | > loss_disc_real_2: 0.23403730988502502 (0.20439232662680068) | > loss_disc_real_3: 0.22237223386764526 (0.20719176430057212) | > loss_disc_real_4: 0.23424018919467926 (0.2089641770158989) | > loss_disc_real_5: 0.17366985976696014 (0.20344977692705424) | > loss_0: 2.2031381130218506 (2.2408708293656785) | > grad_norm_0: tensor(99.6727, device='cuda:0') (tensor(65.3485, device='cuda:0')) | > loss_gen: 3.074280261993408 (2.7795286017339578) | > loss_kl: 2.379422903060913 (2.1598389759155867) | > loss_feat: 8.837472915649414 (8.44182157286122) | > loss_mel: 16.244619369506836 (15.086455423474886) | > loss_duration: 1.6489465236663818 (1.6053315821477172) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.18474197387695 (30.072976034044643) | > grad_norm_1: tensor(1177.9589, device='cuda:0') (tensor(987.3622, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.8789 (0.8753278647068041) | > loader_time: 0.0122 (0.011121771761760617)  --> TIME: 2025-02-20 15:26:16 -- STEP: 257/924 -- GLOBAL_STEP: 133900 | > loss_disc: 2.2281413078308105 (2.236939386634975) | > loss_disc_real_0: 0.09007497131824493 (0.12466047341837483) | > loss_disc_real_1: 0.21919573843479156 (0.19059388571444189) | > loss_disc_real_2: 0.20452989637851715 (0.20426597878162964) | > loss_disc_real_3: 0.2024737298488617 (0.20674525740545546) | > loss_disc_real_4: 0.21115702390670776 (0.20913067181750494) | > loss_disc_real_5: 0.1797133982181549 (0.20347069899627673) | > loss_0: 2.2281413078308105 (2.236939386634975) | > grad_norm_0: tensor(33.5140, device='cuda:0') (tensor(65.2637, device='cuda:0')) | > loss_gen: 2.808734178543091 (2.785309834239083) | > loss_kl: 2.036602258682251 (2.1493430615399127) | > loss_feat: 8.258965492248535 (8.45996191714987) | > loss_mel: 15.136066436767578 (15.118828766076943) | > loss_duration: 1.6300233602523804 (1.607150432664596) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.870391845703125 (30.120593898491173) | > grad_norm_1: tensor(1154.7455, device='cuda:0') (tensor(1014.3322, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.9299 (0.874952997215063) | > loader_time: 0.0136 (0.01113643534916384)  --> TIME: 2025-02-20 15:27:01 -- STEP: 307/924 -- GLOBAL_STEP: 133950 | > loss_disc: 2.1648237705230713 (2.243092128430593) | > loss_disc_real_0: 0.11250656843185425 (0.1267540705927225) | > loss_disc_real_1: 0.1997145563364029 (0.19038009080514068) | > loss_disc_real_2: 0.1910661906003952 (0.20413932553720016) | > loss_disc_real_3: 0.17005619406700134 (0.20711487060843536) | > loss_disc_real_4: 0.18745659291744232 (0.20878085649362993) | > loss_disc_real_5: 0.19856688380241394 (0.20435477846608485) | > loss_0: 2.1648237705230713 (2.243092128430593) | > grad_norm_0: tensor(23.5105, device='cuda:0') (tensor(63.5576, device='cuda:0')) | > loss_gen: 2.6098222732543945 (2.777205408978539) | > loss_kl: 2.164790391921997 (2.14901244290877) | > loss_feat: 8.41528606414795 (8.447648616877743) | > loss_mel: 15.157249450683594 (15.104315481279105) | > loss_duration: 1.6130053997039795 (1.6077310600187573) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.960153579711914 (30.085912928130806) | > grad_norm_1: tensor(695.4360, device='cuda:0') (tensor(993.5187, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.8477 (0.8758558908580569) | > loader_time: 0.0117 (0.011174429511402637)  --> TIME: 2025-02-20 15:27:46 -- STEP: 357/924 -- GLOBAL_STEP: 134000 | > loss_disc: 2.2280526161193848 (2.2456757461323447) | > loss_disc_real_0: 0.10709166526794434 (0.12842817914460883) | > loss_disc_real_1: 0.20056939125061035 (0.19088277287509922) | > loss_disc_real_2: 0.2142707109451294 (0.20368165178459235) | > loss_disc_real_3: 0.1973057985305786 (0.207089538834676) | > loss_disc_real_4: 0.20890921354293823 (0.20883347202582853) | > loss_disc_real_5: 0.24548855423927307 (0.20446904562935442) | > loss_0: 2.2280526161193848 (2.2456757461323447) | > grad_norm_0: tensor(47.0365, device='cuda:0') (tensor(61.8475, device='cuda:0')) | > loss_gen: 2.7835144996643066 (2.772440750057958) | > loss_kl: 1.9319921731948853 (2.15058404891765) | > loss_feat: 7.91014289855957 (8.440973414092499) | > loss_mel: 13.559442520141602 (15.12198188525288) | > loss_duration: 1.6302818059921265 (1.6083577934767352) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.815372467041016 (30.094337826683407) | > grad_norm_1: tensor(1007.2000, device='cuda:0') (tensor(984.1862, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.8726 (0.8769914362610889) | > loader_time: 0.0105 (0.011173861367361882) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_134000.pth  --> TIME: 2025-02-20 15:28:33 -- STEP: 407/924 -- GLOBAL_STEP: 134050 | > loss_disc: 2.406895637512207 (2.2485087784853843) | > loss_disc_real_0: 0.24630393087863922 (0.128976869010149) | > loss_disc_real_1: 0.18283100426197052 (0.19125132482379886) | > loss_disc_real_2: 0.1905982494354248 (0.20403111563121368) | > loss_disc_real_3: 0.21576093137264252 (0.2076247535115085) | > loss_disc_real_4: 0.22455807030200958 (0.20881577520757108) | > loss_disc_real_5: 0.22800973057746887 (0.20449064104504316) | > loss_0: 2.406895637512207 (2.2485087784853843) | > grad_norm_0: tensor(75.8679, device='cuda:0') (tensor(60.8378, device='cuda:0')) | > loss_gen: 2.7409260272979736 (2.766573615976282) | > loss_kl: 2.1300830841064453 (2.149716278258943) | > loss_feat: 7.304701805114746 (8.43161096385421) | > loss_mel: 13.62645435333252 (15.124270532875155) | > loss_duration: 1.5834406614303589 (1.6086668555215184) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.38560676574707 (30.080838196400634) | > grad_norm_1: tensor(828.0919, device='cuda:0') (tensor(988.9944, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.8857 (0.8780548092188355) | > loader_time: 0.0107 (0.011173528886837217)  --> TIME: 2025-02-20 15:29:18 -- STEP: 457/924 -- GLOBAL_STEP: 134100 | > loss_disc: 2.1292083263397217 (2.244951567451594) | > loss_disc_real_0: 0.07395543158054352 (0.1279262006038257) | > loss_disc_real_1: 0.17164887487888336 (0.191199128587345) | > loss_disc_real_2: 0.19281531870365143 (0.20402232595032627) | > loss_disc_real_3: 0.24457712471485138 (0.20735055866857066) | > loss_disc_real_4: 0.23024770617485046 (0.20867284793300753) | > loss_disc_real_5: 0.2056785225868225 (0.20402861948999326) | > loss_0: 2.1292083263397217 (2.244951567451594) | > grad_norm_0: tensor(56.5750, device='cuda:0') (tensor(60.8192, device='cuda:0')) | > loss_gen: 2.94541335105896 (2.7689961161081325) | > loss_kl: 1.9960801601409912 (2.1481825345454677) | > loss_feat: 8.572251319885254 (8.432407739125923) | > loss_mel: 14.756643295288086 (15.107466223985934) | > loss_duration: 1.624119520187378 (1.6084692937279166) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.894506454467773 (30.0655218829733) | > grad_norm_1: tensor(1181.8756, device='cuda:0') (tensor(987.5147, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.8812 (0.8779801837203278) | > loader_time: 0.0101 (0.011214718516076416)  --> TIME: 2025-02-20 15:30:03 -- STEP: 507/924 -- GLOBAL_STEP: 134150 | > loss_disc: 2.2084567546844482 (2.2429480813664093) | > loss_disc_real_0: 0.14033927023410797 (0.12792968985861564) | > loss_disc_real_1: 0.16585931181907654 (0.19080158771260008) | > loss_disc_real_2: 0.18562215566635132 (0.20396842212366637) | > loss_disc_real_3: 0.18821310997009277 (0.20682440803953883) | > loss_disc_real_4: 0.16835874319076538 (0.20862462096783302) | > loss_disc_real_5: 0.1909755915403366 (0.20362900303313014) | > loss_0: 2.2084567546844482 (2.2429480813664093) | > grad_norm_0: tensor(67.3760, device='cuda:0') (tensor(60.5037, device='cuda:0')) | > loss_gen: 2.7371108531951904 (2.7754788878401357) | > loss_kl: 2.018160581588745 (2.146369213888634) | > loss_feat: 9.254258155822754 (8.446991738012787) | > loss_mel: 15.954231262207031 (15.13347486161151) | > loss_duration: 1.6393516063690186 (1.6089547066058398) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.603111267089844 (30.111269388443386) | > grad_norm_1: tensor(1234.9978, device='cuda:0') (tensor(984.8134, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.916 (0.8785038135460848) | > loader_time: 0.0112 (0.011228944658057455)  --> TIME: 2025-02-20 15:30:48 -- STEP: 557/924 -- GLOBAL_STEP: 134200 | > loss_disc: 2.3379502296447754 (2.2411819837679765) | > loss_disc_real_0: 0.12944385409355164 (0.12760256383320584) | > loss_disc_real_1: 0.19992443919181824 (0.19062483990213813) | > loss_disc_real_2: 0.2253590226173401 (0.20372459851539756) | > loss_disc_real_3: 0.21749286353588104 (0.20690446963644113) | > loss_disc_real_4: 0.20658917725086212 (0.2088755468438301) | > loss_disc_real_5: 0.22074894607067108 (0.20369119698740207) | > loss_0: 2.3379502296447754 (2.2411819837679765) | > grad_norm_0: tensor(117.4106, device='cuda:0') (tensor(61.0050, device='cuda:0')) | > loss_gen: 2.6662912368774414 (2.7794607768580977) | > loss_kl: 2.070937395095825 (2.1493485705856807) | > loss_feat: 7.674218654632568 (8.458083956631121) | > loss_mel: 14.724912643432617 (15.132485420528392) | > loss_duration: 1.6333823204040527 (1.6091075380143824) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.769742965698242 (30.128486246352136) | > grad_norm_1: tensor(1289.6603, device='cuda:0') (tensor(992.3901, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.8943 (0.8784664965617591) | > loader_time: 0.0109 (0.011218966016649554)  --> TIME: 2025-02-20 15:31:32 -- STEP: 607/924 -- GLOBAL_STEP: 134250 | > loss_disc: 2.2434182167053223 (2.2421704679973025) | > loss_disc_real_0: 0.08263716846704483 (0.12774116600536825) | > loss_disc_real_1: 0.17264771461486816 (0.19067952839605504) | > loss_disc_real_2: 0.17242376506328583 (0.20387329674238425) | > loss_disc_real_3: 0.22485001385211945 (0.20679313263547486) | > loss_disc_real_4: 0.2030656933784485 (0.2089890538909683) | > loss_disc_real_5: 0.2186814248561859 (0.20389887580074234) | > loss_0: 2.2434182167053223 (2.2421704679973025) | > grad_norm_0: tensor(61.3703, device='cuda:0') (tensor(61.8552, device='cuda:0')) | > loss_gen: 2.718766689300537 (2.780577564160946) | > loss_kl: 2.3505892753601074 (2.152022199536471) | > loss_feat: 9.153433799743652 (8.45653648156507) | > loss_mel: 16.032276153564453 (15.13465564922603) | > loss_duration: 1.595097303390503 (1.6090972024879895) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.850162506103516 (30.13288907674824) | > grad_norm_1: tensor(491.3399, device='cuda:0') (tensor(987.9193, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.9167 (0.8780797886887728) | > loader_time: 0.0115 (0.011226820592236083)  --> TIME: 2025-02-20 15:32:17 -- STEP: 657/924 -- GLOBAL_STEP: 134300 | > loss_disc: 2.3547043800354004 (2.240317416336255) | > loss_disc_real_0: 0.1256653368473053 (0.12702597023372056) | > loss_disc_real_1: 0.16477809846401215 (0.19067617060114816) | > loss_disc_real_2: 0.18336713314056396 (0.2034443607568015) | > loss_disc_real_3: 0.22814489901065826 (0.2067802477645004) | > loss_disc_real_4: 0.2044827789068222 (0.20899616097932175) | > loss_disc_real_5: 0.2224896252155304 (0.20381597906940782) | > loss_0: 2.3547043800354004 (2.240317416336255) | > grad_norm_0: tensor(66.1616, device='cuda:0') (tensor(61.3017, device='cuda:0')) | > loss_gen: 2.568756341934204 (2.782213796037879) | > loss_kl: 2.2813057899475098 (2.1564218439105067) | > loss_feat: 7.791524887084961 (8.459006771830843) | > loss_mel: 14.351521492004395 (15.123962707171158) | > loss_duration: 1.595176100730896 (1.608920508323739) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.58828353881836 (30.130525609311086) | > grad_norm_1: tensor(679.6541, device='cuda:0') (tensor(994.2482, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.8403 (0.8779802848577862) | > loader_time: 0.0089 (0.01121461300726532)  --> TIME: 2025-02-20 15:33:02 -- STEP: 707/924 -- GLOBAL_STEP: 134350 | > loss_disc: 2.3294970989227295 (2.2387767638984792) | > loss_disc_real_0: 0.06532098352909088 (0.12678676320943322) | > loss_disc_real_1: 0.19808749854564667 (0.1906419829313962) | > loss_disc_real_2: 0.2205982655286789 (0.2032595579492658) | > loss_disc_real_3: 0.22284811735153198 (0.20653685899991472) | > loss_disc_real_4: 0.19197610020637512 (0.20885971997886937) | > loss_disc_real_5: 0.190133199095726 (0.20364906901264457) | > loss_0: 2.3294970989227295 (2.2387767638984792) | > grad_norm_0: tensor(40.7825, device='cuda:0') (tensor(61.8328, device='cuda:0')) | > loss_gen: 2.559436082839966 (2.786889940879637) | > loss_kl: 2.2576024532318115 (2.1570727651493535) | > loss_feat: 8.027117729187012 (8.475489827497336) | > loss_mel: 14.979740142822266 (15.133290656385192) | > loss_duration: 1.6254719495773315 (1.6089600240324309) | > amp_scaler: 128.0 (128.5431400282885) | > loss_1: 29.449369430541992 (30.16170319337319) | > grad_norm_1: tensor(1100.5850, device='cuda:0') (tensor(989.7040, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.9192 (0.8785564359883439) | > loader_time: 0.014 (0.011238507199321141)  --> TIME: 2025-02-20 15:33:47 -- STEP: 757/924 -- GLOBAL_STEP: 134400 | > loss_disc: 2.195291042327881 (2.2370165496710284) | > loss_disc_real_0: 0.19166134297847748 (0.1256901738055471) | > loss_disc_real_1: 0.19363754987716675 (0.19063969005681733) | > loss_disc_real_2: 0.20356449484825134 (0.2031096173954766) | > loss_disc_real_3: 0.22194616496562958 (0.20641232552585081) | > loss_disc_real_4: 0.22957120835781097 (0.2089344002060405) | > loss_disc_real_5: 0.21384990215301514 (0.20402345104608066) | > loss_0: 2.195291042327881 (2.2370165496710284) | > grad_norm_0: tensor(125.0867, device='cuda:0') (tensor(61.5695, device='cuda:0')) | > loss_gen: 3.0075221061706543 (2.7874046294818298) | > loss_kl: 2.151581048965454 (2.1575039688158197) | > loss_feat: 9.370024681091309 (8.480057191029879) | > loss_mel: 15.319390296936035 (15.140595418458886) | > loss_duration: 1.6155176162719727 (1.6089202308906747) | > amp_scaler: 128.0 (128.5072655217965) | > loss_1: 31.464035034179688 (30.174481403245007) | > grad_norm_1: tensor(1319.1526, device='cuda:0') (tensor(999.4124, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.9042 (0.8793772340923194) | > loader_time: 0.011 (0.011241235695238005)  --> TIME: 2025-02-20 15:34:31 -- STEP: 807/924 -- GLOBAL_STEP: 134450 | > loss_disc: 2.1650331020355225 (2.239168014963616) | > loss_disc_real_0: 0.14532561600208282 (0.1267068897832132) | > loss_disc_real_1: 0.18497206270694733 (0.19064201080370727) | > loss_disc_real_2: 0.2027900516986847 (0.20298194791083) | > loss_disc_real_3: 0.20439645648002625 (0.20642927423802754) | > loss_disc_real_4: 0.23606379330158234 (0.20905715131109678) | > loss_disc_real_5: 0.20511001348495483 (0.20429327336164207) | > loss_0: 2.1650331020355225 (2.239168014963616) | > grad_norm_0: tensor(47.8872, device='cuda:0') (tensor(60.9254, device='cuda:0')) | > loss_gen: 2.853708267211914 (2.7846913293391786) | > loss_kl: 2.1201589107513428 (2.1572744648400413) | > loss_feat: 8.257074356079102 (8.47735519952786) | > loss_mel: 15.881004333496094 (15.141008976223743) | > loss_duration: 1.5697021484375 (1.6089426664614765) | > amp_scaler: 128.0 (128.47583643122672) | > loss_1: 30.68164825439453 (30.169272582327125) | > grad_norm_1: tensor(1410.5753, device='cuda:0') (tensor(989.1893, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.8858 (0.8785410987991087) | > loader_time: 0.0133 (0.011228919176954915)  --> TIME: 2025-02-20 15:35:15 -- STEP: 857/924 -- GLOBAL_STEP: 134500 | > loss_disc: 2.230006217956543 (2.2391628999276105) | > loss_disc_real_0: 0.09466148912906647 (0.12663795113946053) | > loss_disc_real_1: 0.18296580016613007 (0.19072760973677763) | > loss_disc_real_2: 0.21669133007526398 (0.2031407850417401) | > loss_disc_real_3: 0.22996854782104492 (0.2064182242789375) | > loss_disc_real_4: 0.24747799336910248 (0.20901364381908674) | > loss_disc_real_5: 0.2043113112449646 (0.20424136229059378) | > loss_0: 2.230006217956543 (2.2391628999276105) | > grad_norm_0: tensor(38.9879, device='cuda:0') (tensor(60.9291, device='cuda:0')) | > loss_gen: 2.863417625427246 (2.7833724010783554) | > loss_kl: 2.242534637451172 (2.158817919021168) | > loss_feat: 8.734212875366211 (8.469175084469061) | > loss_mel: 14.155427932739258 (15.125526996866268) | > loss_duration: 1.565962553024292 (1.6086710795777541) | > amp_scaler: 128.0 (128.44807467911306) | > loss_1: 29.561555862426758 (30.145563426067838) | > grad_norm_1: tensor(1018.8780, device='cuda:0') (tensor(991.0123, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.894 (0.8777783648692323) | > loader_time: 0.0113 (0.011225509532274141)  --> TIME: 2025-02-20 15:35:59 -- STEP: 907/924 -- GLOBAL_STEP: 134550 | > loss_disc: 2.3353211879730225 (2.2363480110021263) | > loss_disc_real_0: 0.20851637423038483 (0.12627798805573925) | > loss_disc_real_1: 0.20769406855106354 (0.19056570345932236) | > loss_disc_real_2: 0.18654441833496094 (0.2028365655501333) | > loss_disc_real_3: 0.22472995519638062 (0.20630603389611193) | > loss_disc_real_4: 0.24309448897838593 (0.20889923270574084) | > loss_disc_real_5: 0.20600509643554688 (0.20384370646508287) | > loss_0: 2.3353211879730225 (2.2363480110021263) | > grad_norm_0: tensor(113.9239, device='cuda:0') (tensor(60.5886, device='cuda:0')) | > loss_gen: 2.7205283641815186 (2.785871594322818) | > loss_kl: 2.3093152046203613 (2.160388169109885) | > loss_feat: 8.647143363952637 (8.482220672851367) | > loss_mel: 16.60009765625 (15.144869818051305) | > loss_duration: 1.633424997329712 (1.608349446687835) | > amp_scaler: 128.0 (128.42337375964706) | > loss_1: 31.91050910949707 (30.181699653970366) | > grad_norm_1: tensor(1392.0704, device='cuda:0') (tensor(997.6132, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.8529 (0.8769144901498545) | > loader_time: 0.0115 (0.011209174842792418)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2387287616729736 (2.2387287616729736) | > loss_disc_real_0: 0.06014156714081764 (0.06014156714081764) | > loss_disc_real_1: 0.21152731776237488 (0.21152731776237488) | > loss_disc_real_2: 0.21250711381435394 (0.21250711381435394) | > loss_disc_real_3: 0.20382004976272583 (0.20382004976272583) | > loss_disc_real_4: 0.2143198698759079 (0.2143198698759079) | > loss_disc_real_5: 0.22574707865715027 (0.22574707865715027) | > loss_0: 2.2387287616729736 (2.2387287616729736) | > loss_gen: 2.511500597000122 (2.511500597000122) | > loss_kl: 1.947069764137268 (1.947069764137268) | > loss_feat: 8.789679527282715 (8.789679527282715) | > loss_mel: 15.159333229064941 (15.159333229064941) | > loss_duration: 1.6750884056091309 (1.6750884056091309) | > loss_1: 30.082674026489258 (30.082674026489258)  --> STEP: 1 | > loss_disc: 2.274482011795044 (2.274482011795044) | > loss_disc_real_0: 0.06724759936332703 (0.06724759936332703) | > loss_disc_real_1: 0.21929043531417847 (0.21929043531417847) | > loss_disc_real_2: 0.22138209640979767 (0.22138209640979767) | > loss_disc_real_3: 0.19240149855613708 (0.19240149855613708) | > loss_disc_real_4: 0.22505906224250793 (0.22505906224250793) | > loss_disc_real_5: 0.3021215796470642 (0.3021215796470642) | > loss_0: 2.274482011795044 (2.274482011795044) | > loss_gen: 2.594032049179077 (2.594032049179077) | > loss_kl: 2.089059591293335 (2.089059591293335) | > loss_feat: 8.043791770935059 (8.043791770935059) | > loss_mel: 13.939607620239258 (13.939607620239258) | > loss_duration: 1.674210548400879 (1.674210548400879) | > loss_1: 28.340702056884766 (28.340702056884766)  --> STEP: 2 | > loss_disc: 2.2980165481567383 (2.286249279975891) | > loss_disc_real_0: 0.06975115835666656 (0.0684993788599968) | > loss_disc_real_1: 0.24855685234069824 (0.23392364382743835) | > loss_disc_real_2: 0.22752125561237335 (0.2244516760110855) | > loss_disc_real_3: 0.2050153911113739 (0.1987084448337555) | > loss_disc_real_4: 0.2384152114391327 (0.2317371368408203) | > loss_disc_real_5: 0.24543778598308563 (0.2737796828150749) | > loss_0: 2.2980165481567383 (2.286249279975891) | > loss_gen: 2.59968638420105 (2.5968592166900635) | > loss_kl: 2.0574257373809814 (2.073242664337158) | > loss_feat: 8.187270164489746 (8.115530967712402) | > loss_mel: 14.684408187866211 (14.312007904052734) | > loss_duration: 1.5737345218658447 (1.6239725351333618) | > loss_1: 29.102523803710938 (28.72161293029785)  --> STEP: 3 | > loss_disc: 2.2277417182922363 (2.266746759414673) | > loss_disc_real_0: 0.11642219871282578 (0.08447365214427312) | > loss_disc_real_1: 0.22515812516212463 (0.23100180427233377) | > loss_disc_real_2: 0.21704913675785065 (0.2219841629266739) | > loss_disc_real_3: 0.20541957020759583 (0.2009454866250356) | > loss_disc_real_4: 0.21845346689224243 (0.22730924685796103) | > loss_disc_real_5: 0.21665425598621368 (0.25473787387212116) | > loss_0: 2.2277417182922363 (2.266746759414673) | > loss_gen: 2.6245548725128174 (2.606091101964315) | > loss_kl: 1.994764804840088 (2.0470833778381348) | > loss_feat: 8.584522247314453 (8.27186139424642) | > loss_mel: 15.103635787963867 (14.575883865356445) | > loss_duration: 1.657633900642395 (1.6351929903030396) | > loss_1: 29.965112686157227 (29.136112848917644)  --> STEP: 4 | > loss_disc: 2.30633282661438 (2.2766432762145996) | > loss_disc_real_0: 0.06105390936136246 (0.07861871644854546) | > loss_disc_real_1: 0.22863106429576874 (0.23040911927819252) | > loss_disc_real_2: 0.23677508533000946 (0.22568189352750778) | > loss_disc_real_3: 0.20286941528320312 (0.20142646878957748) | > loss_disc_real_4: 0.2458314746618271 (0.23193980380892754) | > loss_disc_real_5: 0.210416778922081 (0.24365760013461113) | > loss_0: 2.30633282661438 (2.2766432762145996) | > loss_gen: 2.5657215118408203 (2.595998704433441) | > loss_kl: 1.8169031143188477 (1.989538311958313) | > loss_feat: 8.338077545166016 (8.288415431976318) | > loss_mel: 14.138787269592285 (14.466609716415405) | > loss_duration: 1.7753393650054932 (1.670229583978653) | > loss_1: 28.634828567504883 (29.010791778564453)  --> STEP: 5 | > loss_disc: 1.9578125476837158 (2.212877130508423) | > loss_disc_real_0: 0.05156034603714943 (0.07320704236626625) | > loss_disc_real_1: 0.1966414451599121 (0.22365558445453643) | > loss_disc_real_2: 0.2229345291852951 (0.22513242065906525) | > loss_disc_real_3: 0.17758165299892426 (0.19665750563144685) | > loss_disc_real_4: 0.20761243999004364 (0.22707433104515076) | > loss_disc_real_5: 0.3482775390148163 (0.26458158791065217) | > loss_0: 1.9578125476837158 (2.212877130508423) | > loss_gen: 3.0416667461395264 (2.685132312774658) | > loss_kl: 1.8129096031188965 (1.9542125701904296) | > loss_feat: 9.364163398742676 (8.50356502532959) | > loss_mel: 16.967588424682617 (14.966805458068848) | > loss_duration: 1.554884672164917 (1.6471606016159057) | > loss_1: 32.7412109375 (29.756875610351564) --> EVAL PERFORMANCE | > avg_loader_time: 0.160227632522583 (+0.006705951690673839) | > avg_loss_disc: 2.212877130508423 (-0.09530682563781712) | > avg_loss_disc_real_0: 0.07320704236626625 (-0.05464672818779946) | > avg_loss_disc_real_1: 0.22365558445453643 (+0.0076416522264480535) | > avg_loss_disc_real_2: 0.22513242065906525 (+0.01797276735305786) | > avg_loss_disc_real_3: 0.19665750563144685 (-0.004034335911273945) | > avg_loss_disc_real_4: 0.22707433104515076 (+0.04443592727184295) | > avg_loss_disc_real_5: 0.26458158791065217 (+0.050028619170188915) | > avg_loss_0: 2.212877130508423 (-0.09530682563781712) | > avg_loss_gen: 2.685132312774658 (+0.14008393287658683) | > avg_loss_kl: 1.9542125701904296 (-0.07302124500274676) | > avg_loss_feat: 8.50356502532959 (+0.38634195327758647) | > avg_loss_mel: 14.966805458068848 (+0.4997608184814446) | > avg_loss_duration: 1.6471606016159057 (+0.012864279747009322) | > avg_loss_1: 29.756875610351564 (+0.9660289764404304)  > EPOCH: 96/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 15:36:23)   --> TIME: 2025-02-20 15:36:55 -- STEP: 33/924 -- GLOBAL_STEP: 134600 | > loss_disc: 2.20975923538208 (2.256468324950248) | > loss_disc_real_0: 0.13993887603282928 (0.12742425659389206) | > loss_disc_real_1: 0.22542846202850342 (0.19396995775627368) | > loss_disc_real_2: 0.23014135658740997 (0.20278762010010806) | > loss_disc_real_3: 0.2114277482032776 (0.2057238081187913) | > loss_disc_real_4: 0.18920046091079712 (0.20666364738435455) | > loss_disc_real_5: 0.19160333275794983 (0.20337337390943008) | > loss_0: 2.20975923538208 (2.256468324950248) | > grad_norm_0: tensor(38.6568, device='cuda:0') (tensor(59.8432, device='cuda:0')) | > loss_gen: 2.791822671890259 (2.7900810024955054) | > loss_kl: 2.1064958572387695 (2.194734963503751) | > loss_feat: 8.094789505004883 (8.502196875485508) | > loss_mel: 14.100337028503418 (15.229340842275908) | > loss_duration: 1.6286184787750244 (1.6048832192565456) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.722063064575195 (30.32123681270715) | > grad_norm_1: tensor(1010.3467, device='cuda:0') (tensor(918.8620, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.8667 (0.8890287081400553) | > loader_time: 0.0125 (0.01087010990489613)  --> TIME: 2025-02-20 15:37:39 -- STEP: 83/924 -- GLOBAL_STEP: 134650 | > loss_disc: 2.1476240158081055 (2.238274355968797) | > loss_disc_real_0: 0.16556353867053986 (0.12506838322403926) | > loss_disc_real_1: 0.18785792589187622 (0.19143707762999707) | > loss_disc_real_2: 0.16950877010822296 (0.20212737695280328) | > loss_disc_real_3: 0.22904598712921143 (0.20529464964407035) | > loss_disc_real_4: 0.18378956615924835 (0.20861191760344677) | > loss_disc_real_5: 0.2067354917526245 (0.20316120371761093) | > loss_0: 2.1476240158081055 (2.238274355968797) | > grad_norm_0: tensor(88.1483, device='cuda:0') (tensor(61.1455, device='cuda:0')) | > loss_gen: 2.8605408668518066 (2.787904997906053) | > loss_kl: 2.3688292503356934 (2.1902485899178377) | > loss_feat: 9.033693313598633 (8.527492201471903) | > loss_mel: 15.506897926330566 (15.231672045696213) | > loss_duration: 1.599121332168579 (1.6073708132088902) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.369081497192383 (30.344688576388073) | > grad_norm_1: tensor(1310.3584, device='cuda:0') (tensor(996.7629, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.8574 (0.8834642846900297) | > loader_time: 0.0104 (0.01106036714760654)  --> TIME: 2025-02-20 15:38:24 -- STEP: 133/924 -- GLOBAL_STEP: 134700 | > loss_disc: 2.175121545791626 (2.2426447097520175) | > loss_disc_real_0: 0.1189451739192009 (0.12838100644766845) | > loss_disc_real_1: 0.15123175084590912 (0.19105220681294463) | > loss_disc_real_2: 0.19390718638896942 (0.20240274855965062) | > loss_disc_real_3: 0.13795951008796692 (0.20510160183548032) | > loss_disc_real_4: 0.14507585763931274 (0.20868055544849626) | > loss_disc_real_5: 0.21007396280765533 (0.20365892731605617) | > loss_0: 2.175121545791626 (2.2426447097520175) | > grad_norm_0: tensor(81.0558, device='cuda:0') (tensor(58.6868, device='cuda:0')) | > loss_gen: 2.67989182472229 (2.775682060342086) | > loss_kl: 2.131295680999756 (2.157741953555802) | > loss_feat: 9.149177551269531 (8.482426840559883) | > loss_mel: 15.814592361450195 (15.194277017636407) | > loss_duration: 1.592292070388794 (1.6085552156419682) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.367250442504883 (30.218682955978508) | > grad_norm_1: tensor(1363.7695, device='cuda:0') (tensor(970.7438, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.8683 (0.8775598787723627) | > loader_time: 0.0101 (0.01106964555898107)  --> TIME: 2025-02-20 15:39:08 -- STEP: 183/924 -- GLOBAL_STEP: 134750 | > loss_disc: 2.366234302520752 (2.2356475624230394) | > loss_disc_real_0: 0.2261078804731369 (0.12659516841010324) | > loss_disc_real_1: 0.1839640885591507 (0.19046690775071334) | > loss_disc_real_2: 0.23191742599010468 (0.20263111135347292) | > loss_disc_real_3: 0.2018161416053772 (0.20539800358600305) | > loss_disc_real_4: 0.21528145670890808 (0.20834898036685798) | > loss_disc_real_5: 0.20808377861976624 (0.20381055519880492) | > loss_0: 2.366234302520752 (2.2356475624230394) | > grad_norm_0: tensor(114.4608, device='cuda:0') (tensor(58.9902, device='cuda:0')) | > loss_gen: 2.649576425552368 (2.781926153787497) | > loss_kl: 1.9853204488754272 (2.156053657088775) | > loss_feat: 7.6548848152160645 (8.476486542185802) | > loss_mel: 14.949703216552734 (15.151554654856197) | > loss_duration: 1.6095044612884521 (1.6066264630666844) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.848989486694336 (30.17264737196959) | > grad_norm_1: tensor(780.0347, device='cuda:0') (tensor(978.3256, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.8652 (0.8769737019564936) | > loader_time: 0.0149 (0.011102540896889942)  --> TIME: 2025-02-20 15:39:53 -- STEP: 233/924 -- GLOBAL_STEP: 134800 | > loss_disc: 2.2490906715393066 (2.227367437960252) | > loss_disc_real_0: 0.13846056163311005 (0.1239200837014827) | > loss_disc_real_1: 0.19843789935112 (0.1897327976037504) | > loss_disc_real_2: 0.20819620788097382 (0.20217282763110722) | > loss_disc_real_3: 0.20987901091575623 (0.20535724977822775) | > loss_disc_real_4: 0.22308212518692017 (0.20809616967076397) | > loss_disc_real_5: 0.21081556379795074 (0.20307839920848225) | > loss_0: 2.2490906715393066 (2.227367437960252) | > grad_norm_0: tensor(90.3875, device='cuda:0') (tensor(60.3516, device='cuda:0')) | > loss_gen: 2.858562469482422 (2.792523717675597) | > loss_kl: 2.3641855716705322 (2.163754042126078) | > loss_feat: 8.62593936920166 (8.500665558254257) | > loss_mel: 15.3937349319458 (15.132965476727792) | > loss_duration: 1.6240828037261963 (1.6077035834349274) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.866504669189453 (30.19761227947448) | > grad_norm_1: tensor(1416.4304, device='cuda:0') (tensor(979.7385, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.8425 (0.877114533354796) | > loader_time: 0.0092 (0.011045127467536107)  --> TIME: 2025-02-20 15:40:37 -- STEP: 283/924 -- GLOBAL_STEP: 134850 | > loss_disc: 2.1478829383850098 (2.2308219894503534) | > loss_disc_real_0: 0.11994507908821106 (0.12411178749831325) | > loss_disc_real_1: 0.20539765059947968 (0.19010650995763356) | > loss_disc_real_2: 0.22416283190250397 (0.2025497269819988) | > loss_disc_real_3: 0.21341510117053986 (0.20589069227026546) | > loss_disc_real_4: 0.20887592434883118 (0.20824596175246018) | > loss_disc_real_5: 0.2094910889863968 (0.20355050555387572) | > loss_0: 2.1478829383850098 (2.2308219894503534) | > grad_norm_0: tensor(67.9589, device='cuda:0') (tensor(60.8541, device='cuda:0')) | > loss_gen: 3.0223422050476074 (2.7906744892942603) | > loss_kl: 2.2397828102111816 (2.1632409196860376) | > loss_feat: 8.933562278747559 (8.471258938523146) | > loss_mel: 16.381114959716797 (15.085573304247099) | > loss_duration: 1.6419919729232788 (1.608389265124452) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.21879577636719 (30.11913682378223) | > grad_norm_1: tensor(1085.0652, device='cuda:0') (tensor(988.6767, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.8854 (0.8771652021172189) | > loader_time: 0.0108 (0.011039897325603364)  --> TIME: 2025-02-20 15:41:22 -- STEP: 333/924 -- GLOBAL_STEP: 134900 | > loss_disc: 2.1822266578674316 (2.235096622157741) | > loss_disc_real_0: 0.09041891247034073 (0.1269286827550637) | > loss_disc_real_1: 0.1972632259130478 (0.1899604852851088) | > loss_disc_real_2: 0.16384848952293396 (0.20238677866466062) | > loss_disc_real_3: 0.20034416019916534 (0.20578530533714703) | > loss_disc_real_4: 0.2072799950838089 (0.2082482568315558) | > loss_disc_real_5: 0.19645854830741882 (0.20300620749548032) | > loss_0: 2.1822266578674316 (2.235096622157741) | > grad_norm_0: tensor(49.8572, device='cuda:0') (tensor(61.0902, device='cuda:0')) | > loss_gen: 2.8396449089050293 (2.7929952445330923) | > loss_kl: 2.2745909690856934 (2.163607661430541) | > loss_feat: 9.065118789672852 (8.482457493160577) | > loss_mel: 15.963921546936035 (15.093056123177927) | > loss_duration: 1.6092350482940674 (1.6081836223602284) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.752511978149414 (30.140300080582904) | > grad_norm_1: tensor(918.5735, device='cuda:0') (tensor(962.3192, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.8311 (0.8781795780937949) | > loader_time: 0.0089 (0.01105273092115248)  --> TIME: 2025-02-20 15:42:08 -- STEP: 383/924 -- GLOBAL_STEP: 134950 | > loss_disc: 2.282561779022217 (2.2379229317757208) | > loss_disc_real_0: 0.14410774409770966 (0.1277408087650417) | > loss_disc_real_1: 0.2065230906009674 (0.19024693534050532) | > loss_disc_real_2: 0.19606304168701172 (0.20256504910577378) | > loss_disc_real_3: 0.20209161937236786 (0.20570464992492077) | > loss_disc_real_4: 0.22429989278316498 (0.20835704023782023) | > loss_disc_real_5: 0.19321656227111816 (0.2037983823071572) | > loss_0: 2.282561779022217 (2.2379229317757208) | > grad_norm_0: tensor(32.5113, device='cuda:0') (tensor(58.3406, device='cuda:0')) | > loss_gen: 2.8015456199645996 (2.7749741345099306) | > loss_kl: 2.161180257797241 (2.1629939879200784) | > loss_feat: 8.442235946655273 (8.448711252088021) | > loss_mel: 13.977564811706543 (15.09166776791565) | > loss_duration: 1.6946157217025757 (1.6082045527724613) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.077144622802734 (30.086551631399608) | > grad_norm_1: tensor(1024.1372, device='cuda:0') (tensor(936.2244, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.8784 (0.8796689167968907) | > loader_time: 0.0102 (0.011066171581377876)  --> TIME: 2025-02-20 15:42:53 -- STEP: 433/924 -- GLOBAL_STEP: 135000 | > loss_disc: 2.2517333030700684 (2.2385078941151386) | > loss_disc_real_0: 0.14287753403186798 (0.12715907035262147) | > loss_disc_real_1: 0.1846729815006256 (0.19030559654874557) | > loss_disc_real_2: 0.20292724668979645 (0.20330130166049373) | > loss_disc_real_3: 0.1973901391029358 (0.20593991572807355) | > loss_disc_real_4: 0.21629594266414642 (0.20868224862266085) | > loss_disc_real_5: 0.1736649125814438 (0.20346986624577854) | > loss_0: 2.2517333030700684 (2.2385078941151386) | > grad_norm_0: tensor(19.3304, device='cuda:0') (tensor(57.2978, device='cuda:0')) | > loss_gen: 2.6770219802856445 (2.777487425550853) | > loss_kl: 2.049093246459961 (2.1594901764915932) | > loss_feat: 7.2692999839782715 (8.448953358736093) | > loss_mel: 13.220409393310547 (15.093149707168685) | > loss_duration: 1.6283708810806274 (1.6082241334210359) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.844194412231445 (30.087304751812447) | > grad_norm_1: tensor(1078.0514, device='cuda:0') (tensor(931.1704, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.8469 (0.8798466163749782) | > loader_time: 0.0101 (0.011129969537395807) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_135000.pth  --> TIME: 2025-02-20 15:43:40 -- STEP: 483/924 -- GLOBAL_STEP: 135050 | > loss_disc: 2.140127420425415 (2.2365883534492657) | > loss_disc_real_0: 0.06525778770446777 (0.12716195855760187) | > loss_disc_real_1: 0.1899455338716507 (0.18999544878183683) | > loss_disc_real_2: 0.2283233255147934 (0.20328376042670104) | > loss_disc_real_3: 0.21287493407726288 (0.20583170896114528) | > loss_disc_real_4: 0.2388938069343567 (0.20866719437435302) | > loss_disc_real_5: 0.1542891561985016 (0.2032693370282033) | > loss_0: 2.140127420425415 (2.2365883534492657) | > grad_norm_0: tensor(96.4533, device='cuda:0') (tensor(57.6471, device='cuda:0')) | > loss_gen: 3.101933002471924 (2.7829998546505568) | > loss_kl: 2.1044371128082275 (2.157427215674894) | > loss_feat: 9.60029411315918 (8.477011460448383) | > loss_mel: 17.021455764770508 (15.12014781564906) | > loss_duration: 1.5869619846343994 (1.6076355071788488) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.41508102416992 (30.145221824724974) | > grad_norm_1: tensor(923.6697, device='cuda:0') (tensor(938.6198, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.8673 (0.8797976926246784) | > loader_time: 0.0143 (0.011172658908441204)  --> TIME: 2025-02-20 15:44:24 -- STEP: 533/924 -- GLOBAL_STEP: 135100 | > loss_disc: 2.218574047088623 (2.236124163273351) | > loss_disc_real_0: 0.07336167991161346 (0.12708612952178683) | > loss_disc_real_1: 0.1640510857105255 (0.18968300071263625) | > loss_disc_real_2: 0.19745853543281555 (0.20335125313690863) | > loss_disc_real_3: 0.1940596103668213 (0.20568586279258952) | > loss_disc_real_4: 0.1635301113128662 (0.20868766475573716) | > loss_disc_real_5: 0.18031923472881317 (0.20323752193916134) | > loss_0: 2.218574047088623 (2.236124163273351) | > grad_norm_0: tensor(29.3691, device='cuda:0') (tensor(57.3276, device='cuda:0')) | > loss_gen: 2.664144277572632 (2.7827998469068236) | > loss_kl: 2.07529878616333 (2.158137760734914) | > loss_feat: 9.028173446655273 (8.47658436204433) | > loss_mel: 15.91871452331543 (15.11920313092602) | > loss_duration: 1.6323168277740479 (1.608052732573217) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.318647384643555 (30.14477781327983) | > grad_norm_1: tensor(1246.2627, device='cuda:0') (tensor(933.8909, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.8631 (0.8795746222669588) | > loader_time: 0.0104 (0.01119593920895575)  --> TIME: 2025-02-20 15:45:09 -- STEP: 583/924 -- GLOBAL_STEP: 135150 | > loss_disc: 2.205883026123047 (2.235881781496272) | > loss_disc_real_0: 0.11634954810142517 (0.12677955385904566) | > loss_disc_real_1: 0.20332123339176178 (0.18958868763663544) | > loss_disc_real_2: 0.21880242228507996 (0.2032894041025006) | > loss_disc_real_3: 0.24845661222934723 (0.20567018813477594) | > loss_disc_real_4: 0.20495834946632385 (0.20884357183200414) | > loss_disc_real_5: 0.21409453451633453 (0.2033641921359515) | > loss_0: 2.205883026123047 (2.235881781496272) | > grad_norm_0: tensor(54.5655, device='cuda:0') (tensor(57.3142, device='cuda:0')) | > loss_gen: 3.0043015480041504 (2.781196405302803) | > loss_kl: 2.3382880687713623 (2.1546509040976467) | > loss_feat: 8.72769546508789 (8.460220642809592) | > loss_mel: 14.815409660339355 (15.079946475413406) | > loss_duration: 1.6118006706237793 (1.6079058369068906) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.497495651245117 (30.083920261258736) | > grad_norm_1: tensor(971.3355, device='cuda:0') (tensor(935.8289, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.8701 (0.8795225832924426) | > loader_time: 0.011 (0.011189857437107617)  --> TIME: 2025-02-20 15:45:54 -- STEP: 633/924 -- GLOBAL_STEP: 135200 | > loss_disc: 2.267897605895996 (2.236624846714554) | > loss_disc_real_0: 0.1326436698436737 (0.12642351449077344) | > loss_disc_real_1: 0.17699162662029266 (0.18982018181968813) | > loss_disc_real_2: 0.22997194528579712 (0.20339411991467427) | > loss_disc_real_3: 0.21574769914150238 (0.20578406817069372) | > loss_disc_real_4: 0.19746564328670502 (0.20888723105804238) | > loss_disc_real_5: 0.23297782242298126 (0.20341207779131812) | > loss_0: 2.267897605895996 (2.236624846714554) | > grad_norm_0: tensor(65.7618, device='cuda:0') (tensor(57.2168, device='cuda:0')) | > loss_gen: 2.8120408058166504 (2.782455360343293) | > loss_kl: 2.059769630432129 (2.157643646613869) | > loss_feat: 8.566611289978027 (8.46099642065087) | > loss_mel: 14.332991600036621 (15.084588939733038) | > loss_duration: 1.6211912631988525 (1.6073755259385787) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.39260482788086 (30.093059865219335) | > grad_norm_1: tensor(1297.3431, device='cuda:0') (tensor(943.0216, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.8644 (0.8801875988265726) | > loader_time: 0.0105 (0.011185041536087119)  --> TIME: 2025-02-20 15:46:39 -- STEP: 683/924 -- GLOBAL_STEP: 135250 | > loss_disc: 2.095905065536499 (2.238496835025826) | > loss_disc_real_0: 0.06300417333841324 (0.12640778078952586) | > loss_disc_real_1: 0.1647046059370041 (0.18998580132536083) | > loss_disc_real_2: 0.15475034713745117 (0.2034590366469646) | > loss_disc_real_3: 0.18858739733695984 (0.2059465397809296) | > loss_disc_real_4: 0.20856116712093353 (0.20917572768331447) | > loss_disc_real_5: 0.19624897837638855 (0.2035704512110917) | > loss_0: 2.095905065536499 (2.238496835025826) | > grad_norm_0: tensor(37.4762, device='cuda:0') (tensor(57.9297, device='cuda:0')) | > loss_gen: 2.815582036972046 (2.782824770074288) | > loss_kl: 2.086857557296753 (2.156349986049826) | > loss_feat: 9.36515998840332 (8.460629918390277) | > loss_mel: 15.486351013183594 (15.089127243176037) | > loss_duration: 1.5999946594238281 (1.6069942156008354) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.353946685791016 (30.095926106063374) | > grad_norm_1: tensor(1073.0909, device='cuda:0') (tensor(946.6655, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.9104 (0.8802163244864603) | > loader_time: 0.0112 (0.011166224193433381)  --> TIME: 2025-02-20 15:47:24 -- STEP: 733/924 -- GLOBAL_STEP: 135300 | > loss_disc: 2.2165756225585938 (2.237508762907364) | > loss_disc_real_0: 0.0873614251613617 (0.1258481146378942) | > loss_disc_real_1: 0.18579089641571045 (0.19003000070746226) | > loss_disc_real_2: 0.20466305315494537 (0.20348572741182586) | > loss_disc_real_3: 0.19734741747379303 (0.20594681278989235) | > loss_disc_real_4: 0.1826687902212143 (0.2091220518901924) | > loss_disc_real_5: 0.21304963529109955 (0.20373918864200108) | > loss_0: 2.2165756225585938 (2.237508762907364) | > grad_norm_0: tensor(28.5357, device='cuda:0') (tensor(57.6680, device='cuda:0')) | > loss_gen: 2.773949384689331 (2.783246880176121) | > loss_kl: 2.2117042541503906 (2.157954367739114) | > loss_feat: 7.9852471351623535 (8.465448574675056) | > loss_mel: 13.932379722595215 (15.100857039916077) | > loss_duration: 1.61334228515625 (1.606852706099922) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.516620635986328 (30.114359544699383) | > grad_norm_1: tensor(827.0523, device='cuda:0') (tensor(953.3924, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.9176 (0.8804831719496078) | > loader_time: 0.0112 (0.011169600128964886)  --> TIME: 2025-02-20 15:48:09 -- STEP: 783/924 -- GLOBAL_STEP: 135350 | > loss_disc: 2.171684503555298 (2.2367629214721623) | > loss_disc_real_0: 0.16819646954536438 (0.12560405231546) | > loss_disc_real_1: 0.1677853912115097 (0.19010642503946054) | > loss_disc_real_2: 0.19308015704154968 (0.20338716113399896) | > loss_disc_real_3: 0.19789005815982819 (0.20598397503867466) | > loss_disc_real_4: 0.21401600539684296 (0.20931821467775952) | > loss_disc_real_5: 0.24708573520183563 (0.20364633826764927) | > loss_0: 2.171684503555298 (2.2367629214721623) | > grad_norm_0: tensor(119.5968, device='cuda:0') (tensor(58.0501, device='cuda:0')) | > loss_gen: 2.9452245235443115 (2.784971997198929) | > loss_kl: 2.2079951763153076 (2.155609333195446) | > loss_feat: 8.662845611572266 (8.471328918047792) | > loss_mel: 15.638043403625488 (15.101825889499708) | > loss_duration: 1.575615644454956 (1.6072976546573754) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.02972412109375 (30.121033793969477) | > grad_norm_1: tensor(1495.9333, device='cuda:0') (tensor(955.7527, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.8503 (0.880410013223212) | > loader_time: 0.0109 (0.011185707564859416)  --> TIME: 2025-02-20 15:48:53 -- STEP: 833/924 -- GLOBAL_STEP: 135400 | > loss_disc: 2.3585445880889893 (2.2369355249519405) | > loss_disc_real_0: 0.09941644966602325 (0.12558061328111705) | > loss_disc_real_1: 0.18228180706501007 (0.1901103099103734) | > loss_disc_real_2: 0.21467511355876923 (0.20345605260470062) | > loss_disc_real_3: 0.20174595713615417 (0.20611746598477845) | > loss_disc_real_4: 0.22443833947181702 (0.20907756464392627) | > loss_disc_real_5: 0.20661766827106476 (0.2037725524098076) | > loss_0: 2.3585445880889893 (2.2369355249519405) | > grad_norm_0: tensor(13.2581, device='cuda:0') (tensor(58.4923, device='cuda:0')) | > loss_gen: 2.354919672012329 (2.786658618773588) | > loss_kl: 2.140648126602173 (2.1557585062528393) | > loss_feat: 7.445559024810791 (8.47201634369263) | > loss_mel: 13.577322006225586 (15.099906705006832) | > loss_duration: 1.6231745481491089 (1.6067516762240017) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.14162254333496 (30.121091854100037) | > grad_norm_1: tensor(636.7592, device='cuda:0') (tensor(953.5079, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.8371 (0.8793837394462485) | > loader_time: 0.0095 (0.011175362860598354)  --> TIME: 2025-02-20 15:49:37 -- STEP: 883/924 -- GLOBAL_STEP: 135450 | > loss_disc: 2.1102263927459717 (2.2358907768977474) | > loss_disc_real_0: 0.16720491647720337 (0.12525080395008115) | > loss_disc_real_1: 0.20365677773952484 (0.19004224564791522) | > loss_disc_real_2: 0.19462336599826813 (0.20345025868202538) | > loss_disc_real_3: 0.2055455446243286 (0.2060719688305904) | > loss_disc_real_4: 0.20018407702445984 (0.20896130695618428) | > loss_disc_real_5: 0.1959618479013443 (0.20356887589089612) | > loss_0: 2.1102263927459717 (2.2358907768977474) | > grad_norm_0: tensor(77.8844, device='cuda:0') (tensor(58.5380, device='cuda:0')) | > loss_gen: 3.12257981300354 (2.7896375845134713) | > loss_kl: 2.1815884113311768 (2.156503241032459) | > loss_feat: 9.39854907989502 (8.481034170865746) | > loss_mel: 16.709861755371094 (15.109145923757067) | > loss_duration: 1.5977494716644287 (1.606918323350519) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.01032638549805 (30.143239223268537) | > grad_norm_1: tensor(1121.8019, device='cuda:0') (tensor(961.0543, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.8591 (0.8791157913100004) | > loader_time: 0.0102 (0.011172591897396389)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2118723392486572 (2.2118723392486572) | > loss_disc_real_0: 0.06269297003746033 (0.06269297003746033) | > loss_disc_real_1: 0.18610726296901703 (0.18610726296901703) | > loss_disc_real_2: 0.21432244777679443 (0.21432244777679443) | > loss_disc_real_3: 0.19777429103851318 (0.19777429103851318) | > loss_disc_real_4: 0.18586139380931854 (0.18586139380931854) | > loss_disc_real_5: 0.17183203995227814 (0.17183203995227814) | > loss_0: 2.2118723392486572 (2.2118723392486572) | > loss_gen: 2.36868953704834 (2.36868953704834) | > loss_kl: 2.105546236038208 (2.105546236038208) | > loss_feat: 8.528337478637695 (8.528337478637695) | > loss_mel: 15.199793815612793 (15.199793815612793) | > loss_duration: 1.6513502597808838 (1.6513502597808838) | > loss_1: 29.853715896606445 (29.853715896606445)  --> STEP: 1 | > loss_disc: 2.4086427688598633 (2.4086427688598633) | > loss_disc_real_0: 0.09798775613307953 (0.09798775613307953) | > loss_disc_real_1: 0.2182994782924652 (0.2182994782924652) | > loss_disc_real_2: 0.24409914016723633 (0.24409914016723633) | > loss_disc_real_3: 0.20410430431365967 (0.20410430431365967) | > loss_disc_real_4: 0.19152326881885529 (0.19152326881885529) | > loss_disc_real_5: 0.18695612251758575 (0.18695612251758575) | > loss_0: 2.4086427688598633 (2.4086427688598633) | > loss_gen: 2.1656506061553955 (2.1656506061553955) | > loss_kl: 2.0322818756103516 (2.0322818756103516) | > loss_feat: 6.271671772003174 (6.271671772003174) | > loss_mel: 11.3573637008667 (11.3573637008667) | > loss_duration: 1.688565969467163 (1.688565969467163) | > loss_1: 23.515533447265625 (23.515533447265625)  --> STEP: 2 | > loss_disc: 2.243255376815796 (2.3259490728378296) | > loss_disc_real_0: 0.06834056228399277 (0.08316415920853615) | > loss_disc_real_1: 0.19727106392383575 (0.20778527110815048) | > loss_disc_real_2: 0.2135791778564453 (0.22883915901184082) | > loss_disc_real_3: 0.21792584657669067 (0.21101507544517517) | > loss_disc_real_4: 0.19240742921829224 (0.19196534901857376) | > loss_disc_real_5: 0.16016432642936707 (0.1735602244734764) | > loss_0: 2.243255376815796 (2.3259490728378296) | > loss_gen: 2.3828773498535156 (2.2742639780044556) | > loss_kl: 2.0871939659118652 (2.0597379207611084) | > loss_feat: 8.24132251739502 (7.256497144699097) | > loss_mel: 14.425666809082031 (12.891515254974365) | > loss_duration: 1.5796180963516235 (1.6340920329093933) | > loss_1: 28.716678619384766 (26.116106033325195)  --> STEP: 3 | > loss_disc: 2.355684757232666 (2.3358609676361084) | > loss_disc_real_0: 0.0766083300113678 (0.08097888280948003) | > loss_disc_real_1: 0.23215028643608093 (0.2159069428841273) | > loss_disc_real_2: 0.2445591688156128 (0.2340791622797648) | > loss_disc_real_3: 0.19758136570453644 (0.2065371721982956) | > loss_disc_real_4: 0.20417574048042297 (0.19603547950585684) | > loss_disc_real_5: 0.19883619248867035 (0.18198554714520773) | > loss_0: 2.355684757232666 (2.3358609676361084) | > loss_gen: 2.2914977073669434 (2.280008554458618) | > loss_kl: 1.9931340217590332 (2.03753662109375) | > loss_feat: 7.130033016204834 (7.214342435201009) | > loss_mel: 13.671712875366211 (13.151581128438314) | > loss_duration: 1.6545652151107788 (1.6409164269765217) | > loss_1: 26.740943908691406 (26.324385325113933)  --> STEP: 4 | > loss_disc: 2.377126455307007 (2.346177339553833) | > loss_disc_real_0: 0.06992094963788986 (0.07821439951658249) | > loss_disc_real_1: 0.20178300142288208 (0.212375957518816) | > loss_disc_real_2: 0.2226536124944687 (0.23122277483344078) | > loss_disc_real_3: 0.19084186851978302 (0.20261334627866745) | > loss_disc_real_4: 0.2028244435787201 (0.19773272052407265) | > loss_disc_real_5: 0.19602273404598236 (0.18549484387040138) | > loss_0: 2.377126455307007 (2.346177339553833) | > loss_gen: 2.167795419692993 (2.251955270767212) | > loss_kl: 2.023292303085327 (2.0339755415916443) | > loss_feat: 7.447582244873047 (7.2726523876190186) | > loss_mel: 13.866037368774414 (13.330195188522339) | > loss_duration: 1.7550384998321533 (1.6694469451904297) | > loss_1: 27.259746551513672 (26.558225631713867)  --> STEP: 5 | > loss_disc: 2.45713472366333 (2.3683688163757326) | > loss_disc_real_0: 0.07179734110832214 (0.07693098783493042) | > loss_disc_real_1: 0.22423918545246124 (0.21474860310554506) | > loss_disc_real_2: 0.2294360101222992 (0.23086542189121245) | > loss_disc_real_3: 0.19162617623806 (0.20041591227054595) | > loss_disc_real_4: 0.21655936539173126 (0.20149804949760436) | > loss_disc_real_5: 0.16618295013904572 (0.18163246512413025) | > loss_0: 2.45713472366333 (2.3683688163757326) | > loss_gen: 1.9960767030715942 (2.2007795572280884) | > loss_kl: 1.7273056507110596 (1.9726415634155274) | > loss_feat: 6.880180358886719 (7.194157981872559) | > loss_mel: 11.924986839294434 (13.049153518676757) | > loss_duration: 1.5314223766326904 (1.6418420314788817) | > loss_1: 24.05997085571289 (26.058574676513672) --> EVAL PERFORMANCE | > avg_loader_time: 0.15411248207092285 (-0.006115150451660167) | > avg_loss_disc: 2.3683688163757326 (+0.15549168586730966) | > avg_loss_disc_real_0: 0.07693098783493042 (+0.0037239454686641693) | > avg_loss_disc_real_1: 0.21474860310554506 (-0.008906981348991372) | > avg_loss_disc_real_2: 0.23086542189121245 (+0.005733001232147206) | > avg_loss_disc_real_3: 0.20041591227054595 (+0.003758406639099099) | > avg_loss_disc_real_4: 0.20149804949760436 (-0.025576281547546403) | > avg_loss_disc_real_5: 0.18163246512413025 (-0.08294912278652192) | > avg_loss_0: 2.3683688163757326 (+0.15549168586730966) | > avg_loss_gen: 2.2007795572280884 (-0.48435275554656965) | > avg_loss_kl: 1.9726415634155274 (+0.018428993225097834) | > avg_loss_feat: 7.194157981872559 (-1.3094070434570302) | > avg_loss_mel: 13.049153518676757 (-1.9176519393920906) | > avg_loss_duration: 1.6418420314788817 (-0.00531857013702397) | > avg_loss_1: 26.058574676513672 (-3.698300933837892)  > EPOCH: 97/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 15:50:22)   --> TIME: 2025-02-20 15:50:32 -- STEP: 9/924 -- GLOBAL_STEP: 135500 | > loss_disc: 2.332096815109253 (2.283144924375746) | > loss_disc_real_0: 0.24307386577129364 (0.17647639165321985) | > loss_disc_real_1: 0.19604693353176117 (0.19183617499139574) | > loss_disc_real_2: 0.18539592623710632 (0.19962691598468357) | > loss_disc_real_3: 0.24450798332691193 (0.20315169294675192) | > loss_disc_real_4: 0.21058109402656555 (0.2100872298081716) | > loss_disc_real_5: 0.2235603779554367 (0.188809088534779) | > loss_0: 2.332096815109253 (2.283144924375746) | > grad_norm_0: tensor(111.6526, device='cuda:0') (tensor(81.8924, device='cuda:0')) | > loss_gen: 2.6801414489746094 (2.7656605508592396) | > loss_kl: 2.0228471755981445 (2.1403628057903714) | > loss_feat: 7.022722244262695 (8.323608027564156) | > loss_mel: 13.276544570922852 (15.09817632039388) | > loss_duration: 1.6088461875915527 (1.5840193430582683) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.611101150512695 (29.911826663547092) | > grad_norm_1: tensor(685.1537, device='cuda:0') (tensor(844.5878, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.867 (0.8735589451260037) | > loader_time: 0.0114 (0.010521809260050455)  --> TIME: 2025-02-20 15:51:17 -- STEP: 59/924 -- GLOBAL_STEP: 135550 | > loss_disc: 2.269453525543213 (2.235183893623998) | > loss_disc_real_0: 0.10636201500892639 (0.12580921046309554) | > loss_disc_real_1: 0.1843537539243698 (0.18772350580005326) | > loss_disc_real_2: 0.20835494995117188 (0.20255209227739754) | > loss_disc_real_3: 0.18859058618545532 (0.20547945494368924) | > loss_disc_real_4: 0.19697724282741547 (0.20780605911198308) | > loss_disc_real_5: 0.19342730939388275 (0.20389011199191465) | > loss_0: 2.269453525543213 (2.235183893623998) | > grad_norm_0: tensor(34.1934, device='cuda:0') (tensor(64.3624, device='cuda:0')) | > loss_gen: 2.5339088439941406 (2.789874856754885) | > loss_kl: 1.993086338043213 (2.1610909175064603) | > loss_feat: 7.573771953582764 (8.424168231123582) | > loss_mel: 14.329292297363281 (14.993758524878551) | > loss_duration: 1.586974859237671 (1.604065440468869) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.01703453063965 (29.97295786970753) | > grad_norm_1: tensor(582.1618, device='cuda:0') (tensor(870.5579, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.8899 (0.8734826839576333) | > loader_time: 0.0118 (0.010961803339295468)  --> TIME: 2025-02-20 15:52:01 -- STEP: 109/924 -- GLOBAL_STEP: 135600 | > loss_disc: 2.2447657585144043 (2.2203969452359256) | > loss_disc_real_0: 0.0773622915148735 (0.12206879080435552) | > loss_disc_real_1: 0.18642103672027588 (0.18827696158251633) | > loss_disc_real_2: 0.18770210444927216 (0.20164206295932108) | > loss_disc_real_3: 0.1836811602115631 (0.20561194228469779) | > loss_disc_real_4: 0.18346460163593292 (0.20804011315927592) | > loss_disc_real_5: 0.19277356564998627 (0.2022831625894669) | > loss_0: 2.2447657585144043 (2.2203969452359256) | > grad_norm_0: tensor(27.0910, device='cuda:0') (tensor(64.6179, device='cuda:0')) | > loss_gen: 2.591403007507324 (2.8151619849948704) | > loss_kl: 1.9632772207260132 (2.16441754135517) | > loss_feat: 8.294525146484375 (8.554511870812926) | > loss_mel: 15.17108154296875 (15.076458607244929) | > loss_duration: 1.5831198692321777 (1.605026062475432) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.60340690612793 (30.21557592689444) | > grad_norm_1: tensor(1033.7148, device='cuda:0') (tensor(1000.5404, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.8738 (0.872593715650226) | > loader_time: 0.0103 (0.011121867993556031)  --> TIME: 2025-02-20 15:52:45 -- STEP: 159/924 -- GLOBAL_STEP: 135650 | > loss_disc: 2.3178482055664062 (2.218925657512257) | > loss_disc_real_0: 0.11204619705677032 (0.12166810244228105) | > loss_disc_real_1: 0.2051318734884262 (0.18851820730938104) | > loss_disc_real_2: 0.1919786036014557 (0.20160212606753952) | > loss_disc_real_3: 0.19332097470760345 (0.20507745341684838) | > loss_disc_real_4: 0.17594747245311737 (0.207754263338053) | > loss_disc_real_5: 0.19225895404815674 (0.20200220931251098) | > loss_0: 2.3178482055664062 (2.218925657512257) | > grad_norm_0: tensor(34.4179, device='cuda:0') (tensor(64.5686, device='cuda:0')) | > loss_gen: 2.6076197624206543 (2.813133727079667) | > loss_kl: 2.1406054496765137 (2.163584531478164) | > loss_feat: 7.51030969619751 (8.527004277931065) | > loss_mel: 14.966102600097656 (15.085253811482364) | > loss_duration: 1.5949617624282837 (1.604559733432794) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.819599151611328 (30.193536050664555) | > grad_norm_1: tensor(343.1740, device='cuda:0') (tensor(1002.8970, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.858 (0.8720149259147404) | > loader_time: 0.0097 (0.011073075000594998)  --> TIME: 2025-02-20 15:53:30 -- STEP: 209/924 -- GLOBAL_STEP: 135700 | > loss_disc: 2.1645500659942627 (2.2195437410801815) | > loss_disc_real_0: 0.13608892261981964 (0.12202377811644637) | > loss_disc_real_1: 0.15591803193092346 (0.18824609921594557) | > loss_disc_real_2: 0.21740736067295074 (0.20225627199884813) | > loss_disc_real_3: 0.22178028523921967 (0.2055174885184001) | > loss_disc_real_4: 0.2092699557542801 (0.20884345036944704) | > loss_disc_real_5: 0.2057221233844757 (0.2013741559103916) | > loss_0: 2.1645500659942627 (2.2195437410801815) | > grad_norm_0: tensor(41.7417, device='cuda:0') (tensor(65.7533, device='cuda:0')) | > loss_gen: 2.768972635269165 (2.817315108468088) | > loss_kl: 2.0206379890441895 (2.156503984802648) | > loss_feat: 8.444954872131348 (8.53968633989397) | > loss_mel: 15.391115188598633 (15.10600141589151) | > loss_duration: 1.6476547718048096 (1.6029844557839719) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.27333641052246 (30.22249130541058) | > grad_norm_1: tensor(788.8681, device='cuda:0') (tensor(999.6600, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.8897 (0.8727125380027807) | > loader_time: 0.0142 (0.011037097593243615)  --> TIME: 2025-02-20 15:54:14 -- STEP: 259/924 -- GLOBAL_STEP: 135750 | > loss_disc: 2.19134521484375 (2.224419225597016) | > loss_disc_real_0: 0.14776837825775146 (0.1229044264865658) | > loss_disc_real_1: 0.16870100796222687 (0.18885964287524057) | > loss_disc_real_2: 0.2077932059764862 (0.20271365379044454) | > loss_disc_real_3: 0.22121499478816986 (0.2055898568229786) | > loss_disc_real_4: 0.20876367390155792 (0.20943092408097388) | > loss_disc_real_5: 0.19622476398944855 (0.2016192504337856) | > loss_0: 2.19134521484375 (2.224419225597016) | > grad_norm_0: tensor(73.7140, device='cuda:0') (tensor(64.3367, device='cuda:0')) | > loss_gen: 3.047356128692627 (2.813255696683317) | > loss_kl: 2.2679758071899414 (2.149939063893323) | > loss_feat: 9.371476173400879 (8.521055727851884) | > loss_mel: 16.064876556396484 (15.10926679662756) | > loss_duration: 1.6165289878845215 (1.6045619866102359) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.36821365356445 (30.198079319073887) | > grad_norm_1: tensor(992.5342, device='cuda:0') (tensor(1023.0744, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.8911 (0.8725734732786201) | > loader_time: 0.0112 (0.011017875781850928)  --> TIME: 2025-02-20 15:54:59 -- STEP: 309/924 -- GLOBAL_STEP: 135800 | > loss_disc: 2.4000141620635986 (2.2217078185775927) | > loss_disc_real_0: 0.12560950219631195 (0.12182960977542748) | > loss_disc_real_1: 0.15407167375087738 (0.18922832767361575) | > loss_disc_real_2: 0.17032170295715332 (0.2027872609378451) | > loss_disc_real_3: 0.21405622363090515 (0.20548298573995477) | > loss_disc_real_4: 0.20670336484909058 (0.2086829106688113) | > loss_disc_real_5: 0.1960873007774353 (0.20119005576692356) | > loss_0: 2.4000141620635986 (2.2217078185775927) | > grad_norm_0: tensor(21.2492, device='cuda:0') (tensor(64.1429, device='cuda:0')) | > loss_gen: 2.5968575477600098 (2.813512498892628) | > loss_kl: 2.2781271934509277 (2.148392897979342) | > loss_feat: 8.455419540405273 (8.538135335669152) | > loss_mel: 14.589893341064453 (15.132219459632454) | > loss_duration: 1.562729001045227 (1.6045178664926572) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.4830265045166 (30.236778154342307) | > grad_norm_1: tensor(901.0317, device='cuda:0') (tensor(1018.6592, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.8946 (0.8749011550520616) | > loader_time: 0.0108 (0.011050042982626119)  --> TIME: 2025-02-20 15:55:44 -- STEP: 359/924 -- GLOBAL_STEP: 135850 | > loss_disc: 2.2520225048065186 (2.2211554419031394) | > loss_disc_real_0: 0.07019060850143433 (0.1218799091460479) | > loss_disc_real_1: 0.21150803565979004 (0.18972719213756678) | > loss_disc_real_2: 0.21239610016345978 (0.2027613561299519) | > loss_disc_real_3: 0.21787406504154205 (0.20518867331128923) | > loss_disc_real_4: 0.2101745307445526 (0.2086765832970733) | > loss_disc_real_5: 0.20465542376041412 (0.20088731458094128) | > loss_0: 2.2520225048065186 (2.2211554419031394) | > grad_norm_0: tensor(25.9055, device='cuda:0') (tensor(62.0423, device='cuda:0')) | > loss_gen: 2.6257436275482178 (2.8118304256609226) | > loss_kl: 2.0799684524536133 (2.1513700661220927) | > loss_feat: 7.894956588745117 (8.52584511589538) | > loss_mel: 14.322464942932129 (15.129524472696204) | > loss_duration: 1.6437182426452637 (1.605025519899671) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.566852569580078 (30.223595696239418) | > grad_norm_1: tensor(937.4947, device='cuda:0') (tensor(1015.6679, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.8372 (0.8762024571304534) | > loader_time: 0.0096 (0.0110892864322928)  --> TIME: 2025-02-20 15:56:29 -- STEP: 409/924 -- GLOBAL_STEP: 135900 | > loss_disc: 2.3551597595214844 (2.2224296348893566) | > loss_disc_real_0: 0.27575328946113586 (0.12095970274256611) | > loss_disc_real_1: 0.23641714453697205 (0.19025131925248284) | > loss_disc_real_2: 0.2069409191608429 (0.20295411508648792) | > loss_disc_real_3: 0.2210085391998291 (0.20546500760069097) | > loss_disc_real_4: 0.2272113412618637 (0.20911504801881922) | > loss_disc_real_5: 0.198446586728096 (0.20101218705218113) | > loss_0: 2.3551597595214844 (2.2224296348893566) | > grad_norm_0: tensor(88.7490, device='cuda:0') (tensor(62.8843, device='cuda:0')) | > loss_gen: 3.0244805812835693 (2.8164373691624127) | > loss_kl: 2.2750260829925537 (2.1505605122279423) | > loss_feat: 7.597590446472168 (8.53392526514663) | > loss_mel: 13.224518775939941 (15.116544096277511) | > loss_duration: 1.6178739070892334 (1.6055872166360794) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.739490509033203 (30.223054545432838) | > grad_norm_1: tensor(786.6011, device='cuda:0') (tensor(1017.9776, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.8943 (0.8767757281697467) | > loader_time: 0.0137 (0.011087162278975134)  --> TIME: 2025-02-20 15:57:14 -- STEP: 459/924 -- GLOBAL_STEP: 135950 | > loss_disc: 2.1419572830200195 (2.2212713515317026) | > loss_disc_real_0: 0.12137138098478317 (0.12028871339488133) | > loss_disc_real_1: 0.1740240454673767 (0.19055187309359672) | > loss_disc_real_2: 0.1837228536605835 (0.2033437784915397) | > loss_disc_real_3: 0.22002935409545898 (0.20551715768500345) | > loss_disc_real_4: 0.1795903891324997 (0.20909125336764423) | > loss_disc_real_5: 0.22821256518363953 (0.20039439314980392) | > loss_0: 2.1419572830200195 (2.2212713515317026) | > grad_norm_0: tensor(57.7851, device='cuda:0') (tensor(63.1214, device='cuda:0')) | > loss_gen: 3.010279417037964 (2.8215090423367903) | > loss_kl: 2.278761625289917 (2.152647984573265) | > loss_feat: 9.853899002075195 (8.545581770878199) | > loss_mel: 15.814178466796875 (15.133218247906056) | > loss_duration: 1.6301403045654297 (1.6053557619290155) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.587257385253906 (30.258312886057336) | > grad_norm_1: tensor(865.2907, device='cuda:0') (tensor(1012.2626, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.8788 (0.8769429981838385) | > loader_time: 0.0111 (0.01111611561577824)  --> TIME: 2025-02-20 15:57:59 -- STEP: 509/924 -- GLOBAL_STEP: 136000 | > loss_disc: 2.3234000205993652 (2.222524023946004) | > loss_disc_real_0: 0.12295880168676376 (0.12009093166861412) | > loss_disc_real_1: 0.20079706609249115 (0.19070853840391389) | > loss_disc_real_2: 0.18678799271583557 (0.20332508933801788) | > loss_disc_real_3: 0.19093886017799377 (0.20585413578685463) | > loss_disc_real_4: 0.21714754402637482 (0.20888589691436593) | > loss_disc_real_5: 0.21110014617443085 (0.20053731818447412) | > loss_0: 2.3234000205993652 (2.222524023946004) | > grad_norm_0: tensor(30.3949, device='cuda:0') (tensor(61.9527, device='cuda:0')) | > loss_gen: 2.485452175140381 (2.815637610047646) | > loss_kl: 2.117107391357422 (2.153955050676418) | > loss_feat: 6.939992904663086 (8.545167733737655) | > loss_mel: 13.276321411132812 (15.150187008975765) | > loss_duration: 1.56505286693573 (1.6052799292772364) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.383926391601562 (30.270227409767497) | > grad_norm_1: tensor(788.2568, device='cuda:0') (tensor(1002.6603, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.883 (0.878047922036971) | > loader_time: 0.0106 (0.01113119153470562) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_136000.pth  --> TIME: 2025-02-20 15:58:47 -- STEP: 559/924 -- GLOBAL_STEP: 136050 | > loss_disc: 2.2187557220458984 (2.2265138274228664) | > loss_disc_real_0: 0.12015067785978317 (0.12281242556110264) | > loss_disc_real_1: 0.1652771532535553 (0.19081823770389997) | > loss_disc_real_2: 0.21510379016399384 (0.2034703197760745) | > loss_disc_real_3: 0.1922043412923813 (0.20592194838259423) | > loss_disc_real_4: 0.21703490614891052 (0.2089776469791084) | > loss_disc_real_5: 0.2428901493549347 (0.20039801790057435) | > loss_0: 2.2187557220458984 (2.2265138274228664) | > grad_norm_0: tensor(63.4836, device='cuda:0') (tensor(62.6147, device='cuda:0')) | > loss_gen: 2.9883947372436523 (2.813492795009306) | > loss_kl: 2.035724401473999 (2.1540224756878903) | > loss_feat: 8.664127349853516 (8.529532750731917) | > loss_mel: 15.507596015930176 (15.141135775339198) | > loss_duration: 1.5862877368927002 (1.6055334138955542) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.78213119506836 (30.243717265257043) | > grad_norm_1: tensor(599.2130, device='cuda:0') (tensor(992.6669, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.8892 (0.8800887942100893) | > loader_time: 0.0109 (0.011114409656558773)  --> TIME: 2025-02-20 15:59:32 -- STEP: 609/924 -- GLOBAL_STEP: 136100 | > loss_disc: 2.197638511657715 (2.2260853807718726) | > loss_disc_real_0: 0.07393888384103775 (0.12293710819581655) | > loss_disc_real_1: 0.21396088600158691 (0.19071397226921638) | > loss_disc_real_2: 0.20189006626605988 (0.20342008045252136) | > loss_disc_real_3: 0.25270190834999084 (0.20583742644105635) | > loss_disc_real_4: 0.20011676847934723 (0.20889667019076724) | > loss_disc_real_5: 0.1744883954524994 (0.2005918934843419) | > loss_0: 2.197638511657715 (2.2260853807718726) | > grad_norm_0: tensor(42.9790, device='cuda:0') (tensor(62.2235, device='cuda:0')) | > loss_gen: 2.851015567779541 (2.811217129132626) | > loss_kl: 2.17622447013855 (2.154589102381751) | > loss_feat: 8.36394214630127 (8.524878479968526) | > loss_mel: 14.632303237915039 (15.12830465532876) | > loss_duration: 1.5918936729431152 (1.6052655987747395) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.615379333496094 (30.224255034097506) | > grad_norm_1: tensor(1130.6794, device='cuda:0') (tensor(995.2488, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.906 (0.8804499018564209) | > loader_time: 0.0127 (0.011108581655718418)  --> TIME: 2025-02-20 16:00:17 -- STEP: 659/924 -- GLOBAL_STEP: 136150 | > loss_disc: 2.2267839908599854 (2.2265826371443325) | > loss_disc_real_0: 0.08161863684654236 (0.12255546188318313) | > loss_disc_real_1: 0.20396016538143158 (0.19056681546980409) | > loss_disc_real_2: 0.17248877882957458 (0.20320379645853384) | > loss_disc_real_3: 0.2506115436553955 (0.20606279481705467) | > loss_disc_real_4: 0.265997052192688 (0.2089255662671712) | > loss_disc_real_5: 0.19049637019634247 (0.20110850989230658) | > loss_0: 2.2267839908599854 (2.2265826371443325) | > grad_norm_0: tensor(36.3535, device='cuda:0') (tensor(61.4298, device='cuda:0')) | > loss_gen: 2.9444947242736816 (2.8096039725724786) | > loss_kl: 2.2285163402557373 (2.1563009161145996) | > loss_feat: 9.006974220275879 (8.522943008289696) | > loss_mel: 14.564942359924316 (15.126870357935996) | > loss_duration: 1.653523564338684 (1.604955391022794) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.398452758789062 (30.220673736201793) | > grad_norm_1: tensor(1010.2040, device='cuda:0') (tensor(997.8028, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.8738 (0.8804935812045663) | > loader_time: 0.0111 (0.011078002058500944)  --> TIME: 2025-02-20 16:01:02 -- STEP: 709/924 -- GLOBAL_STEP: 136200 | > loss_disc: 2.136767864227295 (2.2269569072131574) | > loss_disc_real_0: 0.0763271301984787 (0.12218117327212615) | > loss_disc_real_1: 0.23122794926166534 (0.19070734035313053) | > loss_disc_real_2: 0.20244744420051575 (0.20334065948285918) | > loss_disc_real_3: 0.18701592087745667 (0.20621912305378604) | > loss_disc_real_4: 0.19742800295352936 (0.2088322519037047) | > loss_disc_real_5: 0.1880485713481903 (0.20124864741129994) | > loss_0: 2.136767864227295 (2.2269569072131574) | > grad_norm_0: tensor(42.7934, device='cuda:0') (tensor(61.6206, device='cuda:0')) | > loss_gen: 2.750181198120117 (2.81109171223069) | > loss_kl: 2.145674467086792 (2.1558656830377436) | > loss_feat: 7.888307094573975 (8.521256718548111) | > loss_mel: 13.973450660705566 (15.133410694568887) | > loss_duration: 1.5978708267211914 (1.604961662433716) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.355484008789062 (30.226586544967674) | > grad_norm_1: tensor(1221.1947, device='cuda:0') (tensor(997.4035, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.9007 (0.8811986345498283) | > loader_time: 0.0143 (0.011141390659240804)  --> TIME: 2025-02-20 16:01:47 -- STEP: 759/924 -- GLOBAL_STEP: 136250 | > loss_disc: 2.3434059619903564 (2.2302789518484523) | > loss_disc_real_0: 0.10818564891815186 (0.12347409244484424) | > loss_disc_real_1: 0.1921449601650238 (0.1908071206413868) | > loss_disc_real_2: 0.18639491498470306 (0.20329458012254192) | > loss_disc_real_3: 0.2001306414604187 (0.2062216300581126) | > loss_disc_real_4: 0.21300818026065826 (0.20896124896717316) | > loss_disc_real_5: 0.22272005677223206 (0.20154797050203724) | > loss_0: 2.3434059619903564 (2.2302789518484523) | > grad_norm_0: tensor(33.9461, device='cuda:0') (tensor(62.1830, device='cuda:0')) | > loss_gen: 2.5427629947662354 (2.811275970009163) | > loss_kl: 1.9866851568222046 (2.1579653599516706) | > loss_feat: 7.4094438552856445 (8.526369530221677) | > loss_mel: 14.35639762878418 (15.170298892989932) | > loss_duration: 1.6385022401809692 (1.6050838133091987) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.93379020690918 (30.270993636059668) | > grad_norm_1: tensor(952.8102, device='cuda:0') (tensor(992.0229, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.9051 (0.881465828308789) | > loader_time: 0.0116 (0.011170211988004296)  --> TIME: 2025-02-20 16:02:32 -- STEP: 809/924 -- GLOBAL_STEP: 136300 | > loss_disc: 2.0542774200439453 (2.231789072894933) | > loss_disc_real_0: 0.17161695659160614 (0.1243814639839239) | > loss_disc_real_1: 0.15887917578220367 (0.19078604147593384) | > loss_disc_real_2: 0.17917464673519135 (0.20341180386516758) | > loss_disc_real_3: 0.176003560423851 (0.20613519950540746) | > loss_disc_real_4: 0.18654413521289825 (0.20892772452424566) | > loss_disc_real_5: 0.15758492052555084 (0.20184231000608205) | > loss_0: 2.0542774200439453 (2.231789072894933) | > grad_norm_0: tensor(63.3707, device='cuda:0') (tensor(62.0156, device='cuda:0')) | > loss_gen: 2.9206387996673584 (2.806480572161776) | > loss_kl: 2.0957412719726562 (2.159124243392053) | > loss_feat: 9.181259155273438 (8.507523003261069) | > loss_mel: 15.099896430969238 (15.159191551255649) | > loss_duration: 1.6530537605285645 (1.60516808088984) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.95058822631836 (30.2374875100493) | > grad_norm_1: tensor(974.1636, device='cuda:0') (tensor(993.5488, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.8953 (0.8816061470800336) | > loader_time: 0.0112 (0.011189002778533064)  --> TIME: 2025-02-20 16:03:17 -- STEP: 859/924 -- GLOBAL_STEP: 136350 | > loss_disc: 2.229219436645508 (2.23126613552551) | > loss_disc_real_0: 0.1555953174829483 (0.12438295275076998) | > loss_disc_real_1: 0.22654841840267181 (0.1906565764140473) | > loss_disc_real_2: 0.25266578793525696 (0.20336987674930188) | > loss_disc_real_3: 0.208279088139534 (0.20602277420868828) | > loss_disc_real_4: 0.23962992429733276 (0.2088919568186727) | > loss_disc_real_5: 0.1865541785955429 (0.20188163348383614) | > loss_0: 2.229219436645508 (2.23126613552551) | > grad_norm_0: tensor(84.5055, device='cuda:0') (tensor(61.6982, device='cuda:0')) | > loss_gen: 2.8877196311950684 (2.804036967274197) | > loss_kl: 2.1740810871124268 (2.1578668712598224) | > loss_feat: 8.440884590148926 (8.512857801839255) | > loss_mel: 15.840545654296875 (15.174673892011187) | > loss_duration: 1.6440472602844238 (1.6049824310542544) | > amp_scaler: 128.0 (129.63911525029113) | > loss_1: 30.98727798461914 (30.25441803227204) | > grad_norm_1: tensor(1319.8624, device='cuda:0') (tensor(990.2670, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.8669 (0.88103716670426) | > loader_time: 0.0109 (0.01118615398029509)  --> TIME: 2025-02-20 16:04:01 -- STEP: 909/924 -- GLOBAL_STEP: 136400 | > loss_disc: 2.115938186645508 (2.2307243124224305) | > loss_disc_real_0: 0.1302565038204193 (0.12518758323900117) | > loss_disc_real_1: 0.18861761689186096 (0.19052291011521794) | > loss_disc_real_2: 0.21043117344379425 (0.2030582865177602) | > loss_disc_real_3: 0.20349127054214478 (0.20607243399612182) | > loss_disc_real_4: 0.176178976893425 (0.2088427593638532) | > loss_disc_real_5: 0.2107292264699936 (0.20171775460669436) | > loss_0: 2.115938186645508 (2.2307243124224305) | > grad_norm_0: tensor(67.2916, device='cuda:0') (tensor(61.7375, device='cuda:0')) | > loss_gen: 2.723970890045166 (2.8038608663284093) | > loss_kl: 2.299569606781006 (2.1581852247219295) | > loss_feat: 8.576651573181152 (8.521001341581592) | > loss_mel: 15.681485176086426 (15.19090364579976) | > loss_duration: 1.6195955276489258 (1.604856451483581) | > amp_scaler: 128.0 (129.54895489548963) | > loss_1: 30.90127182006836 (30.27880759706067) | > grad_norm_1: tensor(1097.9370, device='cuda:0') (tensor(987.3328, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.8948 (0.880821663947782) | > loader_time: 0.0109 (0.011176334093637327)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3597500324249268 (2.3597500324249268) | > loss_disc_real_0: 0.12685704231262207 (0.12685704231262207) | > loss_disc_real_1: 0.21340815722942352 (0.21340815722942352) | > loss_disc_real_2: 0.24435223639011383 (0.24435223639011383) | > loss_disc_real_3: 0.21337257325649261 (0.21337257325649261) | > loss_disc_real_4: 0.22868773341178894 (0.22868773341178894) | > loss_disc_real_5: 0.18377305567264557 (0.18377305567264557) | > loss_0: 2.3597500324249268 (2.3597500324249268) | > loss_gen: 2.519608497619629 (2.519608497619629) | > loss_kl: 2.0441489219665527 (2.0441489219665527) | > loss_feat: 7.287652969360352 (7.287652969360352) | > loss_mel: 12.678473472595215 (12.678473472595215) | > loss_duration: 1.6716573238372803 (1.6716573238372803) | > loss_1: 26.201541900634766 (26.201541900634766)  --> STEP: 1 | > loss_disc: 2.145432233810425 (2.145432233810425) | > loss_disc_real_0: 0.10563808679580688 (0.10563808679580688) | > loss_disc_real_1: 0.18471753597259521 (0.18471753597259521) | > loss_disc_real_2: 0.24723857641220093 (0.24723857641220093) | > loss_disc_real_3: 0.17383471131324768 (0.17383471131324768) | > loss_disc_real_4: 0.19747041165828705 (0.19747041165828705) | > loss_disc_real_5: 0.15356846153736115 (0.15356846153736115) | > loss_0: 2.145432233810425 (2.145432233810425) | > loss_gen: 2.682405710220337 (2.682405710220337) | > loss_kl: 2.021209239959717 (2.021209239959717) | > loss_feat: 8.862834930419922 (8.862834930419922) | > loss_mel: 15.323309898376465 (15.323309898376465) | > loss_duration: 1.6777957677841187 (1.6777957677841187) | > loss_1: 30.567556381225586 (30.567556381225586)  --> STEP: 2 | > loss_disc: 2.2558984756469727 (2.2006653547286987) | > loss_disc_real_0: 0.10605644434690475 (0.10584726557135582) | > loss_disc_real_1: 0.1933172047138214 (0.1890173703432083) | > loss_disc_real_2: 0.248216450214386 (0.24772751331329346) | > loss_disc_real_3: 0.19255676865577698 (0.18319573998451233) | > loss_disc_real_4: 0.22409175336360931 (0.21078108251094818) | > loss_disc_real_5: 0.19618210196495056 (0.17487528175115585) | > loss_0: 2.2558984756469727 (2.2006653547286987) | > loss_gen: 2.667527914047241 (2.674966812133789) | > loss_kl: 2.047995090484619 (2.034602165222168) | > loss_feat: 7.894598484039307 (8.378716707229614) | > loss_mel: 14.702991485595703 (15.013150691986084) | > loss_duration: 1.561898946762085 (1.6198473572731018) | > loss_1: 28.875011444091797 (29.72128391265869)  --> STEP: 3 | > loss_disc: 2.2358298301696777 (2.2123868465423584) | > loss_disc_real_0: 0.10669277608394623 (0.10612910240888596) | > loss_disc_real_1: 0.1702239066362381 (0.18275288244088492) | > loss_disc_real_2: 0.23878705501556396 (0.24474736054738364) | > loss_disc_real_3: 0.20061393082141876 (0.18900180359681448) | > loss_disc_real_4: 0.2055654078722 (0.20904252429803213) | > loss_disc_real_5: 0.15993820130825043 (0.16989625493685404) | > loss_0: 2.2358298301696777 (2.2123868465423584) | > loss_gen: 2.5714261531829834 (2.640453259150187) | > loss_kl: 2.122498035430908 (2.0639007886250815) | > loss_feat: 8.364949226379395 (8.374127546946207) | > loss_mel: 14.772047996520996 (14.932783126831055) | > loss_duration: 1.6546881198883057 (1.6314609448115032) | > loss_1: 29.48560905456543 (29.642725626627605)  --> STEP: 4 | > loss_disc: 2.402402400970459 (2.2598907351493835) | > loss_disc_real_0: 0.11674316972494125 (0.10878261923789978) | > loss_disc_real_1: 0.20343372225761414 (0.18792309239506721) | > loss_disc_real_2: 0.2497459203004837 (0.24599700048565865) | > loss_disc_real_3: 0.20655140280723572 (0.19338920339941978) | > loss_disc_real_4: 0.2065587192773819 (0.20842157304286957) | > loss_disc_real_5: 0.17292961478233337 (0.17065459489822388) | > loss_0: 2.402402400970459 (2.2598907351493835) | > loss_gen: 2.3493683338165283 (2.5676820278167725) | > loss_kl: 2.0810158252716064 (2.0681795477867126) | > loss_feat: 6.949558734893799 (8.017985343933105) | > loss_mel: 12.451190948486328 (14.312385082244873) | > loss_duration: 1.751537561416626 (1.6614800989627838) | > loss_1: 25.582672119140625 (28.62771224975586)  --> STEP: 5 | > loss_disc: 2.1201446056365967 (2.231941509246826) | > loss_disc_real_0: 0.09962236881256104 (0.10695056915283203) | > loss_disc_real_1: 0.17891114950180054 (0.18612070381641388) | > loss_disc_real_2: 0.19307222962379456 (0.23541204631328583) | > loss_disc_real_3: 0.12865902483463287 (0.1804431676864624) | > loss_disc_real_4: 0.28817930817604065 (0.22437312006950377) | > loss_disc_real_5: 0.1877545863389969 (0.17407459318637847) | > loss_0: 2.1201446056365967 (2.231941509246826) | > loss_gen: 2.6624646186828613 (2.5866385459899903) | > loss_kl: 1.8183753490447998 (2.0182187080383303) | > loss_feat: 9.410704612731934 (8.296529197692871) | > loss_mel: 16.699329376220703 (14.789773941040039) | > loss_duration: 1.5178337097167969 (1.6327508211135864) | > loss_1: 32.108707427978516 (29.323911285400392) --> EVAL PERFORMANCE | > avg_loader_time: 0.1570293426513672 (+0.0029168605804443526) | > avg_loss_disc: 2.231941509246826 (-0.1364273071289066) | > avg_loss_disc_real_0: 0.10695056915283203 (+0.03001958131790161) | > avg_loss_disc_real_1: 0.18612070381641388 (-0.028627899289131176) | > avg_loss_disc_real_2: 0.23541204631328583 (+0.004546624422073375) | > avg_loss_disc_real_3: 0.1804431676864624 (-0.019972744584083546) | > avg_loss_disc_real_4: 0.22437312006950377 (+0.022875070571899414) | > avg_loss_disc_real_5: 0.17407459318637847 (-0.007557871937751787) | > avg_loss_0: 2.231941509246826 (-0.1364273071289066) | > avg_loss_gen: 2.5866385459899903 (+0.38585898876190194) | > avg_loss_kl: 2.0182187080383303 (+0.04557714462280282) | > avg_loss_feat: 8.296529197692871 (+1.1023712158203125) | > avg_loss_mel: 14.789773941040039 (+1.740620422363282) | > avg_loss_duration: 1.6327508211135864 (-0.009091210365295366) | > avg_loss_1: 29.323911285400392 (+3.26533660888672)  > EPOCH: 98/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 16:04:23)   --> TIME: 2025-02-20 16:04:56 -- STEP: 35/924 -- GLOBAL_STEP: 136450 | > loss_disc: 2.43534779548645 (2.2128853457314626) | > loss_disc_real_0: 0.13036422431468964 (0.11879101310457502) | > loss_disc_real_1: 0.22722792625427246 (0.18997997173241205) | > loss_disc_real_2: 0.22103126347064972 (0.2001358015196664) | > loss_disc_real_3: 0.20960721373558044 (0.2069323514189039) | > loss_disc_real_4: 0.24189472198486328 (0.20586716192109245) | > loss_disc_real_5: 0.19978854060173035 (0.19998101506914412) | > loss_0: 2.43534779548645 (2.2128853457314626) | > grad_norm_0: tensor(52.4196, device='cuda:0') (tensor(64.8115, device='cuda:0')) | > loss_gen: 2.5092382431030273 (2.8143725190843853) | > loss_kl: 1.876240849494934 (2.109713908604213) | > loss_feat: 7.069271564483643 (8.50643265587943) | > loss_mel: 13.754768371582031 (15.220575877598353) | > loss_duration: 1.6571495532989502 (1.6039724690573556) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.866668701171875 (30.255067443847658) | > grad_norm_1: tensor(405.8901, device='cuda:0') (tensor(979.1952, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.8814 (0.8774470397404261) | > loader_time: 0.0104 (0.010986641475132534)  --> TIME: 2025-02-20 16:05:41 -- STEP: 85/924 -- GLOBAL_STEP: 136500 | > loss_disc: 2.3186111450195312 (2.22468357927659) | > loss_disc_real_0: 0.1387598067522049 (0.12282965722329477) | > loss_disc_real_1: 0.19059529900550842 (0.1891002753201653) | > loss_disc_real_2: 0.2325882613658905 (0.20166019131155574) | > loss_disc_real_3: 0.2136688083410263 (0.20558203756809235) | > loss_disc_real_4: 0.2404506951570511 (0.20840285262640784) | > loss_disc_real_5: 0.21395884454250336 (0.19996370638118074) | > loss_0: 2.3186111450195312 (2.22468357927659) | > grad_norm_0: tensor(78.1418, device='cuda:0') (tensor(64.7269, device='cuda:0')) | > loss_gen: 2.8272480964660645 (2.8201771343455597) | > loss_kl: 2.0083494186401367 (2.1146213040632347) | > loss_feat: 7.69844913482666 (8.558946833891024) | > loss_mel: 15.44144344329834 (15.238781233394848) | > loss_duration: 1.6286214590072632 (1.605404928151299) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.60411262512207 (30.337931374942556) | > grad_norm_1: tensor(779.3574, device='cuda:0') (tensor(964.7144, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.8672 (0.877538574443144) | > loader_time: 0.0138 (0.011345206989961516)  --> TIME: 2025-02-20 16:06:25 -- STEP: 135/924 -- GLOBAL_STEP: 136550 | > loss_disc: 2.3127126693725586 (2.2243928167555063) | > loss_disc_real_0: 0.1466730237007141 (0.12142982612605448) | > loss_disc_real_1: 0.18957875669002533 (0.18998177272302127) | > loss_disc_real_2: 0.18975546956062317 (0.2022965998561294) | > loss_disc_real_3: 0.2421560138463974 (0.2061384118265576) | > loss_disc_real_4: 0.2268492430448532 (0.20748210185103946) | > loss_disc_real_5: 0.20839117467403412 (0.2022744844357173) | > loss_0: 2.3127126693725586 (2.2243928167555063) | > grad_norm_0: tensor(61.8064, device='cuda:0') (tensor(64.7184, device='cuda:0')) | > loss_gen: 2.858520269393921 (2.8115089381182634) | > loss_kl: 2.3231873512268066 (2.128357701831393) | > loss_feat: 8.589993476867676 (8.52132694809525) | > loss_mel: 16.125062942504883 (15.237123913235134) | > loss_duration: 1.6200215816497803 (1.6064887505990488) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.516786575317383 (30.304806278370044) | > grad_norm_1: tensor(519.8091, device='cuda:0') (tensor(978.6728, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.8982 (0.8742546840950295) | > loader_time: 0.012 (0.011231526622065795)  --> TIME: 2025-02-20 16:07:10 -- STEP: 185/924 -- GLOBAL_STEP: 136600 | > loss_disc: 2.0039613246917725 (2.220252499709259) | > loss_disc_real_0: 0.056221190840005875 (0.12244880867970956) | > loss_disc_real_1: 0.13833527266979218 (0.18925350823917897) | > loss_disc_real_2: 0.17633597552776337 (0.2030907365921381) | > loss_disc_real_3: 0.17034299671649933 (0.2058533951237395) | > loss_disc_real_4: 0.2203959822654724 (0.2070557959981867) | > loss_disc_real_5: 0.1955350786447525 (0.20080345466330252) | > loss_0: 2.0039613246917725 (2.220252499709259) | > grad_norm_0: tensor(29.1421, device='cuda:0') (tensor(65.3637, device='cuda:0')) | > loss_gen: 2.9748501777648926 (2.830984245764244) | > loss_kl: 2.115236759185791 (2.1251872307545416) | > loss_feat: 9.343667030334473 (8.583708989942394) | > loss_mel: 15.782934188842773 (15.243984243032095) | > loss_duration: 1.6134754419326782 (1.6041510279114188) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.830163955688477 (30.38801577800029) | > grad_norm_1: tensor(895.2013, device='cuda:0') (tensor(959.8580, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.8752 (0.8743652047337712) | > loader_time: 0.0142 (0.011170601200413062)  --> TIME: 2025-02-20 16:07:55 -- STEP: 235/924 -- GLOBAL_STEP: 136650 | > loss_disc: 2.4922049045562744 (2.223521706398498) | > loss_disc_real_0: 0.18020597100257874 (0.1226119893345427) | > loss_disc_real_1: 0.24372878670692444 (0.19000700515635463) | > loss_disc_real_2: 0.23314298689365387 (0.2031301491438074) | > loss_disc_real_3: 0.23404325544834137 (0.2058108760321394) | > loss_disc_real_4: 0.2310130000114441 (0.20737488662942927) | > loss_disc_real_5: 0.27101701498031616 (0.20170881576994637) | > loss_0: 2.4922049045562744 (2.223521706398498) | > grad_norm_0: tensor(66.6245, device='cuda:0') (tensor(62.2796, device='cuda:0')) | > loss_gen: 2.435802459716797 (2.81412566063252) | > loss_kl: 2.003495931625366 (2.134977767822589) | > loss_feat: 6.734219551086426 (8.552167373007906) | > loss_mel: 13.088713645935059 (15.180875376437573) | > loss_duration: 1.6127631664276123 (1.6051260273507306) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.8749942779541 (30.287272213874978) | > grad_norm_1: tensor(1202.3018, device='cuda:0') (tensor(1002.9205, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.8627 (0.8778280004541925) | > loader_time: 0.0106 (0.01116314543054459)  --> TIME: 2025-02-20 16:08:40 -- STEP: 285/924 -- GLOBAL_STEP: 136700 | > loss_disc: 2.3591394424438477 (2.2329976198966053) | > loss_disc_real_0: 0.2543005347251892 (0.12679812293826487) | > loss_disc_real_1: 0.1964341253042221 (0.189781655031338) | > loss_disc_real_2: 0.20704904198646545 (0.20333402439167625) | > loss_disc_real_3: 0.20944742858409882 (0.20588982188910765) | > loss_disc_real_4: 0.220689594745636 (0.20770836001948312) | > loss_disc_real_5: 0.20107044279575348 (0.2022535760151713) | > loss_0: 2.3591394424438477 (2.2329976198966053) | > grad_norm_0: tensor(72.6432, device='cuda:0') (tensor(63.0492, device='cuda:0')) | > loss_gen: 2.734724283218384 (2.8009986057616127) | > loss_kl: 2.25679874420166 (2.129571859878405) | > loss_feat: 7.403635501861572 (8.497384954753665) | > loss_mel: 13.210563659667969 (15.123863976461845) | > loss_duration: 1.6106369495391846 (1.6060594964445682) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.216360092163086 (30.157878949349385) | > grad_norm_1: tensor(894.0137, device='cuda:0') (tensor(1021.9188, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.916 (0.8784573220370109) | > loader_time: 0.0118 (0.01115258534749349)  --> TIME: 2025-02-20 16:09:25 -- STEP: 335/924 -- GLOBAL_STEP: 136750 | > loss_disc: 2.0286612510681152 (2.232348140318002) | > loss_disc_real_0: 0.0911359041929245 (0.12617803703048333) | > loss_disc_real_1: 0.15854759514331818 (0.18966636929049413) | > loss_disc_real_2: 0.16022783517837524 (0.20277766652071655) | > loss_disc_real_3: 0.19408319890499115 (0.20630567527529015) | > loss_disc_real_4: 0.21643179655075073 (0.2079742776813792) | > loss_disc_real_5: 0.2103719413280487 (0.20277002569454827) | > loss_0: 2.0286612510681152 (2.232348140318002) | > grad_norm_0: tensor(54.5068, device='cuda:0') (tensor(61.7648, device='cuda:0')) | > loss_gen: 3.1069095134735107 (2.7938413733866687) | > loss_kl: 2.170198917388916 (2.136053997011324) | > loss_feat: 9.796378135681152 (8.488852156454053) | > loss_mel: 16.553550720214844 (15.115138708655515) | > loss_duration: 1.578719139099121 (1.605878673738508) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.20575714111328 (30.139764979348254) | > grad_norm_1: tensor(1359.9120, device='cuda:0') (tensor(1020.4979, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.9155 (0.8790768644702969) | > loader_time: 0.0105 (0.011146980968873902)  --> TIME: 2025-02-20 16:10:10 -- STEP: 385/924 -- GLOBAL_STEP: 136800 | > loss_disc: 2.238430976867676 (2.235756219517102) | > loss_disc_real_0: 0.1763792783021927 (0.1269626096955367) | > loss_disc_real_1: 0.18581905961036682 (0.18975403548835157) | > loss_disc_real_2: 0.21626316010951996 (0.20270264110007843) | > loss_disc_real_3: 0.17703834176063538 (0.20670508037913926) | > loss_disc_real_4: 0.17543882131576538 (0.20820456189768655) | > loss_disc_real_5: 0.1931723654270172 (0.2029348848315029) | > loss_0: 2.238430976867676 (2.235756219517102) | > grad_norm_0: tensor(79.0086, device='cuda:0') (tensor(62.5366, device='cuda:0')) | > loss_gen: 2.8626599311828613 (2.793918077047769) | > loss_kl: 2.0423455238342285 (2.1444740837270544) | > loss_feat: 8.997689247131348 (8.49711925704758) | > loss_mel: 15.169574737548828 (15.135845370106884) | > loss_duration: 1.5806503295898438 (1.6059114084615336) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.65291976928711 (30.17726826358151) | > grad_norm_1: tensor(1360.8706, device='cuda:0') (tensor(1001.6892, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.9036 (0.87971693447658) | > loader_time: 0.0093 (0.011195732091928465)  --> TIME: 2025-02-20 16:10:55 -- STEP: 435/924 -- GLOBAL_STEP: 136850 | > loss_disc: 2.3390135765075684 (2.236812151985605) | > loss_disc_real_0: 0.12752768397331238 (0.12665256424539387) | > loss_disc_real_1: 0.23113015294075012 (0.1899069986809259) | > loss_disc_real_2: 0.21922758221626282 (0.20299476813310866) | > loss_disc_real_3: 0.22006775438785553 (0.20680400215346234) | > loss_disc_real_4: 0.18657362461090088 (0.20872593868052822) | > loss_disc_real_5: 0.20594576001167297 (0.2032397787118781) | > loss_0: 2.3390135765075684 (2.236812151985605) | > grad_norm_0: tensor(59.0000, device='cuda:0') (tensor(62.5692, device='cuda:0')) | > loss_gen: 2.543605089187622 (2.7900860578164286) | > loss_kl: 2.322936773300171 (2.1428919712702394) | > loss_feat: 7.082571983337402 (8.48606912897922) | > loss_mel: 13.998180389404297 (15.141214309341606) | > loss_duration: 1.5488460063934326 (1.606062966379626) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.49614143371582 (30.16632448832194) | > grad_norm_1: tensor(331.9723, device='cuda:0') (tensor(1011.2254, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.9206 (0.8800766528337851) | > loader_time: 0.0108 (0.01121721048464721)  --> TIME: 2025-02-20 16:11:40 -- STEP: 485/924 -- GLOBAL_STEP: 136900 | > loss_disc: 2.280308246612549 (2.2376989590752965) | > loss_disc_real_0: 0.15927135944366455 (0.12734001493945565) | > loss_disc_real_1: 0.22886304557323456 (0.18977378702040798) | > loss_disc_real_2: 0.21099849045276642 (0.20305110452715883) | > loss_disc_real_3: 0.22110095620155334 (0.20683249029302103) | > loss_disc_real_4: 0.19962038099765778 (0.2085914978661488) | > loss_disc_real_5: 0.21243785321712494 (0.2032611998393364) | > loss_0: 2.280308246612549 (2.2376989590752965) | > grad_norm_0: tensor(77.2486, device='cuda:0') (tensor(62.5702, device='cuda:0')) | > loss_gen: 2.6417791843414307 (2.787144715024024) | > loss_kl: 2.2375681400299072 (2.1396016359329164) | > loss_feat: 7.277778148651123 (8.474551521379935) | > loss_mel: 14.222992897033691 (15.13430432388463) | > loss_duration: 1.6098287105560303 (1.6056077758061518) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.989946365356445 (30.141210021186122) | > grad_norm_1: tensor(1162.3916, device='cuda:0') (tensor(1009.1030, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.9098 (0.880217391436862) | > loader_time: 0.0112 (0.011216414835035191)  --> TIME: 2025-02-20 16:12:25 -- STEP: 535/924 -- GLOBAL_STEP: 136950 | > loss_disc: 2.273703098297119 (2.2371631087543786) | > loss_disc_real_0: 0.10374052077531815 (0.1267983076032077) | > loss_disc_real_1: 0.20329707860946655 (0.18963640518834654) | > loss_disc_real_2: 0.22341996431350708 (0.20291488123274296) | > loss_disc_real_3: 0.20887716114521027 (0.20679181758488446) | > loss_disc_real_4: 0.1959071010351181 (0.20872632808217378) | > loss_disc_real_5: 0.17137004435062408 (0.20325487590281768) | > loss_0: 2.273703098297119 (2.2371631087543786) | > grad_norm_0: tensor(22.7221, device='cuda:0') (tensor(62.3716, device='cuda:0')) | > loss_gen: 2.64717435836792 (2.79000650165237) | > loss_kl: 1.9925758838653564 (2.1374147649123234) | > loss_feat: 7.9420390129089355 (8.47475548057914) | > loss_mel: 14.563385009765625 (15.135206094189225) | > loss_duration: 1.6100749969482422 (1.6057722900515405) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.755250930786133 (30.143155163916475) | > grad_norm_1: tensor(432.7313, device='cuda:0') (tensor(1008.5990, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.8818 (0.8807689858374195) | > loader_time: 0.0111 (0.011198715406043511)  --> TIME: 2025-02-20 16:13:10 -- STEP: 585/924 -- GLOBAL_STEP: 137000 | > loss_disc: 2.2891194820404053 (2.235335220434724) | > loss_disc_real_0: 0.1246490478515625 (0.12631708697503446) | > loss_disc_real_1: 0.14087705314159393 (0.18969696574231498) | > loss_disc_real_2: 0.2097436487674713 (0.2027622867598493) | > loss_disc_real_3: 0.2097991704940796 (0.20670875529957627) | > loss_disc_real_4: 0.23770609498023987 (0.20861615574258008) | > loss_disc_real_5: 0.23618333041667938 (0.20309733233900157) | > loss_0: 2.2891194820404053 (2.235335220434724) | > grad_norm_0: tensor(104.6100, device='cuda:0') (tensor(62.3162, device='cuda:0')) | > loss_gen: 2.707732915878296 (2.7910334872384355) | > loss_kl: 2.0726442337036133 (2.135073451710557) | > loss_feat: 8.820230484008789 (8.47773587316531) | > loss_mel: 15.689770698547363 (15.123356832194531) | > loss_duration: 1.6381765604019165 (1.605642891541506) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.92855453491211 (30.132842557858197) | > grad_norm_1: tensor(995.2167, device='cuda:0') (tensor(1012.3733, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.8957 (0.8811316767309464) | > loader_time: 0.0169 (0.011223052098200875) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_137000.pth  --> TIME: 2025-02-20 16:13:57 -- STEP: 635/924 -- GLOBAL_STEP: 137050 | > loss_disc: 2.099358081817627 (2.235675883480881) | > loss_disc_real_0: 0.1410781443119049 (0.12705696022181984) | > loss_disc_real_1: 0.18487149477005005 (0.1897620297088398) | > loss_disc_real_2: 0.20609723031520844 (0.20236193805229008) | > loss_disc_real_3: 0.23400770127773285 (0.20674511557958247) | > loss_disc_real_4: 0.2217908799648285 (0.20870595363181407) | > loss_disc_real_5: 0.20663225650787354 (0.2031653658611568) | > loss_0: 2.099358081817627 (2.235675883480881) | > grad_norm_0: tensor(57.7221, device='cuda:0') (tensor(62.6414, device='cuda:0')) | > loss_gen: 3.021369218826294 (2.7919908531068804) | > loss_kl: 2.2082042694091797 (2.1349304910719815) | > loss_feat: 9.241414070129395 (8.482418598715729) | > loss_mel: 15.615757942199707 (15.132779866316188) | > loss_duration: 1.5879226922988892 (1.6050259531952273) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.67466926574707 (30.147145828487368) | > grad_norm_1: tensor(812.9695, device='cuda:0') (tensor(1012.5015, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.8906 (0.8809340473235121) | > loader_time: 0.0107 (0.011245475228377223)  --> TIME: 2025-02-20 16:14:42 -- STEP: 685/924 -- GLOBAL_STEP: 137100 | > loss_disc: 2.156620502471924 (2.2365747860748377) | > loss_disc_real_0: 0.1269763708114624 (0.1273375646041254) | > loss_disc_real_1: 0.16096988320350647 (0.1896198991006308) | > loss_disc_real_2: 0.19645658135414124 (0.20257469461347063) | > loss_disc_real_3: 0.22312720119953156 (0.20665463539805717) | > loss_disc_real_4: 0.2366204559803009 (0.20870294692742564) | > loss_disc_real_5: 0.21140901744365692 (0.20329887146932366) | > loss_0: 2.156620502471924 (2.2365747860748377) | > grad_norm_0: tensor(48.8373, device='cuda:0') (tensor(61.9066, device='cuda:0')) | > loss_gen: 2.947667121887207 (2.789828882078186) | > loss_kl: 2.2315025329589844 (2.1376585156378023) | > loss_feat: 8.639904022216797 (8.48024458154276) | > loss_mel: 15.194596290588379 (15.123615711796893) | > loss_duration: 1.6182554960250854 (1.6049573861769524) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.63192367553711 (30.136305144929537) | > grad_norm_1: tensor(1035.9614, device='cuda:0') (tensor(1004.0921, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.8865 (0.8808785149650851) | > loader_time: 0.0121 (0.011234771770282394)  --> TIME: 2025-02-20 16:15:27 -- STEP: 735/924 -- GLOBAL_STEP: 137150 | > loss_disc: 2.019570827484131 (2.2366638785316812) | > loss_disc_real_0: 0.08181368559598923 (0.12725163924754854) | > loss_disc_real_1: 0.18731439113616943 (0.18953201347062373) | > loss_disc_real_2: 0.19814817607402802 (0.20257959240147858) | > loss_disc_real_3: 0.18327295780181885 (0.20675316834125382) | > loss_disc_real_4: 0.21314041316509247 (0.2087168685635742) | > loss_disc_real_5: 0.19910405576229095 (0.2034399654184069) | > loss_0: 2.019570827484131 (2.2366638785316812) | > grad_norm_0: tensor(49.0007, device='cuda:0') (tensor(61.8051, device='cuda:0')) | > loss_gen: 3.124462604522705 (2.789827770440758) | > loss_kl: 1.9714611768722534 (2.1412391999951783) | > loss_feat: 10.710779190063477 (8.488858499332355) | > loss_mel: 16.79279136657715 (15.136959981593956) | > loss_duration: 1.5762243270874023 (1.6048192449167478) | > amp_scaler: 128.0 (128.0) | > loss_1: 34.17572021484375 (30.161704754991597) | > grad_norm_1: tensor(1056.5831, device='cuda:0') (tensor(1007.1857, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.9044 (0.8812260141178052) | > loader_time: 0.0142 (0.011263132095336928)  --> TIME: 2025-02-20 16:16:12 -- STEP: 785/924 -- GLOBAL_STEP: 137200 | > loss_disc: 2.345871925354004 (2.236932712451667) | > loss_disc_real_0: 0.07036712020635605 (0.12717057103943652) | > loss_disc_real_1: 0.1968347728252411 (0.1896410048387612) | > loss_disc_real_2: 0.1876952350139618 (0.20245918584097722) | > loss_disc_real_3: 0.21327853202819824 (0.2066965103339237) | > loss_disc_real_4: 0.2020401954650879 (0.2089521753560206) | > loss_disc_real_5: 0.17360065877437592 (0.20330665688605826) | > loss_0: 2.345871925354004 (2.236932712451667) | > grad_norm_0: tensor(58.6643, device='cuda:0') (tensor(61.5810, device='cuda:0')) | > loss_gen: 2.575707197189331 (2.7878695390786348) | > loss_kl: 1.8475944995880127 (2.1373544843333483) | > loss_feat: 8.465136528015137 (8.482243119379524) | > loss_mel: 16.344532012939453 (15.13641208843061) | > loss_duration: 1.5822813510894775 (1.6053823099014872) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.815250396728516 (30.149261600956034) | > grad_norm_1: tensor(1314.4528, device='cuda:0') (tensor(1007.5397, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.8132 (0.8820189293782421) | > loader_time: 0.0086 (0.01127580411874566)  --> TIME: 2025-02-20 16:16:57 -- STEP: 835/924 -- GLOBAL_STEP: 137250 | > loss_disc: 2.1825063228607178 (2.2361622243584267) | > loss_disc_real_0: 0.12187787890434265 (0.12691224210276555) | > loss_disc_real_1: 0.1996902972459793 (0.18956687721663604) | > loss_disc_real_2: 0.21373341977596283 (0.2024220935241905) | > loss_disc_real_3: 0.17030508816242218 (0.20653726649498505) | > loss_disc_real_4: 0.2086937427520752 (0.2087997581430538) | > loss_disc_real_5: 0.16992735862731934 (0.20323034772972862) | > loss_0: 2.1825063228607178 (2.2361622243584267) | > grad_norm_0: tensor(65.3299, device='cuda:0') (tensor(61.5172, device='cuda:0')) | > loss_gen: 2.8196423053741455 (2.7888570559952797) | > loss_kl: 2.2198357582092285 (2.137585794568771) | > loss_feat: 8.3028564453125 (8.482004088555993) | > loss_mel: 14.807969093322754 (15.138750087715195) | > loss_duration: 1.5999200344085693 (1.604976829226146) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.750225067138672 (30.152173918307184) | > grad_norm_1: tensor(1085.2449, device='cuda:0') (tensor(1007.9810, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.883 (0.8815471080962768) | > loader_time: 0.0109 (0.011286372910002762)  --> TIME: 2025-02-20 16:17:41 -- STEP: 885/924 -- GLOBAL_STEP: 137300 | > loss_disc: 2.2397825717926025 (2.235181410164484) | > loss_disc_real_0: 0.10719909518957138 (0.12636767402291296) | > loss_disc_real_1: 0.19227853417396545 (0.18941004621443772) | > loss_disc_real_2: 0.20850592851638794 (0.20249468286832173) | > loss_disc_real_3: 0.22361722588539124 (0.20650761253752944) | > loss_disc_real_4: 0.21798337996006012 (0.20888977655246432) | > loss_disc_real_5: 0.22725558280944824 (0.2032572721189025) | > loss_0: 2.2397825717926025 (2.235181410164484) | > grad_norm_0: tensor(29.6927, device='cuda:0') (tensor(61.2350, device='cuda:0')) | > loss_gen: 2.7176074981689453 (2.78991221761973) | > loss_kl: 2.086085557937622 (2.1379553921478553) | > loss_feat: 8.205695152282715 (8.488016731994982) | > loss_mel: 15.358278274536133 (15.150339500513454) | > loss_duration: 1.601454734802246 (1.6049859213963746) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.969120025634766 (30.171209828867077) | > grad_norm_1: tensor(440.5476, device='cuda:0') (tensor(1006.5076, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.916 (0.8812792117986301) | > loader_time: 0.0112 (0.011284363471855564)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4542038440704346 (2.4542038440704346) | > loss_disc_real_0: 0.09277387708425522 (0.09277387708425522) | > loss_disc_real_1: 0.1910843700170517 (0.1910843700170517) | > loss_disc_real_2: 0.1998339593410492 (0.1998339593410492) | > loss_disc_real_3: 0.23220133781433105 (0.23220133781433105) | > loss_disc_real_4: 0.27219605445861816 (0.27219605445861816) | > loss_disc_real_5: 0.23312626779079437 (0.23312626779079437) | > loss_0: 2.4542038440704346 (2.4542038440704346) | > loss_gen: 2.2805542945861816 (2.2805542945861816) | > loss_kl: 2.152604341506958 (2.152604341506958) | > loss_feat: 7.897305011749268 (7.897305011749268) | > loss_mel: 15.551797866821289 (15.551797866821289) | > loss_duration: 1.6783573627471924 (1.6783573627471924) | > loss_1: 29.560619354248047 (29.560619354248047)  --> STEP: 1 | > loss_disc: 2.3154664039611816 (2.3154664039611816) | > loss_disc_real_0: 0.07449707388877869 (0.07449707388877869) | > loss_disc_real_1: 0.19284290075302124 (0.19284290075302124) | > loss_disc_real_2: 0.1770322173833847 (0.1770322173833847) | > loss_disc_real_3: 0.20072251558303833 (0.20072251558303833) | > loss_disc_real_4: 0.24130795896053314 (0.24130795896053314) | > loss_disc_real_5: 0.2189931869506836 (0.2189931869506836) | > loss_0: 2.3154664039611816 (2.3154664039611816) | > loss_gen: 2.310483694076538 (2.310483694076538) | > loss_kl: 2.026013135910034 (2.026013135910034) | > loss_feat: 8.534588813781738 (8.534588813781738) | > loss_mel: 16.10651969909668 (16.10651969909668) | > loss_duration: 1.6839227676391602 (1.6839227676391602) | > loss_1: 30.661529541015625 (30.661529541015625)  --> STEP: 2 | > loss_disc: 2.393733263015747 (2.3545998334884644) | > loss_disc_real_0: 0.08096066117286682 (0.07772886753082275) | > loss_disc_real_1: 0.19304507970809937 (0.1929439902305603) | > loss_disc_real_2: 0.19446730613708496 (0.18574976176023483) | > loss_disc_real_3: 0.22119206190109253 (0.21095728874206543) | > loss_disc_real_4: 0.26474109292030334 (0.25302452594041824) | > loss_disc_real_5: 0.21446257829666138 (0.21672788262367249) | > loss_0: 2.393733263015747 (2.3545998334884644) | > loss_gen: 2.2956531047821045 (2.3030683994293213) | > loss_kl: 2.3443500995635986 (2.1851816177368164) | > loss_feat: 7.7271904945373535 (8.130889654159546) | > loss_mel: 14.679877281188965 (15.393198490142822) | > loss_duration: 1.5805256366729736 (1.632224202156067) | > loss_1: 28.62759780883789 (29.644563674926758)  --> STEP: 3 | > loss_disc: 2.286203145980835 (2.331800937652588) | > loss_disc_real_0: 0.08684419095516205 (0.08076730867226918) | > loss_disc_real_1: 0.17479994893074036 (0.18689597646395364) | > loss_disc_real_2: 0.18793736398220062 (0.1864789625008901) | > loss_disc_real_3: 0.21938678622245789 (0.21376712123552957) | > loss_disc_real_4: 0.25021082162857056 (0.2520866245031357) | > loss_disc_real_5: 0.19437383115291595 (0.20927653213342032) | > loss_0: 2.286203145980835 (2.331800937652588) | > loss_gen: 2.3456220626831055 (2.3172529538472495) | > loss_kl: 1.9424803256988525 (2.104281187057495) | > loss_feat: 8.039915084838867 (8.10056479771932) | > loss_mel: 14.839591026306152 (15.208662668863932) | > loss_duration: 1.6568124294281006 (1.6404202779134114) | > loss_1: 28.82442283630371 (29.371183395385742)  --> STEP: 4 | > loss_disc: 2.4295742511749268 (2.3562442660331726) | > loss_disc_real_0: 0.09634628146886826 (0.08466205187141895) | > loss_disc_real_1: 0.19687701761722565 (0.18939123675227165) | > loss_disc_real_2: 0.20685015618801117 (0.19157176092267036) | > loss_disc_real_3: 0.23376213014125824 (0.21876587346196175) | > loss_disc_real_4: 0.23773585259914398 (0.24849893152713776) | > loss_disc_real_5: 0.2289864420890808 (0.21420400962233543) | > loss_0: 2.4295742511749268 (2.3562442660331726) | > loss_gen: 2.1916208267211914 (2.285844922065735) | > loss_kl: 2.072150468826294 (2.096248507499695) | > loss_feat: 6.739254474639893 (7.760237216949463) | > loss_mel: 14.099493026733398 (14.931370258331299) | > loss_duration: 1.7482376098632812 (1.667374610900879) | > loss_1: 26.850757598876953 (28.741076946258545)  --> STEP: 5 | > loss_disc: 2.4223263263702393 (2.369460678100586) | > loss_disc_real_0: 0.10097610950469971 (0.0879248633980751) | > loss_disc_real_1: 0.1875891089439392 (0.18903081119060516) | > loss_disc_real_2: 0.20774853229522705 (0.1948071151971817) | > loss_disc_real_3: 0.1667536497116089 (0.20836342871189117) | > loss_disc_real_4: 0.2229461967945099 (0.24338838458061218) | > loss_disc_real_5: 0.1232231855392456 (0.19600784480571748) | > loss_0: 2.4223263263702393 (2.369460678100586) | > loss_gen: 1.979067325592041 (2.2244894027709963) | > loss_kl: 1.7518492937088013 (2.027368664741516) | > loss_feat: 6.849103927612305 (7.578010559082031) | > loss_mel: 14.253657341003418 (14.795827674865723) | > loss_duration: 1.5052955150604248 (1.6349587917327881) | > loss_1: 26.338972091674805 (28.2606559753418) --> EVAL PERFORMANCE | > avg_loader_time: 0.15899944305419922 (+0.00197010040283202) | > avg_loss_disc: 2.369460678100586 (+0.13751916885376003) | > avg_loss_disc_real_0: 0.0879248633980751 (-0.019025705754756927) | > avg_loss_disc_real_1: 0.18903081119060516 (+0.002910107374191284) | > avg_loss_disc_real_2: 0.1948071151971817 (-0.04060493111610414) | > avg_loss_disc_real_3: 0.20836342871189117 (+0.027920261025428772) | > avg_loss_disc_real_4: 0.24338838458061218 (+0.01901526451110841) | > avg_loss_disc_real_5: 0.19600784480571748 (+0.02193325161933901) | > avg_loss_0: 2.369460678100586 (+0.13751916885376003) | > avg_loss_gen: 2.2244894027709963 (-0.36214914321899405) | > avg_loss_kl: 2.027368664741516 (+0.009149956703185858) | > avg_loss_feat: 7.578010559082031 (-0.7185186386108402) | > avg_loss_mel: 14.795827674865723 (+0.006053733825684304) | > avg_loss_duration: 1.6349587917327881 (+0.002207970619201749) | > avg_loss_1: 28.2606559753418 (-1.0632553100585938)  > EPOCH: 99/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 16:18:24)   --> TIME: 2025-02-20 16:18:36 -- STEP: 11/924 -- GLOBAL_STEP: 137350 | > loss_disc: 2.2361204624176025 (2.2573259527033027) | > loss_disc_real_0: 0.12400790303945541 (0.1330085423859683) | > loss_disc_real_1: 0.1527787744998932 (0.1887011704119769) | > loss_disc_real_2: 0.20214909315109253 (0.20341395925391803) | > loss_disc_real_3: 0.23087799549102783 (0.2136255150491541) | > loss_disc_real_4: 0.21925103664398193 (0.21329202299768274) | > loss_disc_real_5: 0.16838252544403076 (0.1979782066561959) | > loss_0: 2.2361204624176025 (2.2573259527033027) | > grad_norm_0: tensor(43.2611, device='cuda:0') (tensor(55.3943, device='cuda:0')) | > loss_gen: 2.955594062805176 (2.7670462998476895) | > loss_kl: 2.0219082832336426 (2.159692894328724) | > loss_feat: 9.083733558654785 (8.136404384266246) | > loss_mel: 16.151548385620117 (14.752533652565695) | > loss_duration: 1.605959415435791 (1.5904502110047773) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.818742752075195 (29.40612688931552) | > grad_norm_1: tensor(1246.0505, device='cuda:0') (tensor(1088.4225, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.8959 (0.879769737070257) | > loader_time: 0.0126 (0.011428702961314808)  --> TIME: 2025-02-20 16:19:21 -- STEP: 61/924 -- GLOBAL_STEP: 137400 | > loss_disc: 2.246375560760498 (2.2257309194471007) | > loss_disc_real_0: 0.10351032018661499 (0.11769337323112568) | > loss_disc_real_1: 0.21561576426029205 (0.19110752251304564) | > loss_disc_real_2: 0.19886226952075958 (0.2063409512648817) | > loss_disc_real_3: 0.24603082239627838 (0.20666667990020063) | > loss_disc_real_4: 0.21071060001850128 (0.2087977640941495) | > loss_disc_real_5: 0.22831760346889496 (0.20229291622755957) | > loss_0: 2.246375560760498 (2.2257309194471007) | > grad_norm_0: tensor(43.2017, device='cuda:0') (tensor(54.2907, device='cuda:0')) | > loss_gen: 2.636918783187866 (2.803066238028104) | > loss_kl: 2.003314256668091 (2.152371576574983) | > loss_feat: 7.594632625579834 (8.465939060586402) | > loss_mel: 12.823725700378418 (15.039639551131451) | > loss_duration: 1.6293680667877197 (1.6053083744205412) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.687959671020508 (30.066324765564964) | > grad_norm_1: tensor(1265.1527, device='cuda:0') (tensor(1047.1582, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.889 (0.8833497821307573) | > loader_time: 0.0117 (0.011735400215524142)  --> TIME: 2025-02-20 16:20:06 -- STEP: 111/924 -- GLOBAL_STEP: 137450 | > loss_disc: 2.2409095764160156 (2.219092100590198) | > loss_disc_real_0: 0.07356633991003036 (0.12048877953543319) | > loss_disc_real_1: 0.21009871363639832 (0.18893296264850343) | > loss_disc_real_2: 0.19437722861766815 (0.20262802264711882) | > loss_disc_real_3: 0.20371423661708832 (0.2059871112709647) | > loss_disc_real_4: 0.18502837419509888 (0.20846568920590855) | > loss_disc_real_5: 0.1626228243112564 (0.20219673350587625) | > loss_0: 2.2409095764160156 (2.219092100590198) | > grad_norm_0: tensor(91.8605, device='cuda:0') (tensor(59.9694, device='cuda:0')) | > loss_gen: 2.7850918769836426 (2.8136691080557332) | > loss_kl: 2.0235652923583984 (2.1466551836546466) | > loss_feat: 8.07659912109375 (8.519425327713424) | > loss_mel: 14.643143653869629 (15.063284624804247) | > loss_duration: 1.636283040046692 (1.6043684879938762) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.164684295654297 (30.147402823508322) | > grad_norm_1: tensor(856.5055, device='cuda:0') (tensor(1057.0410, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.854 (0.8871964570638295) | > loader_time: 0.0108 (0.011486719320486258)  --> TIME: 2025-02-20 16:20:51 -- STEP: 161/924 -- GLOBAL_STEP: 137500 | > loss_disc: 2.3709192276000977 (2.218794769381884) | > loss_disc_real_0: 0.07868179678916931 (0.11920701140850228) | > loss_disc_real_1: 0.2105267196893692 (0.18920102123147953) | > loss_disc_real_2: 0.23586948215961456 (0.20258655783182344) | > loss_disc_real_3: 0.21557818353176117 (0.20615279369102502) | > loss_disc_real_4: 0.18584588170051575 (0.20819175715402047) | > loss_disc_real_5: 0.15964457392692566 (0.20218439233599242) | > loss_0: 2.3709192276000977 (2.218794769381884) | > grad_norm_0: tensor(39.4851, device='cuda:0') (tensor(62.1846, device='cuda:0')) | > loss_gen: 2.6003687381744385 (2.817059762729621) | > loss_kl: 2.0624420642852783 (2.1398747974300982) | > loss_feat: 8.316048622131348 (8.521573827873846) | > loss_mel: 14.717216491699219 (15.084714528196347) | > loss_duration: 1.6399376392364502 (1.6042272570710745) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.336013793945312 (30.16745023549714) | > grad_norm_1: tensor(1229.8497, device='cuda:0') (tensor(1053.7484, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.8709 (0.8862632194661205) | > loader_time: 0.0133 (0.011315473118183777)  --> TIME: 2025-02-20 16:21:36 -- STEP: 211/924 -- GLOBAL_STEP: 137550 | > loss_disc: 2.1587681770324707 (2.2272034561464573) | > loss_disc_real_0: 0.09637762606143951 (0.12105017310776417) | > loss_disc_real_1: 0.16084907948970795 (0.19014314678607958) | > loss_disc_real_2: 0.1682419329881668 (0.20252474492760067) | > loss_disc_real_3: 0.2285156100988388 (0.20650067974888317) | > loss_disc_real_4: 0.197950080037117 (0.20827986864964543) | > loss_disc_real_5: 0.165196031332016 (0.20291655415324802) | > loss_0: 2.1587681770324707 (2.2272034561464573) | > grad_norm_0: tensor(32.7652, device='cuda:0') (tensor(62.5871, device='cuda:0')) | > loss_gen: 2.933817148208618 (2.8093009921611767) | > loss_kl: 2.021695852279663 (2.1416078596883485) | > loss_feat: 9.21912956237793 (8.487187100812719) | > loss_mel: 15.580223083496094 (15.01362128958318) | > loss_duration: 1.5645509958267212 (1.602575873876635) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.319416046142578 (30.054293139850923) | > grad_norm_1: tensor(1100.8762, device='cuda:0') (tensor(1048.5165, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.8398 (0.88581175035775) | > loader_time: 0.0088 (0.01124294448237848)  --> TIME: 2025-02-20 16:22:21 -- STEP: 261/924 -- GLOBAL_STEP: 137600 | > loss_disc: 2.503972053527832 (2.2259295607892025) | > loss_disc_real_0: 0.07452253252267838 (0.12108107206636462) | > loss_disc_real_1: 0.22082988917827606 (0.1901164303223292) | > loss_disc_real_2: 0.22129832208156586 (0.2029884378800447) | > loss_disc_real_3: 0.2243957817554474 (0.2062594085018297) | > loss_disc_real_4: 0.2209034115076065 (0.20836225762906202) | > loss_disc_real_5: 0.19405464828014374 (0.20274706487454675) | > loss_0: 2.503972053527832 (2.2259295607892025) | > grad_norm_0: tensor(62.1005, device='cuda:0') (tensor(61.6657, device='cuda:0')) | > loss_gen: 2.3716282844543457 (2.8141734225539867) | > loss_kl: 2.172499179840088 (2.142511460516189) | > loss_feat: 7.027155876159668 (8.500012578635372) | > loss_mel: 13.754295349121094 (15.012631880369224) | > loss_duration: 1.5525398254394531 (1.6040270008803328) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.87811851501465 (30.0733563507197) | > grad_norm_1: tensor(910.5417, device='cuda:0') (tensor(1059.1725, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.8886 (0.8849899403436886) | > loader_time: 0.0104 (0.011210471734233283)  --> TIME: 2025-02-20 16:23:06 -- STEP: 311/924 -- GLOBAL_STEP: 137650 | > loss_disc: 2.052158832550049 (2.2286537280036707) | > loss_disc_real_0: 0.09590476751327515 (0.12158257528612468) | > loss_disc_real_1: 0.1890246570110321 (0.19064543389047453) | > loss_disc_real_2: 0.23301267623901367 (0.20316422867238335) | > loss_disc_real_3: 0.18044665455818176 (0.20622851893641175) | > loss_disc_real_4: 0.21982407569885254 (0.2084535956382752) | > loss_disc_real_5: 0.20282575488090515 (0.20366031688509267) | > loss_0: 2.052158832550049 (2.2286537280036707) | > grad_norm_0: tensor(67.5171, device='cuda:0') (tensor(62.5856, device='cuda:0')) | > loss_gen: 2.991124153137207 (2.814465473702482) | > loss_kl: 2.04248046875 (2.1497078490027293) | > loss_feat: 10.070072174072266 (8.524711938532985) | > loss_mel: 16.770610809326172 (15.08409220459377) | > loss_duration: 1.634342908859253 (1.6035222957371902) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.508628845214844 (30.17649977460168) | > grad_norm_1: tensor(1330.0787, device='cuda:0') (tensor(1059.2777, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.8949 (0.885161938774624) | > loader_time: 0.011 (0.011255278081372624)  --> TIME: 2025-02-20 16:23:52 -- STEP: 361/924 -- GLOBAL_STEP: 137700 | > loss_disc: 2.204721212387085 (2.2320493545558633) | > loss_disc_real_0: 0.08674279600381851 (0.12278636500569592) | > loss_disc_real_1: 0.16620905697345734 (0.19037590780581795) | > loss_disc_real_2: 0.22508466243743896 (0.20321806175556872) | > loss_disc_real_3: 0.19463370740413666 (0.20628805124198302) | > loss_disc_real_4: 0.256899356842041 (0.20847071876486256) | > loss_disc_real_5: 0.23488296568393707 (0.20399875753143817) | > loss_0: 2.204721212387085 (2.2320493545558633) | > grad_norm_0: tensor(20.5721, device='cuda:0') (tensor(62.9380, device='cuda:0')) | > loss_gen: 2.8202223777770996 (2.8084245362110054) | > loss_kl: 2.1349310874938965 (2.1497655350745903) | > loss_feat: 9.013260841369629 (8.50772753712873) | > loss_mel: 14.38617992401123 (15.076672030948206) | > loss_duration: 1.6115543842315674 (1.604065246859416) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.966148376464844 (30.14665490570491) | > grad_norm_1: tensor(652.5939, device='cuda:0') (tensor(1063.8804, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.8835 (0.8855773385541921) | > loader_time: 0.0126 (0.011254650734137965)  --> TIME: 2025-02-20 16:24:37 -- STEP: 411/924 -- GLOBAL_STEP: 137750 | > loss_disc: 2.142792224884033 (2.235688311340163) | > loss_disc_real_0: 0.10481394082307816 (0.12290906015140007) | > loss_disc_real_1: 0.1998165398836136 (0.19057632710811864) | > loss_disc_real_2: 0.20421089231967926 (0.20329647871989698) | > loss_disc_real_3: 0.20385286211967468 (0.2065909809077163) | > loss_disc_real_4: 0.20685355365276337 (0.20853074739739266) | > loss_disc_real_5: 0.21097415685653687 (0.20413743670114345) | > loss_0: 2.142792224884033 (2.235688311340163) | > grad_norm_0: tensor(88.7517, device='cuda:0') (tensor(63.7861, device='cuda:0')) | > loss_gen: 2.936540126800537 (2.80158482270809) | > loss_kl: 1.950362205505371 (2.1470967777744154) | > loss_feat: 8.607337951660156 (8.483934009162166) | > loss_mel: 15.34854793548584 (15.061793199710893) | > loss_duration: 1.6063623428344727 (1.604204467323285) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.44915008544922 (30.098613293501582) | > grad_norm_1: tensor(1341.9259, device='cuda:0') (tensor(1052.7316, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.8968 (0.8854724432720175) | > loader_time: 0.0111 (0.01126895913822518)  --> TIME: 2025-02-20 16:25:22 -- STEP: 461/924 -- GLOBAL_STEP: 137800 | > loss_disc: 2.0511460304260254 (2.2313696712320117) | > loss_disc_real_0: 0.0596180334687233 (0.12162331372919673) | > loss_disc_real_1: 0.17884325981140137 (0.19060055517193553) | > loss_disc_real_2: 0.21726414561271667 (0.2032588750059331) | > loss_disc_real_3: 0.19255505502223969 (0.2065036134580211) | > loss_disc_real_4: 0.22058241069316864 (0.2084835232467817) | > loss_disc_real_5: 0.17577573657035828 (0.20353744710732954) | > loss_0: 2.0511460304260254 (2.2313696712320117) | > grad_norm_0: tensor(33.0480, device='cuda:0') (tensor(62.5169, device='cuda:0')) | > loss_gen: 3.050964593887329 (2.804249366814038) | > loss_kl: 2.069941759109497 (2.1488775027806764) | > loss_feat: 9.542078018188477 (8.497560709003753) | > loss_mel: 16.717721939086914 (15.073239796073732) | > loss_duration: 1.5958373546600342 (1.6040703024626297) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.97654342651367 (30.127997656964947) | > grad_norm_1: tensor(1271.9407, device='cuda:0') (tensor(1056.9340, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.8928 (0.8863094783915356) | > loader_time: 0.0104 (0.011286830178051868)  --> TIME: 2025-02-20 16:26:07 -- STEP: 511/924 -- GLOBAL_STEP: 137850 | > loss_disc: 2.122432231903076 (2.2312606370145787) | > loss_disc_real_0: 0.06988420337438583 (0.12171789975344785) | > loss_disc_real_1: 0.1951199471950531 (0.19063973368497278) | > loss_disc_real_2: 0.22229576110839844 (0.20309094518947976) | > loss_disc_real_3: 0.1961422562599182 (0.20640661009020536) | > loss_disc_real_4: 0.20710612833499908 (0.20864244782294783) | > loss_disc_real_5: 0.18256565928459167 (0.20341057454303285) | > loss_0: 2.122432231903076 (2.2312606370145787) | > grad_norm_0: tensor(37.5080, device='cuda:0') (tensor(62.9236, device='cuda:0')) | > loss_gen: 2.760263442993164 (2.8039400932140293) | > loss_kl: 2.2940595149993896 (2.15284368226673) | > loss_feat: 8.418323516845703 (8.498265514635046) | > loss_mel: 14.35774040222168 (15.076797291257376) | > loss_duration: 1.6256742477416992 (1.6040388634993374) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.45606231689453 (30.135885447671967) | > grad_norm_1: tensor(1126.1372, device='cuda:0') (tensor(1059.9659, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.8892 (0.8864269522538157) | > loader_time: 0.0109 (0.011277613574511387)  --> TIME: 2025-02-20 16:26:52 -- STEP: 561/924 -- GLOBAL_STEP: 137900 | > loss_disc: 2.2834863662719727 (2.23379448815888) | > loss_disc_real_0: 0.09888315200805664 (0.12272857587100562) | > loss_disc_real_1: 0.22681553661823273 (0.190622281369466) | > loss_disc_real_2: 0.21411505341529846 (0.20329527163781796) | > loss_disc_real_3: 0.218815416097641 (0.20638995831450463) | > loss_disc_real_4: 0.23891617357730865 (0.2087275254110177) | > loss_disc_real_5: 0.20136210322380066 (0.20356566757760589) | > loss_0: 2.2834863662719727 (2.23379448815888) | > grad_norm_0: tensor(63.2929, device='cuda:0') (tensor(62.5497, device='cuda:0')) | > loss_gen: 2.714019775390625 (2.7993093280656214) | > loss_kl: 2.203256368637085 (2.1501495857289785) | > loss_feat: 8.052878379821777 (8.482639657834834) | > loss_mel: 14.388035774230957 (15.062430240678703) | > loss_duration: 1.573699712753296 (1.6041836275348904) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.9318904876709 (30.098712424755945) | > grad_norm_1: tensor(1057.9462, device='cuda:0') (tensor(1054.6499, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.8809 (0.886236373540977) | > loader_time: 0.0104 (0.011297914858595364)  --> TIME: 2025-02-20 16:27:37 -- STEP: 611/924 -- GLOBAL_STEP: 137950 | > loss_disc: 2.2338016033172607 (2.2328806426833374) | > loss_disc_real_0: 0.126666858792305 (0.122743680469582) | > loss_disc_real_1: 0.16337469220161438 (0.19036143735270647) | > loss_disc_real_2: 0.18916401267051697 (0.20314685902794527) | > loss_disc_real_3: 0.21368025243282318 (0.20652815677628) | > loss_disc_real_4: 0.21450680494308472 (0.2087192160798368) | > loss_disc_real_5: 0.21459722518920898 (0.2031534617788079) | > loss_0: 2.2338016033172607 (2.2328806426833374) | > grad_norm_0: tensor(112.6283, device='cuda:0') (tensor(62.8693, device='cuda:0')) | > loss_gen: 2.799579381942749 (2.800449026391857) | > loss_kl: 1.8200403451919556 (2.147514226198589) | > loss_feat: 8.652146339416504 (8.48154041614937) | > loss_mel: 15.283909797668457 (15.069678448616191) | > loss_duration: 1.5846939086914062 (1.6038851933081293) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.140369415283203 (30.103067288812365) | > grad_norm_1: tensor(1310.0315, device='cuda:0') (tensor(1054.8480, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.8838 (0.8862433398413775) | > loader_time: 0.0105 (0.011279161159808818)  --> TIME: 2025-02-20 16:28:22 -- STEP: 661/924 -- GLOBAL_STEP: 138000 | > loss_disc: 2.336144208908081 (2.232873247899734) | > loss_disc_real_0: 0.0862879678606987 (0.1228025774112177) | > loss_disc_real_1: 0.19977185130119324 (0.1902722825215912) | > loss_disc_real_2: 0.2144700288772583 (0.2030851374099908) | > loss_disc_real_3: 0.23377546668052673 (0.20641596033695794) | > loss_disc_real_4: 0.22768767178058624 (0.20879876917952309) | > loss_disc_real_5: 0.18210244178771973 (0.20322804892387777) | > loss_0: 2.336144208908081 (2.232873247899734) | > grad_norm_0: tensor(57.0512, device='cuda:0') (tensor(62.8124, device='cuda:0')) | > loss_gen: 2.784372568130493 (2.801245013091276) | > loss_kl: 2.2428200244903564 (2.1453491586419746) | > loss_feat: 8.543514251708984 (8.48298375653426) | > loss_mel: 15.091617584228516 (15.06926578544813) | > loss_duration: 1.6090612411499023 (1.6037413256972717) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.271385192871094 (30.102585012000194) | > grad_norm_1: tensor(614.5832, device='cuda:0') (tensor(1053.7489, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.9111 (0.8862711225443276) | > loader_time: 0.011 (0.01128544785792456) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_138000.pth  --> TIME: 2025-02-20 16:29:10 -- STEP: 711/924 -- GLOBAL_STEP: 138050 | > loss_disc: 2.150362491607666 (2.232285684003441) | > loss_disc_real_0: 0.09160557389259338 (0.12301309921277055) | > loss_disc_real_1: 0.20433619618415833 (0.1903364360542068) | > loss_disc_real_2: 0.19244326651096344 (0.20307944834483832) | > loss_disc_real_3: 0.1835363507270813 (0.20629012526003795) | > loss_disc_real_4: 0.21351030468940735 (0.20857050606218572) | > loss_disc_real_5: 0.20133939385414124 (0.20324518046382456) | > loss_0: 2.150362491607666 (2.232285684003441) | > grad_norm_0: tensor(26.9292, device='cuda:0') (tensor(62.6977, device='cuda:0')) | > loss_gen: 2.9361586570739746 (2.8017407405896155) | > loss_kl: 2.1570370197296143 (2.1438959223308665) | > loss_feat: 9.117359161376953 (8.495026866762606) | > loss_mel: 14.954174041748047 (15.09489700864639) | > loss_duration: 1.5894644260406494 (1.603644045261056) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.754192352294922 (30.139204551063678) | > grad_norm_1: tensor(996.1896, device='cuda:0') (tensor(1048.9368, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.8663 (0.8870403028909332) | > loader_time: 0.0098 (0.011303217602178514)  --> TIME: 2025-02-20 16:29:56 -- STEP: 761/924 -- GLOBAL_STEP: 138100 | > loss_disc: 2.354825496673584 (2.234863063195688) | > loss_disc_real_0: 0.10112576186656952 (0.12391254705782005) | > loss_disc_real_1: 0.17690537869930267 (0.19047068345327403) | > loss_disc_real_2: 0.20285430550575256 (0.20303161810403117) | > loss_disc_real_3: 0.22393274307250977 (0.20650399228589772) | > loss_disc_real_4: 0.1763462871313095 (0.20878917507523775) | > loss_disc_real_5: 0.21228086948394775 (0.20351683498212148) | > loss_0: 2.354825496673584 (2.234863063195688) | > grad_norm_0: tensor(32.8691, device='cuda:0') (tensor(62.5537, device='cuda:0')) | > loss_gen: 2.507483720779419 (2.7982154443918765) | > loss_kl: 2.2199413776397705 (2.1441832708779858) | > loss_feat: 8.158514976501465 (8.486817270948126) | > loss_mel: 15.569669723510742 (15.1049559338804) | > loss_duration: 1.6003458499908447 (1.6039463540101022) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.05595588684082 (30.138118242622205) | > grad_norm_1: tensor(219.0394, device='cuda:0') (tensor(1036.6444, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.8603 (0.8875410136976004) | > loader_time: 0.0103 (0.011305901130144916)  --> TIME: 2025-02-20 16:30:41 -- STEP: 811/924 -- GLOBAL_STEP: 138150 | > loss_disc: 2.319796562194824 (2.2353133061664185) | > loss_disc_real_0: 0.12933871150016785 (0.12425921017673836) | > loss_disc_real_1: 0.2078029364347458 (0.190615610702999) | > loss_disc_real_2: 0.2409484088420868 (0.20320322099067137) | > loss_disc_real_3: 0.18998172879219055 (0.20646425954878117) | > loss_disc_real_4: 0.24027328193187714 (0.2089296565580603) | > loss_disc_real_5: 0.24672557413578033 (0.20318942484888) | > loss_0: 2.319796562194824 (2.2353133061664185) | > grad_norm_0: tensor(28.8777, device='cuda:0') (tensor(62.0825, device='cuda:0')) | > loss_gen: 2.554299831390381 (2.7984795052966973) | > loss_kl: 2.1575849056243896 (2.1417375732438373) | > loss_feat: 7.3727593421936035 (8.48514955170204) | > loss_mel: 14.851884841918945 (15.112354339712498) | > loss_duration: 1.5720560550689697 (1.6040244738946863) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.50858497619629 (30.14174540386835) | > grad_norm_1: tensor(602.1973, device='cuda:0') (tensor(1033.0936, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.8908 (0.8872033861797629) | > loader_time: 0.0132 (0.01129604385460643)  --> TIME: 2025-02-20 16:31:26 -- STEP: 861/924 -- GLOBAL_STEP: 138200 | > loss_disc: 2.240576982498169 (2.235060895084643) | > loss_disc_real_0: 0.14808231592178345 (0.12443778874151383) | > loss_disc_real_1: 0.2226499766111374 (0.1905589354301301) | > loss_disc_real_2: 0.22328199446201324 (0.20324050753651046) | > loss_disc_real_3: 0.19618307054042816 (0.2064932719755672) | > loss_disc_real_4: 0.20735974609851837 (0.20874313515168588) | > loss_disc_real_5: 0.20268376171588898 (0.203160405851269) | > loss_0: 2.240576982498169 (2.235060895084643) | > grad_norm_0: tensor(39.3218, device='cuda:0') (tensor(61.5260, device='cuda:0')) | > loss_gen: 2.663207530975342 (2.797407481728528) | > loss_kl: 2.2148420810699463 (2.139876928617454) | > loss_feat: 8.62178897857666 (8.485352878924997) | > loss_mel: 16.510740280151367 (15.125313790971532) | > loss_duration: 1.6453678607940674 (1.6040071074555562) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.655946731567383 (30.151958139931285) | > grad_norm_1: tensor(438.6885, device='cuda:0') (tensor(1031.0038, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.8604 (0.8869668285467345) | > loader_time: 0.0119 (0.011291121495033111)  --> TIME: 2025-02-20 16:32:11 -- STEP: 911/924 -- GLOBAL_STEP: 138250 | > loss_disc: 2.3295416831970215 (2.2348332860467197) | > loss_disc_real_0: 0.12245965749025345 (0.12465287711876154) | > loss_disc_real_1: 0.19837906956672668 (0.19040976275008012) | > loss_disc_real_2: 0.21857285499572754 (0.20323946380131072) | > loss_disc_real_3: 0.20868489146232605 (0.20649081764642552) | > loss_disc_real_4: 0.22553077340126038 (0.20872546099412584) | > loss_disc_real_5: 0.19754639267921448 (0.20292924745284383) | > loss_0: 2.3295416831970215 (2.2348332860467197) | > grad_norm_0: tensor(100.6468, device='cuda:0') (tensor(61.5564, device='cuda:0')) | > loss_gen: 2.712045192718506 (2.796629983690513) | > loss_kl: 2.1272737979888916 (2.1406368274981826) | > loss_feat: 7.6586127281188965 (8.48650720273886) | > loss_mel: 13.821043968200684 (15.12340404644494) | > loss_duration: 1.5782407522201538 (1.603828423502155) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.897216796875 (30.151006438991242) | > grad_norm_1: tensor(1051.0923, device='cuda:0') (tensor(1035.0817, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.8986 (0.886597528154057) | > loader_time: 0.0105 (0.011291488203599345)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.166447162628174 (2.166447162628174) | > loss_disc_real_0: 0.05302811041474342 (0.05302811041474342) | > loss_disc_real_1: 0.19217704236507416 (0.19217704236507416) | > loss_disc_real_2: 0.20303858816623688 (0.20303858816623688) | > loss_disc_real_3: 0.24976034462451935 (0.24976034462451935) | > loss_disc_real_4: 0.22752484679222107 (0.22752484679222107) | > loss_disc_real_5: 0.15878015756607056 (0.15878015756607056) | > loss_0: 2.166447162628174 (2.166447162628174) | > loss_gen: 2.5779333114624023 (2.5779333114624023) | > loss_kl: 1.9053441286087036 (1.9053441286087036) | > loss_feat: 8.808000564575195 (8.808000564575195) | > loss_mel: 16.070680618286133 (16.070680618286133) | > loss_duration: 1.6523610353469849 (1.6523610353469849) | > loss_1: 31.014318466186523 (31.014318466186523)  --> STEP: 1 | > loss_disc: 2.2765915393829346 (2.2765915393829346) | > loss_disc_real_0: 0.07688169181346893 (0.07688169181346893) | > loss_disc_real_1: 0.17795568704605103 (0.17795568704605103) | > loss_disc_real_2: 0.21076777577400208 (0.21076777577400208) | > loss_disc_real_3: 0.2642860412597656 (0.2642860412597656) | > loss_disc_real_4: 0.2052174061536789 (0.2052174061536789) | > loss_disc_real_5: 0.16349460184574127 (0.16349460184574127) | > loss_0: 2.2765915393829346 (2.2765915393829346) | > loss_gen: 2.4079513549804688 (2.4079513549804688) | > loss_kl: 1.8970017433166504 (1.8970017433166504) | > loss_feat: 7.749731063842773 (7.749731063842773) | > loss_mel: 14.127802848815918 (14.127802848815918) | > loss_duration: 1.69106125831604 (1.69106125831604) | > loss_1: 27.87354850769043 (27.87354850769043)  --> STEP: 2 | > loss_disc: 2.3687362670898438 (2.322663903236389) | > loss_disc_real_0: 0.10070445388555527 (0.0887930728495121) | > loss_disc_real_1: 0.17729954421520233 (0.17762761563062668) | > loss_disc_real_2: 0.21287105977535248 (0.21181941777467728) | > loss_disc_real_3: 0.23203113675117493 (0.24815858900547028) | > loss_disc_real_4: 0.25090116262435913 (0.228059284389019) | > loss_disc_real_5: 0.17609263956546783 (0.16979362070560455) | > loss_0: 2.3687362670898438 (2.322663903236389) | > loss_gen: 2.31483793258667 (2.3613946437835693) | > loss_kl: 2.0379550457000732 (1.9674783945083618) | > loss_feat: 7.23640251159668 (7.493066787719727) | > loss_mel: 12.411626815795898 (13.269714832305908) | > loss_duration: 1.563331127166748 (1.627196192741394) | > loss_1: 25.56415557861328 (26.718852043151855)  --> STEP: 3 | > loss_disc: 2.336109161376953 (2.3271456559499106) | > loss_disc_real_0: 0.0847342237830162 (0.08744012316068013) | > loss_disc_real_1: 0.18320581316947937 (0.17948701481024423) | > loss_disc_real_2: 0.19722333550453186 (0.20695405701796213) | > loss_disc_real_3: 0.25371304154396057 (0.25001007318496704) | > loss_disc_real_4: 0.2341974526643753 (0.23010534048080444) | > loss_disc_real_5: 0.17228472232818604 (0.1706239879131317) | > loss_0: 2.336109161376953 (2.3271456559499106) | > loss_gen: 2.334926128387451 (2.3525718053181968) | > loss_kl: 1.885878086090088 (1.9402782917022705) | > loss_feat: 7.576628684997559 (7.520920753479004) | > loss_mel: 13.6482572555542 (13.395895640055338) | > loss_duration: 1.654362440109253 (1.6362516085306804) | > loss_1: 27.100051879882812 (26.845918655395508)  --> STEP: 4 | > loss_disc: 2.2210240364074707 (2.3006152510643005) | > loss_disc_real_0: 0.06879118084907532 (0.08277788758277893) | > loss_disc_real_1: 0.1856628954410553 (0.181030984967947) | > loss_disc_real_2: 0.19044190645217896 (0.20282601937651634) | > loss_disc_real_3: 0.24551260471343994 (0.24888570606708527) | > loss_disc_real_4: 0.2149692326784134 (0.22632131353020668) | > loss_disc_real_5: 0.1727224737405777 (0.1711486093699932) | > loss_0: 2.2210240364074707 (2.3006152510643005) | > loss_gen: 2.523128032684326 (2.395210862159729) | > loss_kl: 1.9448752403259277 (1.9414275288581848) | > loss_feat: 8.697209358215332 (7.814992904663086) | > loss_mel: 14.928417205810547 (13.77902603149414) | > loss_duration: 1.7456060647964478 (1.6635902225971222) | > loss_1: 29.839235305786133 (27.594247817993164)  --> STEP: 5 | > loss_disc: 2.4743752479553223 (2.3353672504425047) | > loss_disc_real_0: 0.08232022076845169 (0.08268635421991348) | > loss_disc_real_1: 0.18071621656417847 (0.1809680312871933) | > loss_disc_real_2: 0.2223573476076126 (0.2067322850227356) | > loss_disc_real_3: 0.2476772665977478 (0.24864401817321777) | > loss_disc_real_4: 0.22485201060771942 (0.22602745294570922) | > loss_disc_real_5: 0.17198693752288818 (0.1713162750005722) | > loss_0: 2.4743752479553223 (2.3353672504425047) | > loss_gen: 2.091710329055786 (2.3345107555389406) | > loss_kl: 2.161088466644287 (1.9853597164154053) | > loss_feat: 7.4114603996276855 (7.7342864036560055) | > loss_mel: 11.745124816894531 (13.372245788574219) | > loss_duration: 1.5326385498046875 (1.6373998880386353) | > loss_1: 24.9420223236084 (27.06380271911621) --> EVAL PERFORMANCE | > avg_loader_time: 0.1483462333679199 (-0.010653209686279308) | > avg_loss_disc: 2.3353672504425047 (-0.03409342765808132) | > avg_loss_disc_real_0: 0.08268635421991348 (-0.005238509178161627) | > avg_loss_disc_real_1: 0.1809680312871933 (-0.008062779903411865) | > avg_loss_disc_real_2: 0.2067322850227356 (+0.011925169825553916) | > avg_loss_disc_real_3: 0.24864401817321777 (+0.040280589461326594) | > avg_loss_disc_real_4: 0.22602745294570922 (-0.01736093163490296) | > avg_loss_disc_real_5: 0.1713162750005722 (-0.02469156980514528) | > avg_loss_0: 2.3353672504425047 (-0.03409342765808132) | > avg_loss_gen: 2.3345107555389406 (+0.11002135276794434) | > avg_loss_kl: 1.9853597164154053 (-0.042008948326110795) | > avg_loss_feat: 7.7342864036560055 (+0.15627584457397425) | > avg_loss_mel: 13.372245788574219 (-1.4235818862915046) | > avg_loss_duration: 1.6373998880386353 (+0.0024410963058472124) | > avg_loss_1: 27.06380271911621 (-1.1968532562255874)  > EPOCH: 100/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 16:32:31)   --> TIME: 2025-02-20 16:33:06 -- STEP: 37/924 -- GLOBAL_STEP: 138300 | > loss_disc: 2.283738851547241 (2.248891778894373) | > loss_disc_real_0: 0.15187685191631317 (0.12360974723422849) | > loss_disc_real_1: 0.17625676095485687 (0.1934722013570167) | > loss_disc_real_2: 0.1840580701828003 (0.20445858707299103) | > loss_disc_real_3: 0.19505785405635834 (0.2061998828037365) | > loss_disc_real_4: 0.19363832473754883 (0.21011206185495532) | > loss_disc_real_5: 0.2103038728237152 (0.2046522439734356) | > loss_0: 2.283738851547241 (2.248891778894373) | > grad_norm_0: tensor(58.1295, device='cuda:0') (tensor(63.2362, device='cuda:0')) | > loss_gen: 2.6721763610839844 (2.791662712354918) | > loss_kl: 1.9730080366134644 (2.0884755141026266) | > loss_feat: 7.681977272033691 (8.333265626752699) | > loss_mel: 13.727452278137207 (15.00325937528868) | > loss_duration: 1.6166832447052002 (1.6052858249561206) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.67129898071289 (29.821949108226878) | > grad_norm_1: tensor(953.3344, device='cuda:0') (tensor(907.0984, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.9012 (0.8821777137550147) | > loader_time: 0.0116 (0.011221157537924277)  --> TIME: 2025-02-20 16:33:51 -- STEP: 87/924 -- GLOBAL_STEP: 138350 | > loss_disc: 2.2087786197662354 (2.2272282496265983) | > loss_disc_real_0: 0.06832149624824524 (0.12398971724270404) | > loss_disc_real_1: 0.26622647047042847 (0.19272884315457836) | > loss_disc_real_2: 0.22190925478935242 (0.20181645915426058) | > loss_disc_real_3: 0.18179652094841003 (0.20650653010127193) | > loss_disc_real_4: 0.18396881222724915 (0.20885905897480317) | > loss_disc_real_5: 0.18476602435112 (0.20172169950159116) | > loss_0: 2.2087786197662354 (2.2272282496265983) | > grad_norm_0: tensor(24.0093, device='cuda:0') (tensor(61.0936, device='cuda:0')) | > loss_gen: 2.7553200721740723 (2.824189986305676) | > loss_kl: 2.046154022216797 (2.114775239736185) | > loss_feat: 8.452001571655273 (8.482614193839595) | > loss_mel: 12.909430503845215 (15.098168044254697) | > loss_duration: 1.6381468772888184 (1.6082476569318223) | > amp_scaler: 128.0 (129.47126436781602) | > loss_1: 27.80105209350586 (30.127995195059942) | > grad_norm_1: tensor(641.7419, device='cuda:0') (tensor(972.4854, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.8547 (0.8848151639960278) | > loader_time: 0.0138 (0.011427292878600373)  --> TIME: 2025-02-20 16:34:36 -- STEP: 137/924 -- GLOBAL_STEP: 138400 | > loss_disc: 2.3778538703918457 (2.223296851137258) | > loss_disc_real_0: 0.1160397157073021 (0.12220674002692647) | > loss_disc_real_1: 0.14954081177711487 (0.1921648281986696) | > loss_disc_real_2: 0.2140713930130005 (0.20300471521642086) | > loss_disc_real_3: 0.20591767132282257 (0.20511302167046683) | > loss_disc_real_4: 0.21259289979934692 (0.20915479109670124) | > loss_disc_real_5: 0.2166331559419632 (0.20129795432308295) | > loss_0: 2.3778538703918457 (2.223296851137258) | > grad_norm_0: tensor(79.5107, device='cuda:0') (tensor(60.3396, device='cuda:0')) | > loss_gen: 2.4265360832214355 (2.8220790233055184) | > loss_kl: 2.0726025104522705 (2.12588168582777) | > loss_feat: 7.623587608337402 (8.49398993053576) | > loss_mel: 14.421226501464844 (15.142741558325552) | > loss_duration: 1.6012308597564697 (1.6077107051863289) | > amp_scaler: 128.0 (128.934306569343) | > loss_1: 28.145183563232422 (30.19240279093276) | > grad_norm_1: tensor(798.6277, device='cuda:0') (tensor(996.6840, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.8913 (0.8833790295315485) | > loader_time: 0.0106 (0.011200758662537067)  --> TIME: 2025-02-20 16:35:21 -- STEP: 187/924 -- GLOBAL_STEP: 138450 | > loss_disc: 2.1891205310821533 (2.222550234055135) | > loss_disc_real_0: 0.08806885778903961 (0.122957878770994) | > loss_disc_real_1: 0.1955668181180954 (0.19098388136708164) | > loss_disc_real_2: 0.2514629065990448 (0.20322111519900238) | > loss_disc_real_3: 0.228178471326828 (0.20587533242243497) | > loss_disc_real_4: 0.2343188375234604 (0.208511860055082) | > loss_disc_real_5: 0.2643822431564331 (0.20093437634846745) | > loss_0: 2.1891205310821533 (2.222550234055135) | > grad_norm_0: tensor(68.1788, device='cuda:0') (tensor(62.7903, device='cuda:0')) | > loss_gen: 3.0726394653320312 (2.8222418328657506) | > loss_kl: 2.3004150390625 (2.127401829403351) | > loss_feat: 9.174869537353516 (8.510562720783255) | > loss_mel: 16.430570602416992 (15.144127549972126) | > loss_duration: 1.6035493612289429 (1.6052981704314124) | > amp_scaler: 128.0 (128.68449197860963) | > loss_1: 32.5820426940918 (30.209631935160427) | > grad_norm_1: tensor(1306.4303, device='cuda:0') (tensor(990.2699, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.884 (0.8850220154950964) | > loader_time: 0.0116 (0.011241726696809978)  --> TIME: 2025-02-20 16:36:07 -- STEP: 237/924 -- GLOBAL_STEP: 138500 | > loss_disc: 2.209841251373291 (2.218955896071743) | > loss_disc_real_0: 0.11627256125211716 (0.1220473647903541) | > loss_disc_real_1: 0.20488251745700836 (0.19044507442647396) | > loss_disc_real_2: 0.2095792442560196 (0.20285222519047655) | > loss_disc_real_3: 0.19559690356254578 (0.20541496512004595) | > loss_disc_real_4: 0.17718632519245148 (0.20730349232878867) | > loss_disc_real_5: 0.14760684967041016 (0.20107261060033668) | > loss_0: 2.209841251373291 (2.218955896071743) | > grad_norm_0: tensor(61.1382, device='cuda:0') (tensor(62.1611, device='cuda:0')) | > loss_gen: 2.7660017013549805 (2.8232941547023596) | > loss_kl: 2.1780295372009277 (2.128679040615065) | > loss_feat: 8.497982025146484 (8.53795368862554) | > loss_mel: 15.524405479431152 (15.15378788251917) | > loss_duration: 1.6081634759902954 (1.6063766087157816) | > amp_scaler: 128.0 (128.54008438818573) | > loss_1: 30.574583053588867 (30.250091214723223) | > grad_norm_1: tensor(1203.1451, device='cuda:0') (tensor(999.6555, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.8986 (0.8873489828552376) | > loader_time: 0.0112 (0.011231281586337186)  --> TIME: 2025-02-20 16:36:52 -- STEP: 287/924 -- GLOBAL_STEP: 138550 | > loss_disc: 2.3091838359832764 (2.2193526897696243) | > loss_disc_real_0: 0.25712913274765015 (0.122543108912399) | > loss_disc_real_1: 0.19313272833824158 (0.1902390525835316) | > loss_disc_real_2: 0.2132781744003296 (0.20289862851647966) | > loss_disc_real_3: 0.2214512676000595 (0.20525236261638613) | > loss_disc_real_4: 0.21601609885692596 (0.20751599417123232) | > loss_disc_real_5: 0.21743819117546082 (0.20164438913404317) | > loss_0: 2.3091838359832764 (2.2193526897696243) | > grad_norm_0: tensor(118.3927, device='cuda:0') (tensor(62.7220, device='cuda:0')) | > loss_gen: 2.8850793838500977 (2.8152680795782543) | > loss_kl: 2.003859043121338 (2.1342941526751895) | > loss_feat: 8.181665420532227 (8.519863750045722) | > loss_mel: 14.889352798461914 (15.10896578732268) | > loss_duration: 1.5225434303283691 (1.6063146827943653) | > amp_scaler: 128.0 (128.44599303135894) | > loss_1: 29.482500076293945 (30.18470635895945) | > grad_norm_1: tensor(1173.2649, device='cuda:0') (tensor(1004.2065, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.9017 (0.8880238292109262) | > loader_time: 0.0107 (0.011227243038004698)  --> TIME: 2025-02-20 16:37:38 -- STEP: 337/924 -- GLOBAL_STEP: 138600 | > loss_disc: 2.2829461097717285 (2.222782345836877) | > loss_disc_real_0: 0.11959709227085114 (0.123743905987071) | > loss_disc_real_1: 0.20902162790298462 (0.18997428033401412) | > loss_disc_real_2: 0.22154264152050018 (0.20275731375910772) | > loss_disc_real_3: 0.23599867522716522 (0.20587131619807167) | > loss_disc_real_4: 0.2534968852996826 (0.20779169379603615) | > loss_disc_real_5: 0.23909682035446167 (0.20158152947705293) | > loss_0: 2.2829461097717285 (2.222782345836877) | > grad_norm_0: tensor(51.9469, device='cuda:0') (tensor(63.2280, device='cuda:0')) | > loss_gen: 2.8478713035583496 (2.817101755906284) | > loss_kl: 2.0188751220703125 (2.1344979944851685) | > loss_feat: 8.108469009399414 (8.527532056814131) | > loss_mel: 14.541987419128418 (15.136254078556593) | > loss_duration: 1.5540683269500732 (1.606391604293348) | > amp_scaler: 128.0 (128.3798219584571) | > loss_1: 29.071269989013672 (30.221777409403543) | > grad_norm_1: tensor(1153.2330, device='cuda:0') (tensor(997.5779, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.901 (0.8899495523831965) | > loader_time: 0.0101 (0.011172456628137237)  --> TIME: 2025-02-20 16:38:24 -- STEP: 387/924 -- GLOBAL_STEP: 138650 | > loss_disc: 2.0784833431243896 (2.220284388662925) | > loss_disc_real_0: 0.07741501927375793 (0.12285861301714751) | > loss_disc_real_1: 0.20993053913116455 (0.18987449707140902) | > loss_disc_real_2: 0.21085421741008759 (0.2027175635561463) | > loss_disc_real_3: 0.20168530941009521 (0.20555428883364035) | > loss_disc_real_4: 0.20935861766338348 (0.20811518780328814) | > loss_disc_real_5: 0.19350171089172363 (0.20162541754254998) | > loss_0: 2.0784833431243896 (2.220284388662925) | > grad_norm_0: tensor(68.1428, device='cuda:0') (tensor(62.8937, device='cuda:0')) | > loss_gen: 3.0288002490997314 (2.815954460962183) | > loss_kl: 2.061375856399536 (2.1352694136227717) | > loss_feat: 9.829380989074707 (8.5316514340482) | > loss_mel: 15.445000648498535 (15.132481254656494) | > loss_duration: 1.6062763929367065 (1.6061852135399515) | > amp_scaler: 128.0 (128.33074935400532) | > loss_1: 31.970834732055664 (30.221541752186855) | > grad_norm_1: tensor(962.5299, device='cuda:0') (tensor(1007.9843, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.9154 (0.8905372367040747) | > loader_time: 0.0116 (0.011143763243998047)  --> TIME: 2025-02-20 16:39:09 -- STEP: 437/924 -- GLOBAL_STEP: 138700 | > loss_disc: 2.1078338623046875 (2.2201949573490656) | > loss_disc_real_0: 0.13441377878189087 (0.12175801292368695) | > loss_disc_real_1: 0.18604186177253723 (0.19022011190857432) | > loss_disc_real_2: 0.17814470827579498 (0.20293505899011413) | > loss_disc_real_3: 0.22129911184310913 (0.2058319307232885) | > loss_disc_real_4: 0.16891255974769592 (0.20826183498178522) | > loss_disc_real_5: 0.1981387883424759 (0.20158162363538482) | > loss_0: 2.1078338623046875 (2.2201949573490656) | > grad_norm_0: tensor(93.9547, device='cuda:0') (tensor(62.1092, device='cuda:0')) | > loss_gen: 3.121713399887085 (2.8161847547753736) | > loss_kl: 2.1415648460388184 (2.1354694085481225) | > loss_feat: 10.300882339477539 (8.53215130952184) | > loss_mel: 16.450645446777344 (15.14248251751304) | > loss_duration: 1.5934466123580933 (1.6058252452440065) | > amp_scaler: 128.0 (128.2929061784898) | > loss_1: 33.60824966430664 (30.232113203140365) | > grad_norm_1: tensor(1337.8339, device='cuda:0') (tensor(1021.5098, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.8727 (0.8904771466549801) | > loader_time: 0.0101 (0.011145963276005443)  --> TIME: 2025-02-20 16:39:54 -- STEP: 487/924 -- GLOBAL_STEP: 138750 | > loss_disc: 2.156724691390991 (2.2250361246739563) | > loss_disc_real_0: 0.1275050789117813 (0.12411824512071679) | > loss_disc_real_1: 0.17340445518493652 (0.18989332124315486) | > loss_disc_real_2: 0.21634717285633087 (0.20321478414706876) | > loss_disc_real_3: 0.1933172345161438 (0.20603888694510566) | > loss_disc_real_4: 0.20645523071289062 (0.20843807945995604) | > loss_disc_real_5: 0.1965164989233017 (0.201902760449009) | > loss_0: 2.156724691390991 (2.2250361246739563) | > grad_norm_0: tensor(34.8263, device='cuda:0') (tensor(61.9244, device='cuda:0')) | > loss_gen: 2.6643388271331787 (2.8107192012074065) | > loss_kl: 2.0636978149414062 (2.1357961932246936) | > loss_feat: 8.538017272949219 (8.515971246441278) | > loss_mel: 14.8941068649292 (15.128187257895968) | > loss_duration: 1.6016753911972046 (1.6060146837508653) | > amp_scaler: 128.0 (128.26283367556476) | > loss_1: 29.761837005615234 (30.196688544334084) | > grad_norm_1: tensor(998.7164, device='cuda:0') (tensor(1005.9643, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.8878 (0.8906375774367878) | > loader_time: 0.0103 (0.011142107495537035)  --> TIME: 2025-02-20 16:40:40 -- STEP: 537/924 -- GLOBAL_STEP: 138800 | > loss_disc: 2.1202268600463867 (2.2237349249131184) | > loss_disc_real_0: 0.06168770417571068 (0.12333570778009167) | > loss_disc_real_1: 0.173622265458107 (0.1898371269250049) | > loss_disc_real_2: 0.21994130313396454 (0.20327012235336914) | > loss_disc_real_3: 0.2138494849205017 (0.20615514924184347) | > loss_disc_real_4: 0.18914051353931427 (0.20840599414245595) | > loss_disc_real_5: 0.1983940303325653 (0.20200548871824414) | > loss_0: 2.1202268600463867 (2.2237349249131184) | > grad_norm_0: tensor(54.4664, device='cuda:0') (tensor(60.7054, device='cuda:0')) | > loss_gen: 2.829172134399414 (2.8100733868014665) | > loss_kl: 2.066793203353882 (2.1328153303881594) | > loss_feat: 9.282011985778809 (8.526208390958695) | > loss_mel: 15.717704772949219 (15.142958596654) | > loss_duration: 1.6523222923278809 (1.6063938664768436) | > amp_scaler: 128.0 (128.2383612662943) | > loss_1: 31.548004150390625 (30.21844953753651) | > grad_norm_1: tensor(1297.2620, device='cuda:0') (tensor(997.3188, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.8614 (0.8902898371996605) | > loader_time: 0.01 (0.011171241934295027)  --> TIME: 2025-02-20 16:41:25 -- STEP: 587/924 -- GLOBAL_STEP: 138850 | > loss_disc: 2.229295492172241 (2.2226467189431376) | > loss_disc_real_0: 0.0676874965429306 (0.1234155488176687) | > loss_disc_real_1: 0.21669520437717438 (0.18971947861083321) | > loss_disc_real_2: 0.21411851048469543 (0.2028808803178586) | > loss_disc_real_3: 0.20704703032970428 (0.20587869458141675) | > loss_disc_real_4: 0.20063179731369019 (0.2083433425558486) | > loss_disc_real_5: 0.20493239164352417 (0.20202118206572484) | > loss_0: 2.229295492172241 (2.2226467189431376) | > grad_norm_0: tensor(58.3931, device='cuda:0') (tensor(60.0852, device='cuda:0')) | > loss_gen: 2.8514585494995117 (2.80611782829441) | > loss_kl: 2.0022947788238525 (2.1315537274797696) | > loss_feat: 8.66364574432373 (8.516009896130528) | > loss_mel: 15.036797523498535 (15.126293158003175) | > loss_duration: 1.6098875999450684 (1.6063799663134288) | > amp_scaler: 128.0 (128.21805792163556) | > loss_1: 30.16408348083496 (30.186354560787063) | > grad_norm_1: tensor(1227.9086, device='cuda:0') (tensor(1003.7842, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.8846 (0.8905310155585839) | > loader_time: 0.0104 (0.011200246453488298)  --> TIME: 2025-02-20 16:42:10 -- STEP: 637/924 -- GLOBAL_STEP: 138900 | > loss_disc: 2.1723506450653076 (2.2235934730601636) | > loss_disc_real_0: 0.10205239057540894 (0.12365751039219239) | > loss_disc_real_1: 0.215311661362648 (0.1896118894570289) | > loss_disc_real_2: 0.18949982523918152 (0.20300009554278345) | > loss_disc_real_3: 0.1675143539905548 (0.20607009824815684) | > loss_disc_real_4: 0.20888663828372955 (0.2084527317452094) | > loss_disc_real_5: 0.2048669010400772 (0.20175612616108562) | > loss_0: 2.1723506450653076 (2.2235934730601636) | > grad_norm_0: tensor(37.7330, device='cuda:0') (tensor(60.7366, device='cuda:0')) | > loss_gen: 2.8208413124084473 (2.806522827133468) | > loss_kl: 2.0725202560424805 (2.1331249941462067) | > loss_feat: 8.704790115356445 (8.516414928286554) | > loss_mel: 15.5769624710083 (15.127848439538498) | > loss_duration: 1.6584036350250244 (1.60597776917498) | > amp_scaler: 128.0 (128.20094191522765) | > loss_1: 30.83351707458496 (30.189888925717053) | > grad_norm_1: tensor(952.6930, device='cuda:0') (tensor(995.0665, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.9116 (0.8906546163034963) | > loader_time: 0.0107 (0.011204585924253356)  --> TIME: 2025-02-20 16:42:56 -- STEP: 687/924 -- GLOBAL_STEP: 138950 | > loss_disc: 2.0191359519958496 (2.2266236902844945) | > loss_disc_real_0: 0.06662839651107788 (0.12446992956589924) | > loss_disc_real_1: 0.16642004251480103 (0.1896538390863409) | > loss_disc_real_2: 0.19326062500476837 (0.2030561182219562) | > loss_disc_real_3: 0.21094153821468353 (0.20600528800331344) | > loss_disc_real_4: 0.21347951889038086 (0.2086309430337195) | > loss_disc_real_5: 0.2166338711977005 (0.20226873860869332) | > loss_0: 2.0191359519958496 (2.2266236902844945) | > grad_norm_0: tensor(23.4799, device='cuda:0') (tensor(59.7952, device='cuda:0')) | > loss_gen: 3.181809902191162 (2.8018025449616784) | > loss_kl: 2.0224130153656006 (2.1315593663955545) | > loss_feat: 9.357961654663086 (8.50268832946621) | > loss_mel: 15.440023422241211 (15.118031268557086) | > loss_duration: 1.594441294670105 (1.6056887322638234) | > amp_scaler: 128.0 (128.18631732168853) | > loss_1: 31.596649169921875 (30.159770218739517) | > grad_norm_1: tensor(771.1279, device='cuda:0') (tensor(978.2128, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.8978 (0.8912661332403902) | > loader_time: 0.0113 (0.011207920321557546)  --> TIME: 2025-02-20 16:43:42 -- STEP: 737/924 -- GLOBAL_STEP: 139000 | > loss_disc: 2.156170129776001 (2.228550339974411) | > loss_disc_real_0: 0.1629268229007721 (0.12499961571381242) | > loss_disc_real_1: 0.18453291058540344 (0.1897847058612908) | > loss_disc_real_2: 0.20263077318668365 (0.20315914935706592) | > loss_disc_real_3: 0.2083309143781662 (0.20611943791808715) | > loss_disc_real_4: 0.20427396893501282 (0.20867096310231223) | > loss_disc_real_5: 0.24625875055789948 (0.20239404060219476) | > loss_0: 2.156170129776001 (2.228550339974411) | > grad_norm_0: tensor(82.2653, device='cuda:0') (tensor(59.8760, device='cuda:0')) | > loss_gen: 3.0215542316436768 (2.8012820914124896) | > loss_kl: 2.036414861679077 (2.1338981763640477) | > loss_feat: 8.440285682678223 (8.498738086369167) | > loss_mel: 15.097434043884277 (15.131723792129165) | > loss_duration: 1.574474811553955 (1.6056154909742089) | > amp_scaler: 128.0 (128.17367706919947) | > loss_1: 30.170164108276367 (30.17125761945665) | > grad_norm_1: tensor(912.1570, device='cuda:0') (tensor(977.1973, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.8977 (0.891840077805228) | > loader_time: 0.0109 (0.011209527058387875) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_139000.pth  --> TIME: 2025-02-20 16:44:30 -- STEP: 787/924 -- GLOBAL_STEP: 139050 | > loss_disc: 2.2636139392852783 (2.229150130757834) | > loss_disc_real_0: 0.11180362105369568 (0.12558909980379046) | > loss_disc_real_1: 0.2220524251461029 (0.18982863984765352) | > loss_disc_real_2: 0.22242103517055511 (0.2030981084026557) | > loss_disc_real_3: 0.2090190052986145 (0.2059878708446798) | > loss_disc_real_4: 0.20515859127044678 (0.20852374178481678) | > loss_disc_real_5: 0.2336275428533554 (0.20220715354706756) | > loss_0: 2.2636139392852783 (2.229150130757834) | > grad_norm_0: tensor(39.9275, device='cuda:0') (tensor(59.9691, device='cuda:0')) | > loss_gen: 2.645334243774414 (2.801243882924511) | > loss_kl: 1.8598647117614746 (2.1352603886906083) | > loss_feat: 7.729367733001709 (8.501517003191454) | > loss_mel: 13.89208984375 (15.130787036318942) | > loss_duration: 1.5858994722366333 (1.6061258885578704) | > amp_scaler: 128.0 (128.16264294790335) | > loss_1: 27.712556838989258 (30.174934186050823) | > grad_norm_1: tensor(1125.3442, device='cuda:0') (tensor(966.3234, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.9136 (0.8918378398560811) | > loader_time: 0.0152 (0.011227827362971813)  --> TIME: 2025-02-20 16:45:15 -- STEP: 837/924 -- GLOBAL_STEP: 139100 | > loss_disc: 2.3469042778015137 (2.2290469849551133) | > loss_disc_real_0: 0.10110634565353394 (0.12564724247586637) | > loss_disc_real_1: 0.17063535749912262 (0.18962009918732445) | > loss_disc_real_2: 0.2059994488954544 (0.20318730891178158) | > loss_disc_real_3: 0.19872437417507172 (0.2060447818596303) | > loss_disc_real_4: 0.18672510981559753 (0.20856946334687898) | > loss_disc_real_5: 0.16322721540927887 (0.20213768908057436) | > loss_0: 2.3469042778015137 (2.2290469849551133) | > grad_norm_0: tensor(45.5366, device='cuda:0') (tensor(59.7584, device='cuda:0')) | > loss_gen: 2.567521810531616 (2.8030218237759565) | > loss_kl: 2.2532365322113037 (2.1343083203622273) | > loss_feat: 7.259670257568359 (8.504793810303184) | > loss_mel: 15.68453598022461 (15.141452298227035) | > loss_duration: 1.594527006149292 (1.6058582682763376) | > amp_scaler: 128.0 (128.15292712066898) | > loss_1: 29.3594913482666 (30.189434502714423) | > grad_norm_1: tensor(493.8744, device='cuda:0') (tensor(964.2896, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.9111 (0.8911969163226967) | > loader_time: 0.0115 (0.011234917236200516)  --> TIME: 2025-02-20 16:46:00 -- STEP: 887/924 -- GLOBAL_STEP: 139150 | > loss_disc: 2.1586015224456787 (2.2301340873238717) | > loss_disc_real_0: 0.09514801949262619 (0.12577863856142127) | > loss_disc_real_1: 0.2256714552640915 (0.18975285994227054) | > loss_disc_real_2: 0.16860248148441315 (0.203307495949099) | > loss_disc_real_3: 0.22457925975322723 (0.20608992839343382) | > loss_disc_real_4: 0.21928103268146515 (0.20854737706222018) | > loss_disc_real_5: 0.2514888644218445 (0.20204210143616116) | > loss_0: 2.1586015224456787 (2.2301340873238717) | > grad_norm_0: tensor(49.0037, device='cuda:0') (tensor(59.6701, device='cuda:0')) | > loss_gen: 2.980785846710205 (2.802280415004918) | > loss_kl: 2.1491494178771973 (2.1380548121023386) | > loss_feat: 9.334955215454102 (8.50411095452548) | > loss_mel: 16.320240020751953 (15.15385991583548) | > loss_duration: 1.581563949584961 (1.605915062457088) | > amp_scaler: 128.0 (128.1443066516346) | > loss_1: 32.36669158935547 (30.204221129820606) | > grad_norm_1: tensor(1390.0947, device='cuda:0') (tensor(954.8430, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.8565 (0.8907531756559112) | > loader_time: 0.0099 (0.01123555805933113)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.278815507888794 (2.278815507888794) | > loss_disc_real_0: 0.15838295221328735 (0.15838295221328735) | > loss_disc_real_1: 0.18703658878803253 (0.18703658878803253) | > loss_disc_real_2: 0.20557306706905365 (0.20557306706905365) | > loss_disc_real_3: 0.2016790509223938 (0.2016790509223938) | > loss_disc_real_4: 0.2698819637298584 (0.2698819637298584) | > loss_disc_real_5: 0.18425242602825165 (0.18425242602825165) | > loss_0: 2.278815507888794 (2.278815507888794) | > loss_gen: 2.598454713821411 (2.598454713821411) | > loss_kl: 2.0553858280181885 (2.0553858280181885) | > loss_feat: 8.042253494262695 (8.042253494262695) | > loss_mel: 14.563563346862793 (14.563563346862793) | > loss_duration: 1.6659406423568726 (1.6659406423568726) | > loss_1: 28.92559814453125 (28.92559814453125)  --> STEP: 1 | > loss_disc: 2.4558889865875244 (2.4558889865875244) | > loss_disc_real_0: 0.1673714965581894 (0.1673714965581894) | > loss_disc_real_1: 0.18710921704769135 (0.18710921704769135) | > loss_disc_real_2: 0.21747788786888123 (0.21747788786888123) | > loss_disc_real_3: 0.1977202594280243 (0.1977202594280243) | > loss_disc_real_4: 0.26159000396728516 (0.26159000396728516) | > loss_disc_real_5: 0.22056454420089722 (0.22056454420089722) | > loss_0: 2.4558889865875244 (2.4558889865875244) | > loss_gen: 2.4794678688049316 (2.4794678688049316) | > loss_kl: 2.095168352127075 (2.095168352127075) | > loss_feat: 7.541340351104736 (7.541340351104736) | > loss_mel: 13.70616340637207 (13.70616340637207) | > loss_duration: 1.6798102855682373 (1.6798102855682373) | > loss_1: 27.501949310302734 (27.501949310302734)  --> STEP: 2 | > loss_disc: 2.37113094329834 (2.413509964942932) | > loss_disc_real_0: 0.17227689921855927 (0.16982419788837433) | > loss_disc_real_1: 0.18753786385059357 (0.18732354044914246) | > loss_disc_real_2: 0.19948944449424744 (0.20848366618156433) | > loss_disc_real_3: 0.2313261181116104 (0.21452318876981735) | > loss_disc_real_4: 0.2630086839199066 (0.2622993439435959) | > loss_disc_real_5: 0.22634047269821167 (0.22345250844955444) | > loss_0: 2.37113094329834 (2.413509964942932) | > loss_gen: 2.6384103298187256 (2.5589390993118286) | > loss_kl: 2.240185499191284 (2.1676769256591797) | > loss_feat: 8.117023468017578 (7.829181909561157) | > loss_mel: 14.781341552734375 (14.243752479553223) | > loss_duration: 1.5713286399841309 (1.625569462776184) | > loss_1: 29.348289489746094 (28.425119400024414)  --> STEP: 3 | > loss_disc: 2.476759672164917 (2.4345932006835938) | > loss_disc_real_0: 0.14214305579662323 (0.1605971505244573) | > loss_disc_real_1: 0.18739333748817444 (0.1873468061288198) | > loss_disc_real_2: 0.22276002168655396 (0.2132424513498942) | > loss_disc_real_3: 0.22890742123126984 (0.21931793292363486) | > loss_disc_real_4: 0.2676846385002136 (0.26409444212913513) | > loss_disc_real_5: 0.22138771414756775 (0.22276424368222555) | > loss_0: 2.476759672164917 (2.4345932006835938) | > loss_gen: 2.39345121383667 (2.503776470820109) | > loss_kl: 2.056753396987915 (2.1307024161020913) | > loss_feat: 6.511276721954346 (7.389880180358887) | > loss_mel: 12.508764266967773 (13.665423075358072) | > loss_duration: 1.6681110858917236 (1.6397500038146973) | > loss_1: 25.138357162475586 (27.329531987508137)  --> STEP: 4 | > loss_disc: 2.4532675743103027 (2.439261794090271) | > loss_disc_real_0: 0.1459592878818512 (0.15693768486380577) | > loss_disc_real_1: 0.1866960972547531 (0.18718412891030312) | > loss_disc_real_2: 0.20806460082530975 (0.2119479887187481) | > loss_disc_real_3: 0.23224075138568878 (0.22254863753914833) | > loss_disc_real_4: 0.2771298289299011 (0.26735328882932663) | > loss_disc_real_5: 0.202051043510437 (0.2175859436392784) | > loss_0: 2.4532675743103027 (2.439261794090271) | > loss_gen: 2.3690733909606934 (2.470100700855255) | > loss_kl: 1.7818059921264648 (2.043478310108185) | > loss_feat: 6.952491283416748 (7.280532956123352) | > loss_mel: 13.210871696472168 (13.551785230636597) | > loss_duration: 1.771051287651062 (1.6725753247737885) | > loss_1: 26.08529281616211 (27.01847219467163)  --> STEP: 5 | > loss_disc: 2.3040614128112793 (2.4122217178344725) | > loss_disc_real_0: 0.18953710794448853 (0.16345756947994233) | > loss_disc_real_1: 0.1376754641532898 (0.17728239595890044) | > loss_disc_real_2: 0.21384476125240326 (0.21232734322547914) | > loss_disc_real_3: 0.2956577241420746 (0.2371704548597336) | > loss_disc_real_4: 0.26570045948028564 (0.26702272295951845) | > loss_disc_real_5: 0.209352508187294 (0.21593925654888152) | > loss_0: 2.3040614128112793 (2.4122217178344725) | > loss_gen: 2.8325390815734863 (2.5425883769989013) | > loss_kl: 1.6243338584899902 (1.959649419784546) | > loss_feat: 9.498615264892578 (7.724149417877197) | > loss_mel: 17.72757339477539 (14.386942863464355) | > loss_duration: 1.521747350692749 (1.6424097299575806) | > loss_1: 33.20480728149414 (28.255739212036133) --> EVAL PERFORMANCE | > avg_loader_time: 0.15675182342529298 (+0.008405590057373069) | > avg_loss_disc: 2.4122217178344725 (+0.07685446739196777) | > avg_loss_disc_real_0: 0.16345756947994233 (+0.08077121526002885) | > avg_loss_disc_real_1: 0.17728239595890044 (-0.0036856353282928578) | > avg_loss_disc_real_2: 0.21232734322547914 (+0.00559505820274353) | > avg_loss_disc_real_3: 0.2371704548597336 (-0.011473563313484175) | > avg_loss_disc_real_4: 0.26702272295951845 (+0.04099527001380923) | > avg_loss_disc_real_5: 0.21593925654888152 (+0.04462298154830932) | > avg_loss_0: 2.4122217178344725 (+0.07685446739196777) | > avg_loss_gen: 2.5425883769989013 (+0.20807762145996067) | > avg_loss_kl: 1.959649419784546 (-0.02571029663085933) | > avg_loss_feat: 7.724149417877197 (-0.01013698577880806) | > avg_loss_mel: 14.386942863464355 (+1.0146970748901367) | > avg_loss_duration: 1.6424097299575806 (+0.005009841918945268) | > avg_loss_1: 28.255739212036133 (+1.1919364929199219)  > EPOCH: 101/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 16:46:41)   --> TIME: 2025-02-20 16:46:55 -- STEP: 13/924 -- GLOBAL_STEP: 139200 | > loss_disc: 2.2234530448913574 (2.300868401160607) | > loss_disc_real_0: 0.10665582120418549 (0.14392540088066685) | > loss_disc_real_1: 0.20596517622470856 (0.1924289075227884) | > loss_disc_real_2: 0.2232663929462433 (0.20751293232807747) | > loss_disc_real_3: 0.1991139054298401 (0.21142877752964312) | > loss_disc_real_4: 0.1958227902650833 (0.20494521925082573) | > loss_disc_real_5: 0.20104512572288513 (0.21261846675322607) | > loss_0: 2.2234530448913574 (2.300868401160607) | > grad_norm_0: tensor(51.1132, device='cuda:0') (tensor(73.6540, device='cuda:0')) | > loss_gen: 2.7134947776794434 (2.637972886745746) | > loss_kl: 2.051008701324463 (2.139359895999615) | > loss_feat: 8.139930725097656 (7.8550196427565355) | > loss_mel: 15.18592357635498 (15.052572250366211) | > loss_duration: 1.6207361221313477 (1.5926925769219031) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.71109390258789 (29.277617821326622) | > grad_norm_1: tensor(448.5670, device='cuda:0') (tensor(657.1347, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.8991 (0.8959844845991868) | > loader_time: 0.0106 (0.01125946411719689)  --> TIME: 2025-02-20 16:47:41 -- STEP: 63/924 -- GLOBAL_STEP: 139250 | > loss_disc: 2.1615421772003174 (2.2471925682491736) | > loss_disc_real_0: 0.04683878272771835 (0.13376200412000933) | > loss_disc_real_1: 0.18851077556610107 (0.1895439168290486) | > loss_disc_real_2: 0.2070290744304657 (0.20553575669016158) | > loss_disc_real_3: 0.2162369042634964 (0.20680988237025247) | > loss_disc_real_4: 0.22451072931289673 (0.20815597853017231) | > loss_disc_real_5: 0.1904519498348236 (0.2016859142080186) | > loss_0: 2.1615421772003174 (2.2471925682491736) | > grad_norm_0: tensor(38.4575, device='cuda:0') (tensor(61.5995, device='cuda:0')) | > loss_gen: 2.962430477142334 (2.7566352685292563) | > loss_kl: 2.222916841506958 (2.1036359525862203) | > loss_feat: 8.87946605682373 (8.254458215501572) | > loss_mel: 16.010881423950195 (14.954254135252937) | > loss_duration: 1.6175625324249268 (1.6080736375990368) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.69325828552246 (29.677057508438352) | > grad_norm_1: tensor(1000.7552, device='cuda:0') (tensor(851.3550, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.8891 (0.891306790094527) | > loader_time: 0.016 (0.011589534698970736)  --> TIME: 2025-02-20 16:48:26 -- STEP: 113/924 -- GLOBAL_STEP: 139300 | > loss_disc: 2.2339234352111816 (2.241868763898326) | > loss_disc_real_0: 0.13392199575901031 (0.1302732013627491) | > loss_disc_real_1: 0.20473439991474152 (0.188531780533031) | > loss_disc_real_2: 0.22529283165931702 (0.20467564265812394) | > loss_disc_real_3: 0.28794971108436584 (0.2077333600120207) | > loss_disc_real_4: 0.22212575376033783 (0.2087969190515248) | > loss_disc_real_5: 0.2186993956565857 (0.20147516031180862) | > loss_0: 2.2339234352111816 (2.241868763898326) | > grad_norm_0: tensor(58.4745, device='cuda:0') (tensor(59.1664, device='cuda:0')) | > loss_gen: 3.0070300102233887 (2.7792105527050723) | > loss_kl: 2.0787277221679688 (2.1244614134847595) | > loss_feat: 7.586131572723389 (8.410626449416167) | > loss_mel: 14.395573616027832 (15.092489943040155) | > loss_duration: 1.582653284072876 (1.6064447449371877) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.650115966796875 (30.013233319847984) | > grad_norm_1: tensor(1114.7887, device='cuda:0') (tensor(889.3085, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.8417 (0.889861035135995) | > loader_time: 0.0093 (0.011373946097044816)  --> TIME: 2025-02-20 16:49:11 -- STEP: 163/924 -- GLOBAL_STEP: 139350 | > loss_disc: 2.239589214324951 (2.239451598536018) | > loss_disc_real_0: 0.1570194810628891 (0.1294838429137241) | > loss_disc_real_1: 0.21649044752120972 (0.1895170230989807) | > loss_disc_real_2: 0.22872506082057953 (0.2039160430431366) | > loss_disc_real_3: 0.2226470708847046 (0.20698184542860712) | > loss_disc_real_4: 0.2086714655160904 (0.2083717064440616) | > loss_disc_real_5: 0.25390204787254333 (0.20022672113099713) | > loss_0: 2.239589214324951 (2.239451598536018) | > grad_norm_0: tensor(74.8466, device='cuda:0') (tensor(62.0005, device='cuda:0')) | > loss_gen: 3.0674803256988525 (2.790255444181477) | > loss_kl: 2.1314697265625 (2.1220545264109516) | > loss_feat: 9.522072792053223 (8.417795675663855) | > loss_mel: 16.302709579467773 (15.101336643008366) | > loss_duration: 1.559670329093933 (1.6054021237086662) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.583404541015625 (30.036844616287325) | > grad_norm_1: tensor(1064.4788, device='cuda:0') (tensor(912.4398, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.8579 (0.8903042875184604) | > loader_time: 0.01 (0.011398294952018124)  --> TIME: 2025-02-20 16:49:57 -- STEP: 213/924 -- GLOBAL_STEP: 139400 | > loss_disc: 2.3087902069091797 (2.2367373072485406) | > loss_disc_real_0: 0.0970751941204071 (0.1267993568744457) | > loss_disc_real_1: 0.1955583393573761 (0.19065212650758) | > loss_disc_real_2: 0.20809553563594818 (0.20330737936944468) | > loss_disc_real_3: 0.18944281339645386 (0.206978130578435) | > loss_disc_real_4: 0.19645260274410248 (0.20834384187006613) | > loss_disc_real_5: 0.22836963832378387 (0.20063956823427354) | > loss_0: 2.3087902069091797 (2.2367373072485406) | > grad_norm_0: tensor(58.8998, device='cuda:0') (tensor(61.0151, device='cuda:0')) | > loss_gen: 2.497169256210327 (2.7950530343212434) | > loss_kl: 2.1497695446014404 (2.1269914012559723) | > loss_feat: 8.566405296325684 (8.454693310697307) | > loss_mel: 15.912504196166992 (15.137462947290269) | > loss_duration: 1.6053624153137207 (1.603872842072321) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.731210708618164 (30.11807365596574) | > grad_norm_1: tensor(296.8073, device='cuda:0') (tensor(921.4770, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.8932 (0.8903299710000625) | > loader_time: 0.011 (0.011445085767289278)  --> TIME: 2025-02-20 16:50:42 -- STEP: 263/924 -- GLOBAL_STEP: 139450 | > loss_disc: 2.254852056503296 (2.235415229325965) | > loss_disc_real_0: 0.14582696557044983 (0.12552095285329976) | > loss_disc_real_1: 0.17159612476825714 (0.19075242602779838) | > loss_disc_real_2: 0.2397322654724121 (0.2031649618547679) | > loss_disc_real_3: 0.2133958786725998 (0.2067985906913706) | > loss_disc_real_4: 0.1917552351951599 (0.2084371010726849) | > loss_disc_real_5: 0.22352148592472076 (0.20123413681077412) | > loss_0: 2.254852056503296 (2.235415229325965) | > grad_norm_0: tensor(94.9057, device='cuda:0') (tensor(61.0901, device='cuda:0')) | > loss_gen: 2.798617124557495 (2.7943834687367137) | > loss_kl: 2.2914326190948486 (2.132366590173528) | > loss_feat: 8.612336158752441 (8.468126153764613) | > loss_mel: 14.906974792480469 (15.11815842022914) | > loss_duration: 1.5836001634597778 (1.6040943126714726) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.192960739135742 (30.117129046654068) | > grad_norm_1: tensor(1441.2506, device='cuda:0') (tensor(956.6372, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.8979 (0.8914523967771929) | > loader_time: 0.0099 (0.011446190424291803)  --> TIME: 2025-02-20 16:51:28 -- STEP: 313/924 -- GLOBAL_STEP: 139500 | > loss_disc: 2.1323671340942383 (2.2358360039159506) | > loss_disc_real_0: 0.11572259664535522 (0.12648010125365872) | > loss_disc_real_1: 0.17742441594600677 (0.1909571686587014) | > loss_disc_real_2: 0.17601335048675537 (0.20313555449723433) | > loss_disc_real_3: 0.1828368455171585 (0.20641868525800613) | > loss_disc_real_4: 0.2049759328365326 (0.20895078916328788) | > loss_disc_real_5: 0.1840096414089203 (0.20129583666499815) | > loss_0: 2.1323671340942383 (2.2358360039159506) | > grad_norm_0: tensor(41.6992, device='cuda:0') (tensor(62.4207, device='cuda:0')) | > loss_gen: 2.6819796562194824 (2.79521020685141) | > loss_kl: 2.0952084064483643 (2.143033036027855) | > loss_feat: 8.293802261352539 (8.479223281811594) | > loss_mel: 15.053021430969238 (15.106529985373012) | > loss_duration: 1.633042573928833 (1.603275692881867) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.757055282592773 (30.1272722859733) | > grad_norm_1: tensor(844.6258, device='cuda:0') (tensor(959.5644, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.8837 (0.8918745060698293) | > loader_time: 0.0103 (0.01142027659918934)  --> TIME: 2025-02-20 16:52:13 -- STEP: 363/924 -- GLOBAL_STEP: 139550 | > loss_disc: 2.2404799461364746 (2.237265221671952) | > loss_disc_real_0: 0.19623735547065735 (0.12696592499484036) | > loss_disc_real_1: 0.18164074420928955 (0.1906974724912118) | > loss_disc_real_2: 0.19019775092601776 (0.20300961714802365) | > loss_disc_real_3: 0.21083395183086395 (0.2065100595560284) | > loss_disc_real_4: 0.21749460697174072 (0.20881612738466135) | > loss_disc_real_5: 0.2165420800447464 (0.20192250096272502) | > loss_0: 2.2404799461364746 (2.237265221671952) | > grad_norm_0: tensor(90.8108, device='cuda:0') (tensor(63.3327, device='cuda:0')) | > loss_gen: 3.113994598388672 (2.795042799195637) | > loss_kl: 2.142277717590332 (2.1462270527175016) | > loss_feat: 8.426395416259766 (8.46012111800432) | > loss_mel: 15.387845039367676 (15.081119768547289) | > loss_duration: 1.6424195766448975 (1.6035352462579393) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.712932586669922 (30.086046050731145) | > grad_norm_1: tensor(1114.5669, device='cuda:0') (tensor(961.7433, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.8943 (0.8929026251653666) | > loader_time: 0.0101 (0.011365527949057336)  --> TIME: 2025-02-20 16:52:59 -- STEP: 413/924 -- GLOBAL_STEP: 139600 | > loss_disc: 2.2568018436431885 (2.239381227019913) | > loss_disc_real_0: 0.10286460816860199 (0.12702880439869427) | > loss_disc_real_1: 0.1511603444814682 (0.19065928549368213) | > loss_disc_real_2: 0.17468534409999847 (0.2029682101262395) | > loss_disc_real_3: 0.20040704309940338 (0.20661019759374438) | > loss_disc_real_4: 0.1780128926038742 (0.20890324398622678) | > loss_disc_real_5: 0.22594693303108215 (0.20260389960995598) | > loss_0: 2.2568018436431885 (2.239381227019913) | > grad_norm_0: tensor(72.7059, device='cuda:0') (tensor(63.4485, device='cuda:0')) | > loss_gen: 2.7759265899658203 (2.790656219094485) | > loss_kl: 2.1124987602233887 (2.1462697705691447) | > loss_feat: 8.856832504272461 (8.44769069588501) | > loss_mel: 14.938167572021484 (15.080965817984888) | > loss_duration: 1.5726168155670166 (1.6036239210110308) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.25604248046875 (30.06920648256168) | > grad_norm_1: tensor(1287.7372, device='cuda:0') (tensor(971.8430, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.8633 (0.8926126870346993) | > loader_time: 0.0101 (0.01131452601989303)  --> TIME: 2025-02-20 16:53:44 -- STEP: 463/924 -- GLOBAL_STEP: 139650 | > loss_disc: 2.294679880142212 (2.2381823389885493) | > loss_disc_real_0: 0.14257824420928955 (0.12678647699482237) | > loss_disc_real_1: 0.18829360604286194 (0.19048681024856237) | > loss_disc_real_2: 0.23769982159137726 (0.20298490681349587) | > loss_disc_real_3: 0.23971357941627502 (0.206569383520287) | > loss_disc_real_4: 0.24206431210041046 (0.20889297201746743) | > loss_disc_real_5: 0.2335742712020874 (0.20235686593127816) | > loss_0: 2.294679880142212 (2.2381823389885493) | > grad_norm_0: tensor(77.6300, device='cuda:0') (tensor(63.6240, device='cuda:0')) | > loss_gen: 2.8056366443634033 (2.7907839320905765) | > loss_kl: 2.0550765991210938 (2.1452535177152585) | > loss_feat: 8.067005157470703 (8.450816564374563) | > loss_mel: 14.622733116149902 (15.083790014938453) | > loss_duration: 1.6397650241851807 (1.603416770632272) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.190217971801758 (30.07406084377874) | > grad_norm_1: tensor(1099.5851, device='cuda:0') (tensor(981.4572, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.8644 (0.8926285924973292) | > loader_time: 0.014 (0.011281466123609772)  --> TIME: 2025-02-20 16:54:30 -- STEP: 513/924 -- GLOBAL_STEP: 139700 | > loss_disc: 2.1227059364318848 (2.2384199484979432) | > loss_disc_real_0: 0.09465568512678146 (0.12718726063535687) | > loss_disc_real_1: 0.18078510463237762 (0.1902356850996352) | > loss_disc_real_2: 0.1853061318397522 (0.2030551264509123) | > loss_disc_real_3: 0.21207383275032043 (0.20639397346253052) | > loss_disc_real_4: 0.2472352832555771 (0.20907413831695945) | > loss_disc_real_5: 0.21459203958511353 (0.20265861392950688) | > loss_0: 2.1227059364318848 (2.2384199484979432) | > grad_norm_0: tensor(61.3318, device='cuda:0') (tensor(64.0585, device='cuda:0')) | > loss_gen: 2.866431713104248 (2.7881766016255565) | > loss_kl: 2.257129430770874 (2.145655101502849) | > loss_feat: 8.71154499053955 (8.445216098956436) | > loss_mel: 15.70081901550293 (15.084582330655401) | > loss_duration: 1.6052746772766113 (1.6034261559882357) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.14120101928711 (30.06705632869728) | > grad_norm_1: tensor(965.2786, device='cuda:0') (tensor(988.1734, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.863 (0.8925871742166739) | > loader_time: 0.0106 (0.0112719033893786)  --> TIME: 2025-02-20 16:55:15 -- STEP: 563/924 -- GLOBAL_STEP: 139750 | > loss_disc: 2.43870210647583 (2.2398342707229126) | > loss_disc_real_0: 0.1669856160879135 (0.12747700675845564) | > loss_disc_real_1: 0.21882495284080505 (0.19042652525126827) | > loss_disc_real_2: 0.2206328809261322 (0.2032927859634108) | > loss_disc_real_3: 0.2109678089618683 (0.20637021696800448) | > loss_disc_real_4: 0.21003854274749756 (0.20900161259974717) | > loss_disc_real_5: 0.24225187301635742 (0.2024647509596488) | > loss_0: 2.43870210647583 (2.2398342707229126) | > grad_norm_0: tensor(65.6718, device='cuda:0') (tensor(64.0278, device='cuda:0')) | > loss_gen: 2.5006120204925537 (2.7860686122630027) | > loss_kl: 2.081249237060547 (2.145672276430825) | > loss_feat: 6.638963222503662 (8.43279942737804) | > loss_mel: 12.576053619384766 (15.076923914108141) | > loss_duration: 1.6055117845535278 (1.6035484437620657) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.40239143371582 (30.045012716289946) | > grad_norm_1: tensor(486.5327, device='cuda:0') (tensor(979.1468, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.8963 (0.8932005520612266) | > loader_time: 0.0111 (0.011242495125182784)  --> TIME: 2025-02-20 16:56:01 -- STEP: 613/924 -- GLOBAL_STEP: 139800 | > loss_disc: 2.2020106315612793 (2.2381759543597792) | > loss_disc_real_0: 0.07536227256059647 (0.12731079610754373) | > loss_disc_real_1: 0.23552392423152924 (0.19044259472538938) | > loss_disc_real_2: 0.21818438172340393 (0.2032888913572709) | > loss_disc_real_3: 0.2377060055732727 (0.20613608318479773) | > loss_disc_real_4: 0.25805920362472534 (0.20877894452890003) | > loss_disc_real_5: 0.2329881489276886 (0.202569903912202) | > loss_0: 2.2020106315612793 (2.2381759543597792) | > grad_norm_0: tensor(24.2315, device='cuda:0') (tensor(63.7285, device='cuda:0')) | > loss_gen: 3.104444980621338 (2.7882641466367897) | > loss_kl: 2.1569457054138184 (2.144611501382577) | > loss_feat: 8.303580284118652 (8.443086049296145) | > loss_mel: 15.331804275512695 (15.079248372337752) | > loss_duration: 1.603235125541687 (1.6033155330825974) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.500009536743164 (30.05852567663395) | > grad_norm_1: tensor(1073.0437, device='cuda:0') (tensor(981.8386, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.8608 (0.8930793329708728) | > loader_time: 0.0109 (0.011271322726425503)  --> TIME: 2025-02-20 16:56:46 -- STEP: 663/924 -- GLOBAL_STEP: 139850 | > loss_disc: 2.2840335369110107 (2.239121474471747) | > loss_disc_real_0: 0.12079133093357086 (0.12790862766416183) | > loss_disc_real_1: 0.22595050930976868 (0.19047874212265004) | > loss_disc_real_2: 0.20406708121299744 (0.20349935701799604) | > loss_disc_real_3: 0.22244416177272797 (0.2060061150861183) | > loss_disc_real_4: 0.24185287952423096 (0.20868358317183855) | > loss_disc_real_5: 0.1826038658618927 (0.20229714589690734) | > loss_0: 2.2840335369110107 (2.239121474471747) | > grad_norm_0: tensor(34.8374, device='cuda:0') (tensor(63.7880, device='cuda:0')) | > loss_gen: 2.695094585418701 (2.792049930106463) | > loss_kl: 2.004758596420288 (2.1443341001306373) | > loss_feat: 7.661829471588135 (8.455189639446775) | > loss_mel: 14.5914945602417 (15.086443563032654) | > loss_duration: 1.5687220096588135 (1.603347550330298) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.521900177001953 (30.081364854608367) | > grad_norm_1: tensor(583.4154, device='cuda:0') (tensor(976.1633, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.8973 (0.8929477309749138) | > loader_time: 0.0137 (0.011286476258958277)  --> TIME: 2025-02-20 16:57:32 -- STEP: 713/924 -- GLOBAL_STEP: 139900 | > loss_disc: 2.0072150230407715 (2.2366545400980673) | > loss_disc_real_0: 0.06583090871572495 (0.12764877352607537) | > loss_disc_real_1: 0.1917477548122406 (0.19041839582639178) | > loss_disc_real_2: 0.18704399466514587 (0.2033109736183415) | > loss_disc_real_3: 0.21987120807170868 (0.2062298760424156) | > loss_disc_real_4: 0.1717042326927185 (0.208553559273523) | > loss_disc_real_5: 0.2007555365562439 (0.20210293495471152) | > loss_0: 2.0072150230407715 (2.2366545400980673) | > grad_norm_0: tensor(28.8501, device='cuda:0') (tensor(63.2834, device='cuda:0')) | > loss_gen: 2.9792745113372803 (2.791646266217656) | > loss_kl: 2.139842987060547 (2.1437272485476218) | > loss_feat: 9.064542770385742 (8.461132151883238) | > loss_mel: 15.448305130004883 (15.08348101686796) | > loss_duration: 1.6266257762908936 (1.6035627594836792) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.258590698242188 (30.08354952626275) | > grad_norm_1: tensor(884.8605, device='cuda:0') (tensor(981.0012, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.8825 (0.8930566354352997) | > loader_time: 0.0106 (0.011267492179282093)  --> TIME: 2025-02-20 16:58:17 -- STEP: 763/924 -- GLOBAL_STEP: 139950 | > loss_disc: 2.3118081092834473 (2.2351587976415717) | > loss_disc_real_0: 0.05697022005915642 (0.12753243409927206) | > loss_disc_real_1: 0.21188275516033173 (0.1900786246181627) | > loss_disc_real_2: 0.17988599836826324 (0.20308042808800814) | > loss_disc_real_3: 0.21353210508823395 (0.20623329590376216) | > loss_disc_real_4: 0.2201823741197586 (0.20846924722819607) | > loss_disc_real_5: 0.20415107905864716 (0.20212965748647566) | > loss_0: 2.3118081092834473 (2.2351587976415717) | > grad_norm_0: tensor(51.9341, device='cuda:0') (tensor(63.1683, device='cuda:0')) | > loss_gen: 2.7480711936950684 (2.793258316395013) | > loss_kl: 2.2265207767486572 (2.1452401117134845) | > loss_feat: 8.650042533874512 (8.472602143043922) | > loss_mel: 15.626553535461426 (15.092549644010251) | > loss_duration: 1.5946779251098633 (1.6036451670632912) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.845867156982422 (30.107295455032688) | > grad_norm_1: tensor(1310.8733, device='cuda:0') (tensor(983.4616, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.862 (0.893484186844932) | > loader_time: 0.01 (0.011284029499418936)  --> TIME: 2025-02-20 16:59:02 -- STEP: 813/924 -- GLOBAL_STEP: 140000 | > loss_disc: 2.0718212127685547 (2.235740696078886) | > loss_disc_real_0: 0.06199120357632637 (0.12739814800493263) | > loss_disc_real_1: 0.16448341310024261 (0.1901925270884385) | > loss_disc_real_2: 0.1835777461528778 (0.20321538397380196) | > loss_disc_real_3: 0.20356976985931396 (0.20616017958334898) | > loss_disc_real_4: 0.19003264605998993 (0.2085243961871182) | > loss_disc_real_5: 0.19167698919773102 (0.20230022008641915) | > loss_0: 2.0718212127685547 (2.235740696078886) | > grad_norm_0: tensor(38.9066, device='cuda:0') (tensor(63.0806, device='cuda:0')) | > loss_gen: 3.0120697021484375 (2.790960359397412) | > loss_kl: 2.478095054626465 (2.1461811394122554) | > loss_feat: 10.485272407531738 (8.464445641999756) | > loss_mel: 16.706010818481445 (15.083766686227195) | > loss_duration: 1.5898311138153076 (1.6037920665037142) | > amp_scaler: 128.0 (128.0) | > loss_1: 34.27128219604492 (30.089145960696364) | > grad_norm_1: tensor(1004.8646, device='cuda:0') (tensor(982.6400, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.8949 (0.8929268255151652) | > loader_time: 0.0104 (0.011264213923305318) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_140000.pth  --> TIME: 2025-02-20 16:59:50 -- STEP: 863/924 -- GLOBAL_STEP: 140050 | > loss_disc: 2.277982234954834 (2.2377265035622673) | > loss_disc_real_0: 0.12194108217954636 (0.12758312306581626) | > loss_disc_real_1: 0.205296128988266 (0.1903180363107804) | > loss_disc_real_2: 0.20601187646389008 (0.2033842276276746) | > loss_disc_real_3: 0.22923970222473145 (0.20643678032992757) | > loss_disc_real_4: 0.21634593605995178 (0.2087557014867852) | > loss_disc_real_5: 0.21861165761947632 (0.20241355999596292) | > loss_0: 2.277982234954834 (2.2377265035622673) | > grad_norm_0: tensor(41.7742, device='cuda:0') (tensor(62.9983, device='cuda:0')) | > loss_gen: 2.861293077468872 (2.7903498890502174) | > loss_kl: 2.274176836013794 (2.148863334506579) | > loss_feat: 7.881000995635986 (8.461439962044516) | > loss_mel: 13.963942527770996 (15.089668500464871) | > loss_duration: 1.6275452375411987 (1.603947283771333) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.607959747314453 (30.09426901984187) | > grad_norm_1: tensor(1158.0957, device='cuda:0') (tensor(980.6081, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.8772 (0.8920788695886818) | > loader_time: 0.0111 (0.011253865817745212)  --> TIME: 2025-02-20 17:00:35 -- STEP: 913/924 -- GLOBAL_STEP: 140100 | > loss_disc: 2.138427257537842 (2.2370460481267664) | > loss_disc_real_0: 0.14471274614334106 (0.12685263284195425) | > loss_disc_real_1: 0.1966404914855957 (0.19031033014546078) | > loss_disc_real_2: 0.19129982590675354 (0.20342548619160122) | > loss_disc_real_3: 0.2127649039030075 (0.20642865379825484) | > loss_disc_real_4: 0.20153363049030304 (0.20883368428996452) | > loss_disc_real_5: 0.15940305590629578 (0.2025943347717037) | > loss_0: 2.138427257537842 (2.2370460481267664) | > grad_norm_0: tensor(60.6301, device='cuda:0') (tensor(63.3035, device='cuda:0')) | > loss_gen: 2.989382743835449 (2.7925841771759856) | > loss_kl: 2.1090354919433594 (2.151953244261517) | > loss_feat: 8.646482467651367 (8.471478139975504) | > loss_mel: 14.907391548156738 (15.102073434409803) | > loss_duration: 1.619149088859558 (1.6036662618014528) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.271442413330078 (30.12175533048164) | > grad_norm_1: tensor(1136.7678, device='cuda:0') (tensor(982.7172, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.854 (0.8913394462109134) | > loader_time: 0.0104 (0.011244652958062505)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3245110511779785 (2.3245110511779785) | > loss_disc_real_0: 0.15470343828201294 (0.15470343828201294) | > loss_disc_real_1: 0.241205632686615 (0.241205632686615) | > loss_disc_real_2: 0.19843612611293793 (0.19843612611293793) | > loss_disc_real_3: 0.21133482456207275 (0.21133482456207275) | > loss_disc_real_4: 0.27374395728111267 (0.27374395728111267) | > loss_disc_real_5: 0.18188345432281494 (0.18188345432281494) | > loss_0: 2.3245110511779785 (2.3245110511779785) | > loss_gen: 2.6159262657165527 (2.6159262657165527) | > loss_kl: 1.9503178596496582 (1.9503178596496582) | > loss_feat: 7.01214599609375 (7.01214599609375) | > loss_mel: 12.91096019744873 (12.91096019744873) | > loss_duration: 1.6712226867675781 (1.6712226867675781) | > loss_1: 26.160573959350586 (26.160573959350586)  --> STEP: 1 | > loss_disc: 2.291318416595459 (2.291318416595459) | > loss_disc_real_0: 0.16307897865772247 (0.16307897865772247) | > loss_disc_real_1: 0.21204280853271484 (0.21204280853271484) | > loss_disc_real_2: 0.19431112706661224 (0.19431112706661224) | > loss_disc_real_3: 0.17021676898002625 (0.17021676898002625) | > loss_disc_real_4: 0.25254857540130615 (0.25254857540130615) | > loss_disc_real_5: 0.18415844440460205 (0.18415844440460205) | > loss_0: 2.291318416595459 (2.291318416595459) | > loss_gen: 2.5454580783843994 (2.5454580783843994) | > loss_kl: 2.0808303356170654 (2.0808303356170654) | > loss_feat: 7.747007369995117 (7.747007369995117) | > loss_mel: 14.449969291687012 (14.449969291687012) | > loss_duration: 1.6852229833602905 (1.6852229833602905) | > loss_1: 28.508487701416016 (28.508487701416016)  --> STEP: 2 | > loss_disc: 2.3709282875061035 (2.3311233520507812) | > loss_disc_real_0: 0.16781845688819885 (0.16544871777296066) | > loss_disc_real_1: 0.19415825605392456 (0.2031005322933197) | > loss_disc_real_2: 0.196365088224411 (0.19533810764551163) | > loss_disc_real_3: 0.19893766939640045 (0.18457721918821335) | > loss_disc_real_4: 0.24234730005264282 (0.2474479377269745) | > loss_disc_real_5: 0.20294195413589478 (0.1935501992702484) | > loss_0: 2.3709282875061035 (2.3311233520507812) | > loss_gen: 2.4210009574890137 (2.4832295179367065) | > loss_kl: 2.0405287742614746 (2.06067955493927) | > loss_feat: 7.022502422332764 (7.38475489616394) | > loss_mel: 13.644548416137695 (14.047258853912354) | > loss_duration: 1.585744857788086 (1.6354839205741882) | > loss_1: 26.714326858520508 (27.61140727996826)  --> STEP: 3 | > loss_disc: 2.219649314880371 (2.2939653396606445) | > loss_disc_real_0: 0.14701439440250397 (0.15930394331614176) | > loss_disc_real_1: 0.20102542638778687 (0.20240883032480875) | > loss_disc_real_2: 0.19749332964420319 (0.1960565149784088) | > loss_disc_real_3: 0.15938225388526917 (0.17617889742056528) | > loss_disc_real_4: 0.2597114145755768 (0.25153576334317523) | > loss_disc_real_5: 0.15640641748905182 (0.1811689386765162) | > loss_0: 2.219649314880371 (2.2939653396606445) | > loss_gen: 2.5799388885498047 (2.5154659748077393) | > loss_kl: 2.072397232055664 (2.0645854473114014) | > loss_feat: 8.065239906311035 (7.611583232879639) | > loss_mel: 14.724897384643555 (14.273138364156088) | > loss_duration: 1.663964867591858 (1.6449775695800781) | > loss_1: 29.10643768310547 (28.109750747680664)  --> STEP: 4 | > loss_disc: 2.3810884952545166 (2.3157461285591125) | > loss_disc_real_0: 0.14270290732383728 (0.15515368431806564) | > loss_disc_real_1: 0.19527225196361542 (0.20062468573451042) | > loss_disc_real_2: 0.21516507863998413 (0.20083365589380264) | > loss_disc_real_3: 0.2012939602136612 (0.18245766311883926) | > loss_disc_real_4: 0.2529735863208771 (0.2518952190876007) | > loss_disc_real_5: 0.19180357456207275 (0.18382759764790535) | > loss_0: 2.3810884952545166 (2.3157461285591125) | > loss_gen: 2.3748276233673096 (2.480306386947632) | > loss_kl: 2.0254523754119873 (2.054802179336548) | > loss_feat: 6.632754802703857 (7.366876125335693) | > loss_mel: 12.50255298614502 (13.83049201965332) | > loss_duration: 1.7553728818893433 (1.6725763976573944) | > loss_1: 25.29096031188965 (27.40505313873291)  --> STEP: 5 | > loss_disc: 2.5597434043884277 (2.3645455837249756) | > loss_disc_real_0: 0.16221264004707336 (0.15656547546386718) | > loss_disc_real_1: 0.23559020459651947 (0.20761778950691223) | > loss_disc_real_2: 0.22446508705615997 (0.2055599421262741) | > loss_disc_real_3: 0.20342905819416046 (0.18665194213390351) | > loss_disc_real_4: 0.2780778706073761 (0.2571317493915558) | > loss_disc_real_5: 0.21772943437099457 (0.1906079649925232) | > loss_0: 2.5597434043884277 (2.3645455837249756) | > loss_gen: 2.214728593826294 (2.427190828323364) | > loss_kl: 2.1971497535705566 (2.08327169418335) | > loss_feat: 5.855578899383545 (7.064616680145264) | > loss_mel: 9.396530151367188 (12.943699645996094) | > loss_duration: 1.546405553817749 (1.6473422288894652) | > loss_1: 21.21039390563965 (26.16612129211426) --> EVAL PERFORMANCE | > avg_loader_time: 0.15642156600952148 (-0.00033025741577150103) | > avg_loss_disc: 2.3645455837249756 (-0.04767613410949689) | > avg_loss_disc_real_0: 0.15656547546386718 (-0.0068920940160751565) | > avg_loss_disc_real_1: 0.20761778950691223 (+0.03033539354801179) | > avg_loss_disc_real_2: 0.2055599421262741 (-0.006767401099205039) | > avg_loss_disc_real_3: 0.18665194213390351 (-0.05051851272583008) | > avg_loss_disc_real_4: 0.2571317493915558 (-0.009890973567962646) | > avg_loss_disc_real_5: 0.1906079649925232 (-0.025331291556358326) | > avg_loss_0: 2.3645455837249756 (-0.04767613410949689) | > avg_loss_gen: 2.427190828323364 (-0.1153975486755372) | > avg_loss_kl: 2.08327169418335 (+0.1236222743988038) | > avg_loss_feat: 7.064616680145264 (-0.6595327377319338) | > avg_loss_mel: 12.943699645996094 (-1.443243217468261) | > avg_loss_duration: 1.6473422288894652 (+0.004932498931884632) | > avg_loss_1: 26.16612129211426 (-2.0896179199218743)  > EPOCH: 102/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 17:00:53)   --> TIME: 2025-02-20 17:01:30 -- STEP: 39/924 -- GLOBAL_STEP: 140150 | > loss_disc: 2.4990482330322266 (2.229935884475708) | > loss_disc_real_0: 0.07523377984762192 (0.1223286598538741) | > loss_disc_real_1: 0.1992243528366089 (0.18843613450343788) | > loss_disc_real_2: 0.20486995577812195 (0.2022490707727579) | > loss_disc_real_3: 0.16830481588840485 (0.20858893333337244) | > loss_disc_real_4: 0.2365383505821228 (0.21099622967915657) | > loss_disc_real_5: 0.19649332761764526 (0.20256717885151887) | > loss_0: 2.4990482330322266 (2.229935884475708) | > grad_norm_0: tensor(34.2836, device='cuda:0') (tensor(60.4161, device='cuda:0')) | > loss_gen: 2.301255941390991 (2.8039777890229836) | > loss_kl: 2.056760549545288 (2.153474373695178) | > loss_feat: 7.101315498352051 (8.495533380752954) | > loss_mel: 14.107488632202148 (15.083618530860313) | > loss_duration: 1.5938910245895386 (1.6033119207773454) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.16071128845215 (30.139915857559597) | > grad_norm_1: tensor(1054.6926, device='cuda:0') (tensor(1078.0919, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.8976 (0.8903415264227451) | > loader_time: 0.011 (0.011246088223579602)  --> TIME: 2025-02-20 17:02:16 -- STEP: 89/924 -- GLOBAL_STEP: 140200 | > loss_disc: 2.430756092071533 (2.2303851588388492) | > loss_disc_real_0: 0.2369319200515747 (0.12397614527451858) | > loss_disc_real_1: 0.17445845901966095 (0.18790589373433184) | > loss_disc_real_2: 0.1891316920518875 (0.20163082825333883) | > loss_disc_real_3: 0.2157251089811325 (0.20747593915864324) | > loss_disc_real_4: 0.2066567838191986 (0.20937752087464498) | > loss_disc_real_5: 0.23586440086364746 (0.2028656941786241) | > loss_0: 2.430756092071533 (2.2303851588388492) | > grad_norm_0: tensor(112.0426, device='cuda:0') (tensor(55.8578, device='cuda:0')) | > loss_gen: 2.5356736183166504 (2.782226511601652) | > loss_kl: 2.1418349742889404 (2.145827581373493) | > loss_feat: 7.1374006271362305 (8.421819167190721) | > loss_mel: 14.089923858642578 (14.937881855482466) | > loss_duration: 1.5935860872268677 (1.605220999610558) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.4984188079834 (29.892976182230402) | > grad_norm_1: tensor(897.2430, device='cuda:0') (tensor(1033.7271, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.8752 (0.8924163700489516) | > loader_time: 0.0125 (0.0113709642646018)  --> TIME: 2025-02-20 17:03:01 -- STEP: 139/924 -- GLOBAL_STEP: 140250 | > loss_disc: 2.3962011337280273 (2.2322477402446923) | > loss_disc_real_0: 0.18068604171276093 (0.12326898133690412) | > loss_disc_real_1: 0.18161872029304504 (0.18884274470720358) | > loss_disc_real_2: 0.20588287711143494 (0.2025897479314598) | > loss_disc_real_3: 0.215077742934227 (0.20607600698796966) | > loss_disc_real_4: 0.2064312845468521 (0.2095975987345195) | > loss_disc_real_5: 0.22616751492023468 (0.20402841559416957) | > loss_0: 2.3962011337280273 (2.2322477402446923) | > grad_norm_0: tensor(85.4316, device='cuda:0') (tensor(56.8583, device='cuda:0')) | > loss_gen: 2.6665470600128174 (2.786965752677094) | > loss_kl: 2.163119077682495 (2.1323131760247325) | > loss_feat: 7.144830226898193 (8.438979488482575) | > loss_mel: 13.699945449829102 (14.973849625896207) | > loss_duration: 1.6231573820114136 (1.6048198192239664) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.29759979248047 (29.936927877741752) | > grad_norm_1: tensor(944.4822, device='cuda:0') (tensor(1004.4136, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 1.3857 (0.8919341649940545) | > loader_time: 0.0104 (0.011152041044166616)  --> TIME: 2025-02-20 17:03:46 -- STEP: 189/924 -- GLOBAL_STEP: 140300 | > loss_disc: 2.1794233322143555 (2.229725135066521) | > loss_disc_real_0: 0.11174655705690384 (0.12262716607520822) | > loss_disc_real_1: 0.17399117350578308 (0.18871208024088038) | > loss_disc_real_2: 0.2271852344274521 (0.20291391417147614) | > loss_disc_real_3: 0.17963171005249023 (0.20596892106785342) | > loss_disc_real_4: 0.18215477466583252 (0.20930987888227695) | > loss_disc_real_5: 0.16553688049316406 (0.20403036751129008) | > loss_0: 2.1794233322143555 (2.229725135066521) | > grad_norm_0: tensor(24.5433, device='cuda:0') (tensor(57.6140, device='cuda:0')) | > loss_gen: 2.8291358947753906 (2.7941194047372813) | > loss_kl: 2.324824810028076 (2.1443788689911036) | > loss_feat: 8.43239974975586 (8.46042595969306) | > loss_mel: 14.880637168884277 (15.005673756675115) | > loss_duration: 1.5672780275344849 (1.6016984547256792) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.034276962280273 (30.006296460590665) | > grad_norm_1: tensor(1080.1754, device='cuda:0') (tensor(1048.8844, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.9233 (0.8910220300079023) | > loader_time: 0.0137 (0.011164388959369963)  --> TIME: 2025-02-20 17:04:32 -- STEP: 239/924 -- GLOBAL_STEP: 140350 | > loss_disc: 2.270935535430908 (2.233645935936451) | > loss_disc_real_0: 0.12169936299324036 (0.1239475729918131) | > loss_disc_real_1: 0.16983233392238617 (0.1897377606216335) | > loss_disc_real_2: 0.23387618362903595 (0.20301281196302942) | > loss_disc_real_3: 0.20900125801563263 (0.20579070420195364) | > loss_disc_real_4: 0.2368551641702652 (0.20880246442980346) | > loss_disc_real_5: 0.17381247878074646 (0.20428737262302862) | > loss_0: 2.270935535430908 (2.233645935936451) | > grad_norm_0: tensor(51.1524, device='cuda:0') (tensor(60.9572, device='cuda:0')) | > loss_gen: 2.7839839458465576 (2.8015287890095095) | > loss_kl: 2.0377650260925293 (2.14082475536538) | > loss_feat: 7.7901225090026855 (8.472315279509738) | > loss_mel: 14.510934829711914 (15.059627664637866) | > loss_duration: 1.596527338027954 (1.6036803333330354) | > amp_scaler: 128.0 (129.07112970711296) | > loss_1: 28.719331741333008 (30.07797684928862) | > grad_norm_1: tensor(517.4786, device='cuda:0') (tensor(1029.8838, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.8956 (0.8922331901773748) | > loader_time: 0.011 (0.011187903551875798)  --> TIME: 2025-02-20 17:05:17 -- STEP: 289/924 -- GLOBAL_STEP: 140400 | > loss_disc: 2.123455286026001 (2.2366789369022135) | > loss_disc_real_0: 0.09087640047073364 (0.12535609120573968) | > loss_disc_real_1: 0.1672130972146988 (0.18981171520523543) | > loss_disc_real_2: 0.21226872503757477 (0.20292430961420785) | > loss_disc_real_3: 0.19557838141918182 (0.20605791383342342) | > loss_disc_real_4: 0.20446649193763733 (0.20825996835132785) | > loss_disc_real_5: 0.20396557450294495 (0.20534141882480633) | > loss_0: 2.123455286026001 (2.2366789369022135) | > grad_norm_0: tensor(56.3624, device='cuda:0') (tensor(61.0739, device='cuda:0')) | > loss_gen: 2.8899216651916504 (2.7889393085426946) | > loss_kl: 2.283602237701416 (2.1408988748867213) | > loss_feat: 9.431703567504883 (8.446655732125151) | > loss_mel: 16.07723045349121 (15.064802641687093) | > loss_duration: 1.6381930112838745 (1.604064505405492) | > amp_scaler: 128.0 (128.88581314878894) | > loss_1: 32.320648193359375 (30.045361033772927) | > grad_norm_1: tensor(1515.1909, device='cuda:0') (tensor(994.9558, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.895 (0.892005281052375) | > loader_time: 0.0168 (0.011181323998527134)  --> TIME: 2025-02-20 17:06:03 -- STEP: 339/924 -- GLOBAL_STEP: 140450 | > loss_disc: 2.1826493740081787 (2.234492376490679) | > loss_disc_real_0: 0.12702909111976624 (0.125706973416967) | > loss_disc_real_1: 0.17316031455993652 (0.18954900654367984) | > loss_disc_real_2: 0.21229055523872375 (0.20268149792620563) | > loss_disc_real_3: 0.17752936482429504 (0.20594949207123042) | > loss_disc_real_4: 0.2050497829914093 (0.2083112502080501) | > loss_disc_real_5: 0.23063841462135315 (0.20441989117139917) | > loss_0: 2.1826493740081787 (2.234492376490679) | > grad_norm_0: tensor(72.6224, device='cuda:0') (tensor(61.0592, device='cuda:0')) | > loss_gen: 2.778597593307495 (2.7913226912506928) | > loss_kl: 2.125756025314331 (2.135629973580355) | > loss_feat: 8.861039161682129 (8.460643631870418) | > loss_mel: 16.300508499145508 (15.096745645753751) | > loss_duration: 1.5984983444213867 (1.6043542099561663) | > amp_scaler: 128.0 (128.7551622418879) | > loss_1: 31.664398193359375 (30.088696105641954) | > grad_norm_1: tensor(1317.4735, device='cuda:0') (tensor(992.9460, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.8933 (0.8929202528478122) | > loader_time: 0.0106 (0.011209162990603835)  --> TIME: 2025-02-20 17:06:48 -- STEP: 389/924 -- GLOBAL_STEP: 140500 | > loss_disc: 2.145993947982788 (2.2344483504871464) | > loss_disc_real_0: 0.185231015086174 (0.12547643212625476) | > loss_disc_real_1: 0.1804625540971756 (0.18946146417246373) | > loss_disc_real_2: 0.19356268644332886 (0.2028903080519183) | > loss_disc_real_3: 0.1903628408908844 (0.20596011500125672) | > loss_disc_real_4: 0.17545153200626373 (0.2082416813600339) | > loss_disc_real_5: 0.2018422782421112 (0.2042507477545187) | > loss_0: 2.145993947982788 (2.2344483504871464) | > grad_norm_0: tensor(87.6102, device='cuda:0') (tensor(60.8710, device='cuda:0')) | > loss_gen: 2.9885900020599365 (2.791656300463836) | > loss_kl: 2.221569538116455 (2.1365421422036572) | > loss_feat: 9.126304626464844 (8.458524082497647) | > loss_mel: 15.544374465942383 (15.093237663602459) | > loss_duration: 1.6058769226074219 (1.604039386182947) | > amp_scaler: 128.0 (128.65809768637538) | > loss_1: 31.48671531677246 (30.083999535724864) | > grad_norm_1: tensor(1065.2817, device='cuda:0') (tensor(994.5066, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.8956 (0.8930430786162232) | > loader_time: 0.0109 (0.011231472682217409)  --> TIME: 2025-02-20 17:07:34 -- STEP: 439/924 -- GLOBAL_STEP: 140550 | > loss_disc: 2.139765977859497 (2.2317953536070565) | > loss_disc_real_0: 0.1754513382911682 (0.12484653105700459) | > loss_disc_real_1: 0.17311842739582062 (0.1894604310155729) | > loss_disc_real_2: 0.18656349182128906 (0.2027198659396117) | > loss_disc_real_3: 0.2037002593278885 (0.20580901775789145) | > loss_disc_real_4: 0.21818876266479492 (0.20829025650893365) | > loss_disc_real_5: 0.23175741732120514 (0.2040500651391601) | > loss_0: 2.139765977859497 (2.2317953536070565) | > grad_norm_0: tensor(65.5082, device='cuda:0') (tensor(60.2436, device='cuda:0')) | > loss_gen: 3.0887551307678223 (2.7935288191384773) | > loss_kl: 2.225712776184082 (2.1414885485633888) | > loss_feat: 8.910428047180176 (8.477704440271127) | > loss_mel: 14.814990043640137 (15.098886937378206) | > loss_duration: 1.5988867282867432 (1.6039519741757855) | > amp_scaler: 128.0 (128.5831435079727) | > loss_1: 30.638771057128906 (30.115560692372245) | > grad_norm_1: tensor(1011.0175, device='cuda:0') (tensor(1005.3595, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.8938 (0.893253147737855) | > loader_time: 0.0129 (0.011237959655379388)  --> TIME: 2025-02-20 17:08:20 -- STEP: 489/924 -- GLOBAL_STEP: 140600 | > loss_disc: 2.2968943119049072 (2.2321180329488604) | > loss_disc_real_0: 0.08240550756454468 (0.12504717638308513) | > loss_disc_real_1: 0.20822155475616455 (0.1891949839570039) | > loss_disc_real_2: 0.19786494970321655 (0.20246712013256327) | > loss_disc_real_3: 0.19186922907829285 (0.2059944312570041) | > loss_disc_real_4: 0.17951951920986176 (0.208493837062079) | > loss_disc_real_5: 0.22067563235759735 (0.20404964316720126) | > loss_0: 2.2968943119049072 (2.2321180329488604) | > grad_norm_0: tensor(45.5788, device='cuda:0') (tensor(61.0805, device='cuda:0')) | > loss_gen: 2.5711913108825684 (2.7945010944865727) | > loss_kl: 2.2694554328918457 (2.145848819327011) | > loss_feat: 7.597512245178223 (8.482967667296869) | > loss_mel: 13.657039642333984 (15.111218103358105) | > loss_duration: 1.606233835220337 (1.603927090611682) | > amp_scaler: 128.0 (128.52351738241302) | > loss_1: 27.701433181762695 (30.138462741438353) | > grad_norm_1: tensor(884.5154, device='cuda:0') (tensor(1014.3196, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.8615 (0.8943725412364874) | > loader_time: 0.0107 (0.011254463702866887)  --> TIME: 2025-02-20 17:09:05 -- STEP: 539/924 -- GLOBAL_STEP: 140650 | > loss_disc: 2.203084945678711 (2.2322136575083142) | > loss_disc_real_0: 0.16022464632987976 (0.12452791228282198) | > loss_disc_real_1: 0.22237014770507812 (0.18945413482321874) | > loss_disc_real_2: 0.21300913393497467 (0.20249219794441461) | > loss_disc_real_3: 0.21624428033828735 (0.20621012261825053) | > loss_disc_real_4: 0.24908959865570068 (0.2085077273270637) | > loss_disc_real_5: 0.20194672048091888 (0.2044204302090661) | > loss_0: 2.203084945678711 (2.2322136575083142) | > grad_norm_0: tensor(71.5241, device='cuda:0') (tensor(60.5110, device='cuda:0')) | > loss_gen: 3.0428106784820557 (2.7918002410810825) | > loss_kl: 2.1998918056488037 (2.1455422730525466) | > loss_feat: 8.347620964050293 (8.479033875332698) | > loss_mel: 14.578092575073242 (15.10428442804623) | > loss_duration: 1.6400582790374756 (1.6041960871064815) | > amp_scaler: 128.0 (128.47495361781066) | > loss_1: 29.808475494384766 (30.1248568674629) | > grad_norm_1: tensor(962.8179, device='cuda:0') (tensor(1015.6367, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.9474 (0.8939188115008465) | > loader_time: 0.0115 (0.011235254372648058)  --> TIME: 2025-02-20 17:09:51 -- STEP: 589/924 -- GLOBAL_STEP: 140700 | > loss_disc: 2.300853967666626 (2.2310857576506273) | > loss_disc_real_0: 0.1455654799938202 (0.12401676712421682) | > loss_disc_real_1: 0.21973280608654022 (0.18958335922610364) | > loss_disc_real_2: 0.22220641374588013 (0.20254480947561695) | > loss_disc_real_3: 0.21679693460464478 (0.20600393680137769) | > loss_disc_real_4: 0.1982380747795105 (0.2086377710053391) | > loss_disc_real_5: 0.2502945363521576 (0.20421817739366074) | > loss_0: 2.300853967666626 (2.2310857576506273) | > grad_norm_0: tensor(65.3264, device='cuda:0') (tensor(60.5611, device='cuda:0')) | > loss_gen: 2.697843551635742 (2.7940234320273016) | > loss_kl: 1.916117548942566 (2.1412257949848517) | > loss_feat: 8.234427452087402 (8.481823250879058) | > loss_mel: 14.680838584899902 (15.09930131390868) | > loss_duration: 1.5834603309631348 (1.6041772926197793) | > amp_scaler: 128.0 (128.43463497453294) | > loss_1: 29.112686157226562 (30.12055104616745) | > grad_norm_1: tensor(1291.3395, device='cuda:0') (tensor(1021.3088, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.9006 (0.8937686113024) | > loader_time: 0.0104 (0.011227076648653876)  --> TIME: 2025-02-20 17:10:36 -- STEP: 639/924 -- GLOBAL_STEP: 140750 | > loss_disc: 2.242581367492676 (2.229662153455949) | > loss_disc_real_0: 0.07449520379304886 (0.12383867565874754) | > loss_disc_real_1: 0.20081356167793274 (0.18931195412723098) | > loss_disc_real_2: 0.22411885857582092 (0.20223655492207254) | > loss_disc_real_3: 0.21415884792804718 (0.2061293039336824) | > loss_disc_real_4: 0.23176294565200806 (0.20839475417081188) | > loss_disc_real_5: 0.1904057115316391 (0.2038931497059332) | > loss_0: 2.242581367492676 (2.229662153455949) | > grad_norm_0: tensor(58.1350, device='cuda:0') (tensor(60.9855, device='cuda:0')) | > loss_gen: 2.779552936553955 (2.7966754305903705) | > loss_kl: 1.9965327978134155 (2.1373254271553512) | > loss_feat: 8.725696563720703 (8.488209166996917) | > loss_mel: 15.24474811553955 (15.103387220737893) | > loss_duration: 1.6303441524505615 (1.6038929013205985) | > amp_scaler: 128.0 (128.40062597809063) | > loss_1: 30.376873016357422 (30.129490104639473) | > grad_norm_1: tensor(1408.2606, device='cuda:0') (tensor(1027.6193, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.8866 (0.8940025062441639) | > loader_time: 0.011 (0.011219811551447774)  --> TIME: 2025-02-20 17:11:22 -- STEP: 689/924 -- GLOBAL_STEP: 140800 | > loss_disc: 2.1422665119171143 (2.229673004634842) | > loss_disc_real_0: 0.11219029128551483 (0.12359162562233435) | > loss_disc_real_1: 0.20940226316452026 (0.18933902311048223) | > loss_disc_real_2: 0.2320503145456314 (0.20258612050546443) | > loss_disc_real_3: 0.20278999209403992 (0.2059293640196237) | > loss_disc_real_4: 0.17918965220451355 (0.20840461902504226) | > loss_disc_real_5: 0.1938409060239792 (0.20361305239065647) | > loss_0: 2.1422665119171143 (2.229673004634842) | > grad_norm_0: tensor(61.7720, device='cuda:0') (tensor(60.7051, device='cuda:0')) | > loss_gen: 3.0086214542388916 (2.798412765923709) | > loss_kl: 1.9548410177230835 (2.1360687432683596) | > loss_feat: 9.61996078491211 (8.489123884237031) | > loss_mel: 16.212251663208008 (15.113335840587865) | > loss_duration: 1.5728912353515625 (1.6035015190287834) | > amp_scaler: 128.0 (128.37155297532655) | > loss_1: 32.36856460571289 (30.14044271117544) | > grad_norm_1: tensor(1291.2699, device='cuda:0') (tensor(1029.2028, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.8932 (0.8937332630157471) | > loader_time: 0.0109 (0.011236453090939026)  --> TIME: 2025-02-20 17:12:07 -- STEP: 739/924 -- GLOBAL_STEP: 140850 | > loss_disc: 2.2384142875671387 (2.2292355710340637) | > loss_disc_real_0: 0.20076186954975128 (0.12400960677249176) | > loss_disc_real_1: 0.20343810319900513 (0.18907449919735447) | > loss_disc_real_2: 0.18796657025814056 (0.20257432910037781) | > loss_disc_real_3: 0.2313145101070404 (0.20592099113619214) | > loss_disc_real_4: 0.19592337310314178 (0.2083527249597891) | > loss_disc_real_5: 0.22157655656337738 (0.2033210495771672) | > loss_0: 2.2384142875671387 (2.2292355710340637) | > grad_norm_0: tensor(62.7882, device='cuda:0') (tensor(61.0484, device='cuda:0')) | > loss_gen: 2.940986156463623 (2.799720030837517) | > loss_kl: 2.172907590866089 (2.1405620624957775) | > loss_feat: 8.638391494750977 (8.49782455790187) | > loss_mel: 15.497603416442871 (15.133140046477157) | > loss_duration: 1.5946650505065918 (1.6035906447448) | > amp_scaler: 128.0 (128.34641407307168) | > loss_1: 30.844554901123047 (30.174837313743662) | > grad_norm_1: tensor(950.5967, device='cuda:0') (tensor(1035.1682, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.8934 (0.8938152441636474) | > loader_time: 0.0112 (0.01123988902617211)  --> TIME: 2025-02-20 17:12:52 -- STEP: 789/924 -- GLOBAL_STEP: 140900 | > loss_disc: 2.4656500816345215 (2.2300745180804493) | > loss_disc_real_0: 0.06071428954601288 (0.12425897261470134) | > loss_disc_real_1: 0.19442090392112732 (0.18909831394185264) | > loss_disc_real_2: 0.24040621519088745 (0.20284848054929983) | > loss_disc_real_3: 0.2290974110364914 (0.20570550530355694) | > loss_disc_real_4: 0.244659885764122 (0.20829192682137515) | > loss_disc_real_5: 0.18352831900119781 (0.2032590467289223) | > loss_0: 2.4656500816345215 (2.2300745180804493) | > grad_norm_0: tensor(30.6584, device='cuda:0') (tensor(60.6441, device='cuda:0')) | > loss_gen: 2.584965467453003 (2.7992651933952883) | > loss_kl: 2.2440402507781982 (2.1425127263909216) | > loss_feat: 8.03158950805664 (8.493305782250415) | > loss_mel: 15.531294822692871 (15.13319127308854) | > loss_duration: 1.5632295608520508 (1.604007165997049) | > amp_scaler: 128.0 (128.3244613434726) | > loss_1: 29.955120086669922 (30.172282128279655) | > grad_norm_1: tensor(1062.0182, device='cuda:0') (tensor(1033.2878, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.9015 (0.8935811117725831) | > loader_time: 0.0131 (0.011261436271425743)  --> TIME: 2025-02-20 17:13:38 -- STEP: 839/924 -- GLOBAL_STEP: 140950 | > loss_disc: 2.225508689880371 (2.231381578866007) | > loss_disc_real_0: 0.2667730450630188 (0.1244599083494017) | > loss_disc_real_1: 0.19965966045856476 (0.1892324656567782) | > loss_disc_real_2: 0.21986566483974457 (0.20302301618638) | > loss_disc_real_3: 0.20137083530426025 (0.20579805419612698) | > loss_disc_real_4: 0.23498724400997162 (0.20832064618157836) | > loss_disc_real_5: 0.18372797966003418 (0.20351109452128274) | > loss_0: 2.225508689880371 (2.231381578866007) | > grad_norm_0: tensor(124.6312, device='cuda:0') (tensor(60.4747, device='cuda:0')) | > loss_gen: 3.184220790863037 (2.7978096414663796) | > loss_kl: 2.223227024078369 (2.1448889796014923) | > loss_feat: 10.097658157348633 (8.489010713097585) | > loss_mel: 16.973913192749023 (15.134222284119234) | > loss_duration: 1.607903242111206 (1.6037822879397963) | > amp_scaler: 128.0 (128.30512514898678) | > loss_1: 34.08692169189453 (30.169713885338002) | > grad_norm_1: tensor(846.9888, device='cuda:0') (tensor(1034.6818, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.8722 (0.8932011721387098) | > loader_time: 0.0102 (0.011258653577093007)  --> TIME: 2025-02-20 17:14:23 -- STEP: 889/924 -- GLOBAL_STEP: 141000 | > loss_disc: 2.057603359222412 (2.231482549512883) | > loss_disc_real_0: 0.12183542549610138 (0.12433198927005974) | > loss_disc_real_1: 0.19746112823486328 (0.18922493483607208) | > loss_disc_real_2: 0.18924805521965027 (0.2029986299063143) | > loss_disc_real_3: 0.1980709731578827 (0.20581296538877542) | > loss_disc_real_4: 0.2164728343486786 (0.20836029635036227) | > loss_disc_real_5: 0.21562273800373077 (0.20361705308757033) | > loss_0: 2.057603359222412 (2.231482549512883) | > grad_norm_0: tensor(42.5540, device='cuda:0') (tensor(60.4140, device='cuda:0')) | > loss_gen: 2.993973731994629 (2.796593455281381) | > loss_kl: 2.1358048915863037 (2.1449267498151543) | > loss_feat: 9.250455856323242 (8.492563448284812) | > loss_mel: 15.851014137268066 (15.144689289603646) | > loss_duration: 1.5987327098846436 (1.603737088638966) | > amp_scaler: 128.0 (128.28796400449934) | > loss_1: 31.829978942871094 (30.18251002626022) | > grad_norm_1: tensor(789.3826, device='cuda:0') (tensor(1031.3151, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.9084 (0.8928283011819435) | > loader_time: 0.0115 (0.011252263533653375) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_141000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2117960453033447 (2.2117960453033447) | > loss_disc_real_0: 0.13520224392414093 (0.13520224392414093) | > loss_disc_real_1: 0.2155698984861374 (0.2155698984861374) | > loss_disc_real_2: 0.2175549566745758 (0.2175549566745758) | > loss_disc_real_3: 0.18447288870811462 (0.18447288870811462) | > loss_disc_real_4: 0.20003736019134521 (0.20003736019134521) | > loss_disc_real_5: 0.19789725542068481 (0.19789725542068481) | > loss_0: 2.2117960453033447 (2.2117960453033447) | > loss_gen: 2.7327589988708496 (2.7327589988708496) | > loss_kl: 2.0519115924835205 (2.0519115924835205) | > loss_feat: 7.95692253112793 (7.95692253112793) | > loss_mel: 14.886653900146484 (14.886653900146484) | > loss_duration: 1.6668319702148438 (1.6668319702148438) | > loss_1: 29.295080184936523 (29.295080184936523)  --> STEP: 1 | > loss_disc: 2.3418238162994385 (2.3418238162994385) | > loss_disc_real_0: 0.16316775977611542 (0.16316775977611542) | > loss_disc_real_1: 0.22878585755825043 (0.22878585755825043) | > loss_disc_real_2: 0.23954196274280548 (0.23954196274280548) | > loss_disc_real_3: 0.18818025290966034 (0.18818025290966034) | > loss_disc_real_4: 0.21522168815135956 (0.21522168815135956) | > loss_disc_real_5: 0.19279834628105164 (0.19279834628105164) | > loss_0: 2.3418238162994385 (2.3418238162994385) | > loss_gen: 2.561084032058716 (2.561084032058716) | > loss_kl: 1.9137935638427734 (1.9137935638427734) | > loss_feat: 7.3357062339782715 (7.3357062339782715) | > loss_mel: 14.406133651733398 (14.406133651733398) | > loss_duration: 1.6792562007904053 (1.6792562007904053) | > loss_1: 27.89597511291504 (27.89597511291504)  --> STEP: 2 | > loss_disc: 2.277540683746338 (2.309682250022888) | > loss_disc_real_0: 0.15625949203968048 (0.15971362590789795) | > loss_disc_real_1: 0.2163269817829132 (0.22255641967058182) | > loss_disc_real_2: 0.21979577839374542 (0.22966887056827545) | > loss_disc_real_3: 0.18856647610664368 (0.188373364508152) | > loss_disc_real_4: 0.2146831452846527 (0.21495241671800613) | > loss_disc_real_5: 0.216226726770401 (0.20451253652572632) | > loss_0: 2.277540683746338 (2.309682250022888) | > loss_gen: 2.6621882915496826 (2.611636161804199) | > loss_kl: 1.9562287330627441 (1.9350111484527588) | > loss_feat: 8.215118408203125 (7.775412321090698) | > loss_mel: 15.13288402557373 (14.769508838653564) | > loss_duration: 1.5776574611663818 (1.6284568309783936) | > loss_1: 29.54407501220703 (28.720025062561035)  --> STEP: 3 | > loss_disc: 2.27038836479187 (2.2965842882792153) | > loss_disc_real_0: 0.14732225239276886 (0.15558316806952158) | > loss_disc_real_1: 0.2319774031639099 (0.2256967475016912) | > loss_disc_real_2: 0.2324754297733307 (0.23060439030329385) | > loss_disc_real_3: 0.2174917459487915 (0.19807949165503183) | > loss_disc_real_4: 0.21939237415790558 (0.21643240253130594) | > loss_disc_real_5: 0.20944862067699432 (0.20615789790948233) | > loss_0: 2.27038836479187 (2.2965842882792153) | > loss_gen: 2.766298770904541 (2.6631903648376465) | > loss_kl: 2.038292646408081 (1.9694383144378662) | > loss_feat: 8.222674369812012 (7.92449967066447) | > loss_mel: 14.761283874511719 (14.766767183939615) | > loss_duration: 1.6523826122283936 (1.6364320913950603) | > loss_1: 29.44093132019043 (28.9603271484375)  --> STEP: 4 | > loss_disc: 2.395993709564209 (2.321436643600464) | > loss_disc_real_0: 0.16846658289432526 (0.1588040217757225) | > loss_disc_real_1: 0.23132729530334473 (0.22710438445210457) | > loss_disc_real_2: 0.23476016521453857 (0.23164333403110504) | > loss_disc_real_3: 0.22628343105316162 (0.20513047650456429) | > loss_disc_real_4: 0.24194730818271637 (0.22281112894415855) | > loss_disc_real_5: 0.1920977681875229 (0.20264286547899246) | > loss_0: 2.395993709564209 (2.321436643600464) | > loss_gen: 2.521544933319092 (2.627779006958008) | > loss_kl: 2.1019108295440674 (2.0025564432144165) | > loss_feat: 7.0016374588012695 (7.693784117698669) | > loss_mel: 12.817282676696777 (14.279396057128906) | > loss_duration: 1.7416791915893555 (1.662743866443634) | > loss_1: 26.18405532836914 (28.26625919342041)  --> STEP: 5 | > loss_disc: 2.058105707168579 (2.268770456314087) | > loss_disc_real_0: 0.11934008449316025 (0.15091123431921005) | > loss_disc_real_1: 0.2350328117609024 (0.22869006991386415) | > loss_disc_real_2: 0.2459087371826172 (0.23449641466140747) | > loss_disc_real_3: 0.2036408931016922 (0.20483255982398987) | > loss_disc_real_4: 0.1601881980895996 (0.21028654277324677) | > loss_disc_real_5: 0.14037646353244781 (0.19018958508968353) | > loss_0: 2.058105707168579 (2.268770456314087) | > loss_gen: 3.0594632625579834 (2.714115858078003) | > loss_kl: 1.5642173290252686 (1.914888620376587) | > loss_feat: 8.4822359085083 (7.851474475860596) | > loss_mel: 16.518774032592773 (14.72727165222168) | > loss_duration: 1.5150036811828613 (1.6331958293914794) | > loss_1: 31.139694213867188 (28.840946197509766) --> EVAL PERFORMANCE | > avg_loader_time: 0.15268759727478026 (-0.0037339687347412165) | > avg_loss_disc: 2.268770456314087 (-0.09577512741088867) | > avg_loss_disc_real_0: 0.15091123431921005 (-0.005654241144657124) | > avg_loss_disc_real_1: 0.22869006991386415 (+0.021072280406951915) | > avg_loss_disc_real_2: 0.23449641466140747 (+0.028936472535133373) | > avg_loss_disc_real_3: 0.20483255982398987 (+0.01818061769008636) | > avg_loss_disc_real_4: 0.21028654277324677 (-0.04684520661830904) | > avg_loss_disc_real_5: 0.19018958508968353 (-0.00041837990283966064) | > avg_loss_0: 2.268770456314087 (-0.09577512741088867) | > avg_loss_gen: 2.714115858078003 (+0.28692502975463885) | > avg_loss_kl: 1.914888620376587 (-0.16838307380676287) | > avg_loss_feat: 7.851474475860596 (+0.7868577957153322) | > avg_loss_mel: 14.72727165222168 (+1.7835720062255849) | > avg_loss_duration: 1.6331958293914794 (-0.014146399497985795) | > avg_loss_1: 28.840946197509766 (+2.674824905395507)  > EPOCH: 103/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 17:15:05)   --> TIME: 2025-02-20 17:15:20 -- STEP: 15/924 -- GLOBAL_STEP: 141050 | > loss_disc: 2.2671384811401367 (2.2372617721557617) | > loss_disc_real_0: 0.1655307114124298 (0.12232759445905686) | > loss_disc_real_1: 0.21520446240901947 (0.1940167635679245) | > loss_disc_real_2: 0.22233758866786957 (0.20590132474899292) | > loss_disc_real_3: 0.18162120878696442 (0.19852665464083355) | > loss_disc_real_4: 0.20785342156887054 (0.21437431275844573) | > loss_disc_real_5: 0.21840190887451172 (0.20044476489226024) | > loss_0: 2.2671384811401367 (2.2372617721557617) | > grad_norm_0: tensor(46.8611, device='cuda:0') (tensor(44.2036, device='cuda:0')) | > loss_gen: 2.5599827766418457 (2.7404208819071454) | > loss_kl: 2.243668556213379 (2.1075973431269324) | > loss_feat: 7.423307418823242 (8.281235567728679) | > loss_mel: 14.986045837402344 (15.052916208902994) | > loss_duration: 1.5998024940490723 (1.592625610033671) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.812807083129883 (29.774795659383138) | > grad_norm_1: tensor(789.7576, device='cuda:0') (tensor(1017.0166, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.8694 (0.8876868089040121) | > loader_time: 0.0132 (0.01093896230061849)  --> TIME: 2025-02-20 17:16:06 -- STEP: 65/924 -- GLOBAL_STEP: 141100 | > loss_disc: 2.3606715202331543 (2.2296950010152954) | > loss_disc_real_0: 0.09087861329317093 (0.12807541856398952) | > loss_disc_real_1: 0.21282584965229034 (0.191502269414755) | > loss_disc_real_2: 0.19636113941669464 (0.20145047169465286) | > loss_disc_real_3: 0.19995157420635223 (0.2037923352076457) | > loss_disc_real_4: 0.23486286401748657 (0.2094048525278385) | > loss_disc_real_5: 0.18216124176979065 (0.19955436220535866) | > loss_0: 2.3606715202331543 (2.2296950010152954) | > grad_norm_0: tensor(20.8983, device='cuda:0') (tensor(56.5072, device='cuda:0')) | > loss_gen: 2.340918779373169 (2.7929366661952093) | > loss_kl: 2.144404649734497 (2.116728166433481) | > loss_feat: 7.154580116271973 (8.478294629317068) | > loss_mel: 14.914628028869629 (15.143752112755408) | > loss_duration: 1.5846130847930908 (1.6042747002381545) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.139144897460938 (30.13598615206205) | > grad_norm_1: tensor(648.3156, device='cuda:0') (tensor(1046.4967, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.9577 (0.8978777115161602) | > loader_time: 0.0114 (0.011177378434401293)  --> TIME: 2025-02-20 17:16:52 -- STEP: 115/924 -- GLOBAL_STEP: 141150 | > loss_disc: 2.261469841003418 (2.2304875601892897) | > loss_disc_real_0: 0.2174557000398636 (0.12747266198629922) | > loss_disc_real_1: 0.19836096465587616 (0.19200624836527783) | > loss_disc_real_2: 0.1828109622001648 (0.20055665347887122) | > loss_disc_real_3: 0.18322958052158356 (0.2052084005397299) | > loss_disc_real_4: 0.21314238011837006 (0.20883601113505987) | > loss_disc_real_5: 0.19742506742477417 (0.20010705369970072) | > loss_0: 2.261469841003418 (2.2304875601892897) | > grad_norm_0: tensor(121.5262, device='cuda:0') (tensor(60.7964, device='cuda:0')) | > loss_gen: 3.0275354385375977 (2.8013526107953934) | > loss_kl: 1.9346625804901123 (2.136081890437914) | > loss_feat: 8.524956703186035 (8.514677566030755) | > loss_mel: 15.418397903442383 (15.21519947881284) | > loss_duration: 1.6476988792419434 (1.604617108469424) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.553251266479492 (30.27192855503248) | > grad_norm_1: tensor(948.2363, device='cuda:0') (tensor(1024.7695, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.8587 (0.8939073790674624) | > loader_time: 0.012 (0.011395852462105126)  --> TIME: 2025-02-20 17:17:37 -- STEP: 165/924 -- GLOBAL_STEP: 141200 | > loss_disc: 2.2506422996520996 (2.2286200740120643) | > loss_disc_real_0: 0.10722225159406662 (0.12429703611767659) | > loss_disc_real_1: 0.17753273248672485 (0.1921794485865217) | > loss_disc_real_2: 0.18936960399150848 (0.20113194006862062) | > loss_disc_real_3: 0.1997269093990326 (0.2052769569736539) | > loss_disc_real_4: 0.19823390245437622 (0.20896270952441476) | > loss_disc_real_5: 0.20643669366836548 (0.20121509053490377) | > loss_0: 2.2506422996520996 (2.2286200740120643) | > grad_norm_0: tensor(61.3458, device='cuda:0') (tensor(60.2264, device='cuda:0')) | > loss_gen: 2.6154749393463135 (2.8115517847465736) | > loss_kl: 2.0873987674713135 (2.1178557843873) | > loss_feat: 8.858567237854004 (8.559386059732157) | > loss_mel: 16.06705665588379 (15.241695086161295) | > loss_duration: 1.6191632747650146 (1.6038819999405831) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.247661590576172 (30.334370584198922) | > grad_norm_1: tensor(991.2406, device='cuda:0') (tensor(996.0532, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.9117 (0.8941655245694247) | > loader_time: 0.0104 (0.01135400425304066)  --> TIME: 2025-02-20 17:18:23 -- STEP: 215/924 -- GLOBAL_STEP: 141250 | > loss_disc: 2.137240171432495 (2.232029871053475) | > loss_disc_real_0: 0.15827345848083496 (0.12529837133926017) | > loss_disc_real_1: 0.18756510317325592 (0.19208349038002104) | > loss_disc_real_2: 0.17596854269504547 (0.20175186374852824) | > loss_disc_real_3: 0.200099915266037 (0.20594840313113016) | > loss_disc_real_4: 0.18487784266471863 (0.2088706662488538) | > loss_disc_real_5: 0.1949143260717392 (0.20121296325395274) | > loss_0: 2.137240171432495 (2.232029871053475) | > grad_norm_0: tensor(106.3743, device='cuda:0') (tensor(61.6149, device='cuda:0')) | > loss_gen: 2.989574432373047 (2.8130371903264226) | > loss_kl: 2.3371002674102783 (2.12363535526187) | > loss_feat: 9.596942901611328 (8.539099558009662) | > loss_mel: 15.44190502166748 (15.189885982247286) | > loss_duration: 1.6193809509277344 (1.602767400963362) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.98490333557129 (30.268425360391305) | > grad_norm_1: tensor(915.1668, device='cuda:0') (tensor(1011.7943, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.8993 (0.8940632908843285) | > loader_time: 0.0112 (0.011346166078434434)  --> TIME: 2025-02-20 17:19:08 -- STEP: 265/924 -- GLOBAL_STEP: 141300 | > loss_disc: 2.337177038192749 (2.238120875268614) | > loss_disc_real_0: 0.19109952449798584 (0.12641334283464364) | > loss_disc_real_1: 0.20897872745990753 (0.1922377644282467) | > loss_disc_real_2: 0.18796566128730774 (0.20218641808572804) | > loss_disc_real_3: 0.2300185114145279 (0.20635835421535206) | > loss_disc_real_4: 0.2352418452501297 (0.20858798578100385) | > loss_disc_real_5: 0.2461119145154953 (0.20290914740202562) | > loss_0: 2.337177038192749 (2.238120875268614) | > grad_norm_0: tensor(71.0615, device='cuda:0') (tensor(61.3104, device='cuda:0')) | > loss_gen: 2.685004234313965 (2.799387526961991) | > loss_kl: 2.1350460052490234 (2.131613360261018) | > loss_feat: 7.800183296203613 (8.50386573323664) | > loss_mel: 14.836597442626953 (15.148557090759278) | > loss_duration: 1.615227460861206 (1.6039797724417921) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.072059631347656 (30.187403394591133) | > grad_norm_1: tensor(446.7569, device='cuda:0') (tensor(977.4750, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.8831 (0.8938068533843418) | > loader_time: 0.0111 (0.011382582502545051)  --> TIME: 2025-02-20 17:19:54 -- STEP: 315/924 -- GLOBAL_STEP: 141350 | > loss_disc: 2.2565813064575195 (2.241000076324223) | > loss_disc_real_0: 0.22945551574230194 (0.1279797102014224) | > loss_disc_real_1: 0.18102209270000458 (0.19248729518481658) | > loss_disc_real_2: 0.1811649352312088 (0.20230864267500617) | > loss_disc_real_3: 0.17708222568035126 (0.20599146433292873) | > loss_disc_real_4: 0.23043935000896454 (0.20875160329871711) | > loss_disc_real_5: 0.18278121948242188 (0.2023580665153171) | > loss_0: 2.2565813064575195 (2.241000076324223) | > grad_norm_0: tensor(96.3777, device='cuda:0') (tensor(61.2087, device='cuda:0')) | > loss_gen: 2.8494160175323486 (2.7955949813600554) | > loss_kl: 2.06014347076416 (2.135907647723243) | > loss_feat: 8.49506664276123 (8.496721332792253) | > loss_mel: 15.337185859680176 (15.158501785520523) | > loss_duration: 1.621009111404419 (1.6042504132740079) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.362821578979492 (30.190976115635465) | > grad_norm_1: tensor(667.3149, device='cuda:0') (tensor(972.5359, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.8883 (0.8941653963119266) | > loader_time: 0.0175 (0.011400237916007874)  --> TIME: 2025-02-20 17:20:39 -- STEP: 365/924 -- GLOBAL_STEP: 141400 | > loss_disc: 2.256105899810791 (2.240402085487159) | > loss_disc_real_0: 0.15275925397872925 (0.1279426189726347) | > loss_disc_real_1: 0.2327861785888672 (0.19210399038171108) | > loss_disc_real_2: 0.20531386137008667 (0.20260888701432372) | > loss_disc_real_3: 0.2215551882982254 (0.2060907732133996) | > loss_disc_real_4: 0.22274018824100494 (0.20880943904184318) | > loss_disc_real_5: 0.20728230476379395 (0.20243283718416144) | > loss_0: 2.256105899810791 (2.240402085487159) | > grad_norm_0: tensor(107.1391, device='cuda:0') (tensor(60.0736, device='cuda:0')) | > loss_gen: 2.7847046852111816 (2.791287158286733) | > loss_kl: 1.956325888633728 (2.1393889100584236) | > loss_feat: 8.777786254882812 (8.476934606735021) | > loss_mel: 15.591231346130371 (15.145903545536408) | > loss_duration: 1.6098929643630981 (1.6049083428840114) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.719942092895508 (30.15842250144645) | > grad_norm_1: tensor(1312.9094, device='cuda:0') (tensor(981.2405, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.9104 (0.8949532201845354) | > loader_time: 0.0108 (0.011451214960176646)  --> TIME: 2025-02-20 17:21:25 -- STEP: 415/924 -- GLOBAL_STEP: 141450 | > loss_disc: 2.2929840087890625 (2.237854652806939) | > loss_disc_real_0: 0.16430339217185974 (0.12792614599667398) | > loss_disc_real_1: 0.2118907868862152 (0.19176798125347452) | > loss_disc_real_2: 0.18240509927272797 (0.20247160594865501) | > loss_disc_real_3: 0.22502683103084564 (0.2059764282890113) | > loss_disc_real_4: 0.1887870877981186 (0.20838873519236786) | > loss_disc_real_5: 0.20455361902713776 (0.20211989893970725) | > loss_0: 2.2929840087890625 (2.237854652806939) | > grad_norm_0: tensor(41.6213, device='cuda:0') (tensor(59.3116, device='cuda:0')) | > loss_gen: 2.631321430206299 (2.788292021349251) | > loss_kl: 1.9212017059326172 (2.137113553931912) | > loss_feat: 7.282480239868164 (8.461934359676865) | > loss_mel: 13.165898323059082 (15.1042239200638) | > loss_duration: 1.6157526969909668 (1.604841099589704) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.616653442382812 (30.096404891416253) | > grad_norm_1: tensor(836.0651, device='cuda:0') (tensor(983.9323, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.9325 (0.8959982125155899) | > loader_time: 0.0102 (0.01143543863871011)  --> TIME: 2025-02-20 17:22:11 -- STEP: 465/924 -- GLOBAL_STEP: 141500 | > loss_disc: 2.2394893169403076 (2.235187389004616) | > loss_disc_real_0: 0.08356674015522003 (0.1280742010922841) | > loss_disc_real_1: 0.17045705020427704 (0.1913168911331443) | > loss_disc_real_2: 0.18730910122394562 (0.20255518805596137) | > loss_disc_real_3: 0.20626679062843323 (0.2056660469180794) | > loss_disc_real_4: 0.18735922873020172 (0.20820771510242136) | > loss_disc_real_5: 0.1925756335258484 (0.20150300703381985) | > loss_0: 2.2394893169403076 (2.235187389004616) | > grad_norm_0: tensor(31.2204, device='cuda:0') (tensor(59.0946, device='cuda:0')) | > loss_gen: 2.6947414875030518 (2.7942871242441147) | > loss_kl: 2.1502208709716797 (2.1401996263893683) | > loss_feat: 8.865267753601074 (8.490364446947654) | > loss_mel: 15.451189994812012 (15.148541126456312) | > loss_duration: 1.6174333095550537 (1.6048100635569582) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.778854370117188 (30.17820233991069) | > grad_norm_1: tensor(529.4382, device='cuda:0') (tensor(983.2665, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.8888 (0.8957595661122313) | > loader_time: 0.011 (0.011406390897689323)  --> TIME: 2025-02-20 17:22:57 -- STEP: 515/924 -- GLOBAL_STEP: 141550 | > loss_disc: 2.221407651901245 (2.2329514711805927) | > loss_disc_real_0: 0.07944182306528091 (0.12691665069715485) | > loss_disc_real_1: 0.1650909185409546 (0.19139549905814007) | > loss_disc_real_2: 0.19805140793323517 (0.20263613474021838) | > loss_disc_real_3: 0.18465982377529144 (0.205779975681629) | > loss_disc_real_4: 0.19651485979557037 (0.2079315339477317) | > loss_disc_real_5: 0.191786527633667 (0.20153432780677838) | > loss_0: 2.221407651901245 (2.2329514711805927) | > grad_norm_0: tensor(24.3269, device='cuda:0') (tensor(59.2122, device='cuda:0')) | > loss_gen: 2.731064796447754 (2.795406726263101) | > loss_kl: 2.257124662399292 (2.143896026518737) | > loss_feat: 8.95493221282959 (8.495968280718165) | > loss_mel: 16.291200637817383 (15.149654064363647) | > loss_duration: 1.6062510013580322 (1.6045963192449033) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.840572357177734 (30.189521337712854) | > grad_norm_1: tensor(631.5749, device='cuda:0') (tensor(982.1968, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.8974 (0.8958963445089397) | > loader_time: 0.0112 (0.011433147226722491)  --> TIME: 2025-02-20 17:23:42 -- STEP: 565/924 -- GLOBAL_STEP: 141600 | > loss_disc: 2.232779026031494 (2.2326395574924174) | > loss_disc_real_0: 0.07175029814243317 (0.12685813450839664) | > loss_disc_real_1: 0.19906584918498993 (0.19133752974788693) | > loss_disc_real_2: 0.19383221864700317 (0.202641333204455) | > loss_disc_real_3: 0.19399785995483398 (0.2056037273290938) | > loss_disc_real_4: 0.22308559715747833 (0.2077065069327312) | > loss_disc_real_5: 0.18735094368457794 (0.20162178937312777) | > loss_0: 2.232779026031494 (2.2326395574924174) | > grad_norm_0: tensor(31.9865, device='cuda:0') (tensor(59.2276, device='cuda:0')) | > loss_gen: 2.6295576095581055 (2.794812628653197) | > loss_kl: 2.1510887145996094 (2.143946786897371) | > loss_feat: 8.812567710876465 (8.488240160140315) | > loss_mel: 16.31869888305664 (15.138736431155584) | > loss_duration: 1.6039502620697021 (1.6044577566923295) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.515865325927734 (30.170193711002316) | > grad_norm_1: tensor(621.1560, device='cuda:0') (tensor(983.4521, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.8869 (0.8962533064648114) | > loader_time: 0.0112 (0.011430658070387035)  --> TIME: 2025-02-20 17:24:28 -- STEP: 615/924 -- GLOBAL_STEP: 141650 | > loss_disc: 2.148346424102783 (2.233865102132163) | > loss_disc_real_0: 0.07443152368068695 (0.12775356455789352) | > loss_disc_real_1: 0.2108023315668106 (0.19128713731358682) | > loss_disc_real_2: 0.2146896868944168 (0.20282727605928239) | > loss_disc_real_3: 0.2250286340713501 (0.20555360872086464) | > loss_disc_real_4: 0.18606282770633698 (0.20776125749921406) | > loss_disc_real_5: 0.19187194108963013 (0.20127939962274652) | > loss_0: 2.148346424102783 (2.233865102132163) | > grad_norm_0: tensor(28.3228, device='cuda:0') (tensor(59.2973, device='cuda:0')) | > loss_gen: 2.9483237266540527 (2.7944928374716898) | > loss_kl: 2.2127106189727783 (2.1408032692544836) | > loss_feat: 9.37663745880127 (8.481329943494098) | > loss_mel: 16.201993942260742 (15.132891236281976) | > loss_duration: 1.607593297958374 (1.604372509320577) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.347259521484375 (30.15388976926726) | > grad_norm_1: tensor(1128.5602, device='cuda:0') (tensor(983.4120, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.8627 (0.8960338193226636) | > loader_time: 0.0098 (0.011428503486199108)  --> TIME: 2025-02-20 17:25:13 -- STEP: 665/924 -- GLOBAL_STEP: 141700 | > loss_disc: 2.1477437019348145 (2.236083173751832) | > loss_disc_real_0: 0.13176776468753815 (0.12809120069320937) | > loss_disc_real_1: 0.19155065715312958 (0.1912529902350633) | > loss_disc_real_2: 0.1808682680130005 (0.20305406841120313) | > loss_disc_real_3: 0.19420252740383148 (0.20559001119065096) | > loss_disc_real_4: 0.18658950924873352 (0.20805637005128355) | > loss_disc_real_5: 0.18134506046772003 (0.20147443985132338) | > loss_0: 2.1477437019348145 (2.236083173751832) | > grad_norm_0: tensor(111.6260, device='cuda:0') (tensor(58.3708, device='cuda:0')) | > loss_gen: 3.0839433670043945 (2.789753558223409) | > loss_kl: 2.0627825260162354 (2.1414152541554965) | > loss_feat: 9.341931343078613 (8.475419647532295) | > loss_mel: 16.700403213500977 (15.134182524143306) | > loss_duration: 1.5704210996627808 (1.6042304815206312) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.75947952270508 (30.14500144155402) | > grad_norm_1: tensor(1326.7668, device='cuda:0') (tensor(979.8055, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.9014 (0.8958702151936696) | > loader_time: 0.0115 (0.011436085951955697)  --> TIME: 2025-02-20 17:26:00 -- STEP: 715/924 -- GLOBAL_STEP: 141750 | > loss_disc: 2.182440757751465 (2.237711692023111) | > loss_disc_real_0: 0.12926910817623138 (0.12857374397295335) | > loss_disc_real_1: 0.19269266724586487 (0.19108020298547673) | > loss_disc_real_2: 0.2045680582523346 (0.20313846883657083) | > loss_disc_real_3: 0.2067871242761612 (0.20568365373394698) | > loss_disc_real_4: 0.18856163322925568 (0.20818280296309008) | > loss_disc_real_5: 0.18682482838630676 (0.20162257839749734) | > loss_0: 2.182440757751465 (2.237711692023111) | > grad_norm_0: tensor(74.2999, device='cuda:0') (tensor(59.1737, device='cuda:0')) | > loss_gen: 2.860687732696533 (2.7893738656610862) | > loss_kl: 2.1530566215515137 (2.143497533398077) | > loss_feat: 9.344365119934082 (8.478994532231678) | > loss_mel: 16.736013412475586 (15.127074248307235) | > loss_duration: 1.617781400680542 (1.604179341809733) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.7119026184082 (30.143119499900124) | > grad_norm_1: tensor(1103.4902, device='cuda:0') (tensor(969.0446, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 1.2682 (0.8970997943744793) | > loader_time: 0.0118 (0.011423836554680681)  --> TIME: 2025-02-20 17:26:46 -- STEP: 765/924 -- GLOBAL_STEP: 141800 | > loss_disc: 2.1918721199035645 (2.2348456046160527) | > loss_disc_real_0: 0.06270231306552887 (0.12743657749949705) | > loss_disc_real_1: 0.17953349649906158 (0.190933969831155) | > loss_disc_real_2: 0.21052412688732147 (0.20304117681933373) | > loss_disc_real_3: 0.18510179221630096 (0.20560419740630123) | > loss_disc_real_4: 0.1842285692691803 (0.2082372358032301) | > loss_disc_real_5: 0.1804705262184143 (0.20141595829935627) | > loss_0: 2.1918721199035645 (2.2348456046160527) | > grad_norm_0: tensor(45.4652, device='cuda:0') (tensor(58.6061, device='cuda:0')) | > loss_gen: 2.8282997608184814 (2.791070000642264) | > loss_kl: 2.153191328048706 (2.1428199217989574) | > loss_feat: 8.625861167907715 (8.487372105417672) | > loss_mel: 16.11166763305664 (15.129214442633335) | > loss_duration: 1.646074652671814 (1.6044299019707573) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.365095138549805 (30.154906351426067) | > grad_norm_1: tensor(1292.7885, device='cuda:0') (tensor(975.5557, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.8915 (0.8972400444005829) | > loader_time: 0.0115 (0.01143617474175747)  --> TIME: 2025-02-20 17:27:31 -- STEP: 815/924 -- GLOBAL_STEP: 141850 | > loss_disc: 2.199558734893799 (2.234471964397313) | > loss_disc_real_0: 0.15175488591194153 (0.12712951873891915) | > loss_disc_real_1: 0.20239785313606262 (0.1908804509354515) | > loss_disc_real_2: 0.18032605946063995 (0.20305064346161347) | > loss_disc_real_3: 0.2352316677570343 (0.2057773226792095) | > loss_disc_real_4: 0.2428068220615387 (0.20816831177363362) | > loss_disc_real_5: 0.19095224142074585 (0.20136230922549772) | > loss_0: 2.199558734893799 (2.234471964397313) | > grad_norm_0: tensor(75.8798, device='cuda:0') (tensor(59.1044, device='cuda:0')) | > loss_gen: 2.923309087753296 (2.7915145581485294) | > loss_kl: 2.205244541168213 (2.143548163022002) | > loss_feat: 8.090187072753906 (8.483285798031844) | > loss_mel: 14.543013572692871 (15.121100433911282) | > loss_duration: 1.6298110485076904 (1.6043930754339768) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.391563415527344 (30.143842009093863) | > grad_norm_1: tensor(1050.7059, device='cuda:0') (tensor(977.2055, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.9121 (0.8967191345121232) | > loader_time: 0.012 (0.011444447230707658)  --> TIME: 2025-02-20 17:28:16 -- STEP: 865/924 -- GLOBAL_STEP: 141900 | > loss_disc: 2.1449289321899414 (2.2343577497956386) | > loss_disc_real_0: 0.0843319520354271 (0.12673797013959423) | > loss_disc_real_1: 0.182234987616539 (0.19077518137893232) | > loss_disc_real_2: 0.2418176382780075 (0.20327747805270147) | > loss_disc_real_3: 0.20448295772075653 (0.20586969507911984) | > loss_disc_real_4: 0.2121604084968567 (0.20825241590510898) | > loss_disc_real_5: 0.2125241607427597 (0.2013442263265565) | > loss_0: 2.1449289321899414 (2.2343577497956386) | > grad_norm_0: tensor(51.3617, device='cuda:0') (tensor(59.5308, device='cuda:0')) | > loss_gen: 2.9965908527374268 (2.7946115661907736) | > loss_kl: 2.1599130630493164 (2.14529289082985) | > loss_feat: 8.768155097961426 (8.49370317293728) | > loss_mel: 15.39488697052002 (15.131651213541197) | > loss_duration: 1.5874969959259033 (1.60446153775805) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.907045364379883 (30.169720366373227) | > grad_norm_1: tensor(1226.2638, device='cuda:0') (tensor(984.2293, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.931 (0.8962582792160828) | > loader_time: 0.0152 (0.011433524754695128)  --> TIME: 2025-02-20 17:29:01 -- STEP: 915/924 -- GLOBAL_STEP: 141950 | > loss_disc: 2.150367021560669 (2.2331391006219596) | > loss_disc_real_0: 0.12102688103914261 (0.12632188353626425) | > loss_disc_real_1: 0.17866456508636475 (0.1906524055642508) | > loss_disc_real_2: 0.15459562838077545 (0.2030882414410022) | > loss_disc_real_3: 0.22623439133167267 (0.20604997813050208) | > loss_disc_real_4: 0.21747653186321259 (0.20825740525631303) | > loss_disc_real_5: 0.2041681706905365 (0.2014226242655613) | > loss_0: 2.150367021560669 (2.2331391006219596) | > grad_norm_0: tensor(40.7368, device='cuda:0') (tensor(59.8192, device='cuda:0')) | > loss_gen: 2.9765422344207764 (2.796676472627399) | > loss_kl: 2.133734941482544 (2.1484553483014572) | > loss_feat: 9.126046180725098 (8.501791461569352) | > loss_mel: 15.460291862487793 (15.141476260117495) | > loss_duration: 1.5468506813049316 (1.6041681184143317) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.243465423583984 (30.19256762728665) | > grad_norm_1: tensor(1011.2374, device='cuda:0') (tensor(988.2017, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.8474 (0.8955258544025525) | > loader_time: 0.0096 (0.011406354174587904)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4256625175476074 (2.4256625175476074) | > loss_disc_real_0: 0.2173004150390625 (0.2173004150390625) | > loss_disc_real_1: 0.1846587359905243 (0.1846587359905243) | > loss_disc_real_2: 0.24254000186920166 (0.24254000186920166) | > loss_disc_real_3: 0.19913248717784882 (0.19913248717784882) | > loss_disc_real_4: 0.2554224133491516 (0.2554224133491516) | > loss_disc_real_5: 0.21929757297039032 (0.21929757297039032) | > loss_0: 2.4256625175476074 (2.4256625175476074) | > loss_gen: 2.6639888286590576 (2.6639888286590576) | > loss_kl: 1.9975453615188599 (1.9975453615188599) | > loss_feat: 6.670744895935059 (6.670744895935059) | > loss_mel: 12.373920440673828 (12.373920440673828) | > loss_duration: 1.6813735961914062 (1.6813735961914062) | > loss_1: 25.387571334838867 (25.387571334838867)  --> STEP: 1 | > loss_disc: 2.17707896232605 (2.17707896232605) | > loss_disc_real_0: 0.18571968376636505 (0.18571968376636505) | > loss_disc_real_1: 0.1687852293252945 (0.1687852293252945) | > loss_disc_real_2: 0.24729935824871063 (0.24729935824871063) | > loss_disc_real_3: 0.1644606739282608 (0.1644606739282608) | > loss_disc_real_4: 0.23910634219646454 (0.23910634219646454) | > loss_disc_real_5: 0.22456899285316467 (0.22456899285316467) | > loss_0: 2.17707896232605 (2.17707896232605) | > loss_gen: 3.1387381553649902 (3.1387381553649902) | > loss_kl: 2.061732530593872 (2.061732530593872) | > loss_feat: 9.379589080810547 (9.379589080810547) | > loss_mel: 16.38958740234375 (16.38958740234375) | > loss_duration: 1.6695845127105713 (1.6695845127105713) | > loss_1: 32.63923263549805 (32.63923263549805)  --> STEP: 2 | > loss_disc: 2.3443055152893066 (2.2606922388076782) | > loss_disc_real_0: 0.1873207837343216 (0.18652023375034332) | > loss_disc_real_1: 0.19726784527301788 (0.1830265372991562) | > loss_disc_real_2: 0.21583524346351624 (0.23156730085611343) | > loss_disc_real_3: 0.1941366046667099 (0.17929863929748535) | > loss_disc_real_4: 0.24715036153793335 (0.24312835186719894) | > loss_disc_real_5: 0.21442359685897827 (0.21949629485607147) | > loss_0: 2.3443055152893066 (2.2606922388076782) | > loss_gen: 2.668759346008301 (2.9037487506866455) | > loss_kl: 1.9997968673706055 (2.0307646989822388) | > loss_feat: 7.126935005187988 (8.253262042999268) | > loss_mel: 12.230725288391113 (14.310156345367432) | > loss_duration: 1.5817159414291382 (1.6256502270698547) | > loss_1: 25.60793113708496 (29.123581886291504)  --> STEP: 3 | > loss_disc: 2.29071307182312 (2.2706991831461587) | > loss_disc_real_0: 0.20759987831115723 (0.19354678193728128) | > loss_disc_real_1: 0.18206994235515594 (0.18270767231782278) | > loss_disc_real_2: 0.20694038271903992 (0.22335832814375559) | > loss_disc_real_3: 0.20804013311862946 (0.18887913723786673) | > loss_disc_real_4: 0.27828332781791687 (0.2548466771841049) | > loss_disc_real_5: 0.2387087643146515 (0.2259004513422648) | > loss_0: 2.29071307182312 (2.2706991831461587) | > loss_gen: 2.9203696250915527 (2.9092890421549478) | > loss_kl: 2.122316598892212 (2.06128199895223) | > loss_feat: 9.090007781982422 (8.532177289326986) | > loss_mel: 16.448694229125977 (15.02300230662028) | > loss_duration: 1.655190348625183 (1.6354969342549641) | > loss_1: 32.23657989501953 (30.161247889200848)  --> STEP: 4 | > loss_disc: 2.476073741912842 (2.3220428228378296) | > loss_disc_real_0: 0.21519236266613007 (0.19895817711949348) | > loss_disc_real_1: 0.19704115390777588 (0.18629104271531105) | > loss_disc_real_2: 0.2517434060573578 (0.23045459762215614) | > loss_disc_real_3: 0.24129661917686462 (0.2019835077226162) | > loss_disc_real_4: 0.2515568733215332 (0.254024226218462) | > loss_disc_real_5: 0.23903705179691315 (0.2291846014559269) | > loss_0: 2.476073741912842 (2.3220428228378296) | > loss_gen: 2.6524853706359863 (2.8450881242752075) | > loss_kl: 2.08419132232666 (2.0670093297958374) | > loss_feat: 7.268486976623535 (8.216254711151123) | > loss_mel: 12.645973205566406 (14.428745031356812) | > loss_duration: 1.7673051357269287 (1.6684489846229553) | > loss_1: 26.418441772460938 (29.22554636001587)  --> STEP: 5 | > loss_disc: 2.4372992515563965 (2.345094108581543) | > loss_disc_real_0: 0.27639099955558777 (0.21444474160671234) | > loss_disc_real_1: 0.23028960824012756 (0.19509075582027435) | > loss_disc_real_2: 0.2138669192790985 (0.2271370619535446) | > loss_disc_real_3: 0.2577149569988251 (0.21312979757785797) | > loss_disc_real_4: 0.3225971758365631 (0.2677388161420822) | > loss_disc_real_5: 0.2619646489620209 (0.23574061095714569) | > loss_0: 2.4372992515563965 (2.345094108581543) | > loss_gen: 3.0503346920013428 (2.8861374378204347) | > loss_kl: 2.2329986095428467 (2.1002071857452393) | > loss_feat: 6.57150936126709 (7.887305641174317) | > loss_mel: 13.461753845214844 (14.235346794128418) | > loss_duration: 1.551883339881897 (1.6451358556747437) | > loss_1: 26.868480682373047 (28.754133224487305) --> EVAL PERFORMANCE | > avg_loader_time: 0.1515979766845703 (-0.0010896205902099498) | > avg_loss_disc: 2.345094108581543 (+0.07632365226745597) | > avg_loss_disc_real_0: 0.21444474160671234 (+0.06353350728750229) | > avg_loss_disc_real_1: 0.19509075582027435 (-0.033599314093589794) | > avg_loss_disc_real_2: 0.2271370619535446 (-0.007359352707862865) | > avg_loss_disc_real_3: 0.21312979757785797 (+0.008297237753868092) | > avg_loss_disc_real_4: 0.2677388161420822 (+0.05745227336883546) | > avg_loss_disc_real_5: 0.23574061095714569 (+0.04555102586746215) | > avg_loss_0: 2.345094108581543 (+0.07632365226745597) | > avg_loss_gen: 2.8861374378204347 (+0.17202157974243182) | > avg_loss_kl: 2.1002071857452393 (+0.18531856536865243) | > avg_loss_feat: 7.887305641174317 (+0.03583116531372088) | > avg_loss_mel: 14.235346794128418 (-0.49192485809326136) | > avg_loss_duration: 1.6451358556747437 (+0.011940026283264293) | > avg_loss_1: 28.754133224487305 (-0.08681297302246094)  > EPOCH: 104/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 17:29:18)   --> TIME: 2025-02-20 17:29:57 -- STEP: 41/924 -- GLOBAL_STEP: 142000 | > loss_disc: 2.262883186340332 (2.2165511526712556) | > loss_disc_real_0: 0.139702707529068 (0.11750370082331867) | > loss_disc_real_1: 0.16179849207401276 (0.18744945380745864) | > loss_disc_real_2: 0.19555966556072235 (0.2014357443989777) | > loss_disc_real_3: 0.23205573856830597 (0.20880010833100573) | > loss_disc_real_4: 0.20121599733829498 (0.21078538022390225) | > loss_disc_real_5: 0.23710750043392181 (0.19970242315676154) | > loss_0: 2.262883186340332 (2.2165511526712556) | > grad_norm_0: tensor(57.3925, device='cuda:0') (tensor(69.4031, device='cuda:0')) | > loss_gen: 2.988487482070923 (2.829784178152316) | > loss_kl: 2.02717924118042 (2.139670482495936) | > loss_feat: 8.751285552978516 (8.517281241533235) | > loss_mel: 14.960542678833008 (15.06089494286514) | > loss_duration: 1.6152257919311523 (1.6060235093279582) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.34272003173828 (30.153654377634933) | > grad_norm_1: tensor(1107.4694, device='cuda:0') (tensor(1028.1281, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.9013 (0.9016820337714219) | > loader_time: 0.0106 (0.011049788172652081) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_142000.pth  --> TIME: 2025-02-20 17:30:45 -- STEP: 91/924 -- GLOBAL_STEP: 142050 | > loss_disc: 2.2924695014953613 (2.2122399073380685) | > loss_disc_real_0: 0.17260746657848358 (0.11945497498407469) | > loss_disc_real_1: 0.22100228071212769 (0.1893208683519573) | > loss_disc_real_2: 0.20186226069927216 (0.20218586184821286) | > loss_disc_real_3: 0.20450404286384583 (0.20631477547870888) | > loss_disc_real_4: 0.23204904794692993 (0.20786088164691086) | > loss_disc_real_5: 0.2082858383655548 (0.20007993739384866) | > loss_0: 2.2924695014953613 (2.2122399073380685) | > grad_norm_0: tensor(41.7725, device='cuda:0') (tensor(65.1089, device='cuda:0')) | > loss_gen: 2.7462234497070312 (2.823740110292538) | > loss_kl: 2.1689534187316895 (2.137375680954901) | > loss_feat: 8.004996299743652 (8.572236899491198) | > loss_mel: 14.186858177185059 (15.145865901485903) | > loss_duration: 1.5932269096374512 (1.6080971183357662) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.700260162353516 (30.287315829769597) | > grad_norm_1: tensor(1139.6655, device='cuda:0') (tensor(1026.7379, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.8971 (0.8995818620199686) | > loader_time: 0.0132 (0.01130191310421451)  --> TIME: 2025-02-20 17:31:31 -- STEP: 141/924 -- GLOBAL_STEP: 142100 | > loss_disc: 2.29425311088562 (2.216250184579944) | > loss_disc_real_0: 0.10237286984920502 (0.12014901624820756) | > loss_disc_real_1: 0.20725591480731964 (0.19077111981439251) | > loss_disc_real_2: 0.20666390657424927 (0.20228453308132524) | > loss_disc_real_3: 0.22261683642864227 (0.2048237641863789) | > loss_disc_real_4: 0.16625288128852844 (0.20770929383893386) | > loss_disc_real_5: 0.21948644518852234 (0.200074257263055) | > loss_0: 2.29425311088562 (2.216250184579944) | > grad_norm_0: tensor(41.1164, device='cuda:0') (tensor(64.8086, device='cuda:0')) | > loss_gen: 2.6740963459014893 (2.8317948706606595) | > loss_kl: 2.11519193649292 (2.1152270981606014) | > loss_feat: 7.937018871307373 (8.59771027125366) | > loss_mel: 14.420695304870605 (15.166036450271065) | > loss_duration: 1.613654375076294 (1.6070940807356058) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.760658264160156 (30.31786274740882) | > grad_norm_1: tensor(867.6994, device='cuda:0') (tensor(1010.5056, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.8955 (0.8958438778599949) | > loader_time: 0.0107 (0.01124417190010666)  --> TIME: 2025-02-20 17:32:16 -- STEP: 191/924 -- GLOBAL_STEP: 142150 | > loss_disc: 2.085160970687866 (2.2208601379893844) | > loss_disc_real_0: 0.0620393306016922 (0.12116542125013487) | > loss_disc_real_1: 0.20208492875099182 (0.1905718835080481) | > loss_disc_real_2: 0.2131098061800003 (0.2033670578951611) | > loss_disc_real_3: 0.18385303020477295 (0.20551242948514625) | > loss_disc_real_4: 0.222904771566391 (0.2079416720967018) | > loss_disc_real_5: 0.21374914050102234 (0.20097812401686657) | > loss_0: 2.085160970687866 (2.2208601379893844) | > grad_norm_0: tensor(25.2976, device='cuda:0') (tensor(62.4371, device='cuda:0')) | > loss_gen: 3.1453144550323486 (2.8168234662859852) | > loss_kl: 2.205976963043213 (2.1286124640110278) | > loss_feat: 9.042080879211426 (8.53934306499222) | > loss_mel: 15.107022285461426 (15.121676519903213) | > loss_duration: 1.5624897480010986 (1.6038724427447892) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.062885284423828 (30.21032793734086) | > grad_norm_1: tensor(1275.5499, device='cuda:0') (tensor(1018.9837, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.9206 (0.8958460972571248) | > loader_time: 0.0115 (0.011268010314222402)  --> TIME: 2025-02-20 17:33:02 -- STEP: 241/924 -- GLOBAL_STEP: 142200 | > loss_disc: 2.321991443634033 (2.227718470996841) | > loss_disc_real_0: 0.12863008677959442 (0.1234471238531265) | > loss_disc_real_1: 0.18785852193832397 (0.19123406071385898) | > loss_disc_real_2: 0.2263435274362564 (0.20326457484876467) | > loss_disc_real_3: 0.2102951556444168 (0.20545739337369118) | > loss_disc_real_4: 0.24665139615535736 (0.20811420394671903) | > loss_disc_real_5: 0.21882691979408264 (0.2017477884950479) | > loss_0: 2.321991443634033 (2.227718470996841) | > grad_norm_0: tensor(27.8548, device='cuda:0') (tensor(61.5523, device='cuda:0')) | > loss_gen: 2.5605762004852295 (2.8094137179900995) | > loss_kl: 2.104851484298706 (2.130021729904587) | > loss_feat: 7.356757640838623 (8.536715539164572) | > loss_mel: 13.804707527160645 (15.153072222634469) | > loss_duration: 1.6088114976882935 (1.6052212299647668) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.43570327758789 (30.234444376838653) | > grad_norm_1: tensor(262.2189, device='cuda:0') (tensor(1009.4776, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.9412 (0.8962618819905515) | > loader_time: 0.0117 (0.011320857091563368)  --> TIME: 2025-02-20 17:33:48 -- STEP: 291/924 -- GLOBAL_STEP: 142250 | > loss_disc: 2.403653860092163 (2.231167400006167) | > loss_disc_real_0: 0.126114159822464 (0.12513756544626864) | > loss_disc_real_1: 0.20434990525245667 (0.19113188813027646) | > loss_disc_real_2: 0.20595549046993256 (0.20350466561071648) | > loss_disc_real_3: 0.22251708805561066 (0.20531564387668857) | > loss_disc_real_4: 0.20467707514762878 (0.20828094750745194) | > loss_disc_real_5: 0.17598950862884521 (0.20156971972013257) | > loss_0: 2.403653860092163 (2.231167400006167) | > grad_norm_0: tensor(34.5966, device='cuda:0') (tensor(62.0102, device='cuda:0')) | > loss_gen: 2.5319595336914062 (2.80549035940793) | > loss_kl: 1.928758978843689 (2.135209606275526) | > loss_feat: 7.5895891189575195 (8.510033201106234) | > loss_mel: 13.657622337341309 (15.106242202811226) | > loss_duration: 1.604339361190796 (1.6055446703409408) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.31226921081543 (30.16251996620414) | > grad_norm_1: tensor(613.1207, device='cuda:0') (tensor(1005.5336, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.8725 (0.8971226649595699) | > loader_time: 0.0105 (0.011334955897118216)  --> TIME: 2025-02-20 17:34:34 -- STEP: 341/924 -- GLOBAL_STEP: 142300 | > loss_disc: 2.3004584312438965 (2.2291548930305187) | > loss_disc_real_0: 0.21299158036708832 (0.12493019052876748) | > loss_disc_real_1: 0.20260271430015564 (0.19120770496182418) | > loss_disc_real_2: 0.20763812959194183 (0.2032620415659594) | > loss_disc_real_3: 0.2071857750415802 (0.20538306297444878) | > loss_disc_real_4: 0.24038195610046387 (0.2081283887198244) | > loss_disc_real_5: 0.1935640126466751 (0.2020036914656239) | > loss_0: 2.3004584312438965 (2.2291548930305187) | > grad_norm_0: tensor(92.3998, device='cuda:0') (tensor(62.0400, device='cuda:0')) | > loss_gen: 2.6567530632019043 (2.8043388635182316) | > loss_kl: 2.076956272125244 (2.1421523422789366) | > loss_feat: 7.873068809509277 (8.517810386646534) | > loss_mel: 14.673215866088867 (15.121236857081438) | > loss_duration: 1.5747032165527344 (1.6056732495159698) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.854698181152344 (30.191211599758294) | > grad_norm_1: tensor(986.5416, device='cuda:0') (tensor(1012.6163, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.919 (0.8976473563577423) | > loader_time: 0.0103 (0.011355476295493562)  --> TIME: 2025-02-20 17:35:19 -- STEP: 391/924 -- GLOBAL_STEP: 142350 | > loss_disc: 2.3090157508850098 (2.229312484526573) | > loss_disc_real_0: 0.163480743765831 (0.12489713554072872) | > loss_disc_real_1: 0.1839609593153 (0.19098489523848602) | > loss_disc_real_2: 0.21060869097709656 (0.20326705943897863) | > loss_disc_real_3: 0.21545179188251495 (0.2050760187151487) | > loss_disc_real_4: 0.16972516477108002 (0.2081933259354223) | > loss_disc_real_5: 0.20496372878551483 (0.20200588521750076) | > loss_0: 2.3090157508850098 (2.229312484526573) | > grad_norm_0: tensor(96.1555, device='cuda:0') (tensor(61.5800, device='cuda:0')) | > loss_gen: 2.681272268295288 (2.8013189436529613) | > loss_kl: 2.147965908050537 (2.142283697872211) | > loss_feat: 7.8527960777282715 (8.506732291882615) | > loss_mel: 15.321054458618164 (15.101563878071582) | > loss_duration: 1.6100895404815674 (1.6056471215489576) | > amp_scaler: 128.0 (128.65473145780052) | > loss_1: 29.613178253173828 (30.157545855588012) | > grad_norm_1: tensor(745.7514, device='cuda:0') (tensor(1006.3708, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.8858 (0.8975622922258304) | > loader_time: 0.0111 (0.011351209772212423)  --> TIME: 2025-02-20 17:36:05 -- STEP: 441/924 -- GLOBAL_STEP: 142400 | > loss_disc: 2.2875311374664307 (2.2310058735395506) | > loss_disc_real_0: 0.1076333075761795 (0.125710638666572) | > loss_disc_real_1: 0.2024381309747696 (0.1908146945121877) | > loss_disc_real_2: 0.19357722997665405 (0.2033944147514378) | > loss_disc_real_3: 0.1887216418981552 (0.20529454473465208) | > loss_disc_real_4: 0.1730870008468628 (0.20816320150482412) | > loss_disc_real_5: 0.21157878637313843 (0.20225912667050652) | > loss_0: 2.2875311374664307 (2.2310058735395506) | > grad_norm_0: tensor(21.6810, device='cuda:0') (tensor(61.2662, device='cuda:0')) | > loss_gen: 2.47367787361145 (2.7996680055345817) | > loss_kl: 1.9719196557998657 (2.1452029616384016) | > loss_feat: 7.795591831207275 (8.498413784433662) | > loss_mel: 14.18975830078125 (15.094063600985642) | > loss_duration: 1.614884614944458 (1.6057254911280003) | > amp_scaler: 128.0 (128.5804988662132) | > loss_1: 28.045833587646484 (30.14307376749121) | > grad_norm_1: tensor(423.0969, device='cuda:0') (tensor(996.9717, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.8562 (0.8973930692997109) | > loader_time: 0.01 (0.011382122429049743)  --> TIME: 2025-02-20 17:36:51 -- STEP: 491/924 -- GLOBAL_STEP: 142450 | > loss_disc: 2.2516841888427734 (2.229576005955092) | > loss_disc_real_0: 0.11106417328119278 (0.12501077565635788) | > loss_disc_real_1: 0.17689716815948486 (0.19085129791995895) | > loss_disc_real_2: 0.23010915517807007 (0.20343137379212195) | > loss_disc_real_3: 0.20388458669185638 (0.20575620343267553) | > loss_disc_real_4: 0.1924925297498703 (0.20801557985925384) | > loss_disc_real_5: 0.211513951420784 (0.20231941837035955) | > loss_0: 2.2516841888427734 (2.229576005955092) | > grad_norm_0: tensor(44.8558, device='cuda:0') (tensor(60.9110, device='cuda:0')) | > loss_gen: 2.626056671142578 (2.8021907160578348) | > loss_kl: 2.327731132507324 (2.145986703408469) | > loss_feat: 7.954914093017578 (8.501746715693278) | > loss_mel: 15.067425727844238 (15.10541031171251) | > loss_duration: 1.616349220275879 (1.6054452672266912) | > amp_scaler: 128.0 (128.52138492871683) | > loss_1: 29.59247589111328 (30.160779626694815) | > grad_norm_1: tensor(1269.1636, device='cuda:0') (tensor(1003.6822, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.912 (0.8976206196786916) | > loader_time: 0.0116 (0.011419598779464689)  --> TIME: 2025-02-20 17:37:36 -- STEP: 541/924 -- GLOBAL_STEP: 142500 | > loss_disc: 2.203432559967041 (2.231773184760441) | > loss_disc_real_0: 0.05934460461139679 (0.12558105404104863) | > loss_disc_real_1: 0.19240929186344147 (0.19080109315857208) | > loss_disc_real_2: 0.21172763407230377 (0.20338861123691424) | > loss_disc_real_3: 0.19616352021694183 (0.20599138483322482) | > loss_disc_real_4: 0.17002251744270325 (0.20812508604332614) | > loss_disc_real_5: 0.1852140575647354 (0.20261570805762918) | > loss_0: 2.203432559967041 (2.231773184760441) | > grad_norm_0: tensor(36.4579, device='cuda:0') (tensor(60.9659, device='cuda:0')) | > loss_gen: 2.6626503467559814 (2.7997799391226503) | > loss_kl: 2.038487195968628 (2.147549884817297) | > loss_feat: 7.812872409820557 (8.496825221726287) | > loss_mel: 13.426703453063965 (15.101155110075382) | > loss_duration: 1.6296266317367554 (1.60596762148598) | > amp_scaler: 128.0 (128.4731977818853) | > loss_1: 27.570341110229492 (30.151277707817375) | > grad_norm_1: tensor(1059.3011, device='cuda:0') (tensor(1005.9121, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.9091 (0.8970700773425994) | > loader_time: 0.0114 (0.011458012180716183)  --> TIME: 2025-02-20 17:38:21 -- STEP: 591/924 -- GLOBAL_STEP: 142550 | > loss_disc: 2.1631243228912354 (2.230459408509953) | > loss_disc_real_0: 0.0724729374051094 (0.12569697861844922) | > loss_disc_real_1: 0.1714106649160385 (0.19074623140485958) | > loss_disc_real_2: 0.17413084208965302 (0.20318550347979303) | > loss_disc_real_3: 0.19770610332489014 (0.20586488856075175) | > loss_disc_real_4: 0.20322345197200775 (0.2081823491455133) | > loss_disc_real_5: 0.15392200648784637 (0.20251896503411376) | > loss_0: 2.1631243228912354 (2.230459408509953) | > grad_norm_0: tensor(52.4394, device='cuda:0') (tensor(60.7452, device='cuda:0')) | > loss_gen: 2.7654905319213867 (2.802414370470645) | > loss_kl: 2.1143076419830322 (2.1446908597413676) | > loss_feat: 9.189453125 (8.507073282993794) | > loss_mel: 16.124435424804688 (15.115271645754122) | > loss_duration: 1.641553521156311 (1.6059137028082577) | > amp_scaler: 128.0 (128.43316412859542) | > loss_1: 31.835241317749023 (30.175363811744653) | > grad_norm_1: tensor(1217.3201, device='cuda:0') (tensor(1009.4918, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.8936 (0.8966373876871796) | > loader_time: 0.0111 (0.011462941790998687)  --> TIME: 2025-02-20 17:39:08 -- STEP: 641/924 -- GLOBAL_STEP: 142600 | > loss_disc: 2.3469960689544678 (2.2304653593232975) | > loss_disc_real_0: 0.13148483633995056 (0.12599129121686664) | > loss_disc_real_1: 0.23161417245864868 (0.19068492047035357) | > loss_disc_real_2: 0.21888431906700134 (0.2031256696921244) | > loss_disc_real_3: 0.20429059863090515 (0.20574724081432946) | > loss_disc_real_4: 0.22030344605445862 (0.20808777257265432) | > loss_disc_real_5: 0.2176021784543991 (0.20249162528332607) | > loss_0: 2.3469960689544678 (2.2304653593232975) | > grad_norm_0: tensor(93.5225, device='cuda:0') (tensor(60.3978, device='cuda:0')) | > loss_gen: 2.7923502922058105 (2.800318189418634) | > loss_kl: 2.1724631786346436 (2.145869492554631) | > loss_feat: 8.2239990234375 (8.505018813747707) | > loss_mel: 14.278939247131348 (15.1136087649698) | > loss_duration: 1.6284810304641724 (1.6059007417765125) | > amp_scaler: 128.0 (128.39937597503888) | > loss_1: 29.096233367919922 (30.170715936074576) | > grad_norm_1: tensor(1047.3438, device='cuda:0') (tensor(1008.1478, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.8863 (0.8973396229855541) | > loader_time: 0.0137 (0.011477415349665739)  --> TIME: 2025-02-20 17:39:53 -- STEP: 691/924 -- GLOBAL_STEP: 142650 | > loss_disc: 2.2874529361724854 (2.229190535897283) | > loss_disc_real_0: 0.26701831817626953 (0.12608996649338783) | > loss_disc_real_1: 0.21407118439674377 (0.1904118834589047) | > loss_disc_real_2: 0.2112434357404709 (0.20307046582574617) | > loss_disc_real_3: 0.2105848342180252 (0.20561766285885946) | > loss_disc_real_4: 0.21617694199085236 (0.20812851503254196) | > loss_disc_real_5: 0.19458861649036407 (0.20232888573157978) | > loss_0: 2.2874529361724854 (2.229190535897283) | > grad_norm_0: tensor(86.1465, device='cuda:0') (tensor(61.2317, device='cuda:0')) | > loss_gen: 2.8960635662078857 (2.8035254374944367) | > loss_kl: 1.9547655582427979 (2.1449095999280243) | > loss_feat: 8.633122444152832 (8.513490162088985) | > loss_mel: 14.27390193939209 (15.11942296228257) | > loss_duration: 1.6433219909667969 (1.6056897371101655) | > amp_scaler: 128.0 (128.37047756874097) | > loss_1: 29.401174545288086 (30.187037836452987) | > grad_norm_1: tensor(732.4692, device='cuda:0') (tensor(1010.1647, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.9277 (0.8971870031784653) | > loader_time: 0.0121 (0.011493801898100604)  --> TIME: 2025-02-20 17:40:39 -- STEP: 741/924 -- GLOBAL_STEP: 142700 | > loss_disc: 2.2696049213409424 (2.228897635592462) | > loss_disc_real_0: 0.2013774961233139 (0.12592353280156093) | > loss_disc_real_1: 0.21283231675624847 (0.1902153635958105) | > loss_disc_real_2: 0.19863368570804596 (0.2028035955672001) | > loss_disc_real_3: 0.22478827834129333 (0.20562496805480612) | > loss_disc_real_4: 0.23342809081077576 (0.2081030593549031) | > loss_disc_real_5: 0.2441018670797348 (0.20244183573323865) | > loss_0: 2.2696049213409424 (2.228897635592462) | > grad_norm_0: tensor(102.8070, device='cuda:0') (tensor(60.9263, device='cuda:0')) | > loss_gen: 2.9249589443206787 (2.8006648241910543) | > loss_kl: 2.160034656524658 (2.1471922859328334) | > loss_feat: 8.245819091796875 (8.508605804520593) | > loss_mel: 15.657063484191895 (15.116351228011283) | > loss_duration: 1.6501997709274292 (1.6057282784368023) | > amp_scaler: 128.0 (128.34547908232116) | > loss_1: 30.63807487487793 (30.178542364946743) | > grad_norm_1: tensor(1302.2592, device='cuda:0') (tensor(1007.8763, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.8735 (0.8975369894874562) | > loader_time: 0.0135 (0.011495984356734747)  --> TIME: 2025-02-20 17:41:25 -- STEP: 791/924 -- GLOBAL_STEP: 142750 | > loss_disc: 2.306602716445923 (2.2284230040539397) | > loss_disc_real_0: 0.1625128537416458 (0.1257960571473001) | > loss_disc_real_1: 0.20246568322181702 (0.18998146254931916) | > loss_disc_real_2: 0.21569788455963135 (0.20274940931842247) | > loss_disc_real_3: 0.21611258387565613 (0.20567278258794475) | > loss_disc_real_4: 0.25481462478637695 (0.2081745387668405) | > loss_disc_real_5: 0.2266356647014618 (0.20217791421977066) | > loss_0: 2.306602716445923 (2.2284230040539397) | > grad_norm_0: tensor(79.0210, device='cuda:0') (tensor(61.3221, device='cuda:0')) | > loss_gen: 2.863490581512451 (2.802052100298529) | > loss_kl: 2.1429989337921143 (2.1418404996621163) | > loss_feat: 8.335582733154297 (8.512898997320104) | > loss_mel: 14.448678016662598 (15.120403527309259) | > loss_duration: 1.564839243888855 (1.6063226508129713) | > amp_scaler: 128.0 (128.32364096080894) | > loss_1: 29.355588912963867 (30.18351771888781) | > grad_norm_1: tensor(1100.7266, device='cuda:0') (tensor(1004.5016, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.8545 (0.8972563583841818) | > loader_time: 0.0103 (0.011493742842740557)  --> TIME: 2025-02-20 17:42:09 -- STEP: 841/924 -- GLOBAL_STEP: 142800 | > loss_disc: 2.0878067016601562 (2.2278253207167054) | > loss_disc_real_0: 0.14400449395179749 (0.12563931534020287) | > loss_disc_real_1: 0.1984674483537674 (0.18990619856239627) | > loss_disc_real_2: 0.1855165809392929 (0.20278240894449176) | > loss_disc_real_3: 0.19750314950942993 (0.20558012368137568) | > loss_disc_real_4: 0.19417695701122284 (0.20825824724437228) | > loss_disc_real_5: 0.21347448229789734 (0.20213629721744733) | > loss_0: 2.0878067016601562 (2.2278253207167054) | > grad_norm_0: tensor(66.7894, device='cuda:0') (tensor(61.3944, device='cuda:0')) | > loss_gen: 3.117927312850952 (2.8022256699810417) | > loss_kl: 2.2535932064056396 (2.14325295603091) | > loss_feat: 9.892096519470215 (8.519153187873123) | > loss_mel: 16.789894104003906 (15.135075157519328) | > loss_duration: 1.6587421894073486 (1.6060438700436694) | > amp_scaler: 128.0 (128.3043995243756) | > loss_1: 33.71225357055664 (30.205750779504584) | > grad_norm_1: tensor(1267.8225, device='cuda:0') (tensor(1000.5069, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.8913 (0.8961053419056461) | > loader_time: 0.0128 (0.01149579489273633)  --> TIME: 2025-02-20 17:42:54 -- STEP: 891/924 -- GLOBAL_STEP: 142850 | > loss_disc: 2.1636404991149902 (2.2284585650922493) | > loss_disc_real_0: 0.1051667109131813 (0.12560805968530514) | > loss_disc_real_1: 0.20931893587112427 (0.19002744018630133) | > loss_disc_real_2: 0.2261652946472168 (0.2029618923745707) | > loss_disc_real_3: 0.1850774586200714 (0.2056162243439292) | > loss_disc_real_4: 0.17662502825260162 (0.20815074776626466) | > loss_disc_real_5: 0.20309002697467804 (0.20209099551376403) | > loss_0: 2.1636404991149902 (2.2284585650922493) | > grad_norm_0: tensor(63.3032, device='cuda:0') (tensor(61.4909, device='cuda:0')) | > loss_gen: 2.8761303424835205 (2.802222993906366) | > loss_kl: 2.156583309173584 (2.1444502998013815) | > loss_feat: 8.60937786102295 (8.520013820442701) | > loss_mel: 14.841885566711426 (15.142612691680188) | > loss_duration: 1.577699899673462 (1.6058875892298792) | > amp_scaler: 128.0 (128.28731762065087) | > loss_1: 30.061676025390625 (30.215187327495194) | > grad_norm_1: tensor(1204.4182, device='cuda:0') (tensor(1001.0899, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.8783 (0.8956845668296086) | > loader_time: 0.0108 (0.011510058551792603)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.455385684967041 (2.455385684967041) | > loss_disc_real_0: 0.13876429200172424 (0.13876429200172424) | > loss_disc_real_1: 0.2380540370941162 (0.2380540370941162) | > loss_disc_real_2: 0.2339237779378891 (0.2339237779378891) | > loss_disc_real_3: 0.23768797516822815 (0.23768797516822815) | > loss_disc_real_4: 0.21021437644958496 (0.21021437644958496) | > loss_disc_real_5: 0.2114579677581787 (0.2114579677581787) | > loss_0: 2.455385684967041 (2.455385684967041) | > loss_gen: 2.343747615814209 (2.343747615814209) | > loss_kl: 2.1245481967926025 (2.1245481967926025) | > loss_feat: 5.592365264892578 (5.592365264892578) | > loss_mel: 10.62260627746582 (10.62260627746582) | > loss_duration: 1.6661133766174316 (1.6661133766174316) | > loss_1: 22.349380493164062 (22.349380493164062)  --> STEP: 1 | > loss_disc: 2.336846351623535 (2.336846351623535) | > loss_disc_real_0: 0.11376416683197021 (0.11376416683197021) | > loss_disc_real_1: 0.2062317132949829 (0.2062317132949829) | > loss_disc_real_2: 0.21144503355026245 (0.21144503355026245) | > loss_disc_real_3: 0.19564704596996307 (0.19564704596996307) | > loss_disc_real_4: 0.21033315360546112 (0.21033315360546112) | > loss_disc_real_5: 0.24309182167053223 (0.24309182167053223) | > loss_0: 2.336846351623535 (2.336846351623535) | > loss_gen: 2.4879167079925537 (2.4879167079925537) | > loss_kl: 2.1783883571624756 (2.1783883571624756) | > loss_feat: 8.092085838317871 (8.092085838317871) | > loss_mel: 15.058924674987793 (15.058924674987793) | > loss_duration: 1.6746912002563477 (1.6746912002563477) | > loss_1: 29.492008209228516 (29.492008209228516)  --> STEP: 2 | > loss_disc: 2.356928825378418 (2.3468875885009766) | > loss_disc_real_0: 0.13077355921268463 (0.12226886302232742) | > loss_disc_real_1: 0.2257409393787384 (0.21598632633686066) | > loss_disc_real_2: 0.22180584073066711 (0.21662543714046478) | > loss_disc_real_3: 0.2327033430337906 (0.21417519450187683) | > loss_disc_real_4: 0.21928997337818146 (0.2148115634918213) | > loss_disc_real_5: 0.23159930109977722 (0.23734556138515472) | > loss_0: 2.356928825378418 (2.3468875885009766) | > loss_gen: 2.5080530643463135 (2.4979848861694336) | > loss_kl: 2.039196729660034 (2.108792543411255) | > loss_feat: 7.13786506652832 (7.614975452423096) | > loss_mel: 13.699943542480469 (14.37943410873413) | > loss_duration: 1.585145354270935 (1.6299182772636414) | > loss_1: 26.970205307006836 (28.231106758117676)  --> STEP: 3 | > loss_disc: 2.328646421432495 (2.3408071994781494) | > loss_disc_real_0: 0.12679283320903778 (0.12377685308456421) | > loss_disc_real_1: 0.22082307934761047 (0.21759857734044394) | > loss_disc_real_2: 0.22091317176818848 (0.21805468201637268) | > loss_disc_real_3: 0.21726074814796448 (0.21520371238390604) | > loss_disc_real_4: 0.2113822102546692 (0.2136684457461039) | > loss_disc_real_5: 0.22038502991199493 (0.23169205089410147) | > loss_0: 2.328646421432495 (2.3408071994781494) | > loss_gen: 2.54866623878479 (2.5148786703745523) | > loss_kl: 1.9563194513320923 (2.057968179384867) | > loss_feat: 7.112843990325928 (7.447598298390706) | > loss_mel: 14.196051597595215 (14.318306605021158) | > loss_duration: 1.6476631164550781 (1.6358332236607869) | > loss_1: 27.461544036865234 (27.974585851033527)  --> STEP: 4 | > loss_disc: 2.349282741546631 (2.3429260849952698) | > loss_disc_real_0: 0.12881577014923096 (0.1250365823507309) | > loss_disc_real_1: 0.2319812923669815 (0.22119425609707832) | > loss_disc_real_2: 0.23727759718894958 (0.2228604108095169) | > loss_disc_real_3: 0.2534140646457672 (0.22475630044937134) | > loss_disc_real_4: 0.21283596754074097 (0.21346032619476318) | > loss_disc_real_5: 0.20769290626049042 (0.2256922647356987) | > loss_0: 2.349282741546631 (2.3429260849952698) | > loss_gen: 2.5800328254699707 (2.531167209148407) | > loss_kl: 1.930388331413269 (2.0260732173919678) | > loss_feat: 6.827154159545898 (7.292487263679504) | > loss_mel: 12.944822311401367 (13.974935531616211) | > loss_duration: 1.7627346515655518 (1.6675585806369781) | > loss_1: 26.045133590698242 (27.492222785949707)  --> STEP: 5 | > loss_disc: 2.46313738822937 (2.36696834564209) | > loss_disc_real_0: 0.12462005019187927 (0.12495327591896058) | > loss_disc_real_1: 0.2109895795583725 (0.21915332078933716) | > loss_disc_real_2: 0.2833932340145111 (0.23496697545051576) | > loss_disc_real_3: 0.2467343807220459 (0.22915191650390626) | > loss_disc_real_4: 0.2174699306488037 (0.2142622470855713) | > loss_disc_real_5: 0.1978009194135666 (0.22011399567127227) | > loss_0: 2.46313738822937 (2.36696834564209) | > loss_gen: 2.4119508266448975 (2.5073239326477053) | > loss_kl: 2.093780279159546 (2.0396146297454836) | > loss_feat: 6.215574264526367 (7.077104663848877) | > loss_mel: 12.104653358459473 (13.600879096984864) | > loss_duration: 1.5410525798797607 (1.6422573804855347) | > loss_1: 24.36701202392578 (26.867180633544923) --> EVAL PERFORMANCE | > avg_loader_time: 0.15623941421508789 (+0.004641437530517573) | > avg_loss_disc: 2.36696834564209 (+0.02187423706054714) | > avg_loss_disc_real_0: 0.12495327591896058 (-0.08949146568775176) | > avg_loss_disc_real_1: 0.21915332078933716 (+0.02406256496906281) | > avg_loss_disc_real_2: 0.23496697545051576 (+0.007829913496971153) | > avg_loss_disc_real_3: 0.22915191650390626 (+0.016022118926048295) | > avg_loss_disc_real_4: 0.2142622470855713 (-0.053476569056510936) | > avg_loss_disc_real_5: 0.22011399567127227 (-0.01562661528587342) | > avg_loss_0: 2.36696834564209 (+0.02187423706054714) | > avg_loss_gen: 2.5073239326477053 (-0.3788135051727295) | > avg_loss_kl: 2.0396146297454836 (-0.06059255599975577) | > avg_loss_feat: 7.077104663848877 (-0.8102009773254402) | > avg_loss_mel: 13.600879096984864 (-0.6344676971435543) | > avg_loss_duration: 1.6422573804855347 (-0.002878475189209029) | > avg_loss_1: 26.867180633544923 (-1.886952590942382)  > EPOCH: 105/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 17:43:33)   --> TIME: 2025-02-20 17:43:50 -- STEP: 17/924 -- GLOBAL_STEP: 142900 | > loss_disc: 2.153146982192993 (2.228711520924288) | > loss_disc_real_0: 0.11465386301279068 (0.11801448727355283) | > loss_disc_real_1: 0.19858697056770325 (0.19091374733868768) | > loss_disc_real_2: 0.2116907685995102 (0.19933425415964687) | > loss_disc_real_3: 0.2028743028640747 (0.20822391527540543) | > loss_disc_real_4: 0.1878117024898529 (0.20559748218340032) | > loss_disc_real_5: 0.15984651446342468 (0.2044537645929) | > loss_0: 2.153146982192993 (2.228711520924288) | > grad_norm_0: tensor(62.7289, device='cuda:0') (tensor(62.1638, device='cuda:0')) | > loss_gen: 2.947960376739502 (2.788169973036822) | > loss_kl: 2.1847708225250244 (2.1830005645751953) | > loss_feat: 8.798891067504883 (8.48595209682689) | > loss_mel: 15.603045463562012 (15.200656666475183) | > loss_duration: 1.6339173316955566 (1.5956414727603687) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.1685848236084 (30.253420998068417) | > grad_norm_1: tensor(1183.8318, device='cuda:0') (tensor(1106.9001, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.8816 (0.8945126673754524) | > loader_time: 0.0105 (0.010980087168076458)  --> TIME: 2025-02-20 17:44:35 -- STEP: 67/924 -- GLOBAL_STEP: 142950 | > loss_disc: 2.16938853263855 (2.239552899972717) | > loss_disc_real_0: 0.0744868740439415 (0.12554018043760043) | > loss_disc_real_1: 0.18838973343372345 (0.1908050112759889) | > loss_disc_real_2: 0.22550658881664276 (0.20356042149351605) | > loss_disc_real_3: 0.22038587927818298 (0.20832759742416554) | > loss_disc_real_4: 0.17141664028167725 (0.20924735803212693) | > loss_disc_real_5: 0.18151234090328217 (0.20347086306828172) | > loss_0: 2.16938853263855 (2.239552899972717) | > grad_norm_0: tensor(64.0197, device='cuda:0') (tensor(68.3852, device='cuda:0')) | > loss_gen: 2.8083980083465576 (2.807396963461121) | > loss_kl: 2.0956485271453857 (2.1606729528797217) | > loss_feat: 8.635337829589844 (8.474267568161242) | > loss_mel: 14.688511848449707 (15.10200672719016) | > loss_duration: 1.6083711385726929 (1.6046315627311594) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.836267471313477 (30.148975884736473) | > grad_norm_1: tensor(1181.7406, device='cuda:0') (tensor(1084.7144, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.8952 (0.8913329430480501) | > loader_time: 0.0109 (0.01134685615995037)  --> TIME: 2025-02-20 17:45:21 -- STEP: 117/924 -- GLOBAL_STEP: 143000 | > loss_disc: 2.2540640830993652 (2.2411070257170596) | > loss_disc_real_0: 0.1127682700753212 (0.1246426941619979) | > loss_disc_real_1: 0.16910988092422485 (0.19053232937287062) | > loss_disc_real_2: 0.15901793539524078 (0.20330999651525775) | > loss_disc_real_3: 0.22400958836078644 (0.2070685058322727) | > loss_disc_real_4: 0.21614311635494232 (0.2089784723571223) | > loss_disc_real_5: 0.23225779831409454 (0.20453307478346378) | > loss_0: 2.2540640830993652 (2.2411070257170596) | > grad_norm_0: tensor(40.3780, device='cuda:0') (tensor(61.4172, device='cuda:0')) | > loss_gen: 2.754427671432495 (2.77534120510786) | > loss_kl: 2.0673534870147705 (2.146041495168311) | > loss_feat: 8.277838706970215 (8.445435385418753) | > loss_mel: 15.043854713439941 (15.09222496065319) | > loss_duration: 1.6125917434692383 (1.6066339413324995) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.756065368652344 (30.06567703964364) | > grad_norm_1: tensor(1005.5985, device='cuda:0') (tensor(983.6364, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.8606 (0.8892478983626406) | > loader_time: 0.0107 (0.01142778559627696) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_143000.pth  --> TIME: 2025-02-20 17:46:08 -- STEP: 167/924 -- GLOBAL_STEP: 143050 | > loss_disc: 2.085916042327881 (2.2409679033085275) | > loss_disc_real_0: 0.08243294805288315 (0.12864330937405544) | > loss_disc_real_1: 0.15720686316490173 (0.18969674372744422) | > loss_disc_real_2: 0.18576809763908386 (0.2029968833851957) | > loss_disc_real_3: 0.19263093173503876 (0.20656545683295427) | > loss_disc_real_4: 0.2254483550786972 (0.20848104018651084) | > loss_disc_real_5: 0.19889673590660095 (0.2033420424618407) | > loss_0: 2.085916042327881 (2.2409679033085275) | > grad_norm_0: tensor(75.9757, device='cuda:0') (tensor(60.9098, device='cuda:0')) | > loss_gen: 2.90179181098938 (2.780019169082185) | > loss_kl: 2.1319191455841064 (2.140056913484357) | > loss_feat: 9.073151588439941 (8.444734667589568) | > loss_mel: 16.039335250854492 (15.093015950596975) | > loss_duration: 1.5632643699645996 (1.6060939056430747) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.709463119506836 (30.063920677778963) | > grad_norm_1: tensor(1081.2533, device='cuda:0') (tensor(973.8726, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.8801 (0.8889792907737686) | > loader_time: 0.0134 (0.011457383275745869)  --> TIME: 2025-02-20 17:46:54 -- STEP: 217/924 -- GLOBAL_STEP: 143100 | > loss_disc: 2.5018563270568848 (2.2405487513212594) | > loss_disc_real_0: 0.333194762468338 (0.12961754001986048) | > loss_disc_real_1: 0.19691787660121918 (0.18967494718764788) | > loss_disc_real_2: 0.19802376627922058 (0.2033780323607581) | > loss_disc_real_3: 0.19375178217887878 (0.20610467306754557) | > loss_disc_real_4: 0.2351914644241333 (0.20887235857649333) | > loss_disc_real_5: 0.22602663934230804 (0.20255560039924586) | > loss_0: 2.5018563270568848 (2.2405487513212594) | > grad_norm_0: tensor(116.9877, device='cuda:0') (tensor(61.0806, device='cuda:0')) | > loss_gen: 2.5799012184143066 (2.789154616369081) | > loss_kl: 2.095545768737793 (2.133181143466228) | > loss_feat: 7.568129539489746 (8.463873672045878) | > loss_mel: 14.777493476867676 (15.092053009068362) | > loss_duration: 1.5917153358459473 (1.6051969896263791) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.61278533935547 (30.08345949375135) | > grad_norm_1: tensor(606.2412, device='cuda:0') (tensor(975.6141, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.8882 (0.8920271319727744) | > loader_time: 0.0108 (0.011450676324730093)  --> TIME: 2025-02-20 17:47:40 -- STEP: 267/924 -- GLOBAL_STEP: 143150 | > loss_disc: 2.139228582382202 (2.2379889398924893) | > loss_disc_real_0: 0.2312736213207245 (0.1290805491754848) | > loss_disc_real_1: 0.20063059031963348 (0.1894038355305847) | > loss_disc_real_2: 0.18671925365924835 (0.2027807715122173) | > loss_disc_real_3: 0.21272313594818115 (0.20595790239309103) | > loss_disc_real_4: 0.2254118025302887 (0.20908594617013182) | > loss_disc_real_5: 0.18919771909713745 (0.20320902826187762) | > loss_0: 2.139228582382202 (2.2379889398924893) | > grad_norm_0: tensor(110.9663, device='cuda:0') (tensor(58.6694, device='cuda:0')) | > loss_gen: 2.9965033531188965 (2.7820881832851456) | > loss_kl: 2.1829652786254883 (2.1375370860546266) | > loss_feat: 9.274243354797363 (8.458591782644897) | > loss_mel: 16.315410614013672 (15.103064837080709) | > loss_duration: 1.6165814399719238 (1.6069517957137318) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.385704040527344 (30.088233726301443) | > grad_norm_1: tensor(1352.2288, device='cuda:0') (tensor(979.0121, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.9039 (0.8925077799107698) | > loader_time: 0.0116 (0.011466579937309807)  --> TIME: 2025-02-20 17:48:25 -- STEP: 317/924 -- GLOBAL_STEP: 143200 | > loss_disc: 2.2558887004852295 (2.2377771312130017) | > loss_disc_real_0: 0.07121677696704865 (0.12914065874478417) | > loss_disc_real_1: 0.20065048336982727 (0.1895238847856642) | > loss_disc_real_2: 0.2251829206943512 (0.20279545978604815) | > loss_disc_real_3: 0.18644419312477112 (0.20576702899737312) | > loss_disc_real_4: 0.18114139139652252 (0.20856916951456272) | > loss_disc_real_5: 0.18302302062511444 (0.20289995852705064) | > loss_0: 2.2558887004852295 (2.2377771312130017) | > grad_norm_0: tensor(59.6168, device='cuda:0') (tensor(58.4159, device='cuda:0')) | > loss_gen: 2.74497389793396 (2.7835162250025403) | > loss_kl: 2.1578283309936523 (2.139855370536587) | > loss_feat: 8.267748832702637 (8.4683638310959) | > loss_mel: 14.953801155090332 (15.122583506611244) | > loss_duration: 1.6152502298355103 (1.6068982423668028) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.73960304260254 (30.12121724029445) | > grad_norm_1: tensor(1242.4825, device='cuda:0') (tensor(981.2812, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.8799 (0.893432909757933) | > loader_time: 0.0142 (0.011464625879041028)  --> TIME: 2025-02-20 17:49:11 -- STEP: 367/924 -- GLOBAL_STEP: 143250 | > loss_disc: 2.3071165084838867 (2.2368308221286943) | > loss_disc_real_0: 0.23147520422935486 (0.12897312958859297) | > loss_disc_real_1: 0.18959803879261017 (0.18953770642709342) | > loss_disc_real_2: 0.20279036462306976 (0.20269258990274797) | > loss_disc_real_3: 0.23201169073581696 (0.2057976423882009) | > loss_disc_real_4: 0.19865715503692627 (0.2084765057472831) | > loss_disc_real_5: 0.20140692591667175 (0.20236271843111164) | > loss_0: 2.3071165084838867 (2.2368308221286943) | > grad_norm_0: tensor(108.5510, device='cuda:0') (tensor(59.5123, device='cuda:0')) | > loss_gen: 2.91983962059021 (2.7864002642254713) | > loss_kl: 2.286566972732544 (2.1478510425915838) | > loss_feat: 9.281437873840332 (8.478017653691355) | > loss_mel: 16.720195770263672 (15.128038944275568) | > loss_duration: 1.5600650310516357 (1.607046127644157) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.768104553222656 (30.14735408439948) | > grad_norm_1: tensor(1146.8823, device='cuda:0') (tensor(987.5186, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.9225 (0.8948423134858342) | > loader_time: 0.0113 (0.01148228619339031)  --> TIME: 2025-02-20 17:49:57 -- STEP: 417/924 -- GLOBAL_STEP: 143300 | > loss_disc: 2.2092785835266113 (2.2344152118376437) | > loss_disc_real_0: 0.0780382975935936 (0.12782647270414468) | > loss_disc_real_1: 0.2147267460823059 (0.1894532178731845) | > loss_disc_real_2: 0.21625375747680664 (0.20271607000621966) | > loss_disc_real_3: 0.21028490364551544 (0.20582775868100228) | > loss_disc_real_4: 0.20808245241641998 (0.20872781470382235) | > loss_disc_real_5: 0.20663699507713318 (0.20190295276881987) | > loss_0: 2.2092785835266113 (2.2344152118376437) | > grad_norm_0: tensor(57.1241, device='cuda:0') (tensor(59.6467, device='cuda:0')) | > loss_gen: 2.933133602142334 (2.7903653220307034) | > loss_kl: 2.118765115737915 (2.152903258371697) | > loss_feat: 9.00322151184082 (8.492160049273826) | > loss_mel: 14.8518705368042 (15.12607872914925) | > loss_duration: 1.6133568286895752 (1.6068330711598018) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.520349502563477 (30.16834045428452) | > grad_norm_1: tensor(1120.1678, device='cuda:0') (tensor(997.6900, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.8798 (0.8950726408466733) | > loader_time: 0.0099 (0.011491053395991704)  --> TIME: 2025-02-20 17:50:43 -- STEP: 467/924 -- GLOBAL_STEP: 143350 | > loss_disc: 2.237805128097534 (2.235305158433366) | > loss_disc_real_0: 0.14840763807296753 (0.12881800876950303) | > loss_disc_real_1: 0.23407283425331116 (0.18947371045961114) | > loss_disc_real_2: 0.19509375095367432 (0.20268787663804905) | > loss_disc_real_3: 0.2250896841287613 (0.20569560506103893) | > loss_disc_real_4: 0.19283804297447205 (0.2087397421899648) | > loss_disc_real_5: 0.25161635875701904 (0.20199295288107386) | > loss_0: 2.237805128097534 (2.235305158433366) | > grad_norm_0: tensor(51.8914, device='cuda:0') (tensor(59.5314, device='cuda:0')) | > loss_gen: 2.7983531951904297 (2.7902085204195908) | > loss_kl: 2.0490775108337402 (2.151390790173533) | > loss_feat: 7.53629207611084 (8.48264343478185) | > loss_mel: 13.763937950134277 (15.126290627669471) | > loss_duration: 1.6046855449676514 (1.6068956275057742) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.75234603881836 (30.15742899876335) | > grad_norm_1: tensor(1134.5762, device='cuda:0') (tensor(988.3929, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.9065 (0.8953038119657136) | > loader_time: 0.0111 (0.011510236870808573)  --> TIME: 2025-02-20 17:51:28 -- STEP: 517/924 -- GLOBAL_STEP: 143400 | > loss_disc: 2.294365644454956 (2.23176838327884) | > loss_disc_real_0: 0.1290406733751297 (0.12774464228628227) | > loss_disc_real_1: 0.19643843173980713 (0.18934934801013142) | > loss_disc_real_2: 0.20552751421928406 (0.20262959559143634) | > loss_disc_real_3: 0.2320864051580429 (0.20543489139707222) | > loss_disc_real_4: 0.20607244968414307 (0.2086175353314936) | > loss_disc_real_5: 0.24322910606861115 (0.20156598434111603) | > loss_0: 2.294365644454956 (2.23176838327884) | > grad_norm_0: tensor(58.3215, device='cuda:0') (tensor(59.5947, device='cuda:0')) | > loss_gen: 2.597895622253418 (2.795354161548428) | > loss_kl: 2.2317113876342773 (2.152348566793151) | > loss_feat: 7.87211799621582 (8.502121417158122) | > loss_mel: 14.702067375183105 (15.134640012995648) | > loss_duration: 1.6230461597442627 (1.6067343687411664) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.026840209960938 (30.191198540840666) | > grad_norm_1: tensor(467.4864, device='cuda:0') (tensor(986.4852, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.8909 (0.8952311418042653) | > loader_time: 0.0113 (0.011535851591099164)  --> TIME: 2025-02-20 17:52:14 -- STEP: 567/924 -- GLOBAL_STEP: 143450 | > loss_disc: 2.2648425102233887 (2.2323656967287575) | > loss_disc_real_0: 0.060710303485393524 (0.12746909988725422) | > loss_disc_real_1: 0.17674928903579712 (0.18952362423325764) | > loss_disc_real_2: 0.21056781709194183 (0.20280247910943625) | > loss_disc_real_3: 0.19603510200977325 (0.20550061168388925) | > loss_disc_real_4: 0.20285043120384216 (0.20865997156979119) | > loss_disc_real_5: 0.16640175879001617 (0.20176544614674982) | > loss_0: 2.2648425102233887 (2.2323656967287575) | > grad_norm_0: tensor(38.7893, device='cuda:0') (tensor(59.3634, device='cuda:0')) | > loss_gen: 2.5638647079467773 (2.794261979888565) | > loss_kl: 1.9823439121246338 (2.1531411907660276) | > loss_feat: 8.22093677520752 (8.491922288554907) | > loss_mel: 15.170121192932129 (15.113047545969591) | > loss_duration: 1.5976076126098633 (1.6068385517786417) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.534873962402344 (30.15921158092572) | > grad_norm_1: tensor(981.7679, device='cuda:0') (tensor(990.9260, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.9036 (0.896111186850008) | > loader_time: 0.0156 (0.011521796490570018)  --> TIME: 2025-02-20 17:53:00 -- STEP: 617/924 -- GLOBAL_STEP: 143500 | > loss_disc: 2.2456774711608887 (2.233755844145582) | > loss_disc_real_0: 0.06689608097076416 (0.1276897199850416) | > loss_disc_real_1: 0.21408876776695251 (0.1897433242931165) | > loss_disc_real_2: 0.19521142542362213 (0.20302955521273663) | > loss_disc_real_3: 0.2184429168701172 (0.2057246998846048) | > loss_disc_real_4: 0.1581224948167801 (0.2087363377334232) | > loss_disc_real_5: 0.17667144536972046 (0.20186385608955965) | > loss_0: 2.2456774711608887 (2.233755844145582) | > grad_norm_0: tensor(39.4986, device='cuda:0') (tensor(59.7347, device='cuda:0')) | > loss_gen: 2.633281707763672 (2.79630573217061) | > loss_kl: 2.072160482406616 (2.1541892411836345) | > loss_feat: 8.626324653625488 (8.496128886793198) | > loss_mel: 15.846606254577637 (15.123347981049523) | > loss_duration: 1.6368727684020996 (1.6067669439934056) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.81524658203125 (30.176738810114184) | > grad_norm_1: tensor(759.0538, device='cuda:0') (tensor(993.0198, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.8901 (0.895995559723296) | > loader_time: 0.0112 (0.01152394733707175)  --> TIME: 2025-02-20 17:53:46 -- STEP: 667/924 -- GLOBAL_STEP: 143550 | > loss_disc: 2.3103561401367188 (2.232661631689977) | > loss_disc_real_0: 0.1056884229183197 (0.12752235928240402) | > loss_disc_real_1: 0.2410683035850525 (0.18991691414741563) | > loss_disc_real_2: 0.23138613998889923 (0.20284133454759626) | > loss_disc_real_3: 0.1737825721502304 (0.20558773059358837) | > loss_disc_real_4: 0.20768727362155914 (0.20847505389124907) | > loss_disc_real_5: 0.1971551775932312 (0.2018684749973233) | > loss_0: 2.3103561401367188 (2.232661631689977) | > grad_norm_0: tensor(32.5783, device='cuda:0') (tensor(59.8464, device='cuda:0')) | > loss_gen: 2.68171763420105 (2.7980749864449543) | > loss_kl: 2.285797119140625 (2.1525070842416936) | > loss_feat: 7.549214839935303 (8.506710596527839) | > loss_mel: 14.1167573928833 (15.124744073561821) | > loss_duration: 1.5988068580627441 (1.6064658651108856) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.2322940826416 (30.188502624831987) | > grad_norm_1: tensor(1096.0773, device='cuda:0') (tensor(990.5073, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.87 (0.8963025713610328) | > loader_time: 0.0098 (0.01152672081336805)  --> TIME: 2025-02-20 17:54:31 -- STEP: 717/924 -- GLOBAL_STEP: 143600 | > loss_disc: 2.422226905822754 (2.235352166859513) | > loss_disc_real_0: 0.13735425472259521 (0.1284456185092489) | > loss_disc_real_1: 0.1829005628824234 (0.1900663983123572) | > loss_disc_real_2: 0.21823494136333466 (0.20299571004372768) | > loss_disc_real_3: 0.1911778599023819 (0.20561386341413523) | > loss_disc_real_4: 0.2462645173072815 (0.20856554047665662) | > loss_disc_real_5: 0.20290513336658478 (0.20193672053401623) | > loss_0: 2.422226905822754 (2.235352166859513) | > grad_norm_0: tensor(31.6637, device='cuda:0') (tensor(59.6262, device='cuda:0')) | > loss_gen: 2.4759716987609863 (2.7933345496072595) | > loss_kl: 2.172895669937134 (2.155383800695466) | > loss_feat: 6.549382209777832 (8.498981124021364) | > loss_mel: 14.255757331848145 (15.133231151054096) | > loss_duration: 1.6364445686340332 (1.606457300265962) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.090450286865234 (30.18738794526295) | > grad_norm_1: tensor(624.7766, device='cuda:0') (tensor(982.6072, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.9321 (0.896540519083893) | > loader_time: 0.0115 (0.011528138502538634)  --> TIME: 2025-02-20 17:55:17 -- STEP: 767/924 -- GLOBAL_STEP: 143650 | > loss_disc: 2.424079418182373 (2.2375758367225167) | > loss_disc_real_0: 0.2947746813297272 (0.12899761229772946) | > loss_disc_real_1: 0.186605304479599 (0.1900258984955846) | > loss_disc_real_2: 0.1988648921251297 (0.20307046614072477) | > loss_disc_real_3: 0.21660183370113373 (0.20559289068411035) | > loss_disc_real_4: 0.2175058275461197 (0.20876375406086825) | > loss_disc_real_5: 0.23235878348350525 (0.20221214860949724) | > loss_0: 2.424079418182373 (2.2375758367225167) | > grad_norm_0: tensor(102.2112, device='cuda:0') (tensor(59.8760, device='cuda:0')) | > loss_gen: 2.8886308670043945 (2.792055958719266) | > loss_kl: 2.1952931880950928 (2.1561443872526405) | > loss_feat: 7.873130798339844 (8.497593871617738) | > loss_mel: 14.05817985534668 (15.140361795835732) | > loss_duration: 1.578444004058838 (1.6064937462862647) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.593679428100586 (30.192649784112998) | > grad_norm_1: tensor(903.6031, device='cuda:0') (tensor(987.4333, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.889 (0.8967427741129054) | > loader_time: 0.0109 (0.011527691546443869)  --> TIME: 2025-02-20 17:56:03 -- STEP: 817/924 -- GLOBAL_STEP: 143700 | > loss_disc: 2.074930429458618 (2.2385870014001648) | > loss_disc_real_0: 0.1661277562379837 (0.12878226017809719) | > loss_disc_real_1: 0.16997158527374268 (0.19007043540477753) | > loss_disc_real_2: 0.18601658940315247 (0.20332928720492344) | > loss_disc_real_3: 0.19587181508541107 (0.20562404662261244) | > loss_disc_real_4: 0.19679249823093414 (0.20882827869754372) | > loss_disc_real_5: 0.2167750895023346 (0.20246938494748862) | > loss_0: 2.074930429458618 (2.2385870014001648) | > grad_norm_0: tensor(76.7335, device='cuda:0') (tensor(60.1170, device='cuda:0')) | > loss_gen: 3.1050937175750732 (2.790938523583196) | > loss_kl: 2.139490842819214 (2.1577022039175358) | > loss_feat: 10.108875274658203 (8.49203653755796) | > loss_mel: 16.993305206298828 (15.140390313240715) | > loss_duration: 1.5624897480010986 (1.606262511693424) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.90925598144531 (30.187330110566265) | > grad_norm_1: tensor(1004.4086, device='cuda:0') (tensor(985.3296, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.898 (0.8965776882965387) | > loader_time: 0.0107 (0.01150531050916694)  --> TIME: 2025-02-20 17:56:48 -- STEP: 867/924 -- GLOBAL_STEP: 143750 | > loss_disc: 2.2229738235473633 (2.2377006893477) | > loss_disc_real_0: 0.10349605977535248 (0.1284240631917289) | > loss_disc_real_1: 0.196891188621521 (0.19004920919048746) | > loss_disc_real_2: 0.1999090015888214 (0.2032784093794389) | > loss_disc_real_3: 0.1740158051252365 (0.2053908814333439) | > loss_disc_real_4: 0.24588505923748016 (0.20890036199538348) | > loss_disc_real_5: 0.20318463444709778 (0.20236398735123398) | > loss_0: 2.2229738235473633 (2.2377006893477) | > grad_norm_0: tensor(43.9237, device='cuda:0') (tensor(59.9214, device='cuda:0')) | > loss_gen: 2.784207820892334 (2.7890429329019653) | > loss_kl: 2.276582956314087 (2.156537985169214) | > loss_feat: 9.387165069580078 (8.489353074884473) | > loss_mel: 16.325241088867188 (15.132680450756245) | > loss_duration: 1.574540615081787 (1.6063511744227508) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.34773635864258 (30.17396563229676) | > grad_norm_1: tensor(1504.8102, device='cuda:0') (tensor(991.7344, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.8937 (0.8966830090255473) | > loader_time: 0.0138 (0.011480100702111983)  --> TIME: 2025-02-20 17:57:33 -- STEP: 917/924 -- GLOBAL_STEP: 143800 | > loss_disc: 2.2198781967163086 (2.2376507910673373) | > loss_disc_real_0: 0.1357627660036087 (0.12899183995834876) | > loss_disc_real_1: 0.19956862926483154 (0.18989840286378643) | > loss_disc_real_2: 0.2192821502685547 (0.20333877483722043) | > loss_disc_real_3: 0.20972144603729248 (0.2053018654315786) | > loss_disc_real_4: 0.20327267050743103 (0.2087796044128671) | > loss_disc_real_5: 0.22486452758312225 (0.20224066389036036) | > loss_0: 2.2198781967163086 (2.2376507910673373) | > grad_norm_0: tensor(32.9666, device='cuda:0') (tensor(60.3166, device='cuda:0')) | > loss_gen: 2.810579776763916 (2.789710471518297) | > loss_kl: 1.9711580276489258 (2.156344734465412) | > loss_feat: 8.005343437194824 (8.493205732451665) | > loss_mel: 14.130289077758789 (15.13829236150178) | > loss_duration: 1.597460389137268 (1.6060656570426246) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.514829635620117 (30.18361897400967) | > grad_norm_1: tensor(746.0809, device='cuda:0') (tensor(994.3099, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.8829 (0.8960300404476885) | > loader_time: 0.0107 (0.011454094457262356)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.229672908782959 (2.229672908782959) | > loss_disc_real_0: 0.1269991248846054 (0.1269991248846054) | > loss_disc_real_1: 0.2101961076259613 (0.2101961076259613) | > loss_disc_real_2: 0.17542926967144012 (0.17542926967144012) | > loss_disc_real_3: 0.26181864738464355 (0.26181864738464355) | > loss_disc_real_4: 0.18544398248195648 (0.18544398248195648) | > loss_disc_real_5: 0.22327527403831482 (0.22327527403831482) | > loss_0: 2.229672908782959 (2.229672908782959) | > loss_gen: 2.5985851287841797 (2.5985851287841797) | > loss_kl: 1.9221986532211304 (1.9221986532211304) | > loss_feat: 7.865215301513672 (7.865215301513672) | > loss_mel: 14.23079776763916 (14.23079776763916) | > loss_duration: 1.6822235584259033 (1.6822235584259033) | > loss_1: 28.299020767211914 (28.299020767211914)  --> STEP: 1 | > loss_disc: 2.35902738571167 (2.35902738571167) | > loss_disc_real_0: 0.13903838396072388 (0.13903838396072388) | > loss_disc_real_1: 0.24076417088508606 (0.24076417088508606) | > loss_disc_real_2: 0.20684698224067688 (0.20684698224067688) | > loss_disc_real_3: 0.2566974461078644 (0.2566974461078644) | > loss_disc_real_4: 0.19035448133945465 (0.19035448133945465) | > loss_disc_real_5: 0.23946142196655273 (0.23946142196655273) | > loss_0: 2.35902738571167 (2.35902738571167) | > loss_gen: 2.5238354206085205 (2.5238354206085205) | > loss_kl: 1.94778573513031 (1.94778573513031) | > loss_feat: 7.741532325744629 (7.741532325744629) | > loss_mel: 13.845110893249512 (13.845110893249512) | > loss_duration: 1.6774513721466064 (1.6774513721466064) | > loss_1: 27.735715866088867 (27.735715866088867)  --> STEP: 2 | > loss_disc: 2.2653121948242188 (2.3121697902679443) | > loss_disc_real_0: 0.11084545403718948 (0.12494191899895668) | > loss_disc_real_1: 0.23303501307964325 (0.23689959198236465) | > loss_disc_real_2: 0.19900724291801453 (0.2029271125793457) | > loss_disc_real_3: 0.2691957950592041 (0.26294662058353424) | > loss_disc_real_4: 0.19322311878204346 (0.19178880006074905) | > loss_disc_real_5: 0.18137226998806 (0.21041684597730637) | > loss_0: 2.2653121948242188 (2.3121697902679443) | > loss_gen: 2.5757007598876953 (2.549768090248108) | > loss_kl: 2.063446521759033 (2.0056161284446716) | > loss_feat: 8.50570011138916 (8.123616218566895) | > loss_mel: 15.879363059997559 (14.862236976623535) | > loss_duration: 1.5798847675323486 (1.6286680698394775) | > loss_1: 30.604095458984375 (29.16990566253662)  --> STEP: 3 | > loss_disc: 2.2843985557556152 (2.302912712097168) | > loss_disc_real_0: 0.11870505660772324 (0.12286296486854553) | > loss_disc_real_1: 0.22335612773895264 (0.23238510390122732) | > loss_disc_real_2: 0.2007569670677185 (0.20220373074213663) | > loss_disc_real_3: 0.23984754085540771 (0.2552469273408254) | > loss_disc_real_4: 0.22762426733970642 (0.20373395582040152) | > loss_disc_real_5: 0.23917733132839203 (0.22000367442766824) | > loss_0: 2.2843985557556152 (2.302912712097168) | > loss_gen: 2.633263111114502 (2.5775997638702393) | > loss_kl: 2.092506170272827 (2.0345794757207236) | > loss_feat: 7.51502799987793 (7.920753479003906) | > loss_mel: 15.11820125579834 (14.947558403015137) | > loss_duration: 1.6712443828582764 (1.6428601741790771) | > loss_1: 29.030241012573242 (29.123350779215496)  --> STEP: 4 | > loss_disc: 2.4039816856384277 (2.328179955482483) | > loss_disc_real_0: 0.14508524537086487 (0.12841853499412537) | > loss_disc_real_1: 0.2311972677707672 (0.2320881448686123) | > loss_disc_real_2: 0.2164241373538971 (0.20575883239507675) | > loss_disc_real_3: 0.2404453307390213 (0.2515465281903744) | > loss_disc_real_4: 0.21802139282226562 (0.20730581507086754) | > loss_disc_real_5: 0.2425445318222046 (0.22563888877630234) | > loss_0: 2.4039816856384277 (2.328179955482483) | > loss_gen: 2.4648401737213135 (2.549409866333008) | > loss_kl: 1.9591234922409058 (2.015715479850769) | > loss_feat: 6.7100934982299805 (7.618088483810425) | > loss_mel: 12.592860221862793 (14.35888385772705) | > loss_duration: 1.7853083610534668 (1.6784722208976746) | > loss_1: 25.512226104736328 (28.220569610595703)  --> STEP: 5 | > loss_disc: 2.193277597427368 (2.30119948387146) | > loss_disc_real_0: 0.08655931800603867 (0.12004669159650802) | > loss_disc_real_1: 0.24413098394870758 (0.23449671268463135) | > loss_disc_real_2: 0.20422670245170593 (0.20545240640640258) | > loss_disc_real_3: 0.17971158027648926 (0.23717953860759736) | > loss_disc_real_4: 0.21661683917045593 (0.2091680198907852) | > loss_disc_real_5: 0.1303788125514984 (0.20658687353134156) | > loss_0: 2.193277597427368 (2.30119948387146) | > loss_gen: 2.627516031265259 (2.565031099319458) | > loss_kl: 1.9161368608474731 (1.99579975605011) | > loss_feat: 9.029680252075195 (7.900406837463379) | > loss_mel: 15.757072448730469 (14.638521575927735) | > loss_duration: 1.5356571674346924 (1.649909210205078) | > loss_1: 30.86606216430664 (28.74966812133789) --> EVAL PERFORMANCE | > avg_loader_time: 0.15474400520324708 (-0.0014954090118408092) | > avg_loss_disc: 2.30119948387146 (-0.06576886177063024) | > avg_loss_disc_real_0: 0.12004669159650802 (-0.004906584322452556) | > avg_loss_disc_real_1: 0.23449671268463135 (+0.015343391895294184) | > avg_loss_disc_real_2: 0.20545240640640258 (-0.029514569044113176) | > avg_loss_disc_real_3: 0.23717953860759736 (+0.008027622103691096) | > avg_loss_disc_real_4: 0.2091680198907852 (-0.005094227194786083) | > avg_loss_disc_real_5: 0.20658687353134156 (-0.013527122139930708) | > avg_loss_0: 2.30119948387146 (-0.06576886177063024) | > avg_loss_gen: 2.565031099319458 (+0.057707166671752574) | > avg_loss_kl: 1.99579975605011 (-0.043814873695373624) | > avg_loss_feat: 7.900406837463379 (+0.8233021736145023) | > avg_loss_mel: 14.638521575927735 (+1.037642478942871) | > avg_loss_duration: 1.649909210205078 (+0.007651829719543368) | > avg_loss_1: 28.74966812133789 (+1.882487487792968)  > EPOCH: 106/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 17:57:48)   --> TIME: 2025-02-20 17:58:30 -- STEP: 43/924 -- GLOBAL_STEP: 143850 | > loss_disc: 2.232212781906128 (2.230864120084186) | > loss_disc_real_0: 0.20602692663669586 (0.12546107276927593) | > loss_disc_real_1: 0.22818762063980103 (0.18895893145439235) | > loss_disc_real_2: 0.1907266080379486 (0.20266158358995304) | > loss_disc_real_3: 0.21040716767311096 (0.20669211343277333) | > loss_disc_real_4: 0.2040623277425766 (0.21005571858827457) | > loss_disc_real_5: 0.2138965129852295 (0.2007918558841528) | > loss_0: 2.232212781906128 (2.230864120084186) | > grad_norm_0: tensor(91.2931, device='cuda:0') (tensor(65.7304, device='cuda:0')) | > loss_gen: 3.1391475200653076 (2.818694536076036) | > loss_kl: 2.0695760250091553 (2.158910587776539) | > loss_feat: 8.510710716247559 (8.572135548258938) | > loss_mel: 14.929922103881836 (15.199623107910156) | > loss_duration: 1.6031970977783203 (1.6074053631272427) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.252552032470703 (30.356768985127292) | > grad_norm_1: tensor(947.9011, device='cuda:0') (tensor(1061.1184, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.9394 (0.8953555406526078) | > loader_time: 0.0115 (0.011352394902428918)  --> TIME: 2025-02-20 17:59:15 -- STEP: 93/924 -- GLOBAL_STEP: 143900 | > loss_disc: 2.180143356323242 (2.237438307013564) | > loss_disc_real_0: 0.10085290670394897 (0.127325464721008) | > loss_disc_real_1: 0.17294101417064667 (0.18829843594181922) | > loss_disc_real_2: 0.1857912540435791 (0.20145652258908878) | > loss_disc_real_3: 0.19250446557998657 (0.2068433891380987) | > loss_disc_real_4: 0.20448198914527893 (0.21043471367128433) | > loss_disc_real_5: 0.18670229613780975 (0.2029338203450685) | > loss_0: 2.180143356323242 (2.237438307013564) | > grad_norm_0: tensor(57.0716, device='cuda:0') (tensor(60.9221, device='cuda:0')) | > loss_gen: 2.7362918853759766 (2.794954040999054) | > loss_kl: 2.009413957595825 (2.164917054996696) | > loss_feat: 8.677173614501953 (8.540853341420492) | > loss_mel: 15.132104873657227 (15.227740010907572) | > loss_duration: 1.6164990663528442 (1.606690715718013) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.17148208618164 (30.33515513840542) | > grad_norm_1: tensor(1378.8839, device='cuda:0') (tensor(990.5679, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.9145 (0.894089888500911) | > loader_time: 0.0117 (0.011425641275221301)  --> TIME: 2025-02-20 18:00:00 -- STEP: 143/924 -- GLOBAL_STEP: 143950 | > loss_disc: 2.253826856613159 (2.2365034510205684) | > loss_disc_real_0: 0.08537879586219788 (0.12825827514166607) | > loss_disc_real_1: 0.20595580339431763 (0.18889273442588483) | > loss_disc_real_2: 0.21611131727695465 (0.20095192083528826) | > loss_disc_real_3: 0.19881142675876617 (0.2057419380733183) | > loss_disc_real_4: 0.20210906863212585 (0.20877710943455466) | > loss_disc_real_5: 0.20225897431373596 (0.20373729371524363) | > loss_0: 2.253826856613159 (2.2365034510205684) | > grad_norm_0: tensor(51.6269, device='cuda:0') (tensor(58.6582, device='cuda:0')) | > loss_gen: 2.6903092861175537 (2.7921505324490425) | > loss_kl: 2.361316204071045 (2.1590769099188853) | > loss_feat: 8.859395027160645 (8.556623288801497) | > loss_mel: 16.008573532104492 (15.259612350197106) | > loss_duration: 1.6392168998718262 (1.6059753886469594) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.55881118774414 (30.37343841499382) | > grad_norm_1: tensor(528.9189, device='cuda:0') (tensor(978.3032, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.9254 (0.8904129741908787) | > loader_time: 0.0113 (0.011462851837798433)  --> TIME: 2025-02-20 18:00:46 -- STEP: 193/924 -- GLOBAL_STEP: 144000 | > loss_disc: 2.138122797012329 (2.23662238046913) | > loss_disc_real_0: 0.09256601333618164 (0.12826608949451873) | > loss_disc_real_1: 0.19173763692378998 (0.1889156896833311) | > loss_disc_real_2: 0.15060415863990784 (0.2008818918404801) | > loss_disc_real_3: 0.19693830609321594 (0.20630133792835195) | > loss_disc_real_4: 0.16042332351207733 (0.20815557056140405) | > loss_disc_real_5: 0.18452680110931396 (0.20405265333738973) | > loss_0: 2.138122797012329 (2.23662238046913) | > grad_norm_0: tensor(38.2009, device='cuda:0') (tensor(60.4177, device='cuda:0')) | > loss_gen: 3.0136640071868896 (2.7950871361352014) | > loss_kl: 2.0584425926208496 (2.1506284530916364) | > loss_feat: 9.82886791229248 (8.543454943543267) | > loss_mel: 16.935436248779297 (15.256321941632681) | > loss_duration: 1.6169326305389404 (1.6022951658525608) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.45334243774414 (30.34778766928559) | > grad_norm_1: tensor(547.3361, device='cuda:0') (tensor(987.6478, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.9251 (0.8939276260415507) | > loader_time: 0.0141 (0.01145456986106121) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_144000.pth  --> TIME: 2025-02-20 18:01:34 -- STEP: 243/924 -- GLOBAL_STEP: 144050 | > loss_disc: 2.191192865371704 (2.2430446648303377) | > loss_disc_real_0: 0.1887425035238266 (0.1291975561881998) | > loss_disc_real_1: 0.19939999282360077 (0.1892145395033644) | > loss_disc_real_2: 0.20773069560527802 (0.20175368421607545) | > loss_disc_real_3: 0.1924888640642166 (0.20659920186908157) | > loss_disc_real_4: 0.2325669378042221 (0.20909732610845763) | > loss_disc_real_5: 0.19763778150081635 (0.2047924872165845) | > loss_0: 2.191192865371704 (2.2430446648303377) | > grad_norm_0: tensor(98.1252, device='cuda:0') (tensor(61.8422, device='cuda:0')) | > loss_gen: 2.9385156631469727 (2.7916340975113867) | > loss_kl: 2.083200693130493 (2.145170744063922) | > loss_feat: 8.612567901611328 (8.511154353373328) | > loss_mel: 15.488689422607422 (15.225926509119356) | > loss_duration: 1.5832099914550781 (1.6035724976425794) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.70618438720703 (30.27745819876714) | > grad_norm_1: tensor(1095.0137, device='cuda:0') (tensor(973.6440, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.9202 (0.894928808565493) | > loader_time: 0.0143 (0.011447132369618354)  --> TIME: 2025-02-20 18:02:20 -- STEP: 293/924 -- GLOBAL_STEP: 144100 | > loss_disc: 2.42946195602417 (2.2390538189598317) | > loss_disc_real_0: 0.18121440708637238 (0.1290152026245009) | > loss_disc_real_1: 0.17944180965423584 (0.18924211464034002) | > loss_disc_real_2: 0.21727462112903595 (0.20193193761358483) | > loss_disc_real_3: 0.23410962522029877 (0.20596562310697272) | > loss_disc_real_4: 0.235298752784729 (0.20865396138140774) | > loss_disc_real_5: 0.2633391320705414 (0.20429713362923257) | > loss_0: 2.42946195602417 (2.2390538189598317) | > grad_norm_0: tensor(87.7689, device='cuda:0') (tensor(62.5898, device='cuda:0')) | > loss_gen: 2.6325736045837402 (2.79218332677978) | > loss_kl: 2.249582290649414 (2.137577082516797) | > loss_feat: 7.803858757019043 (8.50378192406872) | > loss_mel: 15.092398643493652 (15.170611166709927) | > loss_duration: 1.6116302013397217 (1.6039392008309472) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.390043258666992 (30.2080926862593) | > grad_norm_1: tensor(1006.3192, device='cuda:0') (tensor(978.0580, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.9094 (0.8950217014286701) | > loader_time: 0.0146 (0.011515174709489316)  --> TIME: 2025-02-20 18:03:06 -- STEP: 343/924 -- GLOBAL_STEP: 144150 | > loss_disc: 2.337779998779297 (2.2324255944688534) | > loss_disc_real_0: 0.12710388004779816 (0.12719916044014895) | > loss_disc_real_1: 0.16575303673744202 (0.18880924156733905) | > loss_disc_real_2: 0.2118803858757019 (0.20141706478839014) | > loss_disc_real_3: 0.1797412931919098 (0.20540402021595758) | > loss_disc_real_4: 0.20246078073978424 (0.2085876989208227) | > loss_disc_real_5: 0.20799091458320618 (0.20373991574907446) | > loss_0: 2.337779998779297 (2.2324255944688534) | > grad_norm_0: tensor(83.1213, device='cuda:0') (tensor(62.0264, device='cuda:0')) | > loss_gen: 2.5745465755462646 (2.793495101066791) | > loss_kl: 2.1897690296173096 (2.1336704120691583) | > loss_feat: 8.088212013244629 (8.52018367027749) | > loss_mel: 15.48031997680664 (15.186741789992976) | > loss_duration: 1.6095807552337646 (1.6041799272809703) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.942428588867188 (30.238270906943274) | > grad_norm_1: tensor(1073.0237, device='cuda:0') (tensor(989.4896, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.8788 (0.8960608629721591) | > loader_time: 0.0132 (0.011551575479980111)  --> TIME: 2025-02-20 18:03:51 -- STEP: 393/924 -- GLOBAL_STEP: 144200 | > loss_disc: 2.296290874481201 (2.2334879466898876) | > loss_disc_real_0: 0.12138479948043823 (0.12752392803705084) | > loss_disc_real_1: 0.16718362271785736 (0.18876674843350122) | > loss_disc_real_2: 0.19696711003780365 (0.20154929183821638) | > loss_disc_real_3: 0.19779272377490997 (0.2057302011409182) | > loss_disc_real_4: 0.19689621031284332 (0.20852810572880218) | > loss_disc_real_5: 0.20860154926776886 (0.20372511230352275) | > loss_0: 2.296290874481201 (2.2334879466898876) | > grad_norm_0: tensor(47.7165, device='cuda:0') (tensor(62.2373, device='cuda:0')) | > loss_gen: 2.5759036540985107 (2.7940037268718703) | > loss_kl: 2.1223654747009277 (2.1347879323037207) | > loss_feat: 7.87783670425415 (8.51294360998022) | > loss_mel: 14.571179389953613 (15.170096829343995) | > loss_duration: 1.6028094291687012 (1.6040574075611487) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.750093460083008 (30.21588950606096) | > grad_norm_1: tensor(1247.4352, device='cuda:0') (tensor(992.7664, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.8797 (0.8963061628754203) | > loader_time: 0.0106 (0.01158462529267367)  --> TIME: 2025-02-20 18:04:38 -- STEP: 443/924 -- GLOBAL_STEP: 144250 | > loss_disc: 2.278705358505249 (2.234472405829764) | > loss_disc_real_0: 0.14369560778141022 (0.12709852514902042) | > loss_disc_real_1: 0.18746612966060638 (0.18892363090547415) | > loss_disc_real_2: 0.1966024786233902 (0.2017804683263899) | > loss_disc_real_3: 0.20849217474460602 (0.20578397043537072) | > loss_disc_real_4: 0.21631380915641785 (0.20881200876112177) | > loss_disc_real_5: 0.21378639340400696 (0.2040799437069732) | > loss_0: 2.278705358505249 (2.234472405829764) | > grad_norm_0: tensor(67.6984, device='cuda:0') (tensor(61.2895, device='cuda:0')) | > loss_gen: 2.7142462730407715 (2.78954812904513) | > loss_kl: 1.9533683061599731 (2.133682571469256) | > loss_feat: 7.616170406341553 (8.490133426528473) | > loss_mel: 13.421103477478027 (15.135982793287015) | > loss_duration: 1.6285183429718018 (1.6039329963666855) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.33340835571289 (30.153279909430992) | > grad_norm_1: tensor(1034.8282, device='cuda:0') (tensor(1000.4423, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.9294 (0.897288401024605) | > loader_time: 0.0121 (0.011592594818390789)  --> TIME: 2025-02-20 18:05:24 -- STEP: 493/924 -- GLOBAL_STEP: 144300 | > loss_disc: 2.1259541511535645 (2.231360511654048) | > loss_disc_real_0: 0.047758299857378006 (0.12636535885246974) | > loss_disc_real_1: 0.17424623668193817 (0.1884149232573247) | > loss_disc_real_2: 0.2046089470386505 (0.20195437958709606) | > loss_disc_real_3: 0.21443244814872742 (0.2056399634595333) | > loss_disc_real_4: 0.23190392553806305 (0.20852526484348227) | > loss_disc_real_5: 0.1620168685913086 (0.20382508348378886) | > loss_0: 2.1259541511535645 (2.231360511654048) | > grad_norm_0: tensor(27.8792, device='cuda:0') (tensor(60.6883, device='cuda:0')) | > loss_gen: 2.9546756744384766 (2.7912790161117345) | > loss_kl: 2.0203497409820557 (2.132766277021131) | > loss_feat: 9.158987998962402 (8.503074461257963) | > loss_mel: 15.732481956481934 (15.155866789285842) | > loss_duration: 1.6130130290985107 (1.6038851312401323) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.479507446289062 (30.186871665970067) | > grad_norm_1: tensor(1045.6743, device='cuda:0') (tensor(1005.7779, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.9035 (0.8981307665184591) | > loader_time: 0.011 (0.011604373401850764)  --> TIME: 2025-02-20 18:06:09 -- STEP: 543/924 -- GLOBAL_STEP: 144350 | > loss_disc: 2.2184979915618896 (2.231467085209561) | > loss_disc_real_0: 0.10804322361946106 (0.12696213743771206) | > loss_disc_real_1: 0.23402386903762817 (0.1884406729572165) | > loss_disc_real_2: 0.1983000785112381 (0.20230122399044737) | > loss_disc_real_3: 0.20526425540447235 (0.20553810438947345) | > loss_disc_real_4: 0.20904219150543213 (0.20829868165717821) | > loss_disc_real_5: 0.19237303733825684 (0.203529818474039) | > loss_0: 2.2184979915618896 (2.231467085209561) | > grad_norm_0: tensor(54.0570, device='cuda:0') (tensor(60.1689, device='cuda:0')) | > loss_gen: 2.8252017498016357 (2.7909489310248787) | > loss_kl: 2.047807216644287 (2.1298188627534564) | > loss_feat: 7.9504265785217285 (8.51013200717736) | > loss_mel: 13.089007377624512 (15.176884890041737) | > loss_duration: 1.6026396751403809 (1.6042286126872667) | > amp_scaler: 128.0 (128.23572744014734) | > loss_1: 27.51508331298828 (30.212013283267645) | > grad_norm_1: tensor(1016.4200, device='cuda:0') (tensor(1001.6453, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.8721 (0.897624496157876) | > loader_time: 0.0104 (0.011615426939934437)  --> TIME: 2025-02-20 18:06:55 -- STEP: 593/924 -- GLOBAL_STEP: 144400 | > loss_disc: 2.2311463356018066 (2.2336654842000376) | > loss_disc_real_0: 0.1495119333267212 (0.12716885751606455) | > loss_disc_real_1: 0.2013344168663025 (0.18904914291069827) | > loss_disc_real_2: 0.18085873126983643 (0.2025329079133462) | > loss_disc_real_3: 0.18942157924175262 (0.20564350448109062) | > loss_disc_real_4: 0.1926623284816742 (0.20854456996636292) | > loss_disc_real_5: 0.21175704896450043 (0.20358558220264286) | > loss_0: 2.2311463356018066 (2.2336654842000376) | > grad_norm_0: tensor(147.0451, device='cuda:0') (tensor(60.6676, device='cuda:0')) | > loss_gen: 2.626642942428589 (2.7898993090071533) | > loss_kl: 2.0744171142578125 (2.128068155623204) | > loss_feat: 7.909280300140381 (8.497606418185047) | > loss_mel: 15.23906135559082 (15.168892741404335) | > loss_duration: 1.5889551639556885 (1.6040639256144442) | > amp_scaler: 128.0 (128.2158516020236) | > loss_1: 29.438356399536133 (30.188530518272877) | > grad_norm_1: tensor(1389.1853, device='cuda:0') (tensor(1003.5664, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.9081 (0.8974884657996499) | > loader_time: 0.011 (0.011631511315125433)  --> TIME: 2025-02-20 18:07:40 -- STEP: 643/924 -- GLOBAL_STEP: 144450 | > loss_disc: 2.234125852584839 (2.233628557592305) | > loss_disc_real_0: 0.0983625203371048 (0.12698196920437363) | > loss_disc_real_1: 0.16473355889320374 (0.18897118749644465) | > loss_disc_real_2: 0.21393972635269165 (0.20242602638842336) | > loss_disc_real_3: 0.20084403455257416 (0.2057911024123292) | > loss_disc_real_4: 0.2076168954372406 (0.20840715694575807) | > loss_disc_real_5: 0.21125434339046478 (0.2035199636665882) | > loss_0: 2.234125852584839 (2.233628557592305) | > grad_norm_0: tensor(31.9069, device='cuda:0') (tensor(60.8916, device='cuda:0')) | > loss_gen: 2.638037919998169 (2.7906512795117573) | > loss_kl: 2.1866188049316406 (2.1306847165198195) | > loss_feat: 8.359190940856934 (8.498060923527417) | > loss_mel: 14.796104431152344 (15.16734717237078) | > loss_duration: 1.5405818223953247 (1.6036544745298411) | > amp_scaler: 128.0 (128.199066874028) | > loss_1: 29.520536422729492 (30.19039852622879) | > grad_norm_1: tensor(1141.3906, device='cuda:0') (tensor(1001.0673, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.921 (0.8976817101379203) | > loader_time: 0.0115 (0.011618153674420817)  --> TIME: 2025-02-20 18:08:26 -- STEP: 693/924 -- GLOBAL_STEP: 144500 | > loss_disc: 2.1518778800964355 (2.2337763939068944) | > loss_disc_real_0: 0.15756215155124664 (0.12679091188922254) | > loss_disc_real_1: 0.20672377943992615 (0.18906193545886432) | > loss_disc_real_2: 0.19731153547763824 (0.2024893408471887) | > loss_disc_real_3: 0.18489380180835724 (0.20581625432077089) | > loss_disc_real_4: 0.20834267139434814 (0.20831016473697894) | > loss_disc_real_5: 0.16798198223114014 (0.20363356267649038) | > loss_0: 2.1518778800964355 (2.2337763939068944) | > grad_norm_0: tensor(93.5290, device='cuda:0') (tensor(61.1493, device='cuda:0')) | > loss_gen: 2.884099245071411 (2.7916574749939733) | > loss_kl: 2.1393415927886963 (2.1304803515581505) | > loss_feat: 8.507116317749023 (8.495346067271711) | > loss_mel: 15.363129615783691 (15.169026524817617) | > loss_duration: 1.6739423274993896 (1.603808838739711) | > amp_scaler: 128.0 (128.18470418470423) | > loss_1: 30.567628860473633 (30.190319220913093) | > grad_norm_1: tensor(1235.5753, device='cuda:0') (tensor(1003.3640, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.9282 (0.8977688655880793) | > loader_time: 0.0122 (0.011643479912828053)  --> TIME: 2025-02-20 18:09:12 -- STEP: 743/924 -- GLOBAL_STEP: 144550 | > loss_disc: 2.1541976928710938 (2.235073250363684) | > loss_disc_real_0: 0.08153864741325378 (0.1269965773275371) | > loss_disc_real_1: 0.1794542670249939 (0.1891661497737965) | > loss_disc_real_2: 0.17296338081359863 (0.20294006148786908) | > loss_disc_real_3: 0.17090587317943573 (0.20580763743831854) | > loss_disc_real_4: 0.21642759442329407 (0.20847224591558106) | > loss_disc_real_5: 0.17756077647209167 (0.2036086070385147) | > loss_0: 2.1541976928710938 (2.235073250363684) | > grad_norm_0: tensor(27.0818, device='cuda:0') (tensor(61.6132, device='cuda:0')) | > loss_gen: 2.6570096015930176 (2.7909195567525105) | > loss_kl: 2.173492431640625 (2.133127389493252) | > loss_feat: 9.295495986938477 (8.49986744055357) | > loss_mel: 15.38170337677002 (15.186704291629919) | > loss_duration: 1.6055978536605835 (1.603798657695826) | > amp_scaler: 128.0 (128.17227456258414) | > loss_1: 31.113300323486328 (30.21441730483865) | > grad_norm_1: tensor(810.2800, device='cuda:0') (tensor(1001.3260, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.9146 (0.8982947504857346) | > loader_time: 0.0117 (0.011647185919904126)  --> TIME: 2025-02-20 18:09:58 -- STEP: 793/924 -- GLOBAL_STEP: 144600 | > loss_disc: 2.163747787475586 (2.235268534808262) | > loss_disc_real_0: 0.08186925947666168 (0.1272417854184161) | > loss_disc_real_1: 0.18936891853809357 (0.18935899004283785) | > loss_disc_real_2: 0.2145271748304367 (0.20290213067925436) | > loss_disc_real_3: 0.1910245716571808 (0.20572401498635817) | > loss_disc_real_4: 0.17987319827079773 (0.2083079172450988) | > loss_disc_real_5: 0.20634078979492188 (0.2034747962467608) | > loss_0: 2.163747787475586 (2.235268534808262) | > grad_norm_0: tensor(35.0377, device='cuda:0') (tensor(61.6098, device='cuda:0')) | > loss_gen: 2.7899246215820312 (2.7909992622096493) | > loss_kl: 2.143965721130371 (2.1357920465974463) | > loss_feat: 8.448343276977539 (8.499445429966705) | > loss_mel: 13.744301795959473 (15.182120400148563) | > loss_duration: 1.571639895439148 (1.6043480684297227) | > amp_scaler: 128.0 (128.1614123581336) | > loss_1: 28.69817543029785 (30.212705162404315) | > grad_norm_1: tensor(895.2590, device='cuda:0') (tensor(1000.3344, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.8324 (0.8985155031629948) | > loader_time: 0.0094 (0.01162083723205335)  --> TIME: 2025-02-20 18:10:43 -- STEP: 843/924 -- GLOBAL_STEP: 144650 | > loss_disc: 2.1424989700317383 (2.236281533541066) | > loss_disc_real_0: 0.09119249135255814 (0.127630736024814) | > loss_disc_real_1: 0.19010497629642487 (0.18946416681347356) | > loss_disc_real_2: 0.20784343779087067 (0.2028974662684036) | > loss_disc_real_3: 0.21041525900363922 (0.20581237634164448) | > loss_disc_real_4: 0.23527966439723969 (0.2084487257867804) | > loss_disc_real_5: 0.22675888240337372 (0.20350928476449298) | > loss_0: 2.1424989700317383 (2.236281533541066) | > grad_norm_0: tensor(25.7873, device='cuda:0') (tensor(60.9949, device='cuda:0')) | > loss_gen: 2.888319492340088 (2.7907753089710217) | > loss_kl: 2.0368125438690186 (2.135729003772759) | > loss_feat: 8.986326217651367 (8.500823477974716) | > loss_mel: 15.221528053283691 (15.183323640698923) | > loss_duration: 1.5941617488861084 (1.6043550651410008) | > amp_scaler: 128.0 (128.15183867141153) | > loss_1: 30.727148056030273 (30.215006460640073) | > grad_norm_1: tensor(1243.6982, device='cuda:0') (tensor(996.6973, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.9261 (0.8977116011215698) | > loader_time: 0.0148 (0.011594359419382617)  --> TIME: 2025-02-20 18:11:29 -- STEP: 893/924 -- GLOBAL_STEP: 144700 | > loss_disc: 2.1479992866516113 (2.23586856290982) | > loss_disc_real_0: 0.11127474159002304 (0.1275160460663004) | > loss_disc_real_1: 0.17165035009384155 (0.18936202575818675) | > loss_disc_real_2: 0.2204933911561966 (0.20298402795666137) | > loss_disc_real_3: 0.2173161655664444 (0.20579348387736895) | > loss_disc_real_4: 0.19436532258987427 (0.20840440239978397) | > loss_disc_real_5: 0.16355003416538239 (0.20331139876721027) | > loss_0: 2.1479992866516113 (2.23586856290982) | > grad_norm_0: tensor(65.7435, device='cuda:0') (tensor(61.4048, device='cuda:0')) | > loss_gen: 2.8824820518493652 (2.791625153177397) | > loss_kl: 2.3621602058410645 (2.1358120573594874) | > loss_feat: 9.037267684936523 (8.49992165132974) | > loss_mel: 15.816394805908203 (15.179250839976687) | > loss_duration: 1.608095407485962 (1.6043823080393924) | > amp_scaler: 128.0 (128.1433370660693) | > loss_1: 31.70639991760254 (30.21099197797786) | > grad_norm_1: tensor(1003.2387, device='cuda:0') (tensor(1000.3972, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.8888 (0.8972399176034788) | > loader_time: 0.0116 (0.011591391760985231)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2962095737457275 (2.2962095737457275) | > loss_disc_real_0: 0.24348653852939606 (0.24348653852939606) | > loss_disc_real_1: 0.21463856101036072 (0.21463856101036072) | > loss_disc_real_2: 0.2242569923400879 (0.2242569923400879) | > loss_disc_real_3: 0.19665256142616272 (0.19665256142616272) | > loss_disc_real_4: 0.21953903138637543 (0.21953903138637543) | > loss_disc_real_5: 0.17800620198249817 (0.17800620198249817) | > loss_0: 2.2962095737457275 (2.2962095737457275) | > loss_gen: 2.72353458404541 (2.72353458404541) | > loss_kl: 2.194281816482544 (2.194281816482544) | > loss_feat: 7.685786247253418 (7.685786247253418) | > loss_mel: 14.318516731262207 (14.318516731262207) | > loss_duration: 1.68312406539917 (1.68312406539917) | > loss_1: 28.605243682861328 (28.605243682861328)  --> STEP: 1 | > loss_disc: 2.410172462463379 (2.410172462463379) | > loss_disc_real_0: 0.2741735279560089 (0.2741735279560089) | > loss_disc_real_1: 0.20133842527866364 (0.20133842527866364) | > loss_disc_real_2: 0.22950218617916107 (0.22950218617916107) | > loss_disc_real_3: 0.22123335301876068 (0.22123335301876068) | > loss_disc_real_4: 0.2267838567495346 (0.2267838567495346) | > loss_disc_real_5: 0.20294399559497833 (0.20294399559497833) | > loss_0: 2.410172462463379 (2.410172462463379) | > loss_gen: 2.6821396350860596 (2.6821396350860596) | > loss_kl: 2.2441155910491943 (2.2441155910491943) | > loss_feat: 7.562508583068848 (7.562508583068848) | > loss_mel: 13.17528247833252 (13.17528247833252) | > loss_duration: 1.6917455196380615 (1.6917455196380615) | > loss_1: 27.355792999267578 (27.355792999267578)  --> STEP: 2 | > loss_disc: 2.3882687091827393 (2.399220585823059) | > loss_disc_real_0: 0.26931577920913696 (0.27174465358257294) | > loss_disc_real_1: 0.20770922303199768 (0.20452382415533066) | > loss_disc_real_2: 0.22318953275680542 (0.22634585946798325) | > loss_disc_real_3: 0.21999643743038177 (0.22061489522457123) | > loss_disc_real_4: 0.2384946197271347 (0.23263923823833466) | > loss_disc_real_5: 0.16658106446266174 (0.18476253002882004) | > loss_0: 2.3882687091827393 (2.399220585823059) | > loss_gen: 2.6791539192199707 (2.680646777153015) | > loss_kl: 2.1361687183380127 (2.1901421546936035) | > loss_feat: 7.319525718688965 (7.441017150878906) | > loss_mel: 13.50329303741455 (13.339287757873535) | > loss_duration: 1.5821373462677002 (1.6369414329528809) | > loss_1: 27.220279693603516 (27.288036346435547)  --> STEP: 3 | > loss_disc: 2.338850498199463 (2.3790972232818604) | > loss_disc_real_0: 0.25171181559562683 (0.26506704092025757) | > loss_disc_real_1: 0.205825075507164 (0.20495757460594177) | > loss_disc_real_2: 0.23246967792510986 (0.22838713228702545) | > loss_disc_real_3: 0.20556576550006866 (0.21559851864973703) | > loss_disc_real_4: 0.24349896609783173 (0.23625914752483368) | > loss_disc_real_5: 0.19720977544784546 (0.18891161183516184) | > loss_0: 2.338850498199463 (2.3790972232818604) | > loss_gen: 2.7336935997009277 (2.698329051335653) | > loss_kl: 2.0854086875915527 (2.15523099899292) | > loss_feat: 7.155420780181885 (7.3458183606465655) | > loss_mel: 13.389564514160156 (13.356046676635742) | > loss_duration: 1.6601027250289917 (1.6446618636449177) | > loss_1: 27.02419090270996 (27.200087865193684)  --> STEP: 4 | > loss_disc: 2.51271390914917 (2.4125013947486877) | > loss_disc_real_0: 0.25714465975761414 (0.2630864456295967) | > loss_disc_real_1: 0.21325302124023438 (0.20703143626451492) | > loss_disc_real_2: 0.25797444581985474 (0.23578396067023277) | > loss_disc_real_3: 0.23084864020347595 (0.21941104903817177) | > loss_disc_real_4: 0.24985690414905548 (0.23965858668088913) | > loss_disc_real_5: 0.22502641379833221 (0.19794031232595444) | > loss_0: 2.51271390914917 (2.4125013947486877) | > loss_gen: 2.5150511264801025 (2.652509570121765) | > loss_kl: 2.0013234615325928 (2.116754114627838) | > loss_feat: 5.875399112701416 (6.978213548660278) | > loss_mel: 11.690208435058594 (12.939587116241455) | > loss_duration: 1.760092854499817 (1.6735196113586426) | > loss_1: 23.84207534790039 (26.36058473587036)  --> STEP: 5 | > loss_disc: 2.052020788192749 (2.3404052734375) | > loss_disc_real_0: 0.28136929869651794 (0.26674301624298097) | > loss_disc_real_1: 0.2194177210330963 (0.2095086932182312) | > loss_disc_real_2: 0.2294897586107254 (0.2345251202583313) | > loss_disc_real_3: 0.2531954050064087 (0.22616792023181914) | > loss_disc_real_4: 0.22715793550014496 (0.2371584564447403) | > loss_disc_real_5: 0.142381489276886 (0.18682854771614074) | > loss_0: 2.052020788192749 (2.3404052734375) | > loss_gen: 3.407036542892456 (2.8034149646759032) | > loss_kl: 1.5047070980072021 (1.994344711303711) | > loss_feat: 10.030603408813477 (7.588691520690918) | > loss_mel: 17.83748435974121 (13.919166564941406) | > loss_duration: 1.5464880466461182 (1.6481132984161377) | > loss_1: 34.32632064819336 (27.95373191833496) --> EVAL PERFORMANCE | > avg_loader_time: 0.15761399269104004 (+0.002869987487792963) | > avg_loss_disc: 2.3404052734375 (+0.03920578956604004) | > avg_loss_disc_real_0: 0.26674301624298097 (+0.14669632464647295) | > avg_loss_disc_real_1: 0.2095086932182312 (-0.02498801946640014) | > avg_loss_disc_real_2: 0.2345251202583313 (+0.029072713851928722) | > avg_loss_disc_real_3: 0.22616792023181914 (-0.011011618375778215) | > avg_loss_disc_real_4: 0.2371584564447403 (+0.027990436553955084) | > avg_loss_disc_real_5: 0.18682854771614074 (-0.019758325815200817) | > avg_loss_0: 2.3404052734375 (+0.03920578956604004) | > avg_loss_gen: 2.8034149646759032 (+0.2383838653564454) | > avg_loss_kl: 1.994344711303711 (-0.0014550447463990146) | > avg_loss_feat: 7.588691520690918 (-0.3117153167724611) | > avg_loss_mel: 13.919166564941406 (-0.7193550109863285) | > avg_loss_duration: 1.6481132984161377 (-0.0017959117889403409) | > avg_loss_1: 27.95373191833496 (-0.7959362030029311)  > EPOCH: 107/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 18:12:04)   --> TIME: 2025-02-20 18:12:24 -- STEP: 19/924 -- GLOBAL_STEP: 144750 | > loss_disc: 2.2859649658203125 (2.282962773975573) | > loss_disc_real_0: 0.1343199610710144 (0.12346842453667992) | > loss_disc_real_1: 0.18726515769958496 (0.1914961134132586) | > loss_disc_real_2: 0.1897275149822235 (0.20971645101120598) | > loss_disc_real_3: 0.2643013894557953 (0.21396123264965258) | > loss_disc_real_4: 0.23102238774299622 (0.21216072534259997) | > loss_disc_real_5: 0.18812759220600128 (0.2094300726526662) | > loss_0: 2.2859649658203125 (2.282962773975573) | > grad_norm_0: tensor(50.3143, device='cuda:0') (tensor(59.6212, device='cuda:0')) | > loss_gen: 2.7093331813812256 (2.700668171832436) | > loss_kl: 2.0554349422454834 (2.1674156188964844) | > loss_feat: 8.506985664367676 (8.385354870244077) | > loss_mel: 15.278573036193848 (15.105948046634072) | > loss_duration: 1.616034746170044 (1.5941530089629323) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.166362762451172 (29.953539998907793) | > grad_norm_1: tensor(612.9005, device='cuda:0') (tensor(868.7177, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.9343 (0.9012624339053505) | > loader_time: 0.015 (0.010815206326936421)  --> TIME: 2025-02-20 18:13:10 -- STEP: 69/924 -- GLOBAL_STEP: 144800 | > loss_disc: 2.3620541095733643 (2.2413607697555986) | > loss_disc_real_0: 0.2231808304786682 (0.12854336126559024) | > loss_disc_real_1: 0.20502524077892303 (0.19131535356459412) | > loss_disc_real_2: 0.19563624262809753 (0.20399518397407254) | > loss_disc_real_3: 0.1957937479019165 (0.2059698554052823) | > loss_disc_real_4: 0.2088487297296524 (0.209028004952099) | > loss_disc_real_5: 0.2553812861442566 (0.2022763808136401) | > loss_0: 2.3620541095733643 (2.2413607697555986) | > grad_norm_0: tensor(122.9962, device='cuda:0') (tensor(62.4862, device='cuda:0')) | > loss_gen: 2.7662808895111084 (2.7760950689730435) | > loss_kl: 2.0733959674835205 (2.1481871777686528) | > loss_feat: 7.336185455322266 (8.416186788807744) | > loss_mel: 14.71810531616211 (14.986474258312281) | > loss_duration: 1.6797466278076172 (1.605325054431307) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.573713302612305 (29.932268474413) | > grad_norm_1: tensor(1079.7456, device='cuda:0') (tensor(1001.7226, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.8888 (0.8966409261675848) | > loader_time: 0.0128 (0.011371695477029552)  --> TIME: 2025-02-20 18:13:55 -- STEP: 119/924 -- GLOBAL_STEP: 144850 | > loss_disc: 2.32486629486084 (2.240328036436514) | > loss_disc_real_0: 0.12411931902170181 (0.12871214212114068) | > loss_disc_real_1: 0.16593195497989655 (0.18953384296232914) | > loss_disc_real_2: 0.2153199464082718 (0.20291065706425354) | > loss_disc_real_3: 0.18637479841709137 (0.20590422396399394) | > loss_disc_real_4: 0.18724283576011658 (0.2087561935186386) | > loss_disc_real_5: 0.18864336609840393 (0.20312238440794103) | > loss_0: 2.32486629486084 (2.240328036436514) | > grad_norm_0: tensor(53.9061, device='cuda:0') (tensor(61.5398, device='cuda:0')) | > loss_gen: 2.631955862045288 (2.767355582293342) | > loss_kl: 2.0694797039031982 (2.1285853205608722) | > loss_feat: 7.992899417877197 (8.408279651353338) | > loss_mel: 14.115123748779297 (14.97172042301723) | > loss_duration: 1.5739283561706543 (1.605023336009819) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.383386611938477 (29.880964343287364) | > grad_norm_1: tensor(230.6488, device='cuda:0') (tensor(1052.7633, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.8456 (0.8981877475225625) | > loader_time: 0.0127 (0.011360703396196124)  --> TIME: 2025-02-20 18:14:41 -- STEP: 169/924 -- GLOBAL_STEP: 144900 | > loss_disc: 2.091961145401001 (2.237254096206123) | > loss_disc_real_0: 0.0671103447675705 (0.12961619091633508) | > loss_disc_real_1: 0.21343570947647095 (0.1899869147489763) | > loss_disc_real_2: 0.19384422898292542 (0.20194478826762657) | > loss_disc_real_3: 0.18004201352596283 (0.2062047923634038) | > loss_disc_real_4: 0.21756388247013092 (0.20879035650273042) | > loss_disc_real_5: 0.2106166034936905 (0.2021537649737307) | > loss_0: 2.091961145401001 (2.237254096206123) | > grad_norm_0: tensor(19.0815, device='cuda:0') (tensor(63.1427, device='cuda:0')) | > loss_gen: 2.8801703453063965 (2.7869731815609002) | > loss_kl: 2.138432025909424 (2.1417730157897332) | > loss_feat: 9.346649169921875 (8.432821925575212) | > loss_mel: 15.052184104919434 (15.018170198745276) | > loss_duration: 1.5684711933135986 (1.6047488366358382) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.98590850830078 (29.984487161128477) | > grad_norm_1: tensor(741.7565, device='cuda:0') (tensor(1015.5659, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.915 (0.8982907103363579) | > loader_time: 0.0108 (0.011357253825170756)  --> TIME: 2025-02-20 18:15:27 -- STEP: 219/924 -- GLOBAL_STEP: 144950 | > loss_disc: 2.1333436965942383 (2.234384993984276) | > loss_disc_real_0: 0.07431495934724808 (0.1266185211774694) | > loss_disc_real_1: 0.17036038637161255 (0.1904416289775884) | > loss_disc_real_2: 0.18625250458717346 (0.20199532330580497) | > loss_disc_real_3: 0.20327676832675934 (0.20610310164488613) | > loss_disc_real_4: 0.19628354907035828 (0.20893663521771014) | > loss_disc_real_5: 0.19428901374340057 (0.20216197367400335) | > loss_0: 2.1333436965942383 (2.234384993984276) | > grad_norm_0: tensor(34.8283, device='cuda:0') (tensor(61.0978, device='cuda:0')) | > loss_gen: 2.843348264694214 (2.7834440333658157) | > loss_kl: 2.2361831665039062 (2.1477808625730748) | > loss_feat: 8.517431259155273 (8.433386998633818) | > loss_mel: 14.148428916931152 (15.010342471675786) | > loss_duration: 1.6307640075683594 (1.6037168388497343) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.37615394592285 (29.978671121815022) | > grad_norm_1: tensor(1120.1738, device='cuda:0') (tensor(1030.5847, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.8493 (0.8982391564269044) | > loader_time: 0.0098 (0.011323076404937328)  --> TIME: 2025-02-20 18:16:13 -- STEP: 269/924 -- GLOBAL_STEP: 145000 | > loss_disc: 2.197627544403076 (2.2394922790031018) | > loss_disc_real_0: 0.11244809627532959 (0.1297587681437071) | > loss_disc_real_1: 0.20067939162254333 (0.19041576771044824) | > loss_disc_real_2: 0.1888020932674408 (0.20235630531958046) | > loss_disc_real_3: 0.21267662942409515 (0.20602163162816411) | > loss_disc_real_4: 0.1902967095375061 (0.20869908684026792) | > loss_disc_real_5: 0.20904509723186493 (0.2025163034634962) | > loss_0: 2.197627544403076 (2.2394922790031018) | > grad_norm_0: tensor(47.1683, device='cuda:0') (tensor(59.4346, device='cuda:0')) | > loss_gen: 2.669126510620117 (2.773823754051804) | > loss_kl: 2.1061818599700928 (2.1406388579691216) | > loss_feat: 8.27972412109375 (8.400639129837213) | > loss_mel: 15.195524215698242 (14.974965659215991) | > loss_duration: 1.6511399745941162 (1.6041067360059036) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.901697158813477 (29.894174051107527) | > grad_norm_1: tensor(1165.4886, device='cuda:0') (tensor(1010.4397, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.8938 (0.89883880898855) | > loader_time: 0.0105 (0.01137301292561244) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_145000.pth  --> TIME: 2025-02-20 18:17:01 -- STEP: 319/924 -- GLOBAL_STEP: 145050 | > loss_disc: 2.3422915935516357 (2.237919131790209) | > loss_disc_real_0: 0.1363822966814041 (0.12985870351892284) | > loss_disc_real_1: 0.2292313128709793 (0.1900030938809196) | > loss_disc_real_2: 0.21932128071784973 (0.20220827201503944) | > loss_disc_real_3: 0.2410115748643875 (0.20586575628448062) | > loss_disc_real_4: 0.2612985074520111 (0.20834440791681633) | > loss_disc_real_5: 0.20285476744174957 (0.20266638196374187) | > loss_0: 2.3422915935516357 (2.237919131790209) | > grad_norm_0: tensor(55.8383, device='cuda:0') (tensor(60.4278, device='cuda:0')) | > loss_gen: 2.8855462074279785 (2.7845336621084185) | > loss_kl: 2.249504327774048 (2.1425812244415288) | > loss_feat: 8.227961540222168 (8.44267875199035) | > loss_mel: 15.016294479370117 (15.018936480100626) | > loss_duration: 1.5878854990005493 (1.6033965001659334) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.96718978881836 (29.992126506697794) | > grad_norm_1: tensor(1264.0328, device='cuda:0') (tensor(995.5712, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.898 (0.899114085589083) | > loader_time: 0.0115 (0.011424716363506256)  --> TIME: 2025-02-20 18:17:47 -- STEP: 369/924 -- GLOBAL_STEP: 145100 | > loss_disc: 2.2402896881103516 (2.2414335183657923) | > loss_disc_real_0: 0.09448114037513733 (0.12956746091162616) | > loss_disc_real_1: 0.1705608367919922 (0.19044676362499005) | > loss_disc_real_2: 0.16887862980365753 (0.20265399198221967) | > loss_disc_real_3: 0.19121374189853668 (0.20639595591278906) | > loss_disc_real_4: 0.19620954990386963 (0.20859682386322065) | > loss_disc_real_5: 0.19174824655056 (0.2030658931105441) | > loss_0: 2.2402896881103516 (2.2414335183657923) | > grad_norm_0: tensor(51.0200, device='cuda:0') (tensor(60.1833, device='cuda:0')) | > loss_gen: 2.5023741722106934 (2.777523605481073) | > loss_kl: 2.193796157836914 (2.1478772796589505) | > loss_feat: 8.035406112670898 (8.42478200219835) | > loss_mel: 14.74613094329834 (15.018661294849261) | > loss_duration: 1.6512449979782104 (1.6042323306324036) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.12895393371582 (29.973076430116567) | > grad_norm_1: tensor(425.1982, device='cuda:0') (tensor(981.7913, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.8773 (0.9010636108677562) | > loader_time: 0.0105 (0.01141399161279363)  --> TIME: 2025-02-20 18:18:33 -- STEP: 419/924 -- GLOBAL_STEP: 145150 | > loss_disc: 2.21317982673645 (2.238413490372798) | > loss_disc_real_0: 0.1715577095746994 (0.12927699911459253) | > loss_disc_real_1: 0.1886046677827835 (0.19044423302488864) | > loss_disc_real_2: 0.2304423600435257 (0.20269390083582703) | > loss_disc_real_3: 0.16506366431713104 (0.2061720473207267) | > loss_disc_real_4: 0.22621163725852966 (0.20861792738653873) | > loss_disc_real_5: 0.23171018064022064 (0.20253502277030583) | > loss_0: 2.21317982673645 (2.238413490372798) | > grad_norm_0: tensor(103.0972, device='cuda:0') (tensor(59.4181, device='cuda:0')) | > loss_gen: 2.8784523010253906 (2.784532578862083) | > loss_kl: 2.129387855529785 (2.147137804076894) | > loss_feat: 8.894495010375977 (8.442443542662563) | > loss_mel: 14.887928009033203 (15.040398005938473) | > loss_duration: 1.6324307918548584 (1.604370824192475) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.42269515991211 (30.01888265131766) | > grad_norm_1: tensor(1105.7646, device='cuda:0') (tensor(982.6138, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.9273 (0.9010382705770416) | > loader_time: 0.0118 (0.011459070060019847)  --> TIME: 2025-02-20 18:19:19 -- STEP: 469/924 -- GLOBAL_STEP: 145200 | > loss_disc: 2.2130954265594482 (2.2386947796543035) | > loss_disc_real_0: 0.14028732478618622 (0.12916343648836562) | > loss_disc_real_1: 0.20302501320838928 (0.19040870526706244) | > loss_disc_real_2: 0.20454885065555573 (0.2029863655376536) | > loss_disc_real_3: 0.21052579581737518 (0.2060611167156112) | > loss_disc_real_4: 0.23610621690750122 (0.2087266035298548) | > loss_disc_real_5: 0.17314982414245605 (0.20241175318704743) | > loss_0: 2.2130954265594482 (2.2386947796543035) | > grad_norm_0: tensor(69.9941, device='cuda:0') (tensor(59.6279, device='cuda:0')) | > loss_gen: 2.8026163578033447 (2.7851481813865937) | > loss_kl: 2.1610405445098877 (2.1461551857909678) | > loss_feat: 8.622862815856934 (8.452959319930098) | > loss_mel: 15.719511985778809 (15.06021507767472) | > loss_duration: 1.6458851099014282 (1.6045842213925523) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.951915740966797 (30.0490618911125) | > grad_norm_1: tensor(890.4091, device='cuda:0') (tensor(981.1539, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.9546 (0.900958801891758) | > loader_time: 0.0114 (0.011436122821083963)  --> TIME: 2025-02-20 18:20:05 -- STEP: 519/924 -- GLOBAL_STEP: 145250 | > loss_disc: 2.199242353439331 (2.237144707714663) | > loss_disc_real_0: 0.2216596007347107 (0.12859869273899838) | > loss_disc_real_1: 0.21534152328968048 (0.19051861478758697) | > loss_disc_real_2: 0.2487388253211975 (0.2031022391222805) | > loss_disc_real_3: 0.2036595493555069 (0.20592804616299212) | > loss_disc_real_4: 0.23207488656044006 (0.20866661666675335) | > loss_disc_real_5: 0.18751338124275208 (0.20207666259739904) | > loss_0: 2.199242353439331 (2.237144707714663) | > grad_norm_0: tensor(72.4139, device='cuda:0') (tensor(59.9570, device='cuda:0')) | > loss_gen: 3.0764248371124268 (2.789683897371237) | > loss_kl: 2.2060577869415283 (2.1512355737833166) | > loss_feat: 8.597649574279785 (8.466121875711496) | > loss_mel: 15.03477668762207 (15.075246478321464) | > loss_duration: 1.6478331089019775 (1.6049309034108656) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.562742233276367 (30.087218639248828) | > grad_norm_1: tensor(838.5626, device='cuda:0') (tensor(983.0568, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.901 (0.9006952954624889) | > loader_time: 0.0111 (0.01144939121253688)  --> TIME: 2025-02-20 18:20:50 -- STEP: 569/924 -- GLOBAL_STEP: 145300 | > loss_disc: 2.266735315322876 (2.2392800960473735) | > loss_disc_real_0: 0.10891301184892654 (0.12869866361255597) | > loss_disc_real_1: 0.2188975214958191 (0.19075890262537568) | > loss_disc_real_2: 0.22495853900909424 (0.20318497091479376) | > loss_disc_real_3: 0.19708725810050964 (0.20619097979238463) | > loss_disc_real_4: 0.24279290437698364 (0.20870878281618455) | > loss_disc_real_5: 0.1867496371269226 (0.2024624782674971) | > loss_0: 2.266735315322876 (2.2392800960473735) | > grad_norm_0: tensor(45.2430, device='cuda:0') (tensor(59.6313, device='cuda:0')) | > loss_gen: 2.688544511795044 (2.784525605622411) | > loss_kl: 2.164630174636841 (2.14761171106295) | > loss_feat: 8.030427932739258 (8.45374390194832) | > loss_mel: 13.431891441345215 (15.062100807686056) | > loss_duration: 1.5881465673446655 (1.6051314597808624) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.903640747070312 (30.05311340104088) | > grad_norm_1: tensor(1078.2748, device='cuda:0') (tensor(976.6624, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.9196 (0.9004184240197046) | > loader_time: 0.011 (0.011437092598377089)  --> TIME: 2025-02-20 18:21:36 -- STEP: 619/924 -- GLOBAL_STEP: 145350 | > loss_disc: 2.0545473098754883 (2.236279532674443) | > loss_disc_real_0: 0.09894906729459763 (0.127961881500887) | > loss_disc_real_1: 0.19679640233516693 (0.19049560626508363) | > loss_disc_real_2: 0.1761169284582138 (0.20283090399039586) | > loss_disc_real_3: 0.19340455532073975 (0.2060146355980433) | > loss_disc_real_4: 0.19057995080947876 (0.20858222650595729) | > loss_disc_real_5: 0.2119353860616684 (0.20251982874554464) | > loss_0: 2.0545473098754883 (2.236279532674443) | > grad_norm_0: tensor(68.4369, device='cuda:0') (tensor(59.8017, device='cuda:0')) | > loss_gen: 3.065495252609253 (2.7884060758766362) | > loss_kl: 2.2297511100769043 (2.146878016206869) | > loss_feat: 9.902544975280762 (8.467227589910758) | > loss_mel: 16.963747024536133 (15.063455875932885) | > loss_duration: 1.5934196710586548 (1.6052866586768373) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.75495529174805 (30.07125415401428) | > grad_norm_1: tensor(787.1271, device='cuda:0') (tensor(978.4698, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.9081 (0.9002921508086518) | > loader_time: 0.0098 (0.011457204818725582)  --> TIME: 2025-02-20 18:22:22 -- STEP: 669/924 -- GLOBAL_STEP: 145400 | > loss_disc: 2.12099027633667 (2.235424305113264) | > loss_disc_real_0: 0.12509077787399292 (0.12756067127412565) | > loss_disc_real_1: 0.16582068800926208 (0.19044765106142025) | > loss_disc_real_2: 0.20943768322467804 (0.2029146536939704) | > loss_disc_real_3: 0.19259454309940338 (0.20600083569462888) | > loss_disc_real_4: 0.2592354118824005 (0.20859701314492776) | > loss_disc_real_5: 0.1744677722454071 (0.20237056238323406) | > loss_0: 2.12099027633667 (2.235424305113264) | > grad_norm_0: tensor(72.8432, device='cuda:0') (tensor(59.7381, device='cuda:0')) | > loss_gen: 3.0472171306610107 (2.7927537071330697) | > loss_kl: 2.3654441833496094 (2.1471445460668783) | > loss_feat: 9.353596687316895 (8.483000767426997) | > loss_mel: 15.591947555541992 (15.075597043172841) | > loss_duration: 1.5612373352050781 (1.604744006165474) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.919443130493164 (30.10324004590957) | > grad_norm_1: tensor(1230.2123, device='cuda:0') (tensor(982.0766, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.859 (0.9006178364803616) | > loader_time: 0.0105 (0.011469778993204567)  --> TIME: 2025-02-20 18:23:08 -- STEP: 719/924 -- GLOBAL_STEP: 145450 | > loss_disc: 2.0416078567504883 (2.2320614040146616) | > loss_disc_real_0: 0.08208407461643219 (0.12741671982888383) | > loss_disc_real_1: 0.2003699392080307 (0.19034520218534837) | > loss_disc_real_2: 0.22662483155727386 (0.2028839717073799) | > loss_disc_real_3: 0.1945100873708725 (0.2057861175818139) | > loss_disc_real_4: 0.2228071093559265 (0.20833789769648167) | > loss_disc_real_5: 0.15229344367980957 (0.20162700730089683) | > loss_0: 2.0416078567504883 (2.2320614040146616) | > grad_norm_0: tensor(41.8874, device='cuda:0') (tensor(59.6928, device='cuda:0')) | > loss_gen: 3.106363296508789 (2.799188808870913) | > loss_kl: 2.0813965797424316 (2.1450342019509554) | > loss_feat: 9.041683197021484 (8.501847569567774) | > loss_mel: 15.719221115112305 (15.090393634101117) | > loss_duration: 1.5924408435821533 (1.604837405001835) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.541105270385742 (30.141301570250363) | > grad_norm_1: tensor(1014.1050, device='cuda:0') (tensor(985.3410, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.9054 (0.9008271525068641) | > loader_time: 0.0107 (0.011474537749947026)  --> TIME: 2025-02-20 18:23:54 -- STEP: 769/924 -- GLOBAL_STEP: 145500 | > loss_disc: 2.420004367828369 (2.2315341093140226) | > loss_disc_real_0: 0.15866348147392273 (0.12711394535588338) | > loss_disc_real_1: 0.20190590620040894 (0.19029578742884853) | > loss_disc_real_2: 0.2593865990638733 (0.20288491340157894) | > loss_disc_real_3: 0.19769836962223053 (0.20562881458991533) | > loss_disc_real_4: 0.24799221754074097 (0.20842822489022267) | > loss_disc_real_5: 0.2155107706785202 (0.20127967131773425) | > loss_0: 2.420004367828369 (2.2315341093140226) | > grad_norm_0: tensor(98.8882, device='cuda:0') (tensor(59.7773, device='cuda:0')) | > loss_gen: 2.6085898876190186 (2.7986146219375074) | > loss_kl: 2.2305729389190674 (2.1423144214950107) | > loss_feat: 7.736320495605469 (8.502764140055922) | > loss_mel: 14.360969543457031 (15.097085104497111) | > loss_duration: 1.5950548648834229 (1.6049337441341462) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.531505584716797 (30.145711988094416) | > grad_norm_1: tensor(1032.0118, device='cuda:0') (tensor(976.8603, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.8947 (0.9006148804613766) | > loader_time: 0.0146 (0.011490687902324064)  --> TIME: 2025-02-20 18:24:40 -- STEP: 819/924 -- GLOBAL_STEP: 145550 | > loss_disc: 2.1069016456604004 (2.2312460113066592) | > loss_disc_real_0: 0.18062353134155273 (0.12766003814754465) | > loss_disc_real_1: 0.16164825856685638 (0.19011070583838982) | > loss_disc_real_2: 0.1813720464706421 (0.2027642757828565) | > loss_disc_real_3: 0.16783609986305237 (0.20549395140965496) | > loss_disc_real_4: 0.16122956573963165 (0.20822793727465447) | > loss_disc_real_5: 0.20825722813606262 (0.2010628262646178) | > loss_0: 2.1069016456604004 (2.2312460113066592) | > grad_norm_0: tensor(53.7234, device='cuda:0') (tensor(60.3907, device='cuda:0')) | > loss_gen: 3.0685057640075684 (2.8015769159691963) | > loss_kl: 2.155799150466919 (2.142050273834714) | > loss_feat: 8.734216690063477 (8.509167400471904) | > loss_mel: 15.329522132873535 (15.106202755510008) | > loss_duration: 1.5886908769607544 (1.6048487890625462) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.87673568725586 (30.163846089289738) | > grad_norm_1: tensor(980.7032, device='cuda:0') (tensor(978.5408, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.926 (0.900301116726774) | > loader_time: 0.0116 (0.011485218565105954)  --> TIME: 2025-02-20 18:25:25 -- STEP: 869/924 -- GLOBAL_STEP: 145600 | > loss_disc: 2.0816497802734375 (2.2305725670244914) | > loss_disc_real_0: 0.1154109314084053 (0.12762391198988066) | > loss_disc_real_1: 0.2056938260793686 (0.19022456598569945) | > loss_disc_real_2: 0.1840316653251648 (0.20270730596211484) | > loss_disc_real_3: 0.1993337720632553 (0.20552193555205003) | > loss_disc_real_4: 0.195810928940773 (0.20826629092284524) | > loss_disc_real_5: 0.18226180970668793 (0.20088771249674545) | > loss_0: 2.0816497802734375 (2.2305725670244914) | > grad_norm_0: tensor(57.2220, device='cuda:0') (tensor(60.0748, device='cuda:0')) | > loss_gen: 2.945889949798584 (2.8025503753929883) | > loss_kl: 2.053892135620117 (2.140744316838554) | > loss_feat: 8.629449844360352 (8.520074163948308) | > loss_mel: 15.690543174743652 (15.117923713526054) | > loss_duration: 1.5947526693344116 (1.604841238198538) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.91452980041504 (30.18613376551585) | > grad_norm_1: tensor(1406.4703, device='cuda:0') (tensor(982.6606, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.9016 (0.8999942070595551) | > loader_time: 0.0118 (0.011492536860862176)  --> TIME: 2025-02-20 18:26:10 -- STEP: 919/924 -- GLOBAL_STEP: 145650 | > loss_disc: 2.510202407836914 (2.229704106982563) | > loss_disc_real_0: 0.1432475596666336 (0.12756112497603925) | > loss_disc_real_1: 0.17575837671756744 (0.1899900731181684) | > loss_disc_real_2: 0.2048145979642868 (0.2026363332006955) | > loss_disc_real_3: 0.17760568857192993 (0.20540401264133346) | > loss_disc_real_4: 0.1896047294139862 (0.20818422395853525) | > loss_disc_real_5: 0.17879359424114227 (0.20086827551514333) | > loss_0: 2.510202407836914 (2.229704106982563) | > grad_norm_0: tensor(38.0196, device='cuda:0') (tensor(59.7897, device='cuda:0')) | > loss_gen: 2.289823293685913 (2.8038192737089536) | > loss_kl: 2.08317494392395 (2.144525492930698) | > loss_feat: 7.252498626708984 (8.52757841303249) | > loss_mel: 14.117533683776855 (15.129096045717194) | > loss_duration: 1.603450059890747 (1.6045302404283308) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.346481323242188 (30.209549425475874) | > grad_norm_1: tensor(283.3501, device='cuda:0') (tensor(987.6400, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.8962 (0.8991984042042098) | > loader_time: 0.0108 (0.011478855768147696)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2622950077056885 (2.2622950077056885) | > loss_disc_real_0: 0.07145512849092484 (0.07145512849092484) | > loss_disc_real_1: 0.17215843498706818 (0.17215843498706818) | > loss_disc_real_2: 0.25968286395072937 (0.25968286395072937) | > loss_disc_real_3: 0.18725967407226562 (0.18725967407226562) | > loss_disc_real_4: 0.18568743765354156 (0.18568743765354156) | > loss_disc_real_5: 0.1770392209291458 (0.1770392209291458) | > loss_0: 2.2622950077056885 (2.2622950077056885) | > loss_gen: 2.3435394763946533 (2.3435394763946533) | > loss_kl: 2.231809139251709 (2.231809139251709) | > loss_feat: 8.568451881408691 (8.568451881408691) | > loss_mel: 15.006400108337402 (15.006400108337402) | > loss_duration: 1.6596872806549072 (1.6596872806549072) | > loss_1: 29.809886932373047 (29.809886932373047)  --> STEP: 1 | > loss_disc: 2.4435439109802246 (2.4435439109802246) | > loss_disc_real_0: 0.09967916458845139 (0.09967916458845139) | > loss_disc_real_1: 0.20953281223773956 (0.20953281223773956) | > loss_disc_real_2: 0.26871588826179504 (0.26871588826179504) | > loss_disc_real_3: 0.21090827882289886 (0.21090827882289886) | > loss_disc_real_4: 0.20674730837345123 (0.20674730837345123) | > loss_disc_real_5: 0.20232053101062775 (0.20232053101062775) | > loss_0: 2.4435439109802246 (2.4435439109802246) | > loss_gen: 2.2192797660827637 (2.2192797660827637) | > loss_kl: 2.0724873542785645 (2.0724873542785645) | > loss_feat: 6.886526107788086 (6.886526107788086) | > loss_mel: 12.79281234741211 (12.79281234741211) | > loss_duration: 1.6831297874450684 (1.6831297874450684) | > loss_1: 25.65423583984375 (25.65423583984375)  --> STEP: 2 | > loss_disc: 2.397937297821045 (2.4207406044006348) | > loss_disc_real_0: 0.10359115153551102 (0.1016351580619812) | > loss_disc_real_1: 0.20789143443107605 (0.2087121233344078) | > loss_disc_real_2: 0.250261127948761 (0.259488508105278) | > loss_disc_real_3: 0.21099260449409485 (0.21095044165849686) | > loss_disc_real_4: 0.189296692609787 (0.1980220004916191) | > loss_disc_real_5: 0.17214396595954895 (0.18723224848508835) | > loss_0: 2.397937297821045 (2.4207406044006348) | > loss_gen: 2.209521770477295 (2.2144007682800293) | > loss_kl: 2.134655237197876 (2.10357129573822) | > loss_feat: 6.622652053833008 (6.754589080810547) | > loss_mel: 12.556122779846191 (12.67446756362915) | > loss_duration: 1.5892610549926758 (1.636195421218872) | > loss_1: 25.112213134765625 (25.383224487304688)  --> STEP: 3 | > loss_disc: 2.346970796585083 (2.3961506684621177) | > loss_disc_real_0: 0.08474897593259811 (0.09600643068552017) | > loss_disc_real_1: 0.18078264594078064 (0.19940229753653207) | > loss_disc_real_2: 0.23574793338775635 (0.25157498319943744) | > loss_disc_real_3: 0.22350065410137177 (0.21513384580612183) | > loss_disc_real_4: 0.1908460557460785 (0.19563001890977225) | > loss_disc_real_5: 0.20988760888576508 (0.19478403528531393) | > loss_0: 2.346970796585083 (2.3961506684621177) | > loss_gen: 2.3547751903533936 (2.261192242304484) | > loss_kl: 2.0653669834136963 (2.090836524963379) | > loss_feat: 7.956087112426758 (7.155088424682617) | > loss_mel: 14.55461597442627 (13.301183700561523) | > loss_duration: 1.6494410037994385 (1.6406106154123943) | > loss_1: 28.580284118652344 (26.44891103108724)  --> STEP: 4 | > loss_disc: 2.372568130493164 (2.390255033969879) | > loss_disc_real_0: 0.09329070895910263 (0.09532750025391579) | > loss_disc_real_1: 0.1793919801712036 (0.19439971819519997) | > loss_disc_real_2: 0.2590312361717224 (0.2534390464425087) | > loss_disc_real_3: 0.22524739801883698 (0.2176622338593006) | > loss_disc_real_4: 0.17920827865600586 (0.19152458384633064) | > loss_disc_real_5: 0.20264005661010742 (0.1967480406165123) | > loss_0: 2.372568130493164 (2.390255033969879) | > loss_gen: 2.2742178440093994 (2.264448642730713) | > loss_kl: 2.0018856525421143 (2.0685988068580627) | > loss_feat: 6.75713586807251 (7.05560028553009) | > loss_mel: 13.255803108215332 (13.289838552474976) | > loss_duration: 1.763706922531128 (1.6713846921920776) | > loss_1: 26.05274772644043 (26.349870204925537)  --> STEP: 5 | > loss_disc: 2.4397385120391846 (2.4001517295837402) | > loss_disc_real_0: 0.10518503189086914 (0.09729900658130645) | > loss_disc_real_1: 0.1560598462820053 (0.18673174381256102) | > loss_disc_real_2: 0.20836007595062256 (0.24442325234413148) | > loss_disc_real_3: 0.20835086703300476 (0.21579996049404143) | > loss_disc_real_4: 0.18739211559295654 (0.1906980901956558) | > loss_disc_real_5: 0.15210939943790436 (0.18782031238079072) | > loss_0: 2.4397385120391846 (2.4001517295837402) | > loss_gen: 2.0779869556427 (2.2271563053131103) | > loss_kl: 1.820292353630066 (2.018937516212463) | > loss_feat: 6.748715400695801 (6.994223308563233) | > loss_mel: 12.233293533325195 (13.078529548645019) | > loss_duration: 1.5403034687042236 (1.6451684474945067) | > loss_1: 24.42059326171875 (25.96401481628418) --> EVAL PERFORMANCE | > avg_loader_time: 0.15829153060913087 (+0.0006775379180908314) | > avg_loss_disc: 2.4001517295837402 (+0.05974645614624041) | > avg_loss_disc_real_0: 0.09729900658130645 (-0.1694440096616745) | > avg_loss_disc_real_1: 0.18673174381256102 (-0.022776949405670183) | > avg_loss_disc_real_2: 0.24442325234413148 (+0.009898132085800176) | > avg_loss_disc_real_3: 0.21579996049404143 (-0.01036795973777771) | > avg_loss_disc_real_4: 0.1906980901956558 (-0.04646036624908448) | > avg_loss_disc_real_5: 0.18782031238079072 (+0.00099176466464998) | > avg_loss_0: 2.4001517295837402 (+0.05974645614624041) | > avg_loss_gen: 2.2271563053131103 (-0.576258659362793) | > avg_loss_kl: 2.018937516212463 (+0.024592804908752264) | > avg_loss_feat: 6.994223308563233 (-0.5944682121276852) | > avg_loss_mel: 13.078529548645019 (-0.8406370162963874) | > avg_loss_duration: 1.6451684474945067 (-0.0029448509216309926) | > avg_loss_1: 25.96401481628418 (-1.9897171020507791)  > EPOCH: 108/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 18:26:24)   --> TIME: 2025-02-20 18:27:07 -- STEP: 45/924 -- GLOBAL_STEP: 145700 | > loss_disc: 2.234645128250122 (2.2599121570587157) | > loss_disc_real_0: 0.1965871900320053 (0.13265567339128917) | > loss_disc_real_1: 0.1894138902425766 (0.19316093226273853) | > loss_disc_real_2: 0.21200960874557495 (0.20239600638548533) | > loss_disc_real_3: 0.18577036261558533 (0.20748588211006588) | > loss_disc_real_4: 0.19906239211559296 (0.21057919959227245) | > loss_disc_real_5: 0.1833610087633133 (0.21000022424591913) | > loss_0: 2.234645128250122 (2.2599121570587157) | > grad_norm_0: tensor(72.0211, device='cuda:0') (tensor(42.3549, device='cuda:0')) | > loss_gen: 2.75488018989563 (2.694757948981391) | > loss_kl: 2.15639591217041 (2.175684637493558) | > loss_feat: 8.424772262573242 (8.148869535658095) | > loss_mel: 14.670147895812988 (14.880116314358181) | > loss_duration: 1.5908918380737305 (1.6077756272421944) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.597087860107422 (29.507203928629558) | > grad_norm_1: tensor(1177.2803, device='cuda:0') (tensor(931.9952, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.9278 (0.8974987930721707) | > loader_time: 0.0131 (0.010826789008246528)  --> TIME: 2025-02-20 18:27:53 -- STEP: 95/924 -- GLOBAL_STEP: 145750 | > loss_disc: 2.2813615798950195 (2.251873996383265) | > loss_disc_real_0: 0.12479612231254578 (0.13330707514756612) | > loss_disc_real_1: 0.1955116093158722 (0.18925199210643773) | > loss_disc_real_2: 0.19234207272529602 (0.2036653277121092) | > loss_disc_real_3: 0.202616885304451 (0.20803716292506771) | > loss_disc_real_4: 0.2261832058429718 (0.21006051223529013) | > loss_disc_real_5: 0.2119416445493698 (0.20500932775045697) | > loss_0: 2.2813615798950195 (2.251873996383265) | > grad_norm_0: tensor(47.6561, device='cuda:0') (tensor(52.4017, device='cuda:0')) | > loss_gen: 2.655095338821411 (2.741535186767578) | > loss_kl: 2.0170962810516357 (2.1606371089031824) | > loss_feat: 8.203354835510254 (8.337143687198036) | > loss_mel: 13.59323501586914 (15.07009616651033) | > loss_duration: 1.5898438692092896 (1.6081595646707636) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.058626174926758 (29.917571680169356) | > grad_norm_1: tensor(1086.3857, device='cuda:0') (tensor(937.9983, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.8492 (0.9008640339500026) | > loader_time: 0.0099 (0.011087821659288904)  --> TIME: 2025-02-20 18:28:38 -- STEP: 145/924 -- GLOBAL_STEP: 145800 | > loss_disc: 2.404567003250122 (2.243530238085779) | > loss_disc_real_0: 0.11793576925992966 (0.12991446302882567) | > loss_disc_real_1: 0.19331905245780945 (0.18918112547233185) | > loss_disc_real_2: 0.1892809420824051 (0.20289177000522612) | > loss_disc_real_3: 0.1843111515045166 (0.20711246872770375) | > loss_disc_real_4: 0.22459591925144196 (0.20959282507156507) | > loss_disc_real_5: 0.2198672890663147 (0.2045064379428995) | > loss_0: 2.404567003250122 (2.243530238085779) | > grad_norm_0: tensor(35.6443, device='cuda:0') (tensor(56.8000, device='cuda:0')) | > loss_gen: 2.5199546813964844 (2.7613743814928777) | > loss_kl: 2.1173408031463623 (2.1525332376874733) | > loss_feat: 7.180778980255127 (8.385957079920278) | > loss_mel: 13.785992622375488 (15.06568427250303) | > loss_duration: 1.5909087657928467 (1.6075922818019472) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.194974899291992 (29.97314119010136) | > grad_norm_1: tensor(185.6691, device='cuda:0') (tensor(943.0226, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.9008 (0.8997469145676186) | > loader_time: 0.0098 (0.011241417917711978)  --> TIME: 2025-02-20 18:29:24 -- STEP: 195/924 -- GLOBAL_STEP: 145850 | > loss_disc: 2.171536922454834 (2.2346777433004106) | > loss_disc_real_0: 0.09732851386070251 (0.12787572156924476) | > loss_disc_real_1: 0.1982763409614563 (0.18968862700156677) | > loss_disc_real_2: 0.2348926067352295 (0.20316319251671816) | > loss_disc_real_3: 0.2070770114660263 (0.2063977028314884) | > loss_disc_real_4: 0.1988992691040039 (0.20904465592824495) | > loss_disc_real_5: 0.17606720328330994 (0.2026282467903235) | > loss_0: 2.171536922454834 (2.2346777433004106) | > grad_norm_0: tensor(65.0987, device='cuda:0') (tensor(58.7365, device='cuda:0')) | > loss_gen: 2.8513689041137695 (2.7774275205074206) | > loss_kl: 2.1092422008514404 (2.1510239215997538) | > loss_feat: 8.83911418914795 (8.429432110908706) | > loss_mel: 15.559462547302246 (15.09918153713911) | > loss_duration: 1.6395257711410522 (1.6042141816554925) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.998714447021484 (30.061279228406075) | > grad_norm_1: tensor(1074.1198, device='cuda:0') (tensor(956.9208, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.884 (0.8994368149684026) | > loader_time: 0.0116 (0.011237660432473198)  --> TIME: 2025-02-20 18:30:10 -- STEP: 245/924 -- GLOBAL_STEP: 145900 | > loss_disc: 2.2019267082214355 (2.2327075028906043) | > loss_disc_real_0: 0.1545974165201187 (0.12788981489685125) | > loss_disc_real_1: 0.16797859966754913 (0.1897392549076859) | > loss_disc_real_2: 0.2059502899646759 (0.20301974142084317) | > loss_disc_real_3: 0.18373483419418335 (0.2056177766347418) | > loss_disc_real_4: 0.19362378120422363 (0.2090399483028723) | > loss_disc_real_5: 0.1899416595697403 (0.2019030896984801) | > loss_0: 2.2019267082214355 (2.2327075028906043) | > grad_norm_0: tensor(96.7874, device='cuda:0') (tensor(60.2386, device='cuda:0')) | > loss_gen: 2.7503411769866943 (2.782025764426406) | > loss_kl: 2.19512939453125 (2.141127337728228) | > loss_feat: 8.461183547973633 (8.435982844294339) | > loss_mel: 15.092021942138672 (15.112540828938387) | > loss_duration: 1.618175745010376 (1.6050403307895271) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.116851806640625 (30.0767171198008) | > grad_norm_1: tensor(1241.8534, device='cuda:0') (tensor(972.4200, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.905 (0.8992671119923494) | > loader_time: 0.0108 (0.011268014323954672)  --> TIME: 2025-02-20 18:30:56 -- STEP: 295/924 -- GLOBAL_STEP: 145950 | > loss_disc: 2.276592493057251 (2.2371854656833703) | > loss_disc_real_0: 0.10807199776172638 (0.1274743733138353) | > loss_disc_real_1: 0.175764799118042 (0.1903563763630592) | > loss_disc_real_2: 0.23829098045825958 (0.20376822822174787) | > loss_disc_real_3: 0.22995740175247192 (0.20610316618014188) | > loss_disc_real_4: 0.22812022268772125 (0.20900865535614851) | > loss_disc_real_5: 0.2312094271183014 (0.20233670574123572) | > loss_0: 2.276592493057251 (2.2371854656833703) | > grad_norm_0: tensor(32.0402, device='cuda:0') (tensor(59.5254, device='cuda:0')) | > loss_gen: 2.773874044418335 (2.7727514396279527) | > loss_kl: 2.1995601654052734 (2.141597012342033) | > loss_feat: 7.7504472732543945 (8.398112015805003) | > loss_mel: 13.772449493408203 (15.049346933526508) | > loss_duration: 1.5940861701965332 (1.6053919456772883) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.090417861938477 (29.967199409614174) | > grad_norm_1: tensor(990.5568, device='cuda:0') (tensor(970.4272, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.9254 (0.8992940037937488) | > loader_time: 0.0146 (0.011299409704693286)  --> TIME: 2025-02-20 18:31:42 -- STEP: 345/924 -- GLOBAL_STEP: 146000 | > loss_disc: 2.254061222076416 (2.238154621055161) | > loss_disc_real_0: 0.17006023228168488 (0.12710318003875637) | > loss_disc_real_1: 0.2008761316537857 (0.19067541710708444) | > loss_disc_real_2: 0.23662132024765015 (0.2039381956276687) | > loss_disc_real_3: 0.20187166333198547 (0.20598484355470403) | > loss_disc_real_4: 0.22516322135925293 (0.2088119109903556) | > loss_disc_real_5: 0.22297996282577515 (0.20286165411057672) | > loss_0: 2.254061222076416 (2.238154621055161) | > grad_norm_0: tensor(77.2697, device='cuda:0') (tensor(60.3513, device='cuda:0')) | > loss_gen: 2.697040557861328 (2.775853812867314) | > loss_kl: 2.387218475341797 (2.147536845829176) | > loss_feat: 7.530086994171143 (8.403997501428577) | > loss_mel: 13.771283149719238 (15.06164527837781) | > loss_duration: 1.649406909942627 (1.6055603742599485) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.0350341796875 (29.994593877377717) | > grad_norm_1: tensor(1006.2915, device='cuda:0') (tensor(965.3759, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.9268 (0.9017297613447991) | > loader_time: 0.0109 (0.011356083552042633) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_146000.pth  --> TIME: 2025-02-20 18:32:31 -- STEP: 395/924 -- GLOBAL_STEP: 146050 | > loss_disc: 2.3797543048858643 (2.2386203382588636) | > loss_disc_real_0: 0.12012585997581482 (0.12775668549952637) | > loss_disc_real_1: 0.18394091725349426 (0.1905691572005235) | > loss_disc_real_2: 0.23808123171329498 (0.2040162218145178) | > loss_disc_real_3: 0.20421113073825836 (0.20572647056247612) | > loss_disc_real_4: 0.24559737741947174 (0.20853226230114313) | > loss_disc_real_5: 0.2795335054397583 (0.2032663034864618) | > loss_0: 2.3797543048858643 (2.2386203382588636) | > grad_norm_0: tensor(99.3606, device='cuda:0') (tensor(60.9222, device='cuda:0')) | > loss_gen: 2.8563263416290283 (2.781156761435011) | > loss_kl: 2.147463083267212 (2.148125338554383) | > loss_feat: 8.565214157104492 (8.433810275114034) | > loss_mel: 15.755242347717285 (15.10233909993232) | > loss_duration: 1.5879168510437012 (1.6054745598684381) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.91216278076172 (30.070906100695645) | > grad_norm_1: tensor(1333.5260, device='cuda:0') (tensor(966.2136, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.9342 (0.9016126258463799) | > loader_time: 0.0115 (0.011343912535075891)  --> TIME: 2025-02-20 18:33:16 -- STEP: 445/924 -- GLOBAL_STEP: 146100 | > loss_disc: 2.1836917400360107 (2.2392929937062642) | > loss_disc_real_0: 0.16980192065238953 (0.12712975290049347) | > loss_disc_real_1: 0.1936323493719101 (0.1908770243773299) | > loss_disc_real_2: 0.17967356741428375 (0.20383688700333077) | > loss_disc_real_3: 0.21207581460475922 (0.20593808293342586) | > loss_disc_real_4: 0.19495871663093567 (0.20849602865369127) | > loss_disc_real_5: 0.25059056282043457 (0.20322919655381957) | > loss_0: 2.1836917400360107 (2.2392929937062642) | > grad_norm_0: tensor(98.0240, device='cuda:0') (tensor(62.0151, device='cuda:0')) | > loss_gen: 2.9573495388031006 (2.7823322681898457) | > loss_kl: 1.9931223392486572 (2.1463251829147327) | > loss_feat: 8.690110206604004 (8.424508148364804) | > loss_mel: 15.536520004272461 (15.093785508830896) | > loss_duration: 1.5923793315887451 (1.6052619248293756) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.769481658935547 (30.052213090189387) | > grad_norm_1: tensor(1363.8336, device='cuda:0') (tensor(961.7564, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.942 (0.9015990450141135) | > loader_time: 0.0118 (0.011346868986494077)  --> TIME: 2025-02-20 18:34:03 -- STEP: 495/924 -- GLOBAL_STEP: 146150 | > loss_disc: 2.15229868888855 (2.2378924319238376) | > loss_disc_real_0: 0.12791118025779724 (0.1272404559784467) | > loss_disc_real_1: 0.1656506210565567 (0.19064893674368805) | > loss_disc_real_2: 0.20951102674007416 (0.20378179056475867) | > loss_disc_real_3: 0.17656360566616058 (0.20558681111745158) | > loss_disc_real_4: 0.17971645295619965 (0.20819917974447957) | > loss_disc_real_5: 0.2037310153245926 (0.20308615282328435) | > loss_0: 2.15229868888855 (2.2378924319238376) | > grad_norm_0: tensor(56.8621, device='cuda:0') (tensor(62.3365, device='cuda:0')) | > loss_gen: 2.867157459259033 (2.7849262651770985) | > loss_kl: 2.0256130695343018 (2.1455928108908897) | > loss_feat: 8.610265731811523 (8.434600693288472) | > loss_mel: 14.924198150634766 (15.104628021548493) | > loss_duration: 1.5857090950012207 (1.6054472764333088) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.012943267822266 (30.075195096719145) | > grad_norm_1: tensor(1298.0612, device='cuda:0') (tensor(970.0911, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.8832 (0.9024951929997916) | > loader_time: 0.0131 (0.011389379308681289)  --> TIME: 2025-02-20 18:34:49 -- STEP: 545/924 -- GLOBAL_STEP: 146200 | > loss_disc: 2.2081995010375977 (2.239093083854115) | > loss_disc_real_0: 0.14175823330879211 (0.12798589731165047) | > loss_disc_real_1: 0.17220062017440796 (0.19033105324167718) | > loss_disc_real_2: 0.18373419344425201 (0.2039253966797383) | > loss_disc_real_3: 0.18274591863155365 (0.20572821519790438) | > loss_disc_real_4: 0.15005314350128174 (0.20825293209027798) | > loss_disc_real_5: 0.21300746500492096 (0.203135893377689) | > loss_0: 2.2081995010375977 (2.239093083854115) | > grad_norm_0: tensor(90.1382, device='cuda:0') (tensor(62.8677, device='cuda:0')) | > loss_gen: 2.6451151371002197 (2.782902242940498) | > loss_kl: 2.092235565185547 (2.1454770624090758) | > loss_feat: 8.579903602600098 (8.431062825229187) | > loss_mel: 15.38165283203125 (15.105723232304284) | > loss_duration: 1.5619375705718994 (1.605705679228546) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.26084327697754 (30.070871062672467) | > grad_norm_1: tensor(934.3950, device='cuda:0') (tensor(974.3240, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.8811 (0.9024654191568358) | > loader_time: 0.0135 (0.011418701311863884)  --> TIME: 2025-02-20 18:35:35 -- STEP: 595/924 -- GLOBAL_STEP: 146250 | > loss_disc: 2.3814446926116943 (2.2393780778436105) | > loss_disc_real_0: 0.11589400470256805 (0.12778729434524283) | > loss_disc_real_1: 0.21115444600582123 (0.19028853623806935) | > loss_disc_real_2: 0.2262788563966751 (0.2038961488158763) | > loss_disc_real_3: 0.22322510182857513 (0.20588792552467153) | > loss_disc_real_4: 0.1825534552335739 (0.2082588295726214) | > loss_disc_real_5: 0.23868751525878906 (0.20348083882772613) | > loss_0: 2.3814446926116943 (2.2393780778436105) | > grad_norm_0: tensor(29.9214, device='cuda:0') (tensor(62.0620, device='cuda:0')) | > loss_gen: 2.7629048824310303 (2.781510164757734) | > loss_kl: 1.8833447694778442 (2.143293556646137) | > loss_feat: 7.524013519287109 (8.434725945737181) | > loss_mel: 15.359289169311523 (15.11305882269595) | > loss_duration: 1.6209782361984253 (1.6057004820398928) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.150529861450195 (30.078289012748655) | > grad_norm_1: tensor(849.5361, device='cuda:0') (tensor(971.3472, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.8837 (0.9030692216728916) | > loader_time: 0.0103 (0.011416102657798948)  --> TIME: 2025-02-20 18:36:21 -- STEP: 645/924 -- GLOBAL_STEP: 146300 | > loss_disc: 2.144242525100708 (2.2406379184057554) | > loss_disc_real_0: 0.0803631916642189 (0.12806296028023564) | > loss_disc_real_1: 0.1776839941740036 (0.19048139383626544) | > loss_disc_real_2: 0.16466805338859558 (0.20390120490576868) | > loss_disc_real_3: 0.1886730045080185 (0.2059039004551348) | > loss_disc_real_4: 0.18394902348518372 (0.20835726335067148) | > loss_disc_real_5: 0.13959893584251404 (0.20356130512185786) | > loss_0: 2.144242525100708 (2.2406379184057554) | > grad_norm_0: tensor(37.3817, device='cuda:0') (tensor(61.6494, device='cuda:0')) | > loss_gen: 2.755626678466797 (2.7794449089109414) | > loss_kl: 2.033886432647705 (2.1405538096908443) | > loss_feat: 9.397743225097656 (8.431167322351033) | > loss_mel: 16.429235458374023 (15.113197644551596) | > loss_duration: 1.638540267944336 (1.6056237714235173) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.25503158569336 (30.069987487792968) | > grad_norm_1: tensor(639.9554, device='cuda:0') (tensor(966.6667, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.8731 (0.9032123255175214) | > loader_time: 0.0105 (0.011430099028949576)  --> TIME: 2025-02-20 18:37:07 -- STEP: 695/924 -- GLOBAL_STEP: 146350 | > loss_disc: 2.313579559326172 (2.2397104539459542) | > loss_disc_real_0: 0.22020503878593445 (0.12818648120482223) | > loss_disc_real_1: 0.1939615160226822 (0.19034181145026546) | > loss_disc_real_2: 0.20677153766155243 (0.2037911654805108) | > loss_disc_real_3: 0.22424231469631195 (0.20567405944247896) | > loss_disc_real_4: 0.1837896704673767 (0.20843131456443723) | > loss_disc_real_5: 0.16264010965824127 (0.20342510263268027) | > loss_0: 2.313579559326172 (2.2397104539459542) | > grad_norm_0: tensor(73.9480, device='cuda:0') (tensor(62.0524, device='cuda:0')) | > loss_gen: 2.873012065887451 (2.7821528928742993) | > loss_kl: 2.1793556213378906 (2.138279523266305) | > loss_feat: 8.376470565795898 (8.437654512391681) | > loss_mel: 14.952131271362305 (15.114220351623974) | > loss_duration: 1.614673376083374 (1.605436935356195) | > amp_scaler: 128.0 (128.18417266187046) | > loss_1: 29.995643615722656 (30.077744241069546) | > grad_norm_1: tensor(972.0067, device='cuda:0') (tensor(962.2549, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.9248 (0.9032611226006377) | > loader_time: 0.0136 (0.011441297668347238)  --> TIME: 2025-02-20 18:37:53 -- STEP: 745/924 -- GLOBAL_STEP: 146400 | > loss_disc: 2.1955275535583496 (2.236197373531007) | > loss_disc_real_0: 0.12300149351358414 (0.12745831828289417) | > loss_disc_real_1: 0.19517017900943756 (0.1901206063344176) | > loss_disc_real_2: 0.20204879343509674 (0.20358111454336436) | > loss_disc_real_3: 0.19465933740139008 (0.20540287862688103) | > loss_disc_real_4: 0.20558489859104156 (0.20819563637643845) | > loss_disc_real_5: 0.19595031440258026 (0.20311493521568746) | > loss_0: 2.1955275535583496 (2.236197373531007) | > grad_norm_0: tensor(70.0257, device='cuda:0') (tensor(61.9583, device='cuda:0')) | > loss_gen: 2.6794896125793457 (2.7868363127612445) | > loss_kl: 2.07393741607666 (2.137696225851172) | > loss_feat: 7.869805812835693 (8.459681112174225) | > loss_mel: 14.32039737701416 (15.144361840318513) | > loss_duration: 1.5955876111984253 (1.6052206858692553) | > amp_scaler: 128.0 (128.17181208053694) | > loss_1: 28.539216995239258 (30.133796210577025) | > grad_norm_1: tensor(786.8754, device='cuda:0') (tensor(967.1609, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.9447 (0.9034514583997278) | > loader_time: 0.0129 (0.011427404736512445)  --> TIME: 2025-02-20 18:38:39 -- STEP: 795/924 -- GLOBAL_STEP: 146450 | > loss_disc: 2.2083539962768555 (2.2349659847763346) | > loss_disc_real_0: 0.17665286362171173 (0.1271158911100351) | > loss_disc_real_1: 0.20501674711704254 (0.19013720285967475) | > loss_disc_real_2: 0.18469972908496857 (0.20366802877225215) | > loss_disc_real_3: 0.1819652020931244 (0.20527923551370514) | > loss_disc_real_4: 0.22770437598228455 (0.20816084401412574) | > loss_disc_real_5: 0.21918922662734985 (0.2028756483920714) | > loss_0: 2.2083539962768555 (2.2349659847763346) | > grad_norm_0: tensor(82.3903, device='cuda:0') (tensor(62.0509, device='cuda:0')) | > loss_gen: 2.7883706092834473 (2.7911454632597166) | > loss_kl: 2.085455894470215 (2.1357105833929273) | > loss_feat: 7.839330673217773 (8.470680584697607) | > loss_mel: 14.067771911621094 (15.150764033479511) | > loss_duration: 1.5830724239349365 (1.605533796286433) | > amp_scaler: 128.0 (128.1610062893081) | > loss_1: 28.36400032043457 (30.153834488106973) | > grad_norm_1: tensor(980.1395, device='cuda:0') (tensor(973.6017, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.9218 (0.9028784299046738) | > loader_time: 0.0117 (0.011429191985220266)  --> TIME: 2025-02-20 18:39:24 -- STEP: 845/924 -- GLOBAL_STEP: 146500 | > loss_disc: 2.1824841499328613 (2.2344208023251877) | > loss_disc_real_0: 0.08886831998825073 (0.12690846503398145) | > loss_disc_real_1: 0.18719615042209625 (0.19003727702346793) | > loss_disc_real_2: 0.20750576257705688 (0.203632947538026) | > loss_disc_real_3: 0.1808597594499588 (0.20537447377422152) | > loss_disc_real_4: 0.20775242149829865 (0.20818626557934206) | > loss_disc_real_5: 0.21792206168174744 (0.2026821542068345) | > loss_0: 2.1824841499328613 (2.2344208023251877) | > grad_norm_0: tensor(79.1978, device='cuda:0') (tensor(62.5906, device='cuda:0')) | > loss_gen: 2.821162462234497 (2.792987373171475) | > loss_kl: 2.3561158180236816 (2.138029394488361) | > loss_feat: 9.095317840576172 (8.477888314399504) | > loss_mel: 15.73581600189209 (15.15593833020453) | > loss_duration: 1.5621583461761475 (1.6053508467928193) | > amp_scaler: 128.0 (128.15147928994074) | > loss_1: 31.57056999206543 (30.170194271471374) | > grad_norm_1: tensor(1293.3218, device='cuda:0') (tensor(974.3558, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.9308 (0.9021987418451253) | > loader_time: 0.0117 (0.011429633191351343)  --> TIME: 2025-02-20 18:40:09 -- STEP: 895/924 -- GLOBAL_STEP: 146550 | > loss_disc: 2.0331225395202637 (2.232791765308914) | > loss_disc_real_0: 0.11655226349830627 (0.12696726939864686) | > loss_disc_real_1: 0.17130005359649658 (0.18976065359968058) | > loss_disc_real_2: 0.19288475811481476 (0.20347633538299434) | > loss_disc_real_3: 0.19851253926753998 (0.2054601063108977) | > loss_disc_real_4: 0.196676105260849 (0.2079219902027918) | > loss_disc_real_5: 0.20822009444236755 (0.20249488074020291) | > loss_0: 2.0331225395202637 (2.232791765308914) | > grad_norm_0: tensor(55.6363, device='cuda:0') (tensor(62.4303, device='cuda:0')) | > loss_gen: 3.0815629959106445 (2.7939427112067894) | > loss_kl: 2.17075252532959 (2.1404267273801643) | > loss_feat: 9.539703369140625 (8.48706735365885) | > loss_mel: 15.360815048217773 (15.149768320009029) | > loss_duration: 1.5995386838912964 (1.605249126130642) | > amp_scaler: 128.0 (128.14301675977643) | > loss_1: 31.752370834350586 (30.176454254235637) | > grad_norm_1: tensor(961.0233, device='cuda:0') (tensor(979.5263, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.8279 (0.9015577484109548) | > loader_time: 0.0099 (0.011426589742053142)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.484009265899658 (2.484009265899658) | > loss_disc_real_0: 0.21205803751945496 (0.21205803751945496) | > loss_disc_real_1: 0.1944635510444641 (0.1944635510444641) | > loss_disc_real_2: 0.2263501137495041 (0.2263501137495041) | > loss_disc_real_3: 0.23186852037906647 (0.23186852037906647) | > loss_disc_real_4: 0.24553047120571136 (0.24553047120571136) | > loss_disc_real_5: 0.2160683423280716 (0.2160683423280716) | > loss_0: 2.484009265899658 (2.484009265899658) | > loss_gen: 2.424492597579956 (2.424492597579956) | > loss_kl: 2.002751111984253 (2.002751111984253) | > loss_feat: 5.970266342163086 (5.970266342163086) | > loss_mel: 11.901257514953613 (11.901257514953613) | > loss_duration: 1.6643891334533691 (1.6643891334533691) | > loss_1: 23.96315574645996 (23.96315574645996)  --> STEP: 1 | > loss_disc: 2.360233783721924 (2.360233783721924) | > loss_disc_real_0: 0.21157504618167877 (0.21157504618167877) | > loss_disc_real_1: 0.17271541059017181 (0.17271541059017181) | > loss_disc_real_2: 0.20151633024215698 (0.20151633024215698) | > loss_disc_real_3: 0.23124349117279053 (0.23124349117279053) | > loss_disc_real_4: 0.214337557554245 (0.214337557554245) | > loss_disc_real_5: 0.21163244545459747 (0.21163244545459747) | > loss_0: 2.360233783721924 (2.360233783721924) | > loss_gen: 2.5379161834716797 (2.5379161834716797) | > loss_kl: 1.935158610343933 (1.935158610343933) | > loss_feat: 7.299130439758301 (7.299130439758301) | > loss_mel: 13.976021766662598 (13.976021766662598) | > loss_duration: 1.6635847091674805 (1.6635847091674805) | > loss_1: 27.41181182861328 (27.41181182861328)  --> STEP: 2 | > loss_disc: 2.229006767272949 (2.2946202754974365) | > loss_disc_real_0: 0.1662594974040985 (0.18891727179288864) | > loss_disc_real_1: 0.18608973920345306 (0.17940257489681244) | > loss_disc_real_2: 0.20846351981163025 (0.20498992502689362) | > loss_disc_real_3: 0.2361088991165161 (0.23367619514465332) | > loss_disc_real_4: 0.22458602488040924 (0.21946179121732712) | > loss_disc_real_5: 0.22100506722927094 (0.2163187563419342) | > loss_0: 2.229006767272949 (2.2946202754974365) | > loss_gen: 2.8118021488189697 (2.6748591661453247) | > loss_kl: 2.173189878463745 (2.054174244403839) | > loss_feat: 9.141885757446289 (8.220508098602295) | > loss_mel: 16.044879913330078 (15.010450839996338) | > loss_duration: 1.5612125396728516 (1.612398624420166) | > loss_1: 31.732969284057617 (29.57239055633545)  --> STEP: 3 | > loss_disc: 2.3624720573425293 (2.3172375361124673) | > loss_disc_real_0: 0.20216664671897888 (0.1933337301015854) | > loss_disc_real_1: 0.19172990322113037 (0.18351168433825174) | > loss_disc_real_2: 0.2189515084028244 (0.2096437861522039) | > loss_disc_real_3: 0.23825392127037048 (0.2352021038532257) | > loss_disc_real_4: 0.21455517411231995 (0.21782625218232474) | > loss_disc_real_5: 0.21629196405410767 (0.21630982557932535) | > loss_0: 2.3624720573425293 (2.3172375361124673) | > loss_gen: 2.5648531913757324 (2.638190507888794) | > loss_kl: 2.0463056564331055 (2.0515513817469277) | > loss_feat: 7.087883949279785 (7.842966715494792) | > loss_mel: 13.641952514648438 (14.554284731547037) | > loss_duration: 1.6718430519104004 (1.6322134335835774) | > loss_1: 27.01283836364746 (28.71920649210612)  --> STEP: 4 | > loss_disc: 2.340930938720703 (2.3231608867645264) | > loss_disc_real_0: 0.1784777045249939 (0.18961972370743752) | > loss_disc_real_1: 0.19273583590984344 (0.18581772223114967) | > loss_disc_real_2: 0.231006920337677 (0.21498456969857216) | > loss_disc_real_3: 0.19722755253314972 (0.2257084660232067) | > loss_disc_real_4: 0.21197237074375153 (0.21636278182268143) | > loss_disc_real_5: 0.19388148188591003 (0.21070273965597153) | > loss_0: 2.340930938720703 (2.3231608867645264) | > loss_gen: 2.472494602203369 (2.5967665314674377) | > loss_kl: 2.1812596321105957 (2.083978444337845) | > loss_feat: 6.934499263763428 (7.615849852561951) | > loss_mel: 13.840304374694824 (14.375789642333984) | > loss_duration: 1.7532824277877808 (1.6624806821346283) | > loss_1: 27.181838989257812 (28.334864616394043)  --> STEP: 5 | > loss_disc: 2.0912668704986572 (2.2767820835113524) | > loss_disc_real_0: 0.11839152872562408 (0.17537408471107482) | > loss_disc_real_1: 0.17954930663108826 (0.1845640391111374) | > loss_disc_real_2: 0.26594486832618713 (0.22517662942409516) | > loss_disc_real_3: 0.16843828558921814 (0.214254429936409) | > loss_disc_real_4: 0.12428736686706543 (0.19794769883155822) | > loss_disc_real_5: 0.21068179607391357 (0.21069855093955994) | > loss_0: 2.0912668704986572 (2.2767820835113524) | > loss_gen: 2.734440326690674 (2.624301290512085) | > loss_kl: 1.9955662488937378 (2.0662960052490233) | > loss_feat: 8.601868629455566 (7.813053607940674) | > loss_mel: 15.395045280456543 (14.579640769958496) | > loss_duration: 1.5267783403396606 (1.6353402137756348) | > loss_1: 30.253700256347656 (28.718631744384766) --> EVAL PERFORMANCE | > avg_loader_time: 0.15371499061584473 (-0.004576539993286138) | > avg_loss_disc: 2.2767820835113524 (-0.12336964607238787) | > avg_loss_disc_real_0: 0.17537408471107482 (+0.07807507812976837) | > avg_loss_disc_real_1: 0.1845640391111374 (-0.002167704701423634) | > avg_loss_disc_real_2: 0.22517662942409516 (-0.019246622920036316) | > avg_loss_disc_real_3: 0.214254429936409 (-0.0015455305576324296) | > avg_loss_disc_real_4: 0.19794769883155822 (+0.007249608635902405) | > avg_loss_disc_real_5: 0.21069855093955994 (+0.02287823855876922) | > avg_loss_0: 2.2767820835113524 (-0.12336964607238787) | > avg_loss_gen: 2.624301290512085 (+0.3971449851989748) | > avg_loss_kl: 2.0662960052490233 (+0.04735848903656015) | > avg_loss_feat: 7.813053607940674 (+0.8188302993774412) | > avg_loss_mel: 14.579640769958496 (+1.5011112213134776) | > avg_loss_duration: 1.6353402137756348 (-0.009828233718871981) | > avg_loss_1: 28.718631744384766 (+2.7546169281005852)  > EPOCH: 109/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 18:40:44)   --> TIME: 2025-02-20 18:41:06 -- STEP: 21/924 -- GLOBAL_STEP: 146600 | > loss_disc: 2.202286958694458 (2.23196504229591) | > loss_disc_real_0: 0.08665961772203445 (0.11828462211858659) | > loss_disc_real_1: 0.15069475769996643 (0.193305960723332) | > loss_disc_real_2: 0.18235227465629578 (0.20544637881574176) | > loss_disc_real_3: 0.16694428026676178 (0.20576994404906318) | > loss_disc_real_4: 0.16763249039649963 (0.2068825513124466) | > loss_disc_real_5: 0.16417384147644043 (0.1971788484425772) | > loss_0: 2.202286958694458 (2.23196504229591) | > grad_norm_0: tensor(55.0689, device='cuda:0') (tensor(77.9974, device='cuda:0')) | > loss_gen: 2.6970624923706055 (2.831423804873512) | > loss_kl: 2.2309634685516357 (2.1163920164108276) | > loss_feat: 8.797547340393066 (8.684568859281994) | > loss_mel: 15.467198371887207 (15.336544854300362) | > loss_duration: 1.6283588409423828 (1.5984984806605749) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.821130752563477 (30.567428043910436) | > grad_norm_1: tensor(982.2145, device='cuda:0') (tensor(980.4457, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.9288 (0.9062509650275821) | > loader_time: 0.0128 (0.011238450095767067)  --> TIME: 2025-02-20 18:41:52 -- STEP: 71/924 -- GLOBAL_STEP: 146650 | > loss_disc: 2.1578428745269775 (2.230498622840559) | > loss_disc_real_0: 0.06969309598207474 (0.12177489766142738) | > loss_disc_real_1: 0.17269526422023773 (0.19291578820893462) | > loss_disc_real_2: 0.18857398629188538 (0.2089427306618489) | > loss_disc_real_3: 0.2037893831729889 (0.2035245372795723) | > loss_disc_real_4: 0.22558240592479706 (0.20815131068229678) | > loss_disc_real_5: 0.20568013191223145 (0.20119503014524218) | > loss_0: 2.1578428745269775 (2.230498622840559) | > grad_norm_0: tensor(59.8559, device='cuda:0') (tensor(68.8968, device='cuda:0')) | > loss_gen: 2.7172396183013916 (2.8059051003254636) | > loss_kl: 2.239649772644043 (2.1750143749613158) | > loss_feat: 9.190107345581055 (8.6212034695585) | > loss_mel: 15.889307022094727 (15.36889827083534) | > loss_duration: 1.5935429334640503 (1.6066393348532664) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.629846572875977 (30.577660547175878) | > grad_norm_1: tensor(975.1356, device='cuda:0') (tensor(1047.5291, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.8432 (0.9014095319828517) | > loader_time: 0.0114 (0.011305704922743243)  --> TIME: 2025-02-20 18:42:37 -- STEP: 121/924 -- GLOBAL_STEP: 146700 | > loss_disc: 2.1419312953948975 (2.227452928369696) | > loss_disc_real_0: 0.06614623218774796 (0.12291613846155237) | > loss_disc_real_1: 0.1904410719871521 (0.19101254826734873) | > loss_disc_real_2: 0.21611496806144714 (0.20612734359157972) | > loss_disc_real_3: 0.2266366183757782 (0.20460993137733996) | > loss_disc_real_4: 0.23858126997947693 (0.20827645223495392) | > loss_disc_real_5: 0.17940714955329895 (0.20241973235094843) | > loss_0: 2.1419312953948975 (2.227452928369696) | > grad_norm_0: tensor(31.7983, device='cuda:0') (tensor(64.0691, device='cuda:0')) | > loss_gen: 2.801673173904419 (2.813817869533191) | > loss_kl: 2.0920000076293945 (2.1605789277179177) | > loss_feat: 8.859552383422852 (8.596276224152112) | > loss_mel: 14.454251289367676 (15.252526582765185) | > loss_duration: 1.592517375946045 (1.6051068837977642) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.79999542236328 (30.428306437720938) | > grad_norm_1: tensor(824.9922, device='cuda:0') (tensor(1033.3738, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.959 (0.8990892950168325) | > loader_time: 0.0144 (0.011420450919915818)  --> TIME: 2025-02-20 18:43:23 -- STEP: 171/924 -- GLOBAL_STEP: 146750 | > loss_disc: 2.1224684715270996 (2.235534868742292) | > loss_disc_real_0: 0.19334569573402405 (0.12528714345909697) | > loss_disc_real_1: 0.16127482056617737 (0.19103139089910606) | > loss_disc_real_2: 0.20305195450782776 (0.20581433926409448) | > loss_disc_real_3: 0.18838922679424286 (0.20514363704020525) | > loss_disc_real_4: 0.16676996648311615 (0.20856669153037824) | > loss_disc_real_5: 0.16713403165340424 (0.20244446597252672) | > loss_0: 2.1224684715270996 (2.235534868742292) | > grad_norm_0: tensor(110.9184, device='cuda:0') (tensor(64.4013, device='cuda:0')) | > loss_gen: 3.1089539527893066 (2.7987430025959554) | > loss_kl: 2.157759428024292 (2.1571329232544927) | > loss_feat: 10.528610229492188 (8.527573658011809) | > loss_mel: 16.31077766418457 (15.242569220693488) | > loss_duration: 1.5714854001998901 (1.6044897726404743) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.67758560180664 (30.330508550008137) | > grad_norm_1: tensor(1266.7117, device='cuda:0') (tensor(1007.1495, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.914 (0.8994769938507973) | > loader_time: 0.0113 (0.011522673723990455)  --> TIME: 2025-02-20 18:44:09 -- STEP: 221/924 -- GLOBAL_STEP: 146800 | > loss_disc: 2.245284080505371 (2.2366361650406525) | > loss_disc_real_0: 0.13639777898788452 (0.12654976695101716) | > loss_disc_real_1: 0.18152527511119843 (0.19045389372838567) | > loss_disc_real_2: 0.18078097701072693 (0.20541411820310274) | > loss_disc_real_3: 0.22610434889793396 (0.20466036292222836) | > loss_disc_real_4: 0.22302407026290894 (0.20828497868317825) | > loss_disc_real_5: 0.22097839415073395 (0.20263228056387664) | > loss_0: 2.245284080505371 (2.2366361650406525) | > grad_norm_0: tensor(63.8812, device='cuda:0') (tensor(63.3108, device='cuda:0')) | > loss_gen: 2.8934946060180664 (2.7867775599880975) | > loss_kl: 2.1441705226898193 (2.1585981554575095) | > loss_feat: 8.60064697265625 (8.48274213264431) | > loss_mel: 14.656197547912598 (15.158123758583587) | > loss_duration: 1.6718182563781738 (1.6042290925979619) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.966327667236328 (30.19047065665819) | > grad_norm_1: tensor(1356.8485, device='cuda:0') (tensor(1017.2297, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.9147 (0.8992021396688746) | > loader_time: 0.0116 (0.011553466589742113)  --> TIME: 2025-02-20 18:44:55 -- STEP: 271/924 -- GLOBAL_STEP: 146850 | > loss_disc: 2.3582797050476074 (2.239120964634464) | > loss_disc_real_0: 0.07860302925109863 (0.1273093845461567) | > loss_disc_real_1: 0.1798255741596222 (0.19054323423832545) | > loss_disc_real_2: 0.17098592221736908 (0.20494947458765164) | > loss_disc_real_3: 0.19495432078838348 (0.20532737215946523) | > loss_disc_real_4: 0.1924532949924469 (0.20823705438318285) | > loss_disc_real_5: 0.22378331422805786 (0.20318832322680203) | > loss_0: 2.3582797050476074 (2.239120964634464) | > grad_norm_0: tensor(23.2018, device='cuda:0') (tensor(62.0334, device='cuda:0')) | > loss_gen: 2.3707973957061768 (2.787630944234417) | > loss_kl: 1.8933779001235962 (2.146972313578279) | > loss_feat: 7.153662204742432 (8.471125613279447) | > loss_mel: 13.610024452209473 (15.092476707542955) | > loss_duration: 1.5694541931152344 (1.6047211876654544) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.59731674194336 (30.102926739907357) | > grad_norm_1: tensor(677.3146, device='cuda:0') (tensor(1010.4878, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.8542 (0.9007779663339314) | > loader_time: 0.0092 (0.01146809729262911)  --> TIME: 2025-02-20 18:45:41 -- STEP: 321/924 -- GLOBAL_STEP: 146900 | > loss_disc: 2.4623308181762695 (2.2375172023832612) | > loss_disc_real_0: 0.1666467934846878 (0.12719974028544262) | > loss_disc_real_1: 0.19481997191905975 (0.1907775853281824) | > loss_disc_real_2: 0.211435467004776 (0.2039385113946374) | > loss_disc_real_3: 0.18969696760177612 (0.20560904074680778) | > loss_disc_real_4: 0.2604435980319977 (0.20849451408765018) | > loss_disc_real_5: 0.2037988007068634 (0.2032608011986979) | > loss_0: 2.4623308181762695 (2.2375172023832612) | > grad_norm_0: tensor(86.5843, device='cuda:0') (tensor(62.7002, device='cuda:0')) | > loss_gen: 2.3343169689178467 (2.7909552820746395) | > loss_kl: 2.210354804992676 (2.145576594031861) | > loss_feat: 7.212940216064453 (8.481310992968789) | > loss_mel: 14.720013618469238 (15.127411254098483) | > loss_duration: 1.623267650604248 (1.6040288926656376) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.100893020629883 (30.14928300804067) | > grad_norm_1: tensor(301.6950, device='cuda:0') (tensor(1031.5604, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.9011 (0.9019564913812085) | > loader_time: 0.011 (0.011544659130298457)  --> TIME: 2025-02-20 18:46:27 -- STEP: 371/924 -- GLOBAL_STEP: 146950 | > loss_disc: 2.1088674068450928 (2.231304204046244) | > loss_disc_real_0: 0.09931046515703201 (0.12612117712468798) | > loss_disc_real_1: 0.22085867822170258 (0.1900959724203917) | > loss_disc_real_2: 0.21221418678760529 (0.20317716378407336) | > loss_disc_real_3: 0.1935117244720459 (0.2053407512986757) | > loss_disc_real_4: 0.20890751481056213 (0.20808846541652776) | > loss_disc_real_5: 0.22569525241851807 (0.20246631344855634) | > loss_0: 2.1088674068450928 (2.231304204046244) | > grad_norm_0: tensor(79.4434, device='cuda:0') (tensor(62.6479, device='cuda:0')) | > loss_gen: 3.096332311630249 (2.796008159529489) | > loss_kl: 2.2698347568511963 (2.14981255987584) | > loss_feat: 10.17558479309082 (8.503880692299486) | > loss_mel: 16.857009887695312 (15.11618108312396) | > loss_duration: 1.6001005172729492 (1.6046434914005416) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.998863220214844 (30.17052600068866) | > grad_norm_1: tensor(1229.1722, device='cuda:0') (tensor(1031.8661, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.8506 (0.9022992961811569) | > loader_time: 0.0096 (0.011482101887705513)  --> TIME: 2025-02-20 18:47:13 -- STEP: 421/924 -- GLOBAL_STEP: 147000 | > loss_disc: 2.405270576477051 (2.230851695543229) | > loss_disc_real_0: 0.13660934567451477 (0.12657695619340759) | > loss_disc_real_1: 0.19298237562179565 (0.18980858777594398) | > loss_disc_real_2: 0.20611721277236938 (0.20298410428249922) | > loss_disc_real_3: 0.20712436735630035 (0.20551119663369918) | > loss_disc_real_4: 0.22107253968715668 (0.2079765485188173) | > loss_disc_real_5: 0.2296087145805359 (0.20247064024705502) | > loss_0: 2.405270576477051 (2.230851695543229) | > grad_norm_0: tensor(49.7298, device='cuda:0') (tensor(63.5891, device='cuda:0')) | > loss_gen: 2.4623584747314453 (2.796956632596014) | > loss_kl: 2.161404848098755 (2.1455845042815427) | > loss_feat: 6.704922199249268 (8.50994514569535) | > loss_mel: 13.599928855895996 (15.121680619880875) | > loss_duration: 1.6240569353103638 (1.6044686118101001) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.552671432495117 (30.178635522475435) | > grad_norm_1: tensor(615.0510, device='cuda:0') (tensor(1026.4904, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.9041 (0.9027521995354152) | > loader_time: 0.011 (0.011462772826967216) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_147000.pth  --> TIME: 2025-02-20 18:48:02 -- STEP: 471/924 -- GLOBAL_STEP: 147050 | > loss_disc: 2.265038251876831 (2.231517980053166) | > loss_disc_real_0: 0.20915676653385162 (0.1268643994683168) | > loss_disc_real_1: 0.17574431002140045 (0.189848190438469) | > loss_disc_real_2: 0.19489604234695435 (0.2031818557443639) | > loss_disc_real_3: 0.2196875512599945 (0.20566419361756366) | > loss_disc_real_4: 0.2184116244316101 (0.2078173498439181) | > loss_disc_real_5: 0.22791022062301636 (0.2025886927503942) | > loss_0: 2.265038251876831 (2.231517980053166) | > grad_norm_0: tensor(88.0008, device='cuda:0') (tensor(62.8570, device='cuda:0')) | > loss_gen: 2.88932728767395 (2.7920158253606977) | > loss_kl: 2.0303070545196533 (2.1415764733737706) | > loss_feat: 8.345060348510742 (8.49115816549639) | > loss_mel: 14.407843589782715 (15.101591715640577) | > loss_duration: 1.6240016222000122 (1.604409009534589) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.296541213989258 (30.130751202820214) | > grad_norm_1: tensor(1155.2958, device='cuda:0') (tensor(1036.2411, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.915 (0.902649431471612) | > loader_time: 0.0116 (0.011444046745381284)  --> TIME: 2025-02-20 18:48:48 -- STEP: 521/924 -- GLOBAL_STEP: 147100 | > loss_disc: 2.2382354736328125 (2.229540717121277) | > loss_disc_real_0: 0.1439724564552307 (0.12623768316263667) | > loss_disc_real_1: 0.1935235857963562 (0.1896230002110842) | > loss_disc_real_2: 0.22662590444087982 (0.20309880736235694) | > loss_disc_real_3: 0.2181098908185959 (0.20553762229756528) | > loss_disc_real_4: 0.21320198476314545 (0.20766836175991793) | > loss_disc_real_5: 0.19415296614170074 (0.2023235590638675) | > loss_0: 2.2382354736328125 (2.229540717121277) | > grad_norm_0: tensor(73.0752, device='cuda:0') (tensor(63.2820, device='cuda:0')) | > loss_gen: 2.9337005615234375 (2.7962474754355466) | > loss_kl: 2.085845708847046 (2.1414300281118304) | > loss_feat: 8.466012001037598 (8.505739976256931) | > loss_mel: 14.951702117919922 (15.118088343321935) | > loss_duration: 1.6268620491027832 (1.6041166727465084) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.06412124633789 (30.16562253911756) | > grad_norm_1: tensor(1173.2357, device='cuda:0') (tensor(1041.5620, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.8902 (0.9032026192963466) | > loader_time: 0.011 (0.011431347156898074)  --> TIME: 2025-02-20 18:49:34 -- STEP: 571/924 -- GLOBAL_STEP: 147150 | > loss_disc: 2.2544074058532715 (2.2316722253993166) | > loss_disc_real_0: 0.14827656745910645 (0.12597935328393806) | > loss_disc_real_1: 0.20138780772686005 (0.18966467923854985) | > loss_disc_real_2: 0.19262495636940002 (0.20311072173866004) | > loss_disc_real_3: 0.22468498349189758 (0.2057435742975743) | > loss_disc_real_4: 0.19176962971687317 (0.207900591990576) | > loss_disc_real_5: 0.22256523370742798 (0.20289201408154917) | > loss_0: 2.2544074058532715 (2.2316722253993166) | > grad_norm_0: tensor(34.6792, device='cuda:0') (tensor(63.0120, device='cuda:0')) | > loss_gen: 2.769474506378174 (2.7926844932569526) | > loss_kl: 2.0130560398101807 (2.1429782884551014) | > loss_feat: 8.014023780822754 (8.497350241799714) | > loss_mel: 14.583056449890137 (15.100887666024176) | > loss_duration: 1.6126391887664795 (1.603942363566985) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.99224853515625 (30.137843096945208) | > grad_norm_1: tensor(658.8751, device='cuda:0') (tensor(1037.7671, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.8819 (0.9033052908768796) | > loader_time: 0.0101 (0.011416114984168273)  --> TIME: 2025-02-20 18:50:20 -- STEP: 621/924 -- GLOBAL_STEP: 147200 | > loss_disc: 2.250866651535034 (2.234731635993612) | > loss_disc_real_0: 0.09246934205293655 (0.12704667061471323) | > loss_disc_real_1: 0.18419337272644043 (0.18974700262965027) | > loss_disc_real_2: 0.24592190980911255 (0.20316412929751446) | > loss_disc_real_3: 0.21681195497512817 (0.20596005128105677) | > loss_disc_real_4: 0.24606557190418243 (0.20809786842353092) | > loss_disc_real_5: 0.18434439599514008 (0.20299524769498928) | > loss_0: 2.250866651535034 (2.234731635993612) | > grad_norm_0: tensor(31.1882, device='cuda:0') (tensor(63.2153, device='cuda:0')) | > loss_gen: 2.7756707668304443 (2.789463034766501) | > loss_kl: 2.040625810623169 (2.1443160204111855) | > loss_feat: 8.160634994506836 (8.481712114023912) | > loss_mel: 13.893733024597168 (15.083526044652082) | > loss_duration: 1.5589953660964966 (1.6039200712133335) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.42966079711914 (30.10293733900872) | > grad_norm_1: tensor(1003.5270, device='cuda:0') (tensor(1034.0533, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.9478 (0.9031327864974017) | > loader_time: 0.0117 (0.01139580877122864)  --> TIME: 2025-02-20 18:51:05 -- STEP: 671/924 -- GLOBAL_STEP: 147250 | > loss_disc: 2.2713239192962646 (2.2353400205180094) | > loss_disc_real_0: 0.12449576705694199 (0.1269656134166945) | > loss_disc_real_1: 0.17445236444473267 (0.1899434132210011) | > loss_disc_real_2: 0.19779828190803528 (0.20304945642031424) | > loss_disc_real_3: 0.20559552311897278 (0.20603078528239369) | > loss_disc_real_4: 0.19637896120548248 (0.2080273994656859) | > loss_disc_real_5: 0.17664700746536255 (0.2033726446186201) | > loss_0: 2.2713239192962646 (2.2353400205180094) | > grad_norm_0: tensor(62.0493, device='cuda:0') (tensor(63.0317, device='cuda:0')) | > loss_gen: 2.5476064682006836 (2.787917603678924) | > loss_kl: 2.155714511871338 (2.1472902372590457) | > loss_feat: 7.576135635375977 (8.477170503619192) | > loss_mel: 14.321097373962402 (15.085000468792751) | > loss_duration: 1.5964244604110718 (1.6035397324583391) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.196979522705078 (30.100918597862368) | > grad_norm_1: tensor(379.2349, device='cuda:0') (tensor(1025.4701, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.9331 (0.9028677414497569) | > loader_time: 0.0116 (0.011393448990254754)  --> TIME: 2025-02-20 18:51:52 -- STEP: 721/924 -- GLOBAL_STEP: 147300 | > loss_disc: 2.24888277053833 (2.2342984532516303) | > loss_disc_real_0: 0.08808469027280807 (0.12713116372776587) | > loss_disc_real_1: 0.2084091305732727 (0.1899708934779306) | > loss_disc_real_2: 0.21714743971824646 (0.20282100951208648) | > loss_disc_real_3: 0.15368342399597168 (0.20570701131294902) | > loss_disc_real_4: 0.17501883208751678 (0.20793496750181484) | > loss_disc_real_5: 0.16937237977981567 (0.20328182163913122) | > loss_0: 2.24888277053833 (2.2342984532516303) | > grad_norm_0: tensor(22.8162, device='cuda:0') (tensor(62.5665, device='cuda:0')) | > loss_gen: 2.574460029602051 (2.7906796227877084) | > loss_kl: 2.056623697280884 (2.1487012514624917) | > loss_feat: 8.035021781921387 (8.486866561450514) | > loss_mel: 14.747184753417969 (15.102115116569106) | > loss_duration: 1.5979290008544922 (1.6035566968163901) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.01121711730957 (30.13191928942888) | > grad_norm_1: tensor(561.7703, device='cuda:0') (tensor(1017.1827, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.8646 (0.9032109193762199) | > loader_time: 0.0098 (0.01138262841308001)  --> TIME: 2025-02-20 18:52:38 -- STEP: 771/924 -- GLOBAL_STEP: 147350 | > loss_disc: 2.2745614051818848 (2.2330594902372547) | > loss_disc_real_0: 0.10019242018461227 (0.12706216321303837) | > loss_disc_real_1: 0.21104897558689117 (0.18981126016525288) | > loss_disc_real_2: 0.21414420008659363 (0.20280088146063754) | > loss_disc_real_3: 0.1894611269235611 (0.20563784634015594) | > loss_disc_real_4: 0.21097712218761444 (0.2078885154656089) | > loss_disc_real_5: 0.22818110883235931 (0.20338435076785938) | > loss_0: 2.2745614051818848 (2.2330594902372547) | > grad_norm_0: tensor(84.6098, device='cuda:0') (tensor(62.4493, device='cuda:0')) | > loss_gen: 2.697500228881836 (2.793318082695649) | > loss_kl: 2.0762786865234375 (2.1523209558232126) | > loss_feat: 8.158019065856934 (8.500603283734957) | > loss_mel: 14.751465797424316 (15.123546862571311) | > loss_duration: 1.6483287811279297 (1.6037969456263244) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.331592559814453 (30.1735861638486) | > grad_norm_1: tensor(1319.1232, device='cuda:0') (tensor(1020.7026, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.8972 (0.9033282437058584) | > loader_time: 0.0112 (0.011388980615618317)  --> TIME: 2025-02-20 18:53:24 -- STEP: 821/924 -- GLOBAL_STEP: 147400 | > loss_disc: 2.3087046146392822 (2.232511637707431) | > loss_disc_real_0: 0.24563977122306824 (0.12719279103407619) | > loss_disc_real_1: 0.17140713334083557 (0.1897115313179165) | > loss_disc_real_2: 0.2100660353899002 (0.2027557907346976) | > loss_disc_real_3: 0.15962828695774078 (0.2054872727169044) | > loss_disc_real_4: 0.200349822640419 (0.20793843234863113) | > loss_disc_real_5: 0.20837286114692688 (0.20332247875494744) | > loss_0: 2.3087046146392822 (2.232511637707431) | > grad_norm_0: tensor(102.7514, device='cuda:0') (tensor(62.6423, device='cuda:0')) | > loss_gen: 2.972384452819824 (2.7957887013559644) | > loss_kl: 2.386824369430542 (2.1525554577122357) | > loss_feat: 9.959750175476074 (8.506349306304053) | > loss_mel: 17.29814910888672 (15.139241368413407) | > loss_duration: 1.5634191036224365 (1.6034607470543754) | > amp_scaler: 128.0 (128.0) | > loss_1: 34.18052673339844 (30.197395612784046) | > grad_norm_1: tensor(984.8267, device='cuda:0') (tensor(1023.6931, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.8749 (0.9036318068091965) | > loader_time: 0.0098 (0.01138055832754825)  --> TIME: 2025-02-20 18:54:10 -- STEP: 871/924 -- GLOBAL_STEP: 147450 | > loss_disc: 2.13315486907959 (2.233454692788018) | > loss_disc_real_0: 0.15569041669368744 (0.12675372695916026) | > loss_disc_real_1: 0.18414676189422607 (0.18981641743131128) | > loss_disc_real_2: 0.19706220924854279 (0.20284470077497127) | > loss_disc_real_3: 0.18952320516109467 (0.20573723755870976) | > loss_disc_real_4: 0.16698229312896729 (0.20801388779409163) | > loss_disc_real_5: 0.2085036039352417 (0.2036694911159961) | > loss_0: 2.13315486907959 (2.233454692788018) | > grad_norm_0: tensor(104.6702, device='cuda:0') (tensor(62.4526, device='cuda:0')) | > loss_gen: 3.0206027030944824 (2.7940172878116463) | > loss_kl: 2.1434550285339355 (2.1557369805641478) | > loss_feat: 9.279614448547363 (8.50424548925407) | > loss_mel: 16.47568130493164 (15.141885817666825) | > loss_duration: 1.5734353065490723 (1.603690706492839) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.49279022216797 (30.199576300129415) | > grad_norm_1: tensor(1128.8497, device='cuda:0') (tensor(1022.1771, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.8739 (0.90365007139922) | > loader_time: 0.0103 (0.011377805136101388)  --> TIME: 2025-02-20 18:54:55 -- STEP: 921/924 -- GLOBAL_STEP: 147500 | > loss_disc: 2.3419737815856934 (2.234078011735383) | > loss_disc_real_0: 0.1497313231229782 (0.1268286475715563) | > loss_disc_real_1: 0.21244679391384125 (0.1897224144652146) | > loss_disc_real_2: 0.2239694595336914 (0.20289669995652215) | > loss_disc_real_3: 0.19848448038101196 (0.20579002058208312) | > loss_disc_real_4: 0.2202865481376648 (0.20804124365153187) | > loss_disc_real_5: 0.2167179435491562 (0.20388393618579032) | > loss_0: 2.3419737815856934 (2.234078011735383) | > grad_norm_0: tensor(39.2632, device='cuda:0') (tensor(62.9606, device='cuda:0')) | > loss_gen: 2.5026583671569824 (2.7958150241325774) | > loss_kl: 2.129438638687134 (2.156687576659467) | > loss_feat: 7.011323928833008 (8.509924348091849) | > loss_mel: 13.220431327819824 (15.15461384589975) | > loss_duration: 1.6487666368484497 (1.603414028527035) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.51262092590332 (30.220454842467003) | > grad_norm_1: tensor(766.7590, device='cuda:0') (tensor(1016.9192, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.8728 (0.9033009954177078) | > loader_time: 0.0104 (0.01133981486226267)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.294940948486328 (2.294940948486328) | > loss_disc_real_0: 0.1573997437953949 (0.1573997437953949) | > loss_disc_real_1: 0.19592875242233276 (0.19592875242233276) | > loss_disc_real_2: 0.20249776542186737 (0.20249776542186737) | > loss_disc_real_3: 0.2186174988746643 (0.2186174988746643) | > loss_disc_real_4: 0.2109990268945694 (0.2109990268945694) | > loss_disc_real_5: 0.2079540193080902 (0.2079540193080902) | > loss_0: 2.294940948486328 (2.294940948486328) | > loss_gen: 2.6062893867492676 (2.6062893867492676) | > loss_kl: 2.0484206676483154 (2.0484206676483154) | > loss_feat: 7.685108661651611 (7.685108661651611) | > loss_mel: 14.299927711486816 (14.299927711486816) | > loss_duration: 1.6775732040405273 (1.6775732040405273) | > loss_1: 28.317317962646484 (28.317317962646484)  --> STEP: 1 | > loss_disc: 2.327396869659424 (2.327396869659424) | > loss_disc_real_0: 0.16995644569396973 (0.16995644569396973) | > loss_disc_real_1: 0.1927630454301834 (0.1927630454301834) | > loss_disc_real_2: 0.20643703639507294 (0.20643703639507294) | > loss_disc_real_3: 0.22133077681064606 (0.22133077681064606) | > loss_disc_real_4: 0.18885357677936554 (0.18885357677936554) | > loss_disc_real_5: 0.22853364050388336 (0.22853364050388336) | > loss_0: 2.327396869659424 (2.327396869659424) | > loss_gen: 2.4695475101470947 (2.4695475101470947) | > loss_kl: 2.1178090572357178 (2.1178090572357178) | > loss_feat: 7.187105655670166 (7.187105655670166) | > loss_mel: 14.910540580749512 (14.910540580749512) | > loss_duration: 1.685063123703003 (1.685063123703003) | > loss_1: 28.37006378173828 (28.37006378173828)  --> STEP: 2 | > loss_disc: 2.379504919052124 (2.353450894355774) | > loss_disc_real_0: 0.16341416537761688 (0.1666853055357933) | > loss_disc_real_1: 0.19889456033706665 (0.19582880288362503) | > loss_disc_real_2: 0.2043970376253128 (0.20541703701019287) | > loss_disc_real_3: 0.23174791038036346 (0.22653934359550476) | > loss_disc_real_4: 0.22142420709133148 (0.2051388919353485) | > loss_disc_real_5: 0.2036389410495758 (0.21608629077672958) | > loss_0: 2.379504919052124 (2.353450894355774) | > loss_gen: 2.4234797954559326 (2.4465136528015137) | > loss_kl: 2.0757827758789062 (2.096795916557312) | > loss_feat: 7.14611291885376 (7.166609287261963) | > loss_mel: 13.358232498168945 (14.134386539459229) | > loss_duration: 1.5888502597808838 (1.6369566917419434) | > loss_1: 26.592456817626953 (27.481260299682617)  --> STEP: 3 | > loss_disc: 2.296302080154419 (2.334401289621989) | > loss_disc_real_0: 0.16698096692562103 (0.16678385933240256) | > loss_disc_real_1: 0.199326753616333 (0.19699478646119437) | > loss_disc_real_2: 0.1916179656982422 (0.20081734657287598) | > loss_disc_real_3: 0.2174995392560959 (0.22352607548236847) | > loss_disc_real_4: 0.18204759061336517 (0.1974417914946874) | > loss_disc_real_5: 0.19707778096199036 (0.20975012083848318) | > loss_0: 2.296302080154419 (2.334401289621989) | > loss_gen: 2.492360830307007 (2.4617960453033447) | > loss_kl: 1.998638391494751 (2.0640767415364585) | > loss_feat: 7.713027477264404 (7.348748683929443) | > loss_mel: 13.967082977294922 (14.078618685404459) | > loss_duration: 1.6733360290527344 (1.649083137512207) | > loss_1: 27.844446182250977 (27.602322260538738)  --> STEP: 4 | > loss_disc: 2.4070916175842285 (2.352573871612549) | > loss_disc_real_0: 0.1759059578180313 (0.16906438395380974) | > loss_disc_real_1: 0.20364554226398468 (0.19865747541189194) | > loss_disc_real_2: 0.19769331812858582 (0.20003633946180344) | > loss_disc_real_3: 0.23167012631893158 (0.22556208819150925) | > loss_disc_real_4: 0.20399567484855652 (0.19908026233315468) | > loss_disc_real_5: 0.21138131618499756 (0.21015791967511177) | > loss_0: 2.4070916175842285 (2.352573871612549) | > loss_gen: 2.4135379791259766 (2.4497315287590027) | > loss_kl: 1.988503336906433 (2.045183390378952) | > loss_feat: 6.9512176513671875 (7.249365925788879) | > loss_mel: 12.293320655822754 (13.632294178009033) | > loss_duration: 1.7741267681121826 (1.680344045162201) | > loss_1: 25.420705795288086 (27.056918144226074)  --> STEP: 5 | > loss_disc: 2.343886613845825 (2.350836420059204) | > loss_disc_real_0: 0.10468792170286179 (0.15618909150362015) | > loss_disc_real_1: 0.18642809987068176 (0.1962116003036499) | > loss_disc_real_2: 0.2467818558216095 (0.20938544273376464) | > loss_disc_real_3: 0.28216758370399475 (0.23688318729400634) | > loss_disc_real_4: 0.19469591975212097 (0.19820339381694793) | > loss_disc_real_5: 0.20941990613937378 (0.21001031696796418) | > loss_0: 2.343886613845825 (2.350836420059204) | > loss_gen: 2.596284866333008 (2.4790421962738036) | > loss_kl: 2.185696840286255 (2.0732860803604125) | > loss_feat: 8.098625183105469 (7.419217777252197) | > loss_mel: 17.501522064208984 (14.406139755249024) | > loss_duration: 1.5487163066864014 (1.654018497467041) | > loss_1: 31.930843353271484 (28.031703186035156) --> EVAL PERFORMANCE | > avg_loader_time: 0.154766845703125 (+0.0010518550872802568) | > avg_loss_disc: 2.350836420059204 (+0.07405433654785165) | > avg_loss_disc_real_0: 0.15618909150362015 (-0.019184993207454676) | > avg_loss_disc_real_1: 0.1962116003036499 (+0.011647561192512507) | > avg_loss_disc_real_2: 0.20938544273376464 (-0.015791186690330528) | > avg_loss_disc_real_3: 0.23688318729400634 (+0.02262875735759734) | > avg_loss_disc_real_4: 0.19820339381694793 (+0.000255694985389715) | > avg_loss_disc_real_5: 0.21001031696796418 (-0.0006882339715957586) | > avg_loss_0: 2.350836420059204 (+0.07405433654785165) | > avg_loss_gen: 2.4790421962738036 (-0.14525909423828143) | > avg_loss_kl: 2.0732860803604125 (+0.00699007511138916) | > avg_loss_feat: 7.419217777252197 (-0.3938358306884764) | > avg_loss_mel: 14.406139755249024 (-0.17350101470947266) | > avg_loss_duration: 1.654018497467041 (+0.01867828369140634) | > avg_loss_1: 28.031703186035156 (-0.6869285583496101)  > EPOCH: 110/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 18:55:07)   --> TIME: 2025-02-20 18:55:52 -- STEP: 47/924 -- GLOBAL_STEP: 147550 | > loss_disc: 2.137298107147217 (2.245135916040299) | > loss_disc_real_0: 0.11614725738763809 (0.13228269349387348) | > loss_disc_real_1: 0.19445528090000153 (0.18803385185434462) | > loss_disc_real_2: 0.2116677463054657 (0.20150878327958127) | > loss_disc_real_3: 0.16555674374103546 (0.20677261878835393) | > loss_disc_real_4: 0.212510883808136 (0.21124746856537271) | > loss_disc_real_5: 0.21873177587985992 (0.20810843084720856) | > loss_0: 2.137298107147217 (2.245135916040299) | > grad_norm_0: tensor(58.3121, device='cuda:0') (tensor(53.9018, device='cuda:0')) | > loss_gen: 2.8896121978759766 (2.7085570020878564) | > loss_kl: 2.1870508193969727 (2.148565822459281) | > loss_feat: 8.878893852233887 (8.233845670172508) | > loss_mel: 15.37550163269043 (14.935805300448804) | > loss_duration: 1.6197566986083984 (1.6068071710302474) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.950815200805664 (29.633580999171482) | > grad_norm_1: tensor(1088.1738, device='cuda:0') (tensor(1095.3274, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.8531 (0.896521177697689) | > loader_time: 0.0097 (0.01096782278507314)  --> TIME: 2025-02-20 18:56:37 -- STEP: 97/924 -- GLOBAL_STEP: 147600 | > loss_disc: 2.151247501373291 (2.2400301977531205) | > loss_disc_real_0: 0.11189016699790955 (0.13091597014788497) | > loss_disc_real_1: 0.18442793190479279 (0.18843441633219576) | > loss_disc_real_2: 0.19537504017353058 (0.19990654735221075) | > loss_disc_real_3: 0.216749370098114 (0.20569019634084604) | > loss_disc_real_4: 0.19694331288337708 (0.20837039216277525) | > loss_disc_real_5: 0.16459335386753082 (0.20607620784916833) | > loss_0: 2.151247501373291 (2.2400301977531205) | > grad_norm_0: tensor(57.8575, device='cuda:0') (tensor(55.3222, device='cuda:0')) | > loss_gen: 2.965900182723999 (2.740929028422562) | > loss_kl: 2.2656593322753906 (2.1588024294253487) | > loss_feat: 9.190974235534668 (8.389481298702277) | > loss_mel: 16.02522850036621 (15.003180759469258) | > loss_duration: 1.5984387397766113 (1.6063169007448805) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.046199798583984 (29.898710408161595) | > grad_norm_1: tensor(1421.4120, device='cuda:0') (tensor(1046.1494, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.9091 (0.897492040063917) | > loader_time: 0.011 (0.011242456042889471)  --> TIME: 2025-02-20 18:57:23 -- STEP: 147/924 -- GLOBAL_STEP: 147650 | > loss_disc: 2.1418685913085938 (2.244383459999448) | > loss_disc_real_0: 0.1515703797340393 (0.1330183441338896) | > loss_disc_real_1: 0.19756320118904114 (0.1902321047928869) | > loss_disc_real_2: 0.18614274263381958 (0.20052874716771704) | > loss_disc_real_3: 0.1521337777376175 (0.2055625010307143) | > loss_disc_real_4: 0.18231645226478577 (0.20873598440163804) | > loss_disc_real_5: 0.16987811028957367 (0.2049453823136635) | > loss_0: 2.1418685913085938 (2.244383459999448) | > grad_norm_0: tensor(46.8058, device='cuda:0') (tensor(55.6885, device='cuda:0')) | > loss_gen: 2.6918673515319824 (2.7480719251697567) | > loss_kl: 2.3424391746520996 (2.1548549942418838) | > loss_feat: 8.917798042297363 (8.398091199446695) | > loss_mel: 15.480484962463379 (15.014597438630604) | > loss_duration: 1.6326733827590942 (1.6060614634533317) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.065263748168945 (29.92167706392249) | > grad_norm_1: tensor(1319.1500, device='cuda:0') (tensor(1030.5532, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.8846 (0.8982649400931637) | > loader_time: 0.0113 (0.011237673208016118)  --> TIME: 2025-02-20 18:58:09 -- STEP: 197/924 -- GLOBAL_STEP: 147700 | > loss_disc: 2.252870559692383 (2.2379951628331596) | > loss_disc_real_0: 0.15242749452590942 (0.13335928574280084) | > loss_disc_real_1: 0.23505742847919464 (0.18940302109355253) | > loss_disc_real_2: 0.20346680283546448 (0.20010833601056016) | > loss_disc_real_3: 0.18676291406154633 (0.20530953088085055) | > loss_disc_real_4: 0.20901060104370117 (0.20822975425248225) | > loss_disc_real_5: 0.17086653411388397 (0.20397503598389896) | > loss_0: 2.252870559692383 (2.2379951628331596) | > grad_norm_0: tensor(65.4636, device='cuda:0') (tensor(56.2750, device='cuda:0')) | > loss_gen: 2.585325002670288 (2.769747631198863) | > loss_kl: 2.328211545944214 (2.1533650825471446) | > loss_feat: 7.963047981262207 (8.446482048421938) | > loss_mel: 15.87546157836914 (15.078735622657737) | > loss_duration: 1.597876787185669 (1.6027529850829065) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.349924087524414 (30.05108339532378) | > grad_norm_1: tensor(1123.2788, device='cuda:0') (tensor(1009.2927, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.9068 (0.8988220691680908) | > loader_time: 0.0107 (0.011142850527303478)  --> TIME: 2025-02-20 18:58:55 -- STEP: 247/924 -- GLOBAL_STEP: 147750 | > loss_disc: 2.2892847061157227 (2.2355672632634396) | > loss_disc_real_0: 0.18919645249843597 (0.13236855778858253) | > loss_disc_real_1: 0.20080618560314178 (0.18929488420003823) | > loss_disc_real_2: 0.2021806240081787 (0.20049114676139615) | > loss_disc_real_3: 0.16196933388710022 (0.20491782476303547) | > loss_disc_real_4: 0.1920224130153656 (0.208322727909455) | > loss_disc_real_5: 0.20964381098747253 (0.2040026929335073) | > loss_0: 2.2892847061157227 (2.2355672632634396) | > grad_norm_0: tensor(118.3179, device='cuda:0') (tensor(58.9334, device='cuda:0')) | > loss_gen: 2.693467140197754 (2.7683330634344925) | > loss_kl: 2.0143399238586426 (2.1572597215050164) | > loss_feat: 8.2661771774292 (8.431462085198778) | > loss_mel: 15.05321979522705 (15.088301940485534) | > loss_duration: 1.6183534860610962 (1.6045286515463697) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.64555549621582 (30.049885483405852) | > grad_norm_1: tensor(1303.4196, device='cuda:0') (tensor(987.9536, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.924 (0.899721684243515) | > loader_time: 0.0114 (0.011166358283656815)  --> TIME: 2025-02-20 18:59:41 -- STEP: 297/924 -- GLOBAL_STEP: 147800 | > loss_disc: 2.4432456493377686 (2.234597987598842) | > loss_disc_real_0: 0.3514542579650879 (0.1317161180028811) | > loss_disc_real_1: 0.18664899468421936 (0.1894002573357688) | > loss_disc_real_2: 0.21754507720470428 (0.20117653419674447) | > loss_disc_real_3: 0.23593448102474213 (0.2048844491391872) | > loss_disc_real_4: 0.203466534614563 (0.20775267381459378) | > loss_disc_real_5: 0.24618643522262573 (0.20345916049649027) | > loss_0: 2.4432456493377686 (2.234597987598842) | > grad_norm_0: tensor(151.4966, device='cuda:0') (tensor(59.8489, device='cuda:0')) | > loss_gen: 3.010660171508789 (2.7748265659768965) | > loss_kl: 2.18571400642395 (2.1543258593138632) | > loss_feat: 8.886836051940918 (8.437770154741076) | > loss_mel: 16.48419761657715 (15.097214178605514) | > loss_duration: 1.5641626119613647 (1.6038903776644051) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.131568908691406 (30.068027123859032) | > grad_norm_1: tensor(1252.6954, device='cuda:0') (tensor(983.1147, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.9083 (0.8994517936449663) | > loader_time: 0.0107 (0.011190969935972689)  --> TIME: 2025-02-20 19:00:27 -- STEP: 347/924 -- GLOBAL_STEP: 147850 | > loss_disc: 2.117518663406372 (2.2361599529854477) | > loss_disc_real_0: 0.11497561633586884 (0.13216237982557907) | > loss_disc_real_1: 0.1793336421251297 (0.18962208888029156) | > loss_disc_real_2: 0.19233892858028412 (0.20135589965997586) | > loss_disc_real_3: 0.2076808661222458 (0.20467098817358098) | > loss_disc_real_4: 0.18402329087257385 (0.20812596801550318) | > loss_disc_real_5: 0.19422410428524017 (0.2036321424269884) | > loss_0: 2.117518663406372 (2.2361599529854477) | > grad_norm_0: tensor(80.9590, device='cuda:0') (tensor(59.3148, device='cuda:0')) | > loss_gen: 2.926623582839966 (2.777564521481734) | > loss_kl: 2.2083325386047363 (2.1496919596229587) | > loss_feat: 8.748567581176758 (8.436555807459943) | > loss_mel: 15.604385375976562 (15.095766875517128) | > loss_duration: 1.6199465990066528 (1.6042768553285849) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.10785675048828 (30.06385598746088) | > grad_norm_1: tensor(1224.5674, device='cuda:0') (tensor(957.4364, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.893 (0.9011247412272079) | > loader_time: 0.0101 (0.011186993431289188)  --> TIME: 2025-02-20 19:01:13 -- STEP: 397/924 -- GLOBAL_STEP: 147900 | > loss_disc: 2.131652355194092 (2.2340309172493362) | > loss_disc_real_0: 0.09515330195426941 (0.13114746220841522) | > loss_disc_real_1: 0.19423513114452362 (0.18992292554462584) | > loss_disc_real_2: 0.19470755755901337 (0.20154438064590813) | > loss_disc_real_3: 0.20680369436740875 (0.2049743094357195) | > loss_disc_real_4: 0.19037239253520966 (0.20791747696904156) | > loss_disc_real_5: 0.17629969120025635 (0.20271214508740082) | > loss_0: 2.131652355194092 (2.2340309172493362) | > grad_norm_0: tensor(44.3229, device='cuda:0') (tensor(59.7422, device='cuda:0')) | > loss_gen: 2.8744866847991943 (2.784204837357065) | > loss_kl: 2.1995067596435547 (2.1551087139835885) | > loss_feat: 8.499279975891113 (8.459767752390373) | > loss_mel: 15.499458312988281 (15.114694098081037) | > loss_duration: 1.6057103872299194 (1.6041150888808131) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.678443908691406 (30.11789044204827) | > grad_norm_1: tensor(1154.0568, device='cuda:0') (tensor(973.5112, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.885 (0.9013072939903972) | > loader_time: 0.0103 (0.0112088711495964)  --> TIME: 2025-02-20 19:01:59 -- STEP: 447/924 -- GLOBAL_STEP: 147950 | > loss_disc: 2.082350015640259 (2.233788834588904) | > loss_disc_real_0: 0.06155233085155487 (0.13113371875362115) | > loss_disc_real_1: 0.20863711833953857 (0.18977659497351718) | > loss_disc_real_2: 0.25392910838127136 (0.20183286727541516) | > loss_disc_real_3: 0.1926429122686386 (0.2051060420754772) | > loss_disc_real_4: 0.19377458095550537 (0.20781670687449327) | > loss_disc_real_5: 0.155195951461792 (0.20257145886453218) | > loss_0: 2.082350015640259 (2.233788834588904) | > grad_norm_0: tensor(26.5489, device='cuda:0') (tensor(60.2329, device='cuda:0')) | > loss_gen: 2.8167738914489746 (2.7867833351928897) | > loss_kl: 2.074033260345459 (2.154018444502915) | > loss_feat: 9.371962547302246 (8.466706136195732) | > loss_mel: 14.922507286071777 (15.10795228646639) | > loss_duration: 1.6223530769348145 (1.6040504880132826) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.80763053894043 (30.11951066343576) | > grad_norm_1: tensor(1057.4746, device='cuda:0') (tensor(984.8334, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.8993 (0.9011214195481884) | > loader_time: 0.0126 (0.011219862590166814)  --> TIME: 2025-02-20 19:02:45 -- STEP: 497/924 -- GLOBAL_STEP: 148000 | > loss_disc: 2.260354995727539 (2.2336162364698735) | > loss_disc_real_0: 0.0684460774064064 (0.130264237657999) | > loss_disc_real_1: 0.17871609330177307 (0.18988900429286223) | > loss_disc_real_2: 0.21925313770771027 (0.2021762640243565) | > loss_disc_real_3: 0.2469399869441986 (0.20505976697928469) | > loss_disc_real_4: 0.22878411412239075 (0.2076504563601684) | > loss_disc_real_5: 0.24052873253822327 (0.20279881651972392) | > loss_0: 2.260354995727539 (2.2336162364698735) | > grad_norm_0: tensor(59.2538, device='cuda:0') (tensor(59.5280, device='cuda:0')) | > loss_gen: 3.0040030479431152 (2.7835982272802444) | > loss_kl: 2.1130950450897217 (2.154556248029712) | > loss_feat: 8.687697410583496 (8.45491451228889) | > loss_mel: 15.329748153686523 (15.08800216268006) | > loss_duration: 1.5533933639526367 (1.6037917115558804) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.687938690185547 (30.08486281458281) | > grad_norm_1: tensor(1098.5381, device='cuda:0') (tensor(986.8995, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.8689 (0.9020549939192039) | > loader_time: 0.0126 (0.011290299340752768) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_148000.pth  --> TIME: 2025-02-20 19:03:33 -- STEP: 547/924 -- GLOBAL_STEP: 148050 | > loss_disc: 2.369497537612915 (2.235386990106082) | > loss_disc_real_0: 0.19025404751300812 (0.13076120681747455) | > loss_disc_real_1: 0.1842816025018692 (0.1900690782277196) | > loss_disc_real_2: 0.19455567002296448 (0.20237674489208726) | > loss_disc_real_3: 0.23292823135852814 (0.20499087652188114) | > loss_disc_real_4: 0.22415916621685028 (0.2077284169262463) | > loss_disc_real_5: 0.22455355525016785 (0.2027481232907699) | > loss_0: 2.369497537612915 (2.235386990106082) | > grad_norm_0: tensor(81.1942, device='cuda:0') (tensor(59.4319, device='cuda:0')) | > loss_gen: 2.704742431640625 (2.781810555205266) | > loss_kl: 2.329592704772949 (2.1505612533750647) | > loss_feat: 7.408785343170166 (8.45481371400126) | > loss_mel: 13.117988586425781 (15.08356059142397) | > loss_duration: 1.6083604097366333 (1.6042185686188164) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.169469833374023 (30.074964648844773) | > grad_norm_1: tensor(967.0942, device='cuda:0') (tensor(989.4153, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.9004 (0.901938693397006) | > loader_time: 0.0108 (0.01127398994766598)  --> TIME: 2025-02-20 19:04:19 -- STEP: 597/924 -- GLOBAL_STEP: 148100 | > loss_disc: 2.169109582901001 (2.235492763806826) | > loss_disc_real_0: 0.1271311342716217 (0.13068117850914093) | > loss_disc_real_1: 0.21186894178390503 (0.1901851385781912) | > loss_disc_real_2: 0.20996041595935822 (0.20220764979745073) | > loss_disc_real_3: 0.28798016905784607 (0.20523616649098128) | > loss_disc_real_4: 0.24556487798690796 (0.20775477358544106) | > loss_disc_real_5: 0.21356013417243958 (0.20272133850072913) | > loss_0: 2.169109582901001 (2.235492763806826) | > grad_norm_0: tensor(62.2947, device='cuda:0') (tensor(60.4673, device='cuda:0')) | > loss_gen: 2.9808645248413086 (2.7847492938465) | > loss_kl: 2.3728482723236084 (2.1508580448240084) | > loss_feat: 9.112974166870117 (8.458305412401117) | > loss_mel: 15.782639503479004 (15.07624028555712) | > loss_duration: 1.5846128463745117 (1.6038508668816471) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.833942413330078 (30.07400385858226) | > grad_norm_1: tensor(1014.5645, device='cuda:0') (tensor(983.4396, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.9121 (0.9019543453676617) | > loader_time: 0.0116 (0.0112579284201515)  --> TIME: 2025-02-20 19:05:05 -- STEP: 647/924 -- GLOBAL_STEP: 148150 | > loss_disc: 2.2283706665039062 (2.2326697954991492) | > loss_disc_real_0: 0.1740284413099289 (0.12944337213771806) | > loss_disc_real_1: 0.17718234658241272 (0.18992012670088013) | > loss_disc_real_2: 0.21405868232250214 (0.20207311010342302) | > loss_disc_real_3: 0.17153409123420715 (0.20498901743793055) | > loss_disc_real_4: 0.21673940122127533 (0.20767660901940785) | > loss_disc_real_5: 0.19137877225875854 (0.20252041970098972) | > loss_0: 2.2283706665039062 (2.2326697954991492) | > grad_norm_0: tensor(96.4482, device='cuda:0') (tensor(60.0540, device='cuda:0')) | > loss_gen: 2.9390480518341064 (2.7859490864796457) | > loss_kl: 2.141105890274048 (2.149200254651088) | > loss_feat: 8.800556182861328 (8.468636548132222) | > loss_mel: 15.688579559326172 (15.077246571618954) | > loss_duration: 1.5622568130493164 (1.603477555227796) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.131546020507812 (30.08450996599389) | > grad_norm_1: tensor(1312.8982, device='cuda:0') (tensor(996.0873, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.8753 (0.9018765616085282) | > loader_time: 0.0101 (0.011238116200961509)  --> TIME: 2025-02-20 19:05:51 -- STEP: 697/924 -- GLOBAL_STEP: 148200 | > loss_disc: 2.3146281242370605 (2.2310871578528504) | > loss_disc_real_0: 0.10759548097848892 (0.1299821402091893) | > loss_disc_real_1: 0.21407778561115265 (0.1897253482208359) | > loss_disc_real_2: 0.2053917944431305 (0.20200501155733558) | > loss_disc_real_3: 0.21068930625915527 (0.2049585486544428) | > loss_disc_real_4: 0.23849903047084808 (0.20758666728798264) | > loss_disc_real_5: 0.17749309539794922 (0.2020009632945233) | > loss_0: 2.3146281242370605 (2.2310871578528504) | > grad_norm_0: tensor(40.0762, device='cuda:0') (tensor(59.8571, device='cuda:0')) | > loss_gen: 2.585247039794922 (2.7885512392353267) | > loss_kl: 2.2032687664031982 (2.1463891608130115) | > loss_feat: 7.917200088500977 (8.481322989744307) | > loss_mel: 15.065055847167969 (15.088377491473468) | > loss_duration: 1.5683622360229492 (1.6035344551078219) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.339134216308594 (30.10817530507508) | > grad_norm_1: tensor(1139.0149, device='cuda:0') (tensor(987.9387, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.8504 (0.901987051519123) | > loader_time: 0.0122 (0.011238019127756831)  --> TIME: 2025-02-20 19:06:38 -- STEP: 747/924 -- GLOBAL_STEP: 148250 | > loss_disc: 2.196302652359009 (2.231088261846878) | > loss_disc_real_0: 0.14710156619548798 (0.13010310990065155) | > loss_disc_real_1: 0.19515439867973328 (0.18976777983477772) | > loss_disc_real_2: 0.18658944964408875 (0.20184937293031616) | > loss_disc_real_3: 0.2142472118139267 (0.2050775360350948) | > loss_disc_real_4: 0.20213723182678223 (0.20736980747426542) | > loss_disc_real_5: 0.20168697834014893 (0.2019493421277848) | > loss_0: 2.196302652359009 (2.231088261846878) | > grad_norm_0: tensor(51.1044, device='cuda:0') (tensor(59.8907, device='cuda:0')) | > loss_gen: 3.129477024078369 (2.7894484782952995) | > loss_kl: 2.0427465438842773 (2.1493640954555095) | > loss_feat: 9.248422622680664 (8.486833100018902) | > loss_mel: 16.111156463623047 (15.10467044161346) | > loss_duration: 1.6757444143295288 (1.6036710308258795) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.20754623413086 (30.1339871075897) | > grad_norm_1: tensor(1077.9813, device='cuda:0') (tensor(987.5950, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.9539 (0.9032110385945842) | > loader_time: 0.0181 (0.011235516393679373)  --> TIME: 2025-02-20 19:07:23 -- STEP: 797/924 -- GLOBAL_STEP: 148300 | > loss_disc: 2.0773589611053467 (2.2301990610443383) | > loss_disc_real_0: 0.1659017950296402 (0.12968473558032545) | > loss_disc_real_1: 0.17938564717769623 (0.18981531303530186) | > loss_disc_real_2: 0.189420685172081 (0.20212395403211667) | > loss_disc_real_3: 0.1890285760164261 (0.2050258017132244) | > loss_disc_real_4: 0.21519136428833008 (0.20746255509901237) | > loss_disc_real_5: 0.21587425470352173 (0.2017547905145955) | > loss_0: 2.0773589611053467 (2.2301990610443383) | > grad_norm_0: tensor(87.2531, device='cuda:0') (tensor(59.6758, device='cuda:0')) | > loss_gen: 3.1279823780059814 (2.791183213517535) | > loss_kl: 2.1070661544799805 (2.151457870470233) | > loss_feat: 9.3544282913208 (8.482844175030039) | > loss_mel: 15.591014862060547 (15.096519854317046) | > loss_duration: 1.6021958589553833 (1.6039423588079076) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.78268814086914 (30.12594743774108) | > grad_norm_1: tensor(711.1525, device='cuda:0') (tensor(987.0102, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.9073 (0.9026870757453564) | > loader_time: 0.0106 (0.011205195184035163)  --> TIME: 2025-02-20 19:08:08 -- STEP: 847/924 -- GLOBAL_STEP: 148350 | > loss_disc: 2.289109945297241 (2.2300416561901355) | > loss_disc_real_0: 0.15097208321094513 (0.129237733521843) | > loss_disc_real_1: 0.196930393576622 (0.1898599770513868) | > loss_disc_real_2: 0.21836133301258087 (0.2022110982550641) | > loss_disc_real_3: 0.23617057502269745 (0.2051264593881306) | > loss_disc_real_4: 0.2213696390390396 (0.20738567088190762) | > loss_disc_real_5: 0.19335272908210754 (0.201846660309446) | > loss_0: 2.289109945297241 (2.2300416561901355) | > grad_norm_0: tensor(78.1608, device='cuda:0') (tensor(60.4002, device='cuda:0')) | > loss_gen: 2.7881124019622803 (2.7930162462461916) | > loss_kl: 2.329072952270508 (2.1533653115438014) | > loss_feat: 7.278641223907471 (8.486969522771203) | > loss_mel: 13.79942512512207 (15.103614526768924) | > loss_duration: 1.5641473531723022 (1.6038455746390605) | > amp_scaler: 128.0 (129.51121605667066) | > loss_1: 27.7593994140625 (30.14081115002052) | > grad_norm_1: tensor(980.3619, device='cuda:0') (tensor(980.1661, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.8463 (0.9020091324798332) | > loader_time: 0.0095 (0.01120098253630691)  --> TIME: 2025-02-20 19:08:54 -- STEP: 897/924 -- GLOBAL_STEP: 148400 | > loss_disc: 2.395789861679077 (2.2293283825069503) | > loss_disc_real_0: 0.10756146907806396 (0.12869694863042183) | > loss_disc_real_1: 0.18950951099395752 (0.18981265373851922) | > loss_disc_real_2: 0.20610226690769196 (0.20207197746571362) | > loss_disc_real_3: 0.17360343039035797 (0.20516392565358316) | > loss_disc_real_4: 0.20485757291316986 (0.2074235601469028) | > loss_disc_real_5: 0.23442776501178741 (0.2017992148331576) | > loss_0: 2.395789861679077 (2.2293283825069503) | > grad_norm_0: tensor(51.6651, device='cuda:0') (tensor(60.2032, device='cuda:0')) | > loss_gen: 2.4178454875946045 (2.795461926040307) | > loss_kl: 2.168386936187744 (2.15372112483085) | > loss_feat: 7.7219462394714355 (8.495654361303835) | > loss_mel: 13.852009773254395 (15.114706395594704) | > loss_duration: 1.6008950471878052 (1.603849238908145) | > amp_scaler: 128.0 (129.42697881828317) | > loss_1: 27.761083602905273 (30.163393007871697) | > grad_norm_1: tensor(183.6078, device='cuda:0') (tensor(981.3931, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.8649 (0.9013031427411066) | > loader_time: 0.0101 (0.011202469052811264)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.260733127593994 (2.260733127593994) | > loss_disc_real_0: 0.22672852873802185 (0.22672852873802185) | > loss_disc_real_1: 0.19530434906482697 (0.19530434906482697) | > loss_disc_real_2: 0.21801550686359406 (0.21801550686359406) | > loss_disc_real_3: 0.19751335680484772 (0.19751335680484772) | > loss_disc_real_4: 0.2041962891817093 (0.2041962891817093) | > loss_disc_real_5: 0.21458880603313446 (0.21458880603313446) | > loss_0: 2.260733127593994 (2.260733127593994) | > loss_gen: 2.8601040840148926 (2.8601040840148926) | > loss_kl: 1.8544695377349854 (1.8544695377349854) | > loss_feat: 7.203743934631348 (7.203743934631348) | > loss_mel: 12.549661636352539 (12.549661636352539) | > loss_duration: 1.6834306716918945 (1.6834306716918945) | > loss_1: 26.151409149169922 (26.151409149169922)  --> STEP: 1 | > loss_disc: 2.304056167602539 (2.304056167602539) | > loss_disc_real_0: 0.2868724763393402 (0.2868724763393402) | > loss_disc_real_1: 0.19933867454528809 (0.19933867454528809) | > loss_disc_real_2: 0.20217230916023254 (0.20217230916023254) | > loss_disc_real_3: 0.20770364999771118 (0.20770364999771118) | > loss_disc_real_4: 0.17396511137485504 (0.17396511137485504) | > loss_disc_real_5: 0.24958164989948273 (0.24958164989948273) | > loss_0: 2.304056167602539 (2.304056167602539) | > loss_gen: 2.8918471336364746 (2.8918471336364746) | > loss_kl: 2.013695240020752 (2.013695240020752) | > loss_feat: 7.386379718780518 (7.386379718780518) | > loss_mel: 13.875606536865234 (13.875606536865234) | > loss_duration: 1.676259994506836 (1.676259994506836) | > loss_1: 27.843788146972656 (27.843788146972656)  --> STEP: 2 | > loss_disc: 2.3550221920013428 (2.329539179801941) | > loss_disc_real_0: 0.3072846829891205 (0.29707857966423035) | > loss_disc_real_1: 0.1933784931898117 (0.1963585838675499) | > loss_disc_real_2: 0.19936728477478027 (0.2007697969675064) | > loss_disc_real_3: 0.21414051949977875 (0.21092208474874496) | > loss_disc_real_4: 0.21638664603233337 (0.1951758787035942) | > loss_disc_real_5: 0.260614275932312 (0.25509796291589737) | > loss_0: 2.3550221920013428 (2.329539179801941) | > loss_gen: 3.0194454193115234 (2.955646276473999) | > loss_kl: 2.0604705810546875 (2.0370829105377197) | > loss_feat: 8.089302062988281 (7.737840890884399) | > loss_mel: 15.187318801879883 (14.531462669372559) | > loss_duration: 1.576310634613037 (1.6262853145599365) | > loss_1: 29.93284797668457 (28.888318061828613)  --> STEP: 3 | > loss_disc: 2.287527084350586 (2.3155351479848227) | > loss_disc_real_0: 0.25174832344055176 (0.28196849425633747) | > loss_disc_real_1: 0.18714335560798645 (0.1932868411143621) | > loss_disc_real_2: 0.2104531228542328 (0.20399757226308188) | > loss_disc_real_3: 0.2339930385351181 (0.218612402677536) | > loss_disc_real_4: 0.20109409093856812 (0.19714861611525217) | > loss_disc_real_5: 0.23361651599407196 (0.24793748060862222) | > loss_0: 2.287527084350586 (2.3155351479848227) | > loss_gen: 2.941730499267578 (2.951007684071859) | > loss_kl: 2.095332622528076 (2.056499481201172) | > loss_feat: 7.224917411804199 (7.566866397857666) | > loss_mel: 13.525720596313477 (14.196215311686197) | > loss_duration: 1.6724073886871338 (1.6416593392690022) | > loss_1: 27.460107803344727 (28.412247975667317)  --> STEP: 4 | > loss_disc: 2.3402345180511475 (2.321709990501404) | > loss_disc_real_0: 0.263650506734848 (0.2773889973759651) | > loss_disc_real_1: 0.20446790754795074 (0.19608210772275925) | > loss_disc_real_2: 0.20338422060012817 (0.20384423434734344) | > loss_disc_real_3: 0.23938867449760437 (0.2238064706325531) | > loss_disc_real_4: 0.23207852244377136 (0.20588109269738197) | > loss_disc_real_5: 0.22705723345279694 (0.2427174188196659) | > loss_0: 2.3402345180511475 (2.321709990501404) | > loss_gen: 2.9636359214782715 (2.954164743423462) | > loss_kl: 1.8168141841888428 (1.9965781569480896) | > loss_feat: 7.448015213012695 (7.537153601646423) | > loss_mel: 14.065309524536133 (14.163488864898682) | > loss_duration: 1.7677732706069946 (1.6731878221035004) | > loss_1: 28.061548233032227 (28.324573040008545)  --> STEP: 5 | > loss_disc: 2.348262071609497 (2.3270204067230225) | > loss_disc_real_0: 0.30595070123672485 (0.28310133814811705) | > loss_disc_real_1: 0.22649897634983063 (0.20216548144817353) | > loss_disc_real_2: 0.20339064300060272 (0.2037535160779953) | > loss_disc_real_3: 0.2773732841014862 (0.23451983332633972) | > loss_disc_real_4: 0.22870846092700958 (0.2104465663433075) | > loss_disc_real_5: 0.27034324407577515 (0.24824258387088777) | > loss_0: 2.348262071609497 (2.3270204067230225) | > loss_gen: 3.344980239868164 (3.0323278427124025) | > loss_kl: 2.0616939067840576 (2.0096013069152834) | > loss_feat: 7.6031036376953125 (7.550343608856201) | > loss_mel: 14.365828514099121 (14.203956794738769) | > loss_duration: 1.5438117980957031 (1.647312617301941) | > loss_1: 28.919418334960938 (28.443542098999025) --> EVAL PERFORMANCE | > avg_loader_time: 0.15661311149597168 (+0.0018462657928466908) | > avg_loss_disc: 2.3270204067230225 (-0.023816013336181552) | > avg_loss_disc_real_0: 0.28310133814811705 (+0.1269122466444969) | > avg_loss_disc_real_1: 0.20216548144817353 (+0.005953881144523637) | > avg_loss_disc_real_2: 0.2037535160779953 (-0.005631926655769337) | > avg_loss_disc_real_3: 0.23451983332633972 (-0.002363353967666626) | > avg_loss_disc_real_4: 0.2104465663433075 (+0.012243172526359564) | > avg_loss_disc_real_5: 0.24824258387088777 (+0.038232266902923584) | > avg_loss_0: 2.3270204067230225 (-0.023816013336181552) | > avg_loss_gen: 3.0323278427124025 (+0.5532856464385989) | > avg_loss_kl: 2.0096013069152834 (-0.06368477344512913) | > avg_loss_feat: 7.550343608856201 (+0.13112583160400337) | > avg_loss_mel: 14.203956794738769 (-0.20218296051025497) | > avg_loss_duration: 1.647312617301941 (-0.006705880165100098) | > avg_loss_1: 28.443542098999025 (+0.4118389129638693)  > EPOCH: 111/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 19:09:27)   --> TIME: 2025-02-20 19:09:50 -- STEP: 23/924 -- GLOBAL_STEP: 148450 | > loss_disc: 2.280353307723999 (2.2378974582837974) | > loss_disc_real_0: 0.1306869238615036 (0.12198520370799562) | > loss_disc_real_1: 0.24868132174015045 (0.1923658795978712) | > loss_disc_real_2: 0.22814881801605225 (0.20368914889252704) | > loss_disc_real_3: 0.21404697000980377 (0.20438613580620807) | > loss_disc_real_4: 0.2096814066171646 (0.20280289196449777) | > loss_disc_real_5: 0.21659322082996368 (0.19992315769195557) | > loss_0: 2.280353307723999 (2.2378974582837974) | > grad_norm_0: tensor(54.9059, device='cuda:0') (tensor(55.6149, device='cuda:0')) | > loss_gen: 2.7593166828155518 (2.7444583229396655) | > loss_kl: 2.259380340576172 (2.1100378451140034) | > loss_feat: 7.793002605438232 (8.278995824896771) | > loss_mel: 13.09257984161377 (14.670040586720342) | > loss_duration: 1.5854413509368896 (1.6005317491033804) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.489721298217773 (29.404064261395) | > grad_norm_1: tensor(1266.2026, device='cuda:0') (tensor(986.9648, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.8412 (0.8913816265437914) | > loader_time: 0.0078 (0.010538173758465311)  --> TIME: 2025-02-20 19:10:36 -- STEP: 73/924 -- GLOBAL_STEP: 148500 | > loss_disc: 2.3575637340545654 (2.2275917856660623) | > loss_disc_real_0: 0.12171594798564911 (0.12934125628169263) | > loss_disc_real_1: 0.2010340541601181 (0.1894197219038663) | > loss_disc_real_2: 0.24228310585021973 (0.20071972049262427) | > loss_disc_real_3: 0.23357923328876495 (0.20541478938435856) | > loss_disc_real_4: 0.261890709400177 (0.20726088893740144) | > loss_disc_real_5: 0.20231688022613525 (0.1978666459860867) | > loss_0: 2.3575637340545654 (2.2275917856660623) | > grad_norm_0: tensor(44.7124, device='cuda:0') (tensor(59.8825, device='cuda:0')) | > loss_gen: 2.6548502445220947 (2.781832499046849) | > loss_kl: 2.271941900253296 (2.184207005043552) | > loss_feat: 7.658318519592285 (8.461494465396825) | > loss_mel: 14.439583778381348 (14.953319954545531) | > loss_duration: 1.6373801231384277 (1.6047293356020156) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.66207504272461 (29.985583135526475) | > grad_norm_1: tensor(611.0281, device='cuda:0') (tensor(998.6800, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.8957 (0.9055161900716285) | > loader_time: 0.0112 (0.011247700207853971)  --> TIME: 2025-02-20 19:11:22 -- STEP: 123/924 -- GLOBAL_STEP: 148550 | > loss_disc: 2.1471993923187256 (2.2194348486458377) | > loss_disc_real_0: 0.058751776814460754 (0.12808842536031712) | > loss_disc_real_1: 0.16186438500881195 (0.18971560156442285) | > loss_disc_real_2: 0.1807573437690735 (0.19967815219386806) | > loss_disc_real_3: 0.217356875538826 (0.20480815751281212) | > loss_disc_real_4: 0.20611950755119324 (0.207525232216207) | > loss_disc_real_5: 0.17613214254379272 (0.1981309486356208) | > loss_0: 2.1471993923187256 (2.2194348486458377) | > grad_norm_0: tensor(71.5107, device='cuda:0') (tensor(61.2374, device='cuda:0')) | > loss_gen: 2.7774641513824463 (2.792448293871997) | > loss_kl: 2.1153225898742676 (2.165380729892389) | > loss_feat: 8.72264575958252 (8.503030048153258) | > loss_mel: 15.179664611816406 (15.003085679155054) | > loss_duration: 1.5530459880828857 (1.6050378966137646) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.348142623901367 (30.068982535261448) | > grad_norm_1: tensor(1202.1943, device='cuda:0') (tensor(1019.1339, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.8933 (0.902301621630909) | > loader_time: 0.0107 (0.011370036660171137)  --> TIME: 2025-02-20 19:12:08 -- STEP: 173/924 -- GLOBAL_STEP: 148600 | > loss_disc: 2.091360569000244 (2.215835704968843) | > loss_disc_real_0: 0.08399949967861176 (0.12745358803540974) | > loss_disc_real_1: 0.17079660296440125 (0.1891761419573272) | > loss_disc_real_2: 0.20019905269145966 (0.20002684548411065) | > loss_disc_real_3: 0.2132076472043991 (0.20444717219454706) | > loss_disc_real_4: 0.21349450945854187 (0.20724954658505546) | > loss_disc_real_5: 0.17359693348407745 (0.19863707188925983) | > loss_0: 2.091360569000244 (2.215835704968843) | > grad_norm_0: tensor(53.2729, device='cuda:0') (tensor(61.6061, device='cuda:0')) | > loss_gen: 2.996077537536621 (2.8067286248841046) | > loss_kl: 2.131669044494629 (2.16323043569664) | > loss_feat: 9.227678298950195 (8.566989286786557) | > loss_mel: 15.48895263671875 (15.059043685824886) | > loss_duration: 1.5978888273239136 (1.6044195642361063) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.44226837158203 (30.200411603629934) | > grad_norm_1: tensor(1178.7349, device='cuda:0') (tensor(1007.7708, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.8734 (0.9038581159073493) | > loader_time: 0.0099 (0.01136013538162144)  --> TIME: 2025-02-20 19:12:54 -- STEP: 223/924 -- GLOBAL_STEP: 148650 | > loss_disc: 2.5571537017822266 (2.212261914137768) | > loss_disc_real_0: 0.2491747885942459 (0.1264005975271553) | > loss_disc_real_1: 0.174608513712883 (0.18883113736796278) | > loss_disc_real_2: 0.22577254474163055 (0.20005685077654406) | > loss_disc_real_3: 0.1645195633172989 (0.20396505730569095) | > loss_disc_real_4: 0.23182566463947296 (0.20699166182445303) | > loss_disc_real_5: 0.18596519529819489 (0.19926415397180028) | > loss_0: 2.5571537017822266 (2.212261914137768) | > grad_norm_0: tensor(97.1242, device='cuda:0') (tensor(59.3627, device='cuda:0')) | > loss_gen: 2.481363534927368 (2.808631748361973) | > loss_kl: 2.1708085536956787 (2.1582162134315923) | > loss_feat: 7.427383899688721 (8.595294958807425) | > loss_mel: 13.002934455871582 (15.0920701091065) | > loss_duration: 1.592704176902771 (1.6040020470127396) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.675195693969727 (30.258215044645986) | > grad_norm_1: tensor(467.9895, device='cuda:0') (tensor(1013.3234, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.8779 (0.9047496340199971) | > loader_time: 0.0103 (0.01132107957061631)  --> TIME: 2025-02-20 19:13:40 -- STEP: 273/924 -- GLOBAL_STEP: 148700 | > loss_disc: 2.337583065032959 (2.2146737387765465) | > loss_disc_real_0: 0.07396984845399857 (0.1262020922296648) | > loss_disc_real_1: 0.20757745206356049 (0.1892158933829912) | > loss_disc_real_2: 0.20502515137195587 (0.20134711522104104) | > loss_disc_real_3: 0.19967004656791687 (0.20373699767685635) | > loss_disc_real_4: 0.25329190492630005 (0.2064891645323226) | > loss_disc_real_5: 0.2057580053806305 (0.199987666838335) | > loss_0: 2.337583065032959 (2.2146737387765465) | > grad_norm_0: tensor(39.4405, device='cuda:0') (tensor(58.6064, device='cuda:0')) | > loss_gen: 2.642399787902832 (2.8115580143072667) | > loss_kl: 2.0702121257781982 (2.154581499187063) | > loss_feat: 8.373998641967773 (8.596946955600501) | > loss_mel: 15.019391059875488 (15.104411334781856) | > loss_duration: 1.630272626876831 (1.604800603328607) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.73627471923828 (30.27229837969546) | > grad_norm_1: tensor(1055.4182, device='cuda:0') (tensor(999.6193, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.9034 (0.9037747714982364) | > loader_time: 0.0112 (0.011310646385500285)  --> TIME: 2025-02-20 19:14:26 -- STEP: 323/924 -- GLOBAL_STEP: 148750 | > loss_disc: 2.3146021366119385 (2.2200072125384698) | > loss_disc_real_0: 0.091766856610775 (0.12704552924577647) | > loss_disc_real_1: 0.22029289603233337 (0.1895473536692168) | > loss_disc_real_2: 0.20049265027046204 (0.20140084997972837) | > loss_disc_real_3: 0.24015803635120392 (0.2045352468641919) | > loss_disc_real_4: 0.2430417388677597 (0.20663620365477942) | > loss_disc_real_5: 0.2091350555419922 (0.20060782443628214) | > loss_0: 2.3146021366119385 (2.2200072125384698) | > grad_norm_0: tensor(52.5933, device='cuda:0') (tensor(60.9515, device='cuda:0')) | > loss_gen: 2.840904474258423 (2.8084225381490997) | > loss_kl: 1.9594780206680298 (2.1561077659713215) | > loss_feat: 7.677740573883057 (8.563670624889452) | > loss_mel: 13.585237503051758 (15.083561389438877) | > loss_duration: 1.621591567993164 (1.604413461758995) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.684951782226562 (30.21617576433778) | > grad_norm_1: tensor(465.1992, device='cuda:0') (tensor(982.4627, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.9071 (0.9043727526354716) | > loader_time: 0.0116 (0.01136274382056836)  --> TIME: 2025-02-20 19:15:12 -- STEP: 373/924 -- GLOBAL_STEP: 148800 | > loss_disc: 2.278594493865967 (2.225374915005375) | > loss_disc_real_0: 0.25848186016082764 (0.12789148100259784) | > loss_disc_real_1: 0.17681899666786194 (0.18986157218029295) | > loss_disc_real_2: 0.2013649195432663 (0.20169012444268603) | > loss_disc_real_3: 0.20671319961547852 (0.20501912503076303) | > loss_disc_real_4: 0.21592941880226135 (0.20675594541406508) | > loss_disc_real_5: 0.19596968591213226 (0.20126397168668275) | > loss_0: 2.278594493865967 (2.225374915005375) | > grad_norm_0: tensor(130.1422, device='cuda:0') (tensor(60.8414, device='cuda:0')) | > loss_gen: 2.9348490238189697 (2.804400722718432) | > loss_kl: 2.0707051753997803 (2.1618897761480413) | > loss_feat: 8.754094123840332 (8.547895312628855) | > loss_mel: 15.995628356933594 (15.11687533401612) | > loss_duration: 1.5594115257263184 (1.6045517499581101) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.314687728881836 (30.23561286414916) | > grad_norm_1: tensor(1136.8108, device='cuda:0') (tensor(956.1552, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.8662 (0.9056827331675921) | > loader_time: 0.0093 (0.011349204398352086)  --> TIME: 2025-02-20 19:15:58 -- STEP: 423/924 -- GLOBAL_STEP: 148850 | > loss_disc: 2.412851572036743 (2.228858514035002) | > loss_disc_real_0: 0.1466822475194931 (0.12878944930878083) | > loss_disc_real_1: 0.2381277233362198 (0.18989964889860048) | > loss_disc_real_2: 0.23044952750205994 (0.20198169938920518) | > loss_disc_real_3: 0.21698445081710815 (0.20503648854880185) | > loss_disc_real_4: 0.2142670601606369 (0.20726060289581338) | > loss_disc_real_5: 0.22876295447349548 (0.20167855090565145) | > loss_0: 2.412851572036743 (2.228858514035002) | > grad_norm_0: tensor(24.5393, device='cuda:0') (tensor(58.9864, device='cuda:0')) | > loss_gen: 2.551931381225586 (2.797560251069126) | > loss_kl: 2.1812095642089844 (2.161754731590865) | > loss_feat: 6.641176700592041 (8.526882067921592) | > loss_mel: 13.105649948120117 (15.10686063879207) | > loss_duration: 1.660301923751831 (1.6046072923827117) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.140268325805664 (30.197664950756316) | > grad_norm_1: tensor(412.1696, device='cuda:0') (tensor(944.5909, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.8941 (0.9052213230313421) | > loader_time: 0.0108 (0.011312222649865119)  --> TIME: 2025-02-20 19:16:44 -- STEP: 473/924 -- GLOBAL_STEP: 148900 | > loss_disc: 2.1456189155578613 (2.230004702007544) | > loss_disc_real_0: 0.08283542096614838 (0.12920173232386528) | > loss_disc_real_1: 0.1942518949508667 (0.18975278561891518) | > loss_disc_real_2: 0.1987028867006302 (0.20236624849775126) | > loss_disc_real_3: 0.18913424015045166 (0.2050002710007714) | > loss_disc_real_4: 0.19426824152469635 (0.2072875933843738) | > loss_disc_real_5: 0.1537667065858841 (0.2014567584870481) | > loss_0: 2.1456189155578613 (2.230004702007544) | > grad_norm_0: tensor(59.0549, device='cuda:0') (tensor(58.6867, device='cuda:0')) | > loss_gen: 2.6931777000427246 (2.7967308747087936) | > loss_kl: 2.1471402645111084 (2.159733962811071) | > loss_feat: 8.210610389709473 (8.512051247643114) | > loss_mel: 14.218467712402344 (15.108896674867916) | > loss_duration: 1.6176486015319824 (1.6046351181780312) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.88704490661621 (30.18204787014403) | > grad_norm_1: tensor(1071.4568, device='cuda:0') (tensor(948.2045, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.9171 (0.905075720954395) | > loader_time: 0.0116 (0.01127434936184712)  --> TIME: 2025-02-20 19:17:30 -- STEP: 523/924 -- GLOBAL_STEP: 148950 | > loss_disc: 2.1821954250335693 (2.232700213647482) | > loss_disc_real_0: 0.20706883072853088 (0.12967824408816556) | > loss_disc_real_1: 0.17164301872253418 (0.18971843023145182) | > loss_disc_real_2: 0.18554545938968658 (0.2026878240060624) | > loss_disc_real_3: 0.19099396467208862 (0.20516872739358796) | > loss_disc_real_4: 0.22987022995948792 (0.20741138526062214) | > loss_disc_real_5: 0.195729061961174 (0.20210047211519386) | > loss_0: 2.1821954250335693 (2.232700213647482) | > grad_norm_0: tensor(84.7161, device='cuda:0') (tensor(59.4062, device='cuda:0')) | > loss_gen: 2.7639098167419434 (2.7889649918156882) | > loss_kl: 1.8492337465286255 (2.1557881503898355) | > loss_feat: 8.614490509033203 (8.494792606361058) | > loss_mel: 15.664081573486328 (15.104814478361812) | > loss_duration: 1.634645938873291 (1.6047477341518805) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.5263614654541 (30.149107953102593) | > grad_norm_1: tensor(1239.1664, device='cuda:0') (tensor(926.3541, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.9092 (0.9050090399572543) | > loader_time: 0.0136 (0.011244234117905453)  --> TIME: 2025-02-20 19:18:16 -- STEP: 573/924 -- GLOBAL_STEP: 149000 | > loss_disc: 2.2002882957458496 (2.2336747082532193) | > loss_disc_real_0: 0.1160203218460083 (0.12991245447237038) | > loss_disc_real_1: 0.17780034244060516 (0.18958732834245115) | > loss_disc_real_2: 0.16421231627464294 (0.20248492798047954) | > loss_disc_real_3: 0.17858165502548218 (0.20514018479962215) | > loss_disc_real_4: 0.21914216876029968 (0.20746896989370525) | > loss_disc_real_5: 0.21864286065101624 (0.20241407883624957) | > loss_0: 2.2002882957458496 (2.2336747082532193) | > grad_norm_0: tensor(52.4046, device='cuda:0') (tensor(58.9327, device='cuda:0')) | > loss_gen: 2.993109941482544 (2.7857502592795815) | > loss_kl: 2.0528037548065186 (2.1510151056719056) | > loss_feat: 8.345476150512695 (8.486702855760932) | > loss_mel: 14.560373306274414 (15.089844102842854) | > loss_duration: 1.6201151609420776 (1.6047080334984614) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.57187843322754 (30.11802037889837) | > grad_norm_1: tensor(839.3148, device='cuda:0') (tensor(929.5150, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.901 (0.9049901375595811) | > loader_time: 0.0118 (0.011259347772515051) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_149000.pth  --> TIME: 2025-02-20 19:19:05 -- STEP: 623/924 -- GLOBAL_STEP: 149050 | > loss_disc: 2.1936802864074707 (2.2351266796286575) | > loss_disc_real_0: 0.10907536000013351 (0.13033144128169524) | > loss_disc_real_1: 0.22105814516544342 (0.18976837001968175) | > loss_disc_real_2: 0.20585285127162933 (0.2026726793180881) | > loss_disc_real_3: 0.22679676115512848 (0.20544315556461903) | > loss_disc_real_4: 0.17395198345184326 (0.20745505452347424) | > loss_disc_real_5: 0.2467990517616272 (0.2025461852741852) | > loss_0: 2.1936802864074707 (2.2351266796286575) | > grad_norm_0: tensor(71.5904, device='cuda:0') (tensor(59.0212, device='cuda:0')) | > loss_gen: 2.966902494430542 (2.786319392068045) | > loss_kl: 2.046414375305176 (2.146121293354185) | > loss_feat: 9.449904441833496 (8.477381386305316) | > loss_mel: 15.927346229553223 (15.084322516072428) | > loss_duration: 1.5967395305633545 (1.6044652685881802) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.9873046875 (30.09860988145464) | > grad_norm_1: tensor(1110.2913, device='cuda:0') (tensor(932.6890, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.8751 (0.9052643232513966) | > loader_time: 0.0113 (0.011255109291015428)  --> TIME: 2025-02-20 19:19:51 -- STEP: 673/924 -- GLOBAL_STEP: 149100 | > loss_disc: 2.2656009197235107 (2.235126698176539) | > loss_disc_real_0: 0.1206035241484642 (0.1298420859326402) | > loss_disc_real_1: 0.1837620586156845 (0.18988636753800026) | > loss_disc_real_2: 0.21160060167312622 (0.20266615717850317) | > loss_disc_real_3: 0.2406577318906784 (0.20549742505507881) | > loss_disc_real_4: 0.225904643535614 (0.20739076776986323) | > loss_disc_real_5: 0.24525228142738342 (0.20254015145383283) | > loss_0: 2.2656009197235107 (2.235126698176539) | > grad_norm_0: tensor(81.8593, device='cuda:0') (tensor(59.3961, device='cuda:0')) | > loss_gen: 2.826254367828369 (2.786626419022036) | > loss_kl: 2.072042226791382 (2.1447382959887333) | > loss_feat: 7.893437385559082 (8.475788403407602) | > loss_mel: 14.626285552978516 (15.093146788949952) | > loss_duration: 1.5966384410858154 (1.60413245336439) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.014657974243164 (30.10443237950862) | > grad_norm_1: tensor(891.4822, device='cuda:0') (tensor(937.2180, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.8457 (0.9048266587958824) | > loader_time: 0.0089 (0.011269710039135966)  --> TIME: 2025-02-20 19:20:37 -- STEP: 723/924 -- GLOBAL_STEP: 149150 | > loss_disc: 2.111584424972534 (2.232578286161728) | > loss_disc_real_0: 0.050403300672769547 (0.12866329587738373) | > loss_disc_real_1: 0.22336532175540924 (0.18980255702389406) | > loss_disc_real_2: 0.22757796943187714 (0.2025141549473151) | > loss_disc_real_3: 0.2094162553548813 (0.2056526980294562) | > loss_disc_real_4: 0.24062617123126984 (0.20746363097618897) | > loss_disc_real_5: 0.18560048937797546 (0.20273292266646512) | > loss_0: 2.111584424972534 (2.232578286161728) | > grad_norm_0: tensor(57.6903, device='cuda:0') (tensor(59.3469, device='cuda:0')) | > loss_gen: 2.8718302249908447 (2.7901640235141074) | > loss_kl: 2.2012975215911865 (2.1428912220159515) | > loss_feat: 9.1979341506958 (8.489130119070477) | > loss_mel: 15.411834716796875 (15.104491312968781) | > loss_duration: 1.5563929080963135 (1.6042075224766916) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.239288330078125 (30.130884210103776) | > grad_norm_1: tensor(1270.3145, device='cuda:0') (tensor(941.8231, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.9703 (0.9053087620319668) | > loader_time: 0.0115 (0.011292588166676122)  --> TIME: 2025-02-20 19:21:23 -- STEP: 773/924 -- GLOBAL_STEP: 149200 | > loss_disc: 2.2250919342041016 (2.231029761408157) | > loss_disc_real_0: 0.13394932448863983 (0.12817232957517027) | > loss_disc_real_1: 0.19355612993240356 (0.18959814005496445) | > loss_disc_real_2: 0.1944553405046463 (0.20237884925916919) | > loss_disc_real_3: 0.20305542647838593 (0.20552674886248867) | > loss_disc_real_4: 0.21488390862941742 (0.20747644079302144) | > loss_disc_real_5: 0.18995025753974915 (0.20269118908691514) | > loss_0: 2.2250919342041016 (2.231029761408157) | > grad_norm_0: tensor(100.4271, device='cuda:0') (tensor(59.5023, device='cuda:0')) | > loss_gen: 2.7518467903137207 (2.7905389469931356) | > loss_kl: 2.135875940322876 (2.1429611780665065) | > loss_feat: 8.885894775390625 (8.49651519138786) | > loss_mel: 15.692978858947754 (15.106447137188633) | > loss_duration: 1.612056851387024 (1.604713335845325) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.078651428222656 (30.141175782079067) | > grad_norm_1: tensor(843.4766, device='cuda:0') (tensor(943.7039, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.9074 (0.905138871648179) | > loader_time: 0.0114 (0.011282308598230912)  --> TIME: 2025-02-20 19:22:08 -- STEP: 823/924 -- GLOBAL_STEP: 149250 | > loss_disc: 2.5475118160247803 (2.2296481339638907) | > loss_disc_real_0: 0.17718210816383362 (0.1275204856577866) | > loss_disc_real_1: 0.18539538979530334 (0.18943769646806255) | > loss_disc_real_2: 0.20242847502231598 (0.20232587726843307) | > loss_disc_real_3: 0.2400582730770111 (0.20552330264054416) | > loss_disc_real_4: 0.21597982943058014 (0.20750271013846236) | > loss_disc_real_5: 0.2483893632888794 (0.2026636184782766) | > loss_0: 2.5475118160247803 (2.2296481339638907) | > grad_norm_0: tensor(96.7418, device='cuda:0') (tensor(59.7885, device='cuda:0')) | > loss_gen: 2.47761607170105 (2.792932758354472) | > loss_kl: 2.320591688156128 (2.1468623013282024) | > loss_feat: 7.771498203277588 (8.50303522958211) | > loss_mel: 15.18349552154541 (15.106947296300172) | > loss_duration: 1.5824873447418213 (1.6043835790015362) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.3356876373291 (30.154161163552562) | > grad_norm_1: tensor(342.7484, device='cuda:0') (tensor(942.7109, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.8885 (0.9040860570650344) | > loader_time: 0.0106 (0.011279737674161556)  --> TIME: 2025-02-20 19:22:54 -- STEP: 873/924 -- GLOBAL_STEP: 149300 | > loss_disc: 2.328214168548584 (2.2297303066220904) | > loss_disc_real_0: 0.10558567196130753 (0.12751812272345606) | > loss_disc_real_1: 0.18194761872291565 (0.18944028311783517) | > loss_disc_real_2: 0.1991250216960907 (0.2026307914845585) | > loss_disc_real_3: 0.22445425391197205 (0.20540955109694575) | > loss_disc_real_4: 0.21658505499362946 (0.20743130229387913) | > loss_disc_real_5: 0.19533097743988037 (0.20256523076201619) | > loss_0: 2.328214168548584 (2.2297303066220904) | > grad_norm_0: tensor(39.1679, device='cuda:0') (tensor(59.3681, device='cuda:0')) | > loss_gen: 2.5381689071655273 (2.792978272814929) | > loss_kl: 2.132413864135742 (2.148556257577832) | > loss_feat: 7.019835472106934 (8.503958226342663) | > loss_mel: 12.454870223999023 (15.107348976266342) | > loss_duration: 1.5980310440063477 (1.6043747847842182) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.74332046508789 (30.15721653635696) | > grad_norm_1: tensor(1104.8978, device='cuda:0') (tensor(943.0635, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.9081 (0.9034801184926246) | > loader_time: 0.0114 (0.01127785096053815)  --> TIME: 2025-02-20 19:23:39 -- STEP: 923/924 -- GLOBAL_STEP: 149350 | > loss_disc: 2.1609110832214355 (2.2272928554084443) | > loss_disc_real_0: 0.11803579330444336 (0.1268989914303739) | > loss_disc_real_1: 0.19495415687561035 (0.18920477438528396) | > loss_disc_real_2: 0.18278297781944275 (0.20245729669331206) | > loss_disc_real_3: 0.17821282148361206 (0.20532103749809394) | > loss_disc_real_4: 0.24134357273578644 (0.20738278017788) | > loss_disc_real_5: 0.1677718460559845 (0.20239153401048302) | > loss_0: 2.1609110832214355 (2.2272928554084443) | > grad_norm_0: tensor(59.8317, device='cuda:0') (tensor(59.1846, device='cuda:0')) | > loss_gen: 2.8922488689422607 (2.7959226275575233) | > loss_kl: 2.184295415878296 (2.14957129438675) | > loss_feat: 8.707592010498047 (8.51495191051281) | > loss_mel: 14.923656463623047 (15.112020563846807) | > loss_duration: 1.592774510383606 (1.6039908903520772) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.300567626953125 (30.176457298667305) | > grad_norm_1: tensor(1226.9854, device='cuda:0') (tensor(950.7225, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.788 (0.902422658025508) | > loader_time: 0.0079 (0.011233372910438612)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3484370708465576 (2.3484370708465576) | > loss_disc_real_0: 0.13781236112117767 (0.13781236112117767) | > loss_disc_real_1: 0.2129552811384201 (0.2129552811384201) | > loss_disc_real_2: 0.22677327692508698 (0.22677327692508698) | > loss_disc_real_3: 0.21691517531871796 (0.21691517531871796) | > loss_disc_real_4: 0.21496911346912384 (0.21496911346912384) | > loss_disc_real_5: 0.22064734995365143 (0.22064734995365143) | > loss_0: 2.3484370708465576 (2.3484370708465576) | > loss_gen: 2.6280364990234375 (2.6280364990234375) | > loss_kl: 2.149827241897583 (2.149827241897583) | > loss_feat: 8.0606689453125 (8.0606689453125) | > loss_mel: 14.373693466186523 (14.373693466186523) | > loss_duration: 1.6726388931274414 (1.6726388931274414) | > loss_1: 28.884864807128906 (28.884864807128906)  --> STEP: 1 | > loss_disc: 2.3678038120269775 (2.3678038120269775) | > loss_disc_real_0: 0.1673193871974945 (0.1673193871974945) | > loss_disc_real_1: 0.21859540045261383 (0.21859540045261383) | > loss_disc_real_2: 0.23453262448310852 (0.23453262448310852) | > loss_disc_real_3: 0.22691510617733002 (0.22691510617733002) | > loss_disc_real_4: 0.24314486980438232 (0.24314486980438232) | > loss_disc_real_5: 0.21626560389995575 (0.21626560389995575) | > loss_0: 2.3678038120269775 (2.3678038120269775) | > loss_gen: 2.6953094005584717 (2.6953094005584717) | > loss_kl: 2.178328514099121 (2.178328514099121) | > loss_feat: 7.935692310333252 (7.935692310333252) | > loss_mel: 13.952812194824219 (13.952812194824219) | > loss_duration: 1.663675308227539 (1.663675308227539) | > loss_1: 28.425817489624023 (28.425817489624023)  --> STEP: 2 | > loss_disc: 2.344346284866333 (2.3560750484466553) | > loss_disc_real_0: 0.13496053218841553 (0.15113995969295502) | > loss_disc_real_1: 0.21025347709655762 (0.21442443877458572) | > loss_disc_real_2: 0.22638316452503204 (0.23045789450407028) | > loss_disc_real_3: 0.20993708074092865 (0.21842609345912933) | > loss_disc_real_4: 0.24872741103172302 (0.24593614041805267) | > loss_disc_real_5: 0.18116280436515808 (0.19871420413255692) | > loss_0: 2.344346284866333 (2.3560750484466553) | > loss_gen: 2.55648136138916 (2.625895380973816) | > loss_kl: 2.323744773864746 (2.2510366439819336) | > loss_feat: 7.581142902374268 (7.75841760635376) | > loss_mel: 13.926946640014648 (13.939879417419434) | > loss_duration: 1.5845340490341187 (1.6241046786308289) | > loss_1: 27.972850799560547 (28.199334144592285)  --> STEP: 3 | > loss_disc: 2.3317501544952393 (2.34796675046285) | > loss_disc_real_0: 0.16094297170639038 (0.15440763036410013) | > loss_disc_real_1: 0.2156812995672226 (0.21484339237213135) | > loss_disc_real_2: 0.23160849511623383 (0.23084142804145813) | > loss_disc_real_3: 0.24710261821746826 (0.2279849350452423) | > loss_disc_real_4: 0.24642537534236908 (0.24609921872615814) | > loss_disc_real_5: 0.20438924431800842 (0.20060588419437408) | > loss_0: 2.3317501544952393 (2.34796675046285) | > loss_gen: 2.6809515953063965 (2.6442474524180093) | > loss_kl: 2.259295701980591 (2.2537896633148193) | > loss_feat: 6.573795318603516 (7.363543510437012) | > loss_mel: 12.957162857055664 (13.61230723063151) | > loss_duration: 1.6660387516021729 (1.6380827029546101) | > loss_1: 26.137243270874023 (27.51197052001953)  --> STEP: 4 | > loss_disc: 2.451282501220703 (2.3737956881523132) | > loss_disc_real_0: 0.16808059811592102 (0.15782587230205536) | > loss_disc_real_1: 0.21339485049247742 (0.21448125690221786) | > loss_disc_real_2: 0.24901683628559113 (0.23538528010249138) | > loss_disc_real_3: 0.23846368491649628 (0.2306046225130558) | > loss_disc_real_4: 0.24884094297885895 (0.24678464978933334) | > loss_disc_real_5: 0.23261022567749023 (0.20860696956515312) | > loss_0: 2.451282501220703 (2.3737956881523132) | > loss_gen: 2.5336573123931885 (2.616599917411804) | > loss_kl: 1.915097713470459 (2.1691166758537292) | > loss_feat: 6.163375377655029 (7.063501477241516) | > loss_mel: 12.550785064697266 (13.34692668914795) | > loss_duration: 1.7631235122680664 (1.6693429052829742) | > loss_1: 24.926036834716797 (26.865487098693848)  --> STEP: 5 | > loss_disc: 2.284381151199341 (2.355912780761719) | > loss_disc_real_0: 0.1864735335111618 (0.16355540454387665) | > loss_disc_real_1: 0.19840402901172638 (0.21126581132411956) | > loss_disc_real_2: 0.24613243341445923 (0.23753471076488494) | > loss_disc_real_3: 0.2361440658569336 (0.23171251118183137) | > loss_disc_real_4: 0.23848620057106018 (0.2451249599456787) | > loss_disc_real_5: 0.13055716454982758 (0.192997008562088) | > loss_0: 2.284381151199341 (2.355912780761719) | > loss_gen: 2.7037744522094727 (2.634034824371338) | > loss_kl: 2.145353317260742 (2.1643640041351317) | > loss_feat: 7.243136882781982 (7.09942855834961) | > loss_mel: 13.134294509887695 (13.3044002532959) | > loss_duration: 1.5427438020706177 (1.6440230846405028) | > loss_1: 26.769302368164062 (26.846250152587892) --> EVAL PERFORMANCE | > avg_loader_time: 0.15512781143188475 (-0.0014853000640869252) | > avg_loss_disc: 2.355912780761719 (+0.028892374038696378) | > avg_loss_disc_real_0: 0.16355540454387665 (-0.1195459336042404) | > avg_loss_disc_real_1: 0.21126581132411956 (+0.009100329875946028) | > avg_loss_disc_real_2: 0.23753471076488494 (+0.03378119468688964) | > avg_loss_disc_real_3: 0.23171251118183137 (-0.0028073221445083507) | > avg_loss_disc_real_4: 0.2451249599456787 (+0.03467839360237121) | > avg_loss_disc_real_5: 0.192997008562088 (-0.055245575308799755) | > avg_loss_0: 2.355912780761719 (+0.028892374038696378) | > avg_loss_gen: 2.634034824371338 (-0.39829301834106445) | > avg_loss_kl: 2.1643640041351317 (+0.15476269721984837) | > avg_loss_feat: 7.09942855834961 (-0.4509150505065911) | > avg_loss_mel: 13.3044002532959 (-0.8995565414428697) | > avg_loss_duration: 1.6440230846405028 (-0.003289532661438166) | > avg_loss_1: 26.846250152587892 (-1.5972919464111328)  > EPOCH: 112/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 19:23:48)   --> TIME: 2025-02-20 19:24:35 -- STEP: 49/924 -- GLOBAL_STEP: 149400 | > loss_disc: 2.292435646057129 (2.2094374870767406) | > loss_disc_real_0: 0.06280247867107391 (0.12915315425821713) | > loss_disc_real_1: 0.17576280236244202 (0.1862789000175437) | > loss_disc_real_2: 0.20532621443271637 (0.2017280021492316) | > loss_disc_real_3: 0.2150041162967682 (0.20458819124163413) | > loss_disc_real_4: 0.21068961918354034 (0.20605382931475735) | > loss_disc_real_5: 0.17703518271446228 (0.19928657917343837) | > loss_0: 2.292435646057129 (2.2094374870767406) | > grad_norm_0: tensor(45.5447, device='cuda:0') (tensor(66.2914, device='cuda:0')) | > loss_gen: 2.454233169555664 (2.831542024807055) | > loss_kl: 1.987398386001587 (2.1654156349143214) | > loss_feat: 7.33511209487915 (8.582614626203267) | > loss_mel: 12.252350807189941 (15.003043447222028) | > loss_duration: 1.6493059396743774 (1.6063238698609021) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.67840003967285 (30.18893965896295) | > grad_norm_1: tensor(853.8219, device='cuda:0') (tensor(1049.6194, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.9156 (0.8959462058787443) | > loader_time: 0.012 (0.010794172481614716)  --> TIME: 2025-02-20 19:25:21 -- STEP: 99/924 -- GLOBAL_STEP: 149450 | > loss_disc: 2.224174976348877 (2.212434573607011) | > loss_disc_real_0: 0.1705656796693802 (0.12502323444744554) | > loss_disc_real_1: 0.1635393649339676 (0.1888141595956051) | > loss_disc_real_2: 0.17619718611240387 (0.2012024699437498) | > loss_disc_real_3: 0.155515655875206 (0.20349267802455204) | > loss_disc_real_4: 0.18311883509159088 (0.20652530951933426) | > loss_disc_real_5: 0.16418398916721344 (0.19968002131490997) | > loss_0: 2.224174976348877 (2.212434573607011) | > grad_norm_0: tensor(95.4097, device='cuda:0') (tensor(61.9069, device='cuda:0')) | > loss_gen: 2.8709163665771484 (2.8306783714679766) | > loss_kl: 2.2216005325317383 (2.143923058654324) | > loss_feat: 10.055295944213867 (8.61766863350916) | > loss_mel: 16.428308486938477 (15.185808923509386) | > loss_duration: 1.5839225053787231 (1.605334728655189) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.16004180908203 (30.383413854271474) | > grad_norm_1: tensor(1249.1168, device='cuda:0') (tensor(1014.1940, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.8179 (0.8992667487173369) | > loader_time: 0.0092 (0.011102635451037474)  --> TIME: 2025-02-20 19:26:07 -- STEP: 149/924 -- GLOBAL_STEP: 149500 | > loss_disc: 2.2504560947418213 (2.206531108625783) | > loss_disc_real_0: 0.10101131349802017 (0.1231404768190528) | > loss_disc_real_1: 0.17148391902446747 (0.18786330051070088) | > loss_disc_real_2: 0.23823978006839752 (0.2013534510495679) | > loss_disc_real_3: 0.17634789645671844 (0.20452027232854958) | > loss_disc_real_4: 0.23371870815753937 (0.20610457278738084) | > loss_disc_real_5: 0.20960113406181335 (0.19946066445152236) | > loss_0: 2.2504560947418213 (2.206531108625783) | > grad_norm_0: tensor(38.7838, device='cuda:0') (tensor(59.7201, device='cuda:0')) | > loss_gen: 2.746624708175659 (2.827301647839131) | > loss_kl: 2.223478078842163 (2.1431539490718983) | > loss_feat: 7.611435413360596 (8.596138429321696) | > loss_mel: 13.715483665466309 (15.186707650255038) | > loss_duration: 1.5875740051269531 (1.6053064693540537) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.884593963623047 (30.358608220247614) | > grad_norm_1: tensor(1297.6339, device='cuda:0') (tensor(1008.3710, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.9383 (0.8979333535136792) | > loader_time: 0.0119 (0.011135592556639803)  --> TIME: 2025-02-20 19:26:52 -- STEP: 199/924 -- GLOBAL_STEP: 149550 | > loss_disc: 2.3378283977508545 (2.2171426262687794) | > loss_disc_real_0: 0.1605292111635208 (0.1259221780165356) | > loss_disc_real_1: 0.20329900085926056 (0.1879039137207683) | > loss_disc_real_2: 0.19809624552726746 (0.20225645422036928) | > loss_disc_real_3: 0.21640898287296295 (0.20501341681983604) | > loss_disc_real_4: 0.22031491994857788 (0.20646439350430087) | > loss_disc_real_5: 0.21936635673046112 (0.19962250677185442) | > loss_0: 2.3378283977508545 (2.2171426262687794) | > grad_norm_0: tensor(19.3104, device='cuda:0') (tensor(58.4376, device='cuda:0')) | > loss_gen: 2.5769214630126953 (2.816355929302809) | > loss_kl: 2.176137685775757 (2.153236989998939) | > loss_feat: 6.736937522888184 (8.537109226437668) | > loss_mel: 13.573122024536133 (15.122492488305173) | > loss_duration: 1.6678154468536377 (1.602598923534604) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.73093605041504 (30.23179357135715) | > grad_norm_1: tensor(602.8726, device='cuda:0') (tensor(993.2364, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.9224 (0.8981447926717787) | > loader_time: 0.0123 (0.011180748292549171)  --> TIME: 2025-02-20 19:27:38 -- STEP: 249/924 -- GLOBAL_STEP: 149600 | > loss_disc: 2.200422763824463 (2.2150347912646664) | > loss_disc_real_0: 0.10775696486234665 (0.1253121172089176) | > loss_disc_real_1: 0.22543972730636597 (0.18807857950408774) | > loss_disc_real_2: 0.2145671546459198 (0.20246292925982115) | > loss_disc_real_3: 0.22454695403575897 (0.20481849500692514) | > loss_disc_real_4: 0.22490859031677246 (0.20619491023950307) | > loss_disc_real_5: 0.22942587733268738 (0.20049389837736106) | > loss_0: 2.200422763824463 (2.2150347912646664) | > grad_norm_0: tensor(36.3115, device='cuda:0') (tensor(57.9733, device='cuda:0')) | > loss_gen: 2.8389313220977783 (2.813650026857613) | > loss_kl: 2.1655054092407227 (2.153940057658766) | > loss_feat: 7.693508625030518 (8.549476836101114) | > loss_mel: 14.355650901794434 (15.128010784287051) | > loss_duration: 1.6315925121307373 (1.604250571335176) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.68518829345703 (30.249328207299413) | > grad_norm_1: tensor(1151.4623, device='cuda:0') (tensor(1012.0574, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.8924 (0.899091646853221) | > loader_time: 0.0104 (0.011231700100573191)  --> TIME: 2025-02-20 19:28:25 -- STEP: 299/924 -- GLOBAL_STEP: 149650 | > loss_disc: 2.0616722106933594 (2.2228908654439397) | > loss_disc_real_0: 0.10974857956171036 (0.12817723137080478) | > loss_disc_real_1: 0.1943955272436142 (0.18847447646202445) | > loss_disc_real_2: 0.21298848092556 (0.2025820860595607) | > loss_disc_real_3: 0.22979511320590973 (0.20492016566437624) | > loss_disc_real_4: 0.19825659692287445 (0.20661383463586847) | > loss_disc_real_5: 0.2347845882177353 (0.20093934307728323) | > loss_0: 2.0616722106933594 (2.2228908654439397) | > grad_norm_0: tensor(48.5309, device='cuda:0') (tensor(57.5919, device='cuda:0')) | > loss_gen: 3.1177568435668945 (2.8096605216380346) | > loss_kl: 2.1399552822113037 (2.1440224719286753) | > loss_feat: 9.54878044128418 (8.548938500841322) | > loss_mel: 16.603546142578125 (15.111605794134746) | > loss_duration: 1.6155650615692139 (1.6041731682908176) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.025604248046875 (30.21840041935643) | > grad_norm_1: tensor(1268.9764, device='cuda:0') (tensor(983.3262, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.9174 (0.9013066937692191) | > loader_time: 0.0109 (0.011239641884896264)  --> TIME: 2025-02-20 19:29:11 -- STEP: 349/924 -- GLOBAL_STEP: 149700 | > loss_disc: 2.129915237426758 (2.223241412195571) | > loss_disc_real_0: 0.07332522422075272 (0.12717428611308604) | > loss_disc_real_1: 0.2114717960357666 (0.18894544280104775) | > loss_disc_real_2: 0.2035154551267624 (0.20278041308110628) | > loss_disc_real_3: 0.21121498942375183 (0.20501781423658902) | > loss_disc_real_4: 0.2204272300004959 (0.20709517956804752) | > loss_disc_real_5: 0.20679330825805664 (0.2012468147756035) | > loss_0: 2.129915237426758 (2.223241412195571) | > grad_norm_0: tensor(37.0350, device='cuda:0') (tensor(58.3653, device='cuda:0')) | > loss_gen: 3.0136361122131348 (2.8057053970402506) | > loss_kl: 2.0656769275665283 (2.1479514328319906) | > loss_feat: 9.47908878326416 (8.537022740929721) | > loss_mel: 15.386764526367188 (15.096823766101739) | > loss_duration: 1.6284408569335938 (1.604525916214317) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.573606491088867 (30.19202925345959) | > grad_norm_1: tensor(1197.8363, device='cuda:0') (tensor(987.8450, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.9108 (0.9027730414382368) | > loader_time: 0.0153 (0.011263421066852547)  --> TIME: 2025-02-20 19:29:57 -- STEP: 399/924 -- GLOBAL_STEP: 149750 | > loss_disc: 2.3181653022766113 (2.226725902473718) | > loss_disc_real_0: 0.11528502404689789 (0.1283617249426239) | > loss_disc_real_1: 0.16119053959846497 (0.18913223101456353) | > loss_disc_real_2: 0.19029644131660461 (0.20290138910438185) | > loss_disc_real_3: 0.22128239274024963 (0.20506669005803896) | > loss_disc_real_4: 0.19726087152957916 (0.20714680413554484) | > loss_disc_real_5: 0.25737613439559937 (0.20129416042700743) | > loss_0: 2.3181653022766113 (2.226725902473718) | > grad_norm_0: tensor(77.3544, device='cuda:0') (tensor(60.5403, device='cuda:0')) | > loss_gen: 2.6367993354797363 (2.807326584531551) | > loss_kl: 2.0311458110809326 (2.153680766734263) | > loss_feat: 7.742851257324219 (8.527607602284368) | > loss_mel: 13.791610717773438 (15.094815411962065) | > loss_duration: 1.5851755142211914 (1.604711123277669) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.787582397460938 (30.188141504923504) | > grad_norm_1: tensor(958.7783, device='cuda:0') (tensor(979.9804, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.9223 (0.9030884722420448) | > loader_time: 0.0177 (0.011258369101617562)  --> TIME: 2025-02-20 19:30:43 -- STEP: 449/924 -- GLOBAL_STEP: 149800 | > loss_disc: 2.214158535003662 (2.223816906954506) | > loss_disc_real_0: 0.13893695175647736 (0.126395742676505) | > loss_disc_real_1: 0.1673346906900406 (0.189361060000873) | > loss_disc_real_2: 0.18994618952274323 (0.20265205645879816) | > loss_disc_real_3: 0.22687244415283203 (0.20504022948858733) | > loss_disc_real_4: 0.2004178911447525 (0.20724638181433647) | > loss_disc_real_5: 0.17462868988513947 (0.20116871097571065) | > loss_0: 2.214158535003662 (2.223816906954506) | > grad_norm_0: tensor(74.2073, device='cuda:0') (tensor(60.9356, device='cuda:0')) | > loss_gen: 2.8339035511016846 (2.81408847785474) | > loss_kl: 2.1663835048675537 (2.1503373193316038) | > loss_feat: 9.032984733581543 (8.544848799971003) | > loss_mel: 15.206117630004883 (15.130088336749173) | > loss_duration: 1.6093963384628296 (1.6045202903598879) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.848787307739258 (30.2438832306384) | > grad_norm_1: tensor(1052.9270, device='cuda:0') (tensor(982.0208, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.9124 (0.9032081384170295) | > loader_time: 0.0118 (0.011257681389959452)  --> TIME: 2025-02-20 19:31:29 -- STEP: 499/924 -- GLOBAL_STEP: 149850 | > loss_disc: 2.2323036193847656 (2.223396757800499) | > loss_disc_real_0: 0.08284223824739456 (0.12559182031121188) | > loss_disc_real_1: 0.15984514355659485 (0.18946411574113814) | > loss_disc_real_2: 0.20035293698310852 (0.20279387642959792) | > loss_disc_real_3: 0.21684345602989197 (0.20526319455527112) | > loss_disc_real_4: 0.17168587446212769 (0.2070121250016417) | > loss_disc_real_5: 0.20469175279140472 (0.20129955400206997) | > loss_0: 2.2323036193847656 (2.223396757800499) | > grad_norm_0: tensor(35.9165, device='cuda:0') (tensor(61.5546, device='cuda:0')) | > loss_gen: 2.63432240486145 (2.8162363712677747) | > loss_kl: 2.2450814247131348 (2.1492021845911204) | > loss_feat: 9.025460243225098 (8.549754428481291) | > loss_mel: 15.237732887268066 (15.12464255369259) | > loss_duration: 1.6430460214614868 (1.604358472661647) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.785642623901367 (30.244194004005326) | > grad_norm_1: tensor(992.3193, device='cuda:0') (tensor(992.5884, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.8739 (0.903769523681763) | > loader_time: 0.0105 (0.011283924202164088)  --> TIME: 2025-02-20 19:32:16 -- STEP: 549/924 -- GLOBAL_STEP: 149900 | > loss_disc: 2.252725601196289 (2.2240823385711157) | > loss_disc_real_0: 0.12853629887104034 (0.12551488253696805) | > loss_disc_real_1: 0.22822287678718567 (0.18951540828456856) | > loss_disc_real_2: 0.18527312576770782 (0.20283422579747953) | > loss_disc_real_3: 0.23981700837612152 (0.20519620736548588) | > loss_disc_real_4: 0.23437203466892242 (0.2071784412546019) | > loss_disc_real_5: 0.17927847802639008 (0.20163876086962026) | > loss_0: 2.252725601196289 (2.2240823385711157) | > grad_norm_0: tensor(87.6085, device='cuda:0') (tensor(62.2968, device='cuda:0')) | > loss_gen: 2.7766008377075195 (2.8125225933088855) | > loss_kl: 2.1969592571258545 (2.1503701507502337) | > loss_feat: 7.959866046905518 (8.535961483779936) | > loss_mel: 14.086660385131836 (15.113280037496041) | > loss_duration: 1.6107110977172852 (1.6047440437236986) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.630794525146484 (30.216878279527897) | > grad_norm_1: tensor(1265.4268, device='cuda:0') (tensor(1001.8483, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.9224 (0.9039574173195986) | > loader_time: 0.0117 (0.011314323473932091)  --> TIME: 2025-02-20 19:33:01 -- STEP: 599/924 -- GLOBAL_STEP: 149950 | > loss_disc: 2.256453275680542 (2.227147423763309) | > loss_disc_real_0: 0.11708783358335495 (0.12573698363912134) | > loss_disc_real_1: 0.19983242452144623 (0.1895884362629339) | > loss_disc_real_2: 0.2507408857345581 (0.2031947728588506) | > loss_disc_real_3: 0.21597477793693542 (0.2052711595428208) | > loss_disc_real_4: 0.23019687831401825 (0.20715406778360243) | > loss_disc_real_5: 0.21215087175369263 (0.20218847741766255) | > loss_0: 2.256453275680542 (2.227147423763309) | > grad_norm_0: tensor(64.6917, device='cuda:0') (tensor(62.6489, device='cuda:0')) | > loss_gen: 2.833266496658325 (2.810424430541483) | > loss_kl: 2.19521164894104 (2.1486880639956665) | > loss_feat: 9.092391014099121 (8.525440100636429) | > loss_mel: 15.66490650177002 (15.107292078174215) | > loss_duration: 1.5866559743881226 (1.6043549967130557) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.372432708740234 (30.19619964000976) | > grad_norm_1: tensor(926.9598, device='cuda:0') (tensor(1000.3971, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.9265 (0.9038142931083208) | > loader_time: 0.0114 (0.011333276911052516)  --> TIME: 2025-02-20 19:33:48 -- STEP: 649/924 -- GLOBAL_STEP: 150000 | > loss_disc: 2.153627634048462 (2.2269568503913266) | > loss_disc_real_0: 0.1730155646800995 (0.12574774052700943) | > loss_disc_real_1: 0.17600037157535553 (0.18931607092703445) | > loss_disc_real_2: 0.19145435094833374 (0.2032066343010666) | > loss_disc_real_3: 0.22140125930309296 (0.20538214987892942) | > loss_disc_real_4: 0.23503175377845764 (0.20731508366775073) | > loss_disc_real_5: 0.182668998837471 (0.2021792654998498) | > loss_0: 2.153627634048462 (2.2269568503913266) | > grad_norm_0: tensor(92.2901, device='cuda:0') (tensor(63.0953, device='cuda:0')) | > loss_gen: 3.0853898525238037 (2.810839307693929) | > loss_kl: 2.090775728225708 (2.1474277361515663) | > loss_feat: 10.110920906066895 (8.532892938387596) | > loss_mel: 16.2152099609375 (15.112911230243043) | > loss_duration: 1.5883233547210693 (1.6039327618153694) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.09061813354492 (30.208003939024657) | > grad_norm_1: tensor(948.9540, device='cuda:0') (tensor(1003.9298, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.9128 (0.9048757395134501) | > loader_time: 0.014 (0.01134512714685754) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_150000.pth  --> TIME: 2025-02-20 19:34:37 -- STEP: 699/924 -- GLOBAL_STEP: 150050 | > loss_disc: 2.270963668823242 (2.224362297460589) | > loss_disc_real_0: 0.09607019275426865 (0.12484023732816725) | > loss_disc_real_1: 0.2286968231201172 (0.18928948380532712) | > loss_disc_real_2: 0.1799645572900772 (0.20311154853632526) | > loss_disc_real_3: 0.2054917961359024 (0.20545142822937554) | > loss_disc_real_4: 0.18193306028842926 (0.20724661479862633) | > loss_disc_real_5: 0.2071661800146103 (0.20164216530425363) | > loss_0: 2.270963668823242 (2.224362297460589) | > grad_norm_0: tensor(56.2540, device='cuda:0') (tensor(63.4531, device='cuda:0')) | > loss_gen: 2.718442678451538 (2.8130787326201534) | > loss_kl: 2.1697728633880615 (2.1433705364344626) | > loss_feat: 8.58712387084961 (8.544525056437868) | > loss_mel: 15.018977165222168 (15.111915365991333) | > loss_duration: 1.5504779815673828 (1.603909269081847) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.044795989990234 (30.216798929697454) | > grad_norm_1: tensor(1081.5690, device='cuda:0') (tensor(1007.7797, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.9226 (0.9047930762491513) | > loader_time: 0.0113 (0.01136832789801732)  --> TIME: 2025-02-20 19:35:23 -- STEP: 749/924 -- GLOBAL_STEP: 150100 | > loss_disc: 2.149289846420288 (2.226253542467178) | > loss_disc_real_0: 0.13499091565608978 (0.1250685629383904) | > loss_disc_real_1: 0.1843802034854889 (0.18955193711656132) | > loss_disc_real_2: 0.22399665415287018 (0.20328102401085948) | > loss_disc_real_3: 0.20324207842350006 (0.2055831667339212) | > loss_disc_real_4: 0.23501993715763092 (0.20735072031199375) | > loss_disc_real_5: 0.24087977409362793 (0.20188299820165298) | > loss_0: 2.149289846420288 (2.226253542467178) | > grad_norm_0: tensor(60.7276, device='cuda:0') (tensor(63.3933, device='cuda:0')) | > loss_gen: 3.0377564430236816 (2.8116331148211247) | > loss_kl: 2.163208484649658 (2.1417579601539942) | > loss_feat: 9.165851593017578 (8.540971866755362) | > loss_mel: 16.340665817260742 (15.118225148586788) | > loss_duration: 1.5895136594772339 (1.6037309099739798) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.296993255615234 (30.2163189581144) | > grad_norm_1: tensor(1410.6625, device='cuda:0') (tensor(1008.0095, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.896 (0.9051178969114582) | > loader_time: 0.0132 (0.011365895277667577)  --> TIME: 2025-02-20 19:36:08 -- STEP: 799/924 -- GLOBAL_STEP: 150150 | > loss_disc: 2.220193862915039 (2.227111747476726) | > loss_disc_real_0: 0.30918779969215393 (0.12614390585520252) | > loss_disc_real_1: 0.19826830923557281 (0.18944541234359888) | > loss_disc_real_2: 0.20508334040641785 (0.20309274657646917) | > loss_disc_real_3: 0.19879263639450073 (0.20576006442644115) | > loss_disc_real_4: 0.20106150209903717 (0.20721661731209115) | > loss_disc_real_5: 0.18434201180934906 (0.20154349261589438) | > loss_0: 2.220193862915039 (2.227111747476726) | > grad_norm_0: tensor(128.2244, device='cuda:0') (tensor(63.8843, device='cuda:0')) | > loss_gen: 3.070453643798828 (2.8106265079990047) | > loss_kl: 2.0387046337127686 (2.1385694949588134) | > loss_feat: 9.025735855102539 (8.533220673084852) | > loss_mel: 15.72608757019043 (15.11343146265672) | > loss_duration: 1.5777158737182617 (1.6038690005733314) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.438697814941406 (30.19971710033202) | > grad_norm_1: tensor(688.4996, device='cuda:0') (tensor(1005.9688, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.8264 (0.9044865756219856) | > loader_time: 0.009 (0.011367944662502313)  --> TIME: 2025-02-20 19:36:54 -- STEP: 849/924 -- GLOBAL_STEP: 150200 | > loss_disc: 2.1090590953826904 (2.2291326022962545) | > loss_disc_real_0: 0.12701722979545593 (0.12635000803901686) | > loss_disc_real_1: 0.1714867353439331 (0.1893538855744617) | > loss_disc_real_2: 0.1583990454673767 (0.2033166177702456) | > loss_disc_real_3: 0.1881307065486908 (0.2057268987590769) | > loss_disc_real_4: 0.2083956003189087 (0.20733429989980443) | > loss_disc_real_5: 0.2117547243833542 (0.20186055162910585) | > loss_0: 2.1090590953826904 (2.2291326022962545) | > grad_norm_0: tensor(67.7300, device='cuda:0') (tensor(63.8342, device='cuda:0')) | > loss_gen: 3.1210250854492188 (2.806386533137345) | > loss_kl: 2.0002477169036865 (2.138730162164487) | > loss_feat: 9.123583793640137 (8.52536619341415) | > loss_mel: 15.448461532592773 (15.121841248690872) | > loss_duration: 1.5895006656646729 (1.6036147162827221) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.282817840576172 (30.19593880679217) | > grad_norm_1: tensor(1439.9503, device='cuda:0') (tensor(998.6266, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 1.2907 (0.9042607277666862) | > loader_time: 0.0132 (0.011380080761140022)  --> TIME: 2025-02-20 19:37:40 -- STEP: 899/924 -- GLOBAL_STEP: 150250 | > loss_disc: 2.3097455501556396 (2.2300374857973644) | > loss_disc_real_0: 0.10652778297662735 (0.1264145706797868) | > loss_disc_real_1: 0.1976872980594635 (0.1895089561121749) | > loss_disc_real_2: 0.20616742968559265 (0.2034934345089952) | > loss_disc_real_3: 0.1902318149805069 (0.20580601654076597) | > loss_disc_real_4: 0.20704011619091034 (0.20755488600362262) | > loss_disc_real_5: 0.19360151886940002 (0.201926768621693) | > loss_0: 2.3097455501556396 (2.2300374857973644) | > grad_norm_0: tensor(34.5874, device='cuda:0') (tensor(63.6600, device='cuda:0')) | > loss_gen: 2.4828851222991943 (2.806241316843086) | > loss_kl: 2.1225054264068604 (2.139416860261138) | > loss_feat: 7.77276611328125 (8.526054361638291) | > loss_mel: 14.773422241210938 (15.130662419506917) | > loss_duration: 1.6625808477401733 (1.6035851901842568) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.814159393310547 (30.205960083856468) | > grad_norm_1: tensor(725.5687, device='cuda:0') (tensor(994.7746, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.8793 (0.9036239432015594) | > loader_time: 0.0107 (0.011376925384640288)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3168797492980957 (2.3168797492980957) | > loss_disc_real_0: 0.13245676457881927 (0.13245676457881927) | > loss_disc_real_1: 0.18355584144592285 (0.18355584144592285) | > loss_disc_real_2: 0.19456951320171356 (0.19456951320171356) | > loss_disc_real_3: 0.211816668510437 (0.211816668510437) | > loss_disc_real_4: 0.2302325814962387 (0.2302325814962387) | > loss_disc_real_5: 0.1852247565984726 (0.1852247565984726) | > loss_0: 2.3168797492980957 (2.3168797492980957) | > loss_gen: 2.370807647705078 (2.370807647705078) | > loss_kl: 1.8868803977966309 (1.8868803977966309) | > loss_feat: 7.277948379516602 (7.277948379516602) | > loss_mel: 13.780487060546875 (13.780487060546875) | > loss_duration: 1.6653550863265991 (1.6653550863265991) | > loss_1: 26.98147964477539 (26.98147964477539)  --> STEP: 1 | > loss_disc: 2.4622795581817627 (2.4622795581817627) | > loss_disc_real_0: 0.1628469079732895 (0.1628469079732895) | > loss_disc_real_1: 0.18536671996116638 (0.18536671996116638) | > loss_disc_real_2: 0.24720944464206696 (0.24720944464206696) | > loss_disc_real_3: 0.22478310763835907 (0.22478310763835907) | > loss_disc_real_4: 0.21310900151729584 (0.21310900151729584) | > loss_disc_real_5: 0.2157670557498932 (0.2157670557498932) | > loss_0: 2.4622795581817627 (2.4622795581817627) | > loss_gen: 2.263768434524536 (2.263768434524536) | > loss_kl: 2.032249927520752 (2.032249927520752) | > loss_feat: 6.604443550109863 (6.604443550109863) | > loss_mel: 12.45736026763916 (12.45736026763916) | > loss_duration: 1.679924726486206 (1.679924726486206) | > loss_1: 25.037748336791992 (25.037748336791992)  --> STEP: 2 | > loss_disc: 2.3338751792907715 (2.398077368736267) | > loss_disc_real_0: 0.11272408068180084 (0.13778549432754517) | > loss_disc_real_1: 0.1712159663438797 (0.17829134315252304) | > loss_disc_real_2: 0.2323489785194397 (0.23977921158075333) | > loss_disc_real_3: 0.21190579235553741 (0.21834444999694824) | > loss_disc_real_4: 0.21365861594676971 (0.21338380873203278) | > loss_disc_real_5: 0.19640250504016876 (0.20608478039503098) | > loss_0: 2.3338751792907715 (2.398077368736267) | > loss_gen: 2.3767664432525635 (2.32026743888855) | > loss_kl: 1.8789342641830444 (1.9555920958518982) | > loss_feat: 7.909729957580566 (7.257086753845215) | > loss_mel: 13.535232543945312 (12.996296405792236) | > loss_duration: 1.5809810161590576 (1.6304528713226318) | > loss_1: 27.28164291381836 (26.159695625305176)  --> STEP: 3 | > loss_disc: 2.4284777641296387 (2.408210833867391) | > loss_disc_real_0: 0.1353319138288498 (0.13696763416131338) | > loss_disc_real_1: 0.1820664256811142 (0.17954970399538675) | > loss_disc_real_2: 0.24113981425762177 (0.24023274580637613) | > loss_disc_real_3: 0.23076172173023224 (0.22248354057470957) | > loss_disc_real_4: 0.23166635632514954 (0.2194779912630717) | > loss_disc_real_5: 0.21433794498443604 (0.20883583525816599) | > loss_0: 2.4284777641296387 (2.408210833867391) | > loss_gen: 2.2658863067626953 (2.302140394846598) | > loss_kl: 2.0515148639678955 (1.987566351890564) | > loss_feat: 6.612149238586426 (7.042107582092285) | > loss_mel: 12.922675132751465 (12.971755981445312) | > loss_duration: 1.6682679653167725 (1.643057902654012) | > loss_1: 25.520492553710938 (25.946627934773762)  --> STEP: 4 | > loss_disc: 2.371656894683838 (2.3990723490715027) | > loss_disc_real_0: 0.1297745257616043 (0.1351693570613861) | > loss_disc_real_1: 0.17767055332660675 (0.17907991632819176) | > loss_disc_real_2: 0.2248152643442154 (0.23637837544083595) | > loss_disc_real_3: 0.24560798704624176 (0.22826465219259262) | > loss_disc_real_4: 0.23441775143146515 (0.22321293130517006) | > loss_disc_real_5: 0.22255103290081024 (0.21226463466882706) | > loss_0: 2.371656894683838 (2.3990723490715027) | > loss_gen: 2.428985834121704 (2.3338517546653748) | > loss_kl: 2.0933001041412354 (2.013999789953232) | > loss_feat: 6.811113357543945 (6.9843590259552) | > loss_mel: 13.40207290649414 (13.07933521270752) | > loss_duration: 1.7740281820297241 (1.67580047249794) | > loss_1: 26.50950050354004 (26.087346076965332)  --> STEP: 5 | > loss_disc: 2.4073920249938965 (2.4007362842559816) | > loss_disc_real_0: 0.19739830493927002 (0.1476151466369629) | > loss_disc_real_1: 0.17290309071540833 (0.17784455120563508) | > loss_disc_real_2: 0.19287221133708954 (0.22767714262008668) | > loss_disc_real_3: 0.2470221072435379 (0.2320161432027817) | > loss_disc_real_4: 0.22982434928417206 (0.22453521490097045) | > loss_disc_real_5: 0.27962714433670044 (0.22573713660240174) | > loss_0: 2.4073920249938965 (2.4007362842559816) | > loss_gen: 2.559451103210449 (2.3789716243743895) | > loss_kl: 1.7082159519195557 (1.9528430223464965) | > loss_feat: 8.346190452575684 (7.256725311279297) | > loss_mel: 17.001962661743164 (13.863860702514648) | > loss_duration: 1.5428130626678467 (1.6492029905319214) | > loss_1: 31.158634185791016 (27.101603698730468) --> EVAL PERFORMANCE | > avg_loader_time: 0.1540689468383789 (-0.0010588645935058483) | > avg_loss_disc: 2.4007362842559816 (+0.044823503494262784) | > avg_loss_disc_real_0: 0.1476151466369629 (-0.015940257906913752) | > avg_loss_disc_real_1: 0.17784455120563508 (-0.03342126011848448) | > avg_loss_disc_real_2: 0.22767714262008668 (-0.009857568144798268) | > avg_loss_disc_real_3: 0.2320161432027817 (+0.00030363202095032293) | > avg_loss_disc_real_4: 0.22453521490097045 (-0.020589745044708258) | > avg_loss_disc_real_5: 0.22573713660240174 (+0.03274012804031373) | > avg_loss_0: 2.4007362842559816 (+0.044823503494262784) | > avg_loss_gen: 2.3789716243743895 (-0.2550631999969486) | > avg_loss_kl: 1.9528430223464965 (-0.2115209817886352) | > avg_loss_feat: 7.256725311279297 (+0.15729675292968714) | > avg_loss_mel: 13.863860702514648 (+0.5594604492187489) | > avg_loss_duration: 1.6492029905319214 (+0.00517990589141859) | > avg_loss_1: 27.101603698730468 (+0.255353546142576)  > EPOCH: 113/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 19:38:11)   --> TIME: 2025-02-20 19:38:36 -- STEP: 25/924 -- GLOBAL_STEP: 150300 | > loss_disc: 2.254220485687256 (2.2537713432312017) | > loss_disc_real_0: 0.10434289276599884 (0.13798636049032212) | > loss_disc_real_1: 0.17593738436698914 (0.19030886352062226) | > loss_disc_real_2: 0.21002882719039917 (0.2057308554649353) | > loss_disc_real_3: 0.2167212963104248 (0.20837847590446473) | > loss_disc_real_4: 0.22728469967842102 (0.20771784365177154) | > loss_disc_real_5: 0.20218607783317566 (0.20217798054218292) | > loss_0: 2.254220485687256 (2.2537713432312017) | > grad_norm_0: tensor(47.8687, device='cuda:0') (tensor(71.2403, device='cuda:0')) | > loss_gen: 2.6820316314697266 (2.8035707092285156) | > loss_kl: 1.9794485569000244 (2.0865163421630863) | > loss_feat: 8.290369987487793 (8.385461120605472) | > loss_mel: 15.41067886352539 (15.000275955200195) | > loss_duration: 1.6095118522644043 (1.601265206336975) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.9720401763916 (29.877089767456056) | > grad_norm_1: tensor(754.0198, device='cuda:0') (tensor(910.2108, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.9032 (0.8979830360412597) | > loader_time: 0.0103 (0.010443410873413083)  --> TIME: 2025-02-20 19:39:21 -- STEP: 75/924 -- GLOBAL_STEP: 150350 | > loss_disc: 2.112252712249756 (2.234532273610433) | > loss_disc_real_0: 0.06308676302433014 (0.12538795580466594) | > loss_disc_real_1: 0.17323008179664612 (0.19120068232218423) | > loss_disc_real_2: 0.19211645424365997 (0.20550544381141664) | > loss_disc_real_3: 0.21220582723617554 (0.20813204944133756) | > loss_disc_real_4: 0.18212392926216125 (0.2076867731412252) | > loss_disc_real_5: 0.15927541255950928 (0.19989502787590027) | > loss_0: 2.112252712249756 (2.234532273610433) | > grad_norm_0: tensor(15.6471, device='cuda:0') (tensor(64.4030, device='cuda:0')) | > loss_gen: 2.7648818492889404 (2.7987104797363282) | > loss_kl: 2.2142341136932373 (2.1195297177632657) | > loss_feat: 9.164737701416016 (8.452369594573979) | > loss_mel: 15.194779396057129 (15.161164995829264) | > loss_duration: 1.5942410230636597 (1.6058337450027467) | > amp_scaler: 256.0 (131.41333333333333) | > loss_1: 30.932872772216797 (30.137608820597332) | > grad_norm_1: tensor(595.5097, device='cuda:0') (tensor(917.1502, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.8663 (0.8996982574462891) | > loader_time: 0.0142 (0.011084324518839518)  --> TIME: 2025-02-20 19:40:07 -- STEP: 125/924 -- GLOBAL_STEP: 150400 | > loss_disc: 2.2828879356384277 (2.223357515335082) | > loss_disc_real_0: 0.15003299713134766 (0.12313392484188082) | > loss_disc_real_1: 0.19332538545131683 (0.18957894480228424) | > loss_disc_real_2: 0.2089015245437622 (0.20278663301467895) | > loss_disc_real_3: 0.2034517526626587 (0.20711968064308167) | > loss_disc_real_4: 0.1959826797246933 (0.20670756375789642) | > loss_disc_real_5: 0.2570209503173828 (0.2005657057762146) | > loss_0: 2.2828879356384277 (2.223357515335082) | > grad_norm_0: tensor(64.7871, device='cuda:0') (tensor(66.0247, device='cuda:0')) | > loss_gen: 2.765573263168335 (2.8220045490264893) | > loss_kl: 2.145634174346924 (2.127647829055786) | > loss_feat: 7.056519031524658 (8.569790527343754) | > loss_mel: 14.012269973754883 (15.25128293609619) | > loss_duration: 1.6147804260253906 (1.6043580865859985) | > amp_scaler: 128.0 (136.19200000000006) | > loss_1: 27.594778060913086 (30.375084259033205) | > grad_norm_1: tensor(917.1546, device='cuda:0') (tensor(924.2482, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.872 (0.8979022159576416) | > loader_time: 0.01 (0.01121189880371094)  --> TIME: 2025-02-20 19:40:54 -- STEP: 175/924 -- GLOBAL_STEP: 150450 | > loss_disc: 2.2278029918670654 (2.222533738272531) | > loss_disc_real_0: 0.1048327162861824 (0.12364190714699884) | > loss_disc_real_1: 0.20322005450725555 (0.1894412384714399) | > loss_disc_real_2: 0.2117069810628891 (0.2018952772447041) | > loss_disc_real_3: 0.2080402821302414 (0.2077065815244403) | > loss_disc_real_4: 0.2101639360189438 (0.20713406085968022) | > loss_disc_real_5: 0.23855116963386536 (0.20125431256634843) | > loss_0: 2.2278029918670654 (2.222533738272531) | > grad_norm_0: tensor(32.0193, device='cuda:0') (tensor(64.4928, device='cuda:0')) | > loss_gen: 2.845309257507324 (2.8118411568232937) | > loss_kl: 2.2610764503479004 (2.134656791687012) | > loss_feat: 7.853381633758545 (8.549026636396139) | > loss_mel: 13.153797149658203 (15.19083769117083) | > loss_duration: 1.6050410270690918 (1.6033047410420005) | > amp_scaler: 128.0 (133.85142857142867) | > loss_1: 27.718605041503906 (30.289667282104492) | > grad_norm_1: tensor(694.0038, device='cuda:0') (tensor(953.4254, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.8892 (0.9061189746856689) | > loader_time: 0.0101 (0.01127282960074289)  --> TIME: 2025-02-20 19:41:41 -- STEP: 225/924 -- GLOBAL_STEP: 150500 | > loss_disc: 1.9315054416656494 (2.2226670032077362) | > loss_disc_real_0: 0.06849116832017899 (0.12340802129771976) | > loss_disc_real_1: 0.1871584802865982 (0.18908124493228065) | > loss_disc_real_2: 0.19025477766990662 (0.20205689469973245) | > loss_disc_real_3: 0.18819187581539154 (0.20686815400918332) | > loss_disc_real_4: 0.1842440366744995 (0.20750349210368266) | > loss_disc_real_5: 0.19362466037273407 (0.20210496299796632) | > loss_0: 1.9315054416656494 (2.2226670032077362) | > grad_norm_0: tensor(46.8746, device='cuda:0') (tensor(63.9158, device='cuda:0')) | > loss_gen: 3.1119604110717773 (2.806161679161919) | > loss_kl: 2.088266611099243 (2.142794472376506) | > loss_feat: 10.018205642700195 (8.534954948425295) | > loss_mel: 16.793581008911133 (15.184505755106608) | > loss_duration: 1.572450876235962 (1.603520912594265) | > amp_scaler: 128.0 (132.55111111111114) | > loss_1: 33.58446502685547 (30.271938018798828) | > grad_norm_1: tensor(1300.9691, device='cuda:0') (tensor(948.2538, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.9456 (0.9095160791609023) | > loader_time: 0.0133 (0.011345577239990239)  --> TIME: 2025-02-20 19:42:27 -- STEP: 275/924 -- GLOBAL_STEP: 150550 | > loss_disc: 2.2987775802612305 (2.230605673356489) | > loss_disc_real_0: 0.1851041167974472 (0.12617830143733455) | > loss_disc_real_1: 0.18303440511226654 (0.18958952286026695) | > loss_disc_real_2: 0.21756203472614288 (0.20234070349823344) | > loss_disc_real_3: 0.20744234323501587 (0.20688854233785112) | > loss_disc_real_4: 0.1995585411787033 (0.20763059225949373) | > loss_disc_real_5: 0.23780971765518188 (0.202477930188179) | > loss_0: 2.2987775802612305 (2.230605673356489) | > grad_norm_0: tensor(103.2434, device='cuda:0') (tensor(64.9482, device='cuda:0')) | > loss_gen: 2.772733449935913 (2.8007588031075215) | > loss_kl: 2.005661725997925 (2.135501345287671) | > loss_feat: 8.59956169128418 (8.490662302537398) | > loss_mel: 15.116827011108398 (15.12521222894842) | > loss_duration: 1.6576268672943115 (1.6053324781764633) | > amp_scaler: 128.0 (131.72363636363636) | > loss_1: 30.15241050720215 (30.15746731151234) | > grad_norm_1: tensor(1029.3773, device='cuda:0') (tensor(936.3551, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.9497 (0.909365945295854) | > loader_time: 0.012 (0.011313877972689543)  --> TIME: 2025-02-20 19:43:14 -- STEP: 325/924 -- GLOBAL_STEP: 150600 | > loss_disc: 2.387868642807007 (2.231490285579974) | > loss_disc_real_0: 0.12363900989294052 (0.12631484773296567) | > loss_disc_real_1: 0.20713593065738678 (0.18971825223702643) | > loss_disc_real_2: 0.2247854322195053 (0.20208542704582214) | > loss_disc_real_3: 0.21667878329753876 (0.20672971331156217) | > loss_disc_real_4: 0.22884075343608856 (0.20765913862448476) | > loss_disc_real_5: 0.2217736691236496 (0.2030647394748834) | > loss_0: 2.387868642807007 (2.231490285579974) | > grad_norm_0: tensor(38.0694, device='cuda:0') (tensor(64.7515, device='cuda:0')) | > loss_gen: 2.5136585235595703 (2.7984471570528457) | > loss_kl: 1.8753873109817505 (2.136865774301383) | > loss_feat: 7.277360916137695 (8.49685310070331) | > loss_mel: 14.519630432128906 (15.160889519911546) | > loss_duration: 1.6361172199249268 (1.6046368195460385) | > amp_scaler: 128.0 (131.1507692307693) | > loss_1: 27.822154998779297 (30.19769253070538) | > grad_norm_1: tensor(846.5797, device='cuda:0') (tensor(932.1968, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.8997 (0.9097749255253719) | > loader_time: 0.0113 (0.011390804144052365)  --> TIME: 2025-02-20 19:44:00 -- STEP: 375/924 -- GLOBAL_STEP: 150650 | > loss_disc: 2.3874597549438477 (2.228629878362018) | > loss_disc_real_0: 0.14475882053375244 (0.12631238831082978) | > loss_disc_real_1: 0.21946613490581512 (0.18907376062870018) | > loss_disc_real_2: 0.22275182604789734 (0.20202939693133037) | > loss_disc_real_3: 0.2188347429037094 (0.20668994307518004) | > loss_disc_real_4: 0.23671089112758636 (0.20737370069821678) | > loss_disc_real_5: 0.24112100899219513 (0.20246942512194313) | > loss_0: 2.3874597549438477 (2.228629878362018) | > grad_norm_0: tensor(113.4727, device='cuda:0') (tensor(64.8248, device='cuda:0')) | > loss_gen: 2.7458136081695557 (2.801802392323808) | > loss_kl: 2.0585508346557617 (2.1389663610458385) | > loss_feat: 8.570793151855469 (8.506642753601067) | > loss_mel: 14.74539852142334 (15.142768028259278) | > loss_duration: 1.602064847946167 (1.6048585933049513) | > amp_scaler: 128.0 (130.7306666666667) | > loss_1: 29.722620010375977 (30.19503827412923) | > grad_norm_1: tensor(1054.1232, device='cuda:0') (tensor(936.2896, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.9109 (0.9093014055887858) | > loader_time: 0.0115 (0.011393972396850596)  --> TIME: 2025-02-20 19:44:46 -- STEP: 425/924 -- GLOBAL_STEP: 150700 | > loss_disc: 2.146221160888672 (2.2283622724869634) | > loss_disc_real_0: 0.13720974326133728 (0.12592638418954966) | > loss_disc_real_1: 0.1988271176815033 (0.1889803092970567) | > loss_disc_real_2: 0.19506783783435822 (0.20248740739682142) | > loss_disc_real_3: 0.1977301388978958 (0.2066661193440942) | > loss_disc_real_4: 0.21525491774082184 (0.20751366762553947) | > loss_disc_real_5: 0.19680216908454895 (0.2026484225427403) | > loss_0: 2.146221160888672 (2.2283622724869634) | > grad_norm_0: tensor(85.9302, device='cuda:0') (tensor(64.6064, device='cuda:0')) | > loss_gen: 2.9508280754089355 (2.801329057356887) | > loss_kl: 2.1497461795806885 (2.1385427940593065) | > loss_feat: 9.125125885009766 (8.503526440788715) | > loss_mel: 15.254470825195312 (15.15467457490809) | > loss_duration: 1.6268718242645264 (1.6048898197622854) | > amp_scaler: 128.0 (130.40941176470605) | > loss_1: 31.10704231262207 (30.202962790096507) | > grad_norm_1: tensor(678.2345, device='cuda:0') (tensor(933.2043, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.8977 (0.9093604861988741) | > loader_time: 0.0098 (0.011387982648961693)  --> TIME: 2025-02-20 19:45:32 -- STEP: 475/924 -- GLOBAL_STEP: 150750 | > loss_disc: 2.1708486080169678 (2.2257679346988057) | > loss_disc_real_0: 0.07773803174495697 (0.12458448861774642) | > loss_disc_real_1: 0.16556736826896667 (0.18901689887046808) | > loss_disc_real_2: 0.18465866148471832 (0.2024470632640939) | > loss_disc_real_3: 0.1996975690126419 (0.20654264710451428) | > loss_disc_real_4: 0.22051255404949188 (0.20744069199813042) | > loss_disc_real_5: 0.19895578920841217 (0.20220252008814557) | > loss_0: 2.1708486080169678 (2.2257679346988057) | > grad_norm_0: tensor(70.3618, device='cuda:0') (tensor(64.1170, device='cuda:0')) | > loss_gen: 2.858973741531372 (2.803217901430629) | > loss_kl: 2.1754543781280518 (2.139709631518317) | > loss_feat: 8.741057395935059 (8.514468726107948) | > loss_mel: 16.134389877319336 (15.153867958470395) | > loss_duration: 1.5841689109802246 (1.6045656731254172) | > amp_scaler: 128.0 (130.15578947368434) | > loss_1: 31.49404525756836 (30.215829957660876) | > grad_norm_1: tensor(1367.9277, device='cuda:0') (tensor(929.5341, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.9127 (0.9092928354363693) | > loader_time: 0.0114 (0.011377962012039996)  --> TIME: 2025-02-20 19:46:18 -- STEP: 525/924 -- GLOBAL_STEP: 150800 | > loss_disc: 2.1385364532470703 (2.2213250128428124) | > loss_disc_real_0: 0.08867886662483215 (0.12389078272950078) | > loss_disc_real_1: 0.21421995759010315 (0.18874910329069405) | > loss_disc_real_2: 0.18875949084758759 (0.20206507668608711) | > loss_disc_real_3: 0.19294793903827667 (0.20612228047280085) | > loss_disc_real_4: 0.16971516609191895 (0.20734972584815253) | > loss_disc_real_5: 0.2060145139694214 (0.20169412022545222) | > loss_0: 2.1385364532470703 (2.2213250128428124) | > grad_norm_0: tensor(27.9376, device='cuda:0') (tensor(64.1622, device='cuda:0')) | > loss_gen: 2.865644931793213 (2.8072042029244533) | > loss_kl: 2.0468316078186035 (2.144058903512504) | > loss_feat: 9.20985221862793 (8.53536348070417) | > loss_mel: 15.494701385498047 (15.165534469967797) | > loss_duration: 1.5670766830444336 (1.6045897154580975) | > amp_scaler: 128.0 (129.9504761904764) | > loss_1: 31.184104919433594 (30.256750840686617) | > grad_norm_1: tensor(848.0038, device='cuda:0') (tensor(935.0977, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.8837 (0.9091560218447731) | > loader_time: 0.0106 (0.011347268422444668)  --> TIME: 2025-02-20 19:47:04 -- STEP: 575/924 -- GLOBAL_STEP: 150850 | > loss_disc: 2.280597448348999 (2.2217559549082857) | > loss_disc_real_0: 0.08896636962890625 (0.12488954903638878) | > loss_disc_real_1: 0.18375006318092346 (0.18854426959286563) | > loss_disc_real_2: 0.21489138901233673 (0.2021127817423447) | > loss_disc_real_3: 0.21796633303165436 (0.20610558968523268) | > loss_disc_real_4: 0.20716029405593872 (0.20706255982751434) | > loss_disc_real_5: 0.25153884291648865 (0.20182861302209937) | > loss_0: 2.280597448348999 (2.2217559549082857) | > grad_norm_0: tensor(55.5909, device='cuda:0') (tensor(64.5677, device='cuda:0')) | > loss_gen: 2.5854129791259766 (2.8084442652826707) | > loss_kl: 2.063145637512207 (2.142424814804744) | > loss_feat: 7.510498046875 (8.530156848741612) | > loss_mel: 13.975534439086914 (15.156208763122558) | > loss_duration: 1.6381851434707642 (1.6045302513371344) | > amp_scaler: 128.0 (129.78086956521753) | > loss_1: 27.772777557373047 (30.241764994082242) | > grad_norm_1: tensor(957.5057, device='cuda:0') (tensor(932.2345, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.9562 (0.9085064958489459) | > loader_time: 0.0118 (0.01134725653606913)  --> TIME: 2025-02-20 19:47:50 -- STEP: 625/924 -- GLOBAL_STEP: 150900 | > loss_disc: 2.27370548248291 (2.220988277053832) | > loss_disc_real_0: 0.09283743798732758 (0.12473034139275549) | > loss_disc_real_1: 0.16267244517803192 (0.18847726266384135) | > loss_disc_real_2: 0.21986830234527588 (0.2020409397363662) | > loss_disc_real_3: 0.1949443519115448 (0.20584874076843263) | > loss_disc_real_4: 0.1888905018568039 (0.20708061196804056) | > loss_disc_real_5: 0.17737755179405212 (0.20155223171710965) | > loss_0: 2.27370548248291 (2.220988277053832) | > grad_norm_0: tensor(67.5654, device='cuda:0') (tensor(64.6876, device='cuda:0')) | > loss_gen: 2.8061580657958984 (2.811714833450317) | > loss_kl: 2.334977626800537 (2.1440831781387364) | > loss_feat: 8.596025466918945 (8.543428286743168) | > loss_mel: 16.103683471679688 (15.170182771301269) | > loss_duration: 1.5981261730194092 (1.6044096260070806) | > amp_scaler: 128.0 (129.63840000000016) | > loss_1: 31.4389705657959 (30.273818728637696) | > grad_norm_1: tensor(488.6131, device='cuda:0') (tensor(935.6954, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.921 (0.9080631931304932) | > loader_time: 0.0107 (0.011354792785644536)  --> TIME: 2025-02-20 19:48:37 -- STEP: 675/924 -- GLOBAL_STEP: 150950 | > loss_disc: 2.304868698120117 (2.2257344397792105) | > loss_disc_real_0: 0.09668063372373581 (0.12542425753341785) | > loss_disc_real_1: 0.18660253286361694 (0.18892864205219131) | > loss_disc_real_2: 0.17275992035865784 (0.20242636735792505) | > loss_disc_real_3: 0.20605027675628662 (0.2061694915206344) | > loss_disc_real_4: 0.22965659201145172 (0.20745569226918406) | > loss_disc_real_5: 0.2254377007484436 (0.20202588147587247) | > loss_0: 2.304868698120117 (2.2257344397792105) | > grad_norm_0: tensor(41.9024, device='cuda:0') (tensor(64.0300, device='cuda:0')) | > loss_gen: 2.7479968070983887 (2.804558968014188) | > loss_kl: 2.2206852436065674 (2.1449593540474234) | > loss_feat: 7.994606971740723 (8.527258744416418) | > loss_mel: 15.157865524291992 (15.167466929400408) | > loss_duration: 1.5493097305297852 (1.6040239941632313) | > amp_scaler: 128.0 (129.51703703703723) | > loss_1: 29.67046356201172 (30.248268039844653) | > grad_norm_1: tensor(1213.2571, device='cuda:0') (tensor(933.7241, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.9173 (0.9080326754958541) | > loader_time: 0.012 (0.011382110030562794)  --> TIME: 2025-02-20 19:49:23 -- STEP: 725/924 -- GLOBAL_STEP: 151000 | > loss_disc: 2.1291983127593994 (2.2286216551682045) | > loss_disc_real_0: 0.09917406737804413 (0.12697995087709923) | > loss_disc_real_1: 0.1764620691537857 (0.1891743309333407) | > loss_disc_real_2: 0.2045028656721115 (0.20250431718497433) | > loss_disc_real_3: 0.19750504195690155 (0.20608982030687661) | > loss_disc_real_4: 0.20184367895126343 (0.20745845650804462) | > loss_disc_real_5: 0.2066018283367157 (0.2018542721148195) | > loss_0: 2.1291983127593994 (2.2286216551682045) | > grad_norm_0: tensor(52.6987, device='cuda:0') (tensor(64.2113, device='cuda:0')) | > loss_gen: 3.089402437210083 (2.8056855300377146) | > loss_kl: 2.3945956230163574 (2.1460058998239475) | > loss_feat: 9.940825462341309 (8.526991239087334) | > loss_mel: 17.199691772460938 (15.182461042733028) | > loss_duration: 1.6065322160720825 (1.6041012560088066) | > amp_scaler: 128.0 (129.41241379310367) | > loss_1: 34.231048583984375 (30.265245008797482) | > grad_norm_1: tensor(1167.9104, device='cuda:0') (tensor(931.4570, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.8869 (0.9082691817448056) | > loader_time: 0.01 (0.011429651852311764) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_151000.pth  --> TIME: 2025-02-20 19:50:12 -- STEP: 775/924 -- GLOBAL_STEP: 151050 | > loss_disc: 2.3001673221588135 (2.229397060332759) | > loss_disc_real_0: 0.14719942212104797 (0.1271011277696779) | > loss_disc_real_1: 0.22102464735507965 (0.1894162149967686) | > loss_disc_real_2: 0.2089952975511551 (0.20254379733916245) | > loss_disc_real_3: 0.20283940434455872 (0.20606808597041715) | > loss_disc_real_4: 0.2196446806192398 (0.20742829799652107) | > loss_disc_real_5: 0.21898674964904785 (0.20198442541783856) | > loss_0: 2.3001673221588135 (2.229397060332759) | > grad_norm_0: tensor(63.1087, device='cuda:0') (tensor(63.3681, device='cuda:0')) | > loss_gen: 2.8360769748687744 (2.801407608524445) | > loss_kl: 2.0267205238342285 (2.14516277667015) | > loss_feat: 7.733554363250732 (8.519099652690274) | > loss_mel: 11.990920066833496 (15.169584714828) | > loss_duration: 1.570906162261963 (1.6045045111256266) | > amp_scaler: 128.0 (129.32129032258095) | > loss_1: 26.15817642211914 (30.239759285219254) | > grad_norm_1: tensor(664.8010, device='cuda:0') (tensor(932.1754, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.9175 (0.9090115276459725) | > loader_time: 0.0117 (0.011452599494687977)  --> TIME: 2025-02-20 19:50:58 -- STEP: 825/924 -- GLOBAL_STEP: 151100 | > loss_disc: 2.016707420349121 (2.2273083978710737) | > loss_disc_real_0: 0.15044091641902924 (0.12678997317498383) | > loss_disc_real_1: 0.1832919865846634 (0.18949743158889543) | > loss_disc_real_2: 0.1875927746295929 (0.20222508206511983) | > loss_disc_real_3: 0.1570073515176773 (0.20587432872165334) | > loss_disc_real_4: 0.19851942360401154 (0.2073908947453355) | > loss_disc_real_5: 0.17481906712055206 (0.20189910771268788) | > loss_0: 2.016707420349121 (2.2273083978710737) | > grad_norm_0: tensor(105.5370, device='cuda:0') (tensor(63.3632, device='cuda:0')) | > loss_gen: 3.094755172729492 (2.8035529448769303) | > loss_kl: 2.138017416000366 (2.146148317510432) | > loss_feat: 9.534477233886719 (8.526057231787485) | > loss_mel: 16.462472915649414 (15.173338139851888) | > loss_duration: 1.5940613746643066 (1.6041593320441974) | > amp_scaler: 128.0 (129.24121212121258) | > loss_1: 32.82378387451172 (30.253255989768288) | > grad_norm_1: tensor(1479.0886, device='cuda:0') (tensor(934.1888, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.9145 (0.9083261989824699) | > loader_time: 0.0107 (0.01146700425581499)  --> TIME: 2025-02-20 19:51:44 -- STEP: 875/924 -- GLOBAL_STEP: 151150 | > loss_disc: 2.2883613109588623 (2.22774369594029) | > loss_disc_real_0: 0.09427092969417572 (0.12686366414598063) | > loss_disc_real_1: 0.16174961626529694 (0.1893668981109347) | > loss_disc_real_2: 0.18681950867176056 (0.20219306983266552) | > loss_disc_real_3: 0.1969788372516632 (0.2060090276343482) | > loss_disc_real_4: 0.2162826806306839 (0.20732679058824274) | > loss_disc_real_5: 0.22721345722675323 (0.20201412177085876) | > loss_0: 2.2883613109588623 (2.22774369594029) | > grad_norm_0: tensor(40.1620, device='cuda:0') (tensor(63.5288, device='cuda:0')) | > loss_gen: 2.47489070892334 (2.804700620106288) | > loss_kl: 2.3040270805358887 (2.1455061834880294) | > loss_feat: 7.348751068115234 (8.526771070207877) | > loss_mel: 14.676586151123047 (15.173716279166085) | > loss_duration: 1.6139335632324219 (1.6044180905478347) | > amp_scaler: 128.0 (129.17028571428608) | > loss_1: 28.418190002441406 (30.255112280709405) | > grad_norm_1: tensor(997.9927, device='cuda:0') (tensor(934.2494, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.9404 (0.9085204590388707) | > loader_time: 0.0142 (0.011494337081909185)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2235751152038574 (2.2235751152038574) | > loss_disc_real_0: 0.10552529245615005 (0.10552529245615005) | > loss_disc_real_1: 0.22369332611560822 (0.22369332611560822) | > loss_disc_real_2: 0.22471942007541656 (0.22471942007541656) | > loss_disc_real_3: 0.2359340637922287 (0.2359340637922287) | > loss_disc_real_4: 0.21028602123260498 (0.21028602123260498) | > loss_disc_real_5: 0.2066347450017929 (0.2066347450017929) | > loss_0: 2.2235751152038574 (2.2235751152038574) | > loss_gen: 2.6663622856140137 (2.6663622856140137) | > loss_kl: 2.0689854621887207 (2.0689854621887207) | > loss_feat: 7.521108150482178 (7.521108150482178) | > loss_mel: 13.881357192993164 (13.881357192993164) | > loss_duration: 1.675232172012329 (1.675232172012329) | > loss_1: 27.813045501708984 (27.813045501708984)  --> STEP: 1 | > loss_disc: 2.2210514545440674 (2.2210514545440674) | > loss_disc_real_0: 0.10496904700994492 (0.10496904700994492) | > loss_disc_real_1: 0.22407935559749603 (0.22407935559749603) | > loss_disc_real_2: 0.2172825038433075 (0.2172825038433075) | > loss_disc_real_3: 0.23138613998889923 (0.23138613998889923) | > loss_disc_real_4: 0.21061810851097107 (0.21061810851097107) | > loss_disc_real_5: 0.19780629873275757 (0.19780629873275757) | > loss_0: 2.2210514545440674 (2.2210514545440674) | > loss_gen: 2.6546120643615723 (2.6546120643615723) | > loss_kl: 2.2035205364227295 (2.2035205364227295) | > loss_feat: 8.137354850769043 (8.137354850769043) | > loss_mel: 13.96183967590332 (13.96183967590332) | > loss_duration: 1.6711628437042236 (1.6711628437042236) | > loss_1: 28.628490447998047 (28.628490447998047)  --> STEP: 2 | > loss_disc: 2.153975009918213 (2.18751323223114) | > loss_disc_real_0: 0.09758609533309937 (0.10127757117152214) | > loss_disc_real_1: 0.2284136861562729 (0.22624652087688446) | > loss_disc_real_2: 0.19766765832901 (0.20747508108615875) | > loss_disc_real_3: 0.2439953088760376 (0.23769072443246841) | > loss_disc_real_4: 0.1943322867155075 (0.2024751976132393) | > loss_disc_real_5: 0.20451346039772034 (0.20115987956523895) | > loss_0: 2.153975009918213 (2.18751323223114) | > loss_gen: 2.7895615100860596 (2.722086787223816) | > loss_kl: 2.0422403812408447 (2.122880458831787) | > loss_feat: 8.413195610046387 (8.275275230407715) | > loss_mel: 16.088603973388672 (15.025221824645996) | > loss_duration: 1.5821703672409058 (1.6266666054725647) | > loss_1: 30.915773391723633 (29.77213191986084)  --> STEP: 3 | > loss_disc: 2.2536706924438477 (2.2095657189687095) | > loss_disc_real_0: 0.10973990708589554 (0.1040983498096466) | > loss_disc_real_1: 0.22409476339817047 (0.2255292683839798) | > loss_disc_real_2: 0.22185124456882477 (0.21226713558038077) | > loss_disc_real_3: 0.2406110018491745 (0.2386641502380371) | > loss_disc_real_4: 0.22104771435260773 (0.2086660365263621) | > loss_disc_real_5: 0.21031583845615387 (0.2042118658622106) | > loss_0: 2.2536706924438477 (2.2095657189687095) | > loss_gen: 2.6670212745666504 (2.7037316163380942) | > loss_kl: 2.21640944480896 (2.1540567874908447) | > loss_feat: 7.748069763183594 (8.099540074666342) | > loss_mel: 13.304393768310547 (14.45161247253418) | > loss_duration: 1.6676719188690186 (1.6403350432713826) | > loss_1: 27.603565216064453 (29.04927635192871)  --> STEP: 4 | > loss_disc: 2.324154853820801 (2.238213002681732) | > loss_disc_real_0: 0.12422925978899002 (0.10913107730448246) | > loss_disc_real_1: 0.21489836275577545 (0.2228715419769287) | > loss_disc_real_2: 0.21585026383399963 (0.21316291764378548) | > loss_disc_real_3: 0.24333396553993225 (0.2398316040635109) | > loss_disc_real_4: 0.20666588842868805 (0.2081659995019436) | > loss_disc_real_5: 0.22995969653129578 (0.2106488235294819) | > loss_0: 2.324154853820801 (2.238213002681732) | > loss_gen: 2.5068955421447754 (2.6545225977897644) | > loss_kl: 2.1377170085906982 (2.149971842765808) | > loss_feat: 6.975165843963623 (7.818446516990662) | > loss_mel: 12.793911933898926 (14.037187337875366) | > loss_duration: 1.752795934677124 (1.668450266122818) | > loss_1: 26.166486740112305 (28.32857894897461)  --> STEP: 5 | > loss_disc: 2.0396201610565186 (2.1984944343566895) | > loss_disc_real_0: 0.08435556292533875 (0.10417597442865371) | > loss_disc_real_1: 0.20949265360832214 (0.2201957643032074) | > loss_disc_real_2: 0.17940926551818848 (0.20641218721866608) | > loss_disc_real_3: 0.18685033917427063 (0.22923535108566284) | > loss_disc_real_4: 0.2888406217098236 (0.22430092394351958) | > loss_disc_real_5: 0.2189692109823227 (0.21231290102005004) | > loss_0: 2.0396201610565186 (2.1984944343566895) | > loss_gen: 2.9717469215393066 (2.717967462539673) | > loss_kl: 2.0847010612487793 (2.1369176864624024) | > loss_feat: 9.633747100830078 (8.181506633758545) | > loss_mel: 17.708995819091797 (14.771549034118653) | > loss_duration: 1.5055181980133057 (1.6358638525009155) | > loss_1: 33.90471267700195 (29.443805694580078) --> EVAL PERFORMANCE | > avg_loader_time: 0.15681853294372558 (+0.002749586105346674) | > avg_loss_disc: 2.1984944343566895 (-0.20224184989929217) | > avg_loss_disc_real_0: 0.10417597442865371 (-0.04343917220830919) | > avg_loss_disc_real_1: 0.2201957643032074 (+0.04235121309757231) | > avg_loss_disc_real_2: 0.20641218721866608 (-0.021264955401420593) | > avg_loss_disc_real_3: 0.22923535108566284 (-0.0027807921171188466) | > avg_loss_disc_real_4: 0.22430092394351958 (-0.0002342909574508667) | > avg_loss_disc_real_5: 0.21231290102005004 (-0.013424235582351701) | > avg_loss_0: 2.1984944343566895 (-0.20224184989929217) | > avg_loss_gen: 2.717967462539673 (+0.33899583816528356) | > avg_loss_kl: 2.1369176864624024 (+0.1840746641159059) | > avg_loss_feat: 8.181506633758545 (+0.924781322479248) | > avg_loss_mel: 14.771549034118653 (+0.907688331604005) | > avg_loss_duration: 1.6358638525009155 (-0.013339138031005948) | > avg_loss_1: 29.443805694580078 (+2.34220199584961)  > EPOCH: 114/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 19:52:37)   --> TIME: 2025-02-20 19:52:40 -- STEP: 1/924 -- GLOBAL_STEP: 151200 | > loss_disc: 2.220956563949585 (2.220956563949585) | > loss_disc_real_0: 0.08002543449401855 (0.08002543449401855) | > loss_disc_real_1: 0.18183182179927826 (0.18183182179927826) | > loss_disc_real_2: 0.1899765282869339 (0.1899765282869339) | > loss_disc_real_3: 0.2385782152414322 (0.2385782152414322) | > loss_disc_real_4: 0.2079157680273056 (0.2079157680273056) | > loss_disc_real_5: 0.1805645376443863 (0.1805645376443863) | > loss_0: 2.220956563949585 (2.220956563949585) | > grad_norm_0: tensor(55.6219, device='cuda:0') (tensor(55.6219, device='cuda:0')) | > loss_gen: 2.790684700012207 (2.790684700012207) | > loss_kl: 2.3022096157073975 (2.3022096157073975) | > loss_feat: 8.37338638305664 (8.37338638305664) | > loss_mel: 14.207204818725586 (14.207204818725586) | > loss_duration: 1.5966734886169434 (1.5966734886169434) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.270158767700195 (29.270158767700195) | > grad_norm_1: tensor(1088.2905, device='cuda:0') (tensor(1088.2905, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.9134 (0.9134187698364258) | > loader_time: 0.0105 (0.010539770126342773)  --> TIME: 2025-02-20 19:53:26 -- STEP: 51/924 -- GLOBAL_STEP: 151250 | > loss_disc: 2.288874626159668 (2.230773304022995) | > loss_disc_real_0: 0.11489981412887573 (0.12077713684708465) | > loss_disc_real_1: 0.19200709462165833 (0.1896244757900051) | > loss_disc_real_2: 0.2202690690755844 (0.2049055271873287) | > loss_disc_real_3: 0.2202259600162506 (0.20945716897646585) | > loss_disc_real_4: 0.2136552929878235 (0.20999853722020692) | > loss_disc_real_5: 0.18701736629009247 (0.20122386456704608) | > loss_0: 2.288874626159668 (2.230773304022995) | > grad_norm_0: tensor(57.4234, device='cuda:0') (tensor(64.3237, device='cuda:0')) | > loss_gen: 2.478721857070923 (2.801747481028239) | > loss_kl: 2.1847360134124756 (2.1425328675438378) | > loss_feat: 8.293268203735352 (8.4766895163293) | > loss_mel: 16.217056274414062 (15.139444482092763) | > loss_duration: 1.6435508728027344 (1.6059646302578496) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.817333221435547 (30.16637903101304) | > grad_norm_1: tensor(467.2086, device='cuda:0') (tensor(969.7402, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.8924 (0.9042535015180999) | > loader_time: 0.011 (0.011506749134437713)  --> TIME: 2025-02-20 19:54:13 -- STEP: 101/924 -- GLOBAL_STEP: 151300 | > loss_disc: 2.3302383422851562 (2.2255551484551757) | > loss_disc_real_0: 0.20401602983474731 (0.12304939739037268) | > loss_disc_real_1: 0.19292625784873962 (0.1876525948248287) | > loss_disc_real_2: 0.18755826354026794 (0.20276214698753733) | > loss_disc_real_3: 0.18077781796455383 (0.208746002894817) | > loss_disc_real_4: 0.20739038288593292 (0.20832299374707855) | > loss_disc_real_5: 0.2021642029285431 (0.20000536607043579) | > loss_0: 2.3302383422851562 (2.2255551484551757) | > grad_norm_0: tensor(106.3987, device='cuda:0') (tensor(65.8532, device='cuda:0')) | > loss_gen: 2.7299721240997314 (2.8152186327641555) | > loss_kl: 2.3229174613952637 (2.1449423379237107) | > loss_feat: 8.657346725463867 (8.544338297135763) | > loss_mel: 15.410414695739746 (15.191573747313848) | > loss_duration: 1.60744047164917 (1.6041594979786638) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.728092193603516 (30.30023253790223) | > grad_norm_1: tensor(886.9316, device='cuda:0') (tensor(1025.3087, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.9485 (0.9118706353820196) | > loader_time: 0.0124 (0.011511665759700359)  --> TIME: 2025-02-20 19:54:59 -- STEP: 151/924 -- GLOBAL_STEP: 151350 | > loss_disc: 2.25386905670166 (2.219713553687595) | > loss_disc_real_0: 0.21060287952423096 (0.12446041725921315) | > loss_disc_real_1: 0.17696943879127502 (0.18804708537676482) | > loss_disc_real_2: 0.20724375545978546 (0.2014446822025918) | > loss_disc_real_3: 0.1734297275543213 (0.20710945820176838) | > loss_disc_real_4: 0.1903614103794098 (0.20789811311178658) | > loss_disc_real_5: 0.18502400815486908 (0.2008726253414785) | > loss_0: 2.25386905670166 (2.219713553687595) | > grad_norm_0: tensor(116.1557, device='cuda:0') (tensor(62.5914, device='cuda:0')) | > loss_gen: 2.87738037109375 (2.802495883790073) | > loss_kl: 1.797303318977356 (2.141598496216024) | > loss_feat: 8.34189224243164 (8.531133796995052) | > loss_mel: 14.754486083984375 (15.098657936449872) | > loss_duration: 1.579192876815796 (1.6043659843356401) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.35025405883789 (30.178252074892157) | > grad_norm_1: tensor(831.1288, device='cuda:0') (tensor(1019.2545, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.9277 (0.9095233370926207) | > loader_time: 0.01 (0.01140692376143096)  --> TIME: 2025-02-20 19:55:46 -- STEP: 201/924 -- GLOBAL_STEP: 151400 | > loss_disc: 2.1633169651031494 (2.225595112463729) | > loss_disc_real_0: 0.13881585001945496 (0.1264761699669397) | > loss_disc_real_1: 0.1565891057252884 (0.18793190852623082) | > loss_disc_real_2: 0.21205221116542816 (0.20160400911943235) | > loss_disc_real_3: 0.21377892792224884 (0.2079541931549708) | > loss_disc_real_4: 0.18379025161266327 (0.2076460569355619) | > loss_disc_real_5: 0.22851011157035828 (0.20232640985232678) | > loss_0: 2.1633169651031494 (2.225595112463729) | > grad_norm_0: tensor(78.2627, device='cuda:0') (tensor(61.3732, device='cuda:0')) | > loss_gen: 2.875051975250244 (2.792586328971445) | > loss_kl: 2.1917083263397217 (2.1410436588733353) | > loss_feat: 9.5486478805542 (8.4910285342392) | > loss_mel: 15.80616283416748 (15.074731285892316) | > loss_duration: 1.6227951049804688 (1.602544909092917) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.04436492919922 (30.101934689194408) | > grad_norm_1: tensor(1286.1963, device='cuda:0') (tensor(1002.4298, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.9277 (0.9096235730754796) | > loader_time: 0.0109 (0.01140423556465415)  --> TIME: 2025-02-20 19:56:32 -- STEP: 251/924 -- GLOBAL_STEP: 151450 | > loss_disc: 2.2389042377471924 (2.225989107116761) | > loss_disc_real_0: 0.16759881377220154 (0.12653871092841448) | > loss_disc_real_1: 0.1750033050775528 (0.18827240703352893) | > loss_disc_real_2: 0.17970523238182068 (0.20169468176554875) | > loss_disc_real_3: 0.21134422719478607 (0.2073248076248929) | > loss_disc_real_4: 0.2194555401802063 (0.20726795690468114) | > loss_disc_real_5: 0.18744054436683655 (0.20243384104325948) | > loss_0: 2.2389042377471924 (2.225989107116761) | > grad_norm_0: tensor(58.0776, device='cuda:0') (tensor(60.9727, device='cuda:0')) | > loss_gen: 2.7644288539886475 (2.7923720063441304) | > loss_kl: 2.1109626293182373 (2.1405750342099314) | > loss_feat: 8.21753215789795 (8.495773131153976) | > loss_mel: 13.390999794006348 (15.07127680911486) | > loss_duration: 1.5989549160003662 (1.6034975384336063) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.08287811279297 (30.103494522581062) | > grad_norm_1: tensor(1197.7390, device='cuda:0') (tensor(1005.3386, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.8609 (0.908997480612827) | > loader_time: 0.0101 (0.01143984490656758)  --> TIME: 2025-02-20 19:57:18 -- STEP: 301/924 -- GLOBAL_STEP: 151500 | > loss_disc: 2.060408592224121 (2.225221073904705) | > loss_disc_real_0: 0.09145457297563553 (0.1262901964352971) | > loss_disc_real_1: 0.16621088981628418 (0.1884675660105639) | > loss_disc_real_2: 0.21177740395069122 (0.20185969393712727) | > loss_disc_real_3: 0.20788373053073883 (0.2071321701191589) | > loss_disc_real_4: 0.20837034285068512 (0.20727616573290975) | > loss_disc_real_5: 0.18881942331790924 (0.20231317775788096) | > loss_0: 2.060408592224121 (2.225221073904705) | > grad_norm_0: tensor(48.0844, device='cuda:0') (tensor(61.7801, device='cuda:0')) | > loss_gen: 3.105167865753174 (2.7975970478945) | > loss_kl: 2.1702675819396973 (2.1316301002850966) | > loss_feat: 9.17570972442627 (8.495556120064572) | > loss_mel: 15.659040451049805 (15.054005616527062) | > loss_duration: 1.5981858968734741 (1.6034954002133237) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.708372116088867 (30.082284274687403) | > grad_norm_1: tensor(977.3801, device='cuda:0') (tensor(1008.9959, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.8888 (0.9084568609826985) | > loader_time: 0.0105 (0.011442111576118347)  --> TIME: 2025-02-20 19:58:04 -- STEP: 351/924 -- GLOBAL_STEP: 151550 | > loss_disc: 2.3569276332855225 (2.2313350007744615) | > loss_disc_real_0: 0.19002000987529755 (0.12843185432913304) | > loss_disc_real_1: 0.17400215566158295 (0.1889948071832332) | > loss_disc_real_2: 0.1894409954547882 (0.20189306938070845) | > loss_disc_real_3: 0.1859675645828247 (0.20678199632385183) | > loss_disc_real_4: 0.22177967429161072 (0.20777827683846845) | > loss_disc_real_5: 0.17916327714920044 (0.20212422914144995) | > loss_0: 2.3569276332855225 (2.2313350007744615) | > grad_norm_0: tensor(46.1303, device='cuda:0') (tensor(61.0236, device='cuda:0')) | > loss_gen: 2.6045751571655273 (2.792893466786441) | > loss_kl: 2.084641695022583 (2.1329371677844278) | > loss_feat: 8.358278274536133 (8.486339836718356) | > loss_mel: 14.659889221191406 (15.083604720243361) | > loss_duration: 1.5879218578338623 (1.6042273309495714) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.295307159423828 (30.100002468141735) | > grad_norm_1: tensor(472.6309, device='cuda:0') (tensor(976.9550, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.9345 (0.9093441338281006) | > loader_time: 0.0105 (0.011444076853260357)  --> TIME: 2025-02-20 19:58:50 -- STEP: 401/924 -- GLOBAL_STEP: 151600 | > loss_disc: 2.172424793243408 (2.2372184976972576) | > loss_disc_real_0: 0.04940486326813698 (0.12998546865255456) | > loss_disc_real_1: 0.16248056292533875 (0.1894005211883056) | > loss_disc_real_2: 0.19343799352645874 (0.2026270419136246) | > loss_disc_real_3: 0.17997147142887115 (0.20706346579026108) | > loss_disc_real_4: 0.19188477098941803 (0.2078530056741173) | > loss_disc_real_5: 0.1623009592294693 (0.20221116224726532) | > loss_0: 2.172424793243408 (2.2372184976972576) | > grad_norm_0: tensor(32.8697, device='cuda:0') (tensor(60.9678, device='cuda:0')) | > loss_gen: 2.866244077682495 (2.787705862611308) | > loss_kl: 2.3401124477386475 (2.138664912701841) | > loss_feat: 9.420418739318848 (8.477059692515999) | > loss_mel: 16.423809051513672 (15.111750341115748) | > loss_duration: 1.575858235359192 (1.6043635232192917) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.626441955566406 (30.11954427419458) | > grad_norm_1: tensor(1032.0225, device='cuda:0') (tensor(967.9293, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.8922 (0.9090853783852442) | > loader_time: 0.0098 (0.011439580275233549)  --> TIME: 2025-02-20 19:59:37 -- STEP: 451/924 -- GLOBAL_STEP: 151650 | > loss_disc: 2.437167167663574 (2.23757780893415) | > loss_disc_real_0: 0.2799294888973236 (0.13001254651935037) | > loss_disc_real_1: 0.19250541925430298 (0.18953089637396878) | > loss_disc_real_2: 0.18455816805362701 (0.20289527533984755) | > loss_disc_real_3: 0.20316755771636963 (0.20699009527256115) | > loss_disc_real_4: 0.18185102939605713 (0.20789610986038223) | > loss_disc_real_5: 0.22072820365428925 (0.20277312556550134) | > loss_0: 2.437167167663574 (2.23757780893415) | > grad_norm_0: tensor(121.3097, device='cuda:0') (tensor(60.4550, device='cuda:0')) | > loss_gen: 2.54917049407959 (2.7863248594584316) | > loss_kl: 2.2851293087005615 (2.1374835576820774) | > loss_feat: 7.650251388549805 (8.47199415473346) | > loss_mel: 14.565238952636719 (15.10861305228358) | > loss_duration: 1.5713772773742676 (1.6038960078338826) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.621166229248047 (30.10831161296024) | > grad_norm_1: tensor(937.3442, device='cuda:0') (tensor(971.9807, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.8971 (0.9097565547325659) | > loader_time: 0.01 (0.011454769883081814)  --> TIME: 2025-02-20 20:00:23 -- STEP: 501/924 -- GLOBAL_STEP: 151700 | > loss_disc: 2.194727897644043 (2.235313670601915) | > loss_disc_real_0: 0.17453521490097046 (0.13017428898347358) | > 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(0.9097910841068108) | > loader_time: 0.0119 (0.011458451162555262)  --> TIME: 2025-02-20 20:01:10 -- STEP: 551/924 -- GLOBAL_STEP: 151750 | > loss_disc: 2.3809549808502197 (2.2326836901870735) | > loss_disc_real_0: 0.1965847909450531 (0.12935475811713845) | > loss_disc_real_1: 0.19602127373218536 (0.18946935011990065) | > loss_disc_real_2: 0.19668971002101898 (0.20228279775478442) | > loss_disc_real_3: 0.22268317639827728 (0.20673356733932258) | > loss_disc_real_4: 0.21662269532680511 (0.20733649266069043) | > loss_disc_real_5: 0.2199963629245758 (0.20198205327057359) | > loss_0: 2.3809549808502197 (2.2326836901870735) | > grad_norm_0: tensor(110.5200, device='cuda:0') (tensor(60.4588, device='cuda:0')) | > loss_gen: 2.821073055267334 (2.79057460990878) | > loss_kl: 2.273469924926758 (2.1406999400220195) | > loss_feat: 8.154430389404297 (8.483537277595536) | > loss_mel: 14.718656539916992 (15.10714240515513) | > loss_duration: 1.571427822113037 (1.604313461187747) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.539058685302734 (30.126267666825367) | > grad_norm_1: tensor(932.9256, device='cuda:0') (tensor(967.0867, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.8991 (0.9096621692505159) | > loader_time: 0.0103 (0.011435587479717721)  --> TIME: 2025-02-20 20:01:56 -- STEP: 601/924 -- GLOBAL_STEP: 151800 | > loss_disc: 2.253028154373169 (2.231979197154627) | > loss_disc_real_0: 0.14535558223724365 (0.12896123163389692) | > loss_disc_real_1: 0.18233665823936462 (0.18928760994293936) | > loss_disc_real_2: 0.21890272200107574 (0.20231931218985896) | > loss_disc_real_3: 0.2335510402917862 (0.20680300769909057) | > loss_disc_real_4: 0.20393262803554535 (0.20742141535992237) | > loss_disc_real_5: 0.2098316103219986 (0.20183349816057322) | > loss_0: 2.253028154373169 (2.231979197154627) | > grad_norm_0: tensor(81.8421, device='cuda:0') (tensor(60.2606, device='cuda:0')) | > loss_gen: 2.7303781509399414 (2.7930040315859728) | > loss_kl: 2.312882900238037 (2.138713101182323) | > loss_feat: 7.8381028175354 (8.483401322325141) | > loss_mel: 14.255090713500977 (15.09918713847333) | > loss_duration: 1.6293761730194092 (1.604051655421836) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.765830993652344 (30.118357218839165) | > grad_norm_1: tensor(1049.2671, device='cuda:0') (tensor(964.8396, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.8985 (0.9092920421562258) | > loader_time: 0.0102 (0.011431020825555844)  --> TIME: 2025-02-20 20:02:42 -- STEP: 651/924 -- GLOBAL_STEP: 151850 | > loss_disc: 2.3085200786590576 (2.2307108049202284) | > loss_disc_real_0: 0.12659019231796265 (0.12844524409524677) | > loss_disc_real_1: 0.21103225648403168 (0.18924273115607093) | > loss_disc_real_2: 0.20383895933628082 (0.20255763755507541) | > loss_disc_real_3: 0.18843576312065125 (0.2066974241154901) | > loss_disc_real_4: 0.2202354520559311 (0.20715142369911235) | > loss_disc_real_5: 0.23285074532032013 (0.20179098347822816) | > loss_0: 2.3085200786590576 (2.2307108049202284) | > grad_norm_0: tensor(17.5909, device='cuda:0') (tensor(59.9888, device='cuda:0')) | > loss_gen: 2.562410593032837 (2.791509236425113) | > loss_kl: 2.144263982772827 (2.1408855466432444) | > loss_feat: 8.474873542785645 (8.484208628512382) | > loss_mel: 14.88440227508545 (15.092164467373566) | > loss_duration: 1.6047825813293457 (1.6036539200447297) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.670732498168945 (30.112421774095104) | > grad_norm_1: tensor(989.3699, device='cuda:0') (tensor(970.6515, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.9264 (0.9095777692516461) | > loader_time: 0.0151 (0.011449843141523567)  --> TIME: 2025-02-20 20:03:28 -- STEP: 701/924 -- GLOBAL_STEP: 151900 | > loss_disc: 2.2183854579925537 (2.230510602153831) | > loss_disc_real_0: 0.14566738903522491 (0.12939270223343433) | > loss_disc_real_1: 0.19039656221866608 (0.18905232098490304) | > loss_disc_real_2: 0.21825456619262695 (0.20245652510844345) | > loss_disc_real_3: 0.20074276626110077 (0.2066014007945544) | > loss_disc_real_4: 0.21298432350158691 (0.20707452594808778) | > loss_disc_real_5: 0.2088063806295395 (0.20139859385055067) | > loss_0: 2.2183854579925537 (2.230510602153831) | > grad_norm_0: tensor(66.0295, device='cuda:0') (tensor(60.1499, device='cuda:0')) | > loss_gen: 2.8401806354522705 (2.7940886966172025) | > loss_kl: 2.0567100048065186 (2.143789958001542) | > loss_feat: 8.378002166748047 (8.49359773671236) | > loss_mel: 15.143465042114258 (15.093415784087567) | > loss_duration: 1.5597472190856934 (1.6036123154676922) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.978107452392578 (30.128504463337286) | > grad_norm_1: tensor(978.2092, device='cuda:0') (tensor(964.3906, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.8984 (0.90957914813609) | > loader_time: 0.0108 (0.011448375848832732)  --> TIME: 2025-02-20 20:04:15 -- STEP: 751/924 -- GLOBAL_STEP: 151950 | > loss_disc: 2.177534580230713 (2.2308613015872063) | > loss_disc_real_0: 0.09003720432519913 (0.12911069562805016) | > loss_disc_real_1: 0.21375595033168793 (0.18921110492333598) | > loss_disc_real_2: 0.2184961885213852 (0.20271035318527011) | > loss_disc_real_3: 0.20561860501766205 (0.20669253045487185) | > loss_disc_real_4: 0.20895443856716156 (0.20694359365141343) | > loss_disc_real_5: 0.18602852523326874 (0.2019420532626254) | > loss_0: 2.177534580230713 (2.2308613015872063) | > grad_norm_0: tensor(47.4494, device='cuda:0') (tensor(59.7698, device='cuda:0')) | > loss_gen: 2.6721999645233154 (2.7916380390822493) | > loss_kl: 2.1046690940856934 (2.1462237496826813) | > loss_feat: 8.279507637023926 (8.491219550410847) | > loss_mel: 15.25011920928955 (15.101919517059933) | > loss_duration: 1.596827507019043 (1.6034252034046355) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.903324127197266 (30.134426040751006) | > grad_norm_1: tensor(1083.7893, device='cuda:0') (tensor(962.4836, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.9038 (0.9105100768225171) | > loader_time: 0.0141 (0.011460783637157303)  --> TIME: 2025-02-20 20:05:01 -- STEP: 801/924 -- GLOBAL_STEP: 152000 | > loss_disc: 2.1999990940093994 (2.2334808368659083) | > loss_disc_real_0: 0.08111732453107834 (0.12973334499810377) | > loss_disc_real_1: 0.1691686064004898 (0.1893547149409963) | > loss_disc_real_2: 0.20757676661014557 (0.20288900798477327) | > loss_disc_real_3: 0.1697978973388672 (0.20655009195152743) | > loss_disc_real_4: 0.16587524116039276 (0.20700282799766007) | > loss_disc_real_5: 0.2166101485490799 (0.2020145038726475) | > loss_0: 2.1999990940093994 (2.2334808368659083) | > grad_norm_0: tensor(53.7796, device='cuda:0') (tensor(59.9863, device='cuda:0')) | > loss_gen: 2.6189639568328857 (2.788194347112515) | > loss_kl: 2.330174446105957 (2.1446171263779283) | > loss_feat: 9.154642105102539 (8.472149276852447) | > loss_mel: 15.98906135559082 (15.084854130738979) | > loss_duration: 1.5811740159988403 (1.6035168221529648) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.674015045166016 (30.093331695347093) | > grad_norm_1: tensor(511.0543, device='cuda:0') (tensor(954.9340, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.8647 (0.9097449356845851) | > loader_time: 0.0107 (0.011456889903798392) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_152000.pth  --> TIME: 2025-02-20 20:05:49 -- STEP: 851/924 -- GLOBAL_STEP: 152050 | > loss_disc: 2.186504602432251 (2.232593638916557) | > loss_disc_real_0: 0.06367222219705582 (0.1298516214629318) | > loss_disc_real_1: 0.19179187715053558 (0.18932000093258372) | > loss_disc_real_2: 0.20883041620254517 (0.20279402568603647) | > loss_disc_real_3: 0.18906772136688232 (0.2063740682202697) | > loss_disc_real_4: 0.20085716247558594 (0.20699056063709753) | > loss_disc_real_5: 0.17150956392288208 (0.20193086758903828) | > loss_0: 2.186504602432251 (2.232593638916557) | > grad_norm_0: tensor(66.0255, device='cuda:0') (tensor(60.3371, device='cuda:0')) | > loss_gen: 2.9799087047576904 (2.790106829689196) | > loss_kl: 2.001483917236328 (2.144329796946845) | > loss_feat: 8.877001762390137 (8.480089252619836) | > loss_mel: 15.589599609375 (15.088979913821369) | > loss_duration: 1.6181485652923584 (1.6032377480059752) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.066143035888672 (30.106743535760145) | > grad_norm_1: tensor(467.4514, device='cuda:0') (tensor(953.2941, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.8858 (0.9090527297467098) | > loader_time: 0.0113 (0.011457756179199944)  --> TIME: 2025-02-20 20:06:35 -- STEP: 901/924 -- GLOBAL_STEP: 152100 | > loss_disc: 2.1901309490203857 (2.232109451399794) | > loss_disc_real_0: 0.13266463577747345 (0.1293073739323117) | > loss_disc_real_1: 0.18557998538017273 (0.18938867101129503) | > loss_disc_real_2: 0.2115151286125183 (0.20267309121101196) | > loss_disc_real_3: 0.20516104996204376 (0.20650078258689053) | > loss_disc_real_4: 0.20335468649864197 (0.20696885447192537) | > loss_disc_real_5: 0.2016529142856598 (0.20215287789718947) | > loss_0: 2.1901309490203857 (2.232109451399794) | > grad_norm_0: tensor(62.9196, device='cuda:0') (tensor(60.2860, device='cuda:0')) | > loss_gen: 2.861888885498047 (2.7915136054670904) | > loss_kl: 2.1101529598236084 (2.1472921219306005) | > loss_feat: 8.637903213500977 (8.492249027870322) | > loss_mel: 14.532914161682129 (15.09520269578093) | > loss_duration: 1.6238102912902832 (1.6032564843799109) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.76667022705078 (30.12951394482273) | > grad_norm_1: tensor(1193.0902, device='cuda:0') (tensor(950.4199, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.9168 (0.9083853223083022) | > loader_time: 0.012 (0.011461251583797958)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.409818172454834 (2.409818172454834) | > loss_disc_real_0: 0.10763053596019745 (0.10763053596019745) | > loss_disc_real_1: 0.23147167265415192 (0.23147167265415192) | > loss_disc_real_2: 0.23023000359535217 (0.23023000359535217) | > loss_disc_real_3: 0.1947581022977829 (0.1947581022977829) | > loss_disc_real_4: 0.2268010824918747 (0.2268010824918747) | > loss_disc_real_5: 0.1996198147535324 (0.1996198147535324) | > loss_0: 2.409818172454834 (2.409818172454834) | > loss_gen: 2.305389404296875 (2.305389404296875) | > loss_kl: 1.9758446216583252 (1.9758446216583252) | > loss_feat: 6.875913619995117 (6.875913619995117) | > loss_mel: 13.331883430480957 (13.331883430480957) | > loss_duration: 1.686759114265442 (1.686759114265442) | > loss_1: 26.175790786743164 (26.175790786743164)  --> STEP: 1 | > loss_disc: 2.196040630340576 (2.196040630340576) | > loss_disc_real_0: 0.09064784646034241 (0.09064784646034241) | > loss_disc_real_1: 0.20953352749347687 (0.20953352749347687) | > loss_disc_real_2: 0.20555338263511658 (0.20555338263511658) | > loss_disc_real_3: 0.17595480382442474 (0.17595480382442474) | > loss_disc_real_4: 0.17588889598846436 (0.17588889598846436) | > loss_disc_real_5: 0.1402144730091095 (0.1402144730091095) | > loss_0: 2.196040630340576 (2.196040630340576) | > loss_gen: 2.4107584953308105 (2.4107584953308105) | > loss_kl: 1.981526255607605 (1.981526255607605) | > loss_feat: 9.125022888183594 (9.125022888183594) | > loss_mel: 15.914300918579102 (15.914300918579102) | > loss_duration: 1.691550850868225 (1.691550850868225) | > loss_1: 31.12316131591797 (31.12316131591797)  --> STEP: 2 | > loss_disc: 2.3233463764190674 (2.2596935033798218) | > loss_disc_real_0: 0.09706713259220123 (0.09385748952627182) | > loss_disc_real_1: 0.22065167129039764 (0.21509259939193726) | > loss_disc_real_2: 0.22856035828590393 (0.21705687046051025) | > loss_disc_real_3: 0.19527795910835266 (0.1856163814663887) | > loss_disc_real_4: 0.20570328831672668 (0.19079609215259552) | > loss_disc_real_5: 0.18557363748550415 (0.16289405524730682) | > loss_0: 2.3233463764190674 (2.2596935033798218) | > loss_gen: 2.3421473503112793 (2.376452922821045) | > loss_kl: 1.9497066736221313 (1.9656164646148682) | > loss_feat: 7.653268337249756 (8.389145612716675) | > loss_mel: 14.089134216308594 (15.001717567443848) | > loss_duration: 1.5844930410385132 (1.6380219459533691) | > loss_1: 27.618749618530273 (29.37095546722412)  --> STEP: 3 | > loss_disc: 2.3853039741516113 (2.3015636603037515) | > loss_disc_real_0: 0.09400526434183121 (0.09390674779812495) | > loss_disc_real_1: 0.23858685791492462 (0.2229240188995997) | > loss_disc_real_2: 0.23173727095127106 (0.22195033729076385) | > loss_disc_real_3: 0.20109696686267853 (0.19077657659848532) | > loss_disc_real_4: 0.19714443385601044 (0.19291220605373383) | > loss_disc_real_5: 0.17955009639263153 (0.16844606896241507) | > loss_0: 2.3853039741516113 (2.3015636603037515) | > loss_gen: 2.2685165405273438 (2.3404741287231445) | > loss_kl: 1.9753761291503906 (1.968869686126709) | > loss_feat: 7.19480562210083 (7.9910322825113935) | > loss_mel: 13.461225509643555 (14.48822021484375) | > loss_duration: 1.6733812093734741 (1.649808367093404) | > loss_1: 26.573305130004883 (28.438405354817707)  --> STEP: 4 | > loss_disc: 2.469155788421631 (2.3434616923332214) | > loss_disc_real_0: 0.12897741794586182 (0.10267441533505917) | > loss_disc_real_1: 0.2321922332048416 (0.2252410724759102) | > loss_disc_real_2: 0.24360592663288116 (0.22736423462629318) | > loss_disc_real_3: 0.1898752897977829 (0.1905512548983097) | > loss_disc_real_4: 0.21135592460632324 (0.19752313569188118) | > loss_disc_real_5: 0.18382079899311066 (0.17228975147008896) | > loss_0: 2.469155788421631 (2.3434616923332214) | > loss_gen: 2.143237590789795 (2.291164994239807) | > loss_kl: 1.9355850219726562 (1.9605485200881958) | > loss_feat: 6.28816556930542 (7.5653156042099) | > loss_mel: 12.310751914978027 (13.94385313987732) | > loss_duration: 1.7585726976394653 (1.6769994497299194) | > loss_1: 24.436315536499023 (27.437882900238037)  --> STEP: 5 | > loss_disc: 2.1519556045532227 (2.305160474777222) | > loss_disc_real_0: 0.0988469123840332 (0.10190891474485397) | > loss_disc_real_1: 0.21200817823410034 (0.2225944936275482) | > loss_disc_real_2: 0.19301454722881317 (0.2204942971467972) | > loss_disc_real_3: 0.27630481123924255 (0.20770196616649628) | > loss_disc_real_4: 0.22416487336158752 (0.20285148322582244) | > loss_disc_real_5: 0.17400765419006348 (0.17263333201408387) | > loss_0: 2.1519556045532227 (2.305160474777222) | > loss_gen: 2.6547462940216064 (2.363881254196167) | > loss_kl: 2.043386459350586 (1.9771161079406738) | > loss_feat: 9.401102066040039 (7.932472896575928) | > loss_mel: 17.1517333984375 (14.585429191589355) | > loss_duration: 1.5012764930725098 (1.6418548583984376) | > loss_1: 32.75224685668945 (28.50075569152832) --> EVAL PERFORMANCE | > avg_loader_time: 0.1573718547821045 (+0.0005533218383789174) | > avg_loss_disc: 2.305160474777222 (+0.1066660404205324) | > avg_loss_disc_real_0: 0.10190891474485397 (-0.002267059683799741) | > avg_loss_disc_real_1: 0.2225944936275482 (+0.0023987293243408203) | > avg_loss_disc_real_2: 0.2204942971467972 (+0.014082109928131109) | > avg_loss_disc_real_3: 0.20770196616649628 (-0.021533384919166565) | > avg_loss_disc_real_4: 0.20285148322582244 (-0.021449440717697138) | > avg_loss_disc_real_5: 0.17263333201408387 (-0.03967956900596617) | > avg_loss_0: 2.305160474777222 (+0.1066660404205324) | > avg_loss_gen: 2.363881254196167 (-0.3540862083435061) | > avg_loss_kl: 1.9771161079406738 (-0.1598015785217286) | > avg_loss_feat: 7.932472896575928 (-0.249033737182617) | > avg_loss_mel: 14.585429191589355 (-0.18611984252929759) | > avg_loss_duration: 1.6418548583984376 (+0.005991005897522106) | > avg_loss_1: 28.50075569152832 (-0.9430500030517592)  > EPOCH: 115/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 20:07:04)   --> TIME: 2025-02-20 20:07:31 -- STEP: 27/924 -- GLOBAL_STEP: 152150 | > loss_disc: 2.212416887283325 (2.2088135701638683) | > loss_disc_real_0: 0.10511723160743713 (0.11672756876106616) | > loss_disc_real_1: 0.1954469531774521 (0.18998095558749306) | > loss_disc_real_2: 0.2166261225938797 (0.20382916927337646) | > loss_disc_real_3: 0.20219139754772186 (0.20715653510005386) | > loss_disc_real_4: 0.2004367709159851 (0.20593688278286545) | > loss_disc_real_5: 0.2161121964454651 (0.19969959612245913) | > loss_0: 2.212416887283325 (2.2088135701638683) | > grad_norm_0: tensor(70.8692, device='cuda:0') (tensor(58.9391, device='cuda:0')) | > loss_gen: 2.639315366744995 (2.7894471133196794) | > loss_kl: 2.2706856727600098 (2.1434930342215077) | > loss_feat: 7.7561421394348145 (8.541982862684462) | > loss_mel: 15.194183349609375 (15.220948855082193) | > loss_duration: 1.6562654972076416 (1.597057165922942) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.516592025756836 (30.292929190176505) | > grad_norm_1: tensor(403.7282, device='cuda:0') (tensor(999.8096, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.8879 (0.9036077040213125) | > loader_time: 0.0103 (0.01094108157687717)  --> TIME: 2025-02-20 20:08:18 -- STEP: 77/924 -- GLOBAL_STEP: 152200 | > loss_disc: 2.3060288429260254 (2.2312476882686862) | > loss_disc_real_0: 0.13005003333091736 (0.1286791639958883) | > loss_disc_real_1: 0.20615142583847046 (0.18919901375646717) | > loss_disc_real_2: 0.2156483381986618 (0.20528386881599175) | > loss_disc_real_3: 0.2608206272125244 (0.20613033392212607) | > loss_disc_real_4: 0.2221774011850357 (0.2068265362993464) | > loss_disc_real_5: 0.2852141559123993 (0.2026067381942427) | > loss_0: 2.3060288429260254 (2.2312476882686862) | > grad_norm_0: tensor(46.3355, device='cuda:0') (tensor(60.9667, device='cuda:0')) | > loss_gen: 2.793245553970337 (2.803979542348292) | > loss_kl: 2.3452675342559814 (2.1580908623608663) | > loss_feat: 8.481483459472656 (8.567042970038077) | > loss_mel: 15.936378479003906 (15.160971728238193) | > loss_duration: 1.5550673007965088 (1.6018351270006848) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.11144256591797 (30.291920426604037) | > grad_norm_1: tensor(1047.2155, device='cuda:0') (tensor(936.9087, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.903 (0.907108430738573) | > loader_time: 0.0109 (0.011362623858761476)  --> TIME: 2025-02-20 20:09:03 -- STEP: 127/924 -- GLOBAL_STEP: 152250 | > loss_disc: 2.149104118347168 (2.2299991198412075) | > loss_disc_real_0: 0.08999203890562057 (0.1282857782317428) | > loss_disc_real_1: 0.177317276597023 (0.19100333891046328) | > loss_disc_real_2: 0.17194998264312744 (0.20468260840637478) | > loss_disc_real_3: 0.1880069375038147 (0.20467711034722216) | > loss_disc_real_4: 0.20563416182994843 (0.20753888762372688) | > loss_disc_real_5: 0.1809726059436798 (0.201976297525909) | > loss_0: 2.149104118347168 (2.2299991198412075) | > grad_norm_0: tensor(25.8344, device='cuda:0') (tensor(57.9148, device='cuda:0')) | > loss_gen: 2.692963123321533 (2.80062010532289) | > loss_kl: 2.1391289234161377 (2.1615401684768543) | > loss_feat: 8.02411937713623 (8.553938610347236) | > loss_mel: 13.955933570861816 (15.215490588991662) | > loss_duration: 1.6131486892700195 (1.6016644802619153) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.42529296875 (30.33325395058459) | > grad_norm_1: tensor(848.9080, device='cuda:0') (tensor(947.2996, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.8567 (0.9034508269602858) | > loader_time: 0.0097 (0.011296709691445656)  --> TIME: 2025-02-20 20:09:50 -- STEP: 177/924 -- GLOBAL_STEP: 152300 | > loss_disc: 2.307767391204834 (2.2319469990703333) | > loss_disc_real_0: 0.12662458419799805 (0.1275465901162328) | > loss_disc_real_1: 0.19941489398479462 (0.1904909305990079) | > loss_disc_real_2: 0.2187410295009613 (0.20384878155875344) | > loss_disc_real_3: 0.2221665382385254 (0.20574122094838632) | > loss_disc_real_4: 0.2375544011592865 (0.20747946093311423) | > loss_disc_real_5: 0.18717044591903687 (0.2029221690980728) | > loss_0: 2.307767391204834 (2.2319469990703333) | > grad_norm_0: tensor(25.0750, device='cuda:0') (tensor(56.9293, device='cuda:0')) | > loss_gen: 2.6641807556152344 (2.7863756977232166) | > loss_kl: 2.0137577056884766 (2.1675159358708864) | > loss_feat: 8.003852844238281 (8.502270275590107) | > loss_mel: 14.349349021911621 (15.167823667580125) | > loss_duration: 1.6109628677368164 (1.6021702020181767) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.642101287841797 (30.22615580370197) | > grad_norm_1: tensor(584.9647, device='cuda:0') (tensor(941.1335, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.8884 (0.9053711891174316) | > loader_time: 0.0133 (0.011259981467898954)  --> TIME: 2025-02-20 20:10:36 -- STEP: 227/924 -- GLOBAL_STEP: 152350 | > loss_disc: 2.3726842403411865 (2.2317011372108277) | > loss_disc_real_0: 0.27050304412841797 (0.1283167495437392) | > loss_disc_real_1: 0.2217332124710083 (0.1907146361036973) | > loss_disc_real_2: 0.23600968718528748 (0.2029011357198203) | > loss_disc_real_3: 0.21306417882442474 (0.2051312555169219) | > loss_disc_real_4: 0.24444621801376343 (0.20722084784560268) | > loss_disc_real_5: 0.22555367648601532 (0.20354109844972385) | > loss_0: 2.3726842403411865 (2.2317011372108277) | > grad_norm_0: tensor(93.3270, device='cuda:0') (tensor(58.2244, device='cuda:0')) | > loss_gen: 2.8141543865203857 (2.782649564322921) | > loss_kl: 2.152907371520996 (2.1654530800386667) | > loss_feat: 7.469752311706543 (8.485713399979506) | > loss_mel: 13.115407943725586 (15.134676466954437) | > loss_duration: 1.5902148485183716 (1.6022054298333654) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.142436981201172 (30.1706979894428) | > grad_norm_1: tensor(783.6409, device='cuda:0') (tensor(946.6622, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.9177 (0.9067695340396024) | > loader_time: 0.0102 (0.011232967418721068)  --> TIME: 2025-02-20 20:11:22 -- STEP: 277/924 -- GLOBAL_STEP: 152400 | > loss_disc: 2.244347095489502 (2.231637698648637) | > loss_disc_real_0: 0.11470131576061249 (0.12828920068831218) | > loss_disc_real_1: 0.162385493516922 (0.19058091448962905) | > loss_disc_real_2: 0.15445607900619507 (0.20275273671649427) | > loss_disc_real_3: 0.20150110125541687 (0.20506571717425803) | > loss_disc_real_4: 0.22935132682323456 (0.207373850558639) | > loss_disc_real_5: 0.24027827382087708 (0.20315932608898798) | > loss_0: 2.244347095489502 (2.231637698648637) | > grad_norm_0: tensor(53.2717, device='cuda:0') (tensor(58.4405, device='cuda:0')) | > loss_gen: 2.6184017658233643 (2.7823768884266324) | > loss_kl: 2.3174102306365967 (2.159641999199932) | > loss_feat: 7.914795398712158 (8.46284241968974) | > loss_mel: 14.192537307739258 (15.099037191067362) | > loss_duration: 1.5837528705596924 (1.6033908589221937) | > amp_scaler: 128.0 (131.69675090252707) | > loss_1: 28.62689971923828 (30.107289393455975) | > grad_norm_1: tensor(632.9371, device='cuda:0') (tensor(938.9612, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.9616 (0.9071964856089237) | > loader_time: 0.014 (0.011197054859533203)  --> TIME: 2025-02-20 20:12:09 -- STEP: 327/924 -- GLOBAL_STEP: 152450 | > loss_disc: 2.270017623901367 (2.226699503554479) | > loss_disc_real_0: 0.2925489842891693 (0.12781899663924445) | > loss_disc_real_1: 0.16576331853866577 (0.19003671403142655) | > loss_disc_real_2: 0.19856815040111542 (0.2024371150983583) | > loss_disc_real_3: 0.24308033287525177 (0.20508104225546578) | > loss_disc_real_4: 0.19277332723140717 (0.2068471426901832) | > loss_disc_real_5: 0.22737763822078705 (0.20294490105697513) | > loss_0: 2.270017623901367 (2.226699503554479) | > grad_norm_0: tensor(97.4740, device='cuda:0') (tensor(59.7043, device='cuda:0')) | > loss_gen: 3.182647705078125 (2.7915603246893) | > loss_kl: 2.2065699100494385 (2.153242154223475) | > loss_feat: 9.557604789733887 (8.488233938129667) | > loss_mel: 16.159076690673828 (15.108690620562353) | > loss_duration: 1.6424477100372314 (1.6032647437641008) | > amp_scaler: 128.0 (131.1314984709481) | > loss_1: 32.748348236083984 (30.144991813449685) | > grad_norm_1: tensor(1159.7373, device='cuda:0') (tensor(969.7393, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.945 (0.9106505237952649) | > loader_time: 0.0115 (0.011244328379266484)  --> TIME: 2025-02-20 20:12:56 -- STEP: 377/924 -- GLOBAL_STEP: 152500 | > loss_disc: 2.1438040733337402 (2.227193866863805) | > loss_disc_real_0: 0.09107297658920288 (0.12672246290020028) | > loss_disc_real_1: 0.20442937314510345 (0.18985901444913222) | > loss_disc_real_2: 0.23012389242649078 (0.20237607929845702) | > loss_disc_real_3: 0.2466975599527359 (0.20546862447451533) | > loss_disc_real_4: 0.21853716671466827 (0.20710161367841362) | > loss_disc_real_5: 0.22447027266025543 (0.2029219827063837) | > loss_0: 2.1438040733337402 (2.227193866863805) | > grad_norm_0: tensor(52.2011, device='cuda:0') (tensor(59.5998, device='cuda:0')) | > loss_gen: 3.0879065990448 (2.7902247918379404) | > loss_kl: 2.085944414138794 (2.152874949440083) | > loss_feat: 9.468914985656738 (8.489187408821653) | > loss_mel: 17.077816009521484 (15.11404538850253) | > loss_duration: 1.5929162502288818 (1.6036849752345192) | > amp_scaler: 128.0 (130.71618037135283) | > loss_1: 33.31349563598633 (30.15001758909352) | > grad_norm_1: tensor(858.9048, device='cuda:0') (tensor(958.5801, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.9309 (0.9110242725999665) | > loader_time: 0.0118 (0.011228273022396174)  --> TIME: 2025-02-20 20:13:42 -- STEP: 427/924 -- GLOBAL_STEP: 152550 | > loss_disc: 2.343536138534546 (2.2279115128014606) | > loss_disc_real_0: 0.1916694939136505 (0.12718286580761656) | > loss_disc_real_1: 0.17991229891777039 (0.19010272828002725) | > loss_disc_real_2: 0.19232384860515594 (0.20238099419958977) | > loss_disc_real_3: 0.17572669684886932 (0.20524039738909702) | > loss_disc_real_4: 0.20696386694908142 (0.20714477563071865) | > loss_disc_real_5: 0.19232888519763947 (0.2026179080405895) | > loss_0: 2.343536138534546 (2.2279115128014606) | > grad_norm_0: tensor(123.6649, device='cuda:0') (tensor(60.2424, device='cuda:0')) | > loss_gen: 2.6990997791290283 (2.7918812692584143) | > loss_kl: 2.2362163066864014 (2.15179388193671) | > loss_feat: 8.550203323364258 (8.491689483231626) | > loss_mel: 15.758201599121094 (15.139094538096801) | > loss_duration: 1.5874686241149902 (1.6039705915808393) | > amp_scaler: 128.0 (130.3981264637004) | > loss_1: 30.83119010925293 (30.178429824686162) | > grad_norm_1: tensor(648.2797, device='cuda:0') (tensor(943.8454, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.9056 (0.911504110072759) | > loader_time: 0.0169 (0.01126657101812072)  --> TIME: 2025-02-20 20:14:29 -- STEP: 477/924 -- GLOBAL_STEP: 152600 | > loss_disc: 2.2226881980895996 (2.228979457099479) | > loss_disc_real_0: 0.16680818796157837 (0.1276042680851569) | > loss_disc_real_1: 0.18516826629638672 (0.1903152160299649) | > loss_disc_real_2: 0.2028702348470688 (0.20258806249130698) | > loss_disc_real_3: 0.1848875731229782 (0.2052131551366682) | > loss_disc_real_4: 0.18664664030075073 (0.20701833840935985) | > loss_disc_real_5: 0.19459380209445953 (0.20261218072358422) | > loss_0: 2.2226881980895996 (2.228979457099479) | > grad_norm_0: tensor(97.5035, device='cuda:0') (tensor(59.6176, device='cuda:0')) | > loss_gen: 2.713113784790039 (2.7889079367839567) | > loss_kl: 2.188668966293335 (2.1495724516594685) | > loss_feat: 7.574955940246582 (8.472205813825745) | > loss_mel: 14.22167682647705 (15.108009992155639) | > loss_duration: 1.566467523574829 (1.6040435067262784) | > amp_scaler: 128.0 (130.14675052410917) | > loss_1: 28.264883041381836 (30.122739759881043) | > grad_norm_1: tensor(1031.9282, device='cuda:0') (tensor(942.4012, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.905 (0.9118899624302702) | > loader_time: 0.0107 (0.011269911780047463)  --> TIME: 2025-02-20 20:15:15 -- STEP: 527/924 -- GLOBAL_STEP: 152650 | > loss_disc: 2.287233591079712 (2.2284261743755414) | > loss_disc_real_0: 0.15788066387176514 (0.12788942060389147) | > loss_disc_real_1: 0.18525780737400055 (0.1902506701520996) | > loss_disc_real_2: 0.2108592689037323 (0.20266593282996365) | > loss_disc_real_3: 0.2241077572107315 (0.2051789113647345) | > loss_disc_real_4: 0.192769855260849 (0.20698326359550687) | > loss_disc_real_5: 0.23496113717556 (0.2020781930444137) | > loss_0: 2.287233591079712 (2.2284261743755414) | > grad_norm_0: tensor(88.1927, device='cuda:0') (tensor(59.9461, device='cuda:0')) | > loss_gen: 2.816789388656616 (2.7958033614185775) | > loss_kl: 2.0856101512908936 (2.1479895673621536) | > loss_feat: 8.752457618713379 (8.487413998120639) | > loss_mel: 15.873461723327637 (15.110872418875939) | > loss_duration: 1.6034932136535645 (1.6042844758314239) | > amp_scaler: 128.0 (129.94307400379526) | > loss_1: 31.131811141967773 (30.146363886302968) | > grad_norm_1: tensor(973.7200, device='cuda:0') (tensor(936.6261, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.9251 (0.9117154916730733) | > loader_time: 0.0109 (0.011277541263732328)  --> TIME: 2025-02-20 20:16:02 -- STEP: 577/924 -- GLOBAL_STEP: 152700 | > loss_disc: 2.1985023021698 (2.2290168037860782) | > loss_disc_real_0: 0.09075277298688889 (0.127057968027102) | > loss_disc_real_1: 0.1655917912721634 (0.19040562178894388) | > loss_disc_real_2: 0.19945287704467773 (0.20290592054560444) | > loss_disc_real_3: 0.1891975700855255 (0.20536168384490017) | > loss_disc_real_4: 0.20754794776439667 (0.20711104556324167) | > loss_disc_real_5: 0.23082633316516876 (0.20218290271079314) | > loss_0: 2.1985023021698 (2.2290168037860782) | > grad_norm_0: tensor(34.5986, device='cuda:0') (tensor(59.8590, device='cuda:0')) | > loss_gen: 2.826472043991089 (2.793580947343769) | > loss_kl: 2.118849277496338 (2.1458478383009725) | > loss_feat: 8.598515510559082 (8.470759913247827) | > loss_mel: 16.69215965270996 (15.099059131364475) | > loss_duration: 1.6022919416427612 (1.6040807751683666) | > amp_scaler: 128.0 (129.77469670710585) | > loss_1: 31.838287353515625 (30.113328639514727) | > grad_norm_1: tensor(903.7889, device='cuda:0') (tensor(940.0003, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.9237 (0.9121659992059351) | > loader_time: 0.0116 (0.011286218203539656)  --> TIME: 2025-02-20 20:16:48 -- STEP: 627/924 -- GLOBAL_STEP: 152750 | > loss_disc: 2.1280252933502197 (2.2275321033012334) | > loss_disc_real_0: 0.16539393365383148 (0.12678669735290218) | > loss_disc_real_1: 0.19579236209392548 (0.19023395734920842) | > loss_disc_real_2: 0.20780295133590698 (0.2028589793369531) | > loss_disc_real_3: 0.20578652620315552 (0.20514848989923223) | > loss_disc_real_4: 0.2009267956018448 (0.20709527995692867) | > loss_disc_real_5: 0.21026326715946198 (0.2018060683253469) | > loss_0: 2.1280252933502197 (2.2275321033012334) | > grad_norm_0: tensor(83.4667, device='cuda:0') (tensor(60.4632, device='cuda:0')) | > loss_gen: 3.1745190620422363 (2.797858071289184) | > loss_kl: 2.440382719039917 (2.1482790326387686) | > loss_feat: 9.355506896972656 (8.485216729378578) | > loss_mel: 16.902931213378906 (15.117159460149884) | > loss_duration: 1.5791237354278564 (1.6037720110998188) | > amp_scaler: 128.0 (129.63317384370032) | > loss_1: 33.45246505737305 (30.15228532794179) | > grad_norm_1: tensor(883.7155, device='cuda:0') (tensor(939.7522, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.8951 (0.9121003812580021) | > loader_time: 0.0102 (0.011296001537754959)  --> TIME: 2025-02-20 20:17:35 -- STEP: 677/924 -- GLOBAL_STEP: 152800 | > loss_disc: 2.2937428951263428 (2.22723727159345) | > loss_disc_real_0: 0.13646259903907776 (0.1263396930791427) | > loss_disc_real_1: 0.2034749537706375 (0.1901734732366559) | > loss_disc_real_2: 0.19414640963077545 (0.2029354725489765) | > loss_disc_real_3: 0.18220792710781097 (0.20516628797332503) | > loss_disc_real_4: 0.1999381184577942 (0.20731634682971584) | > loss_disc_real_5: 0.18694652616977692 (0.20175272653338827) | > loss_0: 2.2937428951263428 (2.22723727159345) | > grad_norm_0: tensor(36.3465, device='cuda:0') (tensor(60.6109, device='cuda:0')) | > loss_gen: 2.6927921772003174 (2.7990059201086988) | > loss_kl: 1.9773012399673462 (2.145680723197352) | > loss_feat: 8.453876495361328 (8.483369356772393) | > loss_mel: 15.520565032958984 (15.115506256700794) | > loss_duration: 1.6088769435882568 (1.6032629449751374) | > amp_scaler: 128.0 (129.512555391433) | > loss_1: 30.253414154052734 (30.14682522975183) | > grad_norm_1: tensor(515.4525, device='cuda:0') (tensor(942.0945, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.9373 (0.9123471984130772) | > loader_time: 0.0116 (0.01133189384482988)  --> TIME: 2025-02-20 20:18:22 -- STEP: 727/924 -- GLOBAL_STEP: 152850 | > loss_disc: 2.2849104404449463 (2.226836782538087) | > loss_disc_real_0: 0.06700429320335388 (0.12609417540786028) | > loss_disc_real_1: 0.17190797626972198 (0.19010856991538974) | > loss_disc_real_2: 0.20410853624343872 (0.20295177521043178) | > loss_disc_real_3: 0.1974688023328781 (0.20528378834668676) | > loss_disc_real_4: 0.18821553885936737 (0.20717122359649678) | > loss_disc_real_5: 0.16085799038410187 (0.2017876839334404) | > loss_0: 2.2849104404449463 (2.226836782538087) | > grad_norm_0: tensor(43.9384, device='cuda:0') (tensor(60.6282, device='cuda:0')) | > loss_gen: 2.6027865409851074 (2.799634425807359) | > loss_kl: 2.1478662490844727 (2.1418238435519616) | > loss_feat: 8.422719955444336 (8.492498432589695) | > loss_mel: 16.213844299316406 (15.125846824750939) | > loss_duration: 1.6099400520324707 (1.6032511130323752) | > amp_scaler: 128.0 (129.4085281980745) | > loss_1: 30.99715805053711 (30.163054664328463) | > grad_norm_1: tensor(1307.5591, device='cuda:0') (tensor(945.7190, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 1.0142 (0.912895201980822) | > loader_time: 0.0138 (0.011358613981013451)  --> TIME: 2025-02-20 20:19:08 -- STEP: 777/924 -- GLOBAL_STEP: 152900 | > loss_disc: 2.3465731143951416 (2.228787717518506) | > loss_disc_real_0: 0.1477399617433548 (0.12739729002463318) | > loss_disc_real_1: 0.2226152867078781 (0.19025113758663414) | > loss_disc_real_2: 0.19806355237960815 (0.2029729435457687) | > loss_disc_real_3: 0.2000793218612671 (0.20515068113190174) | > loss_disc_real_4: 0.2364080548286438 (0.2071556129242309) | > loss_disc_real_5: 0.22352875769138336 (0.2016542263357796) | > loss_0: 2.3465731143951416 (2.228787717518506) | > grad_norm_0: tensor(42.8671, device='cuda:0') (tensor(60.8253, device='cuda:0')) | > loss_gen: 2.613314390182495 (2.798618379246774) | > loss_kl: 1.973509430885315 (2.139228035584381) | > loss_feat: 7.750662803649902 (8.4890025732907) | > loss_mel: 14.365679740905762 (15.125700544359754) | > loss_duration: 1.633204460144043 (1.6036905722268289) | > amp_scaler: 128.0 (129.3178893178896) | > loss_1: 28.336368560791016 (30.156240122045173) | > grad_norm_1: tensor(317.8135, device='cuda:0') (tensor(939.7717, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.9201 (0.9130631367672367) | > loader_time: 0.012 (0.011385729874423114)  --> TIME: 2025-02-20 20:19:54 -- STEP: 827/924 -- GLOBAL_STEP: 152950 | > loss_disc: 2.1183972358703613 (2.2280694116560134) | > loss_disc_real_0: 0.1771690398454666 (0.1275118102095437) | > loss_disc_real_1: 0.19191645085811615 (0.19022123382270265) | > loss_disc_real_2: 0.18465681374073029 (0.2030311725412056) | > loss_disc_real_3: 0.19328457117080688 (0.2051288597961435) | > loss_disc_real_4: 0.19389529526233673 (0.20713996521434877) | > loss_disc_real_5: 0.17038178443908691 (0.2015027656989057) | > loss_0: 2.1183972358703613 (2.2280694116560134) | > grad_norm_0: tensor(67.0175, device='cuda:0') (tensor(60.4781, device='cuda:0')) | > loss_gen: 3.086214065551758 (2.7976990521602785) | > loss_kl: 1.9471769332885742 (2.1369669954894976) | > loss_feat: 9.15738582611084 (8.491308291272652) | > loss_mel: 15.045564651489258 (15.12952067687693) | > loss_duration: 1.5827221870422363 (1.603286359013207) | > amp_scaler: 128.0 (129.23821039903314) | > loss_1: 30.819063186645508 (30.15878139528138) | > grad_norm_1: tensor(1094.9692, device='cuda:0') (tensor(936.2111, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.8828 (0.9120706958378676) | > loader_time: 0.0097 (0.011381093651380621)  --> TIME: 2025-02-20 20:20:40 -- STEP: 877/924 -- GLOBAL_STEP: 153000 | > loss_disc: 2.0562119483947754 (2.2272696785943142) | > loss_disc_real_0: 0.0905156135559082 (0.12726324099193562) | > loss_disc_real_1: 0.19491715729236603 (0.19017112489573088) | > loss_disc_real_2: 0.23454979062080383 (0.2030987837431505) | > loss_disc_real_3: 0.2006140500307083 (0.2050476819616631) | > loss_disc_real_4: 0.1908005177974701 (0.2070841829854243) | > loss_disc_real_5: 0.18901367485523224 (0.20143458712739848) | > loss_0: 2.0562119483947754 (2.2272696785943142) | > grad_norm_0: tensor(61.7603, device='cuda:0') (tensor(60.4463, device='cuda:0')) | > loss_gen: 3.1526999473571777 (2.800101111389212) | > loss_kl: 2.2571732997894287 (2.1387022769029773) | > loss_feat: 9.727476119995117 (8.507576956036711) | > loss_mel: 16.459835052490234 (15.13750678837775) | > loss_duration: 1.5606968402862549 (1.6034529809940898) | > amp_scaler: 128.0 (129.167616875713) | > loss_1: 33.15788269042969 (30.187340130691783) | > grad_norm_1: tensor(1257.5104, device='cuda:0') (tensor(939.5558, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.8749 (0.9114466945013138) | > loader_time: 0.0102 (0.011374490970624623) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_153000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.391720771789551 (2.391720771789551) | > loss_disc_real_0: 0.1472138911485672 (0.1472138911485672) | > loss_disc_real_1: 0.22467568516731262 (0.22467568516731262) | > loss_disc_real_2: 0.2419225573539734 (0.2419225573539734) | > loss_disc_real_3: 0.20436522364616394 (0.20436522364616394) | > loss_disc_real_4: 0.2143687903881073 (0.2143687903881073) | > loss_disc_real_5: 0.22741548717021942 (0.22741548717021942) | > loss_0: 2.391720771789551 (2.391720771789551) | > loss_gen: 2.41221284866333 (2.41221284866333) | > loss_kl: 2.090299129486084 (2.090299129486084) | > loss_feat: 6.484589099884033 (6.484589099884033) | > loss_mel: 11.604913711547852 (11.604913711547852) | > loss_duration: 1.664605975151062 (1.664605975151062) | > loss_1: 24.256620407104492 (24.256620407104492)  --> STEP: 1 | > loss_disc: 2.3694045543670654 (2.3694045543670654) | > loss_disc_real_0: 0.14534586668014526 (0.14534586668014526) | > loss_disc_real_1: 0.230921670794487 (0.230921670794487) | > loss_disc_real_2: 0.24373650550842285 (0.24373650550842285) | > loss_disc_real_3: 0.20149299502372742 (0.20149299502372742) | > loss_disc_real_4: 0.21245571970939636 (0.21245571970939636) | > loss_disc_real_5: 0.21608290076255798 (0.21608290076255798) | > loss_0: 2.3694045543670654 (2.3694045543670654) | > loss_gen: 2.527770757675171 (2.527770757675171) | > loss_kl: 2.0907459259033203 (2.0907459259033203) | > loss_feat: 7.994256973266602 (7.994256973266602) | > loss_mel: 14.045204162597656 (14.045204162597656) | > loss_duration: 1.675793170928955 (1.675793170928955) | > loss_1: 28.333770751953125 (28.333770751953125)  --> STEP: 2 | > loss_disc: 2.3883655071258545 (2.37888503074646) | > loss_disc_real_0: 0.15247154235839844 (0.14890870451927185) | > loss_disc_real_1: 0.23972339928150177 (0.23532253503799438) | > loss_disc_real_2: 0.2316145896911621 (0.23767554759979248) | > loss_disc_real_3: 0.2047899216413498 (0.2031414583325386) | > loss_disc_real_4: 0.2248554676771164 (0.21865559369325638) | > loss_disc_real_5: 0.22432328760623932 (0.22020309418439865) | > loss_0: 2.3883655071258545 (2.37888503074646) | > loss_gen: 2.5244839191436768 (2.526127338409424) | > loss_kl: 1.9495124816894531 (2.0201292037963867) | > loss_feat: 7.675502777099609 (7.8348798751831055) | > loss_mel: 14.064516067504883 (14.05486011505127) | > loss_duration: 1.5737732648849487 (1.624783217906952) | > loss_1: 27.78778839111328 (28.060779571533203)  --> STEP: 3 | > loss_disc: 2.3272876739501953 (2.3616859118143716) | > loss_disc_real_0: 0.1250770539045334 (0.1409648209810257) | > loss_disc_real_1: 0.2378477156162262 (0.236164261897405) | > loss_disc_real_2: 0.217551589012146 (0.2309675614039103) | > loss_disc_real_3: 0.19982145726680756 (0.20203479131062826) | > loss_disc_real_4: 0.23604385554790497 (0.22445168097813925) | > loss_disc_real_5: 0.2238912731409073 (0.22143248716990152) | > loss_0: 2.3272876739501953 (2.3616859118143716) | > loss_gen: 2.5502045154571533 (2.5341530640920005) | > loss_kl: 2.150059700012207 (2.06343936920166) | > loss_feat: 8.409526824951172 (8.026428858439127) | > loss_mel: 15.771406173706055 (14.627042134602865) | > loss_duration: 1.6635783910751343 (1.637714942296346) | > loss_1: 30.544776916503906 (28.888778686523438)  --> STEP: 4 | > loss_disc: 2.350727081298828 (2.358946204185486) | > loss_disc_real_0: 0.15648028254508972 (0.1448436863720417) | > loss_disc_real_1: 0.2338002622127533 (0.23557326197624207) | > loss_disc_real_2: 0.2503931224346161 (0.23582395166158676) | > loss_disc_real_3: 0.20781318843364716 (0.20347939059138298) | > loss_disc_real_4: 0.20954552292823792 (0.2207251414656639) | > loss_disc_real_5: 0.22810068726539612 (0.22309953719377518) | > loss_0: 2.350727081298828 (2.358946204185486) | > loss_gen: 2.6170594692230225 (2.554879665374756) | > loss_kl: 2.2901437282562256 (2.1201154589653015) | > loss_feat: 7.478051662445068 (7.889334559440613) | > loss_mel: 13.815773010253906 (14.424224853515625) | > loss_duration: 1.7536438703536987 (1.6666971743106842) | > loss_1: 27.95467185974121 (28.65525197982788)  --> STEP: 5 | > loss_disc: 2.3352434635162354 (2.3542056560516356) | > loss_disc_real_0: 0.09522761404514313 (0.13492047190666198) | > loss_disc_real_1: 0.23394089937210083 (0.23524678945541383) | > loss_disc_real_2: 0.25897884368896484 (0.24045493006706237) | > loss_disc_real_3: 0.21242743730545044 (0.20526899993419648) | > loss_disc_real_4: 0.1785588562488556 (0.21229188442230223) | > loss_disc_real_5: 0.16083160042762756 (0.21064594984054566) | > loss_0: 2.3352434635162354 (2.3542056560516356) | > loss_gen: 2.2943601608276367 (2.502775764465332) | > loss_kl: 2.085688352584839 (2.113230037689209) | > loss_feat: 7.42458963394165 (7.79638557434082) | > loss_mel: 13.447659492492676 (14.228911781311036) | > loss_duration: 1.5533335208892822 (1.6440244436264038) | > loss_1: 26.80562973022461 (28.285327529907228) --> EVAL PERFORMANCE | > avg_loader_time: 0.1590949058532715 (+0.0017230510711669922) | > avg_loss_disc: 2.3542056560516356 (+0.04904518127441371) | > avg_loss_disc_real_0: 0.13492047190666198 (+0.03301155716180801) | > avg_loss_disc_real_1: 0.23524678945541383 (+0.012652295827865617) | > avg_loss_disc_real_2: 0.24045493006706237 (+0.019960632920265176) | > avg_loss_disc_real_3: 0.20526899993419648 (-0.002432966232299799) | > avg_loss_disc_real_4: 0.21229188442230223 (+0.009440401196479792) | > avg_loss_disc_real_5: 0.21064594984054566 (+0.038012617826461786) | > avg_loss_0: 2.3542056560516356 (+0.04904518127441371) | > avg_loss_gen: 2.502775764465332 (+0.13889451026916522) | > avg_loss_kl: 2.113230037689209 (+0.13611392974853498) | > avg_loss_feat: 7.79638557434082 (-0.13608732223510778) | > avg_loss_mel: 14.228911781311036 (-0.35651741027831996) | > avg_loss_duration: 1.6440244436264038 (+0.0021695852279661754) | > avg_loss_1: 28.285327529907228 (-0.2154281616210909)  > EPOCH: 116/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 20:21:34)   --> TIME: 2025-02-20 20:21:39 -- STEP: 3/924 -- GLOBAL_STEP: 153050 | > loss_disc: 2.0894947052001953 (2.1574217478434243) | > loss_disc_real_0: 0.08605373650789261 (0.1327319716413816) | > loss_disc_real_1: 0.168497234582901 (0.17896735171477) | > loss_disc_real_2: 0.20036998391151428 (0.21079411605993906) | > loss_disc_real_3: 0.2032005488872528 (0.1991532246271769) | > loss_disc_real_4: 0.21381798386573792 (0.2048402577638626) | > loss_disc_real_5: 0.17454341053962708 (0.17892932891845703) | > loss_0: 2.0894947052001953 (2.1574217478434243) | > grad_norm_0: tensor(56.3093, device='cuda:0') (tensor(72.9224, device='cuda:0')) | > loss_gen: 3.045008420944214 (2.9769562085469565) | > loss_kl: 2.544563055038452 (2.266467253367106) | > loss_feat: 9.946097373962402 (9.361724217732748) | > loss_mel: 16.175323486328125 (16.01026980082194) | > loss_duration: 1.5672481060028076 (1.5908178488413494) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.27824020385742 (32.20623524983724) | > grad_norm_1: tensor(869.6882, device='cuda:0') (tensor(818.0731, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.8991 (0.9098770618438721) | > loader_time: 0.0099 (0.010481675465901693)  --> TIME: 2025-02-20 20:22:25 -- STEP: 53/924 -- GLOBAL_STEP: 153100 | > loss_disc: 2.1560745239257812 (2.2546240271262397) | > loss_disc_real_0: 0.10607880353927612 (0.13713130024525363) | > loss_disc_real_1: 0.19388048350811005 (0.19081198213235384) | > loss_disc_real_2: 0.2085772305727005 (0.20904545176703976) | > loss_disc_real_3: 0.2066076099872589 (0.20711724010278598) | > loss_disc_real_4: 0.20854032039642334 (0.20779690540061807) | > loss_disc_real_5: 0.17561721801757812 (0.20226334007281177) | > loss_0: 2.1560745239257812 (2.2546240271262397) | > grad_norm_0: tensor(54.6646, device='cuda:0') (tensor(56.8166, device='cuda:0')) | > loss_gen: 2.622101306915283 (2.8011284639250555) | > loss_kl: 1.9528659582138062 (2.142214806574696) | > loss_feat: 9.11398983001709 (8.49585217349934) | > loss_mel: 16.10663604736328 (15.073168790565347) | > loss_duration: 1.6297082901000977 (1.606325723090262) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.42530059814453 (30.118690094857847) | > grad_norm_1: tensor(1124.0795, device='cuda:0') (tensor(796.0842, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.9253 (0.908876895904541) | > loader_time: 0.0141 (0.01127551186759517)  --> TIME: 2025-02-20 20:23:11 -- STEP: 103/924 -- GLOBAL_STEP: 153150 | > loss_disc: 2.2076520919799805 (2.2331079753857215) | > loss_disc_real_0: 0.11568547040224075 (0.13261742090571282) | > loss_disc_real_1: 0.17535395920276642 (0.18871179686009298) | > loss_disc_real_2: 0.20406442880630493 (0.20427682301373157) | > loss_disc_real_3: 0.20799513161182404 (0.20574787548444806) | > loss_disc_real_4: 0.1950223445892334 (0.20647592582170246) | > loss_disc_real_5: 0.23055042326450348 (0.20046260533402266) | > loss_0: 2.2076520919799805 (2.2331079753857215) | > grad_norm_0: tensor(42.5402, device='cuda:0') (tensor(56.9748, device='cuda:0')) | > loss_gen: 2.7808802127838135 (2.7846924031822433) | > loss_kl: 2.022956609725952 (2.1292678823748834) | > loss_feat: 8.391507148742676 (8.42957612843189) | > loss_mel: 14.986064910888672 (15.046587814405127) | > loss_duration: 1.6037211418151855 (1.6030568532573364) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.78512954711914 (29.99318128419154) | > grad_norm_1: tensor(481.4059, device='cuda:0') (tensor(896.0257, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.9495 (0.9086371440331913) | > loader_time: 0.0117 (0.011482951710525066)  --> TIME: 2025-02-20 20:23:58 -- STEP: 153/924 -- GLOBAL_STEP: 153200 | > loss_disc: 2.2479591369628906 (2.237904977954291) | > loss_disc_real_0: 0.09319726377725601 (0.1328238557074585) | > loss_disc_real_1: 0.15634624660015106 (0.18878369189165772) | > loss_disc_real_2: 0.19388370215892792 (0.2040073297966539) | > loss_disc_real_3: 0.19767290353775024 (0.20557532746807425) | > loss_disc_real_4: 0.18442881107330322 (0.20784335003958807) | > loss_disc_real_5: 0.1917056143283844 (0.20040195011625106) | > loss_0: 2.2479591369628906 (2.237904977954291) | > grad_norm_0: tensor(31.7598, device='cuda:0') (tensor(59.8628, device='cuda:0')) | > loss_gen: 2.5670206546783447 (2.7908097030290606) | > loss_kl: 2.079491376876831 (2.1308295828065056) | > loss_feat: 7.830214977264404 (8.42605382632586) | > loss_mel: 14.508831977844238 (15.006654365389954) | > loss_duration: 1.5879478454589844 (1.6024065937092102) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.573505401611328 (29.956754135929682) | > grad_norm_1: tensor(513.4556, device='cuda:0') (tensor(922.6209, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.9317 (0.9077402719485215) | > loader_time: 0.0122 (0.011519067427691288)  --> TIME: 2025-02-20 20:24:44 -- STEP: 203/924 -- GLOBAL_STEP: 153250 | > loss_disc: 2.2119250297546387 (2.2334319564509286) | > loss_disc_real_0: 0.2282172441482544 (0.13325616899015288) | > loss_disc_real_1: 0.1677262783050537 (0.18813462893070254) | > loss_disc_real_2: 0.17608563601970673 (0.2034114803293068) | > loss_disc_real_3: 0.2743927240371704 (0.20593134060575458) | > loss_disc_real_4: 0.21892960369586945 (0.20723622332652802) | > loss_disc_real_5: 0.2274993509054184 (0.2012165344407406) | > loss_0: 2.2119250297546387 (2.2334319564509286) | > grad_norm_0: tensor(120.4498, device='cuda:0') (tensor(60.7540, device='cuda:0')) | > loss_gen: 3.1051764488220215 (2.79456274850028) | > loss_kl: 2.1043343544006348 (2.138724845618449) | > loss_feat: 9.39105224609375 (8.478207665711203) | > loss_mel: 16.79714584350586 (15.047772182032393) | > loss_duration: 1.6282479763031006 (1.6004584293647353) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.02595520019531 (30.059725963423404) | > grad_norm_1: tensor(896.5574, device='cuda:0') (tensor(956.3220, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.9261 (0.907122737668418) | > loader_time: 0.0117 (0.011470383611218679)  --> TIME: 2025-02-20 20:25:30 -- STEP: 253/924 -- GLOBAL_STEP: 153300 | > loss_disc: 2.3800904750823975 (2.2350512884351112) | > loss_disc_real_0: 0.12545602023601532 (0.13128547551544772) | > loss_disc_real_1: 0.19678817689418793 (0.18880428356144266) | > loss_disc_real_2: 0.24199968576431274 (0.20382959068763865) | > loss_disc_real_3: 0.2199077159166336 (0.20521071877168573) | > loss_disc_real_4: 0.24535220861434937 (0.20745112773458005) | > loss_disc_real_5: 0.18795213103294373 (0.20172265024760028) | > loss_0: 2.3800904750823975 (2.2350512884351112) | > grad_norm_0: tensor(56.8616, device='cuda:0') (tensor(60.1462, device='cuda:0')) | > loss_gen: 2.670620918273926 (2.784368946618243) | > loss_kl: 1.9932364225387573 (2.1402209445893052) | > loss_feat: 7.811718463897705 (8.45553617138166) | > loss_mel: 15.693527221679688 (15.06723315348267) | > loss_duration: 1.6153781414031982 (1.601663714812207) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.78447914123535 (30.049022991195496) | > grad_norm_1: tensor(223.2741, device='cuda:0') (tensor(941.5128, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.9207 (0.9099183478374255) | > loader_time: 0.0107 (0.011420749392905251)  --> TIME: 2025-02-20 20:26:17 -- STEP: 303/924 -- GLOBAL_STEP: 153350 | > loss_disc: 2.3404345512390137 (2.2325798044897147) | > loss_disc_real_0: 0.09672987461090088 (0.1312731563085968) | > loss_disc_real_1: 0.20429536700248718 (0.18876072700464286) | > loss_disc_real_2: 0.1977616548538208 (0.20289639086023017) | > loss_disc_real_3: 0.24387820065021515 (0.2055987534743332) | > loss_disc_real_4: 0.18741466104984283 (0.20747720791955196) | > loss_disc_real_5: 0.18904303014278412 (0.20083043013665547) | > loss_0: 2.3404345512390137 (2.2325798044897147) | > grad_norm_0: tensor(48.5546, device='cuda:0') (tensor(61.1881, device='cuda:0')) | > loss_gen: 2.5674386024475098 (2.791469913898127) | > loss_kl: 2.1611433029174805 (2.134527523918908) | > loss_feat: 8.661561012268066 (8.469633464372597) | > loss_mel: 14.99084758758545 (15.079768180847168) | > loss_duration: 1.5811764001846313 (1.6014168246744491) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.962167739868164 (30.076815941939653) | > grad_norm_1: tensor(341.0632, device='cuda:0') (tensor(952.1683, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.8892 (0.9103554011178095) | > loader_time: 0.0098 (0.011449007311276477)  --> TIME: 2025-02-20 20:27:04 -- STEP: 353/924 -- GLOBAL_STEP: 153400 | > loss_disc: 2.0551095008850098 (2.2327330750716636) | > loss_disc_real_0: 0.08778049051761627 (0.13191648191711725) | > loss_disc_real_1: 0.20090170204639435 (0.18875506621582305) | > loss_disc_real_2: 0.2272423803806305 (0.20276698508107285) | > loss_disc_real_3: 0.22371922433376312 (0.20545499617756266) | > loss_disc_real_4: 0.21694502234458923 (0.2075838075987678) | > loss_disc_real_5: 0.21326696872711182 (0.20090512023769092) | > loss_0: 2.0551095008850098 (2.2327330750716636) | > grad_norm_0: tensor(25.6001, device='cuda:0') (tensor(61.2912, device='cuda:0')) | > loss_gen: 3.0508580207824707 (2.790725073125477) | > loss_kl: 2.0351548194885254 (2.130626681506129) | > loss_feat: 8.589088439941406 (8.468554342772407) | > loss_mel: 14.913005828857422 (15.063264838696877) | > loss_duration: 1.5688705444335938 (1.6020186126401006) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.1569766998291 (30.055189554144235) | > grad_norm_1: tensor(862.6749, device='cuda:0') (tensor(955.6848, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.9185 (0.9111544437516512) | > loader_time: 0.0107 (0.011483954978056743)  --> TIME: 2025-02-20 20:27:50 -- STEP: 403/924 -- GLOBAL_STEP: 153450 | > loss_disc: 2.4612276554107666 (2.2318906047503937) | > loss_disc_real_0: 0.13015837967395782 (0.13028896698917702) | > loss_disc_real_1: 0.20005789399147034 (0.1889525039985812) | > loss_disc_real_2: 0.1939908117055893 (0.20288028237097905) | > loss_disc_real_3: 0.21332494914531708 (0.20527943831963227) | > loss_disc_real_4: 0.20576892793178558 (0.20760935178909348) | > loss_disc_real_5: 0.20557694137096405 (0.20086336302254398) | > loss_0: 2.4612276554107666 (2.2318906047503937) | > grad_norm_0: tensor(39.1057, device='cuda:0') (tensor(61.6173, device='cuda:0')) | > loss_gen: 2.504551649093628 (2.7897784437790096) | > loss_kl: 2.140273332595825 (2.1371454952964117) | > loss_feat: 6.939985275268555 (8.463851192748876) | > loss_mel: 12.642778396606445 (15.061337856737614) | > loss_duration: 1.6027462482452393 (1.602186765623448) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.83033561706543 (30.05429976394691) | > grad_norm_1: tensor(854.8726, device='cuda:0') (tensor(951.5026, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.8772 (0.9109275009732685) | > loader_time: 0.0133 (0.011536627194425905)  --> TIME: 2025-02-20 20:28:36 -- STEP: 453/924 -- GLOBAL_STEP: 153500 | > loss_disc: 2.242478132247925 (2.2343668040323985) | > loss_disc_real_0: 0.11512228101491928 (0.13095239650203172) | > loss_disc_real_1: 0.18212783336639404 (0.1892824493693989) | > loss_disc_real_2: 0.19367654621601105 (0.20318488404977134) | > loss_disc_real_3: 0.19230128824710846 (0.20510869007763227) | > loss_disc_real_4: 0.17607583105564117 (0.2078560972319007) | > loss_disc_real_5: 0.19281084835529327 (0.20125324214925833) | > loss_0: 2.242478132247925 (2.2343668040323985) | > grad_norm_0: tensor(37.2781, device='cuda:0') (tensor(61.1308, device='cuda:0')) | > loss_gen: 2.5646026134490967 (2.7864926313985516) | > loss_kl: 2.2362475395202637 (2.139185051254879) | > loss_feat: 8.297636985778809 (8.457092934623201) | > loss_mel: 14.502546310424805 (15.06918844218812) | > loss_duration: 1.6093966960906982 (1.602367046916196) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.21042823791504 (30.054326093223185) | > grad_norm_1: tensor(1131.1669, device='cuda:0') (tensor(947.2025, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.9694 (0.910737719756878) | > loader_time: 0.0143 (0.01153503980068182)  --> TIME: 2025-02-20 20:29:23 -- STEP: 503/924 -- GLOBAL_STEP: 153550 | > loss_disc: 2.226959466934204 (2.234229580071526) | > loss_disc_real_0: 0.25724929571151733 (0.13148231950271916) | > loss_disc_real_1: 0.18568922579288483 (0.18923246519821532) | > loss_disc_real_2: 0.20147915184497833 (0.20291379864362785) | > loss_disc_real_3: 0.2080976366996765 (0.20509510888731036) | > loss_disc_real_4: 0.2131342589855194 (0.2077711426891816) | > loss_disc_real_5: 0.21433527767658234 (0.20118477389542297) | > loss_0: 2.226959466934204 (2.234229580071526) | > grad_norm_0: tensor(123.1837, device='cuda:0') (tensor(61.5696, device='cuda:0')) | > loss_gen: 3.117486000061035 (2.7891440021825824) | > loss_kl: 2.367107629776001 (2.1398462443418116) | > loss_feat: 9.458108901977539 (8.461723849029244) | > loss_mel: 17.0191593170166 (15.084766131983125) | > loss_duration: 1.628795862197876 (1.6020642981140565) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.59065628051758 (30.077544521384873) | > grad_norm_1: tensor(1062.8666, device='cuda:0') (tensor(946.5453, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.9338 (0.9110546254258507) | > loader_time: 0.0164 (0.011550974419292355)  --> TIME: 2025-02-20 20:30:09 -- STEP: 553/924 -- GLOBAL_STEP: 153600 | > loss_disc: 2.169081211090088 (2.2331890229937383) | > loss_disc_real_0: 0.07704857736825943 (0.13114480308474302) | > loss_disc_real_1: 0.22108720242977142 (0.18906869290642447) | > loss_disc_real_2: 0.2365441918373108 (0.2028724635003057) | > loss_disc_real_3: 0.21771323680877686 (0.20512654480084808) | > loss_disc_real_4: 0.19782936573028564 (0.20779303538109467) | > loss_disc_real_5: 0.202436625957489 (0.20120561923191735) | > loss_0: 2.169081211090088 (2.2331890229937383) | > grad_norm_0: tensor(54.8097, device='cuda:0') (tensor(61.7091, device='cuda:0')) | > loss_gen: 2.92466402053833 (2.7908719663809687) | > loss_kl: 2.195342540740967 (2.1368170830052335) | > loss_feat: 9.335612297058105 (8.470889141503559) | > loss_mel: 15.678900718688965 (15.09399811742966) | > loss_duration: 1.5760269165039062 (1.6021062648749054) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.71054458618164 (30.09468255206862) | > grad_norm_1: tensor(1111.0258, device='cuda:0') (tensor(946.2228, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.9011 (0.9117257470032619) | > loader_time: 0.0121 (0.011542105545402654)  --> TIME: 2025-02-20 20:30:56 -- STEP: 603/924 -- GLOBAL_STEP: 153650 | > loss_disc: 2.025597333908081 (2.230888136386079) | > loss_disc_real_0: 0.06201277673244476 (0.13028851118105558) | > loss_disc_real_1: 0.1692587435245514 (0.18892875098766967) | > loss_disc_real_2: 0.17938174307346344 (0.20265134593246387) | > loss_disc_real_3: 0.22786620259284973 (0.20512626593188069) | > loss_disc_real_4: 0.1870662420988083 (0.20757690637957793) | > loss_disc_real_5: 0.14337298274040222 (0.20102450048943254) | > loss_0: 2.025597333908081 (2.230888136386079) | > grad_norm_0: tensor(53.4032, device='cuda:0') (tensor(61.6695, device='cuda:0')) | > loss_gen: 2.9720587730407715 (2.7912144799335272) | > loss_kl: 2.100898265838623 (2.1333954437059757) | > loss_feat: 9.787275314331055 (8.473129325442844) | > loss_mel: 15.523538589477539 (15.084611671283279) | > loss_duration: 1.5551080703735352 (1.6017257481269778) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.938880920410156 (30.084076639431625) | > grad_norm_1: tensor(1271.8679, device='cuda:0') (tensor(950.0427, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.887 (0.9114591395281636) | > loader_time: 0.0106 (0.01154794938133328)  --> TIME: 2025-02-20 20:31:42 -- STEP: 653/924 -- GLOBAL_STEP: 153700 | > loss_disc: 2.2653732299804688 (2.2315755943791937) | > loss_disc_real_0: 0.18234963715076447 (0.13063413550532418) | > loss_disc_real_1: 0.18630929291248322 (0.18903152332006512) | > loss_disc_real_2: 0.20674122869968414 (0.20256888841323056) | > loss_disc_real_3: 0.2161126434803009 (0.2052801675398536) | > loss_disc_real_4: 0.19853608310222626 (0.20771325469747254) | > loss_disc_real_5: 0.2136940211057663 (0.2008551727255854) | > loss_0: 2.2653732299804688 (2.2315755943791937) | > grad_norm_0: tensor(68.5974, device='cuda:0') (tensor(61.1945, device='cuda:0')) | > loss_gen: 2.6185412406921387 (2.7894248783497115) | > loss_kl: 2.017232656478882 (2.1326335821911173) | > loss_feat: 7.040252685546875 (8.473610734136333) | > loss_mel: 12.616854667663574 (15.081488536291435) | > loss_duration: 1.6284973621368408 (1.601102302669566) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.92137908935547 (30.07825997777591) | > grad_norm_1: tensor(959.0040, device='cuda:0') (tensor(954.0308, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.9086 (0.9116056169886683) | > loader_time: 0.0111 (0.01154667896662152)  --> TIME: 2025-02-20 20:32:29 -- STEP: 703/924 -- GLOBAL_STEP: 153750 | > loss_disc: 2.4106216430664062 (2.231303733578783) | > loss_disc_real_0: 0.15742795169353485 (0.13042759872008522) | > loss_disc_real_1: 0.1891859620809555 (0.1890297742139224) | > loss_disc_real_2: 0.2261180877685547 (0.20277250786000592) | > loss_disc_real_3: 0.21322846412658691 (0.2049087846219794) | > loss_disc_real_4: 0.1870177537202835 (0.207880328169588) | > loss_disc_real_5: 0.23641502857208252 (0.20069286356525087) | > loss_0: 2.4106216430664062 (2.231303733578783) | > grad_norm_0: tensor(74.3213, device='cuda:0') (tensor(61.5098, device='cuda:0')) | > loss_gen: 2.6606998443603516 (2.792063157894191) | > loss_kl: 2.2967817783355713 (2.132020800924233) | > loss_feat: 7.507378578186035 (8.483346388994555) | > loss_mel: 13.921942710876465 (15.09094883741051) | > loss_duration: 1.6059744358062744 (1.6011107647910736) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.99277687072754 (30.099489895751432) | > grad_norm_1: tensor(943.0395, device='cuda:0') (tensor(957.0318, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.9009 (0.9116836872751986) | > loader_time: 0.0103 (0.01154836923265525)  --> TIME: 2025-02-20 20:33:15 -- STEP: 753/924 -- GLOBAL_STEP: 153800 | > loss_disc: 2.1834850311279297 (2.233595932622353) | > loss_disc_real_0: 0.07969857007265091 (0.13071936913636106) | > loss_disc_real_1: 0.19642125070095062 (0.18937571712857373) | > loss_disc_real_2: 0.2275446057319641 (0.2027612618834848) | > loss_disc_real_3: 0.22203950583934784 (0.20512252531520242) | > loss_disc_real_4: 0.203004851937294 (0.20799629524805316) | > loss_disc_real_5: 0.20916865766048431 (0.20105527853902427) | > loss_0: 2.1834850311279297 (2.233595932622353) | > grad_norm_0: tensor(85.8845, device='cuda:0') (tensor(61.6217, device='cuda:0')) | > loss_gen: 2.8404109477996826 (2.78981389562447) | > loss_kl: 2.0896990299224854 (2.1333557188431747) | > loss_feat: 8.903236389160156 (8.474662647146005) | > loss_mel: 15.9479398727417 (15.091872295060485) | > loss_duration: 1.6279300451278687 (1.6010102280582565) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.409215927124023 (30.090714724415328) | > grad_norm_1: tensor(1006.5630, device='cuda:0') (tensor(955.6485, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.8971 (0.9119417524907691) | > loader_time: 0.0106 (0.011550165267579585)  --> TIME: 2025-02-20 20:34:01 -- STEP: 803/924 -- GLOBAL_STEP: 153850 | > loss_disc: 2.2391042709350586 (2.23483820335654) | > loss_disc_real_0: 0.09667938202619553 (0.1309614581326173) | > loss_disc_real_1: 0.20620477199554443 (0.189478581750378) | > loss_disc_real_2: 0.19323456287384033 (0.20275649311459368) | > loss_disc_real_3: 0.22982269525527954 (0.20521791750660276) | > loss_disc_real_4: 0.17341776192188263 (0.2079354722985295) | > loss_disc_real_5: 0.2628677189350128 (0.20120504214561735) | > loss_0: 2.2391042709350586 (2.23483820335654) | > grad_norm_0: tensor(55.1938, device='cuda:0') (tensor(61.8506, device='cuda:0')) | > loss_gen: 2.7487781047821045 (2.7901988062140037) | > loss_kl: 2.2450437545776367 (2.1346175847285123) | > loss_feat: 8.203888893127441 (8.47257266929409) | > loss_mel: 16.30055046081543 (15.09067230414632) | > loss_duration: 1.6179111003875732 (1.6009800123841795) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.11617088317871 (30.0890413072902) | > grad_norm_1: tensor(941.4647, device='cuda:0') (tensor(952.5615, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.9168 (0.9116862963323722) | > loader_time: 0.0119 (0.01154924864192977)  --> TIME: 2025-02-20 20:34:47 -- STEP: 853/924 -- GLOBAL_STEP: 153900 | > loss_disc: 2.310154914855957 (2.234796555632021) | > loss_disc_real_0: 0.13562476634979248 (0.13094474309738738) | > loss_disc_real_1: 0.19512265920639038 (0.1894094292926061) | > loss_disc_real_2: 0.18183854222297668 (0.2028002225360445) | > loss_disc_real_3: 0.21439525485038757 (0.20526788987280475) | > loss_disc_real_4: 0.17448776960372925 (0.20787121268187989) | > loss_disc_real_5: 0.2276686131954193 (0.20132277799379358) | > loss_0: 2.310154914855957 (2.234796555632021) | > grad_norm_0: tensor(64.1949, device='cuda:0') (tensor(61.9689, device='cuda:0')) | > loss_gen: 2.6764912605285645 (2.789157294164926) | > loss_kl: 2.050158739089966 (2.1370645940373683) | > loss_feat: 7.550189971923828 (8.477490745423697) | > loss_mel: 13.01203441619873 (15.09637220523562) | > loss_duration: 1.6124286651611328 (1.6008881379403654) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.901302337646484 (30.100972907903746) | > grad_norm_1: tensor(901.8117, device='cuda:0') (tensor(946.9495, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.9217 (0.9113211128664183) | > loader_time: 0.014 (0.011545748951007444)  --> TIME: 2025-02-20 20:35:33 -- STEP: 903/924 -- GLOBAL_STEP: 153950 | > loss_disc: 2.3035409450531006 (2.236365770316727) | > loss_disc_real_0: 0.1273600459098816 (0.13186195533999037) | > loss_disc_real_1: 0.17433370649814606 (0.18935526531202052) | > loss_disc_real_2: 0.21244288980960846 (0.20278606561331253) | > loss_disc_real_3: 0.20580923557281494 (0.20534776334350688) | > loss_disc_real_4: 0.1855771690607071 (0.2078733007410172) | > loss_disc_real_5: 0.2235575169324875 (0.20128971590750236) | > loss_0: 2.3035409450531006 (2.236365770316727) | > grad_norm_0: tensor(31.8835, device='cuda:0') (tensor(61.7840, device='cuda:0')) | > loss_gen: 2.5810556411743164 (2.7907484340773316) | > loss_kl: 2.3364007472991943 (2.1361104297479527) | > loss_feat: 8.173531532287598 (8.488744243038857) | > loss_mel: 15.505136489868164 (15.12059192298391) | > loss_duration: 1.6098192930221558 (1.600887779909643) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.205942153930664 (30.137082743090254) | > grad_norm_1: tensor(682.3743, device='cuda:0') (tensor(941.7690, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.9119 (0.9109579751129825) | > loader_time: 0.012 (0.011546889808882906)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4845471382141113 (2.4845471382141113) | > loss_disc_real_0: 0.1630873829126358 (0.1630873829126358) | > loss_disc_real_1: 0.26057425141334534 (0.26057425141334534) | > loss_disc_real_2: 0.25257107615470886 (0.25257107615470886) | > loss_disc_real_3: 0.23442794382572174 (0.23442794382572174) | > loss_disc_real_4: 0.20731496810913086 (0.20731496810913086) | > loss_disc_real_5: 0.2150302678346634 (0.2150302678346634) | > loss_0: 2.4845471382141113 (2.4845471382141113) | > loss_gen: 2.337110757827759 (2.337110757827759) | > loss_kl: 1.9845978021621704 (1.9845978021621704) | > loss_feat: 6.178786277770996 (6.178786277770996) | > loss_mel: 12.34883975982666 (12.34883975982666) | > loss_duration: 1.671819806098938 (1.671819806098938) | > loss_1: 24.521154403686523 (24.521154403686523)  --> STEP: 1 | > loss_disc: 2.3150634765625 (2.3150634765625) | > loss_disc_real_0: 0.1291809380054474 (0.1291809380054474) | > loss_disc_real_1: 0.2399536669254303 (0.2399536669254303) | > loss_disc_real_2: 0.24855218827724457 (0.24855218827724457) | > loss_disc_real_3: 0.19535090029239655 (0.19535090029239655) | > loss_disc_real_4: 0.20190201699733734 (0.20190201699733734) | > loss_disc_real_5: 0.1978541612625122 (0.1978541612625122) | > loss_0: 2.3150634765625 (2.3150634765625) | > loss_gen: 2.5636980533599854 (2.5636980533599854) | > loss_kl: 1.986031413078308 (1.986031413078308) | > loss_feat: 8.504185676574707 (8.504185676574707) | > loss_mel: 14.19221305847168 (14.19221305847168) | > loss_duration: 1.6778868436813354 (1.6778868436813354) | > loss_1: 28.924015045166016 (28.924015045166016)  --> STEP: 2 | > loss_disc: 2.4356491565704346 (2.3753563165664673) | > loss_disc_real_0: 0.15582747757434845 (0.14250420778989792) | > loss_disc_real_1: 0.24541820585727692 (0.2426859363913536) | > loss_disc_real_2: 0.24595597386360168 (0.24725408107042313) | > loss_disc_real_3: 0.20939400792121887 (0.2023724541068077) | > loss_disc_real_4: 0.18649718165397644 (0.1941995993256569) | > loss_disc_real_5: 0.23019056022167206 (0.21402236074209213) | > loss_0: 2.4356491565704346 (2.3753563165664673) | > loss_gen: 2.4343183040618896 (2.4990081787109375) | > loss_kl: 2.2471303939819336 (2.116580903530121) | > loss_feat: 7.81574821472168 (8.159966945648193) | > loss_mel: 13.871986389160156 (14.032099723815918) | > loss_duration: 1.5995877981185913 (1.6387373208999634) | > loss_1: 27.96877098083496 (28.44639301300049)  --> STEP: 3 | > loss_disc: 2.4419665336608887 (2.397559722264608) | > loss_disc_real_0: 0.17536675930023193 (0.15345839162667593) | > loss_disc_real_1: 0.24496634304523468 (0.2434460719426473) | > loss_disc_real_2: 0.2384849637746811 (0.24433104197184244) | > loss_disc_real_3: 0.23760415613651276 (0.21411635478337607) | > loss_disc_real_4: 0.21899215877056122 (0.20246378580729166) | > loss_disc_real_5: 0.22975532710552216 (0.21926668286323547) | > loss_0: 2.4419665336608887 (2.397559722264608) | > loss_gen: 2.4084701538085938 (2.4688288370768228) | > loss_kl: 2.1010537147521973 (2.1114051739374795) | > loss_feat: 6.16774845123291 (7.495894114176433) | > loss_mel: 13.042695045471191 (13.702298164367676) | > loss_duration: 1.6685740947723389 (1.6486829121907551) | > loss_1: 25.388540267944336 (27.427108764648438)  --> STEP: 4 | > loss_disc: 2.4669079780578613 (2.414896786212921) | > loss_disc_real_0: 0.155734121799469 (0.1540273241698742) | > loss_disc_real_1: 0.24030466377735138 (0.24266071990132332) | > loss_disc_real_2: 0.2402569204568863 (0.2433125115931034) | > loss_disc_real_3: 0.22413848340511322 (0.21662188693881035) | > loss_disc_real_4: 0.23016531765460968 (0.20938916876912117) | > loss_disc_real_5: 0.22869223356246948 (0.22162307053804398) | > loss_0: 2.4669079780578613 (2.414896786212921) | > loss_gen: 2.334357738494873 (2.4352110624313354) | > loss_kl: 2.048698902130127 (2.0957286059856415) | > loss_feat: 6.7733330726623535 (7.315253853797913) | > loss_mel: 12.962596893310547 (13.517372846603394) | > loss_duration: 1.7662626504898071 (1.6780778467655182) | > loss_1: 25.885250091552734 (27.04164409637451)  --> STEP: 5 | > loss_disc: 2.297996997833252 (2.391516828536987) | > loss_disc_real_0: 0.10863634943962097 (0.14494912922382355) | > loss_disc_real_1: 0.19958050549030304 (0.23404467701911927) | > loss_disc_real_2: 0.22135426104068756 (0.23892086148262023) | > loss_disc_real_3: 0.3237553834915161 (0.2380485862493515) | > loss_disc_real_4: 0.17903845012187958 (0.20331902503967286) | > loss_disc_real_5: 0.2977448105812073 (0.23684741854667662) | > loss_0: 2.297996997833252 (2.391516828536987) | > loss_gen: 2.7038586139678955 (2.4889405727386475) | > loss_kl: 1.9369078874588013 (2.0639644622802735) | > loss_feat: 10.445611000061035 (7.941325283050537) | > loss_mel: 16.826204299926758 (14.179139137268066) | > loss_duration: 1.5217373371124268 (1.6468097448349) | > loss_1: 33.43431854248047 (28.320178985595703) --> EVAL PERFORMANCE | > avg_loader_time: 0.15738210678100586 (-0.001712799072265625) | > avg_loss_disc: 2.391516828536987 (+0.03731117248535165) | > avg_loss_disc_real_0: 0.14494912922382355 (+0.010028657317161571) | > avg_loss_disc_real_1: 0.23404467701911927 (-0.0012021124362945612) | > avg_loss_disc_real_2: 0.23892086148262023 (-0.0015340685844421331) | > avg_loss_disc_real_3: 0.2380485862493515 (+0.03277958631515501) | > avg_loss_disc_real_4: 0.20331902503967286 (-0.008972859382629372) | > avg_loss_disc_real_5: 0.23684741854667662 (+0.026201468706130965) | > avg_loss_0: 2.391516828536987 (+0.03731117248535165) | > avg_loss_gen: 2.4889405727386475 (-0.01383519172668457) | > avg_loss_kl: 2.0639644622802735 (-0.04926557540893528) | > avg_loss_feat: 7.941325283050537 (+0.14493970870971662) | > avg_loss_mel: 14.179139137268066 (-0.049772644042969105) | > avg_loss_duration: 1.6468097448349 (+0.0027853012084961826) | > avg_loss_1: 28.320178985595703 (+0.03485145568847514)  > EPOCH: 117/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 20:36:01)   --> TIME: 2025-02-20 20:36:30 -- STEP: 29/924 -- GLOBAL_STEP: 154000 | > loss_disc: 2.13320255279541 (2.264726523695321) | > loss_disc_real_0: 0.07329652458429337 (0.13803707320114664) | > loss_disc_real_1: 0.164022758603096 (0.19062157848785663) | > loss_disc_real_2: 0.18876147270202637 (0.20418073648008808) | > loss_disc_real_3: 0.21046945452690125 (0.21166006193078798) | > loss_disc_real_4: 0.19817715883255005 (0.20822702039932384) | > loss_disc_real_5: 0.17309869825839996 (0.20554716217106786) | > loss_0: 2.13320255279541 (2.264726523695321) | > grad_norm_0: tensor(56.6760, device='cuda:0') (tensor(46.0050, device='cuda:0')) | > loss_gen: 2.6959784030914307 (2.6732510040546282) | > loss_kl: 2.2958104610443115 (2.2070407209725214) | > loss_feat: 9.231622695922852 (8.173011516702587) | > loss_mel: 15.99616527557373 (15.025799948593665) | > loss_duration: 1.5761523246765137 (1.5939152199646522) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.79572868347168 (29.67301796222555) | > grad_norm_1: tensor(751.1679, device='cuda:0') (tensor(875.4526, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.9203 (0.9030036597416319) | > loader_time: 0.0104 (0.010530858204282564) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_154000.pth  --> TIME: 2025-02-20 20:37:18 -- STEP: 79/924 -- GLOBAL_STEP: 154050 | > loss_disc: 2.3861162662506104 (2.25530741788164) | > loss_disc_real_0: 0.11108525097370148 (0.13816218818478945) | > loss_disc_real_1: 0.22128024697303772 (0.19162461255924612) | > loss_disc_real_2: 0.2066277712583542 (0.2039469563508336) | > loss_disc_real_3: 0.20349881052970886 (0.20702565998970707) | > loss_disc_real_4: 0.2195022851228714 (0.20831065464623366) | > loss_disc_real_5: 0.26261287927627563 (0.20552093224434914) | > loss_0: 2.3861162662506104 (2.25530741788164) | > grad_norm_0: tensor(46.9720, device='cuda:0') (tensor(55.5393, device='cuda:0')) | > loss_gen: 2.4817159175872803 (2.7465892532203777) | > loss_kl: 1.7575165033340454 (2.175240430650832) | > loss_feat: 7.338644027709961 (8.316230146190787) | > loss_mel: 13.371199607849121 (15.022385814521886) | > loss_duration: 1.547990322113037 (1.5995697130130817) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.497068405151367 (29.86001524140563) | > grad_norm_1: tensor(698.3668, device='cuda:0') (tensor(879.9521, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.8805 (0.905509248564515) | > loader_time: 0.0107 (0.011066675186157227)  --> TIME: 2025-02-20 20:38:04 -- STEP: 129/924 -- GLOBAL_STEP: 154100 | > loss_disc: 2.2010202407836914 (2.240399240523346) | > loss_disc_real_0: 0.14317959547042847 (0.13265670856186582) | > loss_disc_real_1: 0.1588727831840515 (0.18973634836747666) | > loss_disc_real_2: 0.2300630807876587 (0.2044818290444308) | > loss_disc_real_3: 0.2643658220767975 (0.2056455643371094) | > loss_disc_real_4: 0.2235257476568222 (0.20788017100141953) | > loss_disc_real_5: 0.21063067018985748 (0.20375187140564585) | > loss_0: 2.2010202407836914 (2.240399240523346) | > grad_norm_0: tensor(69.9922, device='cuda:0') (tensor(58.4625, device='cuda:0')) | > loss_gen: 2.9512288570404053 (2.778197998224302) | > loss_kl: 2.0706534385681152 (2.1547011737675636) | > loss_feat: 8.116805076599121 (8.46984133239864) | > loss_mel: 14.183487892150879 (15.135020840075589) | > loss_duration: 1.6250536441802979 (1.600800865380339) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.947227478027344 (30.138562135918196) | > grad_norm_1: tensor(1000.7099, device='cuda:0') (tensor(931.8306, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.9161 (0.9068889451581378) | > loader_time: 0.0104 (0.011039009389951247)  --> TIME: 2025-02-20 20:38:51 -- STEP: 179/924 -- GLOBAL_STEP: 154150 | > loss_disc: 2.0639710426330566 (2.2296635198859525) | > loss_disc_real_0: 0.15651047229766846 (0.12906350074700132) | > loss_disc_real_1: 0.1657017171382904 (0.189384577743834) | > loss_disc_real_2: 0.1718377321958542 (0.20329391365277702) | > loss_disc_real_3: 0.19182518124580383 (0.20496448974369622) | > loss_disc_real_4: 0.21284446120262146 (0.2071970567190447) | > loss_disc_real_5: 0.20497789978981018 (0.20302933937344467) | > loss_0: 2.0639710426330566 (2.2296635198859525) | > grad_norm_0: tensor(52.1944, device='cuda:0') (tensor(59.9384, device='cuda:0')) | > loss_gen: 3.099177360534668 (2.7934912303306523) | > loss_kl: 2.0367422103881836 (2.154615915021416) | > loss_feat: 9.521231651306152 (8.495337345080664) | > loss_mel: 15.380803108215332 (15.109184163908719) | > loss_duration: 1.5590991973876953 (1.5993265592852122) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.597055435180664 (30.151955204969013) | > grad_norm_1: tensor(655.9316, device='cuda:0') (tensor(956.7047, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.8841 (0.9082961881626918) | > loader_time: 0.0099 (0.011094651408701634)  --> TIME: 2025-02-20 20:39:37 -- STEP: 229/924 -- GLOBAL_STEP: 154200 | > loss_disc: 2.3124210834503174 (2.229160142257223) | > loss_disc_real_0: 0.12338153272867203 (0.12976524406255063) | > loss_disc_real_1: 0.17227420210838318 (0.1886840464636749) | > loss_disc_real_2: 0.18291154503822327 (0.20307443326737684) | > loss_disc_real_3: 0.19093996286392212 (0.20522402851602392) | > loss_disc_real_4: 0.2057608962059021 (0.20702329258471072) | > loss_disc_real_5: 0.18136683106422424 (0.20245798817107769) | > loss_0: 2.3124210834503174 (2.229160142257223) | > grad_norm_0: tensor(33.1129, device='cuda:0') (tensor(60.2572, device='cuda:0')) | > loss_gen: 2.501384735107422 (2.7933552442159186) | > loss_kl: 2.2577061653137207 (2.140008041431811) | > loss_feat: 9.111769676208496 (8.50815467542956) | > loss_mel: 14.15771198272705 (15.141483398504132) | > loss_duration: 1.6158316135406494 (1.6001906207555248) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.6444034576416 (30.183191949103076) | > grad_norm_1: tensor(835.3231, device='cuda:0') (tensor(939.2914, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.8775 (0.9090557473195172) | > loader_time: 0.0097 (0.011119309471163685)  --> TIME: 2025-02-20 20:40:23 -- STEP: 279/924 -- GLOBAL_STEP: 154250 | > loss_disc: 2.513589382171631 (2.233901957884484) | > loss_disc_real_0: 0.3381015360355377 (0.1313734886012837) | > loss_disc_real_1: 0.19082705676555634 (0.1888536435408404) | > loss_disc_real_2: 0.20210179686546326 (0.20342812566987936) | > loss_disc_real_3: 0.21560324728488922 (0.20535502078071718) | > loss_disc_real_4: 0.19561997056007385 (0.20733050232933417) | > loss_disc_real_5: 0.22543510794639587 (0.20297277443725145) | > loss_0: 2.513589382171631 (2.233901957884484) | > grad_norm_0: tensor(100.2016, device='cuda:0') (tensor(58.6929, device='cuda:0')) | > loss_gen: 2.5808775424957275 (2.7828340274031436) | > loss_kl: 2.183062791824341 (2.1316385619529266) | > loss_feat: 7.480635643005371 (8.468069322647581) | > loss_mel: 15.196367263793945 (15.072262459758361) | > loss_duration: 1.5966517925262451 (1.6010070795653975) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.037593841552734 (30.055811400054605) | > grad_norm_1: tensor(488.4276, device='cuda:0') (tensor(934.2032, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.9083 (0.9088824154228292) | > loader_time: 0.0134 (0.011107074744385204)  --> TIME: 2025-02-20 20:41:10 -- STEP: 329/924 -- GLOBAL_STEP: 154300 | > loss_disc: 2.383385181427002 (2.237162598360636) | > loss_disc_real_0: 0.13618974387645721 (0.13213356045332356) | > loss_disc_real_1: 0.17257848381996155 (0.18895159924465105) | > loss_disc_real_2: 0.21584026515483856 (0.20367502835565057) | > loss_disc_real_3: 0.21226193010807037 (0.2056601334668944) | > loss_disc_real_4: 0.19939269125461578 (0.20719924247554733) | > loss_disc_real_5: 0.2163815051317215 (0.20312931069305964) | > loss_0: 2.383385181427002 (2.237162598360636) | > grad_norm_0: tensor(74.9487, device='cuda:0') (tensor(58.9803, device='cuda:0')) | > loss_gen: 2.5427849292755127 (2.778854893333643) | > loss_kl: 2.3033969402313232 (2.134712442800992) | > loss_feat: 7.666182994842529 (8.460926202292857) | > loss_mel: 14.147146224975586 (15.092535224729033) | > loss_duration: 1.58600652217865 (1.6010699105480166) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.24551773071289 (30.068098590004407) | > grad_norm_1: tensor(496.0239, device='cuda:0') (tensor(904.1932, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.9129 (0.9099676391636347) | > loader_time: 0.0107 (0.01120973575441308)  --> TIME: 2025-02-20 20:41:56 -- STEP: 379/924 -- GLOBAL_STEP: 154350 | > loss_disc: 2.300685405731201 (2.241707598942882) | > loss_disc_real_0: 0.18716828525066376 (0.13340038116185826) | > loss_disc_real_1: 0.18952636420726776 (0.18946365493111372) | > loss_disc_real_2: 0.21985243260860443 (0.20349415602029783) | > loss_disc_real_3: 0.20943808555603027 (0.20551289849985865) | > loss_disc_real_4: 0.18306146562099457 (0.20737225237968415) | > loss_disc_real_5: 0.21746325492858887 (0.20400121981047073) | > loss_0: 2.300685405731201 (2.241707598942882) | > grad_norm_0: tensor(47.9678, device='cuda:0') (tensor(58.5815, device='cuda:0')) | > loss_gen: 2.7035441398620605 (2.7706739147609003) | > loss_kl: 2.2778851985931396 (2.135823575676588) | > loss_feat: 8.499519348144531 (8.445617527320078) | > loss_mel: 16.06793212890625 (15.122189574631664) | > loss_duration: 1.6330106258392334 (1.6013031694694062) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.18189239501953 (30.075607687313514) | > grad_norm_1: tensor(90.0470, device='cuda:0') (tensor(858.6101, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.9406 (0.9099929483710618) | > loader_time: 0.0111 (0.011196801404525236)  --> TIME: 2025-02-20 20:42:43 -- STEP: 429/924 -- GLOBAL_STEP: 154400 | > loss_disc: 2.2743263244628906 (2.243012493306941) | > loss_disc_real_0: 0.2494805008172989 (0.1344592291036824) | > loss_disc_real_1: 0.19531336426734924 (0.18939979450824934) | > loss_disc_real_2: 0.20940695703029633 (0.20327338343594734) | > loss_disc_real_3: 0.21591535210609436 (0.20549776955640114) | > loss_disc_real_4: 0.2020353525876999 (0.20736977412845148) | > loss_disc_real_5: 0.20197628438472748 (0.20402961267735853) | > loss_0: 2.2743263244628906 (2.243012493306941) | > grad_norm_0: tensor(93.3956, device='cuda:0') (tensor(58.6019, device='cuda:0')) | > loss_gen: 3.0708870887756348 (2.7714934576919297) | > loss_kl: 2.368624448776245 (2.1423809386633494) | > loss_feat: 9.097661972045898 (8.443052378567778) | > loss_mel: 15.944783210754395 (15.114567789998087) | > loss_duration: 1.620917797088623 (1.601643966628122) | > amp_scaler: 128.0 (133.37062937062936) | > loss_1: 32.102874755859375 (30.073138461524234) | > grad_norm_1: tensor(894.4772, device='cuda:0') (tensor(853.7786, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.9168 (0.9103945846602077) | > loader_time: 0.0112 (0.011223247279098264)  --> TIME: 2025-02-20 20:43:30 -- STEP: 479/924 -- GLOBAL_STEP: 154450 | > loss_disc: 2.1403884887695312 (2.2383281368303414) | > loss_disc_real_0: 0.1422770768404007 (0.13263571891537043) | > loss_disc_real_1: 0.17829981446266174 (0.1890457710542858) | > loss_disc_real_2: 0.17860428988933563 (0.20296161869124726) | > loss_disc_real_3: 0.17965875566005707 (0.2057848131295783) | > loss_disc_real_4: 0.21087630093097687 (0.20722866257446543) | > loss_disc_real_5: 0.19038651883602142 (0.20379491595236393) | > loss_0: 2.1403884887695312 (2.2383281368303414) | > grad_norm_0: tensor(108.4278, device='cuda:0') (tensor(58.6421, device='cuda:0')) | > loss_gen: 2.738452196121216 (2.7762632126101363) | > loss_kl: 1.8591556549072266 (2.144507310086849) | > loss_feat: 8.520000457763672 (8.458143961952224) | > loss_mel: 15.431620597839355 (15.110163748388748) | > loss_duration: 1.576686143875122 (1.60132480812471) | > amp_scaler: 128.0 (132.81002087682677) | > loss_1: 30.12591552734375 (30.090403013289098) | > grad_norm_1: tensor(809.8342, device='cuda:0') (tensor(859.2681, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.9332 (0.9118403188868703) | > loader_time: 0.0108 (0.01123342334850845)  --> TIME: 2025-02-20 20:44:16 -- STEP: 529/924 -- GLOBAL_STEP: 154500 | > loss_disc: 2.1751010417938232 (2.233743656785818) | > loss_disc_real_0: 0.22713890671730042 (0.13183313950417394) | > loss_disc_real_1: 0.18652847409248352 (0.18876754077035224) | > loss_disc_real_2: 0.20491594076156616 (0.20260767686569844) | > loss_disc_real_3: 0.1732582151889801 (0.20539054443570295) | > loss_disc_real_4: 0.19416698813438416 (0.20705328901458553) | > loss_disc_real_5: 0.1690821796655655 (0.20333559335066825) | > loss_0: 2.1751010417938232 (2.233743656785818) | > grad_norm_0: tensor(96.6354, device='cuda:0') (tensor(58.7359, device='cuda:0')) | > loss_gen: 2.978151321411133 (2.783791304986733) | > loss_kl: 2.338484287261963 (2.1472336919186015) | > loss_feat: 9.325484275817871 (8.48649665313317) | > loss_mel: 16.07204246520996 (15.119428863597502) | > loss_duration: 1.5909934043884277 (1.601370248542166) | > amp_scaler: 128.0 (132.35538752362953) | > loss_1: 32.30515670776367 (30.138320717333848) | > grad_norm_1: tensor(1031.9229, device='cuda:0') (tensor(867.3541, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.888 (0.9112816136365577) | > loader_time: 0.0112 (0.011247813814303826)  --> TIME: 2025-02-20 20:45:02 -- STEP: 579/924 -- GLOBAL_STEP: 154550 | > loss_disc: 2.4032552242279053 (2.235119469219334) | > loss_disc_real_0: 0.29161760210990906 (0.1318564515863264) | > loss_disc_real_1: 0.1648644208908081 (0.18871339568820025) | > loss_disc_real_2: 0.16646382212638855 (0.2028442868296963) | > loss_disc_real_3: 0.18536512553691864 (0.20544285835482695) | > loss_disc_real_4: 0.18140268325805664 (0.2070449515791137) | > loss_disc_real_5: 0.1789577752351761 (0.2034617345876645) | > loss_0: 2.4032552242279053 (2.235119469219334) | > grad_norm_0: tensor(96.5318, device='cuda:0') (tensor(58.6312, device='cuda:0')) | > loss_gen: 2.6568894386291504 (2.7820999721171322) | > loss_kl: 2.0691564083099365 (2.144719823242675) | > loss_feat: 7.776824951171875 (8.472344677682987) | > loss_mel: 15.016801834106445 (15.093047963934653) | > loss_duration: 1.6189144849777222 (1.601360172187727) | > amp_scaler: 128.0 (131.97927461139898) | > loss_1: 29.138586044311523 (30.093572570458182) | > grad_norm_1: tensor(863.0693, device='cuda:0') (tensor(879.6135, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.9188 (0.911539699953043) | > loader_time: 0.0113 (0.011256925388527244)  --> TIME: 2025-02-20 20:45:49 -- STEP: 629/924 -- GLOBAL_STEP: 154600 | > loss_disc: 2.2318198680877686 (2.235824244579565) | > loss_disc_real_0: 0.1612110286951065 (0.13152313009141361) | > loss_disc_real_1: 0.1992269605398178 (0.18894367633070583) | > loss_disc_real_2: 0.20994119346141815 (0.2029181021385617) | > loss_disc_real_3: 0.23759721219539642 (0.2057404645107129) | > loss_disc_real_4: 0.19910360872745514 (0.20723866629865856) | > loss_disc_real_5: 0.18630793690681458 (0.2031925508015107) | > loss_0: 2.2318198680877686 (2.235824244579565) | > grad_norm_0: tensor(75.8382, device='cuda:0') (tensor(58.5386, device='cuda:0')) | > loss_gen: 2.740424156188965 (2.781119140039754) | > loss_kl: 2.067188262939453 (2.141574024964592) | > loss_feat: 7.855370998382568 (8.467595853942006) | > loss_mel: 14.14101791381836 (15.080485765429863) | > loss_duration: 1.5651787519454956 (1.600980997654139) | > amp_scaler: 128.0 (131.66295707472173) | > loss_1: 28.369178771972656 (30.071755726121378) | > grad_norm_1: tensor(971.7960, device='cuda:0') (tensor(883.3666, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.9133 (0.9113106864055882) | > loader_time: 0.0108 (0.011272119603968195)  --> TIME: 2025-02-20 20:46:35 -- STEP: 679/924 -- GLOBAL_STEP: 154650 | > loss_disc: 2.302093744277954 (2.2349030321933054) | > loss_disc_real_0: 0.16339464485645294 (0.13111837136947355) | > loss_disc_real_1: 0.19100525975227356 (0.18896239844530777) | > loss_disc_real_2: 0.20060068368911743 (0.20316187828910895) | > loss_disc_real_3: 0.22313813865184784 (0.20581830533246046) | > loss_disc_real_4: 0.21037210524082184 (0.20723497705185712) | > loss_disc_real_5: 0.25012680888175964 (0.2028377030006389) | > loss_0: 2.302093744277954 (2.2349030321933054) | > grad_norm_0: tensor(101.3267, device='cuda:0') (tensor(59.2160, device='cuda:0')) | > loss_gen: 2.789572238922119 (2.7836494516027135) | > loss_kl: 2.16591477394104 (2.137540271952858) | > loss_feat: 7.946066379547119 (8.469422112157323) | > loss_mel: 15.587384223937988 (15.071511091645231) | > loss_duration: 1.632542371749878 (1.6008421110650415) | > amp_scaler: 128.0 (131.39322533136954) | > loss_1: 30.121479034423828 (30.06296498575337) | > grad_norm_1: tensor(1259.0791, device='cuda:0') (tensor(891.1313, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.89 (0.9112219884223545) | > loader_time: 0.0113 (0.011291627855820573)  --> TIME: 2025-02-20 20:47:22 -- STEP: 729/924 -- GLOBAL_STEP: 154700 | > loss_disc: 2.2265400886535645 (2.2320756050457855) | > loss_disc_real_0: 0.0744645893573761 (0.13030181480226682) | > loss_disc_real_1: 0.15328574180603027 (0.18880028513723932) | > loss_disc_real_2: 0.1892850697040558 (0.20296657363410187) | > loss_disc_real_3: 0.18772614002227783 (0.2055810764738561) | > loss_disc_real_4: 0.1815510094165802 (0.20704550466746788) | > loss_disc_real_5: 0.1984453946352005 (0.2025318295172376) | > loss_0: 2.2265400886535645 (2.2320756050457855) | > grad_norm_0: tensor(30.0396, device='cuda:0') (tensor(59.0041, device='cuda:0')) | > loss_gen: 2.723710060119629 (2.7871194562794233) | > loss_kl: 2.0526602268218994 (2.1355318725517907) | > loss_feat: 9.238580703735352 (8.488858304723644) | > loss_mel: 16.30571746826172 (15.079638755861133) | > loss_duration: 1.632055401802063 (1.6008924149354966) | > amp_scaler: 128.0 (131.1604938271603) | > loss_1: 31.952722549438477 (30.092040746136785) | > grad_norm_1: tensor(494.2614, device='cuda:0') (tensor(900.6189, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.946 (0.9115085045823672) | > loader_time: 0.0181 (0.01134312496263794)  --> TIME: 2025-02-20 20:48:08 -- STEP: 779/924 -- GLOBAL_STEP: 154750 | > loss_disc: 2.31317400932312 (2.233110410870269) | > loss_disc_real_0: 0.27390357851982117 (0.13045411808978136) | > loss_disc_real_1: 0.17582854628562927 (0.18893198228999494) | > loss_disc_real_2: 0.21931903064250946 (0.20282931522548733) | > loss_disc_real_3: 0.2245270311832428 (0.20581582582654934) | > loss_disc_real_4: 0.17599862813949585 (0.2073338588984236) | > loss_disc_real_5: 0.2771289050579071 (0.2026443367056424) | > loss_0: 2.31317400932312 (2.233110410870269) | > grad_norm_0: tensor(87.7773, device='cuda:0') (tensor(59.1558, device='cuda:0')) | > loss_gen: 2.9113452434539795 (2.787279290626534) | > loss_kl: 1.9289278984069824 (2.137240412911646) | > loss_feat: 8.227055549621582 (8.489550721507653) | > loss_mel: 14.533883094787598 (15.075118059983456) | > loss_duration: 1.6475310325622559 (1.601172492348032) | > amp_scaler: 128.0 (130.95763799743244) | > loss_1: 29.248741149902344 (30.090360918155223) | > grad_norm_1: tensor(725.1032, device='cuda:0') (tensor(904.6729, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.8987 (0.9117216644605409) | > loader_time: 0.0109 (0.011380351706861068)  --> TIME: 2025-02-20 20:48:54 -- STEP: 829/924 -- GLOBAL_STEP: 154800 | > loss_disc: 2.0069797039031982 (2.232974621153856) | > loss_disc_real_0: 0.07445663958787918 (0.1301552166688213) | > loss_disc_real_1: 0.2005443572998047 (0.18888670784860526) | > loss_disc_real_2: 0.19470857083797455 (0.20268644320590937) | > loss_disc_real_3: 0.2162935584783554 (0.20595471675994162) | > loss_disc_real_4: 0.19199238717556 (0.20736174966659132) | > loss_disc_real_5: 0.1771496683359146 (0.20293511838547715) | > loss_0: 2.0069797039031982 (2.232974621153856) | > grad_norm_0: tensor(50.2817, device='cuda:0') (tensor(59.1220, device='cuda:0')) | > loss_gen: 3.172058582305908 (2.788041813382192) | > loss_kl: 2.111764907836914 (2.139646115722931) | > loss_feat: 10.18653678894043 (8.49232572468115) | > loss_mel: 16.182907104492188 (15.084714154426381) | > loss_duration: 1.5748449563980103 (1.6007530996969164) | > amp_scaler: 128.0 (130.77925211097698) | > loss_1: 33.228111267089844 (30.105480863619484) | > grad_norm_1: tensor(1025.3038, device='cuda:0') (tensor(904.4813, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.9176 (0.9108755939400814) | > loader_time: 0.011 (0.011381949389081521)  --> TIME: 2025-02-20 20:49:40 -- STEP: 879/924 -- GLOBAL_STEP: 154850 | > loss_disc: 2.3301913738250732 (2.2325343487612637) | > loss_disc_real_0: 0.0964217483997345 (0.1297358436567182) | > loss_disc_real_1: 0.18123435974121094 (0.18899867387829652) | > loss_disc_real_2: 0.1970488727092743 (0.2027571697012692) | > loss_disc_real_3: 0.22575348615646362 (0.20594834727028524) | > loss_disc_real_4: 0.23824620246887207 (0.20743225153802605) | > loss_disc_real_5: 0.25342199206352234 (0.20295516909253747) | > loss_0: 2.3301913738250732 (2.2325343487612637) | > grad_norm_0: tensor(24.9793, device='cuda:0') (tensor(58.9979, device='cuda:0')) | > loss_gen: 2.685533046722412 (2.7886334659025245) | > loss_kl: 2.0670788288116455 (2.139732443838802) | > loss_feat: 7.949124336242676 (8.488014670362272) | > loss_mel: 15.060948371887207 (15.08198370081844) | > loss_duration: 1.590884804725647 (1.600940346989074) | > amp_scaler: 128.0 (130.6211604095562) | > loss_1: 29.35357093811035 (30.099304602821533) | > grad_norm_1: tensor(928.7706, device='cuda:0') (tensor(910.8205, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.8993 (0.9104861662520755) | > loader_time: 0.0108 (0.011388404648729826)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.276824712753296 (2.276824712753296) | > loss_disc_real_0: 0.09447754919528961 (0.09447754919528961) | > loss_disc_real_1: 0.17689014971256256 (0.17689014971256256) | > loss_disc_real_2: 0.22936217486858368 (0.22936217486858368) | > loss_disc_real_3: 0.20691077411174774 (0.20691077411174774) | > loss_disc_real_4: 0.23622187972068787 (0.23622187972068787) | > loss_disc_real_5: 0.21213272213935852 (0.21213272213935852) | > loss_0: 2.276824712753296 (2.276824712753296) | > loss_gen: 2.4954471588134766 (2.4954471588134766) | > loss_kl: 1.978838324546814 (1.978838324546814) | > loss_feat: 7.987837791442871 (7.987837791442871) | > loss_mel: 14.413200378417969 (14.413200378417969) | > loss_duration: 1.6665979623794556 (1.6665979623794556) | > loss_1: 28.541919708251953 (28.541919708251953)  --> STEP: 1 | > loss_disc: 2.344688892364502 (2.344688892364502) | > loss_disc_real_0: 0.12382611632347107 (0.12382611632347107) | > loss_disc_real_1: 0.18522581458091736 (0.18522581458091736) | > loss_disc_real_2: 0.22359465062618256 (0.22359465062618256) | > loss_disc_real_3: 0.18622878193855286 (0.18622878193855286) | > loss_disc_real_4: 0.2425725758075714 (0.2425725758075714) | > loss_disc_real_5: 0.2171037644147873 (0.2171037644147873) | > loss_0: 2.344688892364502 (2.344688892364502) | > loss_gen: 2.459104299545288 (2.459104299545288) | > loss_kl: 2.1132421493530273 (2.1132421493530273) | > loss_feat: 8.249841690063477 (8.249841690063477) | > loss_mel: 15.404568672180176 (15.404568672180176) | > loss_duration: 1.6879088878631592 (1.6879088878631592) | > loss_1: 29.91466522216797 (29.91466522216797)  --> STEP: 2 | > loss_disc: 2.4395346641540527 (2.3921117782592773) | > loss_disc_real_0: 0.11081408709287643 (0.11732010170817375) | > loss_disc_real_1: 0.18508191406726837 (0.18515386432409286) | > loss_disc_real_2: 0.21536917984485626 (0.2194819152355194) | > loss_disc_real_3: 0.2160993218421936 (0.20116405189037323) | > loss_disc_real_4: 0.2511880099773407 (0.24688029289245605) | > loss_disc_real_5: 0.252857506275177 (0.23498063534498215) | > loss_0: 2.4395346641540527 (2.3921117782592773) | > loss_gen: 2.3281898498535156 (2.393647074699402) | > loss_kl: 2.0150046348571777 (2.0641233921051025) | > loss_feat: 7.966998100280762 (8.10841989517212) | > loss_mel: 14.195916175842285 (14.80024242401123) | > loss_duration: 1.576319694519043 (1.632114291191101) | > loss_1: 28.082427978515625 (28.998546600341797)  --> STEP: 3 | > loss_disc: 2.285482406616211 (2.3565686543782554) | > loss_disc_real_0: 0.11602603644132614 (0.11688874661922455) | > loss_disc_real_1: 0.18671159446239471 (0.18567310770352682) | > loss_disc_real_2: 0.24360516667366028 (0.22752299904823303) | > loss_disc_real_3: 0.19016119837760925 (0.19749643405278525) | > loss_disc_real_4: 0.22098231315612793 (0.23824763298034668) | > loss_disc_real_5: 0.243724524974823 (0.23789526522159576) | > loss_0: 2.285482406616211 (2.3565686543782554) | > loss_gen: 2.560664415359497 (2.4493195215861) | > loss_kl: 1.8880459070205688 (2.005430897076925) | > loss_feat: 8.01015567779541 (8.075665156046549) | > loss_mel: 14.556650161743164 (14.719045003255209) | > loss_duration: 1.667004942893982 (1.6437445084253948) | > loss_1: 28.682523727416992 (28.893205642700195)  --> STEP: 4 | > loss_disc: 2.405139684677124 (2.3687114119529724) | > loss_disc_real_0: 0.1181284710764885 (0.11719867773354053) | > loss_disc_real_1: 0.19743604958057404 (0.18861384317278862) | > loss_disc_real_2: 0.2416660040616989 (0.2310587503015995) | > loss_disc_real_3: 0.20689472556114197 (0.19984600692987442) | > loss_disc_real_4: 0.2287375032901764 (0.2358701005578041) | > loss_disc_real_5: 0.24883142113685608 (0.24062930420041084) | > loss_0: 2.405139684677124 (2.3687114119529724) | > loss_gen: 2.393808364868164 (2.435441732406616) | > loss_kl: 1.9245601892471313 (1.9852132201194763) | > loss_feat: 7.207545280456543 (7.858635187149048) | > loss_mel: 12.905019760131836 (14.265538692474365) | > loss_duration: 1.7561697959899902 (1.6718508303165436) | > loss_1: 26.187103271484375 (28.21668004989624)  --> STEP: 5 | > loss_disc: 2.140554189682007 (2.323079967498779) | > loss_disc_real_0: 0.06107016280293465 (0.10597297474741936) | > loss_disc_real_1: 0.16627554595470428 (0.18414618372917174) | > loss_disc_real_2: 0.24748337268829346 (0.2343436747789383) | > loss_disc_real_3: 0.1808035671710968 (0.19603751897811889) | > loss_disc_real_4: 0.29342201352119446 (0.24738048315048217) | > loss_disc_real_5: 0.22389543056488037 (0.23728252947330475) | > loss_0: 2.140554189682007 (2.323079967498779) | > loss_gen: 2.7539918422698975 (2.4991517543792723) | > loss_kl: 1.7727222442626953 (1.9427150249481202) | > loss_feat: 9.145808219909668 (8.116069793701172) | > loss_mel: 16.109437942504883 (14.634318542480468) | > loss_duration: 1.529333233833313 (1.6433473110198975) | > loss_1: 31.311294555664062 (28.835602951049804) --> EVAL PERFORMANCE | > avg_loader_time: 0.1540658950805664 (-0.0033162117004394698) | > avg_loss_disc: 2.323079967498779 (-0.06843686103820801) | > avg_loss_disc_real_0: 0.10597297474741936 (-0.03897615447640419) | > avg_loss_disc_real_1: 0.18414618372917174 (-0.049898493289947526) | > avg_loss_disc_real_2: 0.2343436747789383 (-0.004577186703681929) | > avg_loss_disc_real_3: 0.19603751897811889 (-0.042011067271232605) | > avg_loss_disc_real_4: 0.24738048315048217 (+0.044061458110809304) | > avg_loss_disc_real_5: 0.23728252947330475 (+0.0004351109266281239) | > avg_loss_0: 2.323079967498779 (-0.06843686103820801) | > avg_loss_gen: 2.4991517543792723 (+0.010211181640624734) | > avg_loss_kl: 1.9427150249481202 (-0.12124943733215332) | > avg_loss_feat: 8.116069793701172 (+0.17474451065063512) | > avg_loss_mel: 14.634318542480468 (+0.45517940521240163) | > avg_loss_duration: 1.6433473110198975 (-0.0034624338150024414) | > avg_loss_1: 28.835602951049804 (+0.5154239654541009)  > EPOCH: 118/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 20:50:29)   --> TIME: 2025-02-20 20:50:36 -- STEP: 5/924 -- GLOBAL_STEP: 154900 | > loss_disc: 2.330019950866699 (2.240418481826782) | > loss_disc_real_0: 0.15358421206474304 (0.12153873741626739) | > loss_disc_real_1: 0.18130065500736237 (0.1892414540052414) | > loss_disc_real_2: 0.2101536989212036 (0.20748885869979858) | > loss_disc_real_3: 0.24400611221790314 (0.21298806071281434) | > loss_disc_real_4: 0.20634488761425018 (0.20244864225387574) | > loss_disc_real_5: 0.20540931820869446 (0.20252251923084258) | > loss_0: 2.330019950866699 (2.240418481826782) | > grad_norm_0: tensor(60.6871, device='cuda:0') (tensor(48.8523, device='cuda:0')) | > loss_gen: 2.5374865531921387 (2.7334784984588625) | > loss_kl: 2.0034008026123047 (2.1305089473724363) | > loss_feat: 7.477661609649658 (8.340301704406738) | > loss_mel: 14.293540000915527 (15.44480266571045) | > loss_duration: 1.6031835079193115 (1.58170645236969) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.915271759033203 (30.230798721313477) | > grad_norm_1: tensor(480.6282, device='cuda:0') (tensor(717.3538, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.9416 (0.9116081714630127) | > loader_time: 0.0111 (0.011063480377197265)  --> TIME: 2025-02-20 20:51:22 -- STEP: 55/924 -- GLOBAL_STEP: 154950 | > loss_disc: 2.2059168815612793 (2.219326236031272) | > loss_disc_real_0: 0.12546129524707794 (0.12565022869543593) | > loss_disc_real_1: 0.18636994063854218 (0.18907925432378594) | > loss_disc_real_2: 0.18376369774341583 (0.20249739668586036) | > loss_disc_real_3: 0.20958176255226135 (0.20482096861709248) | > loss_disc_real_4: 0.23469161987304688 (0.2068709676915949) | > loss_disc_real_5: 0.22137650847434998 (0.20124428597363558) | > loss_0: 2.2059168815612793 (2.219326236031272) | > grad_norm_0: tensor(67.1320, device='cuda:0') (tensor(57.9079, device='cuda:0')) | > loss_gen: 2.9628453254699707 (2.777352033961903) | > loss_kl: 2.0349814891815186 (2.153222328966314) | > loss_feat: 8.541557312011719 (8.416682113300666) | > loss_mel: 15.18636703491211 (14.99574300592596) | > loss_duration: 1.589315414428711 (1.603946521065452) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.315065383911133 (29.946945988048206) | > grad_norm_1: tensor(1040.9309, device='cuda:0') (tensor(937.7713, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.8912 (0.9063380934975364) | > loader_time: 0.0098 (0.0110851374539462)  --> TIME: 2025-02-20 20:52:09 -- STEP: 105/924 -- GLOBAL_STEP: 155000 | > loss_disc: 2.1661570072174072 (2.2295092991420202) | > loss_disc_real_0: 0.0910659059882164 (0.12670169334326467) | > loss_disc_real_1: 0.16761726140975952 (0.18925718906379874) | > loss_disc_real_2: 0.17972762882709503 (0.20184456478981744) | > loss_disc_real_3: 0.2251247763633728 (0.20565609208175115) | > loss_disc_real_4: 0.19834300875663757 (0.20753152725242432) | > loss_disc_real_5: 0.20433098077774048 (0.20100883642832437) | > loss_0: 2.1661570072174072 (2.2295092991420202) | > grad_norm_0: tensor(41.4509, device='cuda:0') (tensor(60.8951, device='cuda:0')) | > loss_gen: 3.0092997550964355 (2.792284529549734) | > loss_kl: 2.3291494846343994 (2.1633809282666165) | > loss_feat: 9.796537399291992 (8.485380908421106) | > loss_mel: 16.743858337402344 (15.082524844578334) | > loss_duration: 1.5804418325424194 (1.6031059776033674) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.459285736083984 (30.126677213396345) | > grad_norm_1: tensor(759.3470, device='cuda:0') (tensor(949.1113, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.9346 (0.9115978218260266) | > loader_time: 0.0112 (0.011433301653180803) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_155000.pth  --> TIME: 2025-02-20 20:52:58 -- STEP: 155/924 -- GLOBAL_STEP: 155050 | > loss_disc: 2.321256637573242 (2.2270745692714566) | > loss_disc_real_0: 0.11243230849504471 (0.12593346377534254) | > loss_disc_real_1: 0.202031210064888 (0.1891342966787276) | > loss_disc_real_2: 0.2106519341468811 (0.20261358291872086) | > loss_disc_real_3: 0.23659008741378784 (0.20641317867463627) | > loss_disc_real_4: 0.23239350318908691 (0.20749998054196758) | > loss_disc_real_5: 0.20155270397663116 (0.2005681547426408) | > loss_0: 2.321256637573242 (2.2270745692714566) | > grad_norm_0: tensor(33.0832, device='cuda:0') (tensor(60.8890, device='cuda:0')) | > loss_gen: 2.5394043922424316 (2.804946079561787) | > loss_kl: 2.3336968421936035 (2.1538251907594734) | > loss_feat: 7.319310188293457 (8.549573907544533) | > loss_mel: 13.39420223236084 (15.159485207834551) | > loss_duration: 1.6085917949676514 (1.6028362135733332) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.195205688476562 (30.270666626961) | > grad_norm_1: tensor(1097.5674, device='cuda:0') (tensor(962.6760, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.9006 (0.9106054998213245) | > loader_time: 0.0166 (0.01126558242305633)  --> TIME: 2025-02-20 20:53:44 -- STEP: 205/924 -- GLOBAL_STEP: 155100 | > loss_disc: 2.1697986125946045 (2.231865727029194) | > loss_disc_real_0: 0.09328274428844452 (0.1265255357434111) | > loss_disc_real_1: 0.21172687411308289 (0.1896922192195566) | > loss_disc_real_2: 0.21583257615566254 (0.2030453969792622) | > loss_disc_real_3: 0.19048595428466797 (0.20639734042853836) | > loss_disc_real_4: 0.17914468050003052 (0.20683782587691052) | > loss_disc_real_5: 0.20317719876766205 (0.20223407818049918) | > loss_0: 2.1697986125946045 (2.231865727029194) | > grad_norm_0: tensor(39.4451, device='cuda:0') (tensor(60.7620, device='cuda:0')) | > loss_gen: 2.7929298877716064 (2.798887042301458) | > loss_kl: 1.957294225692749 (2.1446479157703675) | > loss_feat: 8.274297714233398 (8.52020523722578) | > loss_mel: 14.699792861938477 (15.150042882779749) | > loss_duration: 1.5547306537628174 (1.6017961118279436) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.2790470123291 (30.215579139895556) | > grad_norm_1: tensor(467.4762, device='cuda:0') (tensor(977.9120, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.9322 (0.9113408612041939) | > loader_time: 0.0109 (0.011242551338381888)  --> TIME: 2025-02-20 20:54:30 -- STEP: 255/924 -- GLOBAL_STEP: 155150 | > loss_disc: 2.1984832286834717 (2.2322572642681644) | > loss_disc_real_0: 0.09305905550718307 (0.12747043324451826) | > loss_disc_real_1: 0.18239910900592804 (0.18936780024977284) | > loss_disc_real_2: 0.20810097455978394 (0.20285634766606725) | > loss_disc_real_3: 0.22053177654743195 (0.20605961522635285) | > loss_disc_real_4: 0.18063408136367798 (0.20665129598449258) | > loss_disc_real_5: 0.19844363629817963 (0.20289137661457063) | > loss_0: 2.1984832286834717 (2.2322572642681644) | > grad_norm_0: tensor(39.9992, device='cuda:0') (tensor(58.9798, device='cuda:0')) | > loss_gen: 2.749521255493164 (2.7890786928289084) | > loss_kl: 2.1335980892181396 (2.131896140996148) | > loss_feat: 7.798856735229492 (8.510052271450265) | > loss_mel: 12.626505851745605 (15.142115439620673) | > loss_duration: 1.5744482278823853 (1.6030065452351292) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.8829288482666 (30.176149054134594) | > grad_norm_1: tensor(1146.6991, device='cuda:0') (tensor(958.2438, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.8465 (0.9094222835465974) | > loader_time: 0.0096 (0.011218348671408264)  --> TIME: 2025-02-20 20:55:16 -- STEP: 305/924 -- GLOBAL_STEP: 155200 | > loss_disc: 2.298189401626587 (2.2371006285557997) | > loss_disc_real_0: 0.18252602219581604 (0.13061682877481964) | > loss_disc_real_1: 0.16804015636444092 (0.18947871107547004) | > loss_disc_real_2: 0.2029472291469574 (0.20283075952139065) | > loss_disc_real_3: 0.2109021693468094 (0.20573716661969166) | > loss_disc_real_4: 0.18762145936489105 (0.20696191939174147) | > loss_disc_real_5: 0.21739941835403442 (0.2026006657080572) | > loss_0: 2.298189401626587 (2.2371006285557997) | > grad_norm_0: tensor(67.3268, device='cuda:0') (tensor(59.3479, device='cuda:0')) | > loss_gen: 2.8268585205078125 (2.793937905890044) | > loss_kl: 2.3141589164733887 (2.1307070536691644) | > loss_feat: 8.372304916381836 (8.517830407814897) | > loss_mel: 16.29153060913086 (15.154381439334056) | > loss_duration: 1.6396069526672363 (1.6029712352596348) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.444459915161133 (30.199828000928534) | > grad_norm_1: tensor(1010.6586, device='cuda:0') (tensor(930.6171, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.9482 (0.9098064125561324) | > loader_time: 0.0106 (0.01125719273676638)  --> TIME: 2025-02-20 20:56:03 -- STEP: 355/924 -- GLOBAL_STEP: 155250 | > loss_disc: 2.1194586753845215 (2.2380249298794177) | > loss_disc_real_0: 0.09710822999477386 (0.13028966321701738) | > loss_disc_real_1: 0.18963098526000977 (0.1901278300184599) | > loss_disc_real_2: 0.23154959082603455 (0.20333369168597212) | > loss_disc_real_3: 0.20716091990470886 (0.2057474401635183) | > loss_disc_real_4: 0.22960038483142853 (0.2073110761357025) | > loss_disc_real_5: 0.18403129279613495 (0.20271553346808532) | > loss_0: 2.1194586753845215 (2.2380249298794177) | > grad_norm_0: tensor(36.2949, device='cuda:0') (tensor(59.0871, device='cuda:0')) | > loss_gen: 2.907604217529297 (2.791673629384645) | > loss_kl: 2.2077128887176514 (2.1355014008535487) | > loss_feat: 8.731426239013672 (8.517350810682267) | > loss_mel: 14.450916290283203 (15.161026457665672) | > loss_duration: 1.592538595199585 (1.6030895196216206) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.890199661254883 (30.208641782948668) | > grad_norm_1: tensor(982.5295, device='cuda:0') (tensor(938.4756, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.9249 (0.9119471966380804) | > loader_time: 0.0103 (0.011279240460462971)  --> TIME: 2025-02-20 20:56:50 -- STEP: 405/924 -- GLOBAL_STEP: 155300 | > loss_disc: 2.156114339828491 (2.2389055022486963) | > loss_disc_real_0: 0.12081355601549149 (0.13047776617753654) | > loss_disc_real_1: 0.1880922168493271 (0.18995412875104833) | > loss_disc_real_2: 0.20799146592617035 (0.2031762430697312) | > loss_disc_real_3: 0.1945272982120514 (0.2055962952934665) | > loss_disc_real_4: 0.21471737325191498 (0.2072278563255145) | > loss_disc_real_5: 0.21299134194850922 (0.20310309470435722) | > loss_0: 2.156114339828491 (2.2389055022486963) | > grad_norm_0: tensor(45.5437, device='cuda:0') (tensor(58.0220, device='cuda:0')) | > loss_gen: 2.796452283859253 (2.7820122618734113) | > loss_kl: 2.170856475830078 (2.138690734792643) | > loss_feat: 8.443984985351562 (8.487949559717991) | > loss_mel: 15.828957557678223 (15.143942691661694) | > loss_duration: 1.5838606357574463 (1.6030839028181854) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.82411003112793 (30.15567913290895) | > grad_norm_1: tensor(1113.4490, device='cuda:0') (tensor(918.5234, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.9072 (0.9112055425290708) | > loader_time: 0.0105 (0.011279650087709777)  --> TIME: 2025-02-20 20:57:36 -- STEP: 455/924 -- GLOBAL_STEP: 155350 | > loss_disc: 2.2588534355163574 (2.2379938822526224) | > loss_disc_real_0: 0.17421631515026093 (0.13220473697388563) | > loss_disc_real_1: 0.20222148299217224 (0.18961217757109758) | > loss_disc_real_2: 0.20273390412330627 (0.2027064375824981) | > loss_disc_real_3: 0.20876047015190125 (0.20542143776521574) | > loss_disc_real_4: 0.21389985084533691 (0.2068852270042503) | > loss_disc_real_5: 0.2025093138217926 (0.20262847641012174) | > loss_0: 2.2588534355163574 (2.2379938822526224) | > grad_norm_0: tensor(46.0303, device='cuda:0') (tensor(57.9199, device='cuda:0')) | > loss_gen: 2.7670068740844727 (2.7788756407224224) | > loss_kl: 2.1177427768707275 (2.139109319120979) | > loss_feat: 8.263916015625 (8.47338250443175) | > loss_mel: 15.284664154052734 (15.125394393585541) | > loss_duration: 1.5624926090240479 (1.6028852355349195) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.99582290649414 (30.1196470952296) | > grad_norm_1: tensor(1104.0298, device='cuda:0') (tensor(916.0508, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.9219 (0.9106781990973504) | > loader_time: 0.0112 (0.01128840970469045)  --> TIME: 2025-02-20 20:58:22 -- STEP: 505/924 -- GLOBAL_STEP: 155400 | > loss_disc: 2.247241735458374 (2.2366673545082043) | > loss_disc_real_0: 0.09337978810071945 (0.1314956412530772) | > loss_disc_real_1: 0.2112409472465515 (0.1897397017715001) | > loss_disc_real_2: 0.24259093403816223 (0.20284589517234577) | > loss_disc_real_3: 0.2018858790397644 (0.20531315924507554) | > loss_disc_real_4: 0.22412054240703583 (0.2071488251190374) | > loss_disc_real_5: 0.17466215789318085 (0.20246485424513866) | > loss_0: 2.247241735458374 (2.2366673545082043) | > grad_norm_0: tensor(55.2385, device='cuda:0') (tensor(58.4274, device='cuda:0')) | > loss_gen: 2.6424365043640137 (2.7830458853504454) | > loss_kl: 2.2843639850616455 (2.138059546215705) | > loss_feat: 7.951723575592041 (8.482829486733616) | > loss_mel: 13.76137924194336 (15.134928127326587) | > loss_duration: 1.5745757818222046 (1.6027796724055072) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.214479446411133 (30.14164271968426) | > grad_norm_1: tensor(907.6448, device='cuda:0') (tensor(915.4408, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.8901 (0.9109738236606711) | > loader_time: 0.0107 (0.011303345047601377)  --> TIME: 2025-02-20 20:59:08 -- STEP: 555/924 -- GLOBAL_STEP: 155450 | > loss_disc: 2.038003921508789 (2.236928213394442) | > loss_disc_real_0: 0.10947295278310776 (0.1316467186217911) | > loss_disc_real_1: 0.15289241075515747 (0.18981867419169832) | > loss_disc_real_2: 0.1823592633008957 (0.20276482800642648) | > loss_disc_real_3: 0.1869017481803894 (0.20549925353612977) | > loss_disc_real_4: 0.19258613884449005 (0.2071130344191113) | > loss_disc_real_5: 0.18954139947891235 (0.20210231091525108) | > loss_0: 2.038003921508789 (2.236928213394442) | > grad_norm_0: tensor(60.3504, device='cuda:0') (tensor(58.5868, device='cuda:0')) | > loss_gen: 2.920635938644409 (2.7841024536270287) | > loss_kl: 2.199559211730957 (2.138974760888938) | > loss_feat: 9.374019622802734 (8.474497025292202) | > loss_mel: 16.417423248291016 (15.115375582377116) | > loss_duration: 1.606228232383728 (1.6030767075650323) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.51786422729492 (30.11602651578886) | > grad_norm_1: tensor(1188.2247, device='cuda:0') (tensor(910.6764, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.8488 (0.9102257814493268) | > loader_time: 0.0108 (0.011315200135514542)  --> TIME: 2025-02-20 20:59:54 -- STEP: 605/924 -- GLOBAL_STEP: 155500 | > loss_disc: 2.248481273651123 (2.235236174213002) | > loss_disc_real_0: 0.13623358309268951 (0.13052165992865886) | > loss_disc_real_1: 0.15121813118457794 (0.1897457962193765) | > loss_disc_real_2: 0.185304656624794 (0.20265320465584435) | > loss_disc_real_3: 0.20556458830833435 (0.2054044326228543) | > loss_disc_real_4: 0.23353737592697144 (0.20718514594164758) | > loss_disc_real_5: 0.1954731047153473 (0.20244410239960542) | > loss_0: 2.248481273651123 (2.235236174213002) | > grad_norm_0: tensor(79.8595, device='cuda:0') (tensor(58.6503, device='cuda:0')) | > loss_gen: 2.6353204250335693 (2.7847262871166905) | > loss_kl: 2.041465997695923 (2.139306253638154) | > loss_feat: 8.151270866394043 (8.473785729841756) | > loss_mel: 14.631731986999512 (15.094078382381722) | > loss_duration: 1.586287498474121 (1.6028626794657426) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.046077728271484 (30.094759302690996) | > grad_norm_1: tensor(977.5298, device='cuda:0') (tensor(919.8088, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.9131 (0.9100252900241822) | > loader_time: 0.0112 (0.011317283851056055)  --> TIME: 2025-02-20 21:00:40 -- STEP: 655/924 -- GLOBAL_STEP: 155550 | > loss_disc: 2.291170597076416 (2.234573997068042) | > loss_disc_real_0: 0.1261555254459381 (0.13028991655766514) | > loss_disc_real_1: 0.19038300216197968 (0.18960696545266006) | > loss_disc_real_2: 0.18514004349708557 (0.20253534760638967) | > loss_disc_real_3: 0.19188976287841797 (0.2055252515177689) | > loss_disc_real_4: 0.20555920898914337 (0.20731933464985758) | > loss_disc_real_5: 0.17625285685062408 (0.2021709932398251) | > loss_0: 2.291170597076416 (2.234573997068042) | > grad_norm_0: tensor(77.7449, device='cuda:0') (tensor(59.1285, device='cuda:0')) | > loss_gen: 2.5837209224700928 (2.7887729204338014) | > loss_kl: 2.1258599758148193 (2.137340423533028) | > loss_feat: 8.427538871765137 (8.483481364213787) | > loss_mel: 14.553668975830078 (15.098823259077) | > loss_duration: 1.6026239395141602 (1.6026647757027896) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.293411254882812 (30.111082711838584) | > grad_norm_1: tensor(802.1559, device='cuda:0') (tensor(922.6116, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.9451 (0.9099263264022712) | > loader_time: 0.0119 (0.011322914735051513)  --> TIME: 2025-02-20 21:01:27 -- STEP: 705/924 -- GLOBAL_STEP: 155600 | > loss_disc: 2.2158169746398926 (2.233954483228373) | > loss_disc_real_0: 0.07993528246879578 (0.13011260904530264) | > loss_disc_real_1: 0.20979973673820496 (0.18964498928675416) | > loss_disc_real_2: 0.18788112699985504 (0.2025071839280163) | > loss_disc_real_3: 0.2258465737104416 (0.20553475225225395) | > loss_disc_real_4: 0.23456121981143951 (0.20734686170909414) | > loss_disc_real_5: 0.239838644862175 (0.20242920572876094) | > loss_0: 2.2158169746398926 (2.233954483228373) | > grad_norm_0: tensor(31.8407, device='cuda:0') (tensor(59.2458, device='cuda:0')) | > loss_gen: 2.773174524307251 (2.7907714454840242) | > loss_kl: 1.83099365234375 (2.1356411678571265) | > loss_feat: 9.157718658447266 (8.492449582553082) | > loss_mel: 15.281412124633789 (15.097352161813289) | > loss_duration: 1.600954294204712 (1.6028666406658525) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.64425277709961 (30.11908096421695) | > grad_norm_1: tensor(929.2964, device='cuda:0') (tensor(924.9483, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.9138 (0.9103155937600644) | > loader_time: 0.0107 (0.011347903258411597)  --> TIME: 2025-02-20 21:02:14 -- STEP: 755/924 -- GLOBAL_STEP: 155650 | > loss_disc: 2.26228404045105 (2.2327320662555317) | > loss_disc_real_0: 0.0853552296757698 (0.12982346402690897) | > loss_disc_real_1: 0.22603821754455566 (0.18982021844150215) | > loss_disc_real_2: 0.2033488154411316 (0.20250146483743436) | > loss_disc_real_3: 0.17837247252464294 (0.20532805443994245) | > loss_disc_real_4: 0.1906546652317047 (0.20720650883305144) | > loss_disc_real_5: 0.20625096559524536 (0.20188711196776266) | > loss_0: 2.26228404045105 (2.2327320662555317) | > grad_norm_0: tensor(73.6050, device='cuda:0') (tensor(59.0397, device='cuda:0')) | > loss_gen: 2.7238657474517822 (2.7916174847558635) | > loss_kl: 2.215205430984497 (2.134490944218165) | > loss_feat: 8.303361892700195 (8.495724023730563) | > loss_mel: 14.955204010009766 (15.111746585921736) | > loss_duration: 1.5870381593704224 (1.6029013216890247) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.7846736907959 (30.13648033647348) | > grad_norm_1: tensor(703.7601, device='cuda:0') (tensor(924.8507, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.9212 (0.9106180658403613) | > loader_time: 0.0141 (0.011363951891463324)  --> TIME: 2025-02-20 21:02:59 -- STEP: 805/924 -- GLOBAL_STEP: 155700 | > loss_disc: 2.337022304534912 (2.233527760031799) | > loss_disc_real_0: 0.09888095408678055 (0.12982412528084672) | > loss_disc_real_1: 0.1879688948392868 (0.18993924243479782) | > loss_disc_real_2: 0.2067979872226715 (0.20271336732443823) | > loss_disc_real_3: 0.2026170790195465 (0.20538122696535918) | > loss_disc_real_4: 0.21772482991218567 (0.20706196573580266) | > loss_disc_real_5: 0.21156756579875946 (0.20201518095057952) | > loss_0: 2.337022304534912 (2.233527760031799) | > grad_norm_0: tensor(28.1193, device='cuda:0') (tensor(59.1489, device='cuda:0')) | > loss_gen: 2.514354705810547 (2.7927964613304375) | > loss_kl: 2.089637041091919 (2.1335386957441087) | > loss_feat: 7.210606098175049 (8.49209707390449) | > loss_mel: 14.44124984741211 (15.101719529288156) | > loss_duration: 1.632085919380188 (1.6032393541395293) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.8879337310791 (30.123391081531597) | > grad_norm_1: tensor(240.5038, device='cuda:0') (tensor(918.4622, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.9081 (0.9096347746641741) | > loader_time: 0.0117 (0.01136255915860952)  --> TIME: 2025-02-20 21:03:45 -- STEP: 855/924 -- GLOBAL_STEP: 155750 | > loss_disc: 2.305119037628174 (2.2342198972813554) | > loss_disc_real_0: 0.12904860079288483 (0.12966346465791878) | > loss_disc_real_1: 0.2026110142469406 (0.18998703754436203) | > loss_disc_real_2: 0.20520782470703125 (0.20285665859953012) | > loss_disc_real_3: 0.21985767781734467 (0.20542347314413517) | > loss_disc_real_4: 0.19478264451026917 (0.2071103652318318) | > loss_disc_real_5: 0.24361585080623627 (0.2021124831591434) | > loss_0: 2.305119037628174 (2.2342198972813554) | > grad_norm_0: tensor(36.9920, device='cuda:0') (tensor(59.0236, device='cuda:0')) | > loss_gen: 2.7086048126220703 (2.791085048307452) | > loss_kl: 2.0750811100006104 (2.13315749461191) | > loss_feat: 7.714522361755371 (8.482041851958352) | > loss_mel: 13.6048583984375 (15.09618147130598) | > loss_duration: 1.6214640140533447 (1.6029188967587655) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.724531173706055 (30.10538473742747) | > grad_norm_1: tensor(1123.9658, device='cuda:0') (tensor(920.4227, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.9036 (0.9089214930060315) | > loader_time: 0.0118 (0.011362337368970726)  --> TIME: 2025-02-20 21:04:30 -- STEP: 905/924 -- GLOBAL_STEP: 155800 | > loss_disc: 2.3062636852264404 (2.2332713166653098) | > loss_disc_real_0: 0.1251155287027359 (0.12999449012523204) | > loss_disc_real_1: 0.19302190840244293 (0.1897091480908473) | > loss_disc_real_2: 0.2203010469675064 (0.20280416159998652) | > loss_disc_real_3: 0.1915600299835205 (0.20526074348892287) | > loss_disc_real_4: 0.2184627801179886 (0.2070540628215884) | > loss_disc_real_5: 0.1958688199520111 (0.201930022322012) | > loss_0: 2.3062636852264404 (2.2332713166653098) | > grad_norm_0: tensor(37.5976, device='cuda:0') (tensor(59.0322, device='cuda:0')) | > loss_gen: 2.59445858001709 (2.7925124784859503) | > loss_kl: 2.1370861530303955 (2.1334523680460404) | > loss_feat: 7.757386207580566 (8.494247118807642) | > loss_mel: 14.16952133178711 (15.10552285442036) | > loss_duration: 1.586158037185669 (1.6026352229039313) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.244609832763672 (30.1283700173731) | > grad_norm_1: tensor(888.0921, device='cuda:0') (tensor(920.8806, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.9164 (0.908179128499321) | > loader_time: 0.0114 (0.011359971399465318)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.420772075653076 (2.420772075653076) | > loss_disc_real_0: 0.18492496013641357 (0.18492496013641357) | > loss_disc_real_1: 0.20543888211250305 (0.20543888211250305) | > loss_disc_real_2: 0.20546512305736542 (0.20546512305736542) | > loss_disc_real_3: 0.22915150225162506 (0.22915150225162506) | > loss_disc_real_4: 0.1823427975177765 (0.1823427975177765) | > loss_disc_real_5: 0.2117643803358078 (0.2117643803358078) | > loss_0: 2.420772075653076 (2.420772075653076) | > loss_gen: 2.426459550857544 (2.426459550857544) | > loss_kl: 1.9914495944976807 (1.9914495944976807) | > loss_feat: 6.44923210144043 (6.44923210144043) | > loss_mel: 11.765172004699707 (11.765172004699707) | > loss_duration: 1.6903892755508423 (1.6903892755508423) | > loss_1: 24.322702407836914 (24.322702407836914)  --> STEP: 1 | > loss_disc: 2.2280218601226807 (2.2280218601226807) | > loss_disc_real_0: 0.1499783843755722 (0.1499783843755722) | > loss_disc_real_1: 0.19293053448200226 (0.19293053448200226) | > loss_disc_real_2: 0.21255864202976227 (0.21255864202976227) | > loss_disc_real_3: 0.23387202620506287 (0.23387202620506287) | > loss_disc_real_4: 0.1984238475561142 (0.1984238475561142) | > loss_disc_real_5: 0.21585257351398468 (0.21585257351398468) | > loss_0: 2.2280218601226807 (2.2280218601226807) | > loss_gen: 2.840325355529785 (2.840325355529785) | > loss_kl: 2.112388849258423 (2.112388849258423) | > loss_feat: 8.41979694366455 (8.41979694366455) | > loss_mel: 14.586370468139648 (14.586370468139648) | > loss_duration: 1.6964160203933716 (1.6964160203933716) | > loss_1: 29.655298233032227 (29.655298233032227)  --> STEP: 2 | > loss_disc: 2.378166913986206 (2.3030943870544434) | > loss_disc_real_0: 0.18525967001914978 (0.167619027197361) | > loss_disc_real_1: 0.21450085937976837 (0.20371569693088531) | > loss_disc_real_2: 0.19528058171272278 (0.20391961187124252) | > loss_disc_real_3: 0.26307281851768494 (0.2484724223613739) | > loss_disc_real_4: 0.19525763392448425 (0.19684074074029922) | > loss_disc_real_5: 0.22997324168682098 (0.22291290760040283) | > loss_0: 2.378166913986206 (2.3030943870544434) | > loss_gen: 2.600693941116333 (2.720509648323059) | > loss_kl: 2.0887842178344727 (2.1005865335464478) | > loss_feat: 6.758780002593994 (7.5892884731292725) | > loss_mel: 13.54675006866455 (14.0665602684021) | > loss_duration: 1.5896433591842651 (1.6430296897888184) | > loss_1: 26.584651947021484 (28.119975090026855)  --> STEP: 3 | > loss_disc: 2.2198104858398438 (2.2753330866495767) | > loss_disc_real_0: 0.16058041155338287 (0.16527282198270163) | > loss_disc_real_1: 0.1805342733860016 (0.19598855574925741) | > loss_disc_real_2: 0.17580483853816986 (0.1945480207602183) | > loss_disc_real_3: 0.23014207184314728 (0.24236230552196503) | > loss_disc_real_4: 0.20305794477462769 (0.19891314208507538) | > loss_disc_real_5: 0.18754686415195465 (0.2111242264509201) | > loss_0: 2.2198104858398438 (2.2753330866495767) | > loss_gen: 2.706617593765259 (2.715878963470459) | > loss_kl: 1.9853607416152954 (2.0621779362360635) | > loss_feat: 8.313735008239746 (7.830770651499431) | > loss_mel: 15.024286270141602 (14.385802268981934) | > loss_duration: 1.6657898426055908 (1.6506164073944092) | > loss_1: 29.695791244506836 (28.645247141520183)  --> STEP: 4 | > loss_disc: 2.1515939235687256 (2.244398295879364) | > loss_disc_real_0: 0.12870438396930695 (0.15613071247935295) | > loss_disc_real_1: 0.18543098866939545 (0.19334916397929192) | > loss_disc_real_2: 0.1967833787202835 (0.1951068602502346) | > loss_disc_real_3: 0.25083327293395996 (0.24448004737496376) | > loss_disc_real_4: 0.19759444892406464 (0.1985834687948227) | > loss_disc_real_5: 0.23450583219528198 (0.21696962788701057) | > loss_0: 2.1515939235687256 (2.244398295879364) | > loss_gen: 2.9057223796844482 (2.7633398175239563) | > loss_kl: 1.853663444519043 (2.0100493133068085) | > loss_feat: 8.646206855773926 (8.034629702568054) | > loss_mel: 15.696277618408203 (14.713421106338501) | > loss_duration: 1.7666763067245483 (1.679631382226944) | > loss_1: 30.868545532226562 (29.201071739196777)  --> STEP: 5 | > loss_disc: 2.4683685302734375 (2.2891923427581786) | > loss_disc_real_0: 0.1748970001935959 (0.15988397002220153) | > loss_disc_real_1: 0.20111452043056488 (0.1949022352695465) | > loss_disc_real_2: 0.21272911131381989 (0.19863131046295165) | > loss_disc_real_3: 0.2057182490825653 (0.23672768771648406) | > loss_disc_real_4: 0.18938161432743073 (0.1967430979013443) | > loss_disc_real_5: 0.15992295742034912 (0.2055602937936783) | > loss_0: 2.4683685302734375 (2.2891923427581786) | > loss_gen: 2.08485746383667 (2.627643346786499) | > loss_kl: 2.115854263305664 (2.0312103033065796) | > loss_feat: 4.565113067626953 (7.340726375579834) | > loss_mel: 8.044737815856934 (13.379684448242188) | > loss_duration: 1.4988837242126465 (1.6434818506240845) | > loss_1: 18.309446334838867 (27.022746658325197) --> EVAL PERFORMANCE | > avg_loader_time: 0.1553347110748291 (+0.0012688159942627064) | > avg_loss_disc: 2.2891923427581786 (-0.033887624740600586) | > avg_loss_disc_real_0: 0.15988397002220153 (+0.05391099527478217) | > avg_loss_disc_real_1: 0.1949022352695465 (+0.010756051540374761) | > avg_loss_disc_real_2: 0.19863131046295165 (-0.03571236431598665) | > avg_loss_disc_real_3: 0.23672768771648406 (+0.04069016873836517) | > avg_loss_disc_real_4: 0.1967430979013443 (-0.050637385249137856) | > avg_loss_disc_real_5: 0.2055602937936783 (-0.031722235679626454) | > avg_loss_0: 2.2891923427581786 (-0.033887624740600586) | > avg_loss_gen: 2.627643346786499 (+0.12849159240722674) | > avg_loss_kl: 2.0312103033065796 (+0.08849527835845938) | > avg_loss_feat: 7.340726375579834 (-0.7753434181213379) | > avg_loss_mel: 13.379684448242188 (-1.2546340942382805) | > avg_loss_duration: 1.6434818506240845 (+0.0001345396041869673) | > avg_loss_1: 27.022746658325197 (-1.8128562927246072)  > EPOCH: 119/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 21:04:56)   --> TIME: 2025-02-20 21:05:27 -- STEP: 31/924 -- GLOBAL_STEP: 155850 | > loss_disc: 2.2054500579833984 (2.234890276385893) | > loss_disc_real_0: 0.1304667592048645 (0.133754869262057) | > loss_disc_real_1: 0.18429331481456757 (0.18822212324988458) | > loss_disc_real_2: 0.20918990671634674 (0.20424530679179775) | > loss_disc_real_3: 0.195284903049469 (0.2070589998076039) | > loss_disc_real_4: 0.17726299166679382 (0.20641784946764669) | > loss_disc_real_5: 0.20776695013046265 (0.19588809244094357) | > loss_0: 2.2054500579833984 (2.234890276385893) | > grad_norm_0: tensor(60.5754, device='cuda:0') (tensor(65.3978, device='cuda:0')) | > loss_gen: 3.0308501720428467 (2.8126081266710834) | > loss_kl: 2.0569674968719482 (2.083421760989774) | > loss_feat: 9.270964622497559 (8.42764971333165) | > loss_mel: 15.95411205291748 (14.92717779836347) | > loss_duration: 1.6434035301208496 (1.6001222479727961) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.956296920776367 (29.85097958964686) | > grad_norm_1: tensor(1288.5750, device='cuda:0') (tensor(966.9688, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.8708 (0.9090225081289968) | > loader_time: 0.0099 (0.01091891719448951)  --> TIME: 2025-02-20 21:06:13 -- STEP: 81/924 -- GLOBAL_STEP: 155900 | > loss_disc: 2.1502177715301514 (2.2186638896847954) | > loss_disc_real_0: 0.07813805341720581 (0.12377026451774584) | > loss_disc_real_1: 0.19253066182136536 (0.19017717003086468) | > loss_disc_real_2: 0.18860644102096558 (0.20239745871520337) | > loss_disc_real_3: 0.23472386598587036 (0.20776056029178477) | > loss_disc_real_4: 0.2348329722881317 (0.20705221317432546) | > loss_disc_real_5: 0.2163599133491516 (0.20025212161334943) | > loss_0: 2.1502177715301514 (2.2186638896847954) | > grad_norm_0: tensor(27.0287, device='cuda:0') (tensor(60.4819, device='cuda:0')) | > loss_gen: 2.933894634246826 (2.8327212745760693) | > loss_kl: 2.0762994289398193 (2.1028405089437223) | > loss_feat: 8.660531044006348 (8.558173014793867) | > loss_mel: 15.46719741821289 (15.060549076692558) | > loss_duration: 1.5820218324661255 (1.6027750615720395) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.719945907592773 (30.15705888065291) | > grad_norm_1: tensor(823.3793, device='cuda:0') (tensor(987.7940, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.9302 (0.9084322334807596) | > loader_time: 0.0146 (0.011084971604523835)  --> TIME: 2025-02-20 21:06:59 -- STEP: 131/924 -- GLOBAL_STEP: 155950 | > loss_disc: 2.357912540435791 (2.22723128595425) | > loss_disc_real_0: 0.10562944412231445 (0.1256885331778126) | > loss_disc_real_1: 0.19014869630336761 (0.19127732265086575) | > loss_disc_real_2: 0.2044713944196701 (0.20223061114777136) | > loss_disc_real_3: 0.23995572328567505 (0.20694217256462302) | > loss_disc_real_4: 0.23430225253105164 (0.207102217064559) | > loss_disc_real_5: 0.22414596378803253 (0.2006959340727056) | > loss_0: 2.357912540435791 (2.22723128595425) | > grad_norm_0: tensor(50.3887, device='cuda:0') (tensor(62.9794, device='cuda:0')) | > loss_gen: 2.5306315422058105 (2.821366018921364) | > loss_kl: 2.1127657890319824 (2.1271361294593523) | > loss_feat: 7.240238189697266 (8.554380100192004) | > loss_mel: 13.207595825195312 (15.073611223060666) | > loss_duration: 1.620139718055725 (1.6018216200457274) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.71137237548828 (30.17831499521969) | > grad_norm_1: tensor(470.5933, device='cuda:0') (tensor(936.3407, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.9369 (0.9047422463657292) | > loader_time: 0.012 (0.011133030170702751)  --> TIME: 2025-02-20 21:07:45 -- STEP: 181/924 -- GLOBAL_STEP: 156000 | > loss_disc: 2.106621026992798 (2.2291128365374413) | > loss_disc_real_0: 0.10699786245822906 (0.12764537431176193) | > loss_disc_real_1: 0.19945883750915527 (0.1912595573709814) | > loss_disc_real_2: 0.22683309018611908 (0.20308622594367073) | > loss_disc_real_3: 0.20864000916481018 (0.20721937436095916) | > loss_disc_real_4: 0.22360444068908691 (0.20649015467140547) | > loss_disc_real_5: 0.20110899209976196 (0.2012530440948286) | > loss_0: 2.106621026992798 (2.2291128365374413) | > grad_norm_0: tensor(37.9439, device='cuda:0') (tensor(61.9910, device='cuda:0')) | > loss_gen: 2.9083049297332764 (2.8223556049620897) | > loss_kl: 1.95993173122406 (2.121324301424606) | > loss_feat: 8.462580680847168 (8.567284151994064) | > loss_mel: 15.474549293518066 (15.160386464872413) | > loss_duration: 1.6252660751342773 (1.6003753625226949) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.43062973022461 (30.271725744173672) | > grad_norm_1: tensor(1017.1166, device='cuda:0') (tensor(947.7255, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.9011 (0.9061670263827835) | > loader_time: 0.0108 (0.011185905551383511) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_156000.pth  --> TIME: 2025-02-20 21:08:34 -- STEP: 231/924 -- GLOBAL_STEP: 156050 | > loss_disc: 2.327742338180542 (2.2260356326123865) | > loss_disc_real_0: 0.09808128327131271 (0.12506525520057904) | > loss_disc_real_1: 0.16522789001464844 (0.1905190540856613) | > loss_disc_real_2: 0.20469054579734802 (0.2023914618925615) | > loss_disc_real_3: 0.2069346308708191 (0.2065517883667182) | > loss_disc_real_4: 0.1519429087638855 (0.20623145636283985) | > loss_disc_real_5: 0.18533127009868622 (0.20134073676485004) | > loss_0: 2.327742338180542 (2.2260356326123865) | > grad_norm_0: tensor(86.5509, device='cuda:0') (tensor(61.4743, device='cuda:0')) | > loss_gen: 2.6965408325195312 (2.8142671533477244) | > loss_kl: 2.087134599685669 (2.12064626877442) | > loss_feat: 8.043477058410645 (8.534276588654627) | > loss_mel: 15.25503921508789 (15.115706567640428) | > loss_duration: 1.588932752609253 (1.6015574524412945) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.671123504638672 (30.18645391422949) | > grad_norm_1: tensor(528.5457, device='cuda:0') (tensor(948.0796, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.8808 (0.9071996717741995) | > loader_time: 0.0107 (0.011242741630190897)  --> TIME: 2025-02-20 21:09:21 -- STEP: 281/924 -- GLOBAL_STEP: 156100 | > loss_disc: 2.1470773220062256 (2.228035192472655) | > loss_disc_real_0: 0.16291838884353638 (0.1258968404524054) | > loss_disc_real_1: 0.17635691165924072 (0.19060832007499773) | > loss_disc_real_2: 0.20438584685325623 (0.20280541235653954) | > loss_disc_real_3: 0.1731753945350647 (0.20628873786468097) | > loss_disc_real_4: 0.15992364287376404 (0.2062622221763447) | > loss_disc_real_5: 0.18876177072525024 (0.2017592944178293) | > loss_0: 2.1470773220062256 (2.228035192472655) | > grad_norm_0: tensor(103.2497, device='cuda:0') (tensor(60.5858, device='cuda:0')) | > loss_gen: 2.911677837371826 (2.8036158856972246) | > loss_kl: 1.9925951957702637 (2.120805644904166) | > loss_feat: 8.334994316101074 (8.507098459264144) | > loss_mel: 15.254063606262207 (15.074717806751618) | > loss_duration: 1.5676584243774414 (1.6021053888619587) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.060989379882812 (30.108343110814214) | > grad_norm_1: tensor(1331.2917, device='cuda:0') (tensor(962.7122, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.9187 (0.9091676986938694) | > loader_time: 0.0102 (0.011213879568296819)  --> TIME: 2025-02-20 21:10:08 -- STEP: 331/924 -- GLOBAL_STEP: 156150 | > loss_disc: 2.2158892154693604 (2.2277809143786693) | > loss_disc_real_0: 0.10930926352739334 (0.12731844105749313) | > loss_disc_real_1: 0.19112993776798248 (0.19017781249706117) | > loss_disc_real_2: 0.2091161608695984 (0.2024560009784929) | > loss_disc_real_3: 0.23401795327663422 (0.20653796691188647) | > loss_disc_real_4: 0.21304622292518616 (0.2061173636747631) | > loss_disc_real_5: 0.1855030208826065 (0.20102678982152683) | > loss_0: 2.2158892154693604 (2.2277809143786693) | > grad_norm_0: tensor(52.1594, device='cuda:0') (tensor(60.6379, device='cuda:0')) | > loss_gen: 2.7167794704437256 (2.8059850185659347) | > loss_kl: 2.1407339572906494 (2.1226435499969187) | > loss_feat: 7.7282562255859375 (8.508387179533162) | > loss_mel: 13.991108894348145 (15.061811475955468) | > loss_duration: 1.6214334964752197 (1.6019744383244356) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.198312759399414 (30.100801611955074) | > grad_norm_1: tensor(1204.2211, device='cuda:0') (tensor(951.2974, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.9167 (0.9105098499632314) | > loader_time: 0.0112 (0.011270961012364872)  --> TIME: 2025-02-20 21:10:54 -- STEP: 381/924 -- GLOBAL_STEP: 156200 | > loss_disc: 2.2791004180908203 (2.227771221809186) | > loss_disc_real_0: 0.16507218778133392 (0.12724039625386227) | > loss_disc_real_1: 0.20590609312057495 (0.18994613136519284) | > loss_disc_real_2: 0.19798342883586884 (0.20266871928699373) | > loss_disc_real_3: 0.17578288912773132 (0.20621980406011503) | > loss_disc_real_4: 0.19416826963424683 (0.2065222937603948) | > loss_disc_real_5: 0.19825351238250732 (0.20116619378562992) | > loss_0: 2.2791004180908203 (2.227771221809186) | > grad_norm_0: tensor(101.2056, device='cuda:0') (tensor(60.5447, device='cuda:0')) | > loss_gen: 2.8163697719573975 (2.80517475561207) | > loss_kl: 2.2277491092681885 (2.125592450144408) | > loss_feat: 9.161904335021973 (8.509061306480357) | > loss_mel: 15.975310325622559 (15.075157027857824) | > loss_duration: 1.574444055557251 (1.6017612356526332) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.75577735900879 (30.116746702219245) | > grad_norm_1: tensor(1298.0066, device='cuda:0') (tensor(965.2104, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.8965 (0.9109026634787011) | > loader_time: 0.0104 (0.0112147587803718)  --> TIME: 2025-02-20 21:11:41 -- STEP: 431/924 -- GLOBAL_STEP: 156250 | > loss_disc: 2.211561441421509 (2.229586004657701) | > loss_disc_real_0: 0.1524476259946823 (0.12775363093739028) | > loss_disc_real_1: 0.18613165616989136 (0.1901896791640678) | > loss_disc_real_2: 0.21144481003284454 (0.20293874609912907) | > loss_disc_real_3: 0.18787458539009094 (0.20625549385414882) | > loss_disc_real_4: 0.20100072026252747 (0.20664287934170522) | > loss_disc_real_5: 0.22815734148025513 (0.201017530189866) | > loss_0: 2.211561441421509 (2.229586004657701) | > grad_norm_0: tensor(39.8859, device='cuda:0') (tensor(60.2693, device='cuda:0')) | > loss_gen: 2.8109655380249023 (2.802923408295881) | > loss_kl: 1.9619039297103882 (2.1233052999956676) | > loss_feat: 7.856016159057617 (8.496550405108469) | > loss_mel: 14.805281639099121 (15.093478625445798) | > loss_duration: 1.5677579641342163 (1.6018835674029215) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.001924514770508 (30.118141236272045) | > grad_norm_1: tensor(1007.7856, device='cuda:0') (tensor(958.5671, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.9175 (0.9114027847546713) | > loader_time: 0.0113 (0.01124058079553591)  --> TIME: 2025-02-20 21:12:27 -- STEP: 481/924 -- GLOBAL_STEP: 156300 | > loss_disc: 2.341651678085327 (2.2315670521987947) | > loss_disc_real_0: 0.1324123740196228 (0.1290229694712558) | > loss_disc_real_1: 0.1992907077074051 (0.19011687953605969) | > loss_disc_real_2: 0.2210286557674408 (0.20288494052733305) | > loss_disc_real_3: 0.21743519604206085 (0.20598348975181585) | > loss_disc_real_4: 0.19733624160289764 (0.2069118837990533) | > loss_disc_real_5: 0.24898283183574677 (0.20112382018020894) | > loss_0: 2.341651678085327 (2.2315670521987947) | > grad_norm_0: tensor(39.4121, device='cuda:0') (tensor(59.9460, device='cuda:0')) | > loss_gen: 2.582641363143921 (2.798613439726482) | > loss_kl: 1.9522703886032104 (2.119311086353292) | > loss_feat: 8.213335037231445 (8.487966576138072) | > loss_mel: 15.88411808013916 (15.088537283598013) | > loss_duration: 1.5901529788970947 (1.6017416004331593) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.222518920898438 (30.096169929742317) | > grad_norm_1: tensor(237.4179, device='cuda:0') (tensor(953.9075, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.9115 (0.9115613711351168) | > loader_time: 0.0109 (0.01122438238465117)  --> TIME: 2025-02-20 21:13:13 -- STEP: 531/924 -- GLOBAL_STEP: 156350 | > loss_disc: 2.379654884338379 (2.2316150261183916) | > loss_disc_real_0: 0.23769599199295044 (0.12927771965129448) | > loss_disc_real_1: 0.18249695003032684 (0.1900632755511674) | > loss_disc_real_2: 0.20038308203220367 (0.20288068906398815) | > loss_disc_real_3: 0.24436189234256744 (0.20579926518060399) | > loss_disc_real_4: 0.19813963770866394 (0.20676902264861738) | > loss_disc_real_5: 0.24520231783390045 (0.20147901736971577) | > loss_0: 2.379654884338379 (2.2316150261183916) | > grad_norm_0: tensor(128.5070, device='cuda:0') (tensor(59.8237, device='cuda:0')) | > loss_gen: 2.901564598083496 (2.7943642256174606) | > loss_kl: 2.147540330886841 (2.119469778012418) | > loss_feat: 8.829889297485352 (8.485101407979627) | > loss_mel: 15.155572891235352 (15.106018211881993) | > loss_duration: 1.635512113571167 (1.6019015902628782) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.670080184936523 (30.106855158976465) | > grad_norm_1: tensor(990.0112, device='cuda:0') (tensor(933.6202, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.8978 (0.910977745235752) | > loader_time: 0.0112 (0.011229094812425518)  --> TIME: 2025-02-20 21:14:00 -- STEP: 581/924 -- GLOBAL_STEP: 156400 | > loss_disc: 2.4836068153381348 (2.231439253959721) | > loss_disc_real_0: 0.2200910449028015 (0.12870636477220077) | > loss_disc_real_1: 0.25401201844215393 (0.19009763692311712) | > loss_disc_real_2: 0.2305861860513687 (0.20299455726105659) | > loss_disc_real_3: 0.2230437844991684 (0.20553682003292087) | > loss_disc_real_4: 0.22472180426120758 (0.20687287340578647) | > loss_disc_real_5: 0.1927756369113922 (0.20150616949683828) | > loss_0: 2.4836068153381348 (2.231439253959721) | > grad_norm_0: tensor(125.8276, device='cuda:0') (tensor(59.3301, device='cuda:0')) | > loss_gen: 2.57878041267395 (2.7970966562346624) | > loss_kl: 2.059885025024414 (2.11871810542121) | > loss_feat: 7.238729953765869 (8.488625439432125) | > loss_mel: 15.91479206085205 (15.10116464874215) | > loss_duration: 1.5886722803115845 (1.601904062108616) | > amp_scaler: 128.0 (128.22030981067127) | > loss_1: 29.380859375 (30.107508861259422) | > grad_norm_1: tensor(619.9526, device='cuda:0') (tensor(928.7792, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.842 (0.9120728821844732) | > loader_time: 0.0093 (0.011259609573679418)  --> TIME: 2025-02-20 21:14:46 -- STEP: 631/924 -- GLOBAL_STEP: 156450 | > loss_disc: 2.203535318374634 (2.2308027328666533) | > loss_disc_real_0: 0.11844360083341599 (0.12815429971637513) | > loss_disc_real_1: 0.1749367117881775 (0.19016807817997175) | > loss_disc_real_2: 0.2068185955286026 (0.20281905327848312) | > loss_disc_real_3: 0.2333788275718689 (0.20573767620580133) | > loss_disc_real_4: 0.2056087851524353 (0.20701218225215393) | > loss_disc_real_5: 0.22762230038642883 (0.2017557380836097) | > loss_0: 2.203535318374634 (2.2308027328666533) | > grad_norm_0: tensor(42.4373, device='cuda:0') (tensor(59.1852, device='cuda:0')) | > loss_gen: 2.8866868019104004 (2.7971355291629547) | > loss_kl: 2.0350723266601562 (2.119180189637483) | > loss_feat: 8.243205070495605 (8.496039488047328) | > loss_mel: 14.775479316711426 (15.110767281376617) | > loss_duration: 1.6099340915679932 (1.6015135299195962) | > amp_scaler: 128.0 (128.20285261489704) | > loss_1: 29.550376892089844 (30.12463596543495) | > grad_norm_1: tensor(1210.1306, device='cuda:0') (tensor(934.4935, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.8908 (0.9121041150554045) | > loader_time: 0.0114 (0.01127886318744835)  --> TIME: 2025-02-20 21:15:33 -- STEP: 681/924 -- GLOBAL_STEP: 156500 | > loss_disc: 2.164634943008423 (2.2299879994161325) | > loss_disc_real_0: 0.11698804050683975 (0.1279151255699768) | > loss_disc_real_1: 0.17347922921180725 (0.1898724954033739) | > loss_disc_real_2: 0.19869911670684814 (0.20261549439811838) | > loss_disc_real_3: 0.1885690987110138 (0.20582307732927993) | > loss_disc_real_4: 0.18625061213970184 (0.20713949925573913) | > loss_disc_real_5: 0.17370794713497162 (0.20173993286582342) | > loss_0: 2.164634943008423 (2.2299879994161325) | > grad_norm_0: tensor(49.3546, device='cuda:0') (tensor(59.3133, device='cuda:0')) | > loss_gen: 2.74027156829834 (2.7978938441619636) | > loss_kl: 2.1800551414489746 (2.1183103554049203) | > loss_feat: 8.209085464477539 (8.495157511398844) | > loss_mel: 14.795470237731934 (15.1078483998863) | > loss_duration: 1.5470502376556396 (1.6011969260707308) | > amp_scaler: 128.0 (128.18795888399416) | > loss_1: 29.471935272216797 (30.120406984057546) | > grad_norm_1: tensor(983.7782, device='cuda:0') (tensor(936.5099, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.9094 (0.9118020765581843) | > loader_time: 0.0115 (0.01129467301781832)  --> TIME: 2025-02-20 21:16:19 -- STEP: 731/924 -- GLOBAL_STEP: 156550 | > loss_disc: 2.392667055130005 (2.2295722830964158) | > loss_disc_real_0: 0.24152639508247375 (0.1280350990328432) | > loss_disc_real_1: 0.19913609325885773 (0.1897713282488277) | > loss_disc_real_2: 0.20651452243328094 (0.2027721978041117) | > loss_disc_real_3: 0.25845301151275635 (0.2060170052968037) | > loss_disc_real_4: 0.20220878720283508 (0.20713887639883932) | > loss_disc_real_5: 0.24743813276290894 (0.20152008366323854) | > loss_0: 2.392667055130005 (2.2295722830964158) | > grad_norm_0: tensor(83.7011, device='cuda:0') (tensor(59.5166, device='cuda:0')) | > loss_gen: 3.0685946941375732 (2.8022301024190366) | > loss_kl: 2.3479416370391846 (2.1210424458116197) | > loss_feat: 9.488844871520996 (8.508137918855864) | > loss_mel: 15.720885276794434 (15.122634646341348) | > loss_duration: 1.6043342351913452 (1.601284582376807) | > amp_scaler: 128.0 (128.1751025991792) | > loss_1: 32.23059844970703 (30.15532966123234) | > grad_norm_1: tensor(874.4730, device='cuda:0') (tensor(939.0178, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.9288 (0.9119921643822039) | > loader_time: 0.012 (0.011335759091148943)  --> TIME: 2025-02-20 21:17:06 -- STEP: 781/924 -- GLOBAL_STEP: 156600 | > loss_disc: 2.3976004123687744 (2.2315291686796783) | > loss_disc_real_0: 0.18151195347309113 (0.12834328313795756) | > loss_disc_real_1: 0.22073255479335785 (0.18992980971226472) | > loss_disc_real_2: 0.19926388561725616 (0.202770754675859) | > loss_disc_real_3: 0.21390049159526825 (0.2059929885075126) | > loss_disc_real_4: 0.17075110971927643 (0.207204657140523) | > loss_disc_real_5: 0.17560549080371857 (0.20158169057015116) | > loss_0: 2.3976004123687744 (2.2315291686796783) | > grad_norm_0: tensor(97.3027, device='cuda:0') (tensor(59.5518, device='cuda:0')) | > loss_gen: 2.6707119941711426 (2.7974703916361623) | > loss_kl: 2.171762466430664 (2.1187446993535946) | > loss_feat: 8.4723482131958 (8.488839463296243) | > loss_mel: 15.595012664794922 (15.104336611592663) | > loss_duration: 1.576183795928955 (1.6018909075501335) | > amp_scaler: 128.0 (128.16389244558252) | > loss_1: 30.486019134521484 (30.111282043359342) | > grad_norm_1: tensor(277.1037, device='cuda:0') (tensor(940.1005, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.8815 (0.911979383146259) | > loader_time: 0.0103 (0.011352521967185742)  --> TIME: 2025-02-20 21:17:51 -- STEP: 831/924 -- GLOBAL_STEP: 156650 | > loss_disc: 2.20402193069458 (2.230047845381403) | > loss_disc_real_0: 0.11042740941047668 (0.12835681212956135) | > loss_disc_real_1: 0.2127455621957779 (0.18982906720268175) | > loss_disc_real_2: 0.22451210021972656 (0.20255380583799265) | > loss_disc_real_3: 0.21673795580863953 (0.20593215564599823) | > loss_disc_real_4: 0.24338416755199432 (0.207250233806858) | > loss_disc_real_5: 0.24653586745262146 (0.20143459507776368) | > loss_0: 2.20402193069458 (2.230047845381403) | > grad_norm_0: tensor(31.7553, device='cuda:0') (tensor(59.2727, device='cuda:0')) | > loss_gen: 2.838308334350586 (2.797166237331899) | > loss_kl: 2.2150650024414062 (2.1154550668278027) | > loss_feat: 8.88468074798584 (8.490407642474699) | > loss_mel: 16.461267471313477 (15.1135645130768) | > loss_duration: 1.6034069061279297 (1.6014010323801058) | > amp_scaler: 128.0 (128.15403128760522) | > loss_1: 32.00272750854492 (30.117994455367363) | > grad_norm_1: tensor(623.0037, device='cuda:0') (tensor(932.3170, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.9037 (0.9112294230937382) | > loader_time: 0.012 (0.011354712372652453)  --> TIME: 2025-02-20 21:18:38 -- STEP: 881/924 -- GLOBAL_STEP: 156700 | > loss_disc: 2.2523036003112793 (2.230901603666254) | > loss_disc_real_0: 0.202767014503479 (0.12860910971643688) | > loss_disc_real_1: 0.20063996315002441 (0.1898795249242924) | > loss_disc_real_2: 0.19822941720485687 (0.20254260355714496) | > loss_disc_real_3: 0.19818860292434692 (0.20606774709078565) | > loss_disc_real_4: 0.17474868893623352 (0.20724102736331276) | > loss_disc_real_5: 0.2061985582113266 (0.20142231572093813) | > loss_0: 2.2523036003112793 (2.230901603666254) | > grad_norm_0: tensor(105.7368, device='cuda:0') (tensor(59.4361, device='cuda:0')) | > loss_gen: 2.9385921955108643 (2.796371605555937) | > loss_kl: 1.9984685182571411 (2.1189890313770925) | > loss_feat: 8.812108039855957 (8.486126399608548) | > loss_mel: 15.041946411132812 (15.108181352647831) | > loss_duration: 1.6077380180358887 (1.601748073682883) | > amp_scaler: 128.0 (128.14528944381374) | > loss_1: 30.398855209350586 (30.111416419437337) | > grad_norm_1: tensor(1148.6046, device='cuda:0') (tensor(933.8607, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.9042 (0.9110715435257563) | > loader_time: 0.0148 (0.01137237895225152)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.334010124206543 (2.334010124206543) | > loss_disc_real_0: 0.09102075546979904 (0.09102075546979904) | > loss_disc_real_1: 0.19199557602405548 (0.19199557602405548) | > loss_disc_real_2: 0.17556942999362946 (0.17556942999362946) | > loss_disc_real_3: 0.18205416202545166 (0.18205416202545166) | > loss_disc_real_4: 0.2154996693134308 (0.2154996693134308) | > loss_disc_real_5: 0.20825667679309845 (0.20825667679309845) | > loss_0: 2.334010124206543 (2.334010124206543) | > loss_gen: 2.238495349884033 (2.238495349884033) | > loss_kl: 1.9214622974395752 (1.9214622974395752) | > loss_feat: 7.545548915863037 (7.545548915863037) | > loss_mel: 13.391273498535156 (13.391273498535156) | > loss_duration: 1.6780223846435547 (1.6780223846435547) | > loss_1: 26.77480125427246 (26.77480125427246)  --> STEP: 1 | > loss_disc: 2.22021746635437 (2.22021746635437) | > loss_disc_real_0: 0.0652116984128952 (0.0652116984128952) | > loss_disc_real_1: 0.18566875159740448 (0.18566875159740448) | > loss_disc_real_2: 0.1604936271905899 (0.1604936271905899) | > loss_disc_real_3: 0.1681278645992279 (0.1681278645992279) | > loss_disc_real_4: 0.22287745773792267 (0.22287745773792267) | > loss_disc_real_5: 0.24199731647968292 (0.24199731647968292) | > loss_0: 2.22021746635437 (2.22021746635437) | > loss_gen: 2.4176478385925293 (2.4176478385925293) | > loss_kl: 2.075998067855835 (2.075998067855835) | > loss_feat: 8.3318452835083 (8.3318452835083) | > loss_mel: 15.88802719116211 (15.88802719116211) | > loss_duration: 1.6856672763824463 (1.6856672763824463) | > loss_1: 30.399187088012695 (30.399187088012695)  --> STEP: 2 | > loss_disc: 2.4072089195251465 (2.3137131929397583) | > loss_disc_real_0: 0.10254950821399689 (0.08388060331344604) | > loss_disc_real_1: 0.1943722814321518 (0.19002051651477814) | > loss_disc_real_2: 0.17792806029319763 (0.16921084374189377) | > loss_disc_real_3: 0.199614018201828 (0.18387094140052795) | > loss_disc_real_4: 0.23900587856769562 (0.23094166815280914) | > loss_disc_real_5: 0.2313058078289032 (0.23665156215429306) | > loss_0: 2.4072089195251465 (2.3137131929397583) | > loss_gen: 2.1996259689331055 (2.3086369037628174) | > loss_kl: 1.9566057920455933 (2.016301929950714) | > loss_feat: 6.903952598571777 (7.617898941040039) | > loss_mel: 13.818255424499512 (14.85314130783081) | > loss_duration: 1.5918118953704834 (1.6387395858764648) | > loss_1: 26.470252990722656 (28.434720039367676)  --> STEP: 3 | > loss_disc: 2.402446746826172 (2.3432910442352295) | > loss_disc_real_0: 0.09262872487306595 (0.08679664383331935) | > loss_disc_real_1: 0.1912129819393158 (0.19041800498962402) | > loss_disc_real_2: 0.1600329875946045 (0.16615155835946402) | > loss_disc_real_3: 0.19318559765815735 (0.18697582681973776) | > loss_disc_real_4: 0.24459899961948395 (0.2354941119750341) | > loss_disc_real_5: 0.23742760717868805 (0.2369102438290914) | > loss_0: 2.402446746826172 (2.3432910442352295) | > loss_gen: 2.2356958389282227 (2.284323215484619) | > loss_kl: 1.9533864259719849 (1.9953300952911377) | > loss_feat: 7.4308366775512695 (7.555544853210449) | > loss_mel: 13.95798110961914 (14.554754575093588) | > loss_duration: 1.6625547409057617 (1.6466779708862305) | > loss_1: 27.240455627441406 (28.036631902058918)  --> STEP: 4 | > loss_disc: 2.3371944427490234 (2.341766893863678) | > loss_disc_real_0: 0.08305332809686661 (0.08586081489920616) | > loss_disc_real_1: 0.1971656233072281 (0.19210490956902504) | > loss_disc_real_2: 0.16163381934165955 (0.1650221236050129) | > loss_disc_real_3: 0.20730984210968018 (0.19205933064222336) | > loss_disc_real_4: 0.23363766074180603 (0.23502999916672707) | > loss_disc_real_5: 0.21089482307434082 (0.23040638864040375) | > loss_0: 2.3371944427490234 (2.341766893863678) | > loss_gen: 2.2664058208465576 (2.2798438668251038) | > loss_kl: 2.111672878265381 (2.0244157910346985) | > loss_feat: 8.004857063293457 (7.667872905731201) | > loss_mel: 14.28870677947998 (14.488242626190186) | > loss_duration: 1.7763800621032715 (1.6791034936904907) | > loss_1: 28.448020935058594 (28.139479160308838)  --> STEP: 5 | > loss_disc: 2.1780879497528076 (2.309031105041504) | > loss_disc_real_0: 0.04934009537100792 (0.07855667099356652) | > loss_disc_real_1: 0.16978676617145538 (0.1876412808895111) | > loss_disc_real_2: 0.12029960751533508 (0.15607762038707734) | > loss_disc_real_3: 0.2003788948059082 (0.19372324347496034) | > loss_disc_real_4: 0.19511453807353973 (0.2270469069480896) | > loss_disc_real_5: 0.2386309653520584 (0.23205130398273469) | > loss_0: 2.1780879497528076 (2.309031105041504) | > loss_gen: 2.4937939643859863 (2.32263388633728) | > loss_kl: 2.5460095405578613 (2.1287345409393312) | > loss_feat: 9.301591873168945 (7.99461669921875) | > loss_mel: 15.49375057220459 (14.689344215393067) | > loss_duration: 1.5325603485107422 (1.649794864654541) | > loss_1: 31.367704391479492 (28.785124206542967) --> EVAL PERFORMANCE | > avg_loader_time: 0.15781064033508302 (+0.0024759292602539174) | > avg_loss_disc: 2.309031105041504 (+0.019838762283325373) | > avg_loss_disc_real_0: 0.07855667099356652 (-0.08132729902863502) | > avg_loss_disc_real_1: 0.1876412808895111 (-0.007260954380035406) | > avg_loss_disc_real_2: 0.15607762038707734 (-0.04255369007587431) | > avg_loss_disc_real_3: 0.19372324347496034 (-0.04300444424152372) | > avg_loss_disc_real_4: 0.2270469069480896 (+0.03030380904674529) | > avg_loss_disc_real_5: 0.23205130398273469 (+0.02649101018905639) | > avg_loss_0: 2.309031105041504 (+0.019838762283325373) | > avg_loss_gen: 2.32263388633728 (-0.30500946044921884) | > avg_loss_kl: 2.1287345409393312 (+0.09752423763275164) | > avg_loss_feat: 7.99461669921875 (+0.6538903236389162) | > avg_loss_mel: 14.689344215393067 (+1.3096597671508796) | > avg_loss_duration: 1.649794864654541 (+0.006313014030456587) | > avg_loss_1: 28.785124206542967 (+1.7623775482177706)  > EPOCH: 120/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 21:19:26)   --> TIME: 2025-02-20 21:19:34 -- STEP: 7/924 -- GLOBAL_STEP: 156750 | > loss_disc: 2.427518129348755 (2.270217180252075) | > loss_disc_real_0: 0.1296694576740265 (0.11872604436108045) | > loss_disc_real_1: 0.18576641380786896 (0.19200344809464046) | > loss_disc_real_2: 0.18106107413768768 (0.202677207333701) | > loss_disc_real_3: 0.17430824041366577 (0.20221580139228276) | > loss_disc_real_4: 0.20588375627994537 (0.20040262171200343) | > loss_disc_real_5: 0.21578434109687805 (0.19286466709205083) | > loss_0: 2.427518129348755 (2.270217180252075) | > grad_norm_0: tensor(63.3005, device='cuda:0') (tensor(62.3679, device='cuda:0')) | > loss_gen: 2.5299532413482666 (2.807666301727295) | > loss_kl: 2.1119143962860107 (2.1562388794762746) | > loss_feat: 7.446531295776367 (8.517847742353167) | > loss_mel: 14.481515884399414 (15.282317978995186) | > loss_duration: 1.5781537294387817 (1.5864554473331995) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.148069381713867 (30.350526537214005) | > grad_norm_1: tensor(239.6223, device='cuda:0') (tensor(995.7213, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.9223 (0.9090078898838588) | > loader_time: 0.0121 (0.010910306658063616)  --> TIME: 2025-02-20 21:20:20 -- STEP: 57/924 -- GLOBAL_STEP: 156800 | > loss_disc: 2.223443031311035 (2.2213160824357416) | > loss_disc_real_0: 0.0818922221660614 (0.12150923914292402) | > loss_disc_real_1: 0.16625019907951355 (0.1890112640042054) | > loss_disc_real_2: 0.20066189765930176 (0.20503988391474673) | > loss_disc_real_3: 0.2369704395532608 (0.2044800739539297) | > loss_disc_real_4: 0.20946308970451355 (0.20576569516407817) | > loss_disc_real_5: 0.21612334251403809 (0.2017271714775186) | > loss_0: 2.223443031311035 (2.2213160824357416) | > grad_norm_0: tensor(27.2105, device='cuda:0') (tensor(59.0805, device='cuda:0')) | > loss_gen: 2.773728847503662 (2.7940239237065905) | > loss_kl: 2.0245261192321777 (2.102696579799318) | > loss_feat: 8.863201141357422 (8.451135459699127) | > loss_mel: 15.33352279663086 (14.980958436664782) | > loss_duration: 1.5736020803451538 (1.6039985982995284) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.56858253479004 (29.932813075550815) | > grad_norm_1: tensor(1105.6348, device='cuda:0') (tensor(993.8782, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.9179 (0.9075539028435423) | > loader_time: 0.0116 (0.011114839921917832)  --> TIME: 2025-02-20 21:21:06 -- STEP: 107/924 -- GLOBAL_STEP: 156850 | > loss_disc: 2.222682476043701 (2.2164016349293365) | > loss_disc_real_0: 0.11506752669811249 (0.11965837569855084) | > loss_disc_real_1: 0.1780930757522583 (0.18779509911470324) | > loss_disc_real_2: 0.17209601402282715 (0.20309949756782747) | > loss_disc_real_3: 0.1885797530412674 (0.2045789014234721) | > loss_disc_real_4: 0.19800373911857605 (0.2073681020291052) | > loss_disc_real_5: 0.15162533521652222 (0.20204375071503292) | > loss_0: 2.222682476043701 (2.2164016349293365) | > grad_norm_0: tensor(67.0675, device='cuda:0') (tensor(63.9007, device='cuda:0')) | > loss_gen: 2.663339376449585 (2.810116404684905) | > loss_kl: 2.0032272338867188 (2.114125456765434) | > loss_feat: 8.675886154174805 (8.534874305546838) | > loss_mel: 16.096656799316406 (15.122074608490847) | > loss_duration: 1.5546032190322876 (1.6016426688042757) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.99371337890625 (30.18283357352854) | > grad_norm_1: tensor(578.0695, device='cuda:0') (tensor(1002.2947, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.9029 (0.9065006871089757) | > loader_time: 0.0109 (0.011135936897491738)  --> TIME: 2025-02-20 21:21:52 -- STEP: 157/924 -- GLOBAL_STEP: 156900 | > loss_disc: 2.3249716758728027 (2.22948345485007) | > loss_disc_real_0: 0.10753701627254486 (0.12622553278591225) | > loss_disc_real_1: 0.1846003532409668 (0.18863051769080436) | > loss_disc_real_2: 0.16999173164367676 (0.2029204059178662) | > loss_disc_real_3: 0.18983682990074158 (0.20537179139009712) | > loss_disc_real_4: 0.18823601305484772 (0.20749996953709104) | > loss_disc_real_5: 0.21449996531009674 (0.2018724675201306) | > loss_0: 2.3249716758728027 (2.22948345485007) | > grad_norm_0: tensor(52.0442, device='cuda:0') (tensor(64.3172, device='cuda:0')) | > loss_gen: 2.7297770977020264 (2.8052141590482877) | > loss_kl: 2.3176305294036865 (2.126487815456026) | > loss_feat: 8.329428672790527 (8.484264501340826) | > loss_mel: 16.246807098388672 (15.063555851104153) | > loss_duration: 1.607944369316101 (1.6016001633018444) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.23158836364746 (30.081122635276447) | > grad_norm_1: tensor(410.8151, device='cuda:0') (tensor(949.6027, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.9118 (0.9045727313703792) | > loader_time: 0.011 (0.011128726278900334)  --> TIME: 2025-02-20 21:22:39 -- STEP: 207/924 -- GLOBAL_STEP: 156950 | > loss_disc: 1.994156837463379 (2.2287294847377828) | > loss_disc_real_0: 0.0517192967236042 (0.12642718095710315) | > loss_disc_real_1: 0.1705755740404129 (0.18903774375788823) | > loss_disc_real_2: 0.1718159168958664 (0.20273260246728353) | > loss_disc_real_3: 0.1743692010641098 (0.20563790425298298) | > loss_disc_real_4: 0.19096049666404724 (0.20751438876568978) | > loss_disc_real_5: 0.19027890264987946 (0.20337772023850587) | > loss_0: 1.994156837463379 (2.2287294847377828) | > grad_norm_0: tensor(60.9215, device='cuda:0') (tensor(62.7060, device='cuda:0')) | > loss_gen: 3.132972002029419 (2.804854458656864) | > loss_kl: 2.025568723678589 (2.1319701792537287) | > loss_feat: 9.325810432434082 (8.488032783287158) | > loss_mel: 16.819334030151367 (15.106432251308275) | > loss_duration: 1.64639151096344 (1.6000955997457826) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.950077056884766 (30.131385434652866) | > grad_norm_1: tensor(1337.0658, device='cuda:0') (tensor(961.2629, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.9 (0.9054385728882131) | > loader_time: 0.0107 (0.011181041238388567)  --> TIME: 2025-02-20 21:23:25 -- STEP: 257/924 -- GLOBAL_STEP: 157000 | > loss_disc: 2.249584674835205 (2.231828639015612) | > loss_disc_real_0: 0.1358315497636795 (0.1279045001455086) | > loss_disc_real_1: 0.2029666155576706 (0.18901402790258826) | > loss_disc_real_2: 0.16677691042423248 (0.20300454875374582) | > loss_disc_real_3: 0.18161767721176147 (0.20578777517558075) | > loss_disc_real_4: 0.23166963458061218 (0.20766210718377554) | > loss_disc_real_5: 0.1880185753107071 (0.20270453376064962) | > loss_0: 2.249584674835205 (2.231828639015612) | > grad_norm_0: tensor(71.3185, device='cuda:0') (tensor(61.2772, device='cuda:0')) | > loss_gen: 2.6709706783294678 (2.7984577449843115) | > loss_kl: 2.216639518737793 (2.122537973326003) | > loss_feat: 8.751546859741211 (8.477951285440167) | > loss_mel: 15.801116943359375 (15.095772995559159) | > loss_duration: 1.6316146850585938 (1.6018182224800614) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.071887969970703 (30.096538365583008) | > grad_norm_1: tensor(987.3800, device='cuda:0') (tensor(949.4065, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.9483 (0.9071734369033042) | > loader_time: 0.0117 (0.0111425498116341) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_157000.pth  --> TIME: 2025-02-20 21:24:14 -- STEP: 307/924 -- GLOBAL_STEP: 157050 | > loss_disc: 2.4120724201202393 (2.232171795267235) | > loss_disc_real_0: 0.12779012322425842 (0.12817660201013284) | > loss_disc_real_1: 0.16956518590450287 (0.18947807750406798) | > loss_disc_real_2: 0.2192295342683792 (0.2033232871309553) | > loss_disc_real_3: 0.20351319015026093 (0.20562924944616695) | > loss_disc_real_4: 0.2354389727115631 (0.20732025108042282) | > loss_disc_real_5: 0.26452311873435974 (0.20221884480710903) | > loss_0: 2.4120724201202393 (2.232171795267235) | > grad_norm_0: tensor(58.0305, device='cuda:0') (tensor(62.0981, device='cuda:0')) | > loss_gen: 2.4905755519866943 (2.8052784371453696) | > loss_kl: 2.024627923965454 (2.121832274458695) | > loss_feat: 7.006106853485107 (8.487127111478424) | > loss_mel: 14.11084270477295 (15.102760373963596) | > loss_duration: 1.6157196760177612 (1.6020808118950665) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.247873306274414 (30.119079105240516) | > grad_norm_1: tensor(648.6600, device='cuda:0') (tensor(945.0637, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.8845 (0.9076463259780834) | > loader_time: 0.0131 (0.01114465359367842)  --> TIME: 2025-02-20 21:25:00 -- STEP: 357/924 -- GLOBAL_STEP: 157100 | > loss_disc: 2.2827439308166504 (2.229920373577364) | > loss_disc_real_0: 0.21161293983459473 (0.12885530606037424) | > loss_disc_real_1: 0.1940293312072754 (0.1892403145046795) | > loss_disc_real_2: 0.18175800144672394 (0.20303416081002437) | > loss_disc_real_3: 0.20939421653747559 (0.2052253977674731) | > loss_disc_real_4: 0.21684952080249786 (0.2071095912479886) | > loss_disc_real_5: 0.2570817470550537 (0.20194605339308072) | > loss_0: 2.2827439308166504 (2.229920373577364) | > grad_norm_0: tensor(82.6205, device='cuda:0') (tensor(62.1862, device='cuda:0')) | > loss_gen: 2.904819965362549 (2.803730372955151) | > loss_kl: 2.06402850151062 (2.120853790048122) | > loss_feat: 7.847508430480957 (8.478369285412523) | > loss_mel: 14.294991493225098 (15.075904442816555) | > loss_duration: 1.6090137958526611 (1.602590081404571) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.720361709594727 (30.08144802873542) | > grad_norm_1: tensor(820.0342, device='cuda:0') (tensor(956.5626, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.8946 (0.9090541310670996) | > loader_time: 0.0113 (0.011170946917280088)  --> TIME: 2025-02-20 21:25:47 -- STEP: 407/924 -- GLOBAL_STEP: 157150 | > loss_disc: 2.391303777694702 (2.2275290785023274) | > loss_disc_real_0: 0.20910102128982544 (0.1277323002750808) | > loss_disc_real_1: 0.19173282384872437 (0.1894083123022567) | > loss_disc_real_2: 0.1966530680656433 (0.20277592847329678) | > loss_disc_real_3: 0.26008355617523193 (0.20545501754383497) | > loss_disc_real_4: 0.23146989941596985 (0.20695219948631532) | > loss_disc_real_5: 0.22232173383235931 (0.2016573385392711) | > loss_0: 2.391303777694702 (2.2275290785023274) | > grad_norm_0: tensor(90.6769, device='cuda:0') (tensor(61.7958, device='cuda:0')) | > loss_gen: 2.786165475845337 (2.807174349299813) | > loss_kl: 2.124688148498535 (2.124686406051202) | > loss_feat: 8.280265808105469 (8.497142517595963) | > loss_mel: 16.107025146484375 (15.078748913889141) | > loss_duration: 1.599636435508728 (1.6026065976379544) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.89777946472168 (30.11035881698571) | > grad_norm_1: tensor(126.5910, device='cuda:0') (tensor(960.2358, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.9405 (0.9091303465700267) | > loader_time: 0.0136 (0.011185599193526128)  --> TIME: 2025-02-20 21:26:33 -- STEP: 457/924 -- GLOBAL_STEP: 157200 | > loss_disc: 2.1182987689971924 (2.2266538051859817) | > loss_disc_real_0: 0.07955162972211838 (0.12787082572865005) | > loss_disc_real_1: 0.18475350737571716 (0.189704040338487) | > loss_disc_real_2: 0.19066472351551056 (0.20247558532058535) | > loss_disc_real_3: 0.189846932888031 (0.20558355566057132) | > loss_disc_real_4: 0.18122605979442596 (0.20680471967816086) | > loss_disc_real_5: 0.20909620821475983 (0.2017531186277026) | > loss_0: 2.1182987689971924 (2.2266538051859817) | > grad_norm_0: tensor(25.3165, device='cuda:0') (tensor(62.0068, device='cuda:0')) | > loss_gen: 2.802412509918213 (2.810223134393504) | > loss_kl: 2.2749521732330322 (2.1251157381341526) | > loss_feat: 9.071937561035156 (8.50367340008591) | > loss_mel: 14.622275352478027 (15.090100058841497) | > loss_duration: 1.6189321279525757 (1.6023163114647896) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.39051055908203 (30.131428670570156) | > grad_norm_1: tensor(876.3331, device='cuda:0') (tensor(964.7032, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.9119 (0.9090304421648155) | > loader_time: 0.011 (0.011200422791996456)  --> TIME: 2025-02-20 21:27:19 -- STEP: 507/924 -- GLOBAL_STEP: 157250 | > loss_disc: 2.206653594970703 (2.229315267512079) | > loss_disc_real_0: 0.08028297871351242 (0.12743112106882842) | > loss_disc_real_1: 0.2127476930618286 (0.19025612703324304) | > loss_disc_real_2: 0.22175057232379913 (0.20316607915085444) | > loss_disc_real_3: 0.20347394049167633 (0.20566960966445996) | > loss_disc_real_4: 0.17748340964317322 (0.2069367841914795) | > loss_disc_real_5: 0.1787112057209015 (0.2016524450607318) | > loss_0: 2.206653594970703 (2.229315267512079) | > grad_norm_0: tensor(47.3973, device='cuda:0') (tensor(61.2559, device='cuda:0')) | > loss_gen: 2.7643771171569824 (2.8061443306285248) | > loss_kl: 1.9251880645751953 (2.1232028162691) | > loss_feat: 8.50075626373291 (8.493486903828273) | > loss_mel: 15.540799140930176 (15.09825009566087) | > loss_duration: 1.6247005462646484 (1.6023167019059672) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.35582160949707 (30.123400878153845) | > grad_norm_1: tensor(1116.9731, device='cuda:0') (tensor(958.9215, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.9351 (0.9096575944851606) | > loader_time: 0.0114 (0.01119063544790655)  --> TIME: 2025-02-20 21:28:05 -- STEP: 557/924 -- GLOBAL_STEP: 157300 | > loss_disc: 2.193232297897339 (2.2285739213388744) | > loss_disc_real_0: 0.1307854950428009 (0.12740061203389022) | > loss_disc_real_1: 0.18425655364990234 (0.19038685123625093) | > loss_disc_real_2: 0.20037880539894104 (0.20327255263576807) | > loss_disc_real_3: 0.1854255348443985 (0.20551242731524977) | > loss_disc_real_4: 0.20818306505680084 (0.20690603318826511) | > loss_disc_real_5: 0.19677938520908356 (0.2013837076603189) | > loss_0: 2.193232297897339 (2.2285739213388744) | > grad_norm_0: tensor(32.1159, device='cuda:0') (tensor(61.5083, device='cuda:0')) | > loss_gen: 2.6165401935577393 (2.8066296594575237) | > loss_kl: 2.16637921333313 (2.1209273625105016) | > loss_feat: 7.448352813720703 (8.49225475201701) | > loss_mel: 14.1923828125 (15.087770688041536) | > loss_duration: 1.617368221282959 (1.6022920212583007) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.04102325439453 (30.109874557549894) | > grad_norm_1: tensor(790.8680, device='cuda:0') (tensor(956.5566, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.9218 (0.9092041204818917) | > loader_time: 0.0112 (0.01116302796711399)  --> TIME: 2025-02-20 21:28:51 -- STEP: 607/924 -- GLOBAL_STEP: 157350 | > loss_disc: 2.2674553394317627 (2.2290524743141424) | > loss_disc_real_0: 0.07264216244220734 (0.1272483695378217) | > loss_disc_real_1: 0.18773925304412842 (0.19036257185987035) | > loss_disc_real_2: 0.21114949882030487 (0.20308138120802846) | > loss_disc_real_3: 0.2106836587190628 (0.2056250862863155) | > loss_disc_real_4: 0.2028297483921051 (0.20686843863625498) | > loss_disc_real_5: 0.17827697098255157 (0.20169370914801724) | > loss_0: 2.2674553394317627 (2.2290524743141424) | > grad_norm_0: tensor(39.8232, device='cuda:0') (tensor(61.2099, device='cuda:0')) | > loss_gen: 2.7477777004241943 (2.8052492624845313) | > loss_kl: 2.386777877807617 (2.1255380698837194) | > loss_feat: 8.239203453063965 (8.490169134721338) | > loss_mel: 15.085254669189453 (15.075893582779257) | > loss_duration: 1.5889935493469238 (1.6021192967400715) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.048006057739258 (30.098969401401966) | > grad_norm_1: tensor(985.2504, device='cuda:0') (tensor(955.5958, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.9314 (0.908902506851875) | > loader_time: 0.0121 (0.01116685773041927)  --> TIME: 2025-02-20 21:29:38 -- STEP: 657/924 -- GLOBAL_STEP: 157400 | > loss_disc: 2.4163053035736084 (2.230462007689514) | > loss_disc_real_0: 0.1591467559337616 (0.1281758613963831) | > loss_disc_real_1: 0.21877020597457886 (0.19052212892874182) | > loss_disc_real_2: 0.23395971953868866 (0.20307794680515548) | > loss_disc_real_3: 0.2430008053779602 (0.20557106856704666) | > loss_disc_real_4: 0.22803464531898499 (0.20681873390300815) | > loss_disc_real_5: 0.24421221017837524 (0.20176296269512603) | > loss_0: 2.4163053035736084 (2.230462007689514) | > grad_norm_0: tensor(33.2917, device='cuda:0') (tensor(61.1153, device='cuda:0')) | > loss_gen: 2.4878339767456055 (2.8048302960359512) | > loss_kl: 2.2297632694244385 (2.128105886813528) | > loss_feat: 6.913165092468262 (8.497344484430835) | > loss_mel: 12.491533279418945 (15.077873915116355) | > loss_duration: 1.570789098739624 (1.6017909679601547) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.693084716796875 (30.109945570134308) | > grad_norm_1: tensor(676.3250, device='cuda:0') (tensor(947.0516, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.8842 (0.9088260151298442) | > loader_time: 0.0102 (0.01117671207387334)  --> TIME: 2025-02-20 21:30:24 -- STEP: 707/924 -- GLOBAL_STEP: 157450 | > loss_disc: 2.205612897872925 (2.2307643170404) | > loss_disc_real_0: 0.13130007684230804 (0.12852879575173112) | > loss_disc_real_1: 0.23551517724990845 (0.19045831086021836) | > loss_disc_real_2: 0.19035033881664276 (0.20319022421621016) | > loss_disc_real_3: 0.2010742574930191 (0.20554944714781587) | > loss_disc_real_4: 0.17826731503009796 (0.20666239396939015) | > loss_disc_real_5: 0.27361050248146057 (0.201955451402165) | > loss_0: 2.205612897872925 (2.2307643170404) | > grad_norm_0: tensor(61.1413, device='cuda:0') (tensor(60.8487, device='cuda:0')) | > loss_gen: 2.874105215072632 (2.8024699313637225) | > loss_kl: 2.0861616134643555 (2.1273234446955835) | > loss_feat: 8.834325790405273 (8.492593071922721) | > loss_mel: 14.620081901550293 (15.073200363418168) | > loss_duration: 1.6103551387786865 (1.602065664875457) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.0250301361084 (30.09765250814348) | > grad_norm_1: tensor(868.9266, device='cuda:0') (tensor(947.8594, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.94 (0.9090156841817637) | > loader_time: 0.0111 (0.011179227302907373)  --> TIME: 2025-02-20 21:31:11 -- STEP: 757/924 -- GLOBAL_STEP: 157500 | > loss_disc: 2.164202928543091 (2.229008759501118) | > loss_disc_real_0: 0.16866382956504822 (0.12774009065631192) | > loss_disc_real_1: 0.18187788128852844 (0.19033106053284954) | > loss_disc_real_2: 0.18201741576194763 (0.20326452303672865) | > loss_disc_real_3: 0.1862846314907074 (0.20535811707082166) | > loss_disc_real_4: 0.19776175916194916 (0.2065629423294546) | > loss_disc_real_5: 0.20912803709506989 (0.20179150813558136) | > loss_0: 2.164202928543091 (2.229008759501118) | > grad_norm_0: tensor(107.4930, device='cuda:0') (tensor(60.4370, device='cuda:0')) | > loss_gen: 3.044881582260132 (2.80367434638967) | > loss_kl: 1.9707881212234497 (2.1255206458634675) | > loss_feat: 9.403733253479004 (8.49886057902831) | > loss_mel: 16.32555389404297 (15.084426436430554) | > loss_duration: 1.6095349788665771 (1.6020980137972414) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.3544921875 (30.11458001835972) | > grad_norm_1: tensor(882.4839, device='cuda:0') (tensor(946.8768, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.9503 (0.9097358594639928) | > loader_time: 0.012 (0.011199292607477502)  --> TIME: 2025-02-20 21:31:57 -- STEP: 807/924 -- GLOBAL_STEP: 157550 | > loss_disc: 2.2008819580078125 (2.2294314003640703) | > loss_disc_real_0: 0.1299912929534912 (0.12802418716519579) | > loss_disc_real_1: 0.2202710062265396 (0.19036659528183963) | > loss_disc_real_2: 0.19249266386032104 (0.20340829938096175) | > loss_disc_real_3: 0.20310743153095245 (0.20529826858820674) | > loss_disc_real_4: 0.19817189872264862 (0.20653650382489816) | > loss_disc_real_5: 0.18084901571273804 (0.201859817592037) | > loss_0: 2.2008819580078125 (2.2294314003640703) | > grad_norm_0: tensor(78.4631, device='cuda:0') (tensor(60.4843, device='cuda:0')) | > loss_gen: 2.670130491256714 (2.803173431528841) | > loss_kl: 2.172849416732788 (2.1252085611574967) | > loss_feat: 7.4667558670043945 (8.49554589305816) | > loss_mel: 13.443207740783691 (15.078213808704929) | > loss_duration: 1.563563346862793 (1.6023241036295746) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.316505432128906 (30.104465815509847) | > grad_norm_1: tensor(919.5372, device='cuda:0') (tensor(949.3651, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.9166 (0.9099694267376943) | > loader_time: 0.011 (0.011205214993218058)  --> TIME: 2025-02-20 21:32:43 -- STEP: 857/924 -- GLOBAL_STEP: 157600 | > loss_disc: 2.3933496475219727 (2.229564908922347) | > loss_disc_real_0: 0.20566442608833313 (0.12789585935593065) | > loss_disc_real_1: 0.21846361458301544 (0.19042497196929176) | > loss_disc_real_2: 0.23628507554531097 (0.2033826799556838) | > loss_disc_real_3: 0.20316466689109802 (0.2053604018695157) | > loss_disc_real_4: 0.20089606940746307 (0.20651051916764526) | > loss_disc_real_5: 0.22437497973442078 (0.20195406494507845) | > loss_0: 2.3933496475219727 (2.229564908922347) | > grad_norm_0: tensor(74.8534, device='cuda:0') (tensor(60.7979, device='cuda:0')) | > loss_gen: 2.7085983753204346 (2.802409405747261) | > loss_kl: 2.2001097202301025 (2.1270976157004764) | > loss_feat: 7.561367034912109 (8.495642411110694) | > loss_mel: 13.4630708694458 (15.081451866701855) | > loss_duration: 1.5909173488616943 (1.6021512750983937) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.524065017700195 (30.108752596753888) | > grad_norm_1: tensor(938.6070, device='cuda:0') (tensor(951.6517, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.9419 (0.9096041577004218) | > loader_time: 0.0113 (0.011209425041528115)  --> TIME: 2025-02-20 21:33:29 -- STEP: 907/924 -- GLOBAL_STEP: 157650 | > loss_disc: 2.334380626678467 (2.231328978296679) | > loss_disc_real_0: 0.13938356935977936 (0.12855001673710256) | > loss_disc_real_1: 0.19737806916236877 (0.19031370231571637) | > loss_disc_real_2: 0.2148652821779251 (0.2034813087790908) | > loss_disc_real_3: 0.21113795042037964 (0.20549240987645226) | > loss_disc_real_4: 0.26582542061805725 (0.20669463099429206) | > loss_disc_real_5: 0.25763991475105286 (0.20192432477495237) | > loss_0: 2.334380626678467 (2.231328978296679) | > grad_norm_0: tensor(44.9856, device='cuda:0') (tensor(60.5789, device='cuda:0')) | > loss_gen: 2.650073289871216 (2.8003970688206885) | > loss_kl: 2.2555229663848877 (2.1279309747500297) | > loss_feat: 7.398286819458008 (8.495010943239285) | > loss_mel: 14.709750175476074 (15.098361390691082) | > loss_duration: 1.6264970302581787 (1.6020777778825268) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.6401309967041 (30.123778165503918) | > grad_norm_1: tensor(955.1530, device='cuda:0') (tensor(945.2738, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.8932 (0.9089716053850201) | > loader_time: 0.0116 (0.011223834825324375)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3376479148864746 (2.3376479148864746) | > loss_disc_real_0: 0.1480199247598648 (0.1480199247598648) | > loss_disc_real_1: 0.1726432889699936 (0.1726432889699936) | > loss_disc_real_2: 0.2018079161643982 (0.2018079161643982) | > loss_disc_real_3: 0.20007115602493286 (0.20007115602493286) | > loss_disc_real_4: 0.19042877852916718 (0.19042877852916718) | > loss_disc_real_5: 0.20704513788223267 (0.20704513788223267) | > loss_0: 2.3376479148864746 (2.3376479148864746) | > loss_gen: 2.351428270339966 (2.351428270339966) | > loss_kl: 2.072265148162842 (2.072265148162842) | > loss_feat: 8.339547157287598 (8.339547157287598) | > loss_mel: 14.537351608276367 (14.537351608276367) | > loss_duration: 1.6830629110336304 (1.6830629110336304) | > loss_1: 28.98365592956543 (28.98365592956543)  --> STEP: 1 | > loss_disc: 2.500032663345337 (2.500032663345337) | > loss_disc_real_0: 0.1773955523967743 (0.1773955523967743) | > loss_disc_real_1: 0.20615719258785248 (0.20615719258785248) | > loss_disc_real_2: 0.22502833604812622 (0.22502833604812622) | > loss_disc_real_3: 0.19427935779094696 (0.19427935779094696) | > loss_disc_real_4: 0.21083788573741913 (0.21083788573741913) | > loss_disc_real_5: 0.2117721140384674 (0.2117721140384674) | > loss_0: 2.500032663345337 (2.500032663345337) | > loss_gen: 2.1730082035064697 (2.1730082035064697) | > loss_kl: 1.9917277097702026 (1.9917277097702026) | > loss_feat: 6.299623966217041 (6.299623966217041) | > loss_mel: 13.166275024414062 (13.166275024414062) | > loss_duration: 1.679678201675415 (1.679678201675415) | > loss_1: 25.310312271118164 (25.310312271118164)  --> STEP: 2 | > loss_disc: 2.493065357208252 (2.4965490102767944) | > loss_disc_real_0: 0.17537496984004974 (0.17638526111841202) | > loss_disc_real_1: 0.17953160405158997 (0.19284439831972122) | > loss_disc_real_2: 0.20528626441955566 (0.21515730023384094) | > loss_disc_real_3: 0.20405320823192596 (0.19916628301143646) | > loss_disc_real_4: 0.2081199437379837 (0.20947891473770142) | > loss_disc_real_5: 0.22031068801879883 (0.21604140102863312) | > loss_0: 2.493065357208252 (2.4965490102767944) | > loss_gen: 2.1353654861450195 (2.1541868448257446) | > loss_kl: 2.1582136154174805 (2.0749706625938416) | > loss_feat: 6.7210516929626465 (6.510337829589844) | > loss_mel: 12.751083374023438 (12.95867919921875) | > loss_duration: 1.5859278440475464 (1.6328030228614807) | > loss_1: 25.351640701293945 (25.330976486206055)  --> STEP: 3 | > loss_disc: 2.42207407951355 (2.471724033355713) | > loss_disc_real_0: 0.17661991715431213 (0.17646347979704538) | > loss_disc_real_1: 0.18192169070243835 (0.18920349578062692) | > loss_disc_real_2: 0.19556283950805664 (0.20862581332524618) | > loss_disc_real_3: 0.21881256997585297 (0.20571504533290863) | > loss_disc_real_4: 0.20562665164470673 (0.20819482704003653) | > loss_disc_real_5: 0.22716476023197174 (0.219749187429746) | > loss_0: 2.42207407951355 (2.471724033355713) | > loss_gen: 2.3234572410583496 (2.210610310236613) | > loss_kl: 2.0816586017608643 (2.0771999756495156) | > loss_feat: 7.491231918334961 (6.837302525838216) | > loss_mel: 14.920463562011719 (13.61260732014974) | > loss_duration: 1.659416913986206 (1.641674319903056) | > loss_1: 28.476228713989258 (26.37939389546712)  --> STEP: 4 | > loss_disc: 2.5035552978515625 (2.4796818494796753) | > loss_disc_real_0: 0.1624300181865692 (0.17295511439442635) | > loss_disc_real_1: 0.18803422152996063 (0.18891117721796036) | > loss_disc_real_2: 0.2072550505399704 (0.20828312262892723) | > loss_disc_real_3: 0.2212664932012558 (0.20960290729999542) | > loss_disc_real_4: 0.20552772283554077 (0.20752805098891258) | > loss_disc_real_5: 0.21866144239902496 (0.21947725117206573) | > loss_0: 2.5035552978515625 (2.4796818494796753) | > loss_gen: 2.0818355083465576 (2.178416609764099) | > loss_kl: 2.0776314735412598 (2.077307850122452) | > loss_feat: 5.908013343811035 (6.604980230331421) | > loss_mel: 11.434423446655273 (13.068061351776123) | > loss_duration: 1.7613993883132935 (1.6716055870056152) | > loss_1: 23.263303756713867 (25.60037136077881)  --> STEP: 5 | > loss_disc: 2.156107187271118 (2.414966917037964) | > loss_disc_real_0: 0.15709328651428223 (0.16978274881839753) | > loss_disc_real_1: 0.1713918298482895 (0.1854073077440262) | > loss_disc_real_2: 0.15797653794288635 (0.19822180569171904) | > loss_disc_real_3: 0.22917748987674713 (0.21351782381534576) | > loss_disc_real_4: 0.23515412211418152 (0.21305326521396636) | > loss_disc_real_5: 0.20198577642440796 (0.21597895622253419) | > loss_0: 2.156107187271118 (2.414966917037964) | > loss_gen: 2.497556447982788 (2.242244577407837) | > loss_kl: 2.0595035552978516 (2.073746991157532) | > loss_feat: 7.934546947479248 (6.870893573760986) | > loss_mel: 14.947056770324707 (13.44386043548584) | > loss_duration: 1.5246655941009521 (1.6422175884246826) | > loss_1: 28.96333122253418 (26.272963333129884) --> EVAL PERFORMANCE | > avg_loader_time: 0.15444979667663575 (-0.003360843658447271) | > avg_loss_disc: 2.414966917037964 (+0.10593581199645996) | > avg_loss_disc_real_0: 0.16978274881839753 (+0.09122607782483101) | > avg_loss_disc_real_1: 0.1854073077440262 (-0.002233973145484902) | > avg_loss_disc_real_2: 0.19822180569171904 (+0.0421441853046417) | > avg_loss_disc_real_3: 0.21351782381534576 (+0.01979458034038542) | > avg_loss_disc_real_4: 0.21305326521396636 (-0.013993641734123236) | > avg_loss_disc_real_5: 0.21597895622253419 (-0.0160723477602005) | > avg_loss_0: 2.414966917037964 (+0.10593581199645996) | > avg_loss_gen: 2.242244577407837 (-0.08038930892944318) | > avg_loss_kl: 2.073746991157532 (-0.054987549781799316) | > avg_loss_feat: 6.870893573760986 (-1.1237231254577642) | > avg_loss_mel: 13.44386043548584 (-1.245483779907227) | > avg_loss_duration: 1.6422175884246826 (-0.007577276229858487) | > avg_loss_1: 26.272963333129884 (-2.512160873413084)  > EPOCH: 121/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 21:33:53)   --> TIME: 2025-02-20 21:34:26 -- STEP: 33/924 -- GLOBAL_STEP: 157700 | > loss_disc: 2.311547040939331 (2.2355884891567808) | > loss_disc_real_0: 0.06061793863773346 (0.13315827105984543) | > loss_disc_real_1: 0.17079952359199524 (0.18653091968912067) | > loss_disc_real_2: 0.2101605087518692 (0.19861427401051376) | > loss_disc_real_3: 0.2376995086669922 (0.20780953990690637) | > loss_disc_real_4: 0.19490395486354828 (0.20883778821338306) | > loss_disc_real_5: 0.17899289727210999 (0.20182357096310818) | > loss_0: 2.311547040939331 (2.2355884891567808) | > grad_norm_0: tensor(47.9834, device='cuda:0') (tensor(62.5435, device='cuda:0')) | > loss_gen: 2.819227933883667 (2.8106058077378706) | > loss_kl: 2.0391957759857178 (2.116103526317712) | > loss_feat: 8.23421859741211 (8.596187793847287) | > loss_mel: 14.741923332214355 (15.345356045347271) | > loss_duration: 1.6002038717269897 (1.6012063243172385) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.434770584106445 (30.46945959148985) | > grad_norm_1: tensor(1194.5330, device='cuda:0') (tensor(1023.6580, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.9059 (0.9112480770457875) | > loader_time: 0.0124 (0.011234688036369555)  --> TIME: 2025-02-20 21:35:11 -- STEP: 83/924 -- GLOBAL_STEP: 157750 | > loss_disc: 2.262115240097046 (2.237830163484596) | > loss_disc_real_0: 0.11326907575130463 (0.13108173928346975) | > loss_disc_real_1: 0.20876404643058777 (0.1890680806105395) | > loss_disc_real_2: 0.16017943620681763 (0.19965578759291086) | > loss_disc_real_3: 0.18509827554225922 (0.20619086957121469) | > loss_disc_real_4: 0.22961358726024628 (0.2068840994174222) | > loss_disc_real_5: 0.15950678288936615 (0.20556663587150803) | > loss_0: 2.262115240097046 (2.237830163484596) | > grad_norm_0: tensor(28.0117, device='cuda:0') (tensor(56.0378, device='cuda:0')) | > loss_gen: 2.659463405609131 (2.772211011633814) | > loss_kl: 2.277121067047119 (2.1229952013636204) | > loss_feat: 8.552027702331543 (8.507013177297203) | > loss_mel: 15.393213272094727 (15.24339548363743) | > loss_duration: 1.5979676246643066 (1.602012115788747) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.479793548583984 (30.247626982539533) | > grad_norm_1: tensor(450.7279, device='cuda:0') (tensor(911.8636, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.8872 (0.9060522935476648) | > loader_time: 0.014 (0.011280594101871353)  --> TIME: 2025-02-20 21:35:58 -- STEP: 133/924 -- GLOBAL_STEP: 157800 | > loss_disc: 2.235154867172241 (2.246759655780362) | > loss_disc_real_0: 0.16812355816364288 (0.13123930172812664) | > loss_disc_real_1: 0.16289369761943817 (0.18932069714804342) | > loss_disc_real_2: 0.2092936933040619 (0.2016312360091317) | > loss_disc_real_3: 0.19870389997959137 (0.20804196080767123) | > loss_disc_real_4: 0.22301147878170013 (0.20831705125650965) | > loss_disc_real_5: 0.23503273725509644 (0.2062528680141707) | > loss_0: 2.235154867172241 (2.246759655780362) | > grad_norm_0: tensor(44.7856, device='cuda:0') (tensor(57.7864, device='cuda:0')) | > loss_gen: 2.729766368865967 (2.776517348181932) | > loss_kl: 2.1458780765533447 (2.1121841785602995) | > loss_feat: 8.136463165283203 (8.470848972636059) | > loss_mel: 14.756026268005371 (15.16762764292552) | > loss_duration: 1.5918705463409424 (1.6021339346591692) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.36000633239746 (30.12931215673461) | > grad_norm_1: tensor(1165.9532, device='cuda:0') (tensor(936.9473, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.902 (0.9062790816887877) | > loader_time: 0.0102 (0.011246093233725182)  --> TIME: 2025-02-20 21:36:44 -- STEP: 183/924 -- GLOBAL_STEP: 157850 | > loss_disc: 2.206024169921875 (2.237387371193515) | > loss_disc_real_0: 0.09889053553342819 (0.13031833830589792) | > loss_disc_real_1: 0.1550506204366684 (0.1880745309623864) | > loss_disc_real_2: 0.18520160019397736 (0.200576773676716) | > loss_disc_real_3: 0.20420238375663757 (0.20763298014148338) | > loss_disc_real_4: 0.20803944766521454 (0.2075103105254512) | > loss_disc_real_5: 0.19280295073986053 (0.20578947020033017) | > loss_0: 2.206024169921875 (2.237387371193515) | > grad_norm_0: tensor(52.4182, device='cuda:0') (tensor(58.4063, device='cuda:0')) | > loss_gen: 2.8600356578826904 (2.7829676964243912) | > loss_kl: 1.8905991315841675 (2.1092557568367702) | > loss_feat: 8.853554725646973 (8.506780767701361) | > loss_mel: 15.85184097290039 (15.176549885442348) | > loss_duration: 1.6077743768692017 (1.6005363008363651) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.063804626464844 (30.176090469777257) | > grad_norm_1: tensor(592.7794, device='cuda:0') (tensor(958.5200, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.9079 (0.906933974698593) | > loader_time: 0.0126 (0.011216800720965274)  --> TIME: 2025-02-20 21:37:30 -- STEP: 233/924 -- GLOBAL_STEP: 157900 | > loss_disc: 2.0982117652893066 (2.242091992893954) | > loss_disc_real_0: 0.10268305987119675 (0.1314697788444711) | > loss_disc_real_1: 0.1790596842765808 (0.18877260450897299) | > loss_disc_real_2: 0.20081938803195953 (0.2020431118077987) | > loss_disc_real_3: 0.21307764947414398 (0.20777706200728602) | > loss_disc_real_4: 0.1958540678024292 (0.2081648366517775) | > loss_disc_real_5: 0.2190956026315689 (0.20490625954748734) | > loss_0: 2.0982117652893066 (2.242091992893954) | > grad_norm_0: tensor(51.0836, device='cuda:0') (tensor(60.0496, device='cuda:0')) | > loss_gen: 2.995983362197876 (2.7860223919536944) | > loss_kl: 2.1589457988739014 (2.1149929204212246) | > loss_feat: 9.166484832763672 (8.493951549857472) | > loss_mel: 16.213022232055664 (15.16486769582069) | > loss_duration: 1.6223064661026 (1.6018901751276762) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.156742095947266 (30.161724778204004) | > grad_norm_1: tensor(1247.6482, device='cuda:0') (tensor(956.7328, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.8999 (0.9076275989221401) | > loader_time: 0.0099 (0.011284549860483585)  --> TIME: 2025-02-20 21:38:16 -- STEP: 283/924 -- GLOBAL_STEP: 157950 | > loss_disc: 2.2937169075012207 (2.244124596615982) | > loss_disc_real_0: 0.2039690613746643 (0.1319844583872139) | > loss_disc_real_1: 0.19598402082920074 (0.18902374593402807) | > loss_disc_real_2: 0.19176019728183746 (0.2021602701803821) | > loss_disc_real_3: 0.21346741914749146 (0.20723387388374276) | > loss_disc_real_4: 0.19743157923221588 (0.20801469699443437) | > loss_disc_real_5: 0.21108238399028778 (0.20482022291569318) | > loss_0: 2.2937169075012207 (2.244124596615982) | > grad_norm_0: tensor(81.8989, device='cuda:0') (tensor(59.8666, device='cuda:0')) | > loss_gen: 2.7424330711364746 (2.775160657222196) | > loss_kl: 2.1382265090942383 (2.11740677516789) | > loss_feat: 8.142744064331055 (8.45751073924897) | > loss_mel: 14.515303611755371 (15.110242048337687) | > loss_duration: 1.6072888374328613 (1.6028159743063017) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.14599609375 (30.063136259153115) | > grad_norm_1: tensor(1195.9048, device='cuda:0') (tensor(949.5621, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.9049 (0.9077733675077189) | > loader_time: 0.0107 (0.011312165445658006)  --> TIME: 2025-02-20 21:39:03 -- STEP: 333/924 -- GLOBAL_STEP: 158000 | > loss_disc: 2.484257936477661 (2.2399041341231762) | > loss_disc_real_0: 0.167128324508667 (0.1304682839673023) | > loss_disc_real_1: 0.19765795767307281 (0.18891302408935773) | > loss_disc_real_2: 0.21484141051769257 (0.20225395253291714) | > loss_disc_real_3: 0.21266938745975494 (0.20716330771510666) | > loss_disc_real_4: 0.20964652299880981 (0.20793936506763955) | > loss_disc_real_5: 0.1701437383890152 (0.2041439606441749) | > loss_0: 2.484257936477661 (2.2399041341231762) | > grad_norm_0: tensor(98.7162, device='cuda:0') (tensor(59.7902, device='cuda:0')) | > loss_gen: 2.313652992248535 (2.7824851693333814) | > loss_kl: 2.2995731830596924 (2.117050399293413) | > loss_feat: 6.790811061859131 (8.479177251592409) | > loss_mel: 13.251524925231934 (15.113722022231277) | > loss_duration: 1.6092242002487183 (1.6026639304719525) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.264787673950195 (30.095098844877594) | > grad_norm_1: tensor(398.0201, device='cuda:0') (tensor(965.5634, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.8593 (0.9089848329355051) | > loader_time: 0.0084 (0.01131151817940377) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_158000.pth  --> TIME: 2025-02-20 21:39:52 -- STEP: 383/924 -- GLOBAL_STEP: 158050 | > loss_disc: 2.300018072128296 (2.2352985255712015) | > loss_disc_real_0: 0.09805180877447128 (0.12946894399179779) | > loss_disc_real_1: 0.193150594830513 (0.18877560382723482) | > loss_disc_real_2: 0.20795905590057373 (0.20202494430168486) | > loss_disc_real_3: 0.1883796751499176 (0.20697331494668755) | > loss_disc_real_4: 0.22989946603775024 (0.20764371674926105) | > loss_disc_real_5: 0.23935703933238983 (0.2038740327012756) | > loss_0: 2.300018072128296 (2.2352985255712015) | > grad_norm_0: tensor(66.6479, device='cuda:0') (tensor(59.9563, device='cuda:0')) | > loss_gen: 2.6362786293029785 (2.785691922389497) | > loss_kl: 2.239685535430908 (2.120140701610177) | > loss_feat: 7.733354568481445 (8.485885765782845) | > loss_mel: 13.91000747680664 (15.090018553771175) | > loss_duration: 1.6850013732910156 (1.6024463755654912) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.204326629638672 (30.08418340160081) | > grad_norm_1: tensor(964.6898, device='cuda:0') (tensor(962.6994, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.9178 (0.9103993485552835) | > loader_time: 0.011 (0.011305398791639363)  --> TIME: 2025-02-20 21:40:38 -- STEP: 433/924 -- GLOBAL_STEP: 158100 | > loss_disc: 2.2163360118865967 (2.235945849991286) | > loss_disc_real_0: 0.1307670921087265 (0.130885799714379) | > loss_disc_real_1: 0.15933142602443695 (0.18876829894805877) | > loss_disc_real_2: 0.21270866692066193 (0.202115371651242) | > loss_disc_real_3: 0.1856444776058197 (0.20671758585658964) | > loss_disc_real_4: 0.21336884796619415 (0.2078856532967394) | > loss_disc_real_5: 0.20894791185855865 (0.20338034984283573) | > loss_0: 2.2163360118865967 (2.235945849991286) | > grad_norm_0: tensor(51.5729, device='cuda:0') (tensor(60.9048, device='cuda:0')) | > loss_gen: 2.6895334720611572 (2.788916022342568) | > loss_kl: 2.0464718341827393 (2.1191032208140945) | > loss_feat: 8.383829116821289 (8.486494187669999) | > loss_mel: 15.209253311157227 (15.094855808495925) | > loss_duration: 1.6205942630767822 (1.602374091985319) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.94968032836914 (30.091743398758886) | > grad_norm_1: tensor(1052.3879, device='cuda:0') (tensor(958.3137, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.8852 (0.9106336647588716) | > loader_time: 0.0104 (0.011330873806537162)  --> TIME: 2025-02-20 21:41:25 -- STEP: 483/924 -- GLOBAL_STEP: 158150 | > loss_disc: 2.076998233795166 (2.2351985567598365) | > loss_disc_real_0: 0.09008210897445679 (0.13035924604652313) | > loss_disc_real_1: 0.2313692420721054 (0.1886230995936422) | > loss_disc_real_2: 0.22528581321239471 (0.20228833484600292) | > loss_disc_real_3: 0.18678545951843262 (0.20676424756923817) | > loss_disc_real_4: 0.21594607830047607 (0.2075948749454866) | > loss_disc_real_5: 0.21362027525901794 (0.20373782956698908) | > loss_0: 2.076998233795166 (2.2351985567598365) | > grad_norm_0: tensor(53.3944, device='cuda:0') (tensor(59.7377, device='cuda:0')) | > loss_gen: 3.0042974948883057 (2.7861011531782456) | > loss_kl: 2.051264524459839 (2.1153281041060423) | > loss_feat: 8.84104061126709 (8.481390375528276) | > loss_mel: 15.334507942199707 (15.090281476638825) | > loss_duration: 1.5863769054412842 (1.601841731101089) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.817487716674805 (30.074942890901742) | > grad_norm_1: tensor(1047.7894, device='cuda:0') (tensor(954.1741, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.9146 (0.9112306574116582) | > loader_time: 0.0107 (0.0113281828522929)  --> TIME: 2025-02-20 21:42:11 -- STEP: 533/924 -- GLOBAL_STEP: 158200 | > loss_disc: 2.36714243888855 (2.237813362037487) | > loss_disc_real_0: 0.1729704886674881 (0.1307905978448057) | > loss_disc_real_1: 0.17923501133918762 (0.18877275033694932) | > loss_disc_real_2: 0.20689500868320465 (0.20274667318833475) | > loss_disc_real_3: 0.2100934386253357 (0.20689820284355875) | > loss_disc_real_4: 0.2303343117237091 (0.20781816997850144) | > loss_disc_real_5: 0.20333853363990784 (0.20352171467683547) | > loss_0: 2.36714243888855 (2.237813362037487) | > grad_norm_0: tensor(65.9315, device='cuda:0') (tensor(59.8845, device='cuda:0')) | > loss_gen: 2.5973856449127197 (2.7848276590987853) | > loss_kl: 2.021878242492676 (2.1173829097461523) | > loss_feat: 8.639913558959961 (8.478356552839726) | > loss_mel: 15.190823554992676 (15.078177335785659) | > loss_duration: 1.648829698562622 (1.6021712208778278) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.098831176757812 (30.060915716146216) | > grad_norm_1: tensor(662.1363, device='cuda:0') (tensor(940.9714, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.9069 (0.9106923227685925) | > loader_time: 0.0123 (0.011321897578284173)  --> TIME: 2025-02-20 21:42:58 -- STEP: 583/924 -- GLOBAL_STEP: 158250 | > loss_disc: 2.0218088626861572 (2.2360793487081) | > loss_disc_real_0: 0.038582492619752884 (0.13106636507484526) | > loss_disc_real_1: 0.17937758564949036 (0.18874006157367137) | > loss_disc_real_2: 0.21873018145561218 (0.20274223402577035) | > loss_disc_real_3: 0.21937228739261627 (0.20675707499833695) | > loss_disc_real_4: 0.20796793699264526 (0.20769905167317113) | > loss_disc_real_5: 0.16473662853240967 (0.20313032229605085) | > loss_0: 2.0218088626861572 (2.2360793487081) | > grad_norm_0: tensor(27.6057, device='cuda:0') (tensor(59.6501, device='cuda:0')) | > loss_gen: 2.9995627403259277 (2.7856891138884863) | > loss_kl: 2.304746150970459 (2.117641898412034) | > loss_feat: 9.951812744140625 (8.48508742661255) | > loss_mel: 16.280555725097656 (15.075358593647929) | > loss_duration: 1.5920538902282715 (1.6020237199233696) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.12873077392578 (30.06580077967962) | > grad_norm_1: tensor(1055.7739, device='cuda:0') (tensor(940.8272, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.8992 (0.9107993732799186) | > loader_time: 0.0114 (0.011363104727010579)  --> TIME: 2025-02-20 21:43:44 -- STEP: 633/924 -- GLOBAL_STEP: 158300 | > loss_disc: 2.208348512649536 (2.2361555662577017) | > loss_disc_real_0: 0.0775851160287857 (0.13078455792925336) | > loss_disc_real_1: 0.15631040930747986 (0.18882821114236523) | > loss_disc_real_2: 0.20660284161567688 (0.2026885329829574) | > loss_disc_real_3: 0.17046557366847992 (0.2067146628012212) | > loss_disc_real_4: 0.2103932499885559 (0.20755868589896936) | > loss_disc_real_5: 0.2064736783504486 (0.20333532313411642) | > loss_0: 2.208348512649536 (2.2361555662577017) | > grad_norm_0: tensor(69.2116, device='cuda:0') (tensor(59.7128, device='cuda:0')) | > loss_gen: 2.809382200241089 (2.7865197037068583) | > loss_kl: 2.008373737335205 (2.1205692251711663) | > loss_feat: 8.259481430053711 (8.48976741281543) | > loss_mel: 14.133679389953613 (15.087396181778512) | > loss_duration: 1.6033357381820679 (1.601681939233535) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.814252853393555 (30.085934492837378) | > grad_norm_1: tensor(1211.4817, device='cuda:0') (tensor(943.2196, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.9121 (0.9105376440201892) | > loader_time: 0.0105 (0.011368963955702943)  --> TIME: 2025-02-20 21:44:30 -- STEP: 683/924 -- GLOBAL_STEP: 158350 | > loss_disc: 2.173645496368408 (2.2376166414551313) | > loss_disc_real_0: 0.1336350440979004 (0.13089004582227726) | > loss_disc_real_1: 0.17037393152713776 (0.18900275226044272) | > loss_disc_real_2: 0.18685926496982574 (0.20270207605023344) | > loss_disc_real_3: 0.1891924887895584 (0.20699117953396812) | > loss_disc_real_4: 0.20367403328418732 (0.2075909509447625) | > loss_disc_real_5: 0.20443353056907654 (0.203409672852491) | > loss_0: 2.173645496368408 (2.2376166414551313) | > grad_norm_0: tensor(66.7445, device='cuda:0') (tensor(59.3279, device='cuda:0')) | > loss_gen: 2.8549959659576416 (2.7845404790400763) | > loss_kl: 2.044396162033081 (2.1213125685123524) | > loss_feat: 9.113591194152832 (8.487430585076492) | > loss_mel: 15.82988166809082 (15.083303719628086) | > loss_duration: 1.5973179340362549 (1.601324242868325) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.440183639526367 (30.077911617117078) | > grad_norm_1: tensor(836.4058, device='cuda:0') (tensor(934.9992, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.9257 (0.9103062693929604) | > loader_time: 0.0136 (0.01137045710886205)  --> TIME: 2025-02-20 21:45:17 -- STEP: 733/924 -- GLOBAL_STEP: 158400 | > loss_disc: 2.2193052768707275 (2.2371783677747774) | > loss_disc_real_0: 0.0753243938088417 (0.13050543354242228) | > loss_disc_real_1: 0.24545717239379883 (0.18929903926823344) | > loss_disc_real_2: 0.22766175866127014 (0.20280352651585018) | > loss_disc_real_3: 0.2148701250553131 (0.20686532386246995) | > loss_disc_real_4: 0.19382846355438232 (0.20756792188666545) | > loss_disc_real_5: 0.2048962265253067 (0.2030033733070628) | > loss_0: 2.2193052768707275 (2.2371783677747774) | > grad_norm_0: tensor(56.1017, device='cuda:0') (tensor(59.5655, device='cuda:0')) | > loss_gen: 2.8887007236480713 (2.7871019118154203) | > loss_kl: 2.1984331607818604 (2.1260210422018844) | > loss_feat: 8.305398941040039 (8.49595303294767) | > loss_mel: 14.184303283691406 (15.083501464510682) | > loss_duration: 1.6102654933929443 (1.601420385125226) | > amp_scaler: 128.0 (128.17462482946794) | > loss_1: 29.187101364135742 (30.0939978408293) | > grad_norm_1: tensor(972.1871, device='cuda:0') (tensor(936.6419, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.9443 (0.9111543088785462) | > loader_time: 0.0136 (0.01138104455695471)  --> TIME: 2025-02-20 21:46:03 -- STEP: 783/924 -- GLOBAL_STEP: 158450 | > loss_disc: 2.1323835849761963 (2.236937365617181) | > loss_disc_real_0: 0.18777784705162048 (0.13043189709137804) | > loss_disc_real_1: 0.21586066484451294 (0.18928112612982514) | > loss_disc_real_2: 0.21045351028442383 (0.2028482898137275) | > loss_disc_real_3: 0.198984295129776 (0.2066986825540756) | > loss_disc_real_4: 0.18585897982120514 (0.20756316150742032) | > loss_disc_real_5: 0.19949723780155182 (0.2028716427879467) | > loss_0: 2.1323835849761963 (2.236937365617181) | > grad_norm_0: tensor(113.3043, device='cuda:0') (tensor(59.2420, device='cuda:0')) | > loss_gen: 2.9793038368225098 (2.786421052036311) | > loss_kl: 2.477551221847534 (2.1245502713082804) | > loss_feat: 9.005212783813477 (8.491079416311575) | > loss_mel: 15.510261535644531 (15.081939280718224) | > loss_duration: 1.5780766010284424 (1.6017578480953147) | > amp_scaler: 128.0 (128.16347381864617) | > loss_1: 31.55040740966797 (30.085747871057887) | > grad_norm_1: tensor(1202.4907, device='cuda:0') (tensor(935.7550, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.8764 (0.9106388177299257) | > loader_time: 0.0099 (0.011389402289652429)  --> TIME: 2025-02-20 21:46:48 -- STEP: 833/924 -- GLOBAL_STEP: 158500 | > loss_disc: 2.191470146179199 (2.236654339861326) | > loss_disc_real_0: 0.15328344702720642 (0.13092675167812282) | > loss_disc_real_1: 0.1944221705198288 (0.18894813214244247) | > loss_disc_real_2: 0.1698947548866272 (0.2029107688855725) | > loss_disc_real_3: 0.1910960078239441 (0.20653752907484513) | > loss_disc_real_4: 0.1854904145002365 (0.20733511133068053) | > loss_disc_real_5: 0.15671274065971375 (0.20288984967666224) | > loss_0: 2.191470146179199 (2.236654339861326) | > grad_norm_0: tensor(50.2396, device='cuda:0') (tensor(59.2329, device='cuda:0')) | > loss_gen: 2.800762891769409 (2.7893577203029354) | > loss_kl: 2.131664276123047 (2.1279695812536703) | > loss_feat: 8.977601051330566 (8.50833709128336) | > loss_mel: 14.383857727050781 (15.098059326803844) | > loss_duration: 1.6221466064453125 (1.601156302002154) | > amp_scaler: 128.0 (128.15366146458575) | > loss_1: 29.916030883789062 (30.124880022504602) | > grad_norm_1: tensor(914.4716, device='cuda:0') (tensor(926.6522, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.8866 (0.9096111072068599) | > loader_time: 0.0098 (0.011392970045073694)  --> TIME: 2025-02-20 21:47:34 -- STEP: 883/924 -- GLOBAL_STEP: 158550 | > loss_disc: 2.348912000656128 (2.2367729639818017) | > loss_disc_real_0: 0.058274127542972565 (0.1309695034704484) | > loss_disc_real_1: 0.1675189882516861 (0.18899295122140125) | > loss_disc_real_2: 0.2026575207710266 (0.20292437878159955) | > loss_disc_real_3: 0.1850552260875702 (0.2064901922965508) | > loss_disc_real_4: 0.2510112226009369 (0.20740239141616534) | > loss_disc_real_5: 0.20422691106796265 (0.20295427624866078) | > loss_0: 2.348912000656128 (2.2367729639818017) | > grad_norm_0: tensor(68.0079, device='cuda:0') (tensor(58.7939, device='cuda:0')) | > loss_gen: 2.9626057147979736 (2.788551024915409) | > loss_kl: 2.1230087280273438 (2.1278075579203617) | > loss_feat: 8.600513458251953 (8.506780371120541) | > loss_mel: 15.971576690673828 (15.100682622579056) | > loss_duration: 1.6046664714813232 (1.601318782615229) | > amp_scaler: 128.0 (128.14496036240078) | > loss_1: 31.262371063232422 (30.125140361850686) | > grad_norm_1: tensor(1226.6827, device='cuda:0') (tensor(931.1602, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.8976 (0.9092550399214334) | > loader_time: 0.0101 (0.011396185593048822)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3740859031677246 (2.3740859031677246) | > loss_disc_real_0: 0.12963001430034637 (0.12963001430034637) | > loss_disc_real_1: 0.2499540001153946 (0.2499540001153946) | > loss_disc_real_2: 0.24626176059246063 (0.24626176059246063) | > loss_disc_real_3: 0.23671594262123108 (0.23671594262123108) | > loss_disc_real_4: 0.20604869723320007 (0.20604869723320007) | > loss_disc_real_5: 0.22772300243377686 (0.22772300243377686) | > loss_0: 2.3740859031677246 (2.3740859031677246) | > loss_gen: 2.646801233291626 (2.646801233291626) | > loss_kl: 2.0819029808044434 (2.0819029808044434) | > loss_feat: 7.603372573852539 (7.603372573852539) | > loss_mel: 14.557805061340332 (14.557805061340332) | > loss_duration: 1.6798129081726074 (1.6798129081726074) | > loss_1: 28.56969451904297 (28.56969451904297)  --> STEP: 1 | > loss_disc: 2.458993434906006 (2.458993434906006) | > loss_disc_real_0: 0.16774961352348328 (0.16774961352348328) | > loss_disc_real_1: 0.21443314850330353 (0.21443314850330353) | > loss_disc_real_2: 0.2515830397605896 (0.2515830397605896) | > loss_disc_real_3: 0.2103232592344284 (0.2103232592344284) | > loss_disc_real_4: 0.1995917409658432 (0.1995917409658432) | > loss_disc_real_5: 0.21783803403377533 (0.21783803403377533) | > loss_0: 2.458993434906006 (2.458993434906006) | > loss_gen: 2.314209222793579 (2.314209222793579) | > loss_kl: 2.068833589553833 (2.068833589553833) | > loss_feat: 7.0589599609375 (7.0589599609375) | > loss_mel: 13.1691255569458 (13.1691255569458) | > loss_duration: 1.7173234224319458 (1.7173234224319458) | > loss_1: 26.32845115661621 (26.32845115661621)  --> STEP: 2 | > loss_disc: 2.4147653579711914 (2.4368793964385986) | > loss_disc_real_0: 0.14848823845386505 (0.15811892598867416) | > loss_disc_real_1: 0.22127333283424377 (0.21785324066877365) | > loss_disc_real_2: 0.23435907065868378 (0.2429710552096367) | > loss_disc_real_3: 0.2326536476612091 (0.22148845344781876) | > loss_disc_real_4: 0.2139778584241867 (0.20678479969501495) | > loss_disc_real_5: 0.22044938802719116 (0.21914371103048325) | > loss_0: 2.4147653579711914 (2.4368793964385986) | > loss_gen: 2.486375093460083 (2.400292158126831) | > loss_kl: 1.9342317581176758 (2.0015326738357544) | > loss_feat: 8.541189193725586 (7.800074577331543) | > loss_mel: 15.399686813354492 (14.284406185150146) | > loss_duration: 1.5899028778076172 (1.6536131501197815) | > loss_1: 29.951385498046875 (28.139918327331543)  --> STEP: 3 | > loss_disc: 2.4072086811065674 (2.4269891579945884) | > loss_disc_real_0: 0.13836705684661865 (0.15153496960798898) | > loss_disc_real_1: 0.2335970550775528 (0.22310117880503336) | > loss_disc_real_2: 0.23355548083782196 (0.23983253041903177) | > loss_disc_real_3: 0.22144615650177002 (0.22147435446580252) | > loss_disc_real_4: 0.2252419888973236 (0.21293719609578451) | > loss_disc_real_5: 0.24629317224025726 (0.22819353143374124) | > loss_0: 2.4072086811065674 (2.4269891579945884) | > loss_gen: 2.49810791015625 (2.432897408803304) | > loss_kl: 1.9091740846633911 (1.9707464774449666) | > loss_feat: 7.471302509307861 (7.6904838879903155) | > loss_mel: 14.265608787536621 (14.278140385945639) | > loss_duration: 1.662427544593811 (1.6565512816111247) | > loss_1: 27.806621551513672 (28.028819402058918)  --> STEP: 4 | > loss_disc: 2.539808750152588 (2.455194056034088) | > loss_disc_real_0: 0.12500514090061188 (0.14490251243114471) | > loss_disc_real_1: 0.21810999512672424 (0.22185338288545609) | > loss_disc_real_2: 0.23713217675685883 (0.23915744200348854) | > loss_disc_real_3: 0.22587041556835175 (0.22257336974143982) | > loss_disc_real_4: 0.20605622231960297 (0.21121695265173912) | > loss_disc_real_5: 0.19795818626880646 (0.22063469514250755) | > loss_0: 2.539808750152588 (2.455194056034088) | > loss_gen: 2.190669059753418 (2.3723403215408325) | > loss_kl: 1.9108525514602661 (1.9557729959487915) | > loss_feat: 7.512001037597656 (7.645863175392151) | > loss_mel: 13.561444282531738 (14.098966360092163) | > loss_duration: 1.760964035987854 (1.682654470205307) | > loss_1: 26.935932159423828 (27.755597591400146)  --> STEP: 5 | > loss_disc: 2.347379207611084 (2.433631086349487) | > loss_disc_real_0: 0.15481477975845337 (0.14688496589660643) | > loss_disc_real_1: 0.2021777480840683 (0.21791825592517852) | > loss_disc_real_2: 0.18755532801151276 (0.2288370192050934) | > loss_disc_real_3: 0.18327906727790833 (0.21471450924873353) | > loss_disc_real_4: 0.21825425326824188 (0.21262441277503968) | > loss_disc_real_5: 0.20045249164104462 (0.21659825444221498) | > loss_0: 2.347379207611084 (2.433631086349487) | > loss_gen: 2.396073818206787 (2.3770870208740233) | > loss_kl: 2.290184736251831 (2.0226553440093995) | > loss_feat: 7.4167890548706055 (7.600048351287842) | > loss_mel: 12.970710754394531 (13.873315238952637) | > loss_duration: 1.5294146537780762 (1.6520065069198608) | > loss_1: 26.603174209594727 (27.525112915039063) --> EVAL PERFORMANCE | > avg_loader_time: 0.1547008991241455 (+0.0002511024475097545) | > avg_loss_disc: 2.433631086349487 (+0.01866416931152326) | > avg_loss_disc_real_0: 0.14688496589660643 (-0.022897782921791093) | > avg_loss_disc_real_1: 0.21791825592517852 (+0.03251094818115233) | > avg_loss_disc_real_2: 0.2288370192050934 (+0.030615213513374345) | > avg_loss_disc_real_3: 0.21471450924873353 (+0.001196685433387773) | > avg_loss_disc_real_4: 0.21262441277503968 (-0.0004288524389266801) | > avg_loss_disc_real_5: 0.21659825444221498 (+0.0006192982196807917) | > avg_loss_0: 2.433631086349487 (+0.01866416931152326) | > avg_loss_gen: 2.3770870208740233 (+0.13484244346618635) | > avg_loss_kl: 2.0226553440093995 (-0.05109164714813241) | > avg_loss_feat: 7.600048351287842 (+0.7291547775268556) | > avg_loss_mel: 13.873315238952637 (+0.4294548034667969) | > avg_loss_duration: 1.6520065069198608 (+0.009788918495178267) | > avg_loss_1: 27.525112915039063 (+1.2521495819091797)  > EPOCH: 122/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 21:48:20)   --> TIME: 2025-02-20 21:48:31 -- STEP: 9/924 -- GLOBAL_STEP: 158600 | > loss_disc: 2.243182897567749 (2.2658910751342773) | > loss_disc_real_0: 0.11710724234580994 (0.12502610435088476) | > loss_disc_real_1: 0.20018959045410156 (0.19819671081172097) | > loss_disc_real_2: 0.21148553490638733 (0.20787963105572593) | > loss_disc_real_3: 0.22078551352024078 (0.20794597930378383) | > loss_disc_real_4: 0.20722372829914093 (0.21362600723902384) | > loss_disc_real_5: 0.2249845415353775 (0.21674073735872904) | > loss_0: 2.243182897567749 (2.2658910751342773) | > grad_norm_0: tensor(35.6253, device='cuda:0') (tensor(45.2852, device='cuda:0')) | > loss_gen: 2.66898250579834 (2.689195368025038) | > loss_kl: 1.9900617599487305 (2.1271521515316434) | > loss_feat: 8.186261177062988 (8.27516147825453) | > loss_mel: 15.009660720825195 (15.09666305118137) | > loss_duration: 1.5994627475738525 (1.579702443546719) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.45442771911621 (29.76787503560384) | > grad_norm_1: tensor(478.7122, device='cuda:0') (tensor(720.8826, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.9147 (0.9095164934794108) | > loader_time: 0.0107 (0.010439554850260416)  --> TIME: 2025-02-20 21:49:17 -- STEP: 59/924 -- GLOBAL_STEP: 158650 | > loss_disc: 2.385962724685669 (2.21595102649624) | > loss_disc_real_0: 0.23197783529758453 (0.1352243032622135) | > loss_disc_real_1: 0.21054720878601074 (0.1900645188860974) | > loss_disc_real_2: 0.24122628569602966 (0.20066805714267796) | > loss_disc_real_3: 0.2007727473974228 (0.20248022978588687) | > loss_disc_real_4: 0.20804573595523834 (0.20572150915356005) | > loss_disc_real_5: 0.23965591192245483 (0.19834123425564523) | > loss_0: 2.385962724685669 (2.21595102649624) | > grad_norm_0: tensor(84.1802, device='cuda:0') (tensor(52.8277, device='cuda:0')) | > loss_gen: 2.792236089706421 (2.7976826489981956) | > loss_kl: 2.0194242000579834 (2.103237762289531) | > loss_feat: 7.1672844886779785 (8.442835266307252) | > loss_mel: 13.479802131652832 (15.03017874895516) | > loss_duration: 1.5988860130310059 (1.599444965184745) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.057634353637695 (29.97337962005098) | > grad_norm_1: tensor(826.1013, device='cuda:0') (tensor(838.6045, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.9322 (0.915363740112822) | > loader_time: 0.0113 (0.010800656625780008)  --> TIME: 2025-02-20 21:50:03 -- STEP: 109/924 -- GLOBAL_STEP: 158700 | > loss_disc: 2.4385433197021484 (2.2171961517508967) | > loss_disc_real_0: 0.1551218032836914 (0.12991075952528813) | > loss_disc_real_1: 0.20942063629627228 (0.1889451217213902) | > loss_disc_real_2: 0.23272103071212769 (0.19945582911508894) | > loss_disc_real_3: 0.2409043163061142 (0.2037300791488875) | > loss_disc_real_4: 0.22137974202632904 (0.20633580064007995) | > loss_disc_real_5: 0.22274257242679596 (0.20114193350896922) | > loss_0: 2.4385433197021484 (2.2171961517508967) | > grad_norm_0: tensor(59.9416, device='cuda:0') (tensor(55.3248, device='cuda:0')) | > loss_gen: 2.4589920043945312 (2.797946851187889) | > loss_kl: 2.098491668701172 (2.101332874473081) | > loss_feat: 6.686882495880127 (8.496406524553212) | > loss_mel: 12.43215274810791 (15.029677601035582) | > loss_duration: 1.5985438823699951 (1.6014365788993488) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.275060653686523 (30.0268005406091) | > grad_norm_1: tensor(745.4015, device='cuda:0') (tensor(849.8915, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.8914 (0.9123543227484466) | > loader_time: 0.0127 (0.011121607701712794)  --> TIME: 2025-02-20 21:50:50 -- STEP: 159/924 -- GLOBAL_STEP: 158750 | > loss_disc: 2.1454427242279053 (2.2199931609555605) | > loss_disc_real_0: 0.10797455906867981 (0.13076587250959948) | > loss_disc_real_1: 0.2002614140510559 (0.18928928485831373) | > loss_disc_real_2: 0.19501528143882751 (0.20049324969075763) | > loss_disc_real_3: 0.22772277891635895 (0.20387784930520086) | > loss_disc_real_4: 0.18732959032058716 (0.2064406091124756) | > loss_disc_real_5: 0.20341573655605316 (0.19971598787877545) | > loss_0: 2.1454427242279053 (2.2199931609555605) | > grad_norm_0: tensor(29.5188, device='cuda:0') (tensor(55.7128, device='cuda:0')) | > loss_gen: 2.912524461746216 (2.8052534712185637) | > loss_kl: 2.1702675819396973 (2.1049295191494926) | > loss_feat: 8.150517463684082 (8.48610909479969) | > loss_mel: 14.14124584197998 (15.02432274368574) | > loss_duration: 1.6041871309280396 (1.6011909726280837) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.978744506835938 (30.02180587720571) | > grad_norm_1: tensor(977.3988, device='cuda:0') (tensor(868.7026, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.8953 (0.9107947844379353) | > loader_time: 0.0096 (0.011040996455546449)  --> TIME: 2025-02-20 21:51:36 -- STEP: 209/924 -- GLOBAL_STEP: 158800 | > loss_disc: 2.288456439971924 (2.221727321022434) | > loss_disc_real_0: 0.10687527805566788 (0.12968126429538984) | > loss_disc_real_1: 0.20613257586956024 (0.18900990243733778) | > loss_disc_real_2: 0.2210237830877304 (0.20135139527788573) | > loss_disc_real_3: 0.2141914963722229 (0.20402262206568103) | > loss_disc_real_4: 0.2210680991411209 (0.20718345374011535) | > loss_disc_real_5: 0.19223584234714508 (0.1996119970625097) | > loss_0: 2.288456439971924 (2.221727321022434) | > grad_norm_0: tensor(51.9479, device='cuda:0') (tensor(56.7574, device='cuda:0')) | > loss_gen: 2.811465263366699 (2.80995721223822) | > loss_kl: 2.0824427604675293 (2.115504269964958) | > loss_feat: 8.087831497192383 (8.490833056600472) | > loss_mel: 14.343583106994629 (15.050258184734144) | > loss_duration: 1.6398239135742188 (1.6007499158667606) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.96514892578125 (30.06730268560528) | > grad_norm_1: tensor(1253.6271, device='cuda:0') (tensor(893.1149, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.9214 (0.9104632612620814) | > loader_time: 0.0138 (0.011124432942513649)  --> TIME: 2025-02-20 21:52:22 -- STEP: 259/924 -- GLOBAL_STEP: 158850 | > loss_disc: 2.02052903175354 (2.2254956615477437) | > loss_disc_real_0: 0.08794121444225311 (0.12901004369309516) | > loss_disc_real_1: 0.17749778926372528 (0.18964267818393848) | > loss_disc_real_2: 0.21442945301532745 (0.2022022748775924) | > loss_disc_real_3: 0.1977127343416214 (0.2043698329953153) | > loss_disc_real_4: 0.20624008774757385 (0.2070662014502816) | > loss_disc_real_5: 0.17282386124134064 (0.20006726624652685) | > loss_0: 2.02052903175354 (2.2254956615477437) | > grad_norm_0: tensor(56.4875, device='cuda:0') (tensor(58.2280, device='cuda:0')) | > loss_gen: 3.0648226737976074 (2.806204548213472) | > loss_kl: 2.1829006671905518 (2.1230255351563674) | > loss_feat: 9.79156494140625 (8.472273379219088) | > loss_mel: 16.99696159362793 (15.035622081241092) | > loss_duration: 1.5980244874954224 (1.6018591083614984) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.63427734375 (30.03898471847004) | > grad_norm_1: tensor(1416.2959, device='cuda:0') (tensor(909.4479, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.9265 (0.9094446368199057) | > loader_time: 0.012 (0.011100873063429906)  --> TIME: 2025-02-20 21:53:08 -- STEP: 309/924 -- GLOBAL_STEP: 158900 | > loss_disc: 2.115236759185791 (2.225498919348113) | > loss_disc_real_0: 0.12547728419303894 (0.12891492489906203) | > loss_disc_real_1: 0.18672728538513184 (0.18992539251699408) | > loss_disc_real_2: 0.2050277292728424 (0.20254541697239795) | > loss_disc_real_3: 0.19002626836299896 (0.2044590148821617) | > loss_disc_real_4: 0.1574670821428299 (0.20711416112180658) | > loss_disc_real_5: 0.16946646571159363 (0.19986843045282526) | > loss_0: 2.115236759185791 (2.225498919348113) | > grad_norm_0: tensor(34.2730, device='cuda:0') (tensor(58.8987, device='cuda:0')) | > loss_gen: 2.770913600921631 (2.805627272738608) | > loss_kl: 2.1595234870910645 (2.1209898064437427) | > loss_feat: 8.890728950500488 (8.467702584745043) | > loss_mel: 15.419371604919434 (15.037186091771789) | > loss_duration: 1.553520917892456 (1.6015284663265195) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.794057846069336 (30.03303425983318) | > grad_norm_1: tensor(1006.2141, device='cuda:0') (tensor(920.4010, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.9329 (0.9096368724860034) | > loader_time: 0.0112 (0.011136924564645514)  --> TIME: 2025-02-20 21:53:55 -- STEP: 359/924 -- GLOBAL_STEP: 158950 | > loss_disc: 2.2307262420654297 (2.2277933561702303) | > loss_disc_real_0: 0.11261362582445145 (0.12904270295271647) | > loss_disc_real_1: 0.19362685084342957 (0.189977770520784) | > loss_disc_real_2: 0.21411436796188354 (0.20250884345979075) | > loss_disc_real_3: 0.19039654731750488 (0.20453583090086166) | > loss_disc_real_4: 0.20420855283737183 (0.20725908838108714) | > loss_disc_real_5: 0.18841895461082458 (0.20063710133843443) | > loss_0: 2.2307262420654297 (2.2277933561702303) | > grad_norm_0: tensor(39.4530, device='cuda:0') (tensor(59.3958, device='cuda:0')) | > loss_gen: 2.7036960124969482 (2.7990017541603787) | > loss_kl: 2.183964967727661 (2.1278932403389144) | > loss_feat: 8.048280715942383 (8.425571607680043) | > loss_mel: 14.24142837524414 (14.967262626690452) | > loss_duration: 1.6495437622070312 (1.6024650677332977) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.826913833618164 (29.922194297599262) | > grad_norm_1: tensor(452.8138, device='cuda:0') (tensor(924.2619, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.8598 (0.9113799649028725) | > loader_time: 0.0093 (0.011145733193102653)  --> TIME: 2025-02-20 21:54:42 -- STEP: 409/924 -- GLOBAL_STEP: 159000 | > loss_disc: 2.3113255500793457 (2.229042748075826) | > loss_disc_real_0: 0.06666429340839386 (0.12892783375816722) | > loss_disc_real_1: 0.18948739767074585 (0.1899601068793998) | > loss_disc_real_2: 0.22578394412994385 (0.20295533315622424) | > loss_disc_real_3: 0.1995086669921875 (0.20478636321491014) | > loss_disc_real_4: 0.1917259246110916 (0.20721622507263213) | > loss_disc_real_5: 0.19734887778759003 (0.2005934538934517) | > loss_0: 2.3113255500793457 (2.229042748075826) | > grad_norm_0: tensor(49.2192, device='cuda:0') (tensor(59.5564, device='cuda:0')) | > loss_gen: 2.7012107372283936 (2.7996438482279875) | > loss_kl: 1.9840185642242432 (2.126194825090816) | > loss_feat: 8.501692771911621 (8.43476257697294) | > loss_mel: 15.868780136108398 (15.023188448768373) | > loss_duration: 1.6139192581176758 (1.6027513620031497) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.669620513916016 (29.986541053193704) | > grad_norm_1: tensor(1203.4795, device='cuda:0') (tensor(931.9982, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.9461 (0.911647724347476) | > loader_time: 0.0139 (0.011189344168292282) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_159000.pth  --> TIME: 2025-02-20 21:55:30 -- STEP: 459/924 -- GLOBAL_STEP: 159050 | > loss_disc: 2.2523891925811768 (2.2301428312829388) | > loss_disc_real_0: 0.08547721058130264 (0.12911928335533432) | > loss_disc_real_1: 0.1744733303785324 (0.19009374393746736) | > loss_disc_real_2: 0.17487826943397522 (0.20279112766640894) | > loss_disc_real_3: 0.19750209152698517 (0.20497906597611168) | > loss_disc_real_4: 0.18220920860767365 (0.20720086868422216) | > loss_disc_real_5: 0.1928866058588028 (0.2008169366448534) | > loss_0: 2.2523891925811768 (2.2301428312829388) | > grad_norm_0: tensor(28.1884, device='cuda:0') (tensor(59.1307, device='cuda:0')) | > loss_gen: 2.694087028503418 (2.7951902429003077) | > loss_kl: 2.2007603645324707 (2.12722260032604) | > loss_feat: 8.427700996398926 (8.437016660611349) | > loss_mel: 16.136199951171875 (15.069478697766407) | > loss_duration: 1.6283880472183228 (1.6022685446770368) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.087135314941406 (30.031176747839435) | > grad_norm_1: tensor(886.6232, device='cuda:0') (tensor(942.3649, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.9252 (0.9114907006033106) | > loader_time: 0.0116 (0.011258467609845994)  --> TIME: 2025-02-20 21:56:17 -- STEP: 509/924 -- GLOBAL_STEP: 159100 | > loss_disc: 2.1345200538635254 (2.2286711617396726) | > loss_disc_real_0: 0.16481253504753113 (0.12868569597367693) | > loss_disc_real_1: 0.18427111208438873 (0.18987164928894373) | > loss_disc_real_2: 0.18754325807094574 (0.202936900797902) | > loss_disc_real_3: 0.19298119843006134 (0.20514770911929647) | > loss_disc_real_4: 0.18983657658100128 (0.20721095613037432) | > loss_disc_real_5: 0.22705145180225372 (0.20098156664952319) | > loss_0: 2.1345200538635254 (2.2286711617396726) | > grad_norm_0: tensor(56.4775, device='cuda:0') (tensor(59.1689, device='cuda:0')) | > loss_gen: 2.97904109954834 (2.799429400262289) | > loss_kl: 2.1146135330200195 (2.128356866845917) | > loss_feat: 8.485459327697754 (8.464506015327915) | > loss_mel: 14.52639389038086 (15.111944518998001) | > loss_duration: 1.5535969734191895 (1.6020555491531767) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.659103393554688 (30.106292323653964) | > grad_norm_1: tensor(1111.9017, device='cuda:0') (tensor(951.6922, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.9006 (0.9114318975999454) | > loader_time: 0.0108 (0.011278491123251924)  --> TIME: 2025-02-20 21:57:03 -- STEP: 559/924 -- GLOBAL_STEP: 159150 | > loss_disc: 2.1915981769561768 (2.2314041132150697) | > loss_disc_real_0: 0.12239062041044235 (0.12990102273860218) | > loss_disc_real_1: 0.15856347978115082 (0.18974071170648216) | > loss_disc_real_2: 0.19328823685646057 (0.2031190246077044) | > loss_disc_real_3: 0.20889538526535034 (0.2053207613807671) | > loss_disc_real_4: 0.2085488736629486 (0.2073240274820003) | > loss_disc_real_5: 0.22992031276226044 (0.20084026343920583) | > loss_0: 2.1915981769561768 (2.2314041132150697) | > grad_norm_0: tensor(33.1460, device='cuda:0') (tensor(59.3820, device='cuda:0')) | > loss_gen: 2.6018033027648926 (2.797539384719084) | > loss_kl: 1.9174935817718506 (2.127613686918148) | > loss_feat: 8.417242050170898 (8.457328449208319) | > loss_mel: 15.031155586242676 (15.114460499853909) | > loss_duration: 1.5795644521713257 (1.6022485486083469) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.547258377075195 (30.099190519192998) | > grad_norm_1: tensor(236.7416, device='cuda:0') (tensor(941.5340, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.9328 (0.9112405213985549) | > loader_time: 0.0114 (0.011299578576267087)  --> TIME: 2025-02-20 21:57:49 -- STEP: 609/924 -- GLOBAL_STEP: 159200 | > loss_disc: 2.1748604774475098 (2.229840412711473) | > loss_disc_real_0: 0.13430753350257874 (0.12928780313269256) | > loss_disc_real_1: 0.18756252527236938 (0.18964634784336748) | > loss_disc_real_2: 0.17700546979904175 (0.20312526601875933) | > loss_disc_real_3: 0.22783353924751282 (0.20521164902031705) | > loss_disc_real_4: 0.18974193930625916 (0.20695403024970205) | > loss_disc_real_5: 0.2133621871471405 (0.20112113997168934) | > loss_0: 2.1748604774475098 (2.229840412711473) | > grad_norm_0: tensor(46.2429, device='cuda:0') (tensor(59.1373, device='cuda:0')) | > loss_gen: 2.9709339141845703 (2.7953834009092224) | > loss_kl: 2.0977749824523926 (2.1285789122526686) | > loss_feat: 9.25471019744873 (8.468371673953556) | > loss_mel: 15.33530330657959 (15.114168453686343) | > loss_duration: 1.59038245677948 (1.6020278204446547) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.24910545349121 (30.108530210548246) | > grad_norm_1: tensor(1403.6897, device='cuda:0') (tensor(948.9315, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.9112 (0.9113974649526415) | > loader_time: 0.0111 (0.011317460603510413)  --> TIME: 2025-02-20 21:58:35 -- STEP: 659/924 -- GLOBAL_STEP: 159250 | > loss_disc: 2.267343759536743 (2.2296087743660746) | > loss_disc_real_0: 0.10053746402263641 (0.12940149556432756) | > loss_disc_real_1: 0.2141207903623581 (0.18964315161719492) | > loss_disc_real_2: 0.20493768155574799 (0.2029224785443321) | > loss_disc_real_3: 0.21425779163837433 (0.20514180412874952) | > loss_disc_real_4: 0.19871725142002106 (0.20717589014488205) | > loss_disc_real_5: 0.19406163692474365 (0.2009092965509534) | > loss_0: 2.267343759536743 (2.2296087743660746) | > grad_norm_0: tensor(53.6609, device='cuda:0') (tensor(59.4166, device='cuda:0')) | > loss_gen: 2.8288254737854004 (2.795880867968198) | > loss_kl: 2.102942943572998 (2.128418060644264) | > loss_feat: 9.090024948120117 (8.469713646652844) | > loss_mel: 14.862547874450684 (15.10772050096341) | > loss_duration: 1.6541385650634766 (1.6017396059311213) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.53847885131836 (30.10347264453385) | > grad_norm_1: tensor(1107.1079, device='cuda:0') (tensor(948.0959, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.918 (0.9110060150598) | > loader_time: 0.0139 (0.011310480795065804)  --> TIME: 2025-02-20 21:59:22 -- STEP: 709/924 -- GLOBAL_STEP: 159300 | > loss_disc: 2.348620891571045 (2.228794405423368) | > loss_disc_real_0: 0.18203754723072052 (0.12902880038629977) | > loss_disc_real_1: 0.1867668330669403 (0.18945864261205508) | > loss_disc_real_2: 0.20094624161720276 (0.20299913749960474) | > loss_disc_real_3: 0.2038564532995224 (0.20508643463569223) | > loss_disc_real_4: 0.20868556201457977 (0.2072160345290712) | > loss_disc_real_5: 0.1857636719942093 (0.20117651560831146) | > loss_0: 2.348620891571045 (2.228794405423368) | > grad_norm_0: tensor(62.1581, device='cuda:0') (tensor(59.3051, device='cuda:0')) | > loss_gen: 2.6186914443969727 (2.795623295734227) | > loss_kl: 2.1102001667022705 (2.12792456873045) | > loss_feat: 7.953829765319824 (8.477134182691906) | > loss_mel: 15.15549373626709 (15.11730602867008) | > loss_duration: 1.5887823104858398 (1.60172708565829) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.426998138427734 (30.11971512432664) | > grad_norm_1: tensor(193.7269, device='cuda:0') (tensor(940.9109, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.9137 (0.9111414355855065) | > loader_time: 0.0112 (0.011333226148769453)  --> TIME: 2025-02-20 22:00:08 -- STEP: 759/924 -- GLOBAL_STEP: 159350 | > loss_disc: 2.4693565368652344 (2.231406873236845) | > loss_disc_real_0: 0.14715783298015594 (0.12987927058822088) | > loss_disc_real_1: 0.18642891943454742 (0.18954830709967532) | > loss_disc_real_2: 0.21289311349391937 (0.20290326249536625) | > loss_disc_real_3: 0.23790836334228516 (0.20532636311057365) | > loss_disc_real_4: 0.2156890332698822 (0.20741139682149692) | > loss_disc_real_5: 0.2337501347064972 (0.20129330776268636) | > loss_0: 2.4693565368652344 (2.231406873236845) | > grad_norm_0: tensor(29.0770, device='cuda:0') (tensor(59.3995, device='cuda:0')) | > loss_gen: 2.3316378593444824 (2.7953494524924336) | > loss_kl: 2.2133307456970215 (2.126700285395144) | > loss_feat: 6.345170497894287 (8.473707719282663) | > loss_mel: 11.90502643585205 (15.124343153359234) | > loss_duration: 1.630083680152893 (1.6019763315148032) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.425249099731445 (30.122076906548507) | > grad_norm_1: tensor(282.6217, device='cuda:0') (tensor(935.3512, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.9202 (0.9113001443337706) | > loader_time: 0.0115 (0.011339033074058568)  --> TIME: 2025-02-20 22:00:54 -- STEP: 809/924 -- GLOBAL_STEP: 159400 | > loss_disc: 2.2297210693359375 (2.2317899639438505) | > loss_disc_real_0: 0.12105775624513626 (0.1302057702016034) | > loss_disc_real_1: 0.1939946860074997 (0.18956392756645996) | > loss_disc_real_2: 0.197562575340271 (0.2027897180710793) | > loss_disc_real_3: 0.18059055507183075 (0.20528256165598166) | > loss_disc_real_4: 0.17645898461341858 (0.20739391534525908) | > loss_disc_real_5: 0.1835082620382309 (0.2013337146513837) | > loss_0: 2.2297210693359375 (2.2317899639438505) | > grad_norm_0: tensor(40.4164, device='cuda:0') (tensor(59.6328, device='cuda:0')) | > loss_gen: 2.5610556602478027 (2.7946081550513266) | > loss_kl: 2.0257840156555176 (2.12362145979708) | > loss_feat: 7.932569980621338 (8.466803612608828) | > loss_mel: 14.559796333312988 (15.11575157886972) | > loss_duration: 1.6412525177001953 (1.6021495151284009) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.720458984375 (30.10293428446955) | > grad_norm_1: tensor(787.3391, device='cuda:0') (tensor(934.1556, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.9154 (0.9107949807411074) | > loader_time: 0.0115 (0.011336548808773314)  --> TIME: 2025-02-20 22:01:40 -- STEP: 859/924 -- GLOBAL_STEP: 159450 | > loss_disc: 2.18316650390625 (2.2337260694526) | > loss_disc_real_0: 0.07955774664878845 (0.13051266969117614) | > loss_disc_real_1: 0.19993218779563904 (0.18971302806984144) | > loss_disc_real_2: 0.21034497022628784 (0.20301791302191913) | > loss_disc_real_3: 0.21048222482204437 (0.20546700707414509) | > loss_disc_real_4: 0.19180621206760406 (0.20771013278345005) | > loss_disc_real_5: 0.1510036587715149 (0.20138918898991023) | > loss_0: 2.18316650390625 (2.2337260694526) | > grad_norm_0: tensor(54.7827, device='cuda:0') (tensor(59.9680, device='cuda:0')) | > loss_gen: 2.694481372833252 (2.792912440472071) | > loss_kl: 2.0442121028900146 (2.1223357911715004) | > loss_feat: 7.730966567993164 (8.4528692870534) | > loss_mel: 13.523698806762695 (15.102399310910243) | > loss_duration: 1.64546799659729 (1.6019501593115721) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.638826370239258 (30.07246696019201) | > grad_norm_1: tensor(1016.2938, device='cuda:0') (tensor(936.3829, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.887 (0.9102712290944822) | > loader_time: 0.011 (0.011333551062693839)  --> TIME: 2025-02-20 22:02:26 -- STEP: 909/924 -- GLOBAL_STEP: 159500 | > loss_disc: 2.339200496673584 (2.2334124584271433) | > loss_disc_real_0: 0.13275735080242157 (0.13014415252392292) | > loss_disc_real_1: 0.16501252353191376 (0.18962469310125765) | > loss_disc_real_2: 0.22474902868270874 (0.2030886462484911) | > loss_disc_real_3: 0.20724615454673767 (0.20555696048752303) | > loss_disc_real_4: 0.19643238186836243 (0.20767080821547695) | > loss_disc_real_5: 0.22236232459545135 (0.20142378088402413) | > loss_0: 2.339200496673584 (2.2334124584271433) | > grad_norm_0: tensor(102.5417, device='cuda:0') (tensor(59.5600, device='cuda:0')) | > loss_gen: 2.5312705039978027 (2.7922834644485492) | > loss_kl: 2.2180087566375732 (2.1252461204958957) | > loss_feat: 7.775167465209961 (8.456385799235878) | > loss_mel: 15.47412395477295 (15.108535253568844) | > loss_duration: 1.6049470901489258 (1.6017218474114294) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.603519439697266 (30.08417247440687) | > grad_norm_1: tensor(403.6694, device='cuda:0') (tensor(937.1968, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.9301 (0.9097010622454689) | > loader_time: 0.0111 (0.011321229378644656)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3086628913879395 (2.3086628913879395) | > loss_disc_real_0: 0.0922980085015297 (0.0922980085015297) | > loss_disc_real_1: 0.23242957890033722 (0.23242957890033722) | > loss_disc_real_2: 0.2308751344680786 (0.2308751344680786) | > loss_disc_real_3: 0.22643360495567322 (0.22643360495567322) | > loss_disc_real_4: 0.2272648960351944 (0.2272648960351944) | > loss_disc_real_5: 0.20448586344718933 (0.20448586344718933) | > loss_0: 2.3086628913879395 (2.3086628913879395) | > loss_gen: 2.4804635047912598 (2.4804635047912598) | > loss_kl: 2.183643102645874 (2.183643102645874) | > loss_feat: 7.174418926239014 (7.174418926239014) | > loss_mel: 12.23182487487793 (12.23182487487793) | > loss_duration: 1.6824946403503418 (1.6824946403503418) | > loss_1: 25.752843856811523 (25.752843856811523)  --> STEP: 1 | > loss_disc: 2.352813243865967 (2.352813243865967) | > loss_disc_real_0: 0.07865769416093826 (0.07865769416093826) | > loss_disc_real_1: 0.23255741596221924 (0.23255741596221924) | > loss_disc_real_2: 0.25839343667030334 (0.25839343667030334) | > loss_disc_real_3: 0.2738193869590759 (0.2738193869590759) | > loss_disc_real_4: 0.2694648504257202 (0.2694648504257202) | > loss_disc_real_5: 0.18287017941474915 (0.18287017941474915) | > loss_0: 2.352813243865967 (2.352813243865967) | > loss_gen: 2.583264112472534 (2.583264112472534) | > loss_kl: 2.0748448371887207 (2.0748448371887207) | > loss_feat: 7.450026035308838 (7.450026035308838) | > loss_mel: 13.270428657531738 (13.270428657531738) | > loss_duration: 1.6808780431747437 (1.6808780431747437) | > loss_1: 27.05944061279297 (27.05944061279297)  --> STEP: 2 | > loss_disc: 2.2879843711853027 (2.3203988075256348) | > loss_disc_real_0: 0.07203729450702667 (0.07534749433398247) | > loss_disc_real_1: 0.21427255868911743 (0.22341498732566833) | > loss_disc_real_2: 0.2500487267971039 (0.2542210817337036) | > loss_disc_real_3: 0.22098582983016968 (0.2474026083946228) | > loss_disc_real_4: 0.27143535017967224 (0.27045010030269623) | > loss_disc_real_5: 0.19495031237602234 (0.18891024589538574) | > loss_0: 2.2879843711853027 (2.3203988075256348) | > loss_gen: 2.572934865951538 (2.578099489212036) | > loss_kl: 2.149324655532837 (2.112084746360779) | > loss_feat: 7.959090709686279 (7.704558372497559) | > loss_mel: 13.39932632446289 (13.334877490997314) | > loss_duration: 1.5788847208023071 (1.6298813819885254) | > loss_1: 27.659561157226562 (27.359500885009766)  --> STEP: 3 | > loss_disc: 2.254185199737549 (2.298327604929606) | > loss_disc_real_0: 0.08694934099912643 (0.07921477655569713) | > loss_disc_real_1: 0.22991198301315308 (0.22558065255482992) | > loss_disc_real_2: 0.24647268652915955 (0.2516382833321889) | > loss_disc_real_3: 0.21572345495224 (0.2368428905804952) | > loss_disc_real_4: 0.29055705666542053 (0.277152419090271) | > loss_disc_real_5: 0.22005204856395721 (0.19929084678490958) | > loss_0: 2.254185199737549 (2.298327604929606) | > loss_gen: 2.733938455581665 (2.6300458113352456) | > loss_kl: 1.9253580570220947 (2.0498425165812173) | > loss_feat: 7.804416656494141 (7.737844467163086) | > loss_mel: 14.362640380859375 (13.677465120951334) | > loss_duration: 1.667994499206543 (1.6425857543945312) | > loss_1: 28.494346618652344 (27.737782796223957)  --> STEP: 4 | > loss_disc: 2.4066553115844727 (2.3254095315933228) | > loss_disc_real_0: 0.07889121025800705 (0.0791338849812746) | > loss_disc_real_1: 0.2349538952112198 (0.22792396321892738) | > loss_disc_real_2: 0.2586938738822937 (0.2534021809697151) | > loss_disc_real_3: 0.24422718584537506 (0.23868896439671516) | > loss_disc_real_4: 0.2805510461330414 (0.2780020758509636) | > loss_disc_real_5: 0.2068805694580078 (0.20118827745318413) | > loss_0: 2.4066553115844727 (2.3254095315933228) | > loss_gen: 2.4786553382873535 (2.5921981930732727) | > loss_kl: 2.006638765335083 (2.039041578769684) | > loss_feat: 6.90154504776001 (7.528769612312317) | > loss_mel: 12.952738761901855 (13.496283531188965) | > loss_duration: 1.7615611553192139 (1.672329604625702) | > loss_1: 26.101139068603516 (27.328621864318848)  --> STEP: 5 | > loss_disc: 2.166897773742676 (2.293707180023193) | > loss_disc_real_0: 0.052765853703022 (0.07386027872562409) | > loss_disc_real_1: 0.20341144502162933 (0.22302145957946778) | > loss_disc_real_2: 0.2713998258113861 (0.2570017099380493) | > loss_disc_real_3: 0.19789138436317444 (0.23052944839000702) | > loss_disc_real_4: 0.2630995810031891 (0.2750215768814087) | > loss_disc_real_5: 0.2838764488697052 (0.21772591173648834) | > loss_0: 2.166897773742676 (2.293707180023193) | > loss_gen: 3.1430420875549316 (2.7023669719696044) | > loss_kl: 2.298335313796997 (2.0909003257751464) | > loss_feat: 9.666496276855469 (7.956314945220948) | > loss_mel: 16.196849822998047 (14.036396789550782) | > loss_duration: 1.5625689029693604 (1.6503774642944335) | > loss_1: 32.86729431152344 (28.436356353759766) --> EVAL PERFORMANCE | > avg_loader_time: 0.15307435989379883 (-0.0016265392303466686) | > avg_loss_disc: 2.293707180023193 (-0.13992390632629403) | > avg_loss_disc_real_0: 0.07386027872562409 (-0.07302468717098234) | > avg_loss_disc_real_1: 0.22302145957946778 (+0.005103203654289262) | > avg_loss_disc_real_2: 0.2570017099380493 (+0.028164690732955938) | > avg_loss_disc_real_3: 0.23052944839000702 (+0.015814939141273493) | > avg_loss_disc_real_4: 0.2750215768814087 (+0.06239716410636903) | > avg_loss_disc_real_5: 0.21772591173648834 (+0.0011276572942733598) | > avg_loss_0: 2.293707180023193 (-0.13992390632629403) | > avg_loss_gen: 2.7023669719696044 (+0.32527995109558105) | > avg_loss_kl: 2.0909003257751464 (+0.06824498176574689) | > avg_loss_feat: 7.956314945220948 (+0.356266593933106) | > avg_loss_mel: 14.036396789550782 (+0.1630815505981449) | > avg_loss_duration: 1.6503774642944335 (-0.0016290426254272905) | > avg_loss_1: 28.436356353759766 (+0.9112434387207031)  > EPOCH: 123/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 22:02:48)   --> TIME: 2025-02-20 22:03:22 -- STEP: 35/924 -- GLOBAL_STEP: 159550 | > loss_disc: 2.2766032218933105 (2.225603212629046) | > loss_disc_real_0: 0.21104741096496582 (0.12495748964803559) | > loss_disc_real_1: 0.18259988725185394 (0.18632892370224) | > loss_disc_real_2: 0.18425370752811432 (0.19978373859609877) | > loss_disc_real_3: 0.19535712897777557 (0.20562342873641423) | > loss_disc_real_4: 0.1745593547821045 (0.20718636385032108) | > loss_disc_real_5: 0.183542400598526 (0.20175012988703592) | > loss_0: 2.2766032218933105 (2.225603212629046) | > grad_norm_0: tensor(84.7345, device='cuda:0') (tensor(55.7647, device='cuda:0')) | > loss_gen: 2.7865047454833984 (2.7741013935634067) | > loss_kl: 2.3012123107910156 (2.1367623124803816) | > loss_feat: 7.862472057342529 (8.473160362243656) | > loss_mel: 13.788660049438477 (15.131916127886091) | > loss_duration: 1.647716760635376 (1.603402750832694) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.386566162109375 (30.119342967442105) | > grad_norm_1: tensor(1167.0520, device='cuda:0') (tensor(951.7852, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.8965 (0.8967924118041992) | > loader_time: 0.0118 (0.011029270717075892)  --> TIME: 2025-02-20 22:04:09 -- STEP: 85/924 -- GLOBAL_STEP: 159600 | > loss_disc: 2.2774155139923096 (2.224491080115823) | > loss_disc_real_0: 0.10636664181947708 (0.12355810373144992) | > loss_disc_real_1: 0.20580050349235535 (0.18785495635341193) | > loss_disc_real_2: 0.21285340189933777 (0.2004083852557575) | > loss_disc_real_3: 0.1819753348827362 (0.20760145976262934) | > loss_disc_real_4: 0.18499842286109924 (0.20782486498355865) | > loss_disc_real_5: 0.19134846329689026 (0.20221758703975118) | > loss_0: 2.2774155139923096 (2.224491080115823) | > grad_norm_0: tensor(42.3202, device='cuda:0') (tensor(58.2570, device='cuda:0')) | > loss_gen: 2.594329833984375 (2.8070263189427993) | > loss_kl: 2.1710050106048584 (2.1538355168174297) | > loss_feat: 7.911288738250732 (8.496567221248853) | > loss_mel: 13.483019828796387 (15.072709274291991) | > loss_duration: 1.6185206174850464 (1.6040050843182732) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.77816390991211 (30.134143402997186) | > grad_norm_1: tensor(967.3712, device='cuda:0') (tensor(945.4921, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.9346 (0.9111904200385599) | > loader_time: 0.0134 (0.011216172050027284)  --> TIME: 2025-02-20 22:04:55 -- STEP: 135/924 -- GLOBAL_STEP: 159650 | > loss_disc: 2.1778786182403564 (2.212321108358878) | > loss_disc_real_0: 0.06374378502368927 (0.12062057295331248) | > loss_disc_real_1: 0.21513934433460236 (0.187741885582606) | > loss_disc_real_2: 0.21013878285884857 (0.20077666894153312) | > loss_disc_real_3: 0.2286825329065323 (0.20669532550705805) | > loss_disc_real_4: 0.20072346925735474 (0.2063427698832971) | > loss_disc_real_5: 0.17080648243427277 (0.2009907239565143) | > loss_0: 2.1778786182403564 (2.212321108358878) | > grad_norm_0: tensor(47.5371, device='cuda:0') (tensor(58.2412, device='cuda:0')) | > loss_gen: 2.9261810779571533 (2.8285758177439373) | > loss_kl: 2.1584928035736084 (2.156615857724792) | > loss_feat: 8.907609939575195 (8.568640917318842) | > loss_mel: 15.35104751586914 (15.130167473687067) | > loss_duration: 1.5926196575164795 (1.6030158272495976) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.935951232910156 (30.287015971431025) | > grad_norm_1: tensor(1252.2450, device='cuda:0') (tensor(976.2896, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.943 (0.9084289921654596) | > loader_time: 0.0118 (0.011223436284948277)  --> TIME: 2025-02-20 22:05:42 -- STEP: 185/924 -- GLOBAL_STEP: 159700 | > loss_disc: 2.296255111694336 (2.218050785322448) | > loss_disc_real_0: 0.08506213873624802 (0.12158506512641906) | > loss_disc_real_1: 0.18162351846694946 (0.18862354537925205) | > loss_disc_real_2: 0.20823292434215546 (0.20163439182010856) | > loss_disc_real_3: 0.20393583178520203 (0.20678952263819209) | > loss_disc_real_4: 0.18691551685333252 (0.2070623754649549) | > loss_disc_real_5: 0.2349647432565689 (0.20223304093689531) | > loss_0: 2.296255111694336 (2.218050785322448) | > grad_norm_0: tensor(61.5061, device='cuda:0') (tensor(59.1432, device='cuda:0')) | > loss_gen: 2.457308530807495 (2.8190600420977607) | > loss_kl: 2.144052267074585 (2.156382747598597) | > loss_feat: 7.696110248565674 (8.53402761253151) | > loss_mel: 15.121825218200684 (15.103930298057762) | > loss_duration: 1.6234495639801025 (1.6008754150287525) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.042743682861328 (30.214276164286847) | > grad_norm_1: tensor(792.4890, device='cuda:0') (tensor(983.1246, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.9136 (0.9085331053347201) | > loader_time: 0.0106 (0.011120632532480596)  --> TIME: 2025-02-20 22:06:28 -- STEP: 235/924 -- GLOBAL_STEP: 159750 | > loss_disc: 2.2824599742889404 (2.2289853024990016) | > loss_disc_real_0: 0.11619152873754501 (0.12507877213523744) | > loss_disc_real_1: 0.20074693858623505 (0.18902392076685073) | > loss_disc_real_2: 0.2083178609609604 (0.20246990037725326) | > loss_disc_real_3: 0.20951852202415466 (0.2067562431097031) | > loss_disc_real_4: 0.206096813082695 (0.20731804725971628) | > loss_disc_real_5: 0.20797474682331085 (0.20251163019144788) | > loss_0: 2.2824599742889404 (2.2289853024990016) | > grad_norm_0: tensor(54.5337, device='cuda:0') (tensor(60.3447, device='cuda:0')) | > loss_gen: 2.555180549621582 (2.8076653206602047) | > loss_kl: 2.159430742263794 (2.151172995060048) | > loss_feat: 7.489257335662842 (8.472168277172335) | > loss_mel: 14.303338050842285 (15.102184949022659) | > loss_duration: 1.6259269714355469 (1.6027126860111318) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.133132934570312 (30.135904271551905) | > grad_norm_1: tensor(914.3176, device='cuda:0') (tensor(977.2604, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.9075 (0.9088969169779026) | > loader_time: 0.011 (0.011159569151858062)  --> TIME: 2025-02-20 22:07:15 -- STEP: 285/924 -- GLOBAL_STEP: 159800 | > loss_disc: 2.071352005004883 (2.230524413627491) | > loss_disc_real_0: 0.1050504595041275 (0.1265970932287083) | > loss_disc_real_1: 0.21107226610183716 (0.18916095416796835) | > loss_disc_real_2: 0.2014237940311432 (0.20216030985639807) | > loss_disc_real_3: 0.23522813618183136 (0.20629668878881555) | > loss_disc_real_4: 0.24351075291633606 (0.20738099870974555) | > loss_disc_real_5: 0.19446350634098053 (0.20300356450310925) | > loss_0: 2.071352005004883 (2.230524413627491) | > grad_norm_0: tensor(25.0535, device='cuda:0') (tensor(59.6388, device='cuda:0')) | > loss_gen: 3.1784579753875732 (2.7991382197329844) | > loss_kl: 2.020151138305664 (2.1418665563851067) | > loss_feat: 8.522607803344727 (8.461360907972912) | > loss_mel: 14.597413063049316 (15.08458629742003) | > loss_duration: 1.5936490297317505 (1.6033255455786721) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.912277221679688 (30.090277554696065) | > grad_norm_1: tensor(899.5705, device='cuda:0') (tensor(963.4865, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.9417 (0.9106155746861508) | > loader_time: 0.0112 (0.011201231103194384)  --> TIME: 2025-02-20 22:08:01 -- STEP: 335/924 -- GLOBAL_STEP: 159850 | > loss_disc: 2.271846294403076 (2.231828373581616) | > loss_disc_real_0: 0.13630986213684082 (0.12752388058536093) | > loss_disc_real_1: 0.1880204975605011 (0.18931182938725194) | > loss_disc_real_2: 0.18683074414730072 (0.20215719795938747) | > loss_disc_real_3: 0.21144774556159973 (0.20615447559463443) | > loss_disc_real_4: 0.20982998609542847 (0.20708038602302323) | > loss_disc_real_5: 0.2269575297832489 (0.20290084341123915) | > loss_0: 2.271846294403076 (2.231828373581616) | > grad_norm_0: tensor(43.5503, device='cuda:0') (tensor(60.2463, device='cuda:0')) | > loss_gen: 2.7770509719848633 (2.7980816001322695) | > loss_kl: 2.1683359146118164 (2.1373227891637296) | > loss_feat: 8.242293357849121 (8.467445942892963) | > loss_mel: 15.658870697021484 (15.101827231449864) | > loss_duration: 1.585159420967102 (1.6032168616109812) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.43170928955078 (30.107894424893964) | > grad_norm_1: tensor(1079.2434, device='cuda:0') (tensor(951.4386, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.93 (0.9116909945189063) | > loader_time: 0.0135 (0.011251651706980234)  --> TIME: 2025-02-20 22:08:48 -- STEP: 385/924 -- GLOBAL_STEP: 159900 | > loss_disc: 2.381852865219116 (2.233877525081882) | > loss_disc_real_0: 0.1677749752998352 (0.12849868503096817) | > loss_disc_real_1: 0.1828024685382843 (0.18922888377270133) | > loss_disc_real_2: 0.2219768911600113 (0.20250232587387035) | > loss_disc_real_3: 0.2333562970161438 (0.2063127851718432) | > loss_disc_real_4: 0.21115174889564514 (0.20731834231258986) | > loss_disc_real_5: 0.21830137073993683 (0.20263694696999207) | > loss_0: 2.381852865219116 (2.233877525081882) | > grad_norm_0: tensor(103.5729, device='cuda:0') (tensor(61.1256, device='cuda:0')) | > loss_gen: 2.6831679344177246 (2.798435487375629) | > loss_kl: 2.0657505989074707 (2.135065452464215) | > loss_feat: 7.8535637855529785 (8.462325109754293) | > loss_mel: 15.193984985351562 (15.10275797162737) | > loss_duration: 1.5850805044174194 (1.6032855355894404) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.381549835205078 (30.101869583129883) | > grad_norm_1: tensor(525.7675, device='cuda:0') (tensor(955.0298, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.927 (0.9122814810121215) | > loader_time: 0.0109 (0.011277686775504774)  --> TIME: 2025-02-20 22:09:34 -- STEP: 435/924 -- GLOBAL_STEP: 159950 | > loss_disc: 2.138277053833008 (2.233970394901846) | > loss_disc_real_0: 0.12546223402023315 (0.1280148327436256) | > loss_disc_real_1: 0.2399148941040039 (0.18940299941205424) | > loss_disc_real_2: 0.21124742925167084 (0.2029794459370361) | > loss_disc_real_3: 0.21034543216228485 (0.20650655229886372) | > loss_disc_real_4: 0.17425008118152618 (0.20741184120890738) | > loss_disc_real_5: 0.19405484199523926 (0.2027210862985972) | > loss_0: 2.138277053833008 (2.233970394901846) | > grad_norm_0: tensor(42.0411, device='cuda:0') (tensor(61.2015, device='cuda:0')) | > loss_gen: 2.925222396850586 (2.797898084267801) | > loss_kl: 2.152329444885254 (2.133821594578096) | > loss_feat: 8.928399085998535 (8.464378820616623) | > loss_mel: 13.76591968536377 (15.111358489113291) | > loss_duration: 1.51693594455719 (1.6028695871090062) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.288806915283203 (30.11032661350294) | > grad_norm_1: tensor(866.1163, device='cuda:0') (tensor(958.3839, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.9563 (0.9127410291255206) | > loader_time: 0.0139 (0.01130885310556697)  --> TIME: 2025-02-20 22:10:21 -- STEP: 485/924 -- GLOBAL_STEP: 160000 | > loss_disc: 2.1510961055755615 (2.232425930082183) | > loss_disc_real_0: 0.07667981088161469 (0.12724452324442023) | > loss_disc_real_1: 0.17199081182479858 (0.189270119415116) | > loss_disc_real_2: 0.20573686063289642 (0.20283363599752643) | > loss_disc_real_3: 0.22305093705654144 (0.20655491892824468) | > loss_disc_real_4: 0.17877139151096344 (0.20739128734033133) | > loss_disc_real_5: 0.18735553324222565 (0.20241868285481457) | > loss_0: 2.1510961055755615 (2.232425930082183) | > grad_norm_0: tensor(47.6685, device='cuda:0') (tensor(61.1835, device='cuda:0')) | > loss_gen: 2.7134246826171875 (2.79882631744306) | > loss_kl: 2.1660315990448 (2.132703594079949) | > loss_feat: 8.222867965698242 (8.457217605826783) | > loss_mel: 15.071138381958008 (15.070493338280116) | > loss_duration: 1.6090480089187622 (1.6024050211169052) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.78251075744629 (30.061645924676323) | > grad_norm_1: tensor(462.1045, device='cuda:0') (tensor(963.7894, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.9182 (0.9126778007782612) | > loader_time: 0.0114 (0.011303728634549174) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_160000.pth  --> TIME: 2025-02-20 22:11:10 -- STEP: 535/924 -- GLOBAL_STEP: 160050 | > loss_disc: 2.2581005096435547 (2.231160236519073) | > loss_disc_real_0: 0.05684234946966171 (0.12767864125215006) | > loss_disc_real_1: 0.22658653557300568 (0.1891075303064328) | > loss_disc_real_2: 0.19926229119300842 (0.20281938264303118) | > loss_disc_real_3: 0.16924479603767395 (0.2064109162749531) | > loss_disc_real_4: 0.18300123512744904 (0.20715927267185993) | > loss_disc_real_5: 0.19435228407382965 (0.20202229188702925) | > loss_0: 2.2581005096435547 (2.231160236519073) | > grad_norm_0: tensor(100.6989, device='cuda:0') (tensor(61.9843, device='cuda:0')) | > loss_gen: 2.8972885608673096 (2.8032706278506834) | > loss_kl: 2.321587085723877 (2.1326839293274897) | > loss_feat: 9.19420051574707 (8.479650118640652) | > loss_mel: 16.12311363220215 (15.102404819025056) | > loss_duration: 1.5871833562850952 (1.6021992886177843) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.123374938964844 (30.120208836493095) | > grad_norm_1: tensor(631.0347, device='cuda:0') (tensor(963.0596, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.9089 (0.912470924520047) | > loader_time: 0.011 (0.011301275948497742)  --> TIME: 2025-02-20 22:11:56 -- STEP: 585/924 -- GLOBAL_STEP: 160100 | > loss_disc: 2.126650810241699 (2.228607972055419) | > loss_disc_real_0: 0.05491774156689644 (0.12710615912309065) | > loss_disc_real_1: 0.15690624713897705 (0.1890805503114676) | > loss_disc_real_2: 0.17998257279396057 (0.20263197526463084) | > loss_disc_real_3: 0.20533762872219086 (0.2063655066184508) | > loss_disc_real_4: 0.22212925553321838 (0.207074177188751) | > loss_disc_real_5: 0.18844062089920044 (0.2020166239040529) | > loss_0: 2.126650810241699 (2.228607972055419) | > grad_norm_0: tensor(41.8068, device='cuda:0') (tensor(61.6685, device='cuda:0')) | > loss_gen: 2.8641552925109863 (2.805807467811127) | > loss_kl: 2.443819522857666 (2.132020536039628) | > loss_feat: 9.3215970993042 (8.485476616916493) | > loss_mel: 15.477147102355957 (15.105370669894748) | > loss_duration: 1.6608080863952637 (1.6019872818237693) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.767528533935547 (30.13066261813172) | > grad_norm_1: tensor(1304.7429, device='cuda:0') (tensor(961.5746, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.9401 (0.912970410860502) | > loader_time: 0.0116 (0.011341438130435784)  --> TIME: 2025-02-20 22:12:43 -- STEP: 635/924 -- GLOBAL_STEP: 160150 | > loss_disc: 2.3061065673828125 (2.2284809972357547) | > loss_disc_real_0: 0.13135358691215515 (0.12690805749982367) | > loss_disc_real_1: 0.19916275143623352 (0.18884096097523773) | > loss_disc_real_2: 0.23520584404468536 (0.2026294077240577) | > loss_disc_real_3: 0.2540150284767151 (0.2064111065911495) | > loss_disc_real_4: 0.24022182822227478 (0.2070818649032923) | > loss_disc_real_5: 0.24576427042484283 (0.20218175488898127) | > loss_0: 2.3061065673828125 (2.2284809972357547) | > grad_norm_0: tensor(63.6185, device='cuda:0') (tensor(61.3573, device='cuda:0')) | > loss_gen: 2.8091087341308594 (2.803749099866611) | > loss_kl: 2.0705888271331787 (2.134996321069912) | > loss_feat: 8.71933364868164 (8.491407618935659) | > loss_mel: 15.427257537841797 (15.10490575324832) | > loss_duration: 1.6022943258285522 (1.601514607151662) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.628583908081055 (30.13657343706747) | > grad_norm_1: tensor(1349.6947, device='cuda:0') (tensor(963.5006, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.9448 (0.913116938298143) | > loader_time: 0.0114 (0.011320718254630024)  --> TIME: 2025-02-20 22:13:29 -- STEP: 685/924 -- GLOBAL_STEP: 160200 | > loss_disc: 2.303736448287964 (2.230058688490931) | > loss_disc_real_0: 0.07718274742364883 (0.12823536004463262) | > loss_disc_real_1: 0.16129828989505768 (0.18878530815352487) | > loss_disc_real_2: 0.21177563071250916 (0.20255891062917508) | > loss_disc_real_3: 0.19240184128284454 (0.20642471024154738) | > loss_disc_real_4: 0.22324901819229126 (0.20708917555582784) | > loss_disc_real_5: 0.17312215268611908 (0.2020350969077026) | > loss_0: 2.303736448287964 (2.230058688490931) | > grad_norm_0: tensor(25.7969, device='cuda:0') (tensor(61.5105, device='cuda:0')) | > loss_gen: 2.559772253036499 (2.8035758244730262) | > loss_kl: 1.959475040435791 (2.131146230314769) | > loss_feat: 8.164515495300293 (8.485965411332412) | > loss_mel: 15.158418655395508 (15.096798305093808) | > loss_duration: 1.6170704364776611 (1.601397633552551) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.459253311157227 (30.11888344479303) | > grad_norm_1: tensor(690.3870, device='cuda:0') (tensor(962.6590, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.9081 (0.9128891412359086) | > loader_time: 0.0118 (0.01132813474557696)  --> TIME: 2025-02-20 22:14:16 -- STEP: 735/924 -- GLOBAL_STEP: 160250 | > loss_disc: 2.262726306915283 (2.2299535216117405) | > loss_disc_real_0: 0.08075936883687973 (0.12826917820236317) | > loss_disc_real_1: 0.18026940524578094 (0.18891924997778978) | > loss_disc_real_2: 0.22615595161914825 (0.20234654576194538) | > loss_disc_real_3: 0.20145072042942047 (0.2062570375041896) | > loss_disc_real_4: 0.23259089887142181 (0.20702451597265645) | > loss_disc_real_5: 0.201270192861557 (0.20232480424804744) | > loss_0: 2.262726306915283 (2.2299535216117405) | > grad_norm_0: tensor(41.9588, device='cuda:0') (tensor(60.3670, device='cuda:0')) | > loss_gen: 2.7455172538757324 (2.7997367349611664) | > loss_kl: 2.1298274993896484 (2.127848904960008) | > loss_feat: 8.595895767211914 (8.485982902033811) | > loss_mel: 16.272735595703125 (15.102547665031588) | > loss_duration: 1.5841710567474365 (1.6015037059783932) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.328147888183594 (30.117619946538184) | > grad_norm_1: tensor(949.1617, device='cuda:0') (tensor(957.7204, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.9275 (0.9130218658317516) | > loader_time: 0.0115 (0.011351547435838358)  --> TIME: 2025-02-20 22:15:02 -- STEP: 785/924 -- GLOBAL_STEP: 160300 | > loss_disc: 2.25337815284729 (2.233364288670245) | > loss_disc_real_0: 0.125412717461586 (0.1293352348219819) | > loss_disc_real_1: 0.18637047708034515 (0.1889828939251839) | > loss_disc_real_2: 0.1859082579612732 (0.20254677917547295) | > loss_disc_real_3: 0.18699271976947784 (0.20636611430887955) | > loss_disc_real_4: 0.21581868827342987 (0.2071794033240361) | > loss_disc_real_5: 0.24364575743675232 (0.2026142401015682) | > loss_0: 2.25337815284729 (2.233364288670245) | > grad_norm_0: tensor(65.7439, device='cuda:0') (tensor(60.7663, device='cuda:0')) | > loss_gen: 2.7723872661590576 (2.7983247981709285) | > loss_kl: 2.147735595703125 (2.125059320668504) | > loss_feat: 8.602747917175293 (8.480822272209625) | > loss_mel: 15.079147338867188 (15.108693105855565) | > loss_duration: 1.5745306015014648 (1.601996831833177) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.17654800415039 (30.114896349086884) | > grad_norm_1: tensor(526.2527, device='cuda:0') (tensor(947.5986, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.8547 (0.9126843625572838) | > loader_time: 0.0086 (0.01136524631718922)  --> TIME: 2025-02-20 22:15:48 -- STEP: 835/924 -- GLOBAL_STEP: 160350 | > loss_disc: 2.2518954277038574 (2.2321229649161185) | > loss_disc_real_0: 0.12734754383563995 (0.12877332859499743) | > loss_disc_real_1: 0.17858855426311493 (0.18877721547545073) | > loss_disc_real_2: 0.20846085250377655 (0.20259246451412138) | > loss_disc_real_3: 0.24578678607940674 (0.20651716759461836) | > loss_disc_real_4: 0.22699835896492004 (0.20702406833628695) | > loss_disc_real_5: 0.23419813811779022 (0.20259347765923968) | > loss_0: 2.2518954277038574 (2.2321229649161185) | > grad_norm_0: tensor(47.2175, device='cuda:0') (tensor(60.6652, device='cuda:0')) | > loss_gen: 2.739095687866211 (2.799159199035097) | > loss_kl: 2.1388275623321533 (2.1264547937644442) | > loss_feat: 8.17785930633545 (8.48508494485641) | > loss_mel: 14.291803359985352 (15.116522738747967) | > loss_duration: 1.6055755615234375 (1.6015654602450522) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.953161239624023 (30.128787167486315) | > grad_norm_1: tensor(1127.4445, device='cuda:0') (tensor(948.8386, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 1.2845 (0.9126575704106316) | > loader_time: 0.0116 (0.011376776095635885)  --> TIME: 2025-02-20 22:16:34 -- STEP: 885/924 -- GLOBAL_STEP: 160400 | > loss_disc: 2.2922723293304443 (2.231191133240525) | > loss_disc_real_0: 0.14068612456321716 (0.1286054961425437) | > loss_disc_real_1: 0.1712495982646942 (0.18855569046937815) | > loss_disc_real_2: 0.17763018608093262 (0.20251483329608622) | > loss_disc_real_3: 0.22855697572231293 (0.20639768433099406) | > loss_disc_real_4: 0.17977702617645264 (0.2071382707121682) | > loss_disc_real_5: 0.18663065135478973 (0.20255712769967682) | > loss_0: 2.2922723293304443 (2.231191133240525) | > grad_norm_0: tensor(71.8845, device='cuda:0') (tensor(61.1412, device='cuda:0')) | > loss_gen: 2.9446284770965576 (2.801294196123458) | > loss_kl: 2.0357565879821777 (2.1288553302570903) | > loss_feat: 8.10741138458252 (8.48934278542042) | > loss_mel: 15.990436553955078 (15.124683838106145) | > loss_duration: 1.6111574172973633 (1.6016180985391475) | > amp_scaler: 128.0 (128.57853107344624) | > loss_1: 30.689388275146484 (30.145794268247098) | > grad_norm_1: tensor(579.1423, device='cuda:0') (tensor(950.7067, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.94 (0.9122058329609155) | > loader_time: 0.0146 (0.011405237650467186)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.296989679336548 (2.296989679336548) | > loss_disc_real_0: 0.14040854573249817 (0.14040854573249817) | > loss_disc_real_1: 0.1854643076658249 (0.1854643076658249) | > loss_disc_real_2: 0.18970198929309845 (0.18970198929309845) | > loss_disc_real_3: 0.2308443784713745 (0.2308443784713745) | > loss_disc_real_4: 0.21538181602954865 (0.21538181602954865) | > loss_disc_real_5: 0.21999260783195496 (0.21999260783195496) | > loss_0: 2.296989679336548 (2.296989679336548) | > loss_gen: 2.465911865234375 (2.465911865234375) | > loss_kl: 1.8852851390838623 (1.8852851390838623) | > loss_feat: 7.584861755371094 (7.584861755371094) | > loss_mel: 14.186479568481445 (14.186479568481445) | > loss_duration: 1.6616778373718262 (1.6616778373718262) | > loss_1: 27.784217834472656 (27.784217834472656)  --> STEP: 1 | > loss_disc: 2.4022905826568604 (2.4022905826568604) | > loss_disc_real_0: 0.1640915423631668 (0.1640915423631668) | > loss_disc_real_1: 0.20088635385036469 (0.20088635385036469) | > loss_disc_real_2: 0.2126317322254181 (0.2126317322254181) | > loss_disc_real_3: 0.24507741630077362 (0.24507741630077362) | > loss_disc_real_4: 0.20481730997562408 (0.20481730997562408) | > loss_disc_real_5: 0.21600820124149323 (0.21600820124149323) | > loss_0: 2.4022905826568604 (2.4022905826568604) | > loss_gen: 2.3683009147644043 (2.3683009147644043) | > loss_kl: 2.0730466842651367 (2.0730466842651367) | > loss_feat: 6.555601596832275 (6.555601596832275) | > loss_mel: 12.68607234954834 (12.68607234954834) | > loss_duration: 1.6847562789916992 (1.6847562789916992) | > loss_1: 25.367778778076172 (25.367778778076172)  --> STEP: 2 | > loss_disc: 2.3164072036743164 (2.3593488931655884) | > loss_disc_real_0: 0.15397684276103973 (0.15903419256210327) | > loss_disc_real_1: 0.19150657951831818 (0.19619646668434143) | > loss_disc_real_2: 0.18119075894355774 (0.19691124558448792) | > loss_disc_real_3: 0.24141651391983032 (0.24324696511030197) | > loss_disc_real_4: 0.23487447202205658 (0.21984589099884033) | > loss_disc_real_5: 0.23083657026290894 (0.22342238575220108) | > loss_0: 2.3164072036743164 (2.3593488931655884) | > loss_gen: 2.5019474029541016 (2.435124158859253) | > loss_kl: 2.1218857765197754 (2.097466230392456) | > loss_feat: 7.879577159881592 (7.217589378356934) | > loss_mel: 14.913372039794922 (13.79972219467163) | > loss_duration: 1.5859832763671875 (1.6353697776794434) | > loss_1: 29.002765655517578 (27.185272216796875)  --> STEP: 3 | > loss_disc: 2.194732189178467 (2.3044766585032144) | > loss_disc_real_0: 0.12958434224128723 (0.14921757578849792) | > loss_disc_real_1: 0.19114217162132263 (0.19451170166333517) | > loss_disc_real_2: 0.18790259957313538 (0.19390836358070374) | > loss_disc_real_3: 0.20689313113689423 (0.2311290204524994) | > loss_disc_real_4: 0.2240765541791916 (0.22125611205895743) | > loss_disc_real_5: 0.19375944137573242 (0.21353473762671152) | > loss_0: 2.194732189178467 (2.3044766585032144) | > loss_gen: 2.551001787185669 (2.473750034968058) | > loss_kl: 1.9897434711456299 (2.061558643976847) | > loss_feat: 7.995398998260498 (7.476859251658122) | > loss_mel: 15.544323921203613 (14.381256103515625) | > loss_duration: 1.6644169092178345 (1.645052154858907) | > loss_1: 29.74488639831543 (28.038476943969727)  --> STEP: 4 | > loss_disc: 2.2173502445220947 (2.2826950550079346) | > loss_disc_real_0: 0.12402646243572235 (0.14291979745030403) | > loss_disc_real_1: 0.19882388412952423 (0.19558974727988243) | > loss_disc_real_2: 0.18342359364032745 (0.19128717109560966) | > loss_disc_real_3: 0.21969819068908691 (0.22827131301164627) | > loss_disc_real_4: 0.21910250186920166 (0.22071770951151848) | > loss_disc_real_5: 0.21040940284729004 (0.21275340393185616) | > loss_0: 2.2173502445220947 (2.2826950550079346) | > loss_gen: 2.5647222995758057 (2.496493101119995) | > loss_kl: 1.8855282068252563 (2.0175510346889496) | > loss_feat: 8.188721656799316 (7.65482485294342) | > loss_mel: 15.05797004699707 (14.550434589385986) | > loss_duration: 1.7625946998596191 (1.674437791109085) | > loss_1: 29.459537506103516 (28.393742084503174)  --> STEP: 5 | > loss_disc: 2.1399102210998535 (2.2541380882263184) | > loss_disc_real_0: 0.11398006975650787 (0.1371318519115448) | > loss_disc_real_1: 0.15408970415592194 (0.18728973865509033) | > loss_disc_real_2: 0.2011706680059433 (0.1932638704776764) | > loss_disc_real_3: 0.18238502740859985 (0.21909405589103698) | > loss_disc_real_4: 0.15840688347816467 (0.20825554430484772) | > loss_disc_real_5: 0.26524969935417175 (0.22325266301631927) | > loss_0: 2.1399102210998535 (2.2541380882263184) | > loss_gen: 2.5625529289245605 (2.509705066680908) | > loss_kl: 1.927174687385559 (1.9994757652282715) | > loss_feat: 9.62460994720459 (8.048781871795654) | > loss_mel: 13.628958702087402 (14.36613941192627) | > loss_duration: 1.5190234184265137 (1.6433549165725707) | > loss_1: 29.26232147216797 (28.567457962036134) --> EVAL PERFORMANCE | > avg_loader_time: 0.1571037769317627 (+0.004029417037963862) | > avg_loss_disc: 2.2541380882263184 (-0.039569091796874734) | > avg_loss_disc_real_0: 0.1371318519115448 (+0.06327157318592072) | > avg_loss_disc_real_1: 0.18728973865509033 (-0.03573172092437746) | > avg_loss_disc_real_2: 0.1932638704776764 (-0.06373783946037292) | > avg_loss_disc_real_3: 0.21909405589103698 (-0.011435392498970048) | > avg_loss_disc_real_4: 0.20825554430484772 (-0.066766032576561) | > avg_loss_disc_real_5: 0.22325266301631927 (+0.005526751279830933) | > avg_loss_0: 2.2541380882263184 (-0.039569091796874734) | > avg_loss_gen: 2.509705066680908 (-0.1926619052886962) | > avg_loss_kl: 1.9994757652282715 (-0.09142456054687487) | > avg_loss_feat: 8.048781871795654 (+0.09246692657470668) | > avg_loss_mel: 14.36613941192627 (+0.32974262237548757) | > avg_loss_duration: 1.6433549165725707 (-0.007022547721862837) | > avg_loss_1: 28.567457962036134 (+0.1311016082763672)  > EPOCH: 124/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 22:17:19)   --> TIME: 2025-02-20 22:17:31 -- STEP: 11/924 -- GLOBAL_STEP: 160450 | > loss_disc: 2.199881076812744 (2.1726881807500664) | > loss_disc_real_0: 0.08042705804109573 (0.12876301326534964) | > loss_disc_real_1: 0.18703733384609222 (0.17991484295238147) | > loss_disc_real_2: 0.21291455626487732 (0.19693953476168893) | > loss_disc_real_3: 0.2432531863451004 (0.21040139279582284) | > loss_disc_real_4: 0.22217492759227753 (0.2035909498279745) | > loss_disc_real_5: 0.260399729013443 (0.2026548128236424) | > loss_0: 2.199881076812744 (2.1726881807500664) | > grad_norm_0: tensor(45.6063, device='cuda:0') (tensor(62.0313, device='cuda:0')) | > loss_gen: 2.9207959175109863 (2.8471321192654697) | > loss_kl: 2.063068389892578 (2.1478519439697266) | > loss_feat: 9.332921028137207 (8.77010492845015) | > loss_mel: 16.488525390625 (15.529598236083984) | > loss_duration: 1.613447666168213 (1.5859357010234485) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.418758392333984 (30.88062234358354) | > grad_norm_1: tensor(950.2658, device='cuda:0') (tensor(802.7275, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.9162 (0.9155642986297607) | > loader_time: 0.0131 (0.010837489908391779)  --> TIME: 2025-02-20 22:18:17 -- STEP: 61/924 -- GLOBAL_STEP: 160500 | > loss_disc: 2.2261104583740234 (2.2061927943933206) | > loss_disc_real_0: 0.1491209864616394 (0.12253878375545878) | > loss_disc_real_1: 0.21248719096183777 (0.18932209835677846) | > loss_disc_real_2: 0.1728820502758026 (0.20150156221428855) | > loss_disc_real_3: 0.20008741319179535 (0.20415574898485278) | > loss_disc_real_4: 0.20287446677684784 (0.20635179418032287) | > loss_disc_real_5: 0.23925144970417023 (0.2025908984121729) | > loss_0: 2.2261104583740234 (2.2061927943933206) | > grad_norm_0: tensor(59.5509, device='cuda:0') (tensor(62.5324, device='cuda:0')) | > loss_gen: 2.92470383644104 (2.8280096405842263) | > loss_kl: 2.2010390758514404 (2.1540010366283475) | > loss_feat: 8.631439208984375 (8.638649745065658) | > loss_mel: 14.756596565246582 (15.25340241291484) | > loss_duration: 1.6309044361114502 (1.6038401165946585) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.144683837890625 (30.4779028658007) | > grad_norm_1: tensor(1095.1305, device='cuda:0') (tensor(941.1168, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.8886 (0.9075348299057757) | > loader_time: 0.0118 (0.011222991787019323)  --> TIME: 2025-02-20 22:19:03 -- STEP: 111/924 -- GLOBAL_STEP: 160550 | > loss_disc: 2.2390944957733154 (2.2063847318425913) | > loss_disc_real_0: 0.15499021112918854 (0.12412720321266499) | > loss_disc_real_1: 0.17736534774303436 (0.1891633678932447) | > loss_disc_real_2: 0.19570742547512054 (0.2014200648477486) | > loss_disc_real_3: 0.20180591940879822 (0.20487272632014644) | > loss_disc_real_4: 0.1792619377374649 (0.2048952227777189) | > loss_disc_real_5: 0.22702212631702423 (0.20051062227906408) | > loss_0: 2.2390944957733154 (2.2063847318425913) | > grad_norm_0: tensor(88.9323, device='cuda:0') (tensor(62.2203, device='cuda:0')) | > loss_gen: 2.8231120109558105 (2.828811561739122) | > loss_kl: 2.075866937637329 (2.1439308626157745) | > loss_feat: 8.74266529083252 (8.606650073249059) | > loss_mel: 15.061331748962402 (15.178154584523794) | > loss_duration: 1.630548357963562 (1.6032373035276257) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.333524703979492 (30.360784444723045) | > grad_norm_1: tensor(1014.7258, device='cuda:0') (tensor(953.9179, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.8909 (0.9069509377350679) | > loader_time: 0.0113 (0.011255152590639956)  --> TIME: 2025-02-20 22:19:50 -- STEP: 161/924 -- GLOBAL_STEP: 160600 | > loss_disc: 2.152981996536255 (2.210048050613877) | > loss_disc_real_0: 0.12769630551338196 (0.12336019639457975) | > loss_disc_real_1: 0.18494127690792084 (0.189162088569647) | > loss_disc_real_2: 0.17925752699375153 (0.20182238019401247) | > loss_disc_real_3: 0.21414725482463837 (0.20506283576073853) | > loss_disc_real_4: 0.21350395679473877 (0.20586620854294818) | > loss_disc_real_5: 0.1636076271533966 (0.20165593218729358) | > loss_0: 2.152981996536255 (2.210048050613877) | > grad_norm_0: tensor(82.0907, device='cuda:0') (tensor(62.7844, device='cuda:0')) | > loss_gen: 2.79384708404541 (2.827283095128787) | > loss_kl: 2.283395528793335 (2.140762225441312) | > loss_feat: 9.228363990783691 (8.58694202707421) | > loss_mel: 15.60948657989502 (15.171788079398018) | > loss_duration: 1.639580488204956 (1.602916765657271) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.554672241210938 (30.32969233116008) | > grad_norm_1: tensor(1314.8232, device='cuda:0') (tensor(955.8270, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.8999 (0.9103515133354234) | > loader_time: 0.0166 (0.011230553159062167)  --> TIME: 2025-02-20 22:20:36 -- STEP: 211/924 -- GLOBAL_STEP: 160650 | > loss_disc: 2.2460763454437256 (2.2179780362341646) | > loss_disc_real_0: 0.13839313387870789 (0.12508746368978263) | > loss_disc_real_1: 0.1818564534187317 (0.18964928833511763) | > loss_disc_real_2: 0.16712640225887299 (0.2021056400938622) | > loss_disc_real_3: 0.18064171075820923 (0.20525097882295673) | > loss_disc_real_4: 0.17646430432796478 (0.2061682359019727) | > loss_disc_real_5: 0.17374718189239502 (0.20118158165877462) | > loss_0: 2.2460763454437256 (2.2179780362341646) | > grad_norm_0: tensor(97.3246, device='cuda:0') (tensor(64.1991, device='cuda:0')) | > loss_gen: 2.8220341205596924 (2.820687061237497) | > loss_kl: 2.1575305461883545 (2.139786405585952) | > loss_feat: 9.554400444030762 (8.557343173366027) | > loss_mel: 15.83789348602295 (15.152596717762156) | > loss_duration: 1.5757029056549072 (1.6019043176660042) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.947561264038086 (30.272317777877735) | > grad_norm_1: tensor(1321.1813, device='cuda:0') (tensor(956.8158, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.8641 (0.9099813558479056) | > loader_time: 0.0092 (0.011311818073146152)  --> TIME: 2025-02-20 22:21:22 -- STEP: 261/924 -- GLOBAL_STEP: 160700 | > loss_disc: 2.27376651763916 (2.220974257622642) | > loss_disc_real_0: 0.28471696376800537 (0.12699801110844497) | > loss_disc_real_1: 0.19103878736495972 (0.18998063438468504) | > loss_disc_real_2: 0.22026771306991577 (0.20225188530039517) | > loss_disc_real_3: 0.20340467989444733 (0.20539589283338452) | > loss_disc_real_4: 0.1990165114402771 (0.2066104312737783) | > loss_disc_real_5: 0.19128116965293884 (0.20092989327350336) | > loss_0: 2.27376651763916 (2.220974257622642) | > grad_norm_0: tensor(84.6140, device='cuda:0') (tensor(63.1028, device='cuda:0')) | > loss_gen: 2.8244452476501465 (2.8131766949576886) | > loss_kl: 2.088045835494995 (2.130418059012899) | > loss_feat: 7.923370838165283 (8.520334598205098) | > loss_mel: 13.66122055053711 (15.107024470508327) | > loss_duration: 1.5511116981506348 (1.6024281572108068) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.048194885253906 (30.17338206850249) | > grad_norm_1: tensor(969.2350, device='cuda:0') (tensor(961.2258, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.9275 (0.9094130819327987) | > loader_time: 0.0112 (0.011330527820806393)  --> TIME: 2025-02-20 22:22:09 -- STEP: 311/924 -- GLOBAL_STEP: 160750 | > loss_disc: 2.145137310028076 (2.2171303781282474) | > loss_disc_real_0: 0.062442198395729065 (0.12614274575970943) | > loss_disc_real_1: 0.21308007836341858 (0.18939751103951624) | > loss_disc_real_2: 0.16106587648391724 (0.20160253465750594) | > loss_disc_real_3: 0.24687615036964417 (0.2051335119453657) | > loss_disc_real_4: 0.20432285964488983 (0.20658479515954226) | > loss_disc_real_5: 0.19388586282730103 (0.20114814669756262) | > loss_0: 2.145137310028076 (2.2171303781282474) | > grad_norm_0: tensor(37.9945, device='cuda:0') (tensor(62.4233, device='cuda:0')) | > loss_gen: 2.978485107421875 (2.8142108349938098) | > loss_kl: 2.113175630569458 (2.1306334634302506) | > loss_feat: 9.455994606018066 (8.54621956816057) | > loss_mel: 15.87115478515625 (15.121604116016645) | > loss_duration: 1.6235308647155762 (1.6017716091928753) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.04233932495117 (30.214439711003443) | > grad_norm_1: tensor(1067.4354, device='cuda:0') (tensor(968.4752, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.9113 (0.9091900659910735) | > loader_time: 0.0117 (0.01130437927614071)  --> TIME: 2025-02-20 22:22:55 -- STEP: 361/924 -- GLOBAL_STEP: 160800 | > loss_disc: 2.321115016937256 (2.219590099894768) | > loss_disc_real_0: 0.1333279013633728 (0.12628683797664267) | > loss_disc_real_1: 0.18551450967788696 (0.18939368224540254) | > loss_disc_real_2: 0.21400927007198334 (0.20247936727597773) | > loss_disc_real_3: 0.20320865511894226 (0.20540084336933337) | > loss_disc_real_4: 0.1941252201795578 (0.20683387677260048) | > loss_disc_real_5: 0.19176916778087616 (0.20066278772506027) | > loss_0: 2.321115016937256 (2.219590099894768) | > grad_norm_0: tensor(70.9456, device='cuda:0') (tensor(62.1302, device='cuda:0')) | > loss_gen: 2.5481791496276855 (2.813808830821281) | > loss_kl: 2.214113235473633 (2.135910875579326) | > loss_feat: 8.009234428405762 (8.54866424359773) | > loss_mel: 14.45447826385498 (15.123424424359012) | > loss_duration: 1.5943254232406616 (1.601622111909607) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.820331573486328 (30.223430570142753) | > grad_norm_1: tensor(762.1431, device='cuda:0') (tensor(964.3672, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.9027 (0.9105768566976954) | > loader_time: 0.0109 (0.011287392011309598)  --> TIME: 2025-02-20 22:23:42 -- STEP: 411/924 -- GLOBAL_STEP: 160850 | > loss_disc: 2.267134428024292 (2.2208118978207994) | > loss_disc_real_0: 0.09556543827056885 (0.1261219943889447) | > loss_disc_real_1: 0.18131332099437714 (0.1895633131048106) | > loss_disc_real_2: 0.2057916224002838 (0.20272091607542803) | > loss_disc_real_3: 0.21795476973056793 (0.20606786458596696) | > loss_disc_real_4: 0.21303215622901917 (0.20713599171226618) | > loss_disc_real_5: 0.20387296378612518 (0.20068734706608338) | > loss_0: 2.267134428024292 (2.2208118978207994) | > grad_norm_0: tensor(58.3087, device='cuda:0') (tensor(62.7467, device='cuda:0')) | > loss_gen: 2.65317440032959 (2.8168668636730385) | > loss_kl: 2.0525882244110107 (2.1391566429114977) | > loss_feat: 7.605683326721191 (8.550738106098779) | > loss_mel: 13.25013542175293 (15.112199467754133) | > loss_duration: 1.597368597984314 (1.6018006923424934) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.15894889831543 (30.22076183049928) | > grad_norm_1: tensor(962.8306, device='cuda:0') (tensor(967.9431, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.9331 (0.9106308218916547) | > loader_time: 0.0116 (0.011301277327711566)  --> TIME: 2025-02-20 22:24:28 -- STEP: 461/924 -- GLOBAL_STEP: 160900 | > loss_disc: 2.2743606567382812 (2.2221456091212586) | > loss_disc_real_0: 0.14072495698928833 (0.12636332293879457) | > loss_disc_real_1: 0.18857744336128235 (0.18923225077657024) | > loss_disc_real_2: 0.2189289629459381 (0.20257071232718138) | > loss_disc_real_3: 0.1928083747625351 (0.20606569661364896) | > loss_disc_real_4: 0.21221327781677246 (0.20691897750805874) | > loss_disc_real_5: 0.18629810214042664 (0.20106436208763245) | > loss_0: 2.2743606567382812 (2.2221456091212586) | > grad_norm_0: tensor(63.0254, device='cuda:0') (tensor(62.1638, device='cuda:0')) | > loss_gen: 2.606386661529541 (2.811635034979034) | > loss_kl: 2.334284543991089 (2.1395365361794974) | > loss_feat: 8.467748641967773 (8.551556534467183) | > loss_mel: 14.769177436828613 (15.122305030160767) | > loss_duration: 1.5887534618377686 (1.6013204063614122) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.76634979248047 (30.22635357705735) | > grad_norm_1: tensor(711.5671, device='cuda:0') (tensor(944.1934, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.9277 (0.9108744764017697) | > loader_time: 0.0141 (0.011301209249103408)  --> TIME: 2025-02-20 22:25:15 -- STEP: 511/924 -- GLOBAL_STEP: 160950 | > loss_disc: 2.122659206390381 (2.2244907279303843) | > loss_disc_real_0: 0.05998959764838219 (0.12781258885349564) | > loss_disc_real_1: 0.18871408700942993 (0.1889926328409442) | > loss_disc_real_2: 0.19462454319000244 (0.20249022593003663) | > loss_disc_real_3: 0.1951451152563095 (0.2058746035259997) | > loss_disc_real_4: 0.2215930074453354 (0.2069765471665593) | > loss_disc_real_5: 0.17015671730041504 (0.2015681233541373) | > loss_0: 2.122659206390381 (2.2244907279303843) | > grad_norm_0: tensor(54.0257, device='cuda:0') (tensor(61.4937, device='cuda:0')) | > loss_gen: 2.8486168384552 (2.808130382325083) | > loss_kl: 2.1362154483795166 (2.1416143057630945) | > loss_feat: 8.897175788879395 (8.547125472947807) | > loss_mel: 15.386710166931152 (15.13131521079405) | > loss_duration: 1.6110587120056152 (1.6012668056730652) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.879777908325195 (30.22945221902806) | > grad_norm_1: tensor(976.9948, device='cuda:0') (tensor(923.7538, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.9282 (0.9119279277301348) | > loader_time: 0.0107 (0.01128848518177488)  --> TIME: 2025-02-20 22:26:01 -- STEP: 561/924 -- GLOBAL_STEP: 161000 | > loss_disc: 2.1740665435791016 (2.2250292118432893) | > loss_disc_real_0: 0.08783956617116928 (0.12787978401583583) | > loss_disc_real_1: 0.19627821445465088 (0.1890977151200521) | > loss_disc_real_2: 0.19626542925834656 (0.20246004742203333) | > loss_disc_real_3: 0.2313050627708435 (0.2059251348124468) | > loss_disc_real_4: 0.18812675774097443 (0.20666251970378682) | > loss_disc_real_5: 0.20327605307102203 (0.20173477961842806) | > loss_0: 2.1740665435791016 (2.2250292118432893) | > grad_norm_0: tensor(65.6705, device='cuda:0') (tensor(60.8712, device='cuda:0')) | > loss_gen: 2.897548198699951 (2.805161884549253) | > loss_kl: 2.1312620639801025 (2.1387537229082376) | > loss_feat: 8.501287460327148 (8.533133734568764) | > loss_mel: 14.06716537475586 (15.121871113564666) | > loss_duration: 1.5777993202209473 (1.6011612636307768) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.17506217956543 (30.200081779357586) | > grad_norm_1: tensor(1104.7048, device='cuda:0') (tensor(922.9070, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.9056 (0.9120138562724339) | > loader_time: 0.0111 (0.011263158869615854) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_161000.pth  --> TIME: 2025-02-20 22:26:50 -- STEP: 611/924 -- GLOBAL_STEP: 161050 | > loss_disc: 2.263129234313965 (2.221380190061079) | > loss_disc_real_0: 0.13597829639911652 (0.1274621318263626) | > loss_disc_real_1: 0.2217652052640915 (0.1887024424226311) | > loss_disc_real_2: 0.18999825417995453 (0.20209664150267687) | > loss_disc_real_3: 0.2332775890827179 (0.20563437288502037) | > loss_disc_real_4: 0.2192705273628235 (0.20651223433681085) | > loss_disc_real_5: 0.25847622752189636 (0.20142722473694727) | > loss_0: 2.263129234313965 (2.221380190061079) | > grad_norm_0: tensor(41.0886, device='cuda:0') (tensor(60.8023, device='cuda:0')) | > loss_gen: 2.9358561038970947 (2.8106881526410072) | > loss_kl: 2.068070888519287 (2.1375814258759602) | > loss_feat: 8.81179428100586 (8.551557775800239) | > loss_mel: 14.807560920715332 (15.126505769020993) | > loss_duration: 1.5970145463943481 (1.6007591269410386) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.220298767089844 (30.227092333979382) | > grad_norm_1: tensor(760.5368, device='cuda:0') (tensor(924.1423, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.8948 (0.9120233987630292) | > loader_time: 0.0104 (0.011260715522079344)  --> TIME: 2025-02-20 22:27:37 -- STEP: 661/924 -- GLOBAL_STEP: 161100 | > loss_disc: 2.297323226928711 (2.2197714407397107) | > loss_disc_real_0: 0.1573355793952942 (0.12704837427061738) | > loss_disc_real_1: 0.17844267189502716 (0.18860795530356725) | > loss_disc_real_2: 0.2018309235572815 (0.20190222942342195) | > loss_disc_real_3: 0.21693232655525208 (0.20538517519403335) | > loss_disc_real_4: 0.21068842709064484 (0.20660735903457136) | > loss_disc_real_5: 0.1915738880634308 (0.2013263893560274) | > loss_0: 2.297323226928711 (2.2197714407397107) | > grad_norm_0: tensor(97.7264, device='cuda:0') (tensor(60.3604, device='cuda:0')) | > loss_gen: 2.7862188816070557 (2.8119412752575643) | > loss_kl: 2.375744581222534 (2.137975287689922) | > loss_feat: 8.500848770141602 (8.558354774509718) | > loss_mel: 14.873235702514648 (15.127749067932683) | > loss_duration: 1.6029256582260132 (1.6006804738932046) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.138973236083984 (30.236700955389487) | > grad_norm_1: tensor(571.8803, device='cuda:0') (tensor(928.4840, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.9154 (0.9119898930259623) | > loader_time: 0.0116 (0.011284701221829644)  --> TIME: 2025-02-20 22:28:23 -- STEP: 711/924 -- GLOBAL_STEP: 161150 | > loss_disc: 2.3042027950286865 (2.222061704147381) | > loss_disc_real_0: 0.06515878438949585 (0.1274926903514839) | > loss_disc_real_1: 0.19529445469379425 (0.18866994245562038) | > loss_disc_real_2: 0.19149641692638397 (0.20242880766820975) | > loss_disc_real_3: 0.19409526884555817 (0.20547963050095844) | > loss_disc_real_4: 0.1970246136188507 (0.2068142505511955) | > loss_disc_real_5: 0.20597797632217407 (0.2012875357383414) | > loss_0: 2.3042027950286865 (2.222061704147381) | > grad_norm_0: tensor(73.3653, device='cuda:0') (tensor(60.2980, device='cuda:0')) | > loss_gen: 2.8728413581848145 (2.811659974555594) | > loss_kl: 2.137117624282837 (2.140765906721561) | > loss_feat: 9.189764976501465 (8.55392065396959) | > loss_mel: 16.694896697998047 (15.12152971463532) | > loss_duration: 1.6080129146575928 (1.6005258124253585) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.50263214111328 (30.22840212568452) | > grad_norm_1: tensor(1168.1553, device='cuda:0') (tensor(929.1853, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.8799 (0.9120658050944869) | > loader_time: 0.0098 (0.011301681797548013)  --> TIME: 2025-02-20 22:29:10 -- STEP: 761/924 -- GLOBAL_STEP: 161200 | > loss_disc: 2.338245391845703 (2.2233543621569503) | > loss_disc_real_0: 0.15921348333358765 (0.1279925325011613) | > loss_disc_real_1: 0.20994824171066284 (0.1886181434060835) | > loss_disc_real_2: 0.21519383788108826 (0.2023218364776669) | > loss_disc_real_3: 0.20551443099975586 (0.20552457359946197) | > loss_disc_real_4: 0.17973852157592773 (0.20702005678031501) | > loss_disc_real_5: 0.20700164139270782 (0.2013891436619765) | > loss_0: 2.338245391845703 (2.2233543621569503) | > grad_norm_0: tensor(64.2680, device='cuda:0') (tensor(59.5476, device='cuda:0')) | > loss_gen: 2.6236259937286377 (2.808166059965217) | > loss_kl: 2.3400776386260986 (2.141740568050729) | > loss_feat: 8.377730369567871 (8.54690848261548) | > loss_mel: 15.350266456604004 (15.130881202988492) | > loss_duration: 1.603455662727356 (1.6007310343164651) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.295156478881836 (30.22842740072684) | > grad_norm_1: tensor(1328.2161, device='cuda:0') (tensor(919.4359, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.89 (0.9126829743855259) | > loader_time: 0.01 (0.011318253468276631)  --> TIME: 2025-02-20 22:29:56 -- STEP: 811/924 -- GLOBAL_STEP: 161250 | > loss_disc: 2.0607078075408936 (2.224476374033492) | > loss_disc_real_0: 0.13101981580257416 (0.12836552153625133) | > loss_disc_real_1: 0.1664736419916153 (0.18861474556120345) | > loss_disc_real_2: 0.20086708664894104 (0.20229635776265187) | > loss_disc_real_3: 0.1674232929944992 (0.2055171549724445) | > loss_disc_real_4: 0.17792779207229614 (0.20695549396639534) | > loss_disc_real_5: 0.20967692136764526 (0.201470489658498) | > loss_0: 2.0607078075408936 (2.224476374033492) | > grad_norm_0: tensor(53.9016, device='cuda:0') (tensor(59.4569, device='cuda:0')) | > loss_gen: 2.88777494430542 (2.8053072918799016) | > loss_kl: 2.2315595149993896 (2.1418847986273053) | > loss_feat: 8.857409477233887 (8.531027782125026) | > loss_mel: 15.080863952636719 (15.117000483408221) | > loss_duration: 1.5772327184677124 (1.600788139091614) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.634841918945312 (30.19600855760304) | > grad_norm_1: tensor(1168.2632, device='cuda:0') (tensor(922.6409, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.9208 (0.9124190098848355) | > loader_time: 0.0114 (0.011318735364920991)  --> TIME: 2025-02-20 22:30:42 -- STEP: 861/924 -- GLOBAL_STEP: 161300 | > loss_disc: 2.1558737754821777 (2.2252361899053565) | > loss_disc_real_0: 0.10441552102565765 (0.1289296197844508) | > loss_disc_real_1: 0.20184476673603058 (0.18871641673069797) | > loss_disc_real_2: 0.20500978827476501 (0.20223188209893672) | > loss_disc_real_3: 0.1736297756433487 (0.2055569284019016) | > loss_disc_real_4: 0.22904789447784424 (0.2068759495442198) | > loss_disc_real_5: 0.1489163190126419 (0.2014013837404229) | > loss_0: 2.1558737754821777 (2.2252361899053565) | > grad_norm_0: tensor(24.9858, device='cuda:0') (tensor(59.2707, device='cuda:0')) | > loss_gen: 2.700839042663574 (2.8040677144275454) | > loss_kl: 1.9646492004394531 (2.1417075635110323) | > loss_feat: 8.72801685333252 (8.52572643410729) | > loss_mel: 15.847749710083008 (15.114517329323444) | > loss_duration: 1.637671947479248 (1.6006655641826049) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.878929138183594 (30.186684671594705) | > grad_norm_1: tensor(476.5306, device='cuda:0') (tensor(918.3702, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.8932 (0.9120113237671182) | > loader_time: 0.0113 (0.01129751947560238)  --> TIME: 2025-02-20 22:31:28 -- STEP: 911/924 -- GLOBAL_STEP: 161350 | > loss_disc: 2.192732095718384 (2.224382127024861) | > loss_disc_real_0: 0.0816468894481659 (0.1289459636596437) | > loss_disc_real_1: 0.1924850046634674 (0.18858303612202373) | > loss_disc_real_2: 0.1904667764902115 (0.20203212899708983) | > loss_disc_real_3: 0.23256061971187592 (0.20561204737810873) | > loss_disc_real_4: 0.22274447977542877 (0.20675821972011074) | > loss_disc_real_5: 0.2078867107629776 (0.2013949864389606) | > loss_0: 2.192732095718384 (2.224382127024861) | > grad_norm_0: tensor(42.7146, device='cuda:0') (tensor(59.1586, device='cuda:0')) | > loss_gen: 2.833758592605591 (2.8044612734822887) | > loss_kl: 2.0246591567993164 (2.1423696859215293) | > loss_feat: 8.475334167480469 (8.528746946190356) | > loss_mel: 15.404324531555176 (15.122052052410975) | > loss_duration: 1.558687448501587 (1.6004705056139195) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.296764373779297 (30.19810052237317) | > grad_norm_1: tensor(1001.9404, device='cuda:0') (tensor(920.8748, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.9174 (0.9113090951670407) | > loader_time: 0.0108 (0.01129276613765176)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.261776924133301 (2.261776924133301) | > loss_disc_real_0: 0.09362617135047913 (0.09362617135047913) | > loss_disc_real_1: 0.20222970843315125 (0.20222970843315125) | > loss_disc_real_2: 0.23785188794136047 (0.23785188794136047) | > loss_disc_real_3: 0.22757947444915771 (0.22757947444915771) | > loss_disc_real_4: 0.20483538508415222 (0.20483538508415222) | > loss_disc_real_5: 0.24493935704231262 (0.24493935704231262) | > loss_0: 2.261776924133301 (2.261776924133301) | > loss_gen: 2.6902313232421875 (2.6902313232421875) | > loss_kl: 2.0577611923217773 (2.0577611923217773) | > loss_feat: 8.154257774353027 (8.154257774353027) | > loss_mel: 14.546907424926758 (14.546907424926758) | > loss_duration: 1.669924020767212 (1.669924020767212) | > loss_1: 29.119081497192383 (29.119081497192383)  --> STEP: 1 | > loss_disc: 2.4091765880584717 (2.4091765880584717) | > loss_disc_real_0: 0.11843513697385788 (0.11843513697385788) | > loss_disc_real_1: 0.22902017831802368 (0.22902017831802368) | > loss_disc_real_2: 0.24556732177734375 (0.24556732177734375) | > loss_disc_real_3: 0.23758000135421753 (0.23758000135421753) | > loss_disc_real_4: 0.22122995555400848 (0.22122995555400848) | > loss_disc_real_5: 0.22547928988933563 (0.22547928988933563) | > loss_0: 2.4091765880584717 (2.4091765880584717) | > loss_gen: 2.4602231979370117 (2.4602231979370117) | > loss_kl: 2.187598943710327 (2.187598943710327) | > loss_feat: 7.372486114501953 (7.372486114501953) | > loss_mel: 13.048253059387207 (13.048253059387207) | > loss_duration: 1.6862099170684814 (1.6862099170684814) | > loss_1: 26.754772186279297 (26.754772186279297)  --> STEP: 2 | > loss_disc: 2.3352270126342773 (2.3722018003463745) | > loss_disc_real_0: 0.09826305508613586 (0.10834909602999687) | > loss_disc_real_1: 0.2188483029603958 (0.22393424063920975) | > loss_disc_real_2: 0.2695348858833313 (0.2575511038303375) | > loss_disc_real_3: 0.23225568234920502 (0.23491784185171127) | > loss_disc_real_4: 0.20867915451526642 (0.21495455503463745) | > loss_disc_real_5: 0.2592410445213318 (0.2423601672053337) | > loss_0: 2.3352270126342773 (2.3722018003463745) | > loss_gen: 2.6754775047302246 (2.567850351333618) | > loss_kl: 2.209144353866577 (2.198371648788452) | > loss_feat: 8.284403800964355 (7.828444957733154) | > loss_mel: 14.622458457946777 (13.835355758666992) | > loss_duration: 1.5678229331970215 (1.6270164251327515) | > loss_1: 29.35930824279785 (28.057040214538574)  --> STEP: 3 | > loss_disc: 2.3666887283325195 (2.3703641096750894) | > loss_disc_real_0: 0.10904225707054138 (0.10858014971017838) | > loss_disc_real_1: 0.22234901785850525 (0.22340583304564157) | > loss_disc_real_2: 0.2641775906085968 (0.25975993275642395) | > loss_disc_real_3: 0.25309497117996216 (0.24097688496112823) | > loss_disc_real_4: 0.2336941361427307 (0.22120108207066855) | > loss_disc_real_5: 0.24309197068214417 (0.24260410169760385) | > loss_0: 2.3666887283325195 (2.3703641096750894) | > loss_gen: 2.667527914047241 (2.6010762055714927) | > loss_kl: 2.0710763931274414 (2.1559398969014487) | > loss_feat: 7.544198036193848 (7.733695983886719) | > loss_mel: 14.223101615905762 (13.964604377746582) | > loss_duration: 1.6776401996612549 (1.6438910166422527) | > loss_1: 28.183544158935547 (28.09920819600423)  --> STEP: 4 | > loss_disc: 2.27941632270813 (2.3476271629333496) | > loss_disc_real_0: 0.08387742936611176 (0.10240446962416172) | > loss_disc_real_1: 0.21432562172412872 (0.22113578021526337) | > loss_disc_real_2: 0.25577083230018616 (0.2587626576423645) | > loss_disc_real_3: 0.2779969573020935 (0.25023190304636955) | > loss_disc_real_4: 0.2085621953010559 (0.21804136037826538) | > loss_disc_real_5: 0.2582996189594269 (0.24652798101305962) | > loss_0: 2.27941632270813 (2.3476271629333496) | > loss_gen: 2.8132734298706055 (2.6541255116462708) | > loss_kl: 2.0045530796051025 (2.118093192577362) | > loss_feat: 8.780128479003906 (7.995304107666016) | > loss_mel: 15.380867004394531 (14.31867003440857) | > loss_duration: 1.7750654220581055 (1.6766846179962158) | > loss_1: 30.753887176513672 (28.762877941131592)  --> STEP: 5 | > loss_disc: 1.9077208042144775 (2.2596458911895754) | > loss_disc_real_0: 0.02742677740752697 (0.08740893118083477) | > loss_disc_real_1: 0.21854403614997864 (0.2206174314022064) | > loss_disc_real_2: 0.2773798704147339 (0.2624861001968384) | > loss_disc_real_3: 0.2210872620344162 (0.24440297484397888) | > loss_disc_real_4: 0.16359519958496094 (0.2071521282196045) | > loss_disc_real_5: 0.2723246216773987 (0.2516873091459274) | > loss_0: 1.9077208042144775 (2.2596458911895754) | > loss_gen: 3.4889941215515137 (2.8210992336273195) | > loss_kl: 2.5043039321899414 (2.195335340499878) | > loss_feat: 10.933684349060059 (8.582980155944824) | > loss_mel: 17.53663444519043 (14.962262916564942) | > loss_duration: 1.5239064693450928 (1.6461289882659913) | > loss_1: 35.98752212524414 (30.2078067779541) --> EVAL PERFORMANCE | > avg_loader_time: 0.1585254192352295 (+0.001421642303466808) | > avg_loss_disc: 2.2596458911895754 (+0.005507802963256925) | > avg_loss_disc_real_0: 0.08740893118083477 (-0.04972292073071004) | > avg_loss_disc_real_1: 0.2206174314022064 (+0.03332769274711608) | > avg_loss_disc_real_2: 0.2624861001968384 (+0.06922222971916198) | > avg_loss_disc_real_3: 0.24440297484397888 (+0.025308918952941906) | > avg_loss_disc_real_4: 0.2071521282196045 (-0.001103416085243225) | > avg_loss_disc_real_5: 0.2516873091459274 (+0.028434646129608138) | > avg_loss_0: 2.2596458911895754 (+0.005507802963256925) | > avg_loss_gen: 2.8210992336273195 (+0.3113941669464113) | > avg_loss_kl: 2.195335340499878 (+0.19585957527160658) | > avg_loss_feat: 8.582980155944824 (+0.5341982841491699) | > avg_loss_mel: 14.962262916564942 (+0.5961235046386726) | > avg_loss_duration: 1.6461289882659913 (+0.002774071693420588) | > avg_loss_1: 30.2078067779541 (+1.6403488159179673)  > EPOCH: 125/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 22:31:48)   --> TIME: 2025-02-20 22:32:25 -- STEP: 37/924 -- GLOBAL_STEP: 161400 | > loss_disc: 2.365856409072876 (2.286919097642641) | > loss_disc_real_0: 0.13579246401786804 (0.13526279479265213) | > loss_disc_real_1: 0.18772928416728973 (0.1959774244476009) | > loss_disc_real_2: 0.1983496993780136 (0.2064752300848832) | > loss_disc_real_3: 0.23218123614788055 (0.20816481838355194) | > loss_disc_real_4: 0.18553245067596436 (0.2093706819656733) | > loss_disc_real_5: 0.2537320852279663 (0.20887858279653498) | > loss_0: 2.365856409072876 (2.286919097642641) | > grad_norm_0: tensor(59.8287, device='cuda:0') (tensor(68.2079, device='cuda:0')) | > loss_gen: 2.7580130100250244 (2.7207641021625415) | > loss_kl: 2.203172206878662 (2.198339075655551) | > loss_feat: 8.89548110961914 (8.1799189464466) | > loss_mel: 15.249290466308594 (14.781927005664722) | > loss_duration: 1.6187362670898438 (1.6015844409530227) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.724693298339844 (29.482533996169632) | > grad_norm_1: tensor(816.5620, device='cuda:0') (tensor(782.6551, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.8996 (0.9099606243339745) | > loader_time: 0.0112 (0.011370768418183198)  --> TIME: 2025-02-20 22:33:11 -- STEP: 87/924 -- GLOBAL_STEP: 161450 | > loss_disc: 2.455014705657959 (2.2497762126484138) | > loss_disc_real_0: 0.11589375138282776 (0.12878666869525257) | > loss_disc_real_1: 0.22490426898002625 (0.19316159171619635) | > loss_disc_real_2: 0.2350820004940033 (0.20285420839128823) | > loss_disc_real_3: 0.21726298332214355 (0.2059584749841142) | > loss_disc_real_4: 0.21952299773693085 (0.2088052647552271) | > loss_disc_real_5: 0.24724137783050537 (0.20656543199358315) | > loss_0: 2.455014705657959 (2.2497762126484138) | > grad_norm_0: tensor(35.7525, device='cuda:0') (tensor(63.5540, device='cuda:0')) | > loss_gen: 2.6249473094940186 (2.8009605106266062) | > loss_kl: 2.0537612438201904 (2.1766988902256412) | > loss_feat: 6.653587341308594 (8.434592707403779) | > loss_mel: 13.708841323852539 (15.03423742316235) | > loss_duration: 1.6227524280548096 (1.6006164180821383) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.663890838623047 (30.04710613996133) | > grad_norm_1: tensor(679.2904, device='cuda:0') (tensor(880.0483, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.8579 (0.9132318907770617) | > loader_time: 0.0096 (0.011528138456673458)  --> TIME: 2025-02-20 22:33:57 -- STEP: 137/924 -- GLOBAL_STEP: 161500 | > loss_disc: 2.350531578063965 (2.2588069438934317) | > loss_disc_real_0: 0.16415750980377197 (0.1329225119828743) | > loss_disc_real_1: 0.18327128887176514 (0.19267921497787002) | > loss_disc_real_2: 0.22396306693553925 (0.20320942095161354) | > loss_disc_real_3: 0.20260249078273773 (0.2065357289610118) | > loss_disc_real_4: 0.21987150609493256 (0.20947078283685838) | > loss_disc_real_5: 0.19969886541366577 (0.20768817302084316) | > loss_0: 2.350531578063965 (2.2588069438934317) | > grad_norm_0: tensor(72.0592, device='cuda:0') (tensor(59.6674, device='cuda:0')) | > loss_gen: 2.5480940341949463 (2.778989217577189) | > loss_kl: 2.0934910774230957 (2.1687972067046366) | > loss_feat: 7.235122203826904 (8.43836147419728) | > loss_mel: 13.697748184204102 (15.08772515902554) | > loss_duration: 1.6063728332519531 (1.600732008906176) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.180828094482422 (30.074605120359546) | > grad_norm_1: tensor(1301.2089, device='cuda:0') (tensor(872.6684, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.8932 (0.9097996297543937) | > loader_time: 0.0103 (0.011372073723451935)  --> TIME: 2025-02-20 22:34:43 -- STEP: 187/924 -- GLOBAL_STEP: 161550 | > loss_disc: 2.4110066890716553 (2.2492159381907255) | > loss_disc_real_0: 0.13456115126609802 (0.1325308320555776) | > loss_disc_real_1: 0.22359490394592285 (0.19073507181782137) | > loss_disc_real_2: 0.25037309527397156 (0.202511129452583) | > loss_disc_real_3: 0.23437154293060303 (0.20644745278485963) | > loss_disc_real_4: 0.2342618703842163 (0.20838779027767998) | > loss_disc_real_5: 0.27018824219703674 (0.20666281360993402) | > loss_0: 2.4110066890716553 (2.2492159381907255) | > grad_norm_0: tensor(53.0849, device='cuda:0') (tensor(59.5363, device='cuda:0')) | > loss_gen: 2.614201784133911 (2.786248782101798) | > loss_kl: 2.3725106716156006 (2.161251824169875) | > loss_feat: 8.256524085998535 (8.452816800000196) | > loss_mel: 15.849977493286133 (15.105508697224174) | > loss_duration: 1.6017730236053467 (1.5994533172903214) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.69498634338379 (30.10527945329799) | > grad_norm_1: tensor(244.0858, device='cuda:0') (tensor(885.9741, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.8831 (0.9092632818987025) | > loader_time: 0.0123 (0.011350511867094803)  --> TIME: 2025-02-20 22:35:30 -- STEP: 237/924 -- GLOBAL_STEP: 161600 | > loss_disc: 2.3250160217285156 (2.25476426514895) | > loss_disc_real_0: 0.19775988161563873 (0.13409713619557614) | > loss_disc_real_1: 0.23108775913715363 (0.19105038631565963) | > loss_disc_real_2: 0.19679172337055206 (0.20265954996966112) | > loss_disc_real_3: 0.21299460530281067 (0.2065851665121594) | > loss_disc_real_4: 0.2285284847021103 (0.20859552486033378) | > loss_disc_real_5: 0.1980118453502655 (0.2060579680818042) | > loss_0: 2.3250160217285156 (2.25476426514895) | > grad_norm_0: tensor(88.7492, device='cuda:0') (tensor(60.1982, device='cuda:0')) | > loss_gen: 2.732800006866455 (2.7787969917184685) | > loss_kl: 2.0969014167785645 (2.1634552443580803) | > loss_feat: 8.315789222717285 (8.427923576741284) | > loss_mel: 15.113102912902832 (15.121362219379924) | > loss_duration: 1.588276743888855 (1.6009909618755935) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.84687042236328 (30.092529039342693) | > grad_norm_1: tensor(656.5552, device='cuda:0') (tensor(887.4760, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.9152 (0.9101739513220163) | > loader_time: 0.0106 (0.011301655306594782)  --> TIME: 2025-02-20 22:36:16 -- STEP: 287/924 -- GLOBAL_STEP: 161650 | > loss_disc: 2.1134774684906006 (2.2519005308583204) | > loss_disc_real_0: 0.14519727230072021 (0.1354779265301776) | > loss_disc_real_1: 0.19615738093852997 (0.19039278848661362) | > loss_disc_real_2: 0.2307491898536682 (0.20242067688641235) | > loss_disc_real_3: 0.18185284733772278 (0.20598404602722015) | > loss_disc_real_4: 0.19233833253383636 (0.20806893052124395) | > loss_disc_real_5: 0.1825285106897354 (0.20553906910926206) | > loss_0: 2.1134774684906006 (2.2519005308583204) | > grad_norm_0: tensor(53.3527, device='cuda:0') (tensor(59.6395, device='cuda:0')) | > loss_gen: 2.9919862747192383 (2.775425346886238) | > loss_kl: 2.2570645809173584 (2.1573389216167183) | > loss_feat: 8.840970039367676 (8.42601738740343) | > loss_mel: 15.109469413757324 (15.108329144919791) | > loss_duration: 1.528972864151001 (1.6015867268997617) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.72846221923828 (30.068697560539643) | > grad_norm_1: tensor(705.2153, device='cuda:0') (tensor(886.4861, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.9341 (0.9102002029219571) | > loader_time: 0.0114 (0.011348913770934842)  --> TIME: 2025-02-20 22:37:03 -- STEP: 337/924 -- GLOBAL_STEP: 161700 | > loss_disc: 2.201885938644409 (2.2532094204107427) | > loss_disc_real_0: 0.13328978419303894 (0.13586661083629295) | > loss_disc_real_1: 0.1749729961156845 (0.19064843986260785) | > loss_disc_real_2: 0.2011067122220993 (0.20262089274403602) | > loss_disc_real_3: 0.2020977884531021 (0.20621663331985482) | > loss_disc_real_4: 0.19897238910198212 (0.20754065238580505) | > loss_disc_real_5: 0.2089354544878006 (0.20561733342242874) | > loss_0: 2.201885938644409 (2.2532094204107427) | > grad_norm_0: tensor(44.3349, device='cuda:0') (tensor(58.1943, device='cuda:0')) | > loss_gen: 2.6316912174224854 (2.773296499818295) | > loss_kl: 2.42557692527771 (2.160613477053204) | > loss_feat: 8.18128776550293 (8.436704768625138) | > loss_mel: 14.412983894348145 (15.113843371677115) | > loss_duration: 1.5640945434570312 (1.6021624262325842) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.215633392333984 (30.086620591160806) | > grad_norm_1: tensor(271.5720, device='cuda:0') (tensor(864.7215, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.9134 (0.910525266777514) | > loader_time: 0.0097 (0.01135168655689816)  --> TIME: 2025-02-20 22:37:49 -- STEP: 387/924 -- GLOBAL_STEP: 161750 | > loss_disc: 2.161344528198242 (2.2488289427695642) | > loss_disc_real_0: 0.23173704743385315 (0.1350205923582232) | > loss_disc_real_1: 0.192759707570076 (0.19023054572500925) | > loss_disc_real_2: 0.20357611775398254 (0.2023841686335029) | > loss_disc_real_3: 0.1933661550283432 (0.20623961938136007) | > loss_disc_real_4: 0.22160029411315918 (0.20755079477178343) | > loss_disc_real_5: 0.20030958950519562 (0.20531422589022363) | > loss_0: 2.161344528198242 (2.2488289427695642) | > grad_norm_0: tensor(99.4595, device='cuda:0') (tensor(57.9718, device='cuda:0')) | > loss_gen: 3.187288284301758 (2.776749236947187) | > loss_kl: 1.9567879438400269 (2.1550123106293593) | > loss_feat: 10.001526832580566 (8.443532994243213) | > loss_mel: 16.82071304321289 (15.112275766771893) | > loss_duration: 1.6207586526870728 (1.6022062375563983) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.587074279785156 (30.089776529514204) | > grad_norm_1: tensor(1164.7280, device='cuda:0') (tensor(883.0152, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.9384 (0.9108800629312678) | > loader_time: 0.0118 (0.011390275733415462)  --> TIME: 2025-02-20 22:38:36 -- STEP: 437/924 -- GLOBAL_STEP: 161800 | > loss_disc: 2.2873823642730713 (2.2450935076794294) | > loss_disc_real_0: 0.2446497678756714 (0.13382871788276407) | > loss_disc_real_1: 0.18789725005626678 (0.18992260637217856) | > loss_disc_real_2: 0.22332198917865753 (0.20229226163241082) | > loss_disc_real_3: 0.19334492087364197 (0.20611896981363717) | > loss_disc_real_4: 0.19913500547409058 (0.20728878782597504) | > loss_disc_real_5: 0.20110899209976196 (0.20476095170396413) | > loss_0: 2.2873823642730713 (2.2450935076794294) | > grad_norm_0: tensor(103.6871, device='cuda:0') (tensor(57.9474, device='cuda:0')) | > loss_gen: 2.9573163986206055 (2.7753109446379325) | > loss_kl: 2.426563024520874 (2.1539876927500177) | > loss_feat: 8.67770767211914 (8.431271627238461) | > loss_mel: 15.011579513549805 (15.085459643697847) | > loss_duration: 1.5972375869750977 (1.602451913689585) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.67040252685547 (30.048481799372272) | > grad_norm_1: tensor(885.0356, device='cuda:0') (tensor(891.0781, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.8865 (0.9114968487545336) | > loader_time: 0.0105 (0.011401525078430865)  --> TIME: 2025-02-20 22:39:22 -- STEP: 487/924 -- GLOBAL_STEP: 161850 | > loss_disc: 2.3280110359191895 (2.244233220999245) | > loss_disc_real_0: 0.07597054541110992 (0.13335313722950226) | > loss_disc_real_1: 0.19965603947639465 (0.18994923808001885) | > loss_disc_real_2: 0.21080680191516876 (0.20216450306301978) | > loss_disc_real_3: 0.23964719474315643 (0.20640721109368723) | > loss_disc_real_4: 0.21053855121135712 (0.2072780892038737) | > loss_disc_real_5: 0.2557978630065918 (0.20476623610794173) | > loss_0: 2.3280110359191895 (2.244233220999245) | > grad_norm_0: tensor(49.9604, device='cuda:0') (tensor(57.3494, device='cuda:0')) | > loss_gen: 2.625680446624756 (2.7741351465424935) | > loss_kl: 2.0960371494293213 (2.1530187418818225) | > loss_feat: 8.360824584960938 (8.432778374125578) | > loss_mel: 14.946152687072754 (15.070486748243015) | > loss_duration: 1.5854214429855347 (1.6022298465764009) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.614116668701172 (30.03264883852103) | > grad_norm_1: tensor(481.0204, device='cuda:0') (tensor(891.8353, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.8912 (0.9114162995340398) | > loader_time: 0.0109 (0.011407054180482077)  --> TIME: 2025-02-20 22:40:08 -- STEP: 537/924 -- GLOBAL_STEP: 161900 | > loss_disc: 2.1364519596099854 (2.243484080170785) | > loss_disc_real_0: 0.08923391252756119 (0.13345146478887374) | > loss_disc_real_1: 0.17845885455608368 (0.18999691374142083) | > loss_disc_real_2: 0.20979470014572144 (0.20210165273765834) | > loss_disc_real_3: 0.2062121033668518 (0.20643588670250207) | > loss_disc_real_4: 0.22127702832221985 (0.20732904210325948) | > loss_disc_real_5: 0.1726353019475937 (0.20448305389845614) | > loss_0: 2.1364519596099854 (2.243484080170785) | > grad_norm_0: tensor(28.8038, device='cuda:0') (tensor(58.2718, device='cuda:0')) | > loss_gen: 2.922293186187744 (2.777648122173001) | > loss_kl: 2.213066816329956 (2.147570739689264) | > loss_feat: 9.166205406188965 (8.442493056895785) | > loss_mel: 15.275294303894043 (15.06466385150533) | > loss_duration: 1.6460740566253662 (1.6025326351879694) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.22293472290039 (30.034908379922367) | > grad_norm_1: tensor(1045.1245, device='cuda:0') (tensor(897.7751, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.8927 (0.9108259575770998) | > loader_time: 0.012 (0.011386991213153853)  --> TIME: 2025-02-20 22:40:55 -- STEP: 587/924 -- GLOBAL_STEP: 161950 | > loss_disc: 2.0385289192199707 (2.241909496422722) | > loss_disc_real_0: 0.08447954803705215 (0.1327649880473516) | > loss_disc_real_1: 0.21864725649356842 (0.19008162495834058) | > loss_disc_real_2: 0.19822141528129578 (0.2022085735095217) | > loss_disc_real_3: 0.2299289107322693 (0.20638150882984965) | > loss_disc_real_4: 0.2250356674194336 (0.20749028679459422) | > loss_disc_real_5: 0.20505835115909576 (0.20409686980194688) | > loss_0: 2.0385289192199707 (2.241909496422722) | > grad_norm_0: tensor(36.2968, device='cuda:0') (tensor(58.4858, device='cuda:0')) | > loss_gen: 3.017265796661377 (2.7807246322729293) | > loss_kl: 2.1637039184570312 (2.1443819693040598) | > loss_feat: 9.233685493469238 (8.441994388424346) | > loss_mel: 14.855752944946289 (15.04202947665317) | > loss_duration: 1.6081753969192505 (1.6023572155320458) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.878583908081055 (30.011487661878334) | > grad_norm_1: tensor(1016.0239, device='cuda:0') (tensor(903.0861, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.9076 (0.910855222195133) | > loader_time: 0.0107 (0.011423028916679)  --> TIME: 2025-02-20 22:41:41 -- STEP: 637/924 -- GLOBAL_STEP: 162000 | > loss_disc: 2.2289137840270996 (2.24229133690545) | > loss_disc_real_0: 0.15621553361415863 (0.13290406788115966) | > loss_disc_real_1: 0.22691358625888824 (0.19006184945862573) | > loss_disc_real_2: 0.19843365252017975 (0.20229091721015213) | > loss_disc_real_3: 0.19485580921173096 (0.20633619293874633) | > loss_disc_real_4: 0.22318394482135773 (0.2073799533363039) | > loss_disc_real_5: 0.210351824760437 (0.20413692499067945) | > loss_0: 2.2289137840270996 (2.24229133690545) | > grad_norm_0: tensor(79.1344, device='cuda:0') (tensor(57.8774, device='cuda:0')) | > loss_gen: 2.7701570987701416 (2.7764209454624718) | > loss_kl: 1.9686416387557983 (2.1390176296608416) | > loss_feat: 8.198393821716309 (8.432600816340415) | > loss_mel: 13.729839324951172 (15.029916176429161) | > loss_duration: 1.632733941078186 (1.6020872692111152) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.29976463317871 (29.980042809407042) | > grad_norm_1: tensor(1204.6819, device='cuda:0') (tensor(899.9410, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.9103 (0.9107755892317935) | > loader_time: 0.0111 (0.011437813940003297) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_162000.pth  --> TIME: 2025-02-20 22:42:30 -- STEP: 687/924 -- GLOBAL_STEP: 162050 | > loss_disc: 2.217928886413574 (2.2423650234547243) | > loss_disc_real_0: 0.08486273884773254 (0.13278806837495233) | > loss_disc_real_1: 0.15666285157203674 (0.1898996344343199) | > loss_disc_real_2: 0.22127488255500793 (0.20230790927160247) | > loss_disc_real_3: 0.19243746995925903 (0.20634914027985188) | > loss_disc_real_4: 0.20175914466381073 (0.20742693710448606) | > loss_disc_real_5: 0.21079286932945251 (0.2041852158620368) | > loss_0: 2.217928886413574 (2.2423650234547243) | > grad_norm_0: tensor(53.9190, device='cuda:0') (tensor(58.1881, device='cuda:0')) | > loss_gen: 2.8134546279907227 (2.7767234893171313) | > loss_kl: 2.1239354610443115 (2.1378033581085423) | > loss_feat: 8.704801559448242 (8.431801986139059) | > loss_mel: 14.6265230178833 (15.026335934190598) | > loss_duration: 1.5870261192321777 (1.6017173912153844) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.855741500854492 (29.974382120101907) | > grad_norm_1: tensor(1060.6410, device='cuda:0') (tensor(901.5248, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.9074 (0.9109447179402846) | > loader_time: 0.012 (0.011420722611606373)  --> TIME: 2025-02-20 22:43:16 -- STEP: 737/924 -- GLOBAL_STEP: 162100 | > loss_disc: 2.2920026779174805 (2.2442810082532656) | > loss_disc_real_0: 0.1343388557434082 (0.1333480430476298) | > loss_disc_real_1: 0.18500973284244537 (0.18991069097370133) | > loss_disc_real_2: 0.20504887402057648 (0.20248180694544485) | > loss_disc_real_3: 0.2513417601585388 (0.2063386574326895) | > loss_disc_real_4: 0.22178132832050323 (0.20754211415186657) | > loss_disc_real_5: 0.15246525406837463 (0.20434051665150166) | > loss_0: 2.2920026779174805 (2.2442810082532656) | > grad_norm_0: tensor(27.7770, device='cuda:0') (tensor(57.8071, device='cuda:0')) | > loss_gen: 2.565523862838745 (2.7783905453727176) | > loss_kl: 2.0586442947387695 (2.1406626987651385) | > loss_feat: 8.104731559753418 (8.438783797674285) | > loss_mel: 14.613723754882812 (15.044232720435879) | > loss_duration: 1.576702356338501 (1.601581037934147) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.91932487487793 (30.003650766214815) | > grad_norm_1: tensor(674.7345, device='cuda:0') (tensor(895.4989, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.9138 (0.9112209532930537) | > loader_time: 0.0106 (0.011415367695822635)  --> TIME: 2025-02-20 22:44:02 -- STEP: 787/924 -- GLOBAL_STEP: 162150 | > loss_disc: 2.281381130218506 (2.2442972879700602) | > loss_disc_real_0: 0.15653513371944427 (0.13341643368254938) | > loss_disc_real_1: 0.18452976644039154 (0.18961953117099187) | > loss_disc_real_2: 0.21202483773231506 (0.20255682203715147) | > loss_disc_real_3: 0.17699606716632843 (0.2062343488502988) | > loss_disc_real_4: 0.20778559148311615 (0.2074742609732032) | > loss_disc_real_5: 0.19645175337791443 (0.2042770654985532) | > loss_0: 2.281381130218506 (2.2442972879700602) | > grad_norm_0: tensor(80.1566, device='cuda:0') (tensor(57.4011, device='cuda:0')) | > loss_gen: 2.767364025115967 (2.7736831789852796) | > loss_kl: 2.0882649421691895 (2.1408372894781507) | > loss_feat: 8.166619300842285 (8.4266835349639) | > loss_mel: 15.39013957977295 (15.035061587826876) | > loss_duration: 1.576025128364563 (1.6019799359417328) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.988412857055664 (29.978245484329086) | > grad_norm_1: tensor(700.2228, device='cuda:0') (tensor(899.6177, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.9287 (0.910958374622059) | > loader_time: 0.0118 (0.01141472571686837)  --> TIME: 2025-02-20 22:44:48 -- STEP: 837/924 -- GLOBAL_STEP: 162200 | > loss_disc: 2.264470100402832 (2.243800684115365) | > loss_disc_real_0: 0.09790477901697159 (0.13322509904008203) | > loss_disc_real_1: 0.16863377392292023 (0.18953001798267452) | > loss_disc_real_2: 0.20700232684612274 (0.2024579570498517) | > loss_disc_real_3: 0.2136218547821045 (0.20622363099060612) | > loss_disc_real_4: 0.22767141461372375 (0.20758247391511028) | > loss_disc_real_5: 0.25424784421920776 (0.20424617433491005) | > loss_0: 2.264470100402832 (2.243800684115365) | > grad_norm_0: tensor(14.7539, device='cuda:0') (tensor(57.6844, device='cuda:0')) | > loss_gen: 2.82537579536438 (2.7758181955367096) | > loss_kl: 2.0163068771362305 (2.140827348440208) | > loss_feat: 7.743926048278809 (8.437105074578273) | > loss_mel: 15.474513053894043 (15.043425781040352) | > loss_duration: 1.5949296951293945 (1.601444067778411) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.655052185058594 (29.99862041724056) | > grad_norm_1: tensor(951.9946, device='cuda:0') (tensor(897.9825, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.9239 (0.9100787839012192) | > loader_time: 0.0119 (0.011397501046512281)  --> TIME: 2025-02-20 22:45:34 -- STEP: 887/924 -- GLOBAL_STEP: 162250 | > loss_disc: 2.2512693405151367 (2.2406311826748944) | > loss_disc_real_0: 0.07838553935289383 (0.13267832868044796) | > loss_disc_real_1: 0.21336305141448975 (0.189343133531805) | > loss_disc_real_2: 0.21928055584430695 (0.20223369692129906) | > loss_disc_real_3: 0.24870134890079498 (0.20617393682277196) | > loss_disc_real_4: 0.19984039664268494 (0.2074059287449418) | > loss_disc_real_5: 0.220626562833786 (0.20399072109443359) | > loss_0: 2.2512693405151367 (2.2406311826748944) | > grad_norm_0: tensor(38.9685, device='cuda:0') (tensor(57.8275, device='cuda:0')) | > loss_gen: 2.7204341888427734 (2.779900490095269) | > loss_kl: 2.237565517425537 (2.1407278858150387) | > loss_feat: 7.723823070526123 (8.453561125909047) | > loss_mel: 12.919631958007812 (15.060010034847153) | > loss_duration: 1.5856831073760986 (1.6015079460928918) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.187137603759766 (30.035707452251515) | > grad_norm_1: tensor(1046.8422, device='cuda:0') (tensor(908.9522, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.8732 (0.9096246679579123) | > loader_time: 0.0101 (0.011406547724864656)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.271475315093994 (2.271475315093994) | > loss_disc_real_0: 0.1184980571269989 (0.1184980571269989) | > loss_disc_real_1: 0.2082226425409317 (0.2082226425409317) | > loss_disc_real_2: 0.19900090992450714 (0.19900090992450714) | > loss_disc_real_3: 0.19257380068302155 (0.19257380068302155) | > loss_disc_real_4: 0.22564257681369781 (0.22564257681369781) | > loss_disc_real_5: 0.16682873666286469 (0.16682873666286469) | > loss_0: 2.271475315093994 (2.271475315093994) | > loss_gen: 2.4321937561035156 (2.4321937561035156) | > loss_kl: 2.183612108230591 (2.183612108230591) | > loss_feat: 7.758937835693359 (7.758937835693359) | > loss_mel: 14.279770851135254 (14.279770851135254) | > loss_duration: 1.6677653789520264 (1.6677653789520264) | > loss_1: 28.32227897644043 (28.32227897644043)  --> STEP: 1 | > loss_disc: 2.318669319152832 (2.318669319152832) | > loss_disc_real_0: 0.13118188083171844 (0.13118188083171844) | > loss_disc_real_1: 0.2006325125694275 (0.2006325125694275) | > loss_disc_real_2: 0.1880466341972351 (0.1880466341972351) | > loss_disc_real_3: 0.17846472561359406 (0.17846472561359406) | > loss_disc_real_4: 0.23096103966236115 (0.23096103966236115) | > loss_disc_real_5: 0.2063864767551422 (0.2063864767551422) | > loss_0: 2.318669319152832 (2.318669319152832) | > loss_gen: 2.4074156284332275 (2.4074156284332275) | > loss_kl: 2.1413564682006836 (2.1413564682006836) | > loss_feat: 8.023537635803223 (8.023537635803223) | > loss_mel: 15.240130424499512 (15.240130424499512) | > loss_duration: 1.6865622997283936 (1.6865622997283936) | > loss_1: 29.49900245666504 (29.49900245666504)  --> STEP: 2 | > loss_disc: 2.2900516986846924 (2.304360508918762) | > loss_disc_real_0: 0.14011763036251068 (0.13564975559711456) | > loss_disc_real_1: 0.18891379237174988 (0.19477315247058868) | > loss_disc_real_2: 0.21193090081214905 (0.19998876750469208) | > loss_disc_real_3: 0.18795686960220337 (0.1832107976078987) | > loss_disc_real_4: 0.21183347702026367 (0.2213972583413124) | > loss_disc_real_5: 0.18468058109283447 (0.19553352892398834) | > loss_0: 2.2900516986846924 (2.304360508918762) | > loss_gen: 2.417940855026245 (2.4126782417297363) | > loss_kl: 2.222313165664673 (2.1818348169326782) | > loss_feat: 7.948040008544922 (7.985788822174072) | > loss_mel: 14.176136016845703 (14.708133220672607) | > loss_duration: 1.5751250982284546 (1.630843698978424) | > loss_1: 28.339553833007812 (28.919278144836426)  --> STEP: 3 | > loss_disc: 2.2355659008026123 (2.2814289728800454) | > loss_disc_real_0: 0.12458952516317368 (0.13196301211913428) | > loss_disc_real_1: 0.1912110596895218 (0.19358578821023306) | > loss_disc_real_2: 0.21589376032352448 (0.2052904317776362) | > loss_disc_real_3: 0.18424353003501892 (0.18355504175027212) | > loss_disc_real_4: 0.2209385633468628 (0.2212443600098292) | > loss_disc_real_5: 0.17100919783115387 (0.18735875189304352) | > loss_0: 2.2355659008026123 (2.2814289728800454) | > loss_gen: 2.472851514816284 (2.4327359994252524) | > loss_kl: 1.867453694343567 (2.0770411094029746) | > loss_feat: 7.455384731292725 (7.808987458546956) | > loss_mel: 13.717177391052246 (14.377814610799154) | > loss_duration: 1.6644504070281982 (1.6420459349950154) | > loss_1: 27.177316665649414 (28.338624318440754)  --> STEP: 4 | > loss_disc: 2.2648496627807617 (2.2772841453552246) | > loss_disc_real_0: 0.1153477281332016 (0.1278091911226511) | > loss_disc_real_1: 0.19512897729873657 (0.19397158548235893) | > loss_disc_real_2: 0.2135758250951767 (0.20736178010702133) | > loss_disc_real_3: 0.1827208697795868 (0.18334649875760078) | > loss_disc_real_4: 0.20721864700317383 (0.21773793175816536) | > loss_disc_real_5: 0.18335266411304474 (0.18635722994804382) | > loss_0: 2.2648496627807617 (2.2772841453552246) | > loss_gen: 2.4021713733673096 (2.4250948429107666) | > loss_kl: 2.0873007774353027 (2.0796060264110565) | > loss_feat: 6.951125144958496 (7.594521880149841) | > loss_mel: 13.352301597595215 (14.121436357498169) | > loss_duration: 1.7661470174789429 (1.6730712056159973) | > loss_1: 26.55904769897461 (27.89373016357422)  --> STEP: 5 | > loss_disc: 2.073148250579834 (2.2364569664001466) | > loss_disc_real_0: 0.10451659560203552 (0.12315067201852799) | > loss_disc_real_1: 0.18024255335330963 (0.19122577905654908) | > loss_disc_real_2: 0.19744588434696198 (0.20537860095500945) | > loss_disc_real_3: 0.1668415367603302 (0.18004550635814667) | > loss_disc_real_4: 0.15227949619293213 (0.2046462446451187) | > loss_disc_real_5: 0.21198990941047668 (0.1914837658405304) | > loss_0: 2.073148250579834 (2.2364569664001466) | > loss_gen: 2.5726282596588135 (2.454601526260376) | > loss_kl: 2.2549283504486084 (2.114670491218567) | > loss_feat: 9.578216552734375 (7.991260814666748) | > loss_mel: 14.387292861938477 (14.17460765838623) | > loss_duration: 1.550713062286377 (1.6485995769500732) | > loss_1: 30.343778610229492 (28.383739852905272) --> EVAL PERFORMANCE | > avg_loader_time: 0.15543665885925292 (-0.003088760375976579) | > avg_loss_disc: 2.2364569664001466 (-0.0231889247894288) | > avg_loss_disc_real_0: 0.12315067201852799 (+0.035741740837693214) | > avg_loss_disc_real_1: 0.19122577905654908 (-0.029391652345657326) | > avg_loss_disc_real_2: 0.20537860095500945 (-0.057107499241828924) | > avg_loss_disc_real_3: 0.18004550635814667 (-0.06435746848583221) | > avg_loss_disc_real_4: 0.2046462446451187 (-0.002505883574485779) | > avg_loss_disc_real_5: 0.1914837658405304 (-0.06020354330539701) | > avg_loss_0: 2.2364569664001466 (-0.0231889247894288) | > avg_loss_gen: 2.454601526260376 (-0.36649770736694354) | > avg_loss_kl: 2.114670491218567 (-0.08066484928131112) | > avg_loss_feat: 7.991260814666748 (-0.5917193412780763) | > avg_loss_mel: 14.17460765838623 (-0.7876552581787113) | > avg_loss_duration: 1.6485995769500732 (+0.002470588684081898) | > avg_loss_1: 28.383739852905272 (-1.8240669250488288)  > EPOCH: 126/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 22:46:16)   --> TIME: 2025-02-20 22:46:31 -- STEP: 13/924 -- GLOBAL_STEP: 162300 | > loss_disc: 2.2585084438323975 (2.265887443835919) | > loss_disc_real_0: 0.11713451147079468 (0.1346667964871113) | > loss_disc_real_1: 0.16170990467071533 (0.19523307566459364) | > loss_disc_real_2: 0.16798003017902374 (0.2041921500976269) | > loss_disc_real_3: 0.18896719813346863 (0.20856916789825147) | > loss_disc_real_4: 0.19697636365890503 (0.2124220740336638) | > loss_disc_real_5: 0.2127361297607422 (0.21657242339390975) | > loss_0: 2.2585084438323975 (2.265887443835919) | > grad_norm_0: tensor(56.2961, device='cuda:0') (tensor(64.7519, device='cuda:0')) | > loss_gen: 2.646949052810669 (2.754869791177603) | > loss_kl: 2.2159860134124756 (2.187539742543147) | > loss_feat: 8.036849975585938 (8.30746133510883) | > loss_mel: 14.188450813293457 (14.960043026850773) | > loss_duration: 1.6128895282745361 (1.587941133058988) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.701128005981445 (29.797854790320763) | > grad_norm_1: tensor(1168.3293, device='cuda:0') (tensor(793.7926, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.933 (0.9134755868178147) | > loader_time: 0.0131 (0.011208442541269155)  --> TIME: 2025-02-20 22:47:17 -- STEP: 63/924 -- GLOBAL_STEP: 162350 | > loss_disc: 2.1919021606445312 (2.2395851612091056) | > loss_disc_real_0: 0.07252770662307739 (0.13074112311005592) | > loss_disc_real_1: 0.17868255078792572 (0.1909801614662957) | > loss_disc_real_2: 0.23475994169712067 (0.20103379516374498) | > loss_disc_real_3: 0.2035396695137024 (0.20646150646701691) | > loss_disc_real_4: 0.20692220330238342 (0.20631509049544258) | > loss_disc_real_5: 0.1884116232395172 (0.2085459681730422) | > loss_0: 2.1919021606445312 (2.2395851612091056) | > grad_norm_0: tensor(32.9782, device='cuda:0') (tensor(63.7190, device='cuda:0')) | > loss_gen: 2.9674224853515625 (2.780079815122816) | > loss_kl: 2.2202842235565186 (2.1380275355445013) | > loss_feat: 9.157333374023438 (8.449035076867967) | > loss_mel: 14.820988655090332 (14.996374660068089) | > loss_duration: 1.6059558391571045 (1.6006651908632308) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.771984100341797 (29.96418217250279) | > grad_norm_1: tensor(1089.9738, device='cuda:0') (tensor(885.8563, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.9158 (0.9078193429916624) | > loader_time: 0.0105 (0.011440992355346678)  --> TIME: 2025-02-20 22:48:03 -- STEP: 113/924 -- GLOBAL_STEP: 162400 | > loss_disc: 2.2550299167633057 (2.244200968109399) | > loss_disc_real_0: 0.12477535009384155 (0.1316350919680785) | > loss_disc_real_1: 0.1936310976743698 (0.19191258183095308) | > loss_disc_real_2: 0.19646336138248444 (0.20242084444096659) | > loss_disc_real_3: 0.23355183005332947 (0.20636580225113219) | > loss_disc_real_4: 0.2127755582332611 (0.20682506790730806) | > loss_disc_real_5: 0.21194122731685638 (0.20590495245646587) | > loss_0: 2.2550299167633057 (2.244200968109399) | > grad_norm_0: tensor(14.8376, device='cuda:0') (tensor(58.5989, device='cuda:0')) | > loss_gen: 2.6536879539489746 (2.776677270906162) | > loss_kl: 2.0244319438934326 (2.106876995711199) | > loss_feat: 7.731768608093262 (8.452547035386074) | > loss_mel: 14.198344230651855 (15.032371048378733) | > loss_duration: 1.5734378099441528 (1.6016083586532457) | > amp_scaler: 256.0 (141.59292035398227) | > loss_1: 28.181671142578125 (29.970080637298853) | > grad_norm_1: tensor(718.1935, device='cuda:0') (tensor(848.2716, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.8626 (0.9079448670412587) | > loader_time: 0.0093 (0.011393975367588278)  --> TIME: 2025-02-20 22:48:49 -- STEP: 163/924 -- GLOBAL_STEP: 162450 | > loss_disc: 2.2210521697998047 (2.24248526725301) | > loss_disc_real_0: 0.15941190719604492 (0.13423967537430165) | > loss_disc_real_1: 0.19980274140834808 (0.19143335073272139) | > loss_disc_real_2: 0.1926969438791275 (0.20189970795727946) | > loss_disc_real_3: 0.20751166343688965 (0.20607668737326668) | > loss_disc_real_4: 0.2539583742618561 (0.20690719335357105) | > loss_disc_real_5: 0.23437023162841797 (0.20485750160699978) | > loss_0: 2.2210521697998047 (2.24248526725301) | > grad_norm_0: tensor(65.3058, device='cuda:0') (tensor(59.3714, device='cuda:0')) | > loss_gen: 2.9842865467071533 (2.790213846721533) | > loss_kl: 2.315643310546875 (2.107325643118174) | > loss_feat: 8.89152717590332 (8.49196204671099) | > loss_mel: 16.163455963134766 (15.106209204972156) | > loss_duration: 1.53839910030365 (1.6013287576429682) | > amp_scaler: 128.0 (143.7055214723926) | > loss_1: 31.893312454223633 (30.097039439195505) | > grad_norm_1: tensor(630.2541, device='cuda:0') (tensor(848.9283, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.8877 (0.9078672400281473) | > loader_time: 0.0118 (0.011390083406600485)  --> TIME: 2025-02-20 22:49:36 -- STEP: 213/924 -- GLOBAL_STEP: 162500 | > loss_disc: 2.093008041381836 (2.238730876098778) | > loss_disc_real_0: 0.1089928150177002 (0.13214820686360487) | > loss_disc_real_1: 0.16288769245147705 (0.1905178888023179) | > loss_disc_real_2: 0.19975873827934265 (0.20157408294543414) | > loss_disc_real_3: 0.19446682929992676 (0.20609211501940877) | > loss_disc_real_4: 0.1761975735425949 (0.20657880688217325) | > loss_disc_real_5: 0.22186633944511414 (0.2051038977825586) | > loss_0: 2.093008041381836 (2.238730876098778) | > grad_norm_0: tensor(50.2658, device='cuda:0') (tensor(57.4020, device='cuda:0')) | > loss_gen: 2.8631536960601807 (2.7774117418298143) | > loss_kl: 2.17403507232666 (2.114427926954529) | > loss_feat: 8.847735404968262 (8.47304016211783) | > loss_mel: 14.798051834106445 (15.061414087322396) | > loss_duration: 1.59769868850708 (1.5998956401583175) | > amp_scaler: 128.0 (140.01877934272298) | > loss_1: 30.28067398071289 (30.02618961602869) | > grad_norm_1: tensor(990.7423, device='cuda:0') (tensor(863.4233, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.9235 (0.9084899168059299) | > loader_time: 0.0113 (0.011370229049467705)  --> TIME: 2025-02-20 22:50:22 -- STEP: 263/924 -- GLOBAL_STEP: 162550 | > loss_disc: 2.219891309738159 (2.241195217284868) | > loss_disc_real_0: 0.14679057896137238 (0.13370183127234656) | > loss_disc_real_1: 0.18366903066635132 (0.18994786927455276) | > loss_disc_real_2: 0.18847069144248962 (0.20155283695391377) | > loss_disc_real_3: 0.19309274852275848 (0.20626874885631608) | > loss_disc_real_4: 0.2277970016002655 (0.20656870010914458) | > loss_disc_real_5: 0.23311938345432281 (0.2057038337105581) | > loss_0: 2.219891309738159 (2.241195217284868) | > grad_norm_0: tensor(52.5111, device='cuda:0') (tensor(57.2072, device='cuda:0')) | > loss_gen: 2.7679615020751953 (2.7738119069161074) | > loss_kl: 2.2980997562408447 (2.112019899680134) | > loss_feat: 8.502311706542969 (8.465594153893765) | > loss_mel: 15.341809272766113 (15.056173719834012) | > loss_duration: 1.6045221090316772 (1.6014087376939024) | > amp_scaler: 128.0 (137.73384030418248) | > loss_1: 30.51470375061035 (30.009008443854153) | > grad_norm_1: tensor(914.8214, device='cuda:0') (tensor(852.9138, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.9133 (0.9079331853090583) | > loader_time: 0.0103 (0.011382852670357707)  --> TIME: 2025-02-20 22:51:09 -- STEP: 313/924 -- GLOBAL_STEP: 162600 | > loss_disc: 2.3354480266571045 (2.240309814294688) | > loss_disc_real_0: 0.15070973336696625 (0.1330199639875288) | > loss_disc_real_1: 0.23564983904361725 (0.1901289498844085) | > loss_disc_real_2: 0.19735212624073029 (0.2016888097071419) | > loss_disc_real_3: 0.19009284675121307 (0.20598392350414696) | > loss_disc_real_4: 0.22842468321323395 (0.20666684924413592) | > loss_disc_real_5: 0.2635497450828552 (0.20572479093036708) | > loss_0: 2.3354480266571045 (2.240309814294688) | > grad_norm_0: tensor(84.0247, device='cuda:0') (tensor(57.4131, device='cuda:0')) | > loss_gen: 2.746018409729004 (2.7738703074165807) | > loss_kl: 2.178302764892578 (2.1161204683133206) | > loss_feat: 7.537591934204102 (8.453937379696882) | > loss_mel: 14.638595581054688 (15.058349213280236) | > loss_duration: 1.6492249965667725 (1.6010507402328633) | > amp_scaler: 128.0 (136.17891373801913) | > loss_1: 28.74973487854004 (30.003328134457526) | > grad_norm_1: tensor(930.8311, device='cuda:0') (tensor(864.6371, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.8829 (0.9101791838868356) | > loader_time: 0.0103 (0.011402718175333535)  --> TIME: 2025-02-20 22:51:55 -- STEP: 363/924 -- GLOBAL_STEP: 162650 | > loss_disc: 2.303506374359131 (2.241665955745814) | > loss_disc_real_0: 0.275966078042984 (0.1332550128259936) | > loss_disc_real_1: 0.16703374683856964 (0.1904192889935385) | > loss_disc_real_2: 0.22212330996990204 (0.2021058052778244) | > loss_disc_real_3: 0.19147461652755737 (0.20600159991707032) | > loss_disc_real_4: 0.21805110573768616 (0.20694887092126624) | > loss_disc_real_5: 0.18855448067188263 (0.2049986852676743) | > loss_0: 2.303506374359131 (2.241665955745814) | > grad_norm_0: tensor(88.4304, device='cuda:0') (tensor(57.6864, device='cuda:0')) | > loss_gen: 3.034717082977295 (2.7728020310730312) | > loss_kl: 2.1759581565856934 (2.1142650786838577) | > loss_feat: 8.501020431518555 (8.439129363078386) | > loss_mel: 15.85573959350586 (15.041833073639673) | > loss_duration: 1.6208702325820923 (1.6013753397734036) | > amp_scaler: 128.0 (135.0523415977961) | > loss_1: 31.18830680847168 (29.96940486687274) | > grad_norm_1: tensor(1162.7520, device='cuda:0') (tensor(873.0373, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.9102 (0.9110443414735399) | > loader_time: 0.0107 (0.011486132939656583)  --> TIME: 2025-02-20 22:52:42 -- STEP: 413/924 -- GLOBAL_STEP: 162700 | > loss_disc: 2.2091422080993652 (2.239515971329255) | > loss_disc_real_0: 0.04915641248226166 (0.13272354605700148) | > loss_disc_real_1: 0.1875966191291809 (0.19020109022933684) | > loss_disc_real_2: 0.17509502172470093 (0.20170361900445047) | > loss_disc_real_3: 0.19098058342933655 (0.20589339614058813) | > loss_disc_real_4: 0.20664815604686737 (0.20696902772993492) | > loss_disc_real_5: 0.19337895512580872 (0.2049527043796913) | > loss_0: 2.2091422080993652 (2.239515971329255) | > grad_norm_0: tensor(61.3776, device='cuda:0') (tensor(57.5870, device='cuda:0')) | > loss_gen: 2.8474247455596924 (2.774440067443663) | > loss_kl: 2.0270919799804688 (2.1126190461488963) | > loss_feat: 9.402271270751953 (8.434444512928367) | > loss_mel: 15.719846725463867 (15.027999111295612) | > loss_duration: 1.575294017791748 (1.6017357927835014) | > amp_scaler: 128.0 (134.19854721549646) | > loss_1: 31.571929931640625 (29.951238521363486) | > grad_norm_1: tensor(1335.3234, device='cuda:0') (tensor(884.0207, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.877 (0.9111198045439638) | > loader_time: 0.0105 (0.011467858607774791)  --> TIME: 2025-02-20 22:53:28 -- STEP: 463/924 -- GLOBAL_STEP: 162750 | > loss_disc: 2.2367405891418457 (2.23915302264253) | > loss_disc_real_0: 0.126069113612175 (0.1319734539040093) | > loss_disc_real_1: 0.1761411726474762 (0.1901147858306089) | > loss_disc_real_2: 0.19103558361530304 (0.20176648160293859) | > loss_disc_real_3: 0.18361066281795502 (0.20615363948159807) | > loss_disc_real_4: 0.23811036348342896 (0.20680030578542213) | > loss_disc_real_5: 0.1905852109193802 (0.2050120184926183) | > loss_0: 2.2367405891418457 (2.23915302264253) | > grad_norm_0: tensor(86.2653, device='cuda:0') (tensor(57.3037, device='cuda:0')) | > loss_gen: 2.6573734283447266 (2.7726823768656916) | > loss_kl: 2.1865086555480957 (2.116472872493076) | > loss_feat: 8.240121841430664 (8.418061110164896) | > loss_mel: 15.151963233947754 (15.025524458668917) | > loss_duration: 1.601534128189087 (1.6015537956620909) | > amp_scaler: 128.0 (133.52915766738667) | > loss_1: 29.837501525878906 (29.934294624411002) | > grad_norm_1: tensor(1069.9448, device='cuda:0') (tensor(885.6361, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.8883 (0.910872849738366) | > loader_time: 0.0106 (0.011454227933615902)  --> TIME: 2025-02-20 22:54:14 -- STEP: 513/924 -- GLOBAL_STEP: 162800 | > loss_disc: 2.2541418075561523 (2.2371425084900465) | > loss_disc_real_0: 0.06103102117776871 (0.13200361353524945) | > loss_disc_real_1: 0.1660841554403305 (0.19015971154381187) | > loss_disc_real_2: 0.20961426198482513 (0.2016840798173964) | > loss_disc_real_3: 0.21911939978599548 (0.205930767671639) | > loss_disc_real_4: 0.20531406998634338 (0.2067953610745554) | > loss_disc_real_5: 0.21214261651039124 (0.2046059711925235) | > loss_0: 2.2541418075561523 (2.2371425084900465) | > grad_norm_0: tensor(37.6644, device='cuda:0') (tensor(57.8596, device='cuda:0')) | > loss_gen: 2.636727809906006 (2.7773901500664726) | > loss_kl: 2.093587875366211 (2.115173240618863) | > loss_feat: 8.110983848571777 (8.432647399270278) | > loss_mel: 15.239489555358887 (15.037468516106262) | > loss_duration: 1.6091389656066895 (1.6014837198554885) | > amp_scaler: 128.0 (132.99025341130604) | > loss_1: 29.68992805480957 (29.964163071927967) | > grad_norm_1: tensor(826.7842, device='cuda:0') (tensor(897.2376, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.8878 (0.9105365694614878) | > loader_time: 0.0102 (0.0114561781780994)  --> TIME: 2025-02-20 22:55:00 -- STEP: 563/924 -- GLOBAL_STEP: 162850 | > loss_disc: 2.25527286529541 (2.2398415145399757) | > loss_disc_real_0: 0.11804350465536118 (0.13241959962709338) | > loss_disc_real_1: 0.21556948125362396 (0.19016520708111204) | > loss_disc_real_2: 0.21261589229106903 (0.2018448143244636) | > loss_disc_real_3: 0.2114742249250412 (0.20609061065300324) | > loss_disc_real_4: 0.19664819538593292 (0.2068435571439312) | > loss_disc_real_5: 0.17320109903812408 (0.20473262900569295) | > loss_0: 2.25527286529541 (2.2398415145399757) | > grad_norm_0: tensor(61.6751, device='cuda:0') (tensor(57.1357, device='cuda:0')) | > loss_gen: 2.6850509643554688 (2.772365247377496) | > loss_kl: 2.164067268371582 (2.1131883971856285) | > loss_feat: 8.193548202514648 (8.415851100935184) | > loss_mel: 13.561918258666992 (15.017530155012496) | > loss_duration: 1.5972540378570557 (1.6016466473601427) | > amp_scaler: 128.0 (132.54706927175837) | > loss_1: 28.20183753967285 (29.920581563539656) | > grad_norm_1: tensor(1033.7469, device='cuda:0') (tensor(890.6105, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.8994 (0.9105845247238187) | > loader_time: 0.0117 (0.011446259161507055)  --> TIME: 2025-02-20 22:55:46 -- STEP: 613/924 -- GLOBAL_STEP: 162900 | > loss_disc: 2.263978958129883 (2.241055764342991) | > loss_disc_real_0: 0.07896816730499268 (0.133020286003149) | > loss_disc_real_1: 0.1861143410205841 (0.1901555285465463) | > loss_disc_real_2: 0.2453727275133133 (0.20188699891186068) | > loss_disc_real_3: 0.18359427154064178 (0.20626593771319218) | > loss_disc_real_4: 0.20730644464492798 (0.20710055039037878) | > loss_disc_real_5: 0.18972624838352203 (0.20487236320291802) | > loss_0: 2.263978958129883 (2.241055764342991) | > grad_norm_0: tensor(61.2497, device='cuda:0') (tensor(57.3071, device='cuda:0')) | > loss_gen: 2.604552745819092 (2.773999317629694) | > loss_kl: 2.2593555450439453 (2.115249042604331) | > loss_feat: 7.904133319854736 (8.422455946345119) | > loss_mel: 14.415115356445312 (15.029386470601768) | > loss_duration: 1.6153568029403687 (1.601154391761704) | > amp_scaler: 128.0 (132.1761827079935) | > loss_1: 28.798513412475586 (29.942245153579588) | > grad_norm_1: tensor(1028.4095, device='cuda:0') (tensor(892.1717, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.8789 (0.9101970355234567) | > loader_time: 0.0105 (0.01141714310762739)  --> TIME: 2025-02-20 22:56:33 -- STEP: 663/924 -- GLOBAL_STEP: 162950 | > loss_disc: 2.257725477218628 (2.2401820624396125) | > loss_disc_real_0: 0.10848147422075272 (0.1324965615067098) | > loss_disc_real_1: 0.19405925273895264 (0.18982683119910504) | > loss_disc_real_2: 0.2135344296693802 (0.20191290655466942) | > loss_disc_real_3: 0.21406200528144836 (0.20629466652061074) | > loss_disc_real_4: 0.22166788578033447 (0.20700890949588727) | > loss_disc_real_5: 0.19220313429832458 (0.20476134053991932) | > loss_0: 2.257725477218628 (2.2401820624396125) | > grad_norm_0: tensor(47.2926, device='cuda:0') (tensor(57.1911, device='cuda:0')) | > loss_gen: 2.7989001274108887 (2.7720571578358126) | > loss_kl: 1.9833881855010986 (2.1140392511678496) | > loss_feat: 7.648289203643799 (8.425700350224881) | > loss_mel: 14.11143970489502 (15.028867092966856) | > loss_duration: 1.5665631294250488 (1.601129292183152) | > amp_scaler: 128.0 (131.86123680241337) | > loss_1: 28.10858154296875 (29.941793136826828) | > grad_norm_1: tensor(684.9558, device='cuda:0') (tensor(892.2370, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.9212 (0.9107126150375757) | > loader_time: 0.0118 (0.011452523831328661)  --> TIME: 2025-02-20 22:57:19 -- STEP: 713/924 -- GLOBAL_STEP: 163000 | > loss_disc: 2.1781601905822754 (2.24011098920547) | > loss_disc_real_0: 0.1193430945277214 (0.1323707757771099) | > loss_disc_real_1: 0.18105868995189667 (0.18974715542325127) | > loss_disc_real_2: 0.18314127624034882 (0.20198197514445715) | > loss_disc_real_3: 0.2060687243938446 (0.2063743930001748) | > loss_disc_real_4: 0.1986713856458664 (0.20731849291297857) | > loss_disc_real_5: 0.20652611553668976 (0.20467986020182494) | > loss_0: 2.1781601905822754 (2.24011098920547) | > grad_norm_0: tensor(42.1544, device='cuda:0') (tensor(57.4608, device='cuda:0')) | > loss_gen: 2.664457321166992 (2.774475047498067) | > loss_kl: 2.158146619796753 (2.114585867603564) | > loss_feat: 8.627704620361328 (8.435350583947223) | > loss_mel: 14.66478157043457 (15.04273826176455) | > loss_duration: 1.6099646091461182 (1.601190915615996) | > amp_scaler: 128.0 (131.59046283309965) | > loss_1: 29.725055694580078 (29.968340677098173) | > grad_norm_1: tensor(1081.4459, device='cuda:0') (tensor(889.4265, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.8867 (0.9106151970706848) | > loader_time: 0.0101 (0.011454893195110824) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_163000.pth  --> TIME: 2025-02-20 22:58:08 -- STEP: 763/924 -- GLOBAL_STEP: 163050 | > loss_disc: 2.175611734390259 (2.2398058565072314) | > loss_disc_real_0: 0.08293242007493973 (0.13210015416848375) | > loss_disc_real_1: 0.195810467004776 (0.18980216579621612) | > loss_disc_real_2: 0.1712430715560913 (0.20197424235928257) | > loss_disc_real_3: 0.21461744606494904 (0.20626568532552514) | > loss_disc_real_4: 0.18475525081157684 (0.20712769441648354) | > loss_disc_real_5: 0.1664951890707016 (0.20470170252913727) | > loss_0: 2.175611734390259 (2.2398058565072314) | > grad_norm_0: tensor(43.2622, device='cuda:0') (tensor(57.5570, device='cuda:0')) | > loss_gen: 2.729356288909912 (2.7756811888158603) | > loss_kl: 2.057298183441162 (2.1152426095027606) | > loss_feat: 8.9157075881958 (8.43811968769658) | > loss_mel: 14.65566635131836 (15.04319466207162) | > loss_duration: 1.5760555267333984 (1.6011513655963756) | > amp_scaler: 128.0 (131.35517693315862) | > loss_1: 29.934083938598633 (29.97338952180755) | > grad_norm_1: tensor(1069.2284, device='cuda:0') (tensor(895.5767, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.8846 (0.9106346682827251) | > loader_time: 0.0099 (0.011460147710177724)  --> TIME: 2025-02-20 22:58:54 -- STEP: 813/924 -- GLOBAL_STEP: 163100 | > loss_disc: 2.1898584365844727 (2.241467408441828) | > loss_disc_real_0: 0.10628955066204071 (0.13243252962717694) | > loss_disc_real_1: 0.19849634170532227 (0.18998345424768226) | > loss_disc_real_2: 0.20581699907779694 (0.20223360771695917) | > loss_disc_real_3: 0.20952363312244415 (0.20626064236900177) | > loss_disc_real_4: 0.16283385455608368 (0.2072338049848727) | > loss_disc_real_5: 0.22766505181789398 (0.20460525221050446) | > loss_0: 2.1898584365844727 (2.241467408441828) | > grad_norm_0: tensor(77.2134, device='cuda:0') (tensor(57.8309, device='cuda:0')) | > loss_gen: 2.7411046028137207 (2.7752318452645097) | > loss_kl: 2.346139430999756 (2.1133185381672326) | > loss_feat: 8.940966606140137 (8.429863948517033) | > loss_mel: 16.544294357299805 (15.046509677047075) | > loss_duration: 1.578613042831421 (1.601193566017338) | > amp_scaler: 128.0 (131.1488314883148) | > loss_1: 32.15111541748047 (29.966117593781682) | > grad_norm_1: tensor(1153.3159, device='cuda:0') (tensor(894.0021, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.91 (0.909954685713239) | > loader_time: 0.0109 (0.01146264475063498)  --> TIME: 2025-02-20 22:59:40 -- STEP: 863/924 -- GLOBAL_STEP: 163150 | > loss_disc: 2.3057589530944824 (2.2429458987257065) | > loss_disc_real_0: 0.3141363859176636 (0.1327762855335568) | > loss_disc_real_1: 0.1784610152244568 (0.18994714214379096) | > loss_disc_real_2: 0.21004100143909454 (0.20252332345151952) | > loss_disc_real_3: 0.1916976124048233 (0.20641250367927116) | > loss_disc_real_4: 0.22463858127593994 (0.20723781271094097) | > loss_disc_real_5: 0.1972830444574356 (0.20482728253026963) | > loss_0: 2.3057589530944824 (2.2429458987257065) | > grad_norm_0: tensor(91.2534, device='cuda:0') (tensor(57.9455, device='cuda:0')) | > loss_gen: 2.9678866863250732 (2.7748487211185466) | > loss_kl: 2.304192304611206 (2.114986624529851) | > loss_feat: 9.212834358215332 (8.433278135186965) | > loss_mel: 16.167707443237305 (15.058371706329384) | > loss_duration: 1.6376800537109375 (1.6012062018053) | > amp_scaler: 128.0 (130.96639629200442) | > loss_1: 32.29029846191406 (29.982691405684204) | > grad_norm_1: tensor(873.2362, device='cuda:0') (tensor(897.0035, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.9079 (0.9092519943573245) | > loader_time: 0.0112 (0.011458272867655842)  --> TIME: 2025-02-20 23:00:25 -- STEP: 913/924 -- GLOBAL_STEP: 163200 | > loss_disc: 2.142622470855713 (2.2412902800955936) | > loss_disc_real_0: 0.1990024745464325 (0.13223509450503257) | > loss_disc_real_1: 0.18426714837551117 (0.18988706437546476) | > loss_disc_real_2: 0.23238162696361542 (0.20230326568962836) | > loss_disc_real_3: 0.1760282963514328 (0.20624654922075372) | > loss_disc_real_4: 0.16729338467121124 (0.20717932607036033) | > loss_disc_real_5: 0.19403940439224243 (0.2048038683121724) | > loss_0: 2.142622470855713 (2.2412902800955936) | > grad_norm_0: tensor(110.6289, device='cuda:0') (tensor(57.5769, device='cuda:0')) | > loss_gen: 2.999840021133423 (2.774753208881144) | > loss_kl: 2.176583766937256 (2.116531177261704) | > loss_feat: 8.829357147216797 (8.440529509415889) | > loss_mel: 15.074322700500488 (15.061293523648484) | > loss_duration: 1.6068400144577026 (1.6009305975392767) | > amp_scaler: 128.0 (130.8039430449068) | > loss_1: 30.68694496154785 (29.994038037637498) | > grad_norm_1: tensor(1354.1960, device='cuda:0') (tensor(897.3267, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.8835 (0.9088750016127854) | > loader_time: 0.0102 (0.011462703853160115)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4330341815948486 (2.4330341815948486) | > loss_disc_real_0: 0.2144421488046646 (0.2144421488046646) | > loss_disc_real_1: 0.23363299667835236 (0.23363299667835236) | > loss_disc_real_2: 0.22479772567749023 (0.22479772567749023) | > loss_disc_real_3: 0.17005811631679535 (0.17005811631679535) | > loss_disc_real_4: 0.24570272862911224 (0.24570272862911224) | > loss_disc_real_5: 0.2278335839509964 (0.2278335839509964) | > loss_0: 2.4330341815948486 (2.4330341815948486) | > loss_gen: 2.5018324851989746 (2.5018324851989746) | > loss_kl: 2.049677848815918 (2.049677848815918) | > loss_feat: 7.30684232711792 (7.30684232711792) | > loss_mel: 13.85075855255127 (13.85075855255127) | > loss_duration: 1.6730719804763794 (1.6730719804763794) | > loss_1: 27.382184982299805 (27.382184982299805)  --> STEP: 1 | > loss_disc: 2.4295291900634766 (2.4295291900634766) | > loss_disc_real_0: 0.23531503975391388 (0.23531503975391388) | > loss_disc_real_1: 0.21080586314201355 (0.21080586314201355) | > loss_disc_real_2: 0.23723578453063965 (0.23723578453063965) | > loss_disc_real_3: 0.19505122303962708 (0.19505122303962708) | > loss_disc_real_4: 0.2589150369167328 (0.2589150369167328) | > loss_disc_real_5: 0.1924765408039093 (0.1924765408039093) | > loss_0: 2.4295291900634766 (2.4295291900634766) | > loss_gen: 2.510422945022583 (2.510422945022583) | > loss_kl: 2.066535234451294 (2.066535234451294) | > loss_feat: 8.29928970336914 (8.29928970336914) | > loss_mel: 15.280467987060547 (15.280467987060547) | > loss_duration: 1.6914541721343994 (1.6914541721343994) | > loss_1: 29.84817123413086 (29.84817123413086)  --> STEP: 2 | > loss_disc: 2.5561275482177734 (2.492828369140625) | > loss_disc_real_0: 0.2535731792449951 (0.2444441094994545) | > loss_disc_real_1: 0.21519388258457184 (0.2129998728632927) | > loss_disc_real_2: 0.23801928758621216 (0.2376275360584259) | > loss_disc_real_3: 0.24164898693561554 (0.2183501049876213) | > loss_disc_real_4: 0.2845321297645569 (0.27172358334064484) | > loss_disc_real_5: 0.22824226319789886 (0.21035940200090408) | > loss_0: 2.5561275482177734 (2.492828369140625) | > loss_gen: 2.503640651702881 (2.507031798362732) | > loss_kl: 2.075463056564331 (2.0709991455078125) | > loss_feat: 6.673350811004639 (7.48632025718689) | > loss_mel: 13.245253562927246 (14.262860774993896) | > loss_duration: 1.579087257385254 (1.6352707147598267) | > loss_1: 26.076797485351562 (27.96248435974121)  --> STEP: 3 | > loss_disc: 2.4880099296569824 (2.4912222226460776) | > loss_disc_real_0: 0.2210656851530075 (0.23665130138397217) | > loss_disc_real_1: 0.23037537932395935 (0.21879170835018158) | > loss_disc_real_2: 0.24186448752880096 (0.2390398532152176) | > loss_disc_real_3: 0.23808979988098145 (0.22493000328540802) | > loss_disc_real_4: 0.2640373706817627 (0.26916151245435077) | > loss_disc_real_5: 0.21339154243469238 (0.21137011547883353) | > loss_0: 2.4880099296569824 (2.4912222226460776) | > loss_gen: 2.583458185195923 (2.5325072606404624) | > loss_kl: 2.0955846309661865 (2.0791943073272705) | > loss_feat: 6.5571064949035645 (7.176582336425781) | > loss_mel: 13.41771125793457 (13.981144269307455) | > loss_duration: 1.6614177227020264 (1.6439863840738933) | > loss_1: 26.315277099609375 (27.413415273030598)  --> STEP: 4 | > loss_disc: 2.4925918579101562 (2.491564631462097) | > loss_disc_real_0: 0.22199445962905884 (0.23298709094524384) | > loss_disc_real_1: 0.22991390526294708 (0.22157225757837296) | > loss_disc_real_2: 0.23886558413505554 (0.23899628594517708) | > loss_disc_real_3: 0.24344761669635773 (0.22955940663814545) | > loss_disc_real_4: 0.2797665297985077 (0.27181276679039) | > loss_disc_real_5: 0.24862098693847656 (0.22068283334374428) | > loss_0: 2.4925918579101562 (2.491564631462097) | > loss_gen: 2.6237831115722656 (2.555326223373413) | > loss_kl: 2.026646614074707 (2.0660573840141296) | > loss_feat: 7.327455520629883 (7.214300632476807) | > loss_mel: 13.757404327392578 (13.925209283828735) | > loss_duration: 1.7727041244506836 (1.6761658191680908) | > loss_1: 27.50799560546875 (27.437060356140137)  --> STEP: 5 | > loss_disc: 2.104104518890381 (2.414072608947754) | > loss_disc_real_0: 0.16345012187957764 (0.2190796971321106) | > loss_disc_real_1: 0.22662627696990967 (0.2225830614566803) | > loss_disc_real_2: 0.18803569674491882 (0.22880416810512544) | > loss_disc_real_3: 0.22105197608470917 (0.22785792052745818) | > loss_disc_real_4: 0.2828103005886078 (0.27401227355003355) | > loss_disc_real_5: 0.16940215229988098 (0.2104266971349716) | > loss_0: 2.104104518890381 (2.414072608947754) | > loss_gen: 3.046562433242798 (2.65357346534729) | > loss_kl: 1.9393075704574585 (2.0407074213027956) | > loss_feat: 9.180079460144043 (7.607456398010254) | > loss_mel: 18.0059757232666 (14.741362571716309) | > loss_duration: 1.5152788162231445 (1.6439884185791016) | > loss_1: 33.68720245361328 (28.687088775634766) --> EVAL PERFORMANCE | > avg_loader_time: 0.15513272285461427 (-0.0003039360046386552) | > avg_loss_disc: 2.414072608947754 (+0.17761564254760742) | > avg_loss_disc_real_0: 0.2190796971321106 (+0.0959290251135826) | > avg_loss_disc_real_1: 0.2225830614566803 (+0.03135728240013122) | > avg_loss_disc_real_2: 0.22880416810512544 (+0.023425567150115983) | > avg_loss_disc_real_3: 0.22785792052745818 (+0.04781241416931151) | > avg_loss_disc_real_4: 0.27401227355003355 (+0.06936602890491483) | > avg_loss_disc_real_5: 0.2104266971349716 (+0.018942931294441218) | > avg_loss_0: 2.414072608947754 (+0.17761564254760742) | > avg_loss_gen: 2.65357346534729 (+0.19897193908691424) | > avg_loss_kl: 2.0407074213027956 (-0.0739630699157714) | > avg_loss_feat: 7.607456398010254 (-0.3838044166564938) | > avg_loss_mel: 14.741362571716309 (+0.5667549133300778) | > avg_loss_duration: 1.6439884185791016 (-0.004611158370971591) | > avg_loss_1: 28.687088775634766 (+0.3033489227294943)  > EPOCH: 127/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 23:00:44)   --> TIME: 2025-02-20 23:01:22 -- STEP: 39/924 -- GLOBAL_STEP: 163250 | > loss_disc: 2.311105251312256 (2.288933148750892) | > loss_disc_real_0: 0.11392925679683685 (0.1394723470394428) | > loss_disc_real_1: 0.19394220411777496 (0.19623038822259659) | > loss_disc_real_2: 0.2307869791984558 (0.20712048846941727) | > loss_disc_real_3: 0.2223893254995346 (0.20995597464916033) | > loss_disc_real_4: 0.23560431599617004 (0.2085087945063909) | > loss_disc_real_5: 0.1871175467967987 (0.206303915534264) | > loss_0: 2.311105251312256 (2.288933148750892) | > grad_norm_0: tensor(29.1328, device='cuda:0') (tensor(57.8272, device='cuda:0')) | > loss_gen: 2.6177260875701904 (2.7337124592218642) | > loss_kl: 2.1565489768981934 (2.1950665498391175) | > loss_feat: 8.708414077758789 (8.254366397857666) | > loss_mel: 15.583942413330078 (14.936220242426945) | > loss_duration: 1.5774394273757935 (1.5987992194982676) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.644071578979492 (29.718165128658978) | > grad_norm_1: tensor(714.5602, device='cuda:0') (tensor(708.2374, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.9245 (0.9092573447105212) | > loader_time: 0.0116 (0.011239840434147762)  --> TIME: 2025-02-20 23:02:09 -- STEP: 89/924 -- GLOBAL_STEP: 163300 | > loss_disc: 2.158123016357422 (2.246317483066173) | > loss_disc_real_0: 0.0999278798699379 (0.1319146267232601) | > loss_disc_real_1: 0.20176920294761658 (0.1923234203223432) | > loss_disc_real_2: 0.18096883594989777 (0.20451430792219183) | > loss_disc_real_3: 0.19473524391651154 (0.2065216058425689) | > loss_disc_real_4: 0.24685554206371307 (0.20706479636470923) | > loss_disc_real_5: 0.2263871133327484 (0.2043480317244369) | > loss_0: 2.158123016357422 (2.246317483066173) | > grad_norm_0: tensor(63.2062, device='cuda:0') (tensor(58.1062, device='cuda:0')) | > loss_gen: 2.9972689151763916 (2.7761005390895885) | > loss_kl: 1.9787191152572632 (2.1570301404160057) | > loss_feat: 9.336344718933105 (8.43140524960636) | > loss_mel: 16.105419158935547 (14.981369865074587) | > loss_duration: 1.5911039113998413 (1.6016252523057917) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.008853912353516 (29.947531175077632) | > grad_norm_1: tensor(1181.9667, device='cuda:0') (tensor(868.2356, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.8967 (0.9107381734955177) | > loader_time: 0.0103 (0.011494657966528045)  --> TIME: 2025-02-20 23:02:55 -- STEP: 139/924 -- GLOBAL_STEP: 163350 | > loss_disc: 2.321277379989624 (2.2303286387766006) | > loss_disc_real_0: 0.11108368635177612 (0.12708257824825725) | > loss_disc_real_1: 0.1982090175151825 (0.19033005747863715) | > loss_disc_real_2: 0.22186382114887238 (0.20308514507554418) | > loss_disc_real_3: 0.19830012321472168 (0.20719052636794907) | > loss_disc_real_4: 0.2333313375711441 (0.20659791329781785) | > loss_disc_real_5: 0.1888539046049118 (0.2024873683778502) | > loss_0: 2.321277379989624 (2.2303286387766006) | > grad_norm_0: tensor(58.5157, device='cuda:0') (tensor(60.1243, device='cuda:0')) | > loss_gen: 2.74948787689209 (2.791812001372413) | > loss_kl: 2.1937694549560547 (2.1595084161209543) | > loss_feat: 8.687846183776855 (8.533939560540292) | > loss_mel: 14.857017517089844 (15.08486252379932) | > loss_duration: 1.613767147064209 (1.6009092965572) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.10188865661621 (30.171031897016565) | > grad_norm_1: tensor(978.2266, device='cuda:0') (tensor(883.5679, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.9053 (0.9091853598038927) | > loader_time: 0.0109 (0.011437503553980545)  --> TIME: 2025-02-20 23:03:41 -- STEP: 189/924 -- GLOBAL_STEP: 163400 | > loss_disc: 2.0028717517852783 (2.228097461518788) | > loss_disc_real_0: 0.05463431403040886 (0.12798438804647905) | > loss_disc_real_1: 0.15987816452980042 (0.18958578365189688) | > loss_disc_real_2: 0.2143840342760086 (0.202544997687693) | > loss_disc_real_3: 0.2016640603542328 (0.2069663713691096) | > loss_disc_real_4: 0.17697390913963318 (0.20697997691770076) | > loss_disc_real_5: 0.17672742903232574 (0.20282665651942053) | > loss_0: 2.0028717517852783 (2.228097461518788) | > grad_norm_0: tensor(41.8010, device='cuda:0') (tensor(61.1417, device='cuda:0')) | > loss_gen: 3.1023080348968506 (2.8046389332524067) | > loss_kl: 2.2486793994903564 (2.158365117179021) | > loss_feat: 10.323501586914062 (8.557524279942589) | > loss_mel: 16.907482147216797 (15.09793959218989) | > loss_duration: 1.570014238357544 (1.5982641353809013) | > amp_scaler: 128.0 (128.0) | > loss_1: 34.15198516845703 (30.216732136156192) | > grad_norm_1: tensor(1132.4432, device='cuda:0') (tensor(914.2950, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.9299 (0.9091793897921446) | > loader_time: 0.0121 (0.011314301263718378)  --> TIME: 2025-02-20 23:04:28 -- STEP: 239/924 -- GLOBAL_STEP: 163450 | > loss_disc: 2.285753011703491 (2.235549744701786) | > loss_disc_real_0: 0.17124570906162262 (0.1291661018108224) | > loss_disc_real_1: 0.18110808730125427 (0.18991726568303846) | > loss_disc_real_2: 0.1712077558040619 (0.20272788006391484) | > loss_disc_real_3: 0.19698761403560638 (0.20677037817663727) | > loss_disc_real_4: 0.20953258872032166 (0.2069643661068074) | > loss_disc_real_5: 0.23098526895046234 (0.20377192555860493) | > loss_0: 2.285753011703491 (2.235549744701786) | > grad_norm_0: tensor(76.9379, device='cuda:0') (tensor(59.9608, device='cuda:0')) | > loss_gen: 2.646092414855957 (2.786720881402244) | > loss_kl: 2.167206048965454 (2.1606834388677036) | > loss_feat: 8.593011856079102 (8.504376850367583) | > loss_mel: 15.654963493347168 (15.060733515847177) | > loss_duration: 1.5903544425964355 (1.5992436359118218) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.651626586914062 (30.111758379756655) | > grad_norm_1: tensor(516.1087, device='cuda:0') (tensor(874.3517, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.9073 (0.9118024405076414) | > loader_time: 0.0109 (0.011314920800500335)  --> TIME: 2025-02-20 23:05:14 -- STEP: 289/924 -- GLOBAL_STEP: 163500 | > loss_disc: 1.9286755323410034 (2.2374719649450188) | > loss_disc_real_0: 0.05246715992689133 (0.13066753207554455) | > loss_disc_real_1: 0.18486322462558746 (0.18999593712673055) | > loss_disc_real_2: 0.20864517986774445 (0.20313154408469744) | > loss_disc_real_3: 0.18267084658145905 (0.20642154326075915) | > loss_disc_real_4: 0.18514955043792725 (0.20696387762223142) | > loss_disc_real_5: 0.16560576856136322 (0.20411062477781697) | > loss_0: 1.9286755323410034 (2.2374719649450188) | > grad_norm_0: tensor(19.2436, device='cuda:0') (tensor(58.7109, device='cuda:0')) | > loss_gen: 3.0760769844055176 (2.777704568882715) | > loss_kl: 2.168829917907715 (2.159874444189367) | > loss_feat: 10.27576732635498 (8.462165504178369) | > loss_mel: 16.174179077148438 (15.005108245928808) | > loss_duration: 1.6374711990356445 (1.5999531832533314) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.33232498168945 (30.00480603676766) | > grad_norm_1: tensor(979.9553, device='cuda:0') (tensor(855.5311, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.9065 (0.9119990498961874) | > loader_time: 0.0122 (0.011322546995222362)  --> TIME: 2025-02-20 23:06:01 -- STEP: 339/924 -- GLOBAL_STEP: 163550 | > loss_disc: 2.295576810836792 (2.240989272221705) | > loss_disc_real_0: 0.10315397381782532 (0.13149054407809693) | > loss_disc_real_1: 0.18202637135982513 (0.18969031271681322) | > loss_disc_real_2: 0.20674510300159454 (0.20311921215162876) | > loss_disc_real_3: 0.1939040720462799 (0.20619130868651522) | > loss_disc_real_4: 0.2127295434474945 (0.20705535818869386) | > loss_disc_real_5: 0.20446082949638367 (0.20456874563982344) | > loss_0: 2.295576810836792 (2.240989272221705) | > grad_norm_0: tensor(39.9924, device='cuda:0') (tensor(57.4025, device='cuda:0')) | > loss_gen: 2.5833003520965576 (2.7727842401262603) | > loss_kl: 1.9786176681518555 (2.158284635670417) | > loss_feat: 8.032581329345703 (8.453115672840127) | > loss_mel: 15.998861312866211 (15.040404921787678) | > loss_duration: 1.5928716659545898 (1.6004574907212834) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.186229705810547 (30.02504701529984) | > grad_norm_1: tensor(575.0200, device='cuda:0') (tensor(851.1738, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.9056 (0.9122221680869044) | > loader_time: 0.0114 (0.011405952560514828)  --> TIME: 2025-02-20 23:06:47 -- STEP: 389/924 -- GLOBAL_STEP: 163600 | > loss_disc: 2.2072129249572754 (2.244688767700394) | > loss_disc_real_0: 0.13468338549137115 (0.13279000430303248) | > loss_disc_real_1: 0.1939997673034668 (0.18974975935137978) | > loss_disc_real_2: 0.14098012447357178 (0.20304570881443962) | > loss_disc_real_3: 0.16161313652992249 (0.20647953443018513) | > loss_disc_real_4: 0.18033042550086975 (0.20718340882145653) | > loss_disc_real_5: 0.19495992362499237 (0.2048655393650721) | > loss_0: 2.2072129249572754 (2.244688767700394) | > grad_norm_0: tensor(54.0554, device='cuda:0') (tensor(56.8106, device='cuda:0')) | > loss_gen: 2.7061808109283447 (2.767523892434521) | > loss_kl: 2.302260637283325 (2.1474745310364156) | > loss_feat: 8.599289894104004 (8.43584028552921) | > loss_mel: 15.386366844177246 (15.021321635013374) | > loss_duration: 1.582449197769165 (1.6003946513320608) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.576547622680664 (29.972555057555056) | > grad_norm_1: tensor(1243.4779, device='cuda:0') (tensor(847.7642, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.9204 (0.9119832822167169) | > loader_time: 0.0114 (0.01141974184384383)  --> TIME: 2025-02-20 23:07:33 -- STEP: 439/924 -- GLOBAL_STEP: 163650 | > loss_disc: 2.216839551925659 (2.2437578904058526) | > loss_disc_real_0: 0.13427765667438507 (0.13246125146610863) | > loss_disc_real_1: 0.20911413431167603 (0.1898789307047403) | > loss_disc_real_2: 0.20975197851657867 (0.20312782246322464) | > loss_disc_real_3: 0.22075171768665314 (0.20650930319125668) | > loss_disc_real_4: 0.24873951077461243 (0.20727270054111177) | > loss_disc_real_5: 0.20139160752296448 (0.20428317313449523) | > loss_0: 2.216839551925659 (2.2437578904058526) | > grad_norm_0: tensor(66.1697, device='cuda:0') (tensor(57.6484, device='cuda:0')) | > loss_gen: 2.983707904815674 (2.767635808175681) | > loss_kl: 2.018554210662842 (2.1429118360636714) | > loss_feat: 8.26749324798584 (8.421013908125547) | > loss_mel: 15.446806907653809 (15.004858473167333) | > loss_duration: 1.5836176872253418 (1.600143369889748) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.30017852783203 (29.936563439684196) | > grad_norm_1: tensor(989.6946, device='cuda:0') (tensor(862.3732, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.916 (0.9117465904470456) | > loader_time: 0.0103 (0.011433547069923212)  --> TIME: 2025-02-20 23:08:20 -- STEP: 489/924 -- GLOBAL_STEP: 163700 | > loss_disc: 2.235074043273926 (2.238718985536105) | > loss_disc_real_0: 0.1473267823457718 (0.13119052991210065) | > loss_disc_real_1: 0.186756893992424 (0.18936892231671112) | > loss_disc_real_2: 0.20865695178508759 (0.20248562591207545) | > loss_disc_real_3: 0.20114897191524506 (0.20656864104339193) | > loss_disc_real_4: 0.1766195297241211 (0.20672558184050344) | > loss_disc_real_5: 0.21402738988399506 (0.20450185291118655) | > loss_0: 2.235074043273926 (2.238718985536105) | > grad_norm_0: tensor(78.9125, device='cuda:0') (tensor(57.5005, device='cuda:0')) | > loss_gen: 2.818662166595459 (2.7737023620761496) | > loss_kl: 2.061084032058716 (2.138232733574381) | > loss_feat: 8.033734321594238 (8.449610830084678) | > loss_mel: 14.768582344055176 (15.031382796710743) | > loss_duration: 1.5955233573913574 (1.6001504940001754) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.277585983276367 (29.993079284948806) | > grad_norm_1: tensor(1106.3047, device='cuda:0') (tensor(875.0338, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.8712 (0.9117123622348215) | > loader_time: 0.0115 (0.011454940573569458)  --> TIME: 2025-02-20 23:09:06 -- STEP: 539/924 -- GLOBAL_STEP: 163750 | > loss_disc: 2.0922369956970215 (2.2383935102062913) | > loss_disc_real_0: 0.059294551610946655 (0.13148404678575173) | > loss_disc_real_1: 0.16921411454677582 (0.1892480151606845) | > loss_disc_real_2: 0.22470623254776 (0.20273299034208012) | > loss_disc_real_3: 0.17430678009986877 (0.20644861523317715) | > loss_disc_real_4: 0.18227970600128174 (0.20682439105740727) | > loss_disc_real_5: 0.15631425380706787 (0.20434427582045428) | > loss_0: 2.0922369956970215 (2.2383935102062913) | > grad_norm_0: tensor(25.7024, device='cuda:0') (tensor(58.1225, device='cuda:0')) | > loss_gen: 2.7932991981506348 (2.781077370351676) | > loss_kl: 2.3366212844848633 (2.137673626804174) | > loss_feat: 9.271246910095215 (8.45791958524035) | > loss_mel: 15.87497615814209 (15.043249521273184) | > loss_duration: 1.641007900238037 (1.601628808674432) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.917152404785156 (30.021548987761943) | > grad_norm_1: tensor(843.4758, device='cuda:0') (tensor(883.4553, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.9564 (0.911888364958188) | > loader_time: 0.0119 (0.011458935233347935)  --> TIME: 2025-02-20 23:09:53 -- STEP: 589/924 -- GLOBAL_STEP: 163800 | > loss_disc: 2.15891695022583 (2.2418345267582427) | > loss_disc_real_0: 0.11549490690231323 (0.13197624887670226) | > loss_disc_real_1: 0.20611830055713654 (0.18953019069390709) | > loss_disc_real_2: 0.2290315330028534 (0.2029300399111973) | > loss_disc_real_3: 0.20129737257957458 (0.20666307597998246) | > loss_disc_real_4: 0.1959412395954132 (0.2068264124399535) | > loss_disc_real_5: 0.19673261046409607 (0.20469549536097828) | > loss_0: 2.15891695022583 (2.2418345267582427) | > grad_norm_0: tensor(78.7655, device='cuda:0') (tensor(57.5274, device='cuda:0')) | > loss_gen: 2.9909961223602295 (2.7762732485559085) | > loss_kl: 2.082632303237915 (2.1366711814456147) | > loss_feat: 9.525574684143066 (8.437168944671319) | > loss_mel: 16.720781326293945 (15.029932945005354) | > loss_duration: 1.587537169456482 (1.6017303604423891) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.90752029418945 (29.981776718372807) | > grad_norm_1: tensor(1235.8356, device='cuda:0') (tensor(873.8612, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.911 (0.9116843228429202) | > loader_time: 0.0114 (0.011438292436972131)  --> TIME: 2025-02-20 23:10:39 -- STEP: 639/924 -- GLOBAL_STEP: 163850 | > loss_disc: 2.210313320159912 (2.241706757478312) | > loss_disc_real_0: 0.0899679884314537 (0.13166408857012932) | > loss_disc_real_1: 0.1747664362192154 (0.1895502969879126) | > loss_disc_real_2: 0.20399457216262817 (0.20303597342053853) | > loss_disc_real_3: 0.1753353625535965 (0.20673451993573627) | > loss_disc_real_4: 0.2606934905052185 (0.20685768090130205) | > loss_disc_real_5: 0.2107931226491928 (0.2047141774299559) | > loss_0: 2.210313320159912 (2.241706757478312) | > grad_norm_0: tensor(87.0643, device='cuda:0') (tensor(57.6519, device='cuda:0')) | > loss_gen: 2.883129119873047 (2.776018589688392) | > loss_kl: 2.205826997756958 (2.1382963864456324) | > loss_feat: 8.636959075927734 (8.435704538706512) | > loss_mel: 15.32666015625 (15.020285583997556) | > loss_duration: 1.5975264310836792 (1.601409989343562) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.650100708007812 (29.971715130156753) | > grad_norm_1: tensor(520.4540, device='cuda:0') (tensor(877.9049, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.9053 (0.9115760330116618) | > loader_time: 0.0117 (0.011431997743943857)  --> TIME: 2025-02-20 23:11:25 -- STEP: 689/924 -- GLOBAL_STEP: 163900 | > loss_disc: 2.209338665008545 (2.2411766768539936) | > loss_disc_real_0: 0.10614471137523651 (0.13151018142548793) | > loss_disc_real_1: 0.20185783505439758 (0.18956419139970707) | > loss_disc_real_2: 0.2312604933977127 (0.20312423061130694) | > loss_disc_real_3: 0.21171167492866516 (0.20662569670960934) | > loss_disc_real_4: 0.21877944469451904 (0.20688798787891433) | > loss_disc_real_5: 0.20555320382118225 (0.20463559944155602) | > loss_0: 2.209338665008545 (2.2411766768539936) | > grad_norm_0: tensor(46.9456, device='cuda:0') (tensor(57.0248, device='cuda:0')) | > loss_gen: 2.8947131633758545 (2.773256062769235) | > loss_kl: 1.9798988103866577 (2.1376581429051034) | > loss_feat: 8.580493927001953 (8.423870969752967) | > loss_mel: 14.525236129760742 (14.996090807312632) | > loss_duration: 1.5878856182098389 (1.6009888768369118) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.568225860595703 (29.931864881031053) | > grad_norm_1: tensor(1139.1049, device='cuda:0') (tensor(870.4895, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.9059 (0.9111307563560276) | > loader_time: 0.0132 (0.011438672532190945)  --> TIME: 2025-02-20 23:12:12 -- STEP: 739/924 -- GLOBAL_STEP: 163950 | > loss_disc: 2.5164623260498047 (2.2442835245145347) | > loss_disc_real_0: 0.22265519201755524 (0.13299744326686824) | > loss_disc_real_1: 0.2065487504005432 (0.1894224940198038) | > loss_disc_real_2: 0.22878146171569824 (0.20327662199695307) | > loss_disc_real_3: 0.2564305067062378 (0.20682365337389247) | > loss_disc_real_4: 0.23613420128822327 (0.20695790178640286) | > loss_disc_real_5: 0.20591744780540466 (0.20475601174028057) | > loss_0: 2.5164623260498047 (2.2442835245145347) | > grad_norm_0: tensor(87.9550, device='cuda:0') (tensor(57.2670, device='cuda:0')) | > loss_gen: 2.621591091156006 (2.774306580565459) | > loss_kl: 2.0782995223999023 (2.135475762319499) | > loss_feat: 7.291119575500488 (8.426149548309914) | > loss_mel: 13.995862007141113 (15.010883995902716) | > loss_duration: 1.604390025138855 (1.6010719068318156) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.59126091003418 (29.947887805221207) | > grad_norm_1: tensor(514.8940, device='cuda:0') (tensor(864.4437, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.9113 (0.911611710252878) | > loader_time: 0.0118 (0.011451812493784977)  --> TIME: 2025-02-20 23:12:58 -- STEP: 789/924 -- GLOBAL_STEP: 164000 | > loss_disc: 2.3327949047088623 (2.2442663290050393) | > loss_disc_real_0: 0.1596890538930893 (0.13246724902355925) | > loss_disc_real_1: 0.17417265474796295 (0.1894845094895332) | > loss_disc_real_2: 0.20963919162750244 (0.2032890165524488) | > loss_disc_real_3: 0.19763275980949402 (0.2068071076020844) | > loss_disc_real_4: 0.23701918125152588 (0.20712961770206953) | > loss_disc_real_5: 0.178960919380188 (0.20473024660794606) | > loss_0: 2.3327949047088623 (2.2442663290050393) | > grad_norm_0: tensor(83.1244, device='cuda:0') (tensor(57.2248, device='cuda:0')) | > loss_gen: 2.671269655227661 (2.771864396688756) | > loss_kl: 2.093503475189209 (2.13505418445674) | > loss_feat: 8.209519386291504 (8.416669820802458) | > loss_mel: 16.030345916748047 (15.014048344282143) | > loss_duration: 1.5692349672317505 (1.6015634804170842) | > amp_scaler: 64.0 (125.16096324461344) | > loss_1: 30.57387351989746 (29.939200255051915) | > grad_norm_1: tensor(847.9877, device='cuda:0') (tensor(860.5859, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.9065 (0.9113356435555771) | > loader_time: 0.0115 (0.011465436756535316) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_164000.pth  --> TIME: 2025-02-20 23:13:46 -- STEP: 839/924 -- GLOBAL_STEP: 164050 | > loss_disc: 2.2213430404663086 (2.241548626016519) | > loss_disc_real_0: 0.12701812386512756 (0.13180606836659545) | > loss_disc_real_1: 0.1672872006893158 (0.18933879402027645) | > loss_disc_real_2: 0.2088034451007843 (0.20311125738188812) | > loss_disc_real_3: 0.19178460538387299 (0.20662441117970964) | > loss_disc_real_4: 0.17816154658794403 (0.20704083739645576) | > loss_disc_real_5: 0.1942395269870758 (0.20461732575379055) | > loss_0: 2.2213430404663086 (2.241548626016519) | > grad_norm_0: tensor(45.9478, device='cuda:0') (tensor(57.1634, device='cuda:0')) | > loss_gen: 2.6925082206726074 (2.7744866281357106) | > loss_kl: 2.228311538696289 (2.135147620156778) | > loss_feat: 9.052225112915039 (8.42384322010719) | > loss_mel: 15.153619766235352 (15.025302955163676) | > loss_duration: 1.5981504917144775 (1.6010254605876386) | > amp_scaler: 64.0 (121.5160905840286) | > loss_1: 30.724815368652344 (29.959805921661413) | > grad_norm_1: tensor(563.8281, device='cuda:0') (tensor(864.6708, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.8922 (0.9111116279151925) | > loader_time: 0.0107 (0.011456340942110002)  --> TIME: 2025-02-20 23:14:33 -- STEP: 889/924 -- GLOBAL_STEP: 164100 | > loss_disc: 2.3061416149139404 (2.2409723456718518) | > loss_disc_real_0: 0.25392380356788635 (0.13255439748143183) | > loss_disc_real_1: 0.1687239557504654 (0.18914043769257136) | > loss_disc_real_2: 0.1735629141330719 (0.202957471206164) | > loss_disc_real_3: 0.21269720792770386 (0.20673222958840454) | > loss_disc_real_4: 0.2229582965373993 (0.20694176490650135) | > loss_disc_real_5: 0.2608775794506073 (0.20449661033561178) | > loss_0: 2.3061416149139404 (2.2409723456718518) | > grad_norm_0: tensor(85.3618, device='cuda:0') (tensor(57.6825, device='cuda:0')) | > loss_gen: 2.8890957832336426 (2.778409652152133) | > loss_kl: 2.0964579582214355 (2.1366257710451455) | > loss_feat: 8.919233322143555 (8.438775382240395) | > loss_mel: 15.62677001953125 (15.043922322405203) | > loss_duration: 1.5981532335281372 (1.6008703870902041) | > amp_scaler: 64.0 (118.28121484814397) | > loss_1: 31.129711151123047 (29.9986035590499) | > grad_norm_1: tensor(654.5277, device='cuda:0') (tensor(869.7180, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.9266 (0.9109165204523385) | > loader_time: 0.0123 (0.011468747603477582)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.236661434173584 (2.236661434173584) | > loss_disc_real_0: 0.12668490409851074 (0.12668490409851074) | > loss_disc_real_1: 0.2024867981672287 (0.2024867981672287) | > loss_disc_real_2: 0.1742626279592514 (0.1742626279592514) | > loss_disc_real_3: 0.19176450371742249 (0.19176450371742249) | > loss_disc_real_4: 0.1705259531736374 (0.1705259531736374) | > loss_disc_real_5: 0.1982797086238861 (0.1982797086238861) | > loss_0: 2.236661434173584 (2.236661434173584) | > loss_gen: 2.4925079345703125 (2.4925079345703125) | > loss_kl: 1.8873423337936401 (1.8873423337936401) | > loss_feat: 8.086637496948242 (8.086637496948242) | > loss_mel: 14.887112617492676 (14.887112617492676) | > loss_duration: 1.6817216873168945 (1.6817216873168945) | > loss_1: 29.035320281982422 (29.035320281982422)  --> STEP: 1 | > loss_disc: 2.3720531463623047 (2.3720531463623047) | > loss_disc_real_0: 0.16315670311450958 (0.16315670311450958) | > loss_disc_real_1: 0.19368453323841095 (0.19368453323841095) | > loss_disc_real_2: 0.18556414544582367 (0.18556414544582367) | > loss_disc_real_3: 0.20244444906711578 (0.20244444906711578) | > loss_disc_real_4: 0.20348414778709412 (0.20348414778709412) | > loss_disc_real_5: 0.21229659020900726 (0.21229659020900726) | > loss_0: 2.3720531463623047 (2.3720531463623047) | > loss_gen: 2.360149621963501 (2.360149621963501) | > loss_kl: 2.129211187362671 (2.129211187362671) | > loss_feat: 7.675123691558838 (7.675123691558838) | > loss_mel: 14.293428421020508 (14.293428421020508) | > loss_duration: 1.6812355518341064 (1.6812355518341064) | > loss_1: 28.139148712158203 (28.139148712158203)  --> STEP: 2 | > loss_disc: 2.2908575534820557 (2.33145534992218) | > loss_disc_real_0: 0.1596686989068985 (0.16141270101070404) | > loss_disc_real_1: 0.19510780274868011 (0.19439616799354553) | > loss_disc_real_2: 0.18721649050712585 (0.18639031797647476) | > loss_disc_real_3: 0.1949814260005951 (0.19871293753385544) | > loss_disc_real_4: 0.19025635719299316 (0.19687025249004364) | > loss_disc_real_5: 0.20909224450588226 (0.21069441735744476) | > loss_0: 2.2908575534820557 (2.33145534992218) | > loss_gen: 2.426220655441284 (2.3931851387023926) | > loss_kl: 2.0414035320281982 (2.0853073596954346) | > loss_feat: 7.451495170593262 (7.56330943107605) | > loss_mel: 14.187697410583496 (14.240562915802002) | > loss_duration: 1.5964884757995605 (1.6388620138168335) | > loss_1: 27.703304290771484 (27.921226501464844)  --> STEP: 3 | > loss_disc: 2.3990988731384277 (2.3540031909942627) | > loss_disc_real_0: 0.15474508702754974 (0.15919016301631927) | > loss_disc_real_1: 0.18248026072978973 (0.19042419890562692) | > loss_disc_real_2: 0.18022476136684418 (0.18433513243993124) | > loss_disc_real_3: 0.1966933012008667 (0.1980397254228592) | > loss_disc_real_4: 0.19522343575954437 (0.19632131357987723) | > loss_disc_real_5: 0.21154259145259857 (0.21097714205582938) | > loss_0: 2.3990988731384277 (2.3540031909942627) | > loss_gen: 2.2159059047698975 (2.334092060724894) | > loss_kl: 1.989723801612854 (2.0534461736679077) | > loss_feat: 7.112870693206787 (7.413163185119629) | > loss_mel: 12.756863594055176 (13.745996475219727) | > loss_duration: 1.6756874322891235 (1.651137153307597) | > loss_1: 25.751052856445312 (27.197835286458332)  --> STEP: 4 | > loss_disc: 2.4490795135498047 (2.377772271633148) | > loss_disc_real_0: 0.16472388803958893 (0.1605735942721367) | > loss_disc_real_1: 0.213182270526886 (0.1961137168109417) | > loss_disc_real_2: 0.19086085259914398 (0.18596656247973442) | > loss_disc_real_3: 0.21423795819282532 (0.20208928361535072) | > loss_disc_real_4: 0.18129746615886688 (0.19256535172462463) | > loss_disc_real_5: 0.2221597582101822 (0.21377279609441757) | > loss_0: 2.4490795135498047 (2.377772271633148) | > loss_gen: 2.2129809856414795 (2.3038142919540405) | > loss_kl: 1.7745239734649658 (1.9837156236171722) | > loss_feat: 6.191553115844727 (7.107760667800903) | > loss_mel: 11.727910995483398 (13.241475105285645) | > loss_duration: 1.7854232788085938 (1.684708684682846) | > loss_1: 23.692392349243164 (26.32147455215454)  --> STEP: 5 | > loss_disc: 2.109957695007324 (2.3242093563079833) | > loss_disc_real_0: 0.07072018086910248 (0.14260291159152985) | > loss_disc_real_1: 0.22683368623256683 (0.2022577106952667) | > loss_disc_real_2: 0.14495699107646942 (0.17776464819908142) | > loss_disc_real_3: 0.19536447525024414 (0.2007443219423294) | > loss_disc_real_4: 0.2984480559825897 (0.21374189257621765) | > loss_disc_real_5: 0.17748920619487762 (0.2065160781145096) | > loss_0: 2.109957695007324 (2.3242093563079833) | > loss_gen: 2.776970386505127 (2.3984455108642577) | > loss_kl: 1.838736653327942 (1.9547198295593262) | > loss_feat: 9.315435409545898 (7.5492956161499025) | > loss_mel: 16.9599552154541 (13.985171127319337) | > loss_duration: 1.5672701597213745 (1.6612209796905517) | > loss_1: 32.45836639404297 (27.548852920532227) --> EVAL PERFORMANCE | > avg_loader_time: 0.15885524749755858 (+0.0037225246429443137) | > avg_loss_disc: 2.3242093563079833 (-0.08986325263977069) | > avg_loss_disc_real_0: 0.14260291159152985 (-0.07647678554058074) | > avg_loss_disc_real_1: 0.2022577106952667 (-0.02032535076141359) | > avg_loss_disc_real_2: 0.17776464819908142 (-0.05103951990604402) | > avg_loss_disc_real_3: 0.2007443219423294 (-0.027113598585128768) | > avg_loss_disc_real_4: 0.21374189257621765 (-0.0602703809738159) | > avg_loss_disc_real_5: 0.2065160781145096 (-0.003910619020462025) | > avg_loss_0: 2.3242093563079833 (-0.08986325263977069) | > avg_loss_gen: 2.3984455108642577 (-0.2551279544830325) | > avg_loss_kl: 1.9547198295593262 (-0.08598759174346937) | > avg_loss_feat: 7.5492956161499025 (-0.05816078186035156) | > avg_loss_mel: 13.985171127319337 (-0.756191444396972) | > avg_loss_duration: 1.6612209796905517 (+0.017232561111450106) | > avg_loss_1: 27.548852920532227 (-1.1382358551025398)  > EPOCH: 128/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 23:15:13)   --> TIME: 2025-02-20 23:15:29 -- STEP: 15/924 -- GLOBAL_STEP: 164150 | > loss_disc: 2.4036827087402344 (2.241681369145711) | > loss_disc_real_0: 0.09549784660339355 (0.12972164203723272) | > loss_disc_real_1: 0.17787881195545197 (0.1914830724398295) | > loss_disc_real_2: 0.21526247262954712 (0.19914116660753886) | > loss_disc_real_3: 0.22915290296077728 (0.20775122145811717) | > loss_disc_real_4: 0.21881940960884094 (0.20824613968531291) | > loss_disc_real_5: 0.22316744923591614 (0.20628635783990223) | > loss_0: 2.4036827087402344 (2.241681369145711) | > grad_norm_0: tensor(19.2745, device='cuda:0') (tensor(51.0902, device='cuda:0')) | > loss_gen: 2.7106704711914062 (2.755042823155721) | > loss_kl: 2.1694748401641846 (2.152002318700155) | > loss_feat: 7.515904903411865 (8.259789498647056) | > loss_mel: 14.1825532913208 (14.761973253885905) | > loss_duration: 1.6043859720230103 (1.5827083349227906) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.1829891204834 (29.511515553792318) | > grad_norm_1: tensor(969.0727, device='cuda:0') (tensor(1073.5823, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.8887 (0.9096264203389486) | > loader_time: 0.0094 (0.011309115091959636)  --> TIME: 2025-02-20 23:16:15 -- STEP: 65/924 -- GLOBAL_STEP: 164200 | > loss_disc: 2.2786293029785156 (2.2440017810234654) | > loss_disc_real_0: 0.17390187084674835 (0.13528370249729887) | > loss_disc_real_1: 0.20952486991882324 (0.18994320745651538) | > loss_disc_real_2: 0.19333811104297638 (0.20091323623290427) | > loss_disc_real_3: 0.21487653255462646 (0.20675333050581124) | > loss_disc_real_4: 0.2168949842453003 (0.20689364923880652) | > loss_disc_real_5: 0.2245618849992752 (0.20544849817569438) | > loss_0: 2.2786293029785156 (2.2440017810234654) | > grad_norm_0: tensor(84.5936, device='cuda:0') (tensor(54.0871, device='cuda:0')) | > loss_gen: 2.7811059951782227 (2.7622477751511796) | > loss_kl: 2.28383207321167 (2.1530822167029746) | > loss_feat: 8.758890151977539 (8.462914752960202) | > loss_mel: 16.283475875854492 (15.108811862652118) | > loss_duration: 1.574131965637207 (1.60017732840318) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.681434631347656 (30.08723385150616) | > grad_norm_1: tensor(1142.3959, device='cuda:0') (tensor(923.4628, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.9509 (0.9091793977297269) | > loader_time: 0.0108 (0.011670992924616885)  --> TIME: 2025-02-20 23:17:02 -- STEP: 115/924 -- GLOBAL_STEP: 164250 | > loss_disc: 2.301471471786499 (2.243067150530608) | > loss_disc_real_0: 0.18142226338386536 (0.13327249738833183) | > loss_disc_real_1: 0.22324208915233612 (0.18874434297499446) | > loss_disc_real_2: 0.20381256937980652 (0.20123480014179063) | > loss_disc_real_3: 0.18609793484210968 (0.20681386654791625) | > loss_disc_real_4: 0.21384158730506897 (0.20745977279932604) | > loss_disc_real_5: 0.21924972534179688 (0.2044618864422259) | > loss_0: 2.301471471786499 (2.243067150530608) | > grad_norm_0: tensor(68.5963, device='cuda:0') (tensor(57.6674, device='cuda:0')) | > loss_gen: 2.830098867416382 (2.7767785341843325) | > loss_kl: 2.201803207397461 (2.1424959545550135) | > loss_feat: 8.333418846130371 (8.522317144145134) | > loss_mel: 13.92119026184082 (15.180367726865022) | > loss_duration: 1.6444761753082275 (1.5994996101959897) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.930988311767578 (30.2214587667714) | > grad_norm_1: tensor(917.5219, device='cuda:0') (tensor(924.9836, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.8652 (0.9114455513332201) | > loader_time: 0.009 (0.011452415715093194)  --> TIME: 2025-02-20 23:17:48 -- STEP: 165/924 -- GLOBAL_STEP: 164300 | > loss_disc: 2.222214937210083 (2.2399997349941363) | > loss_disc_real_0: 0.13574643433094025 (0.1330556999327559) | > loss_disc_real_1: 0.18347249925136566 (0.18853132498986788) | > loss_disc_real_2: 0.22010494768619537 (0.2014255584189386) | > loss_disc_real_3: 0.20524606108665466 (0.20684251658844224) | > loss_disc_real_4: 0.20843037962913513 (0.20750383111563594) | > loss_disc_real_5: 0.21572571992874146 (0.20345099423870897) | > loss_0: 2.222214937210083 (2.2399997349941363) | > grad_norm_0: tensor(56.8200, device='cuda:0') (tensor(59.0750, device='cuda:0')) | > loss_gen: 2.7167277336120605 (2.7793278116168403) | > loss_kl: 2.085806369781494 (2.1214575059486167) | > loss_feat: 8.317469596862793 (8.52178131161313) | > loss_mel: 15.612710952758789 (15.19816613630815) | > loss_duration: 1.6246016025543213 (1.5997344190424139) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.357316970825195 (30.220466995239256) | > grad_norm_1: tensor(590.7629, device='cuda:0') (tensor(899.1331, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.9077 (0.9106280558037035) | > loader_time: 0.011 (0.0114351850567442)  --> TIME: 2025-02-20 23:18:35 -- STEP: 215/924 -- GLOBAL_STEP: 164350 | > loss_disc: 2.1113758087158203 (2.239357895074887) | > loss_disc_real_0: 0.06756868213415146 (0.13396111246804857) | > loss_disc_real_1: 0.18756501376628876 (0.18877394268679065) | > loss_disc_real_2: 0.22572383284568787 (0.20226056173790333) | > loss_disc_real_3: 0.20928800106048584 (0.20664381876934407) | > loss_disc_real_4: 0.24916225671768188 (0.20757862343344577) | > loss_disc_real_5: 0.19206847250461578 (0.20219604483870574) | > loss_0: 2.1113758087158203 (2.239357895074887) | > grad_norm_0: tensor(46.7929, device='cuda:0') (tensor(59.5373, device='cuda:0')) | > loss_gen: 2.864759683609009 (2.7804849114528922) | > loss_kl: 2.216010570526123 (2.1268049644869444) | > loss_feat: 8.9118013381958 (8.497606845234712) | > loss_mel: 15.194745063781738 (15.15097937473031) | > loss_duration: 1.601257085800171 (1.5984532322994498) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.788572311401367 (30.154329175727312) | > grad_norm_1: tensor(949.6365, device='cuda:0') (tensor(910.1252, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.9182 (0.910887578476307) | > loader_time: 0.0113 (0.011447303239689318)  --> TIME: 2025-02-20 23:19:21 -- STEP: 265/924 -- GLOBAL_STEP: 164400 | > loss_disc: 2.2017102241516113 (2.241235526102893) | > loss_disc_real_0: 0.0985729917883873 (0.13282442940574768) | > loss_disc_real_1: 0.17142032086849213 (0.1890086644663001) | > loss_disc_real_2: 0.19515065848827362 (0.20226144470133872) | > loss_disc_real_3: 0.18386705219745636 (0.20605122098382914) | > loss_disc_real_4: 0.21867626905441284 (0.2075192760746434) | > loss_disc_real_5: 0.20571281015872955 (0.20359790668172656) | > loss_0: 2.2017102241516113 (2.241235526102893) | > grad_norm_0: tensor(35.2321, device='cuda:0') (tensor(58.2376, device='cuda:0')) | > loss_gen: 2.774977207183838 (2.7690816744318547) | > loss_kl: 2.1504764556884766 (2.130789385201797) | > loss_feat: 8.148984909057617 (8.48343465553139) | > loss_mel: 15.565705299377441 (15.123816169882721) | > loss_duration: 1.6354281902313232 (1.5993490907381165) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.275569915771484 (30.106470849379054) | > grad_norm_1: tensor(1081.6595, device='cuda:0') (tensor(873.8341, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.9018 (0.9102131276760461) | > loader_time: 0.0107 (0.011416913878242925)  --> TIME: 2025-02-20 23:20:07 -- STEP: 315/924 -- GLOBAL_STEP: 164450 | > loss_disc: 2.386356830596924 (2.239881772086735) | > loss_disc_real_0: 0.180087149143219 (0.13412669092889817) | > loss_disc_real_1: 0.1967518925666809 (0.18877706494596275) | > loss_disc_real_2: 0.16709120571613312 (0.20156725692370567) | > loss_disc_real_3: 0.20469635725021362 (0.20568454483198736) | > loss_disc_real_4: 0.22521044313907623 (0.20695700337962494) | > loss_disc_real_5: 0.20101363956928253 (0.20355168448554145) | > loss_0: 2.386356830596924 (2.239881772086735) | > grad_norm_0: tensor(58.5557, device='cuda:0') (tensor(59.2775, device='cuda:0')) | > loss_gen: 2.6035308837890625 (2.7745329750908754) | > loss_kl: 1.9583817720413208 (2.1358897084281567) | > loss_feat: 7.634411811828613 (8.50219711122058) | > loss_mel: 14.58829116821289 (15.13306969839429) | > loss_duration: 1.6351306438446045 (1.599459551251123) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.41974449157715 (30.14514890398298) | > grad_norm_1: tensor(408.8500, device='cuda:0') (tensor(873.5851, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.9019 (0.9097973028818767) | > loader_time: 0.0116 (0.011399269104003906)  --> TIME: 2025-02-20 23:20:54 -- STEP: 365/924 -- GLOBAL_STEP: 164500 | > loss_disc: 2.1718456745147705 (2.240636958161447) | > loss_disc_real_0: 0.15431033074855804 (0.13339703483124313) | > loss_disc_real_1: 0.16123288869857788 (0.18875400211713092) | > loss_disc_real_2: 0.19038182497024536 (0.20139045772487157) | > loss_disc_real_3: 0.20993296802043915 (0.20601596775120248) | > loss_disc_real_4: 0.179259791970253 (0.20738368271148364) | > loss_disc_real_5: 0.2197534143924713 (0.20426201710145767) | > loss_0: 2.1718456745147705 (2.240636958161447) | > grad_norm_0: tensor(76.3470, device='cuda:0') (tensor(57.7106, device='cuda:0')) | > loss_gen: 3.057433605194092 (2.7693582214721273) | > loss_kl: 2.2319083213806152 (2.1402656378811358) | > loss_feat: 9.439029693603516 (8.498522695776533) | > loss_mel: 16.52289390563965 (15.138796093039316) | > loss_duration: 1.590099811553955 (1.5996827386829942) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.841365814208984 (30.14662528887187) | > grad_norm_1: tensor(1306.0347, device='cuda:0') (tensor(875.9064, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.935 (0.9110636195091352) | > loader_time: 0.0109 (0.011413454682859663)  --> TIME: 2025-02-20 23:21:40 -- STEP: 415/924 -- GLOBAL_STEP: 164550 | > loss_disc: 2.3189873695373535 (2.241958880137249) | > loss_disc_real_0: 0.1060977578163147 (0.13271100802952995) | > loss_disc_real_1: 0.2185644805431366 (0.18931126479642943) | > loss_disc_real_2: 0.17812152206897736 (0.20171533970229585) | > loss_disc_real_3: 0.23140060901641846 (0.2060145204325756) | > loss_disc_real_4: 0.20055392384529114 (0.20764011862766307) | > loss_disc_real_5: 0.2065042406320572 (0.204221740939531) | > loss_0: 2.3189873695373535 (2.241958880137249) | > grad_norm_0: tensor(81.9010, device='cuda:0') (tensor(57.8020, device='cuda:0')) | > loss_gen: 2.7546274662017822 (2.7689768963549524) | > loss_kl: 2.20563006401062 (2.1457598051392903) | > loss_feat: 7.4993720054626465 (8.48273715628199) | > loss_mel: 14.052698135375977 (15.120023403397525) | > loss_duration: 1.6055692434310913 (1.5998058319091788) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.117897033691406 (30.117303020982856) | > grad_norm_1: tensor(962.2830, device='cuda:0') (tensor(884.4819, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.9303 (0.9116281618554908) | > loader_time: 0.0118 (0.011382940591099757)  --> TIME: 2025-02-20 23:22:27 -- STEP: 465/924 -- GLOBAL_STEP: 164600 | > loss_disc: 2.2029316425323486 (2.2405651907767017) | > loss_disc_real_0: 0.09905914962291718 (0.1322339723667792) | > loss_disc_real_1: 0.20390814542770386 (0.189123309043146) | > loss_disc_real_2: 0.20784693956375122 (0.2017493425838408) | > loss_disc_real_3: 0.23355670273303986 (0.2061586002188344) | > loss_disc_real_4: 0.23201364278793335 (0.2078409405805731) | > loss_disc_real_5: 0.21759724617004395 (0.204071926333571) | > loss_0: 2.2029316425323486 (2.2405651907767017) | > grad_norm_0: tensor(53.1962, device='cuda:0') (tensor(58.0008, device='cuda:0')) | > loss_gen: 2.886690378189087 (2.771148730349798) | > loss_kl: 2.1404147148132324 (2.1474948016546147) | > loss_feat: 8.57585620880127 (8.478699584673818) | > loss_mel: 14.72707462310791 (15.0926205583798) | > loss_duration: 1.6142483949661255 (1.599525199397917) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.94428253173828 (30.089488806775822) | > grad_norm_1: tensor(916.1008, device='cuda:0') (tensor(888.7715, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.9091 (0.912452115807482) | > loader_time: 0.0143 (0.01140893402919975)  --> TIME: 2025-02-20 23:23:14 -- STEP: 515/924 -- GLOBAL_STEP: 164650 | > loss_disc: 2.3708882331848145 (2.24184685447841) | > loss_disc_real_0: 0.3290210962295532 (0.13302574381955634) | > loss_disc_real_1: 0.17530657351016998 (0.1892889806946505) | > loss_disc_real_2: 0.23276542127132416 (0.2017130470680958) | > loss_disc_real_3: 0.2361128181219101 (0.20610480618129653) | > loss_disc_real_4: 0.2213028520345688 (0.20797638039565777) | > loss_disc_real_5: 0.21831496059894562 (0.2043158336750512) | > loss_0: 2.3708882331848145 (2.24184685447841) | > grad_norm_0: tensor(80.9649, device='cuda:0') (tensor(58.0864, device='cuda:0')) | > loss_gen: 2.850294828414917 (2.7719389322891983) | > loss_kl: 2.089402675628662 (2.1439567857575685) | > loss_feat: 8.31990909576416 (8.468065032218277) | > loss_mel: 15.044501304626465 (15.079983048300141) | > loss_duration: 1.5995830297470093 (1.5996110061997342) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.903688430786133 (30.063554745275997) | > grad_norm_1: tensor(779.9788, device='cuda:0') (tensor(888.6981, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.9341 (0.9127721855941328) | > loader_time: 0.0113 (0.011419920782441079)  --> TIME: 2025-02-20 23:24:00 -- STEP: 565/924 -- GLOBAL_STEP: 164700 | > loss_disc: 2.1485273838043213 (2.2433775627507573) | > loss_disc_real_0: 0.10694332420825958 (0.13395087574567427) | > loss_disc_real_1: 0.19405151903629303 (0.18924432090953391) | > loss_disc_real_2: 0.16831043362617493 (0.2016305717219293) | > loss_disc_real_3: 0.20954251289367676 (0.20601287932522533) | > loss_disc_real_4: 0.23273754119873047 (0.20778951270390394) | > loss_disc_real_5: 0.21294286847114563 (0.2044094006308411) | > loss_0: 2.1485273838043213 (2.2433775627507573) | > grad_norm_0: tensor(47.4571, device='cuda:0') (tensor(56.7795, device='cuda:0')) | > loss_gen: 2.9508094787597656 (2.769273648641808) | > loss_kl: 2.217982769012451 (2.1415598500091444) | > loss_feat: 9.606321334838867 (8.462347014604424) | > loss_mel: 16.413354873657227 (15.070569651105762) | > loss_duration: 1.5927950143814087 (1.599667439207566) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.78126525878906 (30.043417560948736) | > grad_norm_1: tensor(1437.2594, device='cuda:0') (tensor(873.8543, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.901 (0.9128405039289357) | > loader_time: 0.0115 (0.011442746103337391)  --> TIME: 2025-02-20 23:24:46 -- STEP: 615/924 -- GLOBAL_STEP: 164750 | > loss_disc: 2.158289909362793 (2.241724063128961) | > loss_disc_real_0: 0.1131424680352211 (0.1337252984141433) | > loss_disc_real_1: 0.17540864646434784 (0.18904276572591885) | > loss_disc_real_2: 0.19334416091442108 (0.20164207128005293) | > loss_disc_real_3: 0.21358032524585724 (0.20602775657080064) | > loss_disc_real_4: 0.22384224832057953 (0.2077557451599012) | > loss_disc_real_5: 0.20286622643470764 (0.20433078243480454) | > loss_0: 2.158289909362793 (2.241724063128961) | > grad_norm_0: tensor(40.3484, device='cuda:0') (tensor(56.7174, device='cuda:0')) | > loss_gen: 2.8190319538116455 (2.7699450392064064) | > loss_kl: 1.8970619440078735 (2.1376961370793808) | > loss_feat: 9.076714515686035 (8.464575876840739) | > loss_mel: 15.86191177368164 (15.06755427383795) | > loss_duration: 1.610785961151123 (1.5994132974283477) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.2655086517334 (30.039184579616638) | > grad_norm_1: tensor(1260.8031, device='cuda:0') (tensor(885.7039, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.8868 (0.9127422367654195) | > loader_time: 0.0101 (0.011447218375477368)  --> TIME: 2025-02-20 23:25:33 -- STEP: 665/924 -- GLOBAL_STEP: 164800 | > loss_disc: 2.207481861114502 (2.241227527847864) | > loss_disc_real_0: 0.07525540143251419 (0.13365040528482977) | > loss_disc_real_1: 0.16246087849140167 (0.1890001833662951) | > loss_disc_real_2: 0.20379239320755005 (0.20157222236905778) | > loss_disc_real_3: 0.22152702510356903 (0.20588387367420635) | > loss_disc_real_4: 0.1770937293767929 (0.20754669904708853) | > loss_disc_real_5: 0.18309034407138824 (0.20431380231577642) | > loss_0: 2.207481861114502 (2.241227527847864) | > grad_norm_0: tensor(65.1569, device='cuda:0') (tensor(57.4358, device='cuda:0')) | > loss_gen: 2.8768038749694824 (2.770592503798637) | > loss_kl: 2.114820718765259 (2.1348248234368845) | > loss_feat: 9.37903881072998 (8.464144782733213) | > loss_mel: 16.581127166748047 (15.053873685965861) | > loss_duration: 1.5570876598358154 (1.5993179482624935) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.50887680053711 (30.02275369687188) | > grad_norm_1: tensor(1251.9474, device='cuda:0') (tensor(894.9194, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.92 (0.9127310670408091) | > loader_time: 0.0167 (0.011450767875614026)  --> TIME: 2025-02-20 23:26:19 -- STEP: 715/924 -- GLOBAL_STEP: 164850 | > loss_disc: 2.2926461696624756 (2.2405797348155825) | > loss_disc_real_0: 0.13154667615890503 (0.13332770601748603) | > loss_disc_real_1: 0.19494715332984924 (0.18890573463656685) | > loss_disc_real_2: 0.19682367146015167 (0.20180841461345034) | > loss_disc_real_3: 0.19859275221824646 (0.20570491727415507) | > loss_disc_real_4: 0.2588392496109009 (0.20762676746695183) | > loss_disc_real_5: 0.24319393932819366 (0.20437925299564433) | > loss_0: 2.2926461696624756 (2.2405797348155825) | > grad_norm_0: tensor(59.4265, device='cuda:0') (tensor(56.9782, device='cuda:0')) | > loss_gen: 2.728407621383667 (2.768505880382514) | > loss_kl: 2.056920051574707 (2.1325531576063286) | > loss_feat: 8.609160423278809 (8.459577020898568) | > loss_mel: 15.774202346801758 (15.054755559000936) | > loss_duration: 1.6386299133300781 (1.5993230981426634) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.80731964111328 (30.01471466918092) | > grad_norm_1: tensor(1153.5988, device='cuda:0') (tensor(886.8666, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.9071 (0.9127136143771085) | > loader_time: 0.0112 (0.011442857355504613)  --> TIME: 2025-02-20 23:27:06 -- STEP: 765/924 -- GLOBAL_STEP: 164900 | > loss_disc: 2.3861613273620605 (2.2414827655343426) | > loss_disc_real_0: 0.2624787390232086 (0.13420274786505063) | > loss_disc_real_1: 0.16720108687877655 (0.18880994000466042) | > loss_disc_real_2: 0.19049613177776337 (0.20183067304246566) | > loss_disc_real_3: 0.19523954391479492 (0.20561669899357699) | > loss_disc_real_4: 0.19875207543373108 (0.2074503039222916) | > loss_disc_real_5: 0.21901939809322357 (0.20432083503483162) | > loss_0: 2.3861613273620605 (2.2414827655343426) | > grad_norm_0: tensor(123.2271, device='cuda:0') (tensor(57.5985, device='cuda:0')) | > loss_gen: 2.784242630004883 (2.770824705697357) | > loss_kl: 2.0447442531585693 (2.1305435199363605) | > loss_feat: 8.426499366760254 (8.466006528318317) | > loss_mel: 15.505877494812012 (15.073687957314885) | > loss_duration: 1.6362860202789307 (1.5996502139209916) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.39764976501465 (30.040712885139815) | > grad_norm_1: tensor(450.1002, device='cuda:0') (tensor(887.2492, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.9173 (0.9126603858922822) | > loader_time: 0.0116 (0.01142406027301465)  --> TIME: 2025-02-20 23:27:52 -- STEP: 815/924 -- GLOBAL_STEP: 164950 | > loss_disc: 2.226991891860962 (2.2403917906474446) | > loss_disc_real_0: 0.15481507778167725 (0.1337256265289946) | > loss_disc_real_1: 0.18165594339370728 (0.18893559116161673) | > loss_disc_real_2: 0.21339911222457886 (0.20178509712950585) | > loss_disc_real_3: 0.19639256596565247 (0.20560220494592124) | > loss_disc_real_4: 0.22664766013622284 (0.2074103790923861) | > loss_disc_real_5: 0.19229476153850555 (0.20427498793675117) | > loss_0: 2.226991891860962 (2.2403917906474446) | > grad_norm_0: tensor(106.5641, device='cuda:0') (tensor(57.5775, device='cuda:0')) | > loss_gen: 2.8237040042877197 (2.7724051171285287) | > loss_kl: 2.1832287311553955 (2.1311757706425705) | > loss_feat: 8.187766075134277 (8.467034760574613) | > loss_mel: 15.574054718017578 (15.076009606437449) | > loss_duration: 1.6268653869628906 (1.5995660653143566) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.395618438720703 (30.04619128689444) | > grad_norm_1: tensor(1252.7213, device='cuda:0') (tensor(884.5859, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.9265 (0.9124955700950389) | > loader_time: 0.012 (0.011424895737068794)  --> TIME: 2025-02-20 23:28:38 -- STEP: 865/924 -- GLOBAL_STEP: 165000 | > loss_disc: 2.186378002166748 (2.2389504529148154) | > loss_disc_real_0: 0.18231530487537384 (0.13314964224320652) | > loss_disc_real_1: 0.19113770127296448 (0.18899919499207093) | > loss_disc_real_2: 0.19316406548023224 (0.20174109350050115) | > loss_disc_real_3: 0.2599354386329651 (0.2055756775974539) | > loss_disc_real_4: 0.2132042646408081 (0.20729190646913004) | > loss_disc_real_5: 0.2031296342611313 (0.20419463756456535) | > loss_0: 2.186378002166748 (2.2389504529148154) | > grad_norm_0: tensor(99.3959, device='cuda:0') (tensor(57.6036, device='cuda:0')) | > loss_gen: 2.917250871658325 (2.7748942259419214) | > loss_kl: 2.061493396759033 (2.1307887620319526) | > loss_feat: 8.80168628692627 (8.473991107389413) | > loss_mel: 15.605118751525879 (15.078705034641862) | > loss_duration: 1.5908211469650269 (1.5996816472511066) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.97637176513672 (30.058060755205982) | > grad_norm_1: tensor(684.9930, device='cuda:0') (tensor(884.4965, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.9173 (0.9116050714702275) | > loader_time: 0.0119 (0.01143440538748152) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_165000.pth  --> TIME: 2025-02-20 23:29:25 -- STEP: 915/924 -- GLOBAL_STEP: 165050 | > loss_disc: 2.281198501586914 (2.240258317176109) | > loss_disc_real_0: 0.15855196118354797 (0.13316318426138743) | > loss_disc_real_1: 0.17550213634967804 (0.1890481188811891) | > loss_disc_real_2: 0.1773819625377655 (0.2018330347831132) | > loss_disc_real_3: 0.20106123387813568 (0.20580863643213707) | > loss_disc_real_4: 0.2078462839126587 (0.2072716474858789) | > loss_disc_real_5: 0.2403745800256729 (0.20452012323616625) | > loss_0: 2.281198501586914 (2.240258317176109) | > grad_norm_0: tensor(74.1895, device='cuda:0') (tensor(57.4236, device='cuda:0')) | > loss_gen: 2.7427148818969727 (2.7730950738562954) | > loss_kl: 2.066129207611084 (2.1301454985728028) | > loss_feat: 8.720802307128906 (8.471057354557056) | > loss_mel: 15.651403427124023 (15.089172125644371) | > loss_duration: 1.5554550886154175 (1.5993890436620655) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.73650360107422 (30.06285907557753) | > grad_norm_1: tensor(1134.2814, device='cuda:0') (tensor(873.1151, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.8589 (0.9105714477476526) | > loader_time: 0.01 (0.011432698776161744)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.636957883834839 (2.636957883834839) | > loss_disc_real_0: 0.23548012971878052 (0.23548012971878052) | > loss_disc_real_1: 0.23774540424346924 (0.23774540424346924) | > loss_disc_real_2: 0.24643823504447937 (0.24643823504447937) | > loss_disc_real_3: 0.22214795649051666 (0.22214795649051666) | > loss_disc_real_4: 0.20605942606925964 (0.20605942606925964) | > loss_disc_real_5: 0.2380758672952652 (0.2380758672952652) | > loss_0: 2.636957883834839 (2.636957883834839) | > loss_gen: 2.225602149963379 (2.225602149963379) | > loss_kl: 1.9759904146194458 (1.9759904146194458) | > loss_feat: 6.38796854019165 (6.38796854019165) | > loss_mel: 12.620403289794922 (12.620403289794922) | > loss_duration: 1.659546971321106 (1.659546971321106) | > loss_1: 24.8695125579834 (24.8695125579834)  --> STEP: 1 | > loss_disc: 2.661170482635498 (2.661170482635498) | > loss_disc_real_0: 0.2777649462223053 (0.2777649462223053) | > loss_disc_real_1: 0.24736344814300537 (0.24736344814300537) | > loss_disc_real_2: 0.25225183367729187 (0.25225183367729187) | > loss_disc_real_3: 0.20544403791427612 (0.20544403791427612) | > loss_disc_real_4: 0.18358400464057922 (0.18358400464057922) | > loss_disc_real_5: 0.23076413571834564 (0.23076413571834564) | > loss_0: 2.661170482635498 (2.661170482635498) | > loss_gen: 2.196700096130371 (2.196700096130371) | > loss_kl: 2.098778486251831 (2.098778486251831) | > loss_feat: 6.793800354003906 (6.793800354003906) | > loss_mel: 13.485895156860352 (13.485895156860352) | > loss_duration: 1.6885337829589844 (1.6885337829589844) | > loss_1: 26.263710021972656 (26.263710021972656)  --> STEP: 2 | > loss_disc: 2.612940788269043 (2.6370556354522705) | > loss_disc_real_0: 0.25490617752075195 (0.2663355618715286) | > loss_disc_real_1: 0.26604628562927246 (0.2567048668861389) | > loss_disc_real_2: 0.2608828842639923 (0.2565673589706421) | > loss_disc_real_3: 0.22035673260688782 (0.21290038526058197) | > loss_disc_real_4: 0.19111673533916473 (0.18735036998987198) | > loss_disc_real_5: 0.20970502495765686 (0.22023458033800125) | > loss_0: 2.612940788269043 (2.6370556354522705) | > loss_gen: 2.2987799644470215 (2.2477400302886963) | > loss_kl: 2.003261089324951 (2.051019787788391) | > loss_feat: 6.968832492828369 (6.881316423416138) | > loss_mel: 13.20571231842041 (13.34580373764038) | > loss_duration: 1.5838273763656616 (1.636180579662323) | > loss_1: 26.060415267944336 (26.162062644958496)  --> STEP: 3 | > loss_disc: 2.713036298751831 (2.6623825232187905) | > loss_disc_real_0: 0.29953569173812866 (0.27740227182706195) | > loss_disc_real_1: 0.23329263925552368 (0.24890079100926718) | > loss_disc_real_2: 0.23305225372314453 (0.24872899055480957) | > loss_disc_real_3: 0.2120811492204666 (0.21262730658054352) | > loss_disc_real_4: 0.19500644505023956 (0.1899023950099945) | > loss_disc_real_5: 0.2594940960407257 (0.23332108557224274) | > loss_0: 2.713036298751831 (2.6623825232187905) | > loss_gen: 2.168485164642334 (2.2213217417399087) | > loss_kl: 2.0107455253601074 (2.03759503364563) | > loss_feat: 6.624001979827881 (6.795544942220052) | > loss_mel: 12.620339393615723 (13.103982289632162) | > loss_duration: 1.679006576538086 (1.650455911954244) | > loss_1: 25.10257911682129 (25.80890146891276)  --> STEP: 4 | > loss_disc: 2.6882715225219727 (2.668854773044586) | > loss_disc_real_0: 0.2532065510749817 (0.2713533416390419) | > loss_disc_real_1: 0.24660544097423553 (0.24832695350050926) | > loss_disc_real_2: 0.25962144136428833 (0.25145210325717926) | > loss_disc_real_3: 0.22469089925289154 (0.21564320474863052) | > loss_disc_real_4: 0.19928541779518127 (0.1922481507062912) | > loss_disc_real_5: 0.24565836787223816 (0.2364054061472416) | > loss_0: 2.6882715225219727 (2.668854773044586) | > loss_gen: 2.206044912338257 (2.217502534389496) | > loss_kl: 1.7671078443527222 (1.969973236322403) | > loss_feat: 6.286834239959717 (6.668367266654968) | > loss_mel: 12.52519416809082 (12.959285259246826) | > loss_duration: 1.7354844808578491 (1.6717130541801453) | > loss_1: 24.520666122436523 (25.4868426322937)  --> STEP: 5 | > loss_disc: 2.547670602798462 (2.6446179389953612) | > loss_disc_real_0: 0.23163960874080658 (0.26341059505939485) | > loss_disc_real_1: 0.14922858774662018 (0.22850728034973145) | > loss_disc_real_2: 0.1874738186597824 (0.2386564463376999) | > loss_disc_real_3: 0.11139754205942154 (0.19479407221078873) | > loss_disc_real_4: 0.18103334307670593 (0.19000518918037415) | > loss_disc_real_5: 0.2877710163593292 (0.24667852818965913) | > loss_0: 2.547670602798462 (2.6446179389953612) | > loss_gen: 2.1183125972747803 (2.1976645469665526) | > loss_kl: 1.7757697105407715 (1.9311325311660767) | > loss_feat: 9.521354675292969 (7.2389647483825685) | > loss_mel: 17.299592971801758 (13.827346801757812) | > loss_duration: 1.5521876811981201 (1.6478079795837401) | > loss_1: 32.26721954345703 (26.84291801452637) --> EVAL PERFORMANCE | > avg_loader_time: 0.16066513061523438 (+0.001809883117675798) | > avg_loss_disc: 2.6446179389953612 (+0.32040858268737793) | > avg_loss_disc_real_0: 0.26341059505939485 (+0.120807683467865) | > avg_loss_disc_real_1: 0.22850728034973145 (+0.026249569654464733) | > avg_loss_disc_real_2: 0.2386564463376999 (+0.060891798138618475) | > avg_loss_disc_real_3: 0.19479407221078873 (-0.00595024973154068) | > avg_loss_disc_real_4: 0.19000518918037415 (-0.023736703395843495) | > avg_loss_disc_real_5: 0.24667852818965913 (+0.04016245007514954) | > avg_loss_0: 2.6446179389953612 (+0.32040858268737793) | > avg_loss_gen: 2.1976645469665526 (-0.20078096389770517) | > avg_loss_kl: 1.9311325311660767 (-0.023587298393249467) | > avg_loss_feat: 7.2389647483825685 (-0.310330867767334) | > avg_loss_mel: 13.827346801757812 (-0.15782432556152415) | > avg_loss_duration: 1.6478079795837401 (-0.013413000106811568) | > avg_loss_1: 26.84291801452637 (-0.705934906005858)  > EPOCH: 129/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 23:29:42)   --> TIME: 2025-02-20 23:30:23 -- STEP: 41/924 -- GLOBAL_STEP: 165100 | > loss_disc: 2.233215808868408 (2.2596396033356836) | > loss_disc_real_0: 0.13716506958007812 (0.1426691720035018) | > loss_disc_real_1: 0.17024675011634827 (0.1919501747299985) | > loss_disc_real_2: 0.19175511598587036 (0.2054969170471517) | > loss_disc_real_3: 0.1858408898115158 (0.20636805383170523) | > loss_disc_real_4: 0.1768542379140854 (0.20680473708524932) | > loss_disc_real_5: 0.21670323610305786 (0.20170597259591266) | > loss_0: 2.233215808868408 (2.2596396033356836) | > grad_norm_0: tensor(54.6683, device='cuda:0') (tensor(47.6122, device='cuda:0')) | > loss_gen: 2.741123914718628 (2.766691550975893) | > loss_kl: 2.1052067279815674 (2.1330174207687387) | > loss_feat: 7.952425003051758 (8.45901809087614) | > loss_mel: 14.119181632995605 (15.00834820910198) | > loss_duration: 1.612122654914856 (1.5991297989356807) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.530059814453125 (29.96620527127894) | > grad_norm_1: tensor(1051.3442, device='cuda:0') (tensor(721.2213, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.8956 (0.9189519649598656) | > loader_time: 0.0115 (0.011175359167703769)  --> TIME: 2025-02-20 23:31:09 -- STEP: 91/924 -- GLOBAL_STEP: 165150 | > loss_disc: 2.30285382270813 (2.2338547772103614) | > loss_disc_real_0: 0.0901813805103302 (0.13187729780163085) | > loss_disc_real_1: 0.19986817240715027 (0.19224595663311717) | > loss_disc_real_2: 0.2000649869441986 (0.20278847299434327) | > loss_disc_real_3: 0.24899478256702423 (0.2060765027999878) | > loss_disc_real_4: 0.19404076039791107 (0.20663761322969915) | > loss_disc_real_5: 0.20381741225719452 (0.20038758644035884) | > loss_0: 2.30285382270813 (2.2338547772103614) | > grad_norm_0: tensor(37.8442, device='cuda:0') (tensor(51.3866, device='cuda:0')) | > loss_gen: 2.7182064056396484 (2.7980785972469473) | > loss_kl: 2.105447769165039 (2.110367473665175) | > loss_feat: 7.298381328582764 (8.507186030293557) | > loss_mel: 13.945881843566895 (15.05537189232124) | > loss_duration: 1.5941195487976074 (1.6015113343249314) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.662038803100586 (30.0725154038314) | > grad_norm_1: tensor(357.6956, device='cuda:0') (tensor(831.5379, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.8865 (0.9156887059683329) | > loader_time: 0.0129 (0.011520210203233659)  --> TIME: 2025-02-20 23:31:55 -- STEP: 141/924 -- GLOBAL_STEP: 165200 | > loss_disc: 2.2181220054626465 (2.2357498661000674) | > loss_disc_real_0: 0.22324134409427643 (0.134172074813792) | > loss_disc_real_1: 0.17412400245666504 (0.19104664291895873) | > loss_disc_real_2: 0.2143823653459549 (0.20273083913410808) | > loss_disc_real_3: 0.24373139441013336 (0.2054180755471507) | > loss_disc_real_4: 0.19497723877429962 (0.20736439272444296) | > loss_disc_real_5: 0.22036713361740112 (0.20077480798494735) | > loss_0: 2.2181220054626465 (2.2357498661000674) | > grad_norm_0: tensor(81.5038, device='cuda:0') (tensor(55.5567, device='cuda:0')) | > loss_gen: 3.004047155380249 (2.8025924483089595) | > loss_kl: 2.04105806350708 (2.0966999742156216) | > loss_feat: 9.078858375549316 (8.490422049312727) | > loss_mel: 16.23457908630371 (15.066832596528615) | > loss_duration: 1.6051450967788696 (1.6009660967698336) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.963687896728516 (30.0575131355448) | > grad_norm_1: tensor(623.4460, device='cuda:0') (tensor(851.3247, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.9149 (0.9105172410924384) | > loader_time: 0.011 (0.011422162360333384)  --> TIME: 2025-02-20 23:32:41 -- STEP: 191/924 -- GLOBAL_STEP: 165250 | > loss_disc: 2.2099721431732178 (2.244609447673977) | > loss_disc_real_0: 0.13242438435554504 (0.1330186833105787) | > loss_disc_real_1: 0.18318134546279907 (0.19143660912651042) | > loss_disc_real_2: 0.20495665073394775 (0.20360274644110218) | > loss_disc_real_3: 0.20824278891086578 (0.20598186716359324) | > loss_disc_real_4: 0.18738365173339844 (0.20769971414074223) | > loss_disc_real_5: 0.23527511954307556 (0.2028787097069606) | > loss_0: 2.2099721431732178 (2.244609447673977) | > grad_norm_0: tensor(76.7199, device='cuda:0') (tensor(53.1605, device='cuda:0')) | > loss_gen: 2.72060489654541 (2.7811909183781807) | > loss_kl: 2.08593487739563 (2.12340646139614) | > loss_feat: 8.693547248840332 (8.436976630026134) | > loss_mel: 16.148609161376953 (15.021464392776888) | > loss_duration: 1.5697004795074463 (1.5982022610010278) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.21839714050293 (29.96124055872413) | > grad_norm_1: tensor(408.7239, device='cuda:0') (tensor(826.7410, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.9427 (0.9109596794188335) | > loader_time: 0.0115 (0.011462239070712584)  --> TIME: 2025-02-20 23:33:28 -- STEP: 241/924 -- GLOBAL_STEP: 165300 | > loss_disc: 2.3706910610198975 (2.2399263485833334) | > loss_disc_real_0: 0.1032954752445221 (0.1318553468343876) | > loss_disc_real_1: 0.20859062671661377 (0.19103791450316482) | > loss_disc_real_2: 0.2874082028865814 (0.2038609624156319) | > loss_disc_real_3: 0.2369915395975113 (0.20584937528208577) | > loss_disc_real_4: 0.2424604594707489 (0.20702732462605994) | > loss_disc_real_5: 0.24081219732761383 (0.2027042320778756) | > loss_0: 2.3706910610198975 (2.2399263485833334) | > grad_norm_0: tensor(58.7071, device='cuda:0') (tensor(53.3631, device='cuda:0')) | > loss_gen: 2.7353672981262207 (2.780223524916716) | > loss_kl: 1.9855854511260986 (2.1204184565801323) | > loss_feat: 7.351625919342041 (8.435924625001013) | > loss_mel: 14.361336708068848 (15.031597062265229) | > loss_duration: 1.586053729057312 (1.599794909172533) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.019968032836914 (29.967958481974623) | > grad_norm_1: tensor(867.8224, device='cuda:0') (tensor(852.9072, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.9415 (0.9113692089729784) | > loader_time: 0.0117 (0.011490261900969067)  --> TIME: 2025-02-20 23:34:14 -- STEP: 291/924 -- GLOBAL_STEP: 165350 | > loss_disc: 2.2041614055633545 (2.238892006710224) | > loss_disc_real_0: 0.12216953933238983 (0.1315849713622705) | > loss_disc_real_1: 0.1671825349330902 (0.19069510995317573) | > loss_disc_real_2: 0.17657354474067688 (0.20352552672432053) | > loss_disc_real_3: 0.18812362849712372 (0.2059339090823308) | > loss_disc_real_4: 0.20843617618083954 (0.2065892775648648) | > loss_disc_real_5: 0.18558990955352783 (0.20307107228798563) | > loss_0: 2.2041614055633545 (2.238892006710224) | > grad_norm_0: tensor(40.4323, device='cuda:0') (tensor(55.6810, device='cuda:0')) | > loss_gen: 2.53824782371521 (2.7871382416728436) | > loss_kl: 2.1674296855926514 (2.1176078540762657) | > loss_feat: 7.870075702667236 (8.45363960561064) | > loss_mel: 12.921542167663574 (15.029262978596376) | > loss_duration: 1.6182001829147339 (1.6001627166656287) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.115495681762695 (29.98781128847312) | > grad_norm_1: tensor(869.1913, device='cuda:0') (tensor(863.4333, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.8986 (0.911998070392412) | > loader_time: 0.0112 (0.011453526126560068)  --> TIME: 2025-02-20 23:35:01 -- STEP: 341/924 -- GLOBAL_STEP: 165400 | > loss_disc: 2.3182485103607178 (2.237797303283668) | > loss_disc_real_0: 0.15894147753715515 (0.13056843394626627) | > loss_disc_real_1: 0.2190558761358261 (0.19058840990590908) | > loss_disc_real_2: 0.16807076334953308 (0.20319187007516717) | > loss_disc_real_3: 0.2111942172050476 (0.20611194921029277) | > loss_disc_real_4: 0.2223583459854126 (0.20669190502586252) | > loss_disc_real_5: 0.21776442229747772 (0.2027727082328014) | > loss_0: 2.3182485103607178 (2.237797303283668) | > grad_norm_0: tensor(53.5822, device='cuda:0') (tensor(56.3001, device='cuda:0')) | > loss_gen: 2.6322879791259766 (2.7912511769627564) | > loss_kl: 1.9546902179718018 (2.120886099303571) | > loss_feat: 7.779670238494873 (8.469893893188743) | > loss_mel: 15.138750076293945 (15.051891880650674) | > loss_duration: 1.5724271535873413 (1.6001221161783625) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.07782745361328 (30.03404508238314) | > grad_norm_1: tensor(449.8905, device='cuda:0') (tensor(866.6163, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.9425 (0.9133981952219764) | > loader_time: 0.0108 (0.011454232626996082)  --> TIME: 2025-02-20 23:35:48 -- STEP: 391/924 -- GLOBAL_STEP: 165450 | > loss_disc: 2.1874969005584717 (2.2384929885644733) | > loss_disc_real_0: 0.10925410687923431 (0.13111608231540225) | > loss_disc_real_1: 0.16509585082530975 (0.1905720726684536) | > loss_disc_real_2: 0.1703898161649704 (0.20319535600407357) | > loss_disc_real_3: 0.21190102398395538 (0.2060874227596366) | > loss_disc_real_4: 0.20257331430912018 (0.20673086724775222) | > loss_disc_real_5: 0.23283283412456512 (0.20293219391342326) | > loss_0: 2.1874969005584717 (2.2384929885644733) | > grad_norm_0: tensor(45.4250, device='cuda:0') (tensor(57.0423, device='cuda:0')) | > loss_gen: 2.841707229614258 (2.788662127521643) | > loss_kl: 2.126206398010254 (2.12084591266749) | > loss_feat: 8.671863555908203 (8.455490348893974) | > loss_mel: 15.726631164550781 (15.028139465605207) | > loss_duration: 1.6273391246795654 (1.6000869719268729) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.993745803833008 (29.99322472691841) | > grad_norm_1: tensor(844.7774, device='cuda:0') (tensor(862.7908, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.9241 (0.9138549105895449) | > loader_time: 0.0141 (0.011430839748333787)  --> TIME: 2025-02-20 23:36:35 -- STEP: 441/924 -- GLOBAL_STEP: 165500 | > loss_disc: 2.085374355316162 (2.2359761670062865) | > loss_disc_real_0: 0.08102842420339584 (0.12998949923888362) | > loss_disc_real_1: 0.14103107154369354 (0.19044913290714732) | > loss_disc_real_2: 0.20056606829166412 (0.20314015177777572) | > loss_disc_real_3: 0.2068324089050293 (0.20593988973132066) | > loss_disc_real_4: 0.21840588748455048 (0.20700178955958273) | > loss_disc_real_5: 0.23302030563354492 (0.2032711909674193) | > loss_0: 2.085374355316162 (2.2359761670062865) | > grad_norm_0: tensor(32.6701, device='cuda:0') (tensor(57.0628, device='cuda:0')) | > loss_gen: 2.9755985736846924 (2.787742942909536) | > loss_kl: 1.9922627210617065 (2.120009307688325) | > loss_feat: 8.978696823120117 (8.454004672649504) | > loss_mel: 14.992176055908203 (15.025776287866018) | > loss_duration: 1.6010470390319824 (1.600200205973758) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.53978157043457 (29.9877333176109) | > grad_norm_1: tensor(1164.8369, device='cuda:0') (tensor(871.7435, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.8761 (0.9140518679370145) | > loader_time: 0.0131 (0.011431915689758163)  --> TIME: 2025-02-20 23:37:21 -- STEP: 491/924 -- GLOBAL_STEP: 165550 | > loss_disc: 2.252471446990967 (2.238344260728529) | > loss_disc_real_0: 0.16770216822624207 (0.13149780141997733) | > loss_disc_real_1: 0.16752050817012787 (0.19026532080290032) | > loss_disc_real_2: 0.23426386713981628 (0.20302817838497905) | > loss_disc_real_3: 0.21098026633262634 (0.20608582042628054) | > loss_disc_real_4: 0.21123789250850677 (0.2068642267081014) | > loss_disc_real_5: 0.19588519632816315 (0.2032471514949974) | > loss_0: 2.252471446990967 (2.238344260728529) | > grad_norm_0: tensor(57.8624, device='cuda:0') (tensor(56.8973, device='cuda:0')) | > loss_gen: 2.7767107486724854 (2.7866113462661786) | > loss_kl: 2.256134033203125 (2.12291916203353) | > loss_feat: 8.54563045501709 (8.451921863128607) | > loss_mel: 15.563318252563477 (15.030937480343821) | > loss_duration: 1.6289969682693481 (1.6001056204502555) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.770790100097656 (29.99249537947707) | > grad_norm_1: tensor(1062.8187, device='cuda:0') (tensor(868.4243, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.9334 (0.9146922974868121) | > loader_time: 0.0115 (0.011457560261495244)  --> TIME: 2025-02-20 23:38:08 -- STEP: 541/924 -- GLOBAL_STEP: 165600 | > loss_disc: 2.480590343475342 (2.2405774591149776) | > loss_disc_real_0: 0.12635770440101624 (0.13268017673145382) | > loss_disc_real_1: 0.2062235325574875 (0.19009029314390175) | > loss_disc_real_2: 0.23607245087623596 (0.20296689171116808) | > loss_disc_real_3: 0.2051328867673874 (0.20618324182831205) | > loss_disc_real_4: 0.25357577204704285 (0.2068143856613561) | > loss_disc_real_5: 0.20435704290866852 (0.203255254961206) | > loss_0: 2.480590343475342 (2.2405774591149776) | > grad_norm_0: tensor(41.0289, device='cuda:0') (tensor(56.9504, device='cuda:0')) | > loss_gen: 2.4934921264648438 (2.783036949453866) | > loss_kl: 2.119197368621826 (2.126158920321578) | > loss_feat: 6.762711524963379 (8.44035748589282) | > loss_mel: 13.219085693359375 (15.02675116392689) | > loss_duration: 1.6226913928985596 (1.6006023315316873) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.217178344726562 (29.976906774665427) | > grad_norm_1: tensor(394.8220, device='cuda:0') (tensor(871.0092, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.9076 (0.9146240907764258) | > loader_time: 0.0114 (0.011456753542154422)  --> TIME: 2025-02-20 23:38:54 -- STEP: 591/924 -- GLOBAL_STEP: 165650 | > loss_disc: 2.176866292953491 (2.241653303809578) | > loss_disc_real_0: 0.13407957553863525 (0.132607397334981) | > loss_disc_real_1: 0.19737036526203156 (0.1899736871321997) | > loss_disc_real_2: 0.18237249553203583 (0.20319529129869854) | > loss_disc_real_3: 0.22518885135650635 (0.20649555681018048) | > loss_disc_real_4: 0.20709671080112457 (0.20683951083375315) | > loss_disc_real_5: 0.17814218997955322 (0.203616291486269) | > loss_0: 2.176866292953491 (2.241653303809578) | > grad_norm_0: tensor(58.8871, device='cuda:0') (tensor(56.6287, device='cuda:0')) | > loss_gen: 2.809004306793213 (2.778870277195009) | > loss_kl: 2.0608723163604736 (2.125704020614751) | > loss_feat: 8.864814758300781 (8.426236848944145) | > loss_mel: 15.862346649169922 (15.018761053908294) | > loss_duration: 1.6275761127471924 (1.6005320845521658) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.224613189697266 (29.950104243864264) | > grad_norm_1: tensor(1166.2316, device='cuda:0') (tensor(863.3619, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.908 (0.9144412696664104) | > loader_time: 0.011 (0.011487979775959672)  --> TIME: 2025-02-20 23:39:41 -- STEP: 641/924 -- GLOBAL_STEP: 165700 | > loss_disc: 2.304715156555176 (2.2391015767307247) | > loss_disc_real_0: 0.11656808108091354 (0.13221977248369432) | > loss_disc_real_1: 0.20327644050121307 (0.18988550932098666) | > loss_disc_real_2: 0.23419994115829468 (0.20312187087238318) | > loss_disc_real_3: 0.21001756191253662 (0.20626686341398015) | > loss_disc_real_4: 0.22116293013095856 (0.20646562993340484) | > loss_disc_real_5: 0.21947349607944489 (0.20314573583755413) | > loss_0: 2.304715156555176 (2.2391015767307247) | > grad_norm_0: tensor(33.6884, device='cuda:0') (tensor(56.4544, device='cuda:0')) | > loss_gen: 2.5803186893463135 (2.779406993883821) | > loss_kl: 2.123213768005371 (2.126477840724117) | > loss_feat: 7.566519260406494 (8.437888323981761) | > loss_mel: 13.901700019836426 (15.028157838235222) | > loss_duration: 1.6229695081710815 (1.6001100395101477) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.794721603393555 (29.972041003603646) | > grad_norm_1: tensor(604.9452, device='cuda:0') (tensor(866.9974, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.9024 (0.9145988097614878) | > loader_time: 0.0145 (0.011500727553821397)  --> TIME: 2025-02-20 23:40:28 -- STEP: 691/924 -- GLOBAL_STEP: 165750 | > loss_disc: 2.314265489578247 (2.2400399505143223) | > loss_disc_real_0: 0.09691514074802399 (0.13311891770462045) | > loss_disc_real_1: 0.1606491059064865 (0.1897857777030355) | > loss_disc_real_2: 0.18367809057235718 (0.2031433102277186) | > loss_disc_real_3: 0.1899164617061615 (0.2062938748151278) | > loss_disc_real_4: 0.21480481326580048 (0.20656692673345722) | > loss_disc_real_5: 0.15541955828666687 (0.20280345167032035) | > loss_0: 2.314265489578247 (2.2400399505143223) | > grad_norm_0: tensor(27.5216, device='cuda:0') (tensor(56.6544, device='cuda:0')) | > loss_gen: 2.59958553314209 (2.781337922630368) | > loss_kl: 2.1117188930511475 (2.1255889489233235) | > loss_feat: 8.383162498474121 (8.443712080611865) | > loss_mel: 15.31435489654541 (15.040572417627713) | > loss_duration: 1.6376118659973145 (1.5998753300624036) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.046432495117188 (29.991086661729383) | > grad_norm_1: tensor(624.7965, device='cuda:0') (tensor(863.1007, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.9478 (0.91535212196593) | > loader_time: 0.0118 (0.011547301509100868)  --> TIME: 2025-02-20 23:41:15 -- STEP: 741/924 -- GLOBAL_STEP: 165800 | > loss_disc: 2.169062614440918 (2.2392804308941483) | > loss_disc_real_0: 0.11179927736520767 (0.1330231187284475) | > loss_disc_real_1: 0.16584834456443787 (0.1896898025161664) | > loss_disc_real_2: 0.17209817469120026 (0.20294335074270317) | > loss_disc_real_3: 0.21439863741397858 (0.20623867422865133) | > loss_disc_real_4: 0.20962651073932648 (0.2063951384321398) | > loss_disc_real_5: 0.15511967241764069 (0.20289484043473666) | > loss_0: 2.169062614440918 (2.2392804308941483) | > grad_norm_0: tensor(60.2506, device='cuda:0') (tensor(55.6021, device='cuda:0')) | > loss_gen: 2.7406249046325684 (2.7803025364714946) | > loss_kl: 1.9634069204330444 (2.127167375464188) | > loss_feat: 8.793149948120117 (8.456666948341669) | > loss_mel: 14.856598854064941 (15.060374110655586) | > loss_duration: 1.6533479690551758 (1.5999616498728362) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.007129669189453 (30.024472580264938) | > grad_norm_1: tensor(974.0513, device='cuda:0') (tensor(855.2090, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.9089 (0.9157200026930424) | > loader_time: 0.0113 (0.011534620393143014)  --> TIME: 2025-02-20 23:42:01 -- STEP: 791/924 -- GLOBAL_STEP: 165850 | > loss_disc: 2.167633533477783 (2.236630914334855) | > loss_disc_real_0: 0.15323707461357117 (0.1326402074712718) | > loss_disc_real_1: 0.20673531293869019 (0.18971951219209685) | > loss_disc_real_2: 0.21438448131084442 (0.20281167539347603) | > loss_disc_real_3: 0.20084887742996216 (0.2059798107097482) | > loss_disc_real_4: 0.2437337040901184 (0.206346772846621) | > loss_disc_real_5: 0.17096513509750366 (0.20243882357735105) | > loss_0: 2.167633533477783 (2.236630914334855) | > grad_norm_0: tensor(60.3919, device='cuda:0') (tensor(55.6703, device='cuda:0')) | > loss_gen: 3.0258684158325195 (2.7834997587047274) | > loss_kl: 2.248767137527466 (2.125347763789739) | > loss_feat: 9.253714561462402 (8.463045956964912) | > loss_mel: 15.848682403564453 (15.062727197533762) | > loss_duration: 1.556565523147583 (1.600321172311545) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.9335994720459 (30.034941819163247) | > grad_norm_1: tensor(888.8081, device='cuda:0') (tensor(860.6514, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.8696 (0.9152680133597739) | > loader_time: 0.0105 (0.011534620627440638)  --> TIME: 2025-02-20 23:42:47 -- STEP: 841/924 -- GLOBAL_STEP: 165900 | > loss_disc: 2.322312355041504 (2.235088376029351) | > loss_disc_real_0: 0.18333910405635834 (0.1321363062924494) | > loss_disc_real_1: 0.18844367563724518 (0.1894950024190046) | > loss_disc_real_2: 0.1970282644033432 (0.20275063945620592) | > loss_disc_real_3: 0.23357461392879486 (0.2059114738926733) | > loss_disc_real_4: 0.20768620073795319 (0.2063240864791428) | > loss_disc_real_5: 0.1637994349002838 (0.20221124328097045) | > loss_0: 2.322312355041504 (2.235088376029351) | > grad_norm_0: tensor(89.0912, device='cuda:0') (tensor(55.7222, device='cuda:0')) | > loss_gen: 2.7693076133728027 (2.785871794617845) | > loss_kl: 2.186976671218872 (2.123022932926908) | > loss_feat: 8.18431282043457 (8.467927099833469) | > loss_mel: 15.424510955810547 (15.070869898257442) | > loss_duration: 1.6399506330490112 (1.6000438754255233) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.20505714416504 (30.047735577105907) | > grad_norm_1: tensor(577.3442, device='cuda:0') (tensor(861.4533, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.9058 (0.9145250535890124) | > loader_time: 0.0112 (0.011524627381641152)  --> TIME: 2025-02-20 23:43:33 -- STEP: 891/924 -- GLOBAL_STEP: 165950 | > loss_disc: 2.2363672256469727 (2.2338697684199214) | > loss_disc_real_0: 0.13277557492256165 (0.13164368023475007) | > loss_disc_real_1: 0.1896211802959442 (0.1894852353634123) | > loss_disc_real_2: 0.19903811812400818 (0.2026517911156689) | > loss_disc_real_3: 0.18707911670207977 (0.20605106431025033) | > loss_disc_real_4: 0.2289266437292099 (0.2063603178419248) | > loss_disc_real_5: 0.19342593848705292 (0.20207107251909318) | > loss_0: 2.2363672256469727 (2.2338697684199214) | > grad_norm_0: tensor(49.7501, device='cuda:0') (tensor(55.9565, device='cuda:0')) | > loss_gen: 2.9312620162963867 (2.7879902725134125) | > loss_kl: 2.122725009918213 (2.123134842090201) | > loss_feat: 8.381458282470703 (8.477807729466347) | > loss_mel: 14.716130256652832 (15.086055859438364) | > loss_duration: 1.5796177387237549 (1.5999348879395652) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.7311954498291 (30.07492356990724) | > grad_norm_1: tensor(996.1559, device='cuda:0') (tensor(863.7742, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.9158 (0.9141885768684875) | > loader_time: 0.0111 (0.011535392465816207)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.385974407196045 (2.385974407196045) | > loss_disc_real_0: 0.23553693294525146 (0.23553693294525146) | > loss_disc_real_1: 0.21136192977428436 (0.21136192977428436) | > loss_disc_real_2: 0.24239523708820343 (0.24239523708820343) | > loss_disc_real_3: 0.23890379071235657 (0.23890379071235657) | > loss_disc_real_4: 0.22768665850162506 (0.22768665850162506) | > loss_disc_real_5: 0.22384540736675262 (0.22384540736675262) | > loss_0: 2.385974407196045 (2.385974407196045) | > loss_gen: 2.7484798431396484 (2.7484798431396484) | > loss_kl: 1.9485524892807007 (1.9485524892807007) | > loss_feat: 6.921726703643799 (6.921726703643799) | > loss_mel: 12.980976104736328 (12.980976104736328) | > loss_duration: 1.6823207139968872 (1.6823207139968872) | > loss_1: 26.28205680847168 (26.28205680847168)  --> STEP: 1 | > loss_disc: 2.34013032913208 (2.34013032913208) | > loss_disc_real_0: 0.24909259378910065 (0.24909259378910065) | > loss_disc_real_1: 0.20862577855587006 (0.20862577855587006) | > loss_disc_real_2: 0.24028527736663818 (0.24028527736663818) | > loss_disc_real_3: 0.2052931934595108 (0.2052931934595108) | > loss_disc_real_4: 0.223042830824852 (0.223042830824852) | > loss_disc_real_5: 0.21653811633586884 (0.21653811633586884) | > loss_0: 2.34013032913208 (2.34013032913208) | > loss_gen: 2.712878465652466 (2.712878465652466) | > loss_kl: 2.006117820739746 (2.006117820739746) | > loss_feat: 7.529277324676514 (7.529277324676514) | > loss_mel: 14.32978343963623 (14.32978343963623) | > loss_duration: 1.6731479167938232 (1.6731479167938232) | > loss_1: 28.251203536987305 (28.251203536987305)  --> STEP: 2 | > loss_disc: 2.434645891189575 (2.3873881101608276) | > loss_disc_real_0: 0.23162998259067535 (0.240361288189888) | > loss_disc_real_1: 0.19785450398921967 (0.20324014127254486) | > loss_disc_real_2: 0.2352655977010727 (0.23777543753385544) | > loss_disc_real_3: 0.21238969266414642 (0.2088414430618286) | > loss_disc_real_4: 0.21543659269809723 (0.2192397117614746) | > loss_disc_real_5: 0.24686868488788605 (0.23170340061187744) | > loss_0: 2.434645891189575 (2.3873881101608276) | > loss_gen: 2.621063232421875 (2.6669708490371704) | > loss_kl: 2.186771869659424 (2.096444845199585) | > loss_feat: 6.933687686920166 (7.23148250579834) | > loss_mel: 12.903020858764648 (13.61640214920044) | > loss_duration: 1.5802688598632812 (1.6267083883285522) | > loss_1: 26.224811553955078 (27.23800754547119)  --> STEP: 3 | > loss_disc: 2.189648389816284 (2.32147487004598) | > loss_disc_real_0: 0.23678293824195862 (0.23916850487391153) | > loss_disc_real_1: 0.1889345645904541 (0.19847161571184793) | > loss_disc_real_2: 0.24037998914718628 (0.23864362140496573) | > loss_disc_real_3: 0.20429198443889618 (0.20732495685418448) | > loss_disc_real_4: 0.2189231812953949 (0.21913420160611471) | > loss_disc_real_5: 0.214413583278656 (0.2259401281674703) | > loss_0: 2.189648389816284 (2.32147487004598) | > loss_gen: 3.057365894317627 (2.7971025307973227) | > loss_kl: 1.915781021118164 (2.036223570505778) | > loss_feat: 8.296765327453613 (7.586576779683431) | > loss_mel: 15.359942436218262 (14.197582244873047) | > loss_duration: 1.6685068607330322 (1.640641212463379) | > loss_1: 30.29836082458496 (28.25812530517578)  --> STEP: 4 | > loss_disc: 2.330077886581421 (2.32362562417984) | > loss_disc_real_0: 0.24107655882835388 (0.23964551836252213) | > loss_disc_real_1: 0.20915767550468445 (0.20114313066005707) | > loss_disc_real_2: 0.24495548009872437 (0.24022158607840538) | > loss_disc_real_3: 0.22125598788261414 (0.21080771461129189) | > loss_disc_real_4: 0.24815984070301056 (0.22639061138033867) | > loss_disc_real_5: 0.22108669579029083 (0.22472677007317543) | > loss_0: 2.330077886581421 (2.32362562417984) | > loss_gen: 2.842930555343628 (2.808559536933899) | > loss_kl: 1.8890191316604614 (1.9994224607944489) | > loss_feat: 7.378884792327881 (7.5346537828445435) | > loss_mel: 13.4302339553833 (14.00574517250061) | > loss_duration: 1.7669256925582886 (1.6722123324871063) | > loss_1: 27.307994842529297 (28.02059268951416)  --> STEP: 5 | > loss_disc: 2.1311590671539307 (2.285132312774658) | > loss_disc_real_0: 0.1568642556667328 (0.22308926582336425) | > loss_disc_real_1: 0.171877920627594 (0.19529008865356445) | > loss_disc_real_2: 0.22215542197227478 (0.23660835325717927) | > loss_disc_real_3: 0.2059103548526764 (0.2098282426595688) | > loss_disc_real_4: 0.28007692098617554 (0.23712787330150603) | > loss_disc_real_5: 0.26437097787857056 (0.23265561163425447) | > loss_0: 2.1311590671539307 (2.285132312774658) | > loss_gen: 2.9607393741607666 (2.8389955043792723) | > loss_kl: 2.341510772705078 (2.0678401231765746) | > loss_feat: 8.71245288848877 (7.770213603973389) | > loss_mel: 16.809871673583984 (14.566570472717284) | > loss_duration: 1.531008243560791 (1.6439715147018432) | > loss_1: 32.35558319091797 (28.88759078979492) --> EVAL PERFORMANCE | > avg_loader_time: 0.15491828918457032 (-0.0057468414306640625) | > avg_loss_disc: 2.285132312774658 (-0.3594856262207031) | > avg_loss_disc_real_0: 0.22308926582336425 (-0.0403213292360306) | > avg_loss_disc_real_1: 0.19529008865356445 (-0.03321719169616699) | > avg_loss_disc_real_2: 0.23660835325717927 (-0.0020480930805206188) | > avg_loss_disc_real_3: 0.2098282426595688 (+0.015034170448780054) | > avg_loss_disc_real_4: 0.23712787330150603 (+0.04712268412113188) | > avg_loss_disc_real_5: 0.23265561163425447 (-0.014022916555404663) | > avg_loss_0: 2.285132312774658 (-0.3594856262207031) | > avg_loss_gen: 2.8389955043792723 (+0.6413309574127197) | > avg_loss_kl: 2.0678401231765746 (+0.13670759201049787) | > avg_loss_feat: 7.770213603973389 (+0.5312488555908201) | > avg_loss_mel: 14.566570472717284 (+0.739223670959472) | > avg_loss_duration: 1.6439715147018432 (-0.0038364648818969282) | > avg_loss_1: 28.88759078979492 (+2.044672775268552)  > EPOCH: 130/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 23:44:12)   --> TIME: 2025-02-20 23:44:30 -- STEP: 17/924 -- GLOBAL_STEP: 166000 | > loss_disc: 2.078855037689209 (2.2123321224661434) | > loss_disc_real_0: 0.11466196924448013 (0.12151140807306066) | > loss_disc_real_1: 0.17494605481624603 (0.18438615080188303) | > loss_disc_real_2: 0.1660100370645523 (0.197631613296621) | > loss_disc_real_3: 0.20640842616558075 (0.20567627338802114) | > loss_disc_real_4: 0.18216095864772797 (0.20662215089096742) | > loss_disc_real_5: 0.21261844038963318 (0.19581721460118012) | > loss_0: 2.078855037689209 (2.2123321224661434) | > grad_norm_0: tensor(49.7443, device='cuda:0') (tensor(50.8660, device='cuda:0')) | > loss_gen: 3.172074794769287 (2.8188501666573917) | > loss_kl: 2.0677309036254883 (2.1042880310731777) | > loss_feat: 10.080657958984375 (8.69612766714657) | > loss_mel: 16.990671157836914 (15.134858972886029) | > loss_duration: 1.6314055919647217 (1.5929883087382597) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.94253921508789 (30.34711321662454) | > grad_norm_1: tensor(1216.6882, device='cuda:0') (tensor(869.4234, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.9186 (0.9165868899401497) | > loader_time: 0.0148 (0.011120235218721278) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_166000.pth  --> TIME: 2025-02-20 23:45:19 -- STEP: 67/924 -- GLOBAL_STEP: 166050 | > loss_disc: 2.252612590789795 (2.2413544619261327) | > loss_disc_real_0: 0.2337655872106552 (0.1333943350768801) | > loss_disc_real_1: 0.1733090728521347 (0.19041249111517156) | > loss_disc_real_2: 0.190854012966156 (0.19940645614666724) | > loss_disc_real_3: 0.20367521047592163 (0.20817313843698643) | > loss_disc_real_4: 0.19026918709278107 (0.207994183275237) | > loss_disc_real_5: 0.20366118848323822 (0.20115471153116937) | > loss_0: 2.252612590789795 (2.2413544619261327) | > grad_norm_0: tensor(72.9805, device='cuda:0') (tensor(56.4419, device='cuda:0')) | > loss_gen: 3.032857894897461 (2.779318567532212) | > loss_kl: 2.079526901245117 (2.1106890244270438) | > loss_feat: 9.202881813049316 (8.407894419200385) | > loss_mel: 15.758379936218262 (14.775530231532766) | > loss_duration: 1.6041297912597656 (1.600920419194805) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.677776336669922 (29.674352588938245) | > grad_norm_1: tensor(1095.5356, device='cuda:0') (tensor(931.2433, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.9216 (0.9155363894220608) | > loader_time: 0.0148 (0.011238856102103617)  --> TIME: 2025-02-20 23:46:06 -- STEP: 117/924 -- GLOBAL_STEP: 166100 | > loss_disc: 2.4392337799072266 (2.2345425247127193) | > loss_disc_real_0: 0.22750446200370789 (0.13362715428328922) | > loss_disc_real_1: 0.19756080210208893 (0.18946322467592025) | > loss_disc_real_2: 0.21659128367900848 (0.19952256098771706) | > loss_disc_real_3: 0.2023238092660904 (0.20736290234276372) | > loss_disc_real_4: 0.23436643183231354 (0.20716928264014742) | > loss_disc_real_5: 0.21746069192886353 (0.20124581761849233) | > loss_0: 2.4392337799072266 (2.2345425247127193) | > grad_norm_0: tensor(49.6637, device='cuda:0') (tensor(56.8055, device='cuda:0')) | > loss_gen: 2.6961987018585205 (2.786514327057407) | > loss_kl: 1.8788470029830933 (2.120966412063338) | > loss_feat: 7.992147922515869 (8.479368507352648) | > loss_mel: 15.460430145263672 (14.934334559318346) | > loss_duration: 1.6080334186553955 (1.6016024758673122) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.635658264160156 (29.922786239884857) | > grad_norm_1: tensor(770.4352, device='cuda:0') (tensor(915.6152, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.8876 (0.9150070838439159) | > loader_time: 0.0134 (0.011205724161914267)  --> TIME: 2025-02-20 23:46:53 -- STEP: 167/924 -- GLOBAL_STEP: 166150 | > loss_disc: 2.3298263549804688 (2.2422485822689056) | > loss_disc_real_0: 0.1619892120361328 (0.13375958088718487) | > loss_disc_real_1: 0.20212547481060028 (0.18951287535493241) | > loss_disc_real_2: 0.24263063073158264 (0.200774548296443) | > loss_disc_real_3: 0.1785975694656372 (0.20772272107486953) | > loss_disc_real_4: 0.18618637323379517 (0.2066623457891498) | > loss_disc_real_5: 0.18842855095863342 (0.20440655723660292) | > loss_0: 2.3298263549804688 (2.2422485822689056) | > grad_norm_0: tensor(41.7079, device='cuda:0') (tensor(53.0740, device='cuda:0')) | > loss_gen: 2.5111522674560547 (2.755207475787865) | > loss_kl: 2.356790781021118 (2.119793275159276) | > loss_feat: 7.196834564208984 (8.408928011705775) | > loss_mel: 12.709161758422852 (14.973668955043404) | > loss_duration: 1.565598964691162 (1.6008172285057114) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.33953857421875 (29.85841487267774) | > grad_norm_1: tensor(810.9271, device='cuda:0') (tensor(829.4504, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.908 (0.9151377006919085) | > loader_time: 0.0125 (0.011192050522672916)  --> TIME: 2025-02-20 23:47:39 -- STEP: 217/924 -- GLOBAL_STEP: 166200 | > loss_disc: 2.10711669921875 (2.2459138560405) | > loss_disc_real_0: 0.19477427005767822 (0.13644782225451169) | > loss_disc_real_1: 0.18772009015083313 (0.18944266781828917) | > loss_disc_real_2: 0.213963583111763 (0.20098287787305594) | > loss_disc_real_3: 0.23189380764961243 (0.20743807546004722) | > loss_disc_real_4: 0.21392248570919037 (0.20755610529178845) | > loss_disc_real_5: 0.193984255194664 (0.20405444715704238) | > loss_0: 2.10711669921875 (2.2459138560405) | > grad_norm_0: tensor(64.6921, device='cuda:0') (tensor(54.7024, device='cuda:0')) | > loss_gen: 3.0930638313293457 (2.7615367256551298) | > loss_kl: 2.2417819499969482 (2.1195817647441744) | > loss_feat: 9.021125793457031 (8.411368565625319) | > loss_mel: 16.270061492919922 (15.023341231631793) | > loss_duration: 1.5993760824203491 (1.599497450112198) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.22541046142578 (29.915325674593173) | > grad_norm_1: tensor(669.2845, device='cuda:0') (tensor(837.9175, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.9094 (0.9152524163646083) | > loader_time: 0.0112 (0.01121613067416002)  --> TIME: 2025-02-20 23:48:26 -- STEP: 267/924 -- GLOBAL_STEP: 166250 | > loss_disc: 2.074636220932007 (2.2457902110024803) | > loss_disc_real_0: 0.06377857178449631 (0.1344717211100493) | > loss_disc_real_1: 0.1902719885110855 (0.18963339634602433) | > loss_disc_real_2: 0.19481374323368073 (0.2014246057258563) | > loss_disc_real_3: 0.16590280830860138 (0.20690536454375763) | > loss_disc_real_4: 0.17103080451488495 (0.2078829104087772) | > loss_disc_real_5: 0.1822143942117691 (0.20466237635201728) | > loss_0: 2.074636220932007 (2.2457902110024803) | > grad_norm_0: tensor(38.5390, device='cuda:0') (tensor(54.3915, device='cuda:0')) | > loss_gen: 2.758286476135254 (2.7645685324508156) | > loss_kl: 2.199007749557495 (2.1189301179142936) | > loss_feat: 8.520501136779785 (8.428767997227364) | > loss_mel: 14.73916244506836 (15.030649360199545) | > loss_duration: 1.599550724029541 (1.600425329994173) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.81650733947754 (29.94334130162157) | > grad_norm_1: tensor(961.3723, device='cuda:0') (tensor(840.2971, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.9245 (0.9165064493815104) | > loader_time: 0.0112 (0.011167304792654202)  --> TIME: 2025-02-20 23:49:13 -- STEP: 317/924 -- GLOBAL_STEP: 166300 | > loss_disc: 2.2843408584594727 (2.2403990989227776) | > loss_disc_real_0: 0.12726041674613953 (0.13319321477356771) | > loss_disc_real_1: 0.1878926008939743 (0.18924372382344504) | > loss_disc_real_2: 0.21161039173603058 (0.2013436717095811) | > loss_disc_real_3: 0.1964375376701355 (0.20641089980534574) | > loss_disc_real_4: 0.21955066919326782 (0.2075200277830147) | > loss_disc_real_5: 0.1859748810529709 (0.20431797526048193) | > loss_0: 2.2843408584594727 (2.2403990989227776) | > grad_norm_0: tensor(31.5832, device='cuda:0') (tensor(54.2671, device='cuda:0')) | > loss_gen: 2.7095863819122314 (2.7734247344525462) | > loss_kl: 2.1116840839385986 (2.1204700601589783) | > loss_feat: 8.230962753295898 (8.459829089769434) | > loss_mel: 15.523691177368164 (15.055996876785807) | > loss_duration: 1.5966531038284302 (1.599875811898746) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.172576904296875 (30.009596526810807) | > grad_norm_1: tensor(542.3651, device='cuda:0') (tensor(849.8639, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.9117 (0.9164536367831546) | > loader_time: 0.0103 (0.011161222066789015)  --> TIME: 2025-02-20 23:49:59 -- STEP: 367/924 -- GLOBAL_STEP: 166350 | > loss_disc: 2.2629055976867676 (2.24114773643764) | > loss_disc_real_0: 0.1827457696199417 (0.13299392420565076) | > loss_disc_real_1: 0.17551225423812866 (0.18905044657657846) | > loss_disc_real_2: 0.21990171074867249 (0.20128361271739978) | > loss_disc_real_3: 0.24760933220386505 (0.20662283491373712) | > loss_disc_real_4: 0.2084093540906906 (0.20751388094892936) | > loss_disc_real_5: 0.25102499127388 (0.2048131349301144) | > loss_0: 2.2629055976867676 (2.24114773643764) | > grad_norm_0: tensor(100.4220, device='cuda:0') (tensor(54.8395, device='cuda:0')) | > loss_gen: 2.9801268577575684 (2.7738646018732482) | > loss_kl: 2.343940258026123 (2.1268541871364492) | > loss_feat: 8.716813087463379 (8.45908114435888) | > loss_mel: 15.912030220031738 (15.051613805079654) | > loss_duration: 1.5441194772720337 (1.599987200235476) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.497028350830078 (30.011400919194447) | > grad_norm_1: tensor(1073.7435, device='cuda:0') (tensor(857.8647, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.9381 (0.9170348059578878) | > loader_time: 0.0126 (0.011134756358507868)  --> TIME: 2025-02-20 23:50:46 -- STEP: 417/924 -- GLOBAL_STEP: 166400 | > loss_disc: 2.2048563957214355 (2.242811800478746) | > loss_disc_real_0: 0.14596910774707794 (0.13245701410180097) | > loss_disc_real_1: 0.19153587520122528 (0.18926468409365604) | > loss_disc_real_2: 0.2024429887533188 (0.20168990086165545) | > loss_disc_real_3: 0.20463873445987701 (0.20659237106641135) | > loss_disc_real_4: 0.21698622405529022 (0.2076509010305793) | > loss_disc_real_5: 0.20226207375526428 (0.20458024779526743) | > loss_0: 2.2048563957214355 (2.242811800478746) | > grad_norm_0: tensor(43.2680, device='cuda:0') (tensor(55.5536, device='cuda:0')) | > loss_gen: 2.717556953430176 (2.77240650602382) | > loss_kl: 2.1603777408599854 (2.1289121438559313) | > loss_feat: 7.635410785675049 (8.448108885785667) | > loss_mel: 13.310137748718262 (15.058762975733915) | > loss_duration: 1.5974164009094238 (1.5998929261589507) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.4208984375 (30.008083421263482) | > grad_norm_1: tensor(957.5115, device='cuda:0') (tensor(865.7724, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.9019 (0.9171578701165655) | > loader_time: 0.0104 (0.011131367237447835)  --> TIME: 2025-02-20 23:51:33 -- STEP: 467/924 -- GLOBAL_STEP: 166450 | > loss_disc: 2.3173017501831055 (2.2402399007462344) | > loss_disc_real_0: 0.10233297199010849 (0.13219450599248722) | > loss_disc_real_1: 0.19176295399665833 (0.18901010144828986) | > loss_disc_real_2: 0.2247641682624817 (0.2017879149132673) | > loss_disc_real_3: 0.2049015462398529 (0.2064642350346935) | > loss_disc_real_4: 0.1931084245443344 (0.20758337927962262) | > loss_disc_real_5: 0.19833245873451233 (0.20409479778762554) | > loss_0: 2.3173017501831055 (2.2402399007462344) | > grad_norm_0: tensor(65.2775, device='cuda:0') (tensor(55.6918, device='cuda:0')) | > loss_gen: 2.4701247215270996 (2.7742147016831598) | > loss_kl: 2.0587639808654785 (2.129861746150882) | > loss_feat: 7.53433084487915 (8.452976605621606) | > loss_mel: 13.773895263671875 (15.053589298076751) | > loss_duration: 1.607060432434082 (1.5996050349650086) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.444175720214844 (30.01024736735244) | > grad_norm_1: tensor(457.7548, device='cuda:0') (tensor(874.6645, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.9114 (0.917058315726368) | > loader_time: 0.0105 (0.011129192928175343)  --> TIME: 2025-02-20 23:52:19 -- STEP: 517/924 -- GLOBAL_STEP: 166500 | > loss_disc: 2.1755454540252686 (2.2396588622947275) | > loss_disc_real_0: 0.16056238114833832 (0.13246835529717774) | > loss_disc_real_1: 0.15281988680362701 (0.18917199758888448) | > loss_disc_real_2: 0.19689427316188812 (0.2019422717205099) | > loss_disc_real_3: 0.17536750435829163 (0.20629985881266788) | > loss_disc_real_4: 0.17748427391052246 (0.20770199539237136) | > loss_disc_real_5: 0.18530264496803284 (0.20364010896050957) | > loss_0: 2.1755454540252686 (2.2396588622947275) | > grad_norm_0: tensor(59.9632, device='cuda:0') (tensor(55.7322, device='cuda:0')) | > loss_gen: 2.760514259338379 (2.775204124948735) | > loss_kl: 2.08270263671875 (2.130663277563322) | > loss_feat: 9.161909103393555 (8.456146816681628) | > loss_mel: 16.022653579711914 (15.059795984677697) | > loss_duration: 1.596178412437439 (1.59946207105537) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.62395668029785 (30.021272253482902) | > grad_norm_1: tensor(773.9991, device='cuda:0') (tensor(872.5448, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.9134 (0.9167192235906073) | > loader_time: 0.0111 (0.011119053488312653)  --> TIME: 2025-02-20 23:53:06 -- STEP: 567/924 -- GLOBAL_STEP: 166550 | > loss_disc: 2.148547887802124 (2.237599735958026) | > loss_disc_real_0: 0.07730858027935028 (0.13165430691112928) | > loss_disc_real_1: 0.1778448522090912 (0.18927743360794413) | > loss_disc_real_2: 0.19374020397663116 (0.20180509826809015) | > loss_disc_real_3: 0.20568738877773285 (0.2061462276459161) | > loss_disc_real_4: 0.17043139040470123 (0.20753658530047742) | > loss_disc_real_5: 0.1853054165840149 (0.2038162877057175) | > loss_0: 2.148547887802124 (2.237599735958026) | > grad_norm_0: tensor(26.1358, device='cuda:0') (tensor(55.5215, device='cuda:0')) | > loss_gen: 2.8096940517425537 (2.777393611019881) | > loss_kl: 2.2440900802612305 (2.128156595759923) | > loss_feat: 8.42940902709961 (8.46616602028069) | > loss_mel: 14.77713394165039 (15.065740422176516) | > loss_duration: 1.5937312841415405 (1.599426100493739) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.85405921936035 (30.03688274026969) | > grad_norm_1: tensor(804.9856, device='cuda:0') (tensor(870.8292, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.9341 (0.9168656507286865) | > loader_time: 0.0116 (0.011132001035848417)  --> TIME: 2025-02-20 23:53:53 -- STEP: 617/924 -- GLOBAL_STEP: 166600 | > loss_disc: 2.4120140075683594 (2.235643690756888) | > loss_disc_real_0: 0.14329689741134644 (0.1307001174933232) | > loss_disc_real_1: 0.18565672636032104 (0.18930851005174737) | > loss_disc_real_2: 0.2060989886522293 (0.20180141440376861) | > loss_disc_real_3: 0.20280791819095612 (0.20617502669364554) | > loss_disc_real_4: 0.18346074223518372 (0.20751295430733666) | > loss_disc_real_5: 0.2012512981891632 (0.2037381149429942) | > loss_0: 2.4120140075683594 (2.235643690756888) | > grad_norm_0: tensor(56.4699, device='cuda:0') (tensor(55.8213, device='cuda:0')) | > loss_gen: 2.426260471343994 (2.7792365578043983) | > loss_kl: 2.0639336109161377 (2.129749818211438) | > loss_feat: 7.535307884216309 (8.469359655241147) | > loss_mel: 14.449295043945312 (15.05736187481996) | > loss_duration: 1.6285223960876465 (1.5991516588572745) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.10331916809082 (30.034859563002136) | > grad_norm_1: tensor(843.0657, device='cuda:0') (tensor(876.5662, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.916 (0.9172444362887687) | > loader_time: 0.0118 (0.01110622716684203)  --> TIME: 2025-02-20 23:54:39 -- STEP: 667/924 -- GLOBAL_STEP: 166650 | > loss_disc: 2.380514621734619 (2.2335160852729667) | > loss_disc_real_0: 0.21772143244743347 (0.13009898990079927) | > loss_disc_real_1: 0.19590845704078674 (0.1893470262078152) | > loss_disc_real_2: 0.255942165851593 (0.2017314350050965) | > loss_disc_real_3: 0.227387934923172 (0.2062155520361939) | > loss_disc_real_4: 0.19820378720760345 (0.20737148090817223) | > loss_disc_real_5: 0.2599600553512573 (0.20362563022430508) | > loss_0: 2.380514621734619 (2.2335160852729667) | > grad_norm_0: tensor(97.2126, device='cuda:0') (tensor(56.1528, device='cuda:0')) | > loss_gen: 2.9065561294555664 (2.7825782052401835) | > loss_kl: 2.10622239112854 (2.1316662286889985) | > loss_feat: 8.222371101379395 (8.474320674764707) | > loss_mel: 15.079848289489746 (15.045677205075746) | > loss_duration: 1.590890645980835 (1.5989886275653182) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.9058895111084 (30.03323097457772) | > grad_norm_1: tensor(939.7977, device='cuda:0') (tensor(883.4404, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.9089 (0.9172369472269175) | > loader_time: 0.0101 (0.011117443330641812)  --> TIME: 2025-02-20 23:55:26 -- STEP: 717/924 -- GLOBAL_STEP: 166700 | > loss_disc: 2.1719460487365723 (2.230616453967502) | > loss_disc_real_0: 0.08751882612705231 (0.12923255442242917) | > loss_disc_real_1: 0.16841652989387512 (0.189073944524076) | > loss_disc_real_2: 0.17993852496147156 (0.20159593417804111) | > loss_disc_real_3: 0.2518790364265442 (0.20623143208492417) | > loss_disc_real_4: 0.1943136304616928 (0.20731200949084974) | > loss_disc_real_5: 0.2033444344997406 (0.20331762608457637) | > loss_0: 2.1719460487365723 (2.230616453967502) | > grad_norm_0: tensor(30.6136, device='cuda:0') (tensor(56.0923, device='cuda:0')) | > loss_gen: 2.90574049949646 (2.786353988793771) | > loss_kl: 2.058565616607666 (2.133065755895991) | > loss_feat: 9.040294647216797 (8.494576793335476) | > loss_mel: 15.421605110168457 (15.062067136937438) | > loss_duration: 1.6177127361297607 (1.5992021131715017) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.04391860961914 (30.075265817894934) | > grad_norm_1: tensor(939.0759, device='cuda:0') (tensor(889.0164, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.952 (0.9175902177765446) | > loader_time: 0.0113 (0.011165279391087909)  --> TIME: 2025-02-20 23:56:13 -- STEP: 767/924 -- GLOBAL_STEP: 166750 | > loss_disc: 2.22271728515625 (2.2307072999113724) | > loss_disc_real_0: 0.13416831195354462 (0.12901224855047014) | > loss_disc_real_1: 0.17714472115039825 (0.18904108333618727) | > loss_disc_real_2: 0.2114318460226059 (0.2017027615257472) | > loss_disc_real_3: 0.204375222325325 (0.2063162771127681) | > loss_disc_real_4: 0.19044546782970428 (0.2074082369249523) | > loss_disc_real_5: 0.216300368309021 (0.20322381616648977) | > loss_0: 2.22271728515625 (2.2307072999113724) | > grad_norm_0: tensor(52.7908, device='cuda:0') (tensor(56.2133, device='cuda:0')) | > loss_gen: 2.8553526401519775 (2.7860444888297713) | > loss_kl: 2.113400459289551 (2.132702464541371) | > loss_feat: 8.942293167114258 (8.490419609139455) | > loss_mel: 15.614872932434082 (15.055461631138291) | > loss_duration: 1.5921540260314941 (1.5993136650891162) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.118072509765625 (30.063941895884057) | > grad_norm_1: tensor(1259.7058, device='cuda:0') (tensor(889.9201, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.9118 (0.9173940558477051) | > loader_time: 0.0102 (0.011151663483044)  --> TIME: 2025-02-20 23:56:59 -- STEP: 817/924 -- GLOBAL_STEP: 166800 | > loss_disc: 2.1853084564208984 (2.232062590020087) | > loss_disc_real_0: 0.06838270276784897 (0.12982859852811565) | > loss_disc_real_1: 0.17689667642116547 (0.18908807669961172) | > loss_disc_real_2: 0.18591253459453583 (0.20172033968724704) | > loss_disc_real_3: 0.22585998475551605 (0.2064887151906365) | > loss_disc_real_4: 0.26372984051704407 (0.2074650272526385) | > loss_disc_real_5: 0.16012555360794067 (0.20315783614044233) | > loss_0: 2.1853084564208984 (2.232062590020087) | > grad_norm_0: tensor(21.3854, device='cuda:0') (tensor(56.5475, device='cuda:0')) | > loss_gen: 2.7485437393188477 (2.7860278438325325) | > loss_kl: 2.1632165908813477 (2.1319059566885348) | > loss_feat: 9.115334510803223 (8.483377823193479) | > loss_mel: 16.174930572509766 (15.039574661628414) | > loss_duration: 1.5771392583847046 (1.599264437886755) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.779165267944336 (30.040150764960266) | > grad_norm_1: tensor(592.6171, device='cuda:0') (tensor(891.7385, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.9316 (0.9169035261380629) | > loader_time: 0.0124 (0.01116340834478707)  --> TIME: 2025-02-20 23:57:45 -- STEP: 867/924 -- GLOBAL_STEP: 166850 | > loss_disc: 1.9791266918182373 (2.2305692736802816) | > loss_disc_real_0: 0.06989835947751999 (0.1294482524797855) | > loss_disc_real_1: 0.19690759479999542 (0.188878851795554) | > loss_disc_real_2: 0.2384151816368103 (0.20166679572275353) | > loss_disc_real_3: 0.18316157162189484 (0.20648967578680594) | > loss_disc_real_4: 0.20649656653404236 (0.20730561561100486) | > loss_disc_real_5: 0.1868339329957962 (0.20321090969728622) | > loss_0: 1.9791266918182373 (2.2305692736802816) | > grad_norm_0: tensor(40.8741, device='cuda:0') (tensor(56.0554, device='cuda:0')) | > loss_gen: 3.2777459621429443 (2.786618277825837) | > loss_kl: 2.105558395385742 (2.1328314144031144) | > loss_feat: 10.026081085205078 (8.496124063533623) | > loss_mel: 16.76063346862793 (15.050825137718052) | > loss_duration: 1.5764187574386597 (1.5993618966523888) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.746437072753906 (30.06576082478208) | > grad_norm_1: tensor(1183.1409, device='cuda:0') (tensor(891.8789, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.9168 (0.9164765629113889) | > loader_time: 0.0114 (0.011175235112508133)  --> TIME: 2025-02-20 23:58:31 -- STEP: 917/924 -- GLOBAL_STEP: 166900 | > loss_disc: 2.25935435295105 (2.2300382355957344) | > loss_disc_real_0: 0.07799845188856125 (0.12930429513152863) | > loss_disc_real_1: 0.1723661869764328 (0.18869551104638668) | > loss_disc_real_2: 0.21131737530231476 (0.20178808912131102) | > loss_disc_real_3: 0.23646043241024017 (0.206400565632427) | > loss_disc_real_4: 0.2042768895626068 (0.20716450070086848) | > loss_disc_real_5: 0.1946774125099182 (0.20324131480805094) | > loss_0: 2.25935435295105 (2.2300382355957344) | > grad_norm_0: tensor(55.9905, device='cuda:0') (tensor(56.0639, device='cuda:0')) | > loss_gen: 2.7450637817382812 (2.7867575968364857) | > loss_kl: 1.9982616901397705 (2.1343946800107183) | > loss_feat: 8.127009391784668 (8.496363909709933) | > loss_mel: 14.251770973205566 (15.05824174121786) | > loss_duration: 1.588792085647583 (1.5990799375552778) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.71089744567871 (30.074837897830083) | > grad_norm_1: tensor(721.9551, device='cuda:0') (tensor(892.3075, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.8946 (0.9160229603362837) | > loader_time: 0.0108 (0.011181514161753676)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.247107744216919 (2.247107744216919) | > loss_disc_real_0: 0.11700878292322159 (0.11700878292322159) | > loss_disc_real_1: 0.21911218762397766 (0.21911218762397766) | > loss_disc_real_2: 0.2162652611732483 (0.2162652611732483) | > loss_disc_real_3: 0.19210179150104523 (0.19210179150104523) | > loss_disc_real_4: 0.22423699498176575 (0.22423699498176575) | > loss_disc_real_5: 0.17254310846328735 (0.17254310846328735) | > loss_0: 2.247107744216919 (2.247107744216919) | > loss_gen: 2.632667303085327 (2.632667303085327) | > loss_kl: 2.0867791175842285 (2.0867791175842285) | > loss_feat: 7.738955497741699 (7.738955497741699) | > loss_mel: 14.026371955871582 (14.026371955871582) | > loss_duration: 1.6725585460662842 (1.6725585460662842) | > loss_1: 28.157333374023438 (28.157333374023438)  --> STEP: 1 | > loss_disc: 2.262373208999634 (2.262373208999634) | > loss_disc_real_0: 0.11697204411029816 (0.11697204411029816) | > loss_disc_real_1: 0.2297995388507843 (0.2297995388507843) | > loss_disc_real_2: 0.22833554446697235 (0.22833554446697235) | > loss_disc_real_3: 0.19421012699604034 (0.19421012699604034) | > loss_disc_real_4: 0.21000663936138153 (0.21000663936138153) | > loss_disc_real_5: 0.18615518510341644 (0.18615518510341644) | > loss_0: 2.262373208999634 (2.262373208999634) | > loss_gen: 2.650402545928955 (2.650402545928955) | > loss_kl: 2.170588493347168 (2.170588493347168) | > loss_feat: 8.00330924987793 (8.00330924987793) | > loss_mel: 14.960573196411133 (14.960573196411133) | > loss_duration: 1.6838963031768799 (1.6838963031768799) | > loss_1: 29.46877098083496 (29.46877098083496)  --> STEP: 2 | > loss_disc: 2.1596696376800537 (2.2110214233398438) | > loss_disc_real_0: 0.10179440677165985 (0.109383225440979) | > loss_disc_real_1: 0.20569917559623718 (0.21774935722351074) | > loss_disc_real_2: 0.22472871840000153 (0.22653213143348694) | > loss_disc_real_3: 0.194557324051857 (0.19438372552394867) | > loss_disc_real_4: 0.22088304162025452 (0.21544484049081802) | > loss_disc_real_5: 0.20900580286979675 (0.1975804939866066) | > loss_0: 2.1596696376800537 (2.2110214233398438) | > loss_gen: 2.8007521629333496 (2.7255773544311523) | > loss_kl: 2.07352876663208 (2.122058629989624) | > loss_feat: 8.850261688232422 (8.426785469055176) | > loss_mel: 14.988913536071777 (14.974743366241455) | > loss_duration: 1.573533296585083 (1.6287147998809814) | > loss_1: 30.286991119384766 (29.877881050109863)  --> STEP: 3 | > loss_disc: 2.260148763656616 (2.2273972034454346) | > loss_disc_real_0: 0.12358174473047256 (0.11411606520414352) | > loss_disc_real_1: 0.21215945482254028 (0.21588605642318726) | > loss_disc_real_2: 0.2148216813802719 (0.22262864808241525) | > loss_disc_real_3: 0.21829408407211304 (0.20235384504000345) | > loss_disc_real_4: 0.2286105901002884 (0.21983342369397482) | > loss_disc_real_5: 0.20255784690380096 (0.1992396116256714) | > loss_0: 2.260148763656616 (2.2273972034454346) | > loss_gen: 2.6265766620635986 (2.6925771236419678) | > loss_kl: 2.0633296966552734 (2.102482318878174) | > loss_feat: 7.5570855140686035 (8.136885484059652) | > loss_mel: 13.675334930419922 (14.541607220967611) | > loss_duration: 1.6528613567352295 (1.6367636521657307) | > loss_1: 27.57518768310547 (29.11031659444173)  --> STEP: 4 | > loss_disc: 2.3243062496185303 (2.2516244649887085) | > loss_disc_real_0: 0.12682834267616272 (0.11729413457214832) | > loss_disc_real_1: 0.2218734174966812 (0.21738289669156075) | > loss_disc_real_2: 0.24581971764564514 (0.22842641547322273) | > loss_disc_real_3: 0.21546657383441925 (0.2056320272386074) | > loss_disc_real_4: 0.23922722041606903 (0.22468187287449837) | > loss_disc_real_5: 0.23182514309883118 (0.20738599449396133) | > loss_0: 2.3243062496185303 (2.2516244649887085) | > loss_gen: 2.6885764598846436 (2.6915769577026367) | > loss_kl: 1.9910582304000854 (2.0746262967586517) | > loss_feat: 7.122357368469238 (7.883253455162048) | > loss_mel: 13.12257194519043 (14.186848402023315) | > loss_duration: 1.7708768844604492 (1.6702919602394104) | > loss_1: 26.69544219970703 (28.506597995758057)  --> STEP: 5 | > loss_disc: 2.0177512168884277 (2.2048498153686524) | > loss_disc_real_0: 0.08960826694965363 (0.11175696104764939) | > loss_disc_real_1: 0.20191729068756104 (0.2142897754907608) | > loss_disc_real_2: 0.2321816235780716 (0.22917745709419252) | > loss_disc_real_3: 0.2750321626663208 (0.21951205432415008) | > loss_disc_real_4: 0.27226921916007996 (0.2341993421316147) | > loss_disc_real_5: 0.2482103705406189 (0.21555086970329285) | > loss_0: 2.0177512168884277 (2.2048498153686524) | > loss_gen: 3.413703680038452 (2.8360023021698) | > loss_kl: 2.0057623386383057 (2.0608535051345824) | > loss_feat: 9.832630157470703 (8.27312879562378) | > loss_mel: 17.73526954650879 (14.89653263092041) | > loss_duration: 1.5210421085357666 (1.6404419898986817) | > loss_1: 34.50840759277344 (29.706959915161132) --> EVAL PERFORMANCE | > avg_loader_time: 0.15684075355529786 (+0.0019224643707275446) | > avg_loss_disc: 2.2048498153686524 (-0.08028249740600568) | > avg_loss_disc_real_0: 0.11175696104764939 (-0.11133230477571486) | > avg_loss_disc_real_1: 0.2142897754907608 (+0.018999686837196356) | > avg_loss_disc_real_2: 0.22917745709419252 (-0.007430896162986755) | > avg_loss_disc_real_3: 0.21951205432415008 (+0.009683811664581293) | > avg_loss_disc_real_4: 0.2341993421316147 (-0.0029285311698913352) | > avg_loss_disc_real_5: 0.21555086970329285 (-0.01710474193096162) | > avg_loss_0: 2.2048498153686524 (-0.08028249740600568) | > avg_loss_gen: 2.8360023021698 (-0.002993202209472301) | > avg_loss_kl: 2.0608535051345824 (-0.0069866180419921875) | > avg_loss_feat: 8.27312879562378 (+0.5029151916503913) | > avg_loss_mel: 14.89653263092041 (+0.32996215820312536) | > avg_loss_duration: 1.6404419898986817 (-0.003529524803161488) | > avg_loss_1: 29.706959915161132 (+0.8193691253662116)  > EPOCH: 131/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-20 23:58:47)   --> TIME: 2025-02-20 23:59:29 -- STEP: 43/924 -- GLOBAL_STEP: 166950 | > loss_disc: 2.254063606262207 (2.2369907124097956) | > loss_disc_real_0: 0.16775894165039062 (0.13751877029967866) | > loss_disc_real_1: 0.17109352350234985 (0.19094506876413211) | > loss_disc_real_2: 0.16499550640583038 (0.19942565089048342) | > loss_disc_real_3: 0.1670299768447876 (0.2045934529498566) | > loss_disc_real_4: 0.17398415505886078 (0.20730771020401356) | > loss_disc_real_5: 0.21039293706417084 (0.20109089377314546) | > loss_0: 2.254063606262207 (2.2369907124097956) | > grad_norm_0: tensor(70.3970, device='cuda:0') (tensor(59.7309, device='cuda:0')) | > loss_gen: 2.7149100303649902 (2.7880049971647045) | > loss_kl: 1.9889065027236938 (2.101508997207464) | > loss_feat: 8.61698055267334 (8.42430929804957) | > loss_mel: 15.378767013549805 (14.959000121715457) | > loss_duration: 1.6217472553253174 (1.602437133012816) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.321311950683594 (29.875260597051575) | > grad_norm_1: tensor(1005.0952, device='cuda:0') (tensor(852.9282, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.9657 (0.9178527399551036) | > loader_time: 0.0113 (0.011511830396430438)  --> TIME: 2025-02-21 00:00:15 -- STEP: 93/924 -- GLOBAL_STEP: 167000 | > loss_disc: 2.3878018856048584 (2.2505986793066883) | > loss_disc_real_0: 0.1765190064907074 (0.13609364268279844) | > loss_disc_real_1: 0.20054557919502258 (0.1900813417729511) | > loss_disc_real_2: 0.22794532775878906 (0.2028111115258227) | > loss_disc_real_3: 0.20014090836048126 (0.205742294749906) | > loss_disc_real_4: 0.1840626299381256 (0.20826902296594393) | > loss_disc_real_5: 0.20043012499809265 (0.20575668959207433) | > loss_0: 2.3878018856048584 (2.2505986793066883) | > grad_norm_0: tensor(93.0805, device='cuda:0') (tensor(54.4974, device='cuda:0')) | > loss_gen: 2.571096897125244 (2.7470998071855113) | > loss_kl: 2.078873872756958 (2.11378861114543) | > loss_feat: 7.672179698944092 (8.336258411407465) | > loss_mel: 14.122488975524902 (15.012737284424485) | > loss_duration: 1.6108044385910034 (1.602377242939447) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.055442810058594 (29.81226135582052) | > grad_norm_1: tensor(1151.1022, device='cuda:0') (tensor(806.6353, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.9484 (0.9147329227898711) | > loader_time: 0.0126 (0.011502637658067926) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_167000.pth  --> TIME: 2025-02-21 00:01:04 -- STEP: 143/924 -- GLOBAL_STEP: 167050 | > loss_disc: 2.102080821990967 (2.2566402558680188) | > loss_disc_real_0: 0.13034527003765106 (0.13928493534351566) | > loss_disc_real_1: 0.1918414682149887 (0.18958157519777338) | > loss_disc_real_2: 0.21820424497127533 (0.20335246997696538) | > loss_disc_real_3: 0.23429828882217407 (0.2068754317877176) | > loss_disc_real_4: 0.25624731183052063 (0.2086984739228562) | > loss_disc_real_5: 0.19443278014659882 (0.2044404046935635) | > loss_0: 2.102080821990967 (2.2566402558680188) | > grad_norm_0: tensor(48.0114, device='cuda:0') (tensor(55.6538, device='cuda:0')) | > loss_gen: 2.983872413635254 (2.7536707658034105) | > loss_kl: 2.1013615131378174 (2.123407418077642) | > loss_feat: 9.628144264221191 (8.358344741634555) | > loss_mel: 15.985944747924805 (15.08179066397927) | > loss_duration: 1.6209278106689453 (1.6011832077186425) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.32025146484375 (29.918396823056096) | > grad_norm_1: tensor(1000.5723, device='cuda:0') (tensor(810.0162, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.9437 (0.9135851043087619) | > loader_time: 0.011 (0.011471339872667005)  --> TIME: 2025-02-21 00:01:51 -- STEP: 193/924 -- GLOBAL_STEP: 167100 | > loss_disc: 2.3265180587768555 (2.2523459461686532) | > loss_disc_real_0: 0.13631904125213623 (0.1355219488780117) | > loss_disc_real_1: 0.1912425458431244 (0.18946034851160692) | > loss_disc_real_2: 0.19131368398666382 (0.2033090971294463) | > loss_disc_real_3: 0.1767469197511673 (0.20687580108642575) | > loss_disc_real_4: 0.20030996203422546 (0.2086245153543245) | > loss_disc_real_5: 0.2228890210390091 (0.2048422833952879) | > loss_0: 2.3265180587768555 (2.2523459461686532) | > grad_norm_0: tensor(59.1560, device='cuda:0') (tensor(56.6264, device='cuda:0')) | > loss_gen: 2.5058188438415527 (2.7574011871851787) | > loss_kl: 2.208341598510742 (2.1383196949341134) | > loss_feat: 7.480156898498535 (8.386683053920928) | > loss_mel: 13.799696922302246 (15.08113255772566) | > loss_duration: 1.6202889680862427 (1.597379631946742) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.614303588867188 (29.96091606456381) | > grad_norm_1: tensor(839.1217, device='cuda:0') (tensor(844.8528, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.953 (0.9164516864045297) | > loader_time: 0.0112 (0.011485962052419396)  --> TIME: 2025-02-21 00:02:38 -- STEP: 243/924 -- GLOBAL_STEP: 167150 | > loss_disc: 2.2581851482391357 (2.2449084711663527) | > loss_disc_real_0: 0.10124441236257553 (0.1325869881720457) | > loss_disc_real_1: 0.16081306338310242 (0.18921924391646444) | > loss_disc_real_2: 0.20180249214172363 (0.20259958971675046) | > loss_disc_real_3: 0.15992765128612518 (0.20646274095945394) | > loss_disc_real_4: 0.20520706474781036 (0.20817173925446875) | > loss_disc_real_5: 0.1756701022386551 (0.2046790673654266) | > loss_0: 2.2581851482391357 (2.2449084711663527) | > grad_norm_0: tensor(62.6505, device='cuda:0') (tensor(56.2090, device='cuda:0')) | > loss_gen: 2.6852264404296875 (2.7664901317392356) | > loss_kl: 2.209240436553955 (2.1412891836323364) | > loss_feat: 9.275440216064453 (8.42524509469178) | > loss_mel: 16.01617431640625 (15.101525667763541) | > loss_duration: 1.591659426689148 (1.599099387847838) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.777740478515625 (30.033649413183394) | > grad_norm_1: tensor(1031.9426, device='cuda:0') (tensor(869.2031, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.9392 (0.9166596838476236) | > loader_time: 0.0113 (0.011419254075352547)  --> TIME: 2025-02-21 00:03:24 -- STEP: 293/924 -- GLOBAL_STEP: 167200 | > loss_disc: 2.4485583305358887 (2.2486416723947893) | > loss_disc_real_0: 0.2720949053764343 (0.13437984543041992) | > loss_disc_real_1: 0.21511390805244446 (0.18933200185209417) | > loss_disc_real_2: 0.19969157874584198 (0.20298011463656773) | > loss_disc_real_3: 0.2698787450790405 (0.20692609311574145) | > loss_disc_real_4: 0.2601536810398102 (0.20806505467501107) | > loss_disc_real_5: 0.2471766173839569 (0.2048611868770456) | > loss_0: 2.4485583305358887 (2.2486416723947893) | > grad_norm_0: tensor(86.6694, device='cuda:0') (tensor(57.0978, device='cuda:0')) | > loss_gen: 2.852742910385132 (2.769661158018144) | > loss_kl: 2.1360394954681396 (2.141795913920875) | > loss_feat: 7.618692874908447 (8.406805056353885) | > loss_mel: 14.955693244934082 (15.0696402377236) | > loss_duration: 1.60825514793396 (1.5995640551270884) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.171424865722656 (29.98746642155045) | > grad_norm_1: tensor(965.9863, device='cuda:0') (tensor(877.1954, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.9504 (0.91591208054344) | > loader_time: 0.0116 (0.011399407435602697)  --> TIME: 2025-02-21 00:04:11 -- STEP: 343/924 -- GLOBAL_STEP: 167250 | > loss_disc: 2.3579294681549072 (2.2490932573034903) | > loss_disc_real_0: 0.15591298043727875 (0.13304955505768704) | > loss_disc_real_1: 0.1774274855852127 (0.18972125723306377) | > loss_disc_real_2: 0.18451061844825745 (0.20393443659338945) | > loss_disc_real_3: 0.2074613720178604 (0.20669399036784206) | > loss_disc_real_4: 0.2111588716506958 (0.2079007935332835) | > loss_disc_real_5: 0.24676291644573212 (0.2049481882211419) | > loss_0: 2.3579294681549072 (2.2490932573034903) | > grad_norm_0: tensor(72.8861, device='cuda:0') (tensor(56.0025, device='cuda:0')) | > loss_gen: 2.615312099456787 (2.7653387468688324) | > loss_kl: 1.958139181137085 (2.138290959266463) | > loss_feat: 7.567689895629883 (8.409591553857652) | > loss_mel: 13.840351104736328 (15.07991531638988) | > loss_duration: 1.6162140369415283 (1.5996693063407872) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.597707748413086 (29.99280584240794) | > grad_norm_1: tensor(497.4459, device='cuda:0') (tensor(885.9156, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.8995 (0.9168183129313389) | > loader_time: 0.0105 (0.01141647208188782)  --> TIME: 2025-02-21 00:04:58 -- STEP: 393/924 -- GLOBAL_STEP: 167300 | > loss_disc: 2.2394583225250244 (2.248598342633432) | > loss_disc_real_0: 0.1267862319946289 (0.13277729305867647) | > loss_disc_real_1: 0.19430352747440338 (0.1900550179733273) | > loss_disc_real_2: 0.19192521274089813 (0.20393649941788988) | > loss_disc_real_3: 0.1724683791399002 (0.2066964554119352) | > loss_disc_real_4: 0.17336472868919373 (0.20789644721203482) | > loss_disc_real_5: 0.23176507651805878 (0.20442586928681875) | > loss_0: 2.2394583225250244 (2.248598342633432) | > grad_norm_0: tensor(69.2290, device='cuda:0') (tensor(56.5804, device='cuda:0')) | > loss_gen: 2.752779006958008 (2.7645537756174865) | > loss_kl: 2.1215524673461914 (2.1415802052306163) | > loss_feat: 8.430621147155762 (8.40102049655283) | > loss_mel: 15.54039478302002 (15.064085540577352) | > loss_duration: 1.5946335792541504 (1.599468989833317) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.439979553222656 (29.970708963525205) | > grad_norm_1: tensor(1205.3009, device='cuda:0') (tensor(893.6906, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.9117 (0.9168940239583566) | > loader_time: 0.0106 (0.011443526386911325)  --> TIME: 2025-02-21 00:05:44 -- STEP: 443/924 -- GLOBAL_STEP: 167350 | > loss_disc: 2.184835910797119 (2.2487591669198927) | > loss_disc_real_0: 0.0962163507938385 (0.13334149974934426) | > loss_disc_real_1: 0.19613008201122284 (0.1902260153342048) | > loss_disc_real_2: 0.1974770724773407 (0.20392468985397183) | > loss_disc_real_3: 0.20843830704689026 (0.20671723305371753) | > loss_disc_real_4: 0.22899913787841797 (0.2079637628174797) | > loss_disc_real_5: 0.179251566529274 (0.20409073504045377) | > loss_0: 2.184835910797119 (2.2487591669198927) | > grad_norm_0: tensor(28.0988, device='cuda:0') (tensor(57.0413, device='cuda:0')) | > loss_gen: 2.892244577407837 (2.767661688828306) | > loss_kl: 1.9741404056549072 (2.1403823385927536) | > loss_feat: 9.11434555053711 (8.410383382715436) | > loss_mel: 16.672761917114258 (15.063009767984429) | > loss_duration: 1.6154512166976929 (1.5992278931641415) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.268943786621094 (29.980665034688084) | > grad_norm_1: tensor(713.8301, device='cuda:0') (tensor(894.0900, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.9475 (0.9165927120579016) | > loader_time: 0.012 (0.0114497191211709)  --> TIME: 2025-02-21 00:06:31 -- STEP: 493/924 -- GLOBAL_STEP: 167400 | > loss_disc: 2.3277196884155273 (2.246811354136131) | > loss_disc_real_0: 0.053278595209121704 (0.13303345200014427) | > loss_disc_real_1: 0.20587070286273956 (0.18985203854573438) | > loss_disc_real_2: 0.23281745612621307 (0.20368353674909895) | > loss_disc_real_3: 0.1862882822751999 (0.20665499326181697) | > loss_disc_real_4: 0.18017062544822693 (0.20785676635061268) | > loss_disc_real_5: 0.19957032799720764 (0.2041975548131955) | > loss_0: 2.3277196884155273 (2.246811354136131) | > grad_norm_0: tensor(69.0471, device='cuda:0') (tensor(57.2832, device='cuda:0')) | > loss_gen: 2.6108884811401367 (2.7712355085608915) | > loss_kl: 2.3191349506378174 (2.1368588995014695) | > loss_feat: 8.218724250793457 (8.429481138805837) | > loss_mel: 15.614163398742676 (15.086079454325276) | > loss_duration: 1.6136199235916138 (1.599248409513044) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.37653350830078 (30.02290336887445) | > grad_norm_1: tensor(1101.4269, device='cuda:0') (tensor(895.6674, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.932 (0.9174538326069984) | > loader_time: 0.0104 (0.011447708698605424)  --> TIME: 2025-02-21 00:07:18 -- STEP: 543/924 -- GLOBAL_STEP: 167450 | > loss_disc: 2.318223476409912 (2.245639427810306) | > loss_disc_real_0: 0.25208452343940735 (0.1323469564126563) | > loss_disc_real_1: 0.19081902503967285 (0.18991982860020742) | > loss_disc_real_2: 0.21484705805778503 (0.2039827720346153) | > loss_disc_real_3: 0.24087753891944885 (0.206532091917693) | > loss_disc_real_4: 0.19595696032047272 (0.20769221641630978) | > loss_disc_real_5: 0.22663581371307373 (0.20411171631040279) | > loss_0: 2.318223476409912 (2.245639427810306) | > grad_norm_0: tensor(115.0487, device='cuda:0') (tensor(57.2700, device='cuda:0')) | > loss_gen: 2.8761978149414062 (2.771955441374805) | > loss_kl: 1.9014272689819336 (2.1308845167441066) | > loss_feat: 7.995355606079102 (8.432637401707275) | > loss_mel: 14.486403465270996 (15.081702678462637) | > loss_duration: 1.5998589992523193 (1.599697636416384) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.859243392944336 (30.01687764331122) | > grad_norm_1: tensor(1188.1127, device='cuda:0') (tensor(903.8006, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.8923 (0.9175468975228718) | > loader_time: 0.0102 (0.011441960519189987)  --> TIME: 2025-02-21 00:08:05 -- STEP: 593/924 -- GLOBAL_STEP: 167500 | > loss_disc: 2.4057788848876953 (2.2439837437657064) | > loss_disc_real_0: 0.10085124522447586 (0.13198741207536943) | > loss_disc_real_1: 0.19122645258903503 (0.18981105795296616) | > loss_disc_real_2: 0.21102379262447357 (0.20364068026385865) | > loss_disc_real_3: 0.20139096677303314 (0.20637516895996974) | > loss_disc_real_4: 0.20314626395702362 (0.20756333277358172) | > loss_disc_real_5: 0.17695170640945435 (0.2038838046698707) | > loss_0: 2.4057788848876953 (2.2439837437657064) | > grad_norm_0: tensor(16.9363, device='cuda:0') (tensor(57.5136, device='cuda:0')) | > loss_gen: 2.547578811645508 (2.7745311501456325) | > loss_kl: 2.0715012550354004 (2.126290756775599) | > loss_feat: 7.416728496551514 (8.434989104182494) | > loss_mel: 15.063021659851074 (15.079899641554833) | > loss_duration: 1.5927621126174927 (1.5995388523523153) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.691591262817383 (30.01524947425366) | > grad_norm_1: tensor(601.6107, device='cuda:0') (tensor(904.6335, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.9279 (0.9174201186953669) | > loader_time: 0.0104 (0.01142845869466386)  --> TIME: 2025-02-21 00:08:51 -- STEP: 643/924 -- GLOBAL_STEP: 167550 | > loss_disc: 2.2716259956359863 (2.244658482389911) | > loss_disc_real_0: 0.16624346375465393 (0.13192535176711) | > loss_disc_real_1: 0.2162248194217682 (0.19008067025459763) | > loss_disc_real_2: 0.19099991023540497 (0.20352075259385186) | > loss_disc_real_3: 0.20686402916908264 (0.2065155353414511) | > loss_disc_real_4: 0.20200423896312714 (0.20759121987904955) | > loss_disc_real_5: 0.20499813556671143 (0.20392666724662578) | > loss_0: 2.2716259956359863 (2.244658482389911) | > grad_norm_0: tensor(55.5478, device='cuda:0') (tensor(57.3349, device='cuda:0')) | > loss_gen: 2.696516513824463 (2.771569054753374) | > loss_kl: 1.9708952903747559 (2.1279665611765446) | > loss_feat: 7.029064178466797 (8.426479003663022) | > loss_mel: 12.232181549072266 (15.07018903996303) | > loss_duration: 1.5306203365325928 (1.5991615403681105) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.459278106689453 (29.995365169519214) | > grad_norm_1: tensor(814.9384, device='cuda:0') (tensor(904.1492, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.9273 (0.9173247358105602) | > loader_time: 0.011 (0.011435121993069331)  --> TIME: 2025-02-21 00:09:38 -- STEP: 693/924 -- GLOBAL_STEP: 167600 | > loss_disc: 2.290691614151001 (2.2457601649076575) | > loss_disc_real_0: 0.1145472377538681 (0.1329144635069766) | > loss_disc_real_1: 0.1975860297679901 (0.19015866530922076) | > loss_disc_real_2: 0.19206272065639496 (0.2034160385572206) | > loss_disc_real_3: 0.22897177934646606 (0.20659232361062085) | > loss_disc_real_4: 0.19314642250537872 (0.20758538894237033) | > loss_disc_real_5: 0.18983444571495056 (0.2037270936098966) | > loss_0: 2.290691614151001 (2.2457601649076575) | > grad_norm_0: tensor(30.2433, device='cuda:0') (tensor(57.4946, device='cuda:0')) | > loss_gen: 2.579684019088745 (2.773351436397555) | > loss_kl: 2.0943288803100586 (2.1266047636323875) | > loss_feat: 7.940978527069092 (8.427701936999801) | > loss_mel: 15.098003387451172 (15.074583670105596) | > loss_duration: 1.662300944328308 (1.599270743725103) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.375293731689453 (30.00151250819967) | > grad_norm_1: tensor(656.7468, device='cuda:0') (tensor(901.7020, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.9294 (0.9172827206648789) | > loader_time: 0.0121 (0.011420224480126676)  --> TIME: 2025-02-21 00:10:25 -- STEP: 743/924 -- GLOBAL_STEP: 167650 | > loss_disc: 2.12345027923584 (2.245139425888677) | > loss_disc_real_0: 0.06105465814471245 (0.13288185774558003) | > loss_disc_real_1: 0.18739016354084015 (0.19013213216857353) | > loss_disc_real_2: 0.20743736624717712 (0.2033873167124604) | > loss_disc_real_3: 0.2102666199207306 (0.20659237939608682) | > loss_disc_real_4: 0.1961660236120224 (0.20761706775322578) | > loss_disc_real_5: 0.236126109957695 (0.20377766069220346) | > loss_0: 2.12345027923584 (2.245139425888677) | > grad_norm_0: tensor(26.5614, device='cuda:0') (tensor(57.0039, device='cuda:0')) | > loss_gen: 2.952205181121826 (2.772055311446874) | > loss_kl: 2.0591001510620117 (2.1284130044772844) | > loss_feat: 9.242830276489258 (8.428782636352384) | > loss_mel: 15.746406555175781 (15.083614034896584) | > loss_duration: 1.596763253211975 (1.5989575498357589) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.597305297851562 (30.011822501550935) | > grad_norm_1: tensor(968.8864, device='cuda:0') (tensor(899.2083, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.9321 (0.9176138531953136) | > loader_time: 0.0117 (0.011414104002160636)  --> TIME: 2025-02-21 00:11:11 -- STEP: 793/924 -- GLOBAL_STEP: 167700 | > loss_disc: 2.1841368675231934 (2.243785008055265) | > loss_disc_real_0: 0.12187571078538895 (0.13241118816059896) | > loss_disc_real_1: 0.1966228187084198 (0.18999846170634077) | > loss_disc_real_2: 0.19773852825164795 (0.20331575042212302) | > loss_disc_real_3: 0.2152504026889801 (0.20641641653275572) | > loss_disc_real_4: 0.17869345843791962 (0.20745793154080308) | > loss_disc_real_5: 0.20709694921970367 (0.2038839682466897) | > loss_0: 2.1841368675231934 (2.243785008055265) | > grad_norm_0: tensor(46.6065, device='cuda:0') (tensor(56.9958, device='cuda:0')) | > loss_gen: 2.8013594150543213 (2.772178118045511) | > loss_kl: 2.4393649101257324 (2.1279119910087436) | > loss_feat: 8.674664497375488 (8.43226942528994) | > loss_mel: 14.733932495117188 (15.08043625556205) | > loss_duration: 1.5552159547805786 (1.599225425329364) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.20453643798828 (30.012021188627727) | > grad_norm_1: tensor(947.1976, device='cuda:0') (tensor(896.5490, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.8501 (0.917176571349328) | > loader_time: 0.0097 (0.011406289674294709)  --> TIME: 2025-02-21 00:11:58 -- STEP: 843/924 -- GLOBAL_STEP: 167750 | > loss_disc: 2.29408860206604 (2.244161039484781) | > loss_disc_real_0: 0.11278098076581955 (0.13253759484945818) | > loss_disc_real_1: 0.20632793009281158 (0.19001493294538843) | > loss_disc_real_2: 0.23244313895702362 (0.20321260938865016) | > loss_disc_real_3: 0.21206751465797424 (0.2064299134455824) | > loss_disc_real_4: 0.18689823150634766 (0.20744693045938567) | > loss_disc_real_5: 0.2338957041501999 (0.20387911093051186) | > loss_0: 2.29408860206604 (2.244161039484781) | > grad_norm_0: tensor(29.7534, device='cuda:0') (tensor(56.9700, device='cuda:0')) | > loss_gen: 2.6145079135894775 (2.7729149263524477) | > loss_kl: 2.1090612411499023 (2.129765025095866) | > loss_feat: 7.4174699783325195 (8.433243499249054) | > loss_mel: 14.389596939086914 (15.086818374914348) | > loss_duration: 1.581868052482605 (1.5989896821240366) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.112503051757812 (30.02173149090786) | > grad_norm_1: tensor(725.9547, device='cuda:0') (tensor(895.6073, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.9463 (0.9169653695107638) | > loader_time: 0.0116 (0.011405926723638611)  --> TIME: 2025-02-21 00:12:44 -- STEP: 893/924 -- GLOBAL_STEP: 167800 | > loss_disc: 2.1535208225250244 (2.2417564751186156) | > loss_disc_real_0: 0.09555607289075851 (0.13223466599174483) | > loss_disc_real_1: 0.1816207617521286 (0.1897895267902804) | > loss_disc_real_2: 0.23242399096488953 (0.20316941732455215) | > loss_disc_real_3: 0.21549956500530243 (0.20615326557287572) | > loss_disc_real_4: 0.1944703310728073 (0.207314251251477) | > loss_disc_real_5: 0.1972137987613678 (0.20381330188952) | > loss_0: 2.1535208225250244 (2.2417564751186156) | > grad_norm_0: tensor(44.6412, device='cuda:0') (tensor(56.7225, device='cuda:0')) | > loss_gen: 3.0607991218566895 (2.773459830449648) | > loss_kl: 2.249478816986084 (2.132315359751027) | > loss_feat: 9.525097846984863 (8.444151876755024) | > loss_mel: 15.802502632141113 (15.102320089051865) | > loss_duration: 1.6178325414657593 (1.5988937097060314) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.25571060180664 (30.051140850361893) | > grad_norm_1: tensor(867.2527, device='cuda:0') (tensor(893.9079, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.9084 (0.9169040222851453) | > loader_time: 0.0112 (0.011402750602628195)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.395368814468384 (2.395368814468384) | > loss_disc_real_0: 0.12781298160552979 (0.12781298160552979) | > loss_disc_real_1: 0.18414951860904694 (0.18414951860904694) | > loss_disc_real_2: 0.23130659759044647 (0.23130659759044647) | > loss_disc_real_3: 0.19783039391040802 (0.19783039391040802) | > loss_disc_real_4: 0.25275278091430664 (0.25275278091430664) | > loss_disc_real_5: 0.1988178938627243 (0.1988178938627243) | > loss_0: 2.395368814468384 (2.395368814468384) | > loss_gen: 2.241910457611084 (2.241910457611084) | > loss_kl: 2.0140304565429688 (2.0140304565429688) | > loss_feat: 6.615095615386963 (6.615095615386963) | > loss_mel: 12.04510498046875 (12.04510498046875) | > loss_duration: 1.678117036819458 (1.678117036819458) | > loss_1: 24.59425926208496 (24.59425926208496)  --> STEP: 1 | > loss_disc: 2.353609085083008 (2.353609085083008) | > loss_disc_real_0: 0.10897760838270187 (0.10897760838270187) | > loss_disc_real_1: 0.18891488015651703 (0.18891488015651703) | > loss_disc_real_2: 0.23284953832626343 (0.23284953832626343) | > loss_disc_real_3: 0.1981125921010971 (0.1981125921010971) | > loss_disc_real_4: 0.24926315248012543 (0.24926315248012543) | > loss_disc_real_5: 0.17937617003917694 (0.17937617003917694) | > loss_0: 2.353609085083008 (2.353609085083008) | > loss_gen: 2.3032095432281494 (2.3032095432281494) | > loss_kl: 2.1187758445739746 (2.1187758445739746) | > loss_feat: 7.670875549316406 (7.670875549316406) | > loss_mel: 14.24404525756836 (14.24404525756836) | > loss_duration: 1.6874232292175293 (1.6874232292175293) | > loss_1: 28.024330139160156 (28.024330139160156)  --> STEP: 2 | > loss_disc: 2.33811354637146 (2.345861315727234) | > loss_disc_real_0: 0.11406594514846802 (0.11152177676558495) | > loss_disc_real_1: 0.17367371916770935 (0.1812942996621132) | > loss_disc_real_2: 0.21558550000190735 (0.2242175191640854) | > loss_disc_real_3: 0.20854370296001434 (0.20332814753055573) | > loss_disc_real_4: 0.24020077288150787 (0.24473196268081665) | > loss_disc_real_5: 0.16644109785556793 (0.17290863394737244) | > loss_0: 2.33811354637146 (2.345861315727234) | > loss_gen: 2.303072690963745 (2.3031411170959473) | > loss_kl: 2.107611894607544 (2.1131938695907593) | > loss_feat: 8.137932777404785 (7.904404163360596) | > loss_mel: 14.111077308654785 (14.177561283111572) | > loss_duration: 1.5827140808105469 (1.635068655014038) | > loss_1: 28.242406845092773 (28.133368492126465)  --> STEP: 3 | > loss_disc: 2.5181846618652344 (2.4033024311065674) | > loss_disc_real_0: 0.12246681749820709 (0.115170123676459) | > loss_disc_real_1: 0.1918676495552063 (0.18481874962647757) | > loss_disc_real_2: 0.25175103545188904 (0.23339535792668661) | > loss_disc_real_3: 0.21580833196640015 (0.20748820900917053) | > loss_disc_real_4: 0.24458514153957367 (0.24468302230040231) | > loss_disc_real_5: 0.20381273329257965 (0.18321000039577484) | > loss_0: 2.5181846618652344 (2.4033024311065674) | > loss_gen: 2.089841365814209 (2.2320412000020347) | > loss_kl: 2.032482862472534 (2.086290200551351) | > loss_feat: 5.894700527191162 (7.234502951304118) | > loss_mel: 10.72055721282959 (13.025226593017578) | > loss_duration: 1.6525912284851074 (1.6409095128377278) | > loss_1: 22.390172958374023 (26.218969980875652)  --> STEP: 4 | > loss_disc: 2.4454948902130127 (2.4138505458831787) | > loss_disc_real_0: 0.11633095145225525 (0.11546033062040806) | > loss_disc_real_1: 0.1968449503183365 (0.1878252997994423) | > loss_disc_real_2: 0.2525036334991455 (0.23817242681980133) | > loss_disc_real_3: 0.19559690356254578 (0.20451538264751434) | > loss_disc_real_4: 0.266696959733963 (0.2501865066587925) | > loss_disc_real_5: 0.19784580171108246 (0.18686895072460175) | > loss_0: 2.4454948902130127 (2.4138505458831787) | > loss_gen: 2.2121424674987793 (2.2270665168762207) | > loss_kl: 1.9045474529266357 (2.040854513645172) | > loss_feat: 6.5370306968688965 (7.0601348876953125) | > loss_mel: 12.009757041931152 (12.771359205245972) | > loss_duration: 1.746028184890747 (1.6671891808509827) | > loss_1: 24.409507751464844 (25.76660442352295)  --> STEP: 5 | > loss_disc: 2.189023971557617 (2.3688852310180666) | > loss_disc_real_0: 0.10480246692895889 (0.11332875788211823) | > loss_disc_real_1: 0.19724726676940918 (0.18970969319343567) | > loss_disc_real_2: 0.2377297580242157 (0.2380838930606842) | > loss_disc_real_3: 0.19648009538650513 (0.2029083251953125) | > loss_disc_real_4: 0.22254927456378937 (0.24465906023979186) | > loss_disc_real_5: 0.10223069041967392 (0.16994129866361618) | > loss_0: 2.189023971557617 (2.3688852310180666) | > loss_gen: 2.3225057125091553 (2.2461543560028074) | > loss_kl: 1.839148759841919 (2.0005133628845213) | > loss_feat: 7.3495049476623535 (7.1180088996887205) | > loss_mel: 15.107333183288574 (13.238554000854492) | > loss_duration: 1.540008783340454 (1.6417531013488769) | > loss_1: 28.15850067138672 (26.244983673095703) --> EVAL PERFORMANCE | > avg_loader_time: 0.15715618133544923 (+0.0003154277801513672) | > avg_loss_disc: 2.3688852310180666 (+0.16403541564941415) | > avg_loss_disc_real_0: 0.11332875788211823 (+0.0015717968344688416) | > avg_loss_disc_real_1: 0.18970969319343567 (-0.02458008229732514) | > avg_loss_disc_real_2: 0.2380838930606842 (+0.008906435966491683) | > avg_loss_disc_real_3: 0.2029083251953125 (-0.01660372912883759) | > avg_loss_disc_real_4: 0.24465906023979186 (+0.010459718108177168) | > avg_loss_disc_real_5: 0.16994129866361618 (-0.045609571039676666) | > avg_loss_0: 2.3688852310180666 (+0.16403541564941415) | > avg_loss_gen: 2.2461543560028074 (-0.5898479461669925) | > avg_loss_kl: 2.0005133628845213 (-0.060340142250061124) | > avg_loss_feat: 7.1180088996887205 (-1.1551198959350595) | > avg_loss_mel: 13.238554000854492 (-1.6579786300659176) | > avg_loss_duration: 1.6417531013488769 (+0.0013111114501951349) | > avg_loss_1: 26.244983673095703 (-3.461976242065429)  > EPOCH: 132/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 00:13:21)   --> TIME: 2025-02-21 00:13:41 -- STEP: 19/924 -- GLOBAL_STEP: 167850 | > loss_disc: 2.0738606452941895 (2.2426812774256657) | > loss_disc_real_0: 0.08065082132816315 (0.13375414574616834) | > loss_disc_real_1: 0.19535018503665924 (0.1914412034185309) | > loss_disc_real_2: 0.19407880306243896 (0.20637803799227664) | > loss_disc_real_3: 0.24645456671714783 (0.211581226242216) | > loss_disc_real_4: 0.20007197558879852 (0.20476375598656504) | > loss_disc_real_5: 0.16315682232379913 (0.20086949279433802) | > loss_0: 2.0738606452941895 (2.2426812774256657) | > grad_norm_0: tensor(42.2597, device='cuda:0') (tensor(61.8754, device='cuda:0')) | > loss_gen: 2.9356625080108643 (2.767599620317158) | > loss_kl: 2.0420188903808594 (2.143190760361521) | > loss_feat: 10.016971588134766 (8.2682120172601) | > loss_mel: 16.067363739013672 (14.798265557540091) | > loss_duration: 1.610884666442871 (1.590068917525442) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.67290115356445 (29.567336734972503) | > grad_norm_1: tensor(994.2697, device='cuda:0') (tensor(901.5218, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.9399 (0.9204008077320299) | > loader_time: 0.0117 (0.010995061774002878)  --> TIME: 2025-02-21 00:14:28 -- STEP: 69/924 -- GLOBAL_STEP: 167900 | > loss_disc: 2.165804386138916 (2.2269686201344348) | > loss_disc_real_0: 0.19403298199176788 (0.13488047219057014) | > loss_disc_real_1: 0.1749122440814972 (0.19094898044199182) | > loss_disc_real_2: 0.22210845351219177 (0.20161592614823493) | > loss_disc_real_3: 0.21534235775470734 (0.20636793971061707) | > loss_disc_real_4: 0.2287072241306305 (0.20417420652465543) | > loss_disc_real_5: 0.20164518058300018 (0.2000479300816854) | > loss_0: 2.165804386138916 (2.2269686201344348) | > grad_norm_0: tensor(73.7372, device='cuda:0') (tensor(59.1429, device='cuda:0')) | > loss_gen: 3.0821683406829834 (2.7802548235741225) | > loss_kl: 2.3486762046813965 (2.1621592632238418) | > loss_feat: 9.515209197998047 (8.33455857677736) | > loss_mel: 16.52770233154297 (14.736288222713746) | > loss_duration: 1.6607329845428467 (1.5989725313324858) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.134490966796875 (29.612233396889508) | > grad_norm_1: tensor(1076.6184, device='cuda:0') (tensor(951.0230, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.9035 (0.9172701455544734) | > loader_time: 0.012 (0.011382427768430849)  --> TIME: 2025-02-21 00:15:14 -- STEP: 119/924 -- GLOBAL_STEP: 167950 | > loss_disc: 2.203856945037842 (2.215573589340978) | > loss_disc_real_0: 0.0716276541352272 (0.1261162217236868) | > loss_disc_real_1: 0.19968265295028687 (0.1889493790995173) | > loss_disc_real_2: 0.2029135376214981 (0.20192062704503033) | > loss_disc_real_3: 0.24058851599693298 (0.20719013169032185) | > loss_disc_real_4: 0.21059705317020416 (0.20367246941358103) | > loss_disc_real_5: 0.18478985130786896 (0.20138851784858383) | > loss_0: 2.203856945037842 (2.215573589340978) | > grad_norm_0: tensor(35.8249, device='cuda:0') (tensor(57.5844, device='cuda:0')) | > loss_gen: 2.8808581829071045 (2.8014559024522283) | > loss_kl: 2.0051703453063965 (2.16909218335352) | > loss_feat: 8.7676420211792 (8.474932850909836) | > loss_mel: 13.653619766235352 (14.881906974215468) | > loss_duration: 1.5633056163787842 (1.598221991242481) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.870594024658203 (29.925609861101425) | > grad_norm_1: tensor(1198.9702, device='cuda:0') (tensor(940.6064, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.8722 (0.9121190579999395) | > loader_time: 0.0088 (0.011329604798004407)  --> TIME: 2025-02-21 00:16:01 -- STEP: 169/924 -- GLOBAL_STEP: 168000 | > loss_disc: 2.2221951484680176 (2.2240444837942612) | > loss_disc_real_0: 0.20154893398284912 (0.12874443575563516) | > loss_disc_real_1: 0.1730812042951584 (0.1892933830530685) | > loss_disc_real_2: 0.16903038322925568 (0.20263906590331932) | > loss_disc_real_3: 0.21691784262657166 (0.207501626755359) | > loss_disc_real_4: 0.17820268869400024 (0.20341382391706725) | > loss_disc_real_5: 0.2550656795501709 (0.2027510228241689) | > loss_0: 2.2221951484680176 (2.2240444837942612) | > grad_norm_0: tensor(108.4863, device='cuda:0') (tensor(58.6303, device='cuda:0')) | > loss_gen: 2.903036594390869 (2.80772482431852) | > loss_kl: 2.15452241897583 (2.16520463573862) | > loss_feat: 8.805033683776855 (8.489876834598522) | > loss_mel: 15.335217475891113 (14.972875030788444) | > loss_duration: 1.563930869102478 (1.5980017333341074) | > amp_scaler: 128.0 (130.27218934911244) | > loss_1: 30.76173973083496 (30.03368305454593) | > grad_norm_1: tensor(868.2452, device='cuda:0') (tensor(924.2092, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.9532 (0.9163598492300722) | > loader_time: 0.0146 (0.011323284115311666) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_168000.pth  --> TIME: 2025-02-21 00:16:50 -- STEP: 219/924 -- GLOBAL_STEP: 168050 | > loss_disc: 2.335716485977173 (2.230264238026587) | > loss_disc_real_0: 0.16620327532291412 (0.1283721056124664) | > loss_disc_real_1: 0.17457929253578186 (0.18883236671147274) | > loss_disc_real_2: 0.21957485377788544 (0.20355507574941464) | > loss_disc_real_3: 0.19583521783351898 (0.20710980613209892) | > loss_disc_real_4: 0.19757287204265594 (0.20444248412569907) | > loss_disc_real_5: 0.2059425562620163 (0.20476814009011063) | > loss_0: 2.335716485977173 (2.230264238026587) | > grad_norm_0: tensor(91.7570, device='cuda:0') (tensor(57.2085, device='cuda:0')) | > loss_gen: 2.549384117126465 (2.788869730413778) | > loss_kl: 2.1469151973724365 (2.162397755335454) | > loss_feat: 7.453777313232422 (8.4779660973919) | > loss_mel: 13.234492301940918 (14.972355620501792) | > loss_duration: 1.6071406602859497 (1.5979020258063057) | > amp_scaler: 128.0 (129.75342465753425) | > loss_1: 26.99171257019043 (29.99949122563889) | > grad_norm_1: tensor(1063.7173, device='cuda:0') (tensor(894.1702, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.8733 (0.915991920314423) | > loader_time: 0.0101 (0.011354317948154122)  --> TIME: 2025-02-21 00:17:36 -- STEP: 269/924 -- GLOBAL_STEP: 168100 | > loss_disc: 2.2884483337402344 (2.234423464558823) | > loss_disc_real_0: 0.17555119097232819 (0.12880473216947133) | > loss_disc_real_1: 0.20454689860343933 (0.1891308852287916) | > loss_disc_real_2: 0.19402937591075897 (0.20325539978463406) | > loss_disc_real_3: 0.2127423733472824 (0.20689953725134136) | > loss_disc_real_4: 0.20919273793697357 (0.20574998384736284) | > loss_disc_real_5: 0.213796004652977 (0.2055602720125014) | > loss_0: 2.2884483337402344 (2.234423464558823) | > grad_norm_0: tensor(72.8478, device='cuda:0') (tensor(58.4297, device='cuda:0')) | > loss_gen: 2.699409008026123 (2.7884949556513803) | > loss_kl: 2.2351491451263428 (2.15403183109255) | > loss_feat: 8.546178817749023 (8.471654540987267) | > loss_mel: 16.402509689331055 (14.970624328102764) | > loss_duration: 1.6488651037216187 (1.5992451822004359) | > amp_scaler: 128.0 (129.4275092936803) | > loss_1: 31.53211212158203 (29.98405082872809) | > grad_norm_1: tensor(1117.8229, device='cuda:0') (tensor(903.4059, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.9033 (0.9152034676207929) | > loader_time: 0.0108 (0.011313280651560507)  --> TIME: 2025-02-21 00:18:23 -- STEP: 319/924 -- GLOBAL_STEP: 168150 | > loss_disc: 2.094059705734253 (2.23394519483034) | > loss_disc_real_0: 0.07443100959062576 (0.12845468066842958) | > loss_disc_real_1: 0.17635628581047058 (0.18889395163911266) | > loss_disc_real_2: 0.18525858223438263 (0.2028759668426453) | > loss_disc_real_3: 0.16664449870586395 (0.20671066403575825) | > loss_disc_real_4: 0.16503271460533142 (0.20600606678608444) | > loss_disc_real_5: 0.16982604563236237 (0.20498926208871285) | > loss_0: 2.094059705734253 (2.23394519483034) | > grad_norm_0: tensor(35.6196, device='cuda:0') (tensor(58.5676, device='cuda:0')) | > loss_gen: 2.9346842765808105 (2.786323470381736) | > loss_kl: 2.491300582885742 (2.1484299076014537) | > loss_feat: 9.240177154541016 (8.461588780334381) | > loss_mel: 15.988591194152832 (14.972977859473154) | > loss_duration: 1.5815101861953735 (1.5990690953305522) | > amp_scaler: 128.0 (129.20376175548583) | > loss_1: 32.236263275146484 (29.968389122463694) | > grad_norm_1: tensor(1204.1538, device='cuda:0') (tensor(915.2947, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.9138 (0.9158262914998404) | > loader_time: 0.0111 (0.011366099773155863)  --> TIME: 2025-02-21 00:19:10 -- STEP: 369/924 -- GLOBAL_STEP: 168200 | > loss_disc: 2.339475631713867 (2.236816800383696) | > loss_disc_real_0: 0.133880153298378 (0.12909195235953105) | > loss_disc_real_1: 0.19458548724651337 (0.18914204848006486) | > loss_disc_real_2: 0.1780228465795517 (0.20249390989784294) | > loss_disc_real_3: 0.2099296599626541 (0.2069391320310634) | > loss_disc_real_4: 0.21146607398986816 (0.20640956406509328) | > loss_disc_real_5: 0.25188925862312317 (0.20556124265439465) | > loss_0: 2.339475631713867 (2.236816800383696) | > grad_norm_0: tensor(25.0694, device='cuda:0') (tensor(57.7179, device='cuda:0')) | > loss_gen: 2.5532419681549072 (2.7838164383802955) | > loss_kl: 2.1626431941986084 (2.1422092303997124) | > loss_feat: 8.048669815063477 (8.447712203028404) | > loss_mel: 14.437215805053711 (14.969833198278577) | > loss_duration: 1.6320478916168213 (1.599580762509085) | > amp_scaler: 128.0 (129.04065040650403) | > loss_1: 28.833818435668945 (29.943151820319777) | > grad_norm_1: tensor(791.8632, device='cuda:0') (tensor(910.2688, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.8818 (0.9162862178109848) | > loader_time: 0.01 (0.011412755583683007)  --> TIME: 2025-02-21 00:19:57 -- STEP: 419/924 -- GLOBAL_STEP: 168250 | > loss_disc: 2.114330291748047 (2.233903244742348) | > loss_disc_real_0: 0.06459496915340424 (0.12875396835668845) | > loss_disc_real_1: 0.18066221475601196 (0.18925047276412668) | > loss_disc_real_2: 0.2033088505268097 (0.20245577046438726) | > loss_disc_real_3: 0.18723581731319427 (0.2067888506059146) | > loss_disc_real_4: 0.18771794438362122 (0.2062313100745399) | > loss_disc_real_5: 0.18202482163906097 (0.20503481475720828) | > loss_0: 2.114330291748047 (2.233903244742348) | > grad_norm_0: tensor(51.2258, device='cuda:0') (tensor(57.5137, device='cuda:0')) | > loss_gen: 2.8246307373046875 (2.7819152145795436) | > loss_kl: 1.9397624731063843 (2.1334715469924803) | > loss_feat: 9.179157257080078 (8.435408362340809) | > loss_mel: 16.02315902709961 (14.960677429144592) | > loss_duration: 1.6098297834396362 (1.5995878683923253) | > amp_scaler: 128.0 (128.9164677804295) | > loss_1: 31.5765380859375 (29.911060410638413) | > grad_norm_1: tensor(1241.1213, device='cuda:0') (tensor(924.7478, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.934 (0.91757046009874) | > loader_time: 0.0147 (0.0114405143801523)  --> TIME: 2025-02-21 00:20:44 -- STEP: 469/924 -- GLOBAL_STEP: 168300 | > loss_disc: 2.195891857147217 (2.2314310640668586) | > loss_disc_real_0: 0.09977052360773087 (0.1279358683205616) | > loss_disc_real_1: 0.20304974913597107 (0.18905742247221563) | > loss_disc_real_2: 0.21910981833934784 (0.20264238926139208) | > loss_disc_real_3: 0.20594769716262817 (0.2066032489352643) | > loss_disc_real_4: 0.21667690575122833 (0.20622501984588118) | > loss_disc_real_5: 0.17851193249225616 (0.20446205866743505) | > loss_0: 2.195891857147217 (2.2314310640668586) | > grad_norm_0: tensor(39.3059, device='cuda:0') (tensor(57.7861, device='cuda:0')) | > loss_gen: 2.7993125915527344 (2.7852740292864313) | > loss_kl: 2.066915512084961 (2.135733723386263) | > loss_feat: 8.335199356079102 (8.444131672255264) | > loss_mel: 15.061149597167969 (14.954896613733093) | > loss_duration: 1.6266069412231445 (1.5992446281254165) | > amp_scaler: 128.0 (128.81876332622596) | > loss_1: 29.889183044433594 (29.919280639843645) | > grad_norm_1: tensor(713.3195, device='cuda:0') (tensor(927.7921, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.9666 (0.9176496142771706) | > loader_time: 0.0119 (0.011448332495780898)  --> TIME: 2025-02-21 00:21:30 -- STEP: 519/924 -- GLOBAL_STEP: 168350 | > loss_disc: 2.2060747146606445 (2.2296879923182895) | > loss_disc_real_0: 0.0762016773223877 (0.12810560096923782) | > loss_disc_real_1: 0.2185899317264557 (0.18903816794269573) | > loss_disc_real_2: 0.21478798985481262 (0.2023159983874745) | > loss_disc_real_3: 0.19532117247581482 (0.2064087812668556) | > loss_disc_real_4: 0.2062356024980545 (0.20609862924426048) | > loss_disc_real_5: 0.17913644015789032 (0.20429849587309107) | > loss_0: 2.2060747146606445 (2.2296879923182895) | > grad_norm_0: tensor(26.3177, device='cuda:0') (tensor(58.0474, device='cuda:0')) | > loss_gen: 2.806593418121338 (2.7910691538757444) | > loss_kl: 2.044404983520508 (2.1321606323668485) | > loss_feat: 8.869248390197754 (8.467671741639947) | > loss_mel: 15.63952350616455 (14.989294706282129) | > loss_duration: 1.6251498460769653 (1.5990723263551274) | > amp_scaler: 128.0 (128.73988439306348) | > loss_1: 30.984920501708984 (29.97926852790377) | > grad_norm_1: tensor(820.3314, device='cuda:0') (tensor(933.9750, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.9104 (0.9177656357458331) | > loader_time: 0.0133 (0.011473111793944373)  --> TIME: 2025-02-21 00:22:17 -- STEP: 569/924 -- GLOBAL_STEP: 168400 | > loss_disc: 2.1709609031677246 (2.227702563383041) | > loss_disc_real_0: 0.06215456500649452 (0.12751452334107324) | > loss_disc_real_1: 0.19438548386096954 (0.1888600630531831) | > loss_disc_real_2: 0.1820736676454544 (0.20236627833495446) | > loss_disc_real_3: 0.20727095007896423 (0.20626796404904757) | > loss_disc_real_4: 0.20145271718502045 (0.2061559241297794) | > loss_disc_real_5: 0.20977342128753662 (0.2040462172827527) | > loss_0: 2.1709609031677246 (2.227702563383041) | > grad_norm_0: tensor(53.1238, device='cuda:0') (tensor(57.6040, device='cuda:0')) | > loss_gen: 2.879241704940796 (2.7913595569992733) | > loss_kl: 2.0524537563323975 (2.129142505213329) | > loss_feat: 8.843131065368652 (8.475769523996044) | > loss_mel: 15.49744987487793 (14.996096440065514) | > loss_duration: 1.580536961555481 (1.5989325421556229) | > amp_scaler: 128.0 (128.67486818980657) | > loss_1: 30.852815628051758 (29.99130052589993) | > grad_norm_1: tensor(1143.3043, device='cuda:0') (tensor(931.1329, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.9162 (0.9175027145861739) | > loader_time: 0.011 (0.011448744939794017)  --> TIME: 2025-02-21 00:23:04 -- STEP: 619/924 -- GLOBAL_STEP: 168450 | > loss_disc: 2.1279687881469727 (2.2277550421932037) | > loss_disc_real_0: 0.1381198912858963 (0.1276691433024233) | > loss_disc_real_1: 0.15718939900398254 (0.18886407035040362) | > loss_disc_real_2: 0.20665988326072693 (0.20243097198991664) | > loss_disc_real_3: 0.1685204654932022 (0.20618830308294062) | > loss_disc_real_4: 0.18965478241443634 (0.20600780483594033) | > loss_disc_real_5: 0.18868738412857056 (0.203927896182641) | > loss_0: 2.1279687881469727 (2.2277550421932037) | > grad_norm_0: tensor(46.8996, device='cuda:0') (tensor(57.8083, device='cuda:0')) | > loss_gen: 2.7226669788360596 (2.794490328512977) | > loss_kl: 1.990788459777832 (2.130612618318474) | > loss_feat: 8.108451843261719 (8.48425282569232) | > loss_mel: 15.704883575439453 (15.013355597155545) | > loss_duration: 1.6047909259796143 (1.5987738120536619) | > amp_scaler: 128.0 (128.6203554119547) | > loss_1: 30.131582260131836 (30.02148513917199) | > grad_norm_1: tensor(878.9777, device='cuda:0') (tensor(928.8431, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.9404 (0.917560170270707) | > loader_time: 0.0115 (0.011441187250017155)  --> TIME: 2025-02-21 00:23:50 -- STEP: 669/924 -- GLOBAL_STEP: 168500 | > loss_disc: 2.229787826538086 (2.228076085025064) | > loss_disc_real_0: 0.12330261617898941 (0.1282666343109757) | > loss_disc_real_1: 0.19040697813034058 (0.18878256882609096) | > loss_disc_real_2: 0.20098313689231873 (0.20233835460359198) | > loss_disc_real_3: 0.20218969881534576 (0.20612108288680844) | > loss_disc_real_4: 0.20747098326683044 (0.20607732249749608) | > loss_disc_real_5: 0.18791279196739197 (0.20366648044465005) | > loss_0: 2.229787826538086 (2.228076085025064) | > grad_norm_0: tensor(58.5023, device='cuda:0') (tensor(57.5348, device='cuda:0')) | > loss_gen: 2.780686378479004 (2.794252393847978) | > loss_kl: 2.1558597087860107 (2.1286712535650034) | > loss_feat: 9.358147621154785 (8.487322433112455) | > loss_mel: 16.721050262451172 (15.021195926295624) | > loss_duration: 1.5514165163040161 (1.598511086094718) | > amp_scaler: 128.0 (128.57399103139008) | > loss_1: 32.567161560058594 (30.029953068503705) | > grad_norm_1: tensor(387.4996, device='cuda:0') (tensor(927.3568, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.867 (0.9173337543670014) | > loader_time: 0.01 (0.011438230762567217)  --> TIME: 2025-02-21 00:24:37 -- STEP: 719/924 -- GLOBAL_STEP: 168550 | > loss_disc: 2.2123303413391113 (2.228576134076871) | > loss_disc_real_0: 0.09175743907690048 (0.12834811091464488) | > loss_disc_real_1: 0.1921159327030182 (0.188730012309402) | > loss_disc_real_2: 0.21045662462711334 (0.20236413284452295) | > loss_disc_real_3: 0.20418642461299896 (0.2063445185669937) | > loss_disc_real_4: 0.20726442337036133 (0.2060804533485908) | > loss_disc_real_5: 0.1946716457605362 (0.20366593399531976) | > loss_0: 2.2123303413391113 (2.228576134076871) | > grad_norm_0: tensor(35.7836, device='cuda:0') (tensor(57.4905, device='cuda:0')) | > loss_gen: 2.8008203506469727 (2.7933507884162174) | > loss_kl: 2.1626956462860107 (2.123861476177962) | > loss_feat: 8.299699783325195 (8.485084928292393) | > loss_mel: 13.899144172668457 (15.027056268259614) | > loss_duration: 1.5746777057647705 (1.5986568302703665) | > amp_scaler: 128.0 (128.53407510431146) | > loss_1: 28.73703956604004 (30.028010282131827) | > grad_norm_1: tensor(1016.2784, device='cuda:0') (tensor(922.5368, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.9275 (0.9181351548938989) | > loader_time: 0.0103 (0.011454126931032645)  --> TIME: 2025-02-21 00:25:24 -- STEP: 769/924 -- GLOBAL_STEP: 168600 | > loss_disc: 2.213670253753662 (2.2288153969885047) | > loss_disc_real_0: 0.12438098341226578 (0.12907237903504448) | > loss_disc_real_1: 0.1627655029296875 (0.1885346106613256) | > loss_disc_real_2: 0.18591806292533875 (0.2021891352646682) | > loss_disc_real_3: 0.15716217458248138 (0.20613671255979796) | > loss_disc_real_4: 0.18610413372516632 (0.20595686337262656) | > loss_disc_real_5: 0.23696361482143402 (0.20357590392522593) | > loss_0: 2.213670253753662 (2.2288153969885047) | > grad_norm_0: tensor(75.0705, device='cuda:0') (tensor(57.4979, device='cuda:0')) | > loss_gen: 2.7487733364105225 (2.7940243136898264) | > loss_kl: 2.1216094493865967 (2.124010402297478) | > loss_feat: 8.80955696105957 (8.488049941813214) | > loss_mel: 15.188443183898926 (15.032609793237654) | > loss_duration: 1.592900037765503 (1.5989670258969728) | > amp_scaler: 128.0 (128.4993498049414) | > loss_1: 30.46128273010254 (30.037661466858943) | > grad_norm_1: tensor(985.8904, device='cuda:0') (tensor(910.9966, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.9191 (0.9184334519935676) | > loader_time: 0.0117 (0.011448990074028735)  --> TIME: 2025-02-21 00:26:11 -- STEP: 819/924 -- GLOBAL_STEP: 168650 | > loss_disc: 2.2455646991729736 (2.2293999449819615) | > loss_disc_real_0: 0.11972914636135101 (0.1286526026161018) | > loss_disc_real_1: 0.20408259332180023 (0.18867322435018052) | > loss_disc_real_2: 0.2332833856344223 (0.20243529511458702) | > loss_disc_real_3: 0.16529245674610138 (0.2062711524293827) | > loss_disc_real_4: 0.17715145647525787 (0.205880099927986) | > loss_disc_real_5: 0.21056799590587616 (0.20383742460764948) | > loss_0: 2.2455646991729736 (2.2293999449819615) | > grad_norm_0: tensor(45.3317, device='cuda:0') (tensor(57.4805, device='cuda:0')) | > loss_gen: 2.7769010066986084 (2.79477507057935) | > loss_kl: 2.2134995460510254 (2.125267382797597) | > loss_feat: 8.212445259094238 (8.49628681781382) | > loss_mel: 15.344496726989746 (15.048796852866372) | > loss_duration: 1.6055816411972046 (1.5988716932152363) | > amp_scaler: 128.0 (128.46886446886438) | > loss_1: 30.152925491333008 (30.063997811304635) | > grad_norm_1: tensor(1147.0350, device='cuda:0') (tensor(913.3398, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.9176 (0.9180300506480009) | > loader_time: 0.0118 (0.011442915423885803)  --> TIME: 2025-02-21 00:26:57 -- STEP: 869/924 -- GLOBAL_STEP: 168700 | > loss_disc: 2.2695398330688477 (2.2303751749602823) | > loss_disc_real_0: 0.09811510890722275 (0.12885766915796953) | > loss_disc_real_1: 0.1541939228773117 (0.1886371762520699) | > loss_disc_real_2: 0.19613395631313324 (0.20253553189191492) | > loss_disc_real_3: 0.2342928946018219 (0.20644973532239913) | > loss_disc_real_4: 0.22263431549072266 (0.20593051180260633) | > loss_disc_real_5: 0.2696448862552643 (0.20379929570320418) | > loss_0: 2.2695398330688477 (2.2303751749602823) | > grad_norm_0: tensor(56.1468, device='cuda:0') (tensor(57.4728, device='cuda:0')) | > loss_gen: 2.6319682598114014 (2.7930609853413064) | > loss_kl: 2.1640963554382324 (2.125466829613798) | > loss_feat: 7.884859561920166 (8.49390125823377) | > loss_mel: 15.038666725158691 (15.051850118077391) | > loss_duration: 1.5814661979675293 (1.5989789641767707) | > amp_scaler: 128.0 (128.44188722669725) | > loss_1: 29.301057815551758 (30.063258161204594) | > grad_norm_1: tensor(1074.2455, device='cuda:0') (tensor(913.8027, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.9314 (0.9175310957966794) | > loader_time: 0.0146 (0.011454066418119893)  --> TIME: 2025-02-21 00:27:43 -- STEP: 919/924 -- GLOBAL_STEP: 168750 | > loss_disc: 2.433837890625 (2.228894026157521) | > loss_disc_real_0: 0.09577701985836029 (0.12899327196659152) | > loss_disc_real_1: 0.1914752572774887 (0.1884520610670789) | > loss_disc_real_2: 0.20364269614219666 (0.2024372032599298) | > loss_disc_real_3: 0.215081587433815 (0.206272011239718) | > loss_disc_real_4: 0.18894486129283905 (0.20574497339904496) | > loss_disc_real_5: 0.1852128505706787 (0.20351416530884123) | > loss_0: 2.433837890625 (2.228894026157521) | > grad_norm_0: tensor(27.7835, device='cuda:0') (tensor(57.5842, device='cuda:0')) | > loss_gen: 2.431777238845825 (2.7938450104004655) | > loss_kl: 2.1053619384765625 (2.128182656746827) | > loss_feat: 7.252624034881592 (8.497930511686306) | > loss_mel: 14.554547309875488 (15.057921923283525) | > loss_duration: 1.5892764329910278 (1.5986427023309617) | > amp_scaler: 128.0 (128.4178454842219) | > loss_1: 27.9335880279541 (30.076522804318365) | > grad_norm_1: tensor(734.3643, device='cuda:0') (tensor(917.5450, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.9094 (0.9169015209874597) | > loader_time: 0.0111 (0.011431972142531896)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2040889263153076 (2.2040889263153076) | > loss_disc_real_0: 0.08868144452571869 (0.08868144452571869) | > loss_disc_real_1: 0.1997760534286499 (0.1997760534286499) | > loss_disc_real_2: 0.20573313534259796 (0.20573313534259796) | > loss_disc_real_3: 0.2141837179660797 (0.2141837179660797) | > loss_disc_real_4: 0.21781319379806519 (0.21781319379806519) | > loss_disc_real_5: 0.19745950400829315 (0.19745950400829315) | > loss_0: 2.2040889263153076 (2.2040889263153076) | > loss_gen: 2.539081335067749 (2.539081335067749) | > loss_kl: 2.142932653427124 (2.142932653427124) | > loss_feat: 7.623802185058594 (7.623802185058594) | > loss_mel: 12.750505447387695 (12.750505447387695) | > loss_duration: 1.672194480895996 (1.672194480895996) | > loss_1: 26.728515625 (26.728515625)  --> STEP: 1 | > loss_disc: 2.137988805770874 (2.137988805770874) | > loss_disc_real_0: 0.0948791652917862 (0.0948791652917862) | > loss_disc_real_1: 0.1984221339225769 (0.1984221339225769) | > loss_disc_real_2: 0.2200288474559784 (0.2200288474559784) | > loss_disc_real_3: 0.22299747169017792 (0.22299747169017792) | > loss_disc_real_4: 0.18185463547706604 (0.18185463547706604) | > loss_disc_real_5: 0.18822333216667175 (0.18822333216667175) | > loss_0: 2.137988805770874 (2.137988805770874) | > loss_gen: 2.6877975463867188 (2.6877975463867188) | > loss_kl: 2.015132427215576 (2.015132427215576) | > loss_feat: 7.583534240722656 (7.583534240722656) | > loss_mel: 13.501015663146973 (13.501015663146973) | > loss_duration: 1.695705533027649 (1.695705533027649) | > loss_1: 27.483184814453125 (27.483184814453125)  --> STEP: 2 | > loss_disc: 2.168576717376709 (2.1532827615737915) | > loss_disc_real_0: 0.11328651756048203 (0.10408284142613411) | > loss_disc_real_1: 0.19880111515522003 (0.19861162453889847) | > loss_disc_real_2: 0.19892582297325134 (0.20947733521461487) | > loss_disc_real_3: 0.21380279958248138 (0.21840013563632965) | > loss_disc_real_4: 0.19954273104667664 (0.19069868326187134) | > loss_disc_real_5: 0.19076505303382874 (0.18949419260025024) | > loss_0: 2.168576717376709 (2.1532827615737915) | > loss_gen: 2.6536970138549805 (2.6707472801208496) | > loss_kl: 2.1133041381835938 (2.064218282699585) | > loss_feat: 8.117693901062012 (7.850614070892334) | > loss_mel: 14.256464958190918 (13.878740310668945) | > loss_duration: 1.5874747037887573 (1.6415901184082031) | > loss_1: 28.728633880615234 (28.10590934753418)  --> STEP: 3 | > loss_disc: 2.383261203765869 (2.229942242304484) | > loss_disc_real_0: 0.12539629638195038 (0.1111873264114062) | > loss_disc_real_1: 0.20476973056793213 (0.20066432654857635) | > loss_disc_real_2: 0.2065405398607254 (0.20849840342998505) | > loss_disc_real_3: 0.2389461100101471 (0.22524879376093546) | > loss_disc_real_4: 0.2271001636981964 (0.2028325100739797) | > loss_disc_real_5: 0.23815762996673584 (0.20571533838907877) | > loss_0: 2.383261203765869 (2.229942242304484) | > loss_gen: 2.4846510887145996 (2.608715216318766) | > loss_kl: 2.0196003913879395 (2.0493456522623696) | > loss_feat: 7.124249458312988 (7.608492533365886) | > loss_mel: 12.82325553894043 (13.526912053426107) | > loss_duration: 1.6617631912231445 (1.6483144760131836) | > loss_1: 26.113521575927734 (27.44178009033203)  --> STEP: 4 | > loss_disc: 2.3799004554748535 (2.2674317955970764) | > loss_disc_real_0: 0.11423681676387787 (0.11194969899952412) | > loss_disc_real_1: 0.20665307343006134 (0.2021615132689476) | > loss_disc_real_2: 0.22168496251106262 (0.21179504320025444) | > loss_disc_real_3: 0.2283424586057663 (0.22602220997214317) | > loss_disc_real_4: 0.23057842254638672 (0.20976898819208145) | > loss_disc_real_5: 0.23167796432971954 (0.21220599487423897) | > loss_0: 2.3799004554748535 (2.2674317955970764) | > loss_gen: 2.373120069503784 (2.5498164296150208) | > loss_kl: 1.9895293712615967 (2.0343915820121765) | > loss_feat: 6.264848232269287 (7.272581458091736) | > loss_mel: 10.958453178405762 (12.88479733467102) | > loss_duration: 1.7699193954467773 (1.678715705871582) | > loss_1: 23.35586929321289 (26.420302391052246)  --> STEP: 5 | > loss_disc: 2.1483583450317383 (2.2436171054840086) | > loss_disc_real_0: 0.08252031356096268 (0.10606382191181182) | > loss_disc_real_1: 0.23291155695915222 (0.20831152200698852) | > loss_disc_real_2: 0.243371844291687 (0.21811040341854096) | > loss_disc_real_3: 0.2297147512435913 (0.2267607182264328) | > loss_disc_real_4: 0.20838752388954163 (0.2094926953315735) | > loss_disc_real_5: 0.10427511483430862 (0.1906198188662529) | > loss_0: 2.1483583450317383 (2.2436171054840086) | > loss_gen: 2.626342296600342 (2.565121603012085) | > loss_kl: 1.9766874313354492 (2.022850751876831) | > loss_feat: 7.8984527587890625 (7.397755718231201) | > loss_mel: 15.542887687683105 (13.416415405273437) | > loss_duration: 1.5183449983596802 (1.6466415643692016) | > loss_1: 29.562715530395508 (27.0487850189209) --> EVAL PERFORMANCE | > avg_loader_time: 0.1525406837463379 (-0.004615497589111339) | > avg_loss_disc: 2.2436171054840086 (-0.12526812553405797) | > avg_loss_disc_real_0: 0.10606382191181182 (-0.007264935970306405) | > avg_loss_disc_real_1: 0.20831152200698852 (+0.01860182881355285) | > avg_loss_disc_real_2: 0.21811040341854096 (-0.01997348964214324) | > avg_loss_disc_real_3: 0.2267607182264328 (+0.0238523930311203) | > avg_loss_disc_real_4: 0.2094926953315735 (-0.03516636490821837) | > avg_loss_disc_real_5: 0.1906198188662529 (+0.02067852020263672) | > avg_loss_0: 2.2436171054840086 (-0.12526812553405797) | > avg_loss_gen: 2.565121603012085 (+0.3189672470092777) | > avg_loss_kl: 2.022850751876831 (+0.022337388992309748) | > avg_loss_feat: 7.397755718231201 (+0.2797468185424803) | > avg_loss_mel: 13.416415405273437 (+0.1778614044189446) | > avg_loss_duration: 1.6466415643692016 (+0.0048884630203247514) | > avg_loss_1: 27.0487850189209 (+0.803801345825196)  > EPOCH: 133/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 00:27:56)   --> TIME: 2025-02-21 00:28:41 -- STEP: 45/924 -- GLOBAL_STEP: 168800 | > loss_disc: 2.322129487991333 (2.234159183502197) | > loss_disc_real_0: 0.07805934548377991 (0.11907381009724405) | > loss_disc_real_1: 0.15881693363189697 (0.1909929354985555) | > loss_disc_real_2: 0.1754593402147293 (0.20388142234749265) | > loss_disc_real_3: 0.17605112493038177 (0.20663082599639893) | > loss_disc_real_4: 0.19519568979740143 (0.20959561069806418) | > loss_disc_real_5: 0.160264790058136 (0.20288222465250227) | > loss_0: 2.322129487991333 (2.234159183502197) | > grad_norm_0: tensor(45.0475, device='cuda:0') (tensor(53.0386, device='cuda:0')) | > loss_gen: 2.740429401397705 (2.764616351657444) | > loss_kl: 2.1690235137939453 (2.1377716037962173) | > loss_feat: 8.313529968261719 (8.367463800642224) | > loss_mel: 15.23481273651123 (14.9087338341607) | > loss_duration: 1.5764427185058594 (1.6002958165274725) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.034236907958984 (29.778881369696723) | > grad_norm_1: tensor(1010.7504, device='cuda:0') (tensor(933.8801, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.9475 (0.9265404648251003) | > loader_time: 0.0116 (0.011330403221978081)  --> TIME: 2025-02-21 00:29:28 -- STEP: 95/924 -- GLOBAL_STEP: 168850 | > loss_disc: 2.3151631355285645 (2.2471195747977797) | > loss_disc_real_0: 0.12239953130483627 (0.13031336284781755) | > loss_disc_real_1: 0.15586413443088531 (0.19037302622669625) | > loss_disc_real_2: 0.19600142538547516 (0.20246866486574475) | > loss_disc_real_3: 0.2278154045343399 (0.20834373470984008) | > loss_disc_real_4: 0.18456757068634033 (0.20795581513329556) | > loss_disc_real_5: 0.1838477998971939 (0.20311869978904723) | > loss_0: 2.3151631355285645 (2.2471195747977797) | > grad_norm_0: tensor(54.9556, device='cuda:0') (tensor(52.1743, device='cuda:0')) | > loss_gen: 2.524265766143799 (2.7577731609344482) | > loss_kl: 2.0594563484191895 (2.1186580118380096) | > loss_feat: 8.082408905029297 (8.3540434536181) | > loss_mel: 14.276268005371094 (14.996543904354699) | > loss_duration: 1.5832890272140503 (1.6000218014968068) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.525686264038086 (29.82704028079384) | > grad_norm_1: tensor(840.0525, device='cuda:0') (tensor(841.2642, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.8576 (0.9211716451142964) | > loader_time: 0.0091 (0.011207171490317898)  --> TIME: 2025-02-21 00:30:14 -- STEP: 145/924 -- GLOBAL_STEP: 168900 | > loss_disc: 2.396871566772461 (2.233900234617035) | > loss_disc_real_0: 0.1562519073486328 (0.1290228238650437) | > loss_disc_real_1: 0.2080780416727066 (0.18823581872315243) | > loss_disc_real_2: 0.20685000717639923 (0.20055680891563157) | > loss_disc_real_3: 0.20272591710090637 (0.20775596889956244) | > loss_disc_real_4: 0.19831696152687073 (0.20838951509574363) | > loss_disc_real_5: 0.19390496611595154 (0.2023194241112676) | > loss_0: 2.396871566772461 (2.233900234617035) | > grad_norm_0: tensor(70.7998, device='cuda:0') (tensor(54.2965, device='cuda:0')) | > loss_gen: 2.6742491722106934 (2.7819688977866335) | > loss_kl: 1.9591177701950073 (2.117525823362941) | > loss_feat: 7.764549732208252 (8.442879098037196) | > loss_mel: 13.66821002960205 (15.009139159630084) | > loss_duration: 1.5788037776947021 (1.5996726989746097) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.644929885864258 (29.951185673680797) | > grad_norm_1: tensor(890.0132, device='cuda:0') (tensor(868.4559, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.9192 (0.9175628497682768) | > loader_time: 0.0104 (0.011213202312074858)  --> TIME: 2025-02-21 00:31:01 -- STEP: 195/924 -- GLOBAL_STEP: 168950 | > loss_disc: 2.159745216369629 (2.234690693097237) | > loss_disc_real_0: 0.09925185889005661 (0.12748313460212485) | > loss_disc_real_1: 0.19251015782356262 (0.1885684458873211) | > loss_disc_real_2: 0.1719474494457245 (0.2018093617298665) | > loss_disc_real_3: 0.2029033899307251 (0.2083507550832553) | > loss_disc_real_4: 0.17757892608642578 (0.2083378363878299) | > loss_disc_real_5: 0.19300666451454163 (0.2025953629078009) | > loss_0: 2.159745216369629 (2.234690693097237) | > grad_norm_0: tensor(67.5185, device='cuda:0') (tensor(56.8317, device='cuda:0')) | > loss_gen: 2.7313039302825928 (2.7938211208734756) | > loss_kl: 2.1855804920196533 (2.1139391177739846) | > loss_feat: 8.759222030639648 (8.506432613959682) | > loss_mel: 15.376090049743652 (15.105813574179624) | > loss_duration: 1.6231327056884766 (1.5969182931459867) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.675329208374023 (30.116924716264773) | > grad_norm_1: tensor(1290.6381, device='cuda:0') (tensor(889.1577, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.9072 (0.9180180439582237) | > loader_time: 0.011 (0.011277343065310747)  --> TIME: 2025-02-21 00:31:47 -- STEP: 245/924 -- GLOBAL_STEP: 169000 | > loss_disc: 2.1503403186798096 (2.2344236948052236) | > loss_disc_real_0: 0.12766093015670776 (0.1276272892799912) | > loss_disc_real_1: 0.21100348234176636 (0.18896401433312165) | > loss_disc_real_2: 0.21244442462921143 (0.20224746873184132) | > loss_disc_real_3: 0.18540042638778687 (0.20779530795253054) | > loss_disc_real_4: 0.1637263149023056 (0.20764535969617415) | > loss_disc_real_5: 0.2286907583475113 (0.20221624818383427) | > loss_0: 2.1503403186798096 (2.2344236948052236) | > grad_norm_0: tensor(50.0287, device='cuda:0') (tensor(56.8183, device='cuda:0')) | > loss_gen: 2.8783464431762695 (2.7947814386718126) | > loss_kl: 2.309304714202881 (2.113525937528027) | > loss_feat: 8.206871032714844 (8.503180190495081) | > loss_mel: 14.259391784667969 (15.105308341979981) | > loss_duration: 1.636924386024475 (1.5987080097198487) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.29084014892578 (30.115503863899075) | > grad_norm_1: tensor(1300.7122, device='cuda:0') (tensor(892.1192, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.9398 (0.9183229465873874) | > loader_time: 0.0116 (0.011368068383664501) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_169000.pth  --> TIME: 2025-02-21 00:32:37 -- STEP: 295/924 -- GLOBAL_STEP: 169050 | > loss_disc: 2.127241849899292 (2.234659560252044) | > loss_disc_real_0: 0.10802222043275833 (0.12809580280366575) | > loss_disc_real_1: 0.16395390033721924 (0.18883874295121536) | > loss_disc_real_2: 0.1978873610496521 (0.20279951474424146) | > loss_disc_real_3: 0.20203477144241333 (0.20737977073354236) | > loss_disc_real_4: 0.19393648207187653 (0.2072783418126025) | > loss_disc_real_5: 0.1727709174156189 (0.20211458691095896) | > loss_0: 2.127241849899292 (2.234659560252044) | > grad_norm_0: tensor(52.0906, device='cuda:0') (tensor(57.2490, device='cuda:0')) | > loss_gen: 2.8176748752593994 (2.7883880809202046) | > loss_kl: 2.0244107246398926 (2.1124669285143844) | > loss_feat: 8.200843811035156 (8.459051741583876) | > loss_mel: 14.274516105651855 (15.047891186859648) | > loss_duration: 1.591951608657837 (1.5991712283279935) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.90939712524414 (30.006969128624867) | > grad_norm_1: tensor(1046.6630, device='cuda:0') (tensor(908.8237, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.9475 (0.9193097227710787) | > loader_time: 0.0114 (0.01139706757109044)  --> TIME: 2025-02-21 00:33:24 -- STEP: 345/924 -- GLOBAL_STEP: 169100 | > loss_disc: 2.219994306564331 (2.236028015440789) | > loss_disc_real_0: 0.12282247096300125 (0.12909589832027743) | > loss_disc_real_1: 0.1677251011133194 (0.18861580046190735) | > loss_disc_real_2: 0.20683951675891876 (0.20278101230877046) | > loss_disc_real_3: 0.2105937898159027 (0.2070897303197695) | > loss_disc_real_4: 0.1742059737443924 (0.20711037931234932) | > loss_disc_real_5: 0.22965356707572937 (0.2024372337952904) | > loss_0: 2.219994306564331 (2.236028015440789) | > grad_norm_0: tensor(49.5393, device='cuda:0') (tensor(57.3051, device='cuda:0')) | > loss_gen: 2.960339069366455 (2.7858169458914506) | > loss_kl: 2.4417057037353516 (2.1162765979766864) | > loss_feat: 9.086653709411621 (8.450252145960716) | > loss_mel: 16.69912338256836 (15.046025444804759) | > loss_duration: 1.626032829284668 (1.5992587504179578) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.8138542175293 (29.997629834603572) | > grad_norm_1: tensor(473.4413, device='cuda:0') (tensor(903.7137, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.9399 (0.9201506469560704) | > loader_time: 0.0115 (0.011384093243142837)  --> TIME: 2025-02-21 00:34:11 -- STEP: 395/924 -- GLOBAL_STEP: 169150 | > loss_disc: 2.1641969680786133 (2.235497445094436) | > loss_disc_real_0: 0.05974135920405388 (0.12904592869402484) | > loss_disc_real_1: 0.18346233665943146 (0.1889747095636175) | > loss_disc_real_2: 0.20614208281040192 (0.20263012421282042) | > loss_disc_real_3: 0.17770393192768097 (0.20670885583267937) | > loss_disc_real_4: 0.19314032793045044 (0.2070744887560228) | > loss_disc_real_5: 0.16795967519283295 (0.2028626069615159) | > loss_0: 2.1641969680786133 (2.235497445094436) | > grad_norm_0: tensor(75.8363, device='cuda:0') (tensor(57.3645, device='cuda:0')) | > loss_gen: 2.9610397815704346 (2.7825788775576834) | > loss_kl: 2.184236526489258 (2.1167400133760665) | > loss_feat: 8.89476203918457 (8.447359872166125) | > loss_mel: 16.528186798095703 (15.045422435712211) | > loss_duration: 1.5800706148147583 (1.5993469235263291) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.14829635620117 (29.99144805715054) | > grad_norm_1: tensor(921.3771, device='cuda:0') (tensor(899.2895, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.9395 (0.9199465003194687) | > loader_time: 0.0122 (0.011395879335041293)  --> TIME: 2025-02-21 00:34:57 -- STEP: 445/924 -- GLOBAL_STEP: 169200 | > loss_disc: 2.080855369567871 (2.2348757931355694) | > loss_disc_real_0: 0.10648631304502487 (0.13006765224625547) | > loss_disc_real_1: 0.14883942902088165 (0.18891513843214916) | > loss_disc_real_2: 0.17701636254787445 (0.20264514316333823) | > loss_disc_real_3: 0.2118198424577713 (0.20652132831262737) | > loss_disc_real_4: 0.18666191399097443 (0.20670880779121692) | > loss_disc_real_5: 0.19150784611701965 (0.20243805871250925) | > loss_0: 2.080855369567871 (2.2348757931355694) | > grad_norm_0: tensor(42.6037, device='cuda:0') (tensor(57.2152, device='cuda:0')) | > loss_gen: 3.0076615810394287 (2.783547287844541) | > loss_kl: 2.0606091022491455 (2.1187114428938103) | > loss_feat: 9.945951461791992 (8.452503476517936) | > loss_mel: 15.524853706359863 (15.034115626302997) | > loss_duration: 1.5676040649414062 (1.599006714445821) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.10668182373047 (29.987884478622608) | > grad_norm_1: tensor(1095.1660, device='cuda:0') (tensor(884.3860, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.9439 (0.9196884498167572) | > loader_time: 0.0114 (0.01140573480156031)  --> TIME: 2025-02-21 00:35:44 -- STEP: 495/924 -- GLOBAL_STEP: 169250 | > loss_disc: 2.2897732257843018 (2.233848776961818) | > loss_disc_real_0: 0.15383265912532806 (0.12944503591367693) | > loss_disc_real_1: 0.17801815271377563 (0.18897523130431323) | > loss_disc_real_2: 0.21924816071987152 (0.20259827020192395) | > loss_disc_real_3: 0.19180069863796234 (0.20665281499275054) | > loss_disc_real_4: 0.20716309547424316 (0.20679910878340396) | > loss_disc_real_5: 0.18359757959842682 (0.2021380990743637) | > loss_0: 2.2897732257843018 (2.233848776961818) | > grad_norm_0: tensor(73.6925, device='cuda:0') (tensor(57.0237, device='cuda:0')) | > loss_gen: 2.7668161392211914 (2.784846119447189) | > loss_kl: 1.956945776939392 (2.119245471135535) | > loss_feat: 8.776674270629883 (8.459856956173686) | > loss_mel: 15.117920875549316 (15.029909565472844) | > loss_duration: 1.6016008853912354 (1.5989979445332225) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.219955444335938 (29.992856008356267) | > grad_norm_1: tensor(1147.4677, device='cuda:0') (tensor(889.1989, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.863 (0.9194450050893455) | > loader_time: 0.0094 (0.011415447369970461)  --> TIME: 2025-02-21 00:36:31 -- STEP: 545/924 -- GLOBAL_STEP: 169300 | > loss_disc: 2.253872871398926 (2.2309235782798273) | > loss_disc_real_0: 0.09893149882555008 (0.12857018491133634) | > loss_disc_real_1: 0.18552197515964508 (0.18892574496225484) | > loss_disc_real_2: 0.19495169818401337 (0.20225518947347598) | > loss_disc_real_3: 0.16337861120700836 (0.20661374382469633) | > loss_disc_real_4: 0.15444116294384003 (0.20666399395793944) | > loss_disc_real_5: 0.17274941504001617 (0.20195226267390295) | > loss_0: 2.253872871398926 (2.2309235782798273) | > grad_norm_0: tensor(60.9517, device='cuda:0') (tensor(56.9659, device='cuda:0')) | > loss_gen: 2.6287388801574707 (2.786396751928767) | > loss_kl: 2.1123251914978027 (2.121586118925602) | > loss_feat: 8.69083023071289 (8.471245446336384) | > loss_mel: 15.0453462600708 (15.038442489204057) | > loss_duration: 1.549020528793335 (1.5990170082914716) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.026262283325195 (30.016687774658198) | > grad_norm_1: tensor(823.6350, device='cuda:0') (tensor(895.1536, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.8981 (0.919231591530896) | > loader_time: 0.0107 (0.011412322630576044)  --> TIME: 2025-02-21 00:37:17 -- STEP: 595/924 -- GLOBAL_STEP: 169350 | > loss_disc: 2.3506062030792236 (2.228898858422992) | > loss_disc_real_0: 0.21354076266288757 (0.12863762043729549) | > loss_disc_real_1: 0.18585489690303802 (0.18870049241711118) | > loss_disc_real_2: 0.2478591501712799 (0.2021031587564645) | > loss_disc_real_3: 0.21500235795974731 (0.20654777361064405) | > loss_disc_real_4: 0.2140112966299057 (0.20670106521173687) | > loss_disc_real_5: 0.247768834233284 (0.20149323013650264) | > loss_0: 2.3506062030792236 (2.228898858422992) | > grad_norm_0: tensor(72.0188, device='cuda:0') (tensor(57.2226, device='cuda:0')) | > loss_gen: 2.728545665740967 (2.7916739688200107) | > loss_kl: 1.9336134195327759 (2.121095849285607) | > loss_feat: 7.408321857452393 (8.47642504427614) | > loss_mel: 14.410239219665527 (15.016531670193713) | > loss_duration: 1.6312651634216309 (1.5987864396151368) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.11198616027832 (30.00451293752975) | > grad_norm_1: tensor(713.5126, device='cuda:0') (tensor(899.6588, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.912 (0.9190848939559039) | > loader_time: 0.0105 (0.011457352277611492)  --> TIME: 2025-02-21 00:38:04 -- STEP: 645/924 -- GLOBAL_STEP: 169400 | > loss_disc: 2.178623914718628 (2.2275686180868806) | > loss_disc_real_0: 0.06873487681150436 (0.1282686079830624) | > loss_disc_real_1: 0.22476622462272644 (0.18864359931890354) | > loss_disc_real_2: 0.16785456240177155 (0.20196389706097828) | > loss_disc_real_3: 0.18708880245685577 (0.20633273605228403) | > loss_disc_real_4: 0.2072213888168335 (0.2066288582807363) | > loss_disc_real_5: 0.16648784279823303 (0.20154762214930474) | > loss_0: 2.178623914718628 (2.2275686180868806) | > grad_norm_0: tensor(34.6913, device='cuda:0') (tensor(57.3695, device='cuda:0')) | > loss_gen: 2.9038918018341064 (2.793978587601536) | > loss_kl: 2.0882627964019775 (2.1180924058884623) | > loss_feat: 9.523969650268555 (8.488182693304022) | > loss_mel: 16.092199325561523 (15.031243685049605) | > loss_duration: 1.6308212280273438 (1.5987115202023998) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.23914337158203 (30.030208844916764) | > grad_norm_1: tensor(1064.1825, device='cuda:0') (tensor(906.1224, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.9096 (0.9195987036061841) | > loader_time: 0.0129 (0.01146358963130981)  --> TIME: 2025-02-21 00:38:51 -- STEP: 695/924 -- GLOBAL_STEP: 169450 | > loss_disc: 2.234463930130005 (2.2287299020684865) | > loss_disc_real_0: 0.14449022710323334 (0.12839023063508728) | > loss_disc_real_1: 0.1796441674232483 (0.18873304362348514) | > loss_disc_real_2: 0.2027137577533722 (0.2022027214225247) | > loss_disc_real_3: 0.18147827684879303 (0.20627624268154454) | > loss_disc_real_4: 0.17372068762779236 (0.20665308599420584) | > loss_disc_real_5: 0.19862379133701324 (0.20178055454501137) | > loss_0: 2.234463930130005 (2.2287299020684865) | > grad_norm_0: tensor(32.3364, device='cuda:0') (tensor(57.3831, device='cuda:0')) | > loss_gen: 2.8051414489746094 (2.793907769978476) | > loss_kl: 2.0795860290527344 (2.1159808549949606) | > loss_feat: 8.569415092468262 (8.489288116015976) | > loss_mel: 15.162224769592285 (15.024871673858422) | > loss_duration: 1.600031852722168 (1.5986848548161894) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.216400146484375 (30.0227332382751) | > grad_norm_1: tensor(458.7281, device='cuda:0') (tensor(905.0636, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.9221 (0.9195939050303946) | > loader_time: 0.0107 (0.0115031232079156)  --> TIME: 2025-02-21 00:39:38 -- STEP: 745/924 -- GLOBAL_STEP: 169500 | > loss_disc: 2.32192325592041 (2.227736071772222) | > loss_disc_real_0: 0.15920741856098175 (0.12821564041328126) | > loss_disc_real_1: 0.21938253939151764 (0.1887657571759) | > loss_disc_real_2: 0.1902853101491928 (0.20205205016888225) | > loss_disc_real_3: 0.21094657480716705 (0.2063777362540265) | > loss_disc_real_4: 0.18028360605239868 (0.20655120017144502) | > loss_disc_real_5: 0.22972051799297333 (0.20180977468922626) | > loss_0: 2.32192325592041 (2.227736071772222) | > grad_norm_0: tensor(41.8375, device='cuda:0') (tensor(57.5511, device='cuda:0')) | > loss_gen: 2.6580495834350586 (2.7978024191504383) | > loss_kl: 1.8796521425247192 (2.115705379383678) | > loss_feat: 7.193243503570557 (8.501437491218514) | > loss_mel: 13.654204368591309 (15.042535126449279) | > loss_duration: 1.6003608703613281 (1.5984010978033076) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.985511779785156 (30.05588146440135) | > grad_norm_1: tensor(773.2563, device='cuda:0') (tensor(908.2965, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.9276 (0.9197786952025139) | > loader_time: 0.0145 (0.011506277442778517)  --> TIME: 2025-02-21 00:40:24 -- STEP: 795/924 -- GLOBAL_STEP: 169550 | > loss_disc: 2.0505447387695312 (2.227227351050706) | > loss_disc_real_0: 0.048868365585803986 (0.12800599606063384) | > loss_disc_real_1: 0.18637140095233917 (0.18876304538369928) | > loss_disc_real_2: 0.2106924206018448 (0.20200854095647916) | > loss_disc_real_3: 0.18253737688064575 (0.2063581731146987) | > loss_disc_real_4: 0.18886157870292664 (0.2067160881915182) | > loss_disc_real_5: 0.19120897352695465 (0.20189639436748785) | > loss_0: 2.0505447387695312 (2.227227351050706) | > grad_norm_0: tensor(33.5014, device='cuda:0') (tensor(57.4832, device='cuda:0')) | > loss_gen: 3.007810354232788 (2.797754443366575) | > loss_kl: 2.280294179916382 (2.116648440241065) | > loss_feat: 9.607867240905762 (8.503230164485904) | > loss_mel: 16.0438175201416 (15.040951750413427) | > loss_duration: 1.5684752464294434 (1.5985733210665622) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.50826644897461 (30.057158075488587) | > grad_norm_1: tensor(1154.1180, device='cuda:0') (tensor(911.6766, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.9334 (0.9190122403438736) | > loader_time: 0.0116 (0.011488919887902602)  --> TIME: 2025-02-21 00:41:11 -- STEP: 845/924 -- GLOBAL_STEP: 169600 | > loss_disc: 2.211400032043457 (2.229030908212155) | > loss_disc_real_0: 0.10903561115264893 (0.1284462768430189) | > loss_disc_real_1: 0.1702452152967453 (0.1886784618599175) | > loss_disc_real_2: 0.1806613951921463 (0.20207243708111122) | > loss_disc_real_3: 0.19932959973812103 (0.20641431088983667) | > loss_disc_real_4: 0.20999549329280853 (0.2067947454353761) | > loss_disc_real_5: 0.19008444249629974 (0.20211009693568974) | > loss_0: 2.211400032043457 (2.229030908212155) | > grad_norm_0: tensor(53.0826, device='cuda:0') (tensor(57.5717, device='cuda:0')) | > loss_gen: 2.8490467071533203 (2.7978549141855655) | > loss_kl: 2.1652047634124756 (2.1173165561179443) | > loss_feat: 9.284502983093262 (8.510167825574701) | > loss_mel: 15.539200782775879 (15.060146428847453) | > loss_duration: 1.55527663230896 (1.5985643858034932) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.393232345581055 (30.08405007131001) | > grad_norm_1: tensor(1054.6365, device='cuda:0') (tensor(905.6957, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.9229 (0.9183832205258883) | > loader_time: 0.0119 (0.011480000738561506)  --> TIME: 2025-02-21 00:41:57 -- STEP: 895/924 -- GLOBAL_STEP: 169650 | > loss_disc: 2.10371732711792 (2.2286395272729127) | > loss_disc_real_0: 0.1250583678483963 (0.12838438937034696) | > loss_disc_real_1: 0.18503277003765106 (0.188725985162085) | > loss_disc_real_2: 0.2076113075017929 (0.20240120519805885) | > loss_disc_real_3: 0.2412283718585968 (0.20632530224389875) | > loss_disc_real_4: 0.23846445977687836 (0.20665381635700522) | > loss_disc_real_5: 0.26029330492019653 (0.20191536440862617) | > loss_0: 2.10371732711792 (2.2286395272729127) | > grad_norm_0: tensor(44.8024, device='cuda:0') (tensor(57.4510, device='cuda:0')) | > loss_gen: 3.0769591331481934 (2.799650494080018) | > loss_kl: 2.0291333198547363 (2.1169210748299534) | > loss_feat: 8.705366134643555 (8.522520817591491) | > loss_mel: 14.992838859558105 (15.083450144762434) | > loss_duration: 1.5898079872131348 (1.5986260351522006) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.39410400390625 (30.121168537246447) | > grad_norm_1: tensor(808.9097, device='cuda:0') (tensor(908.1736, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.8325 (0.9178245360624857) | > loader_time: 0.0088 (0.011492727055895928)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.584146738052368 (2.584146738052368) | > loss_disc_real_0: 0.17529019713401794 (0.17529019713401794) | > loss_disc_real_1: 0.1834593266248703 (0.1834593266248703) | > loss_disc_real_2: 0.24039700627326965 (0.24039700627326965) | > loss_disc_real_3: 0.24159331619739532 (0.24159331619739532) | > loss_disc_real_4: 0.23775126039981842 (0.23775126039981842) | > loss_disc_real_5: 0.2274070531129837 (0.2274070531129837) | > loss_0: 2.584146738052368 (2.584146738052368) | > loss_gen: 2.288496494293213 (2.288496494293213) | > loss_kl: 1.9271880388259888 (1.9271880388259888) | > loss_feat: 6.728593826293945 (6.728593826293945) | > loss_mel: 13.675777435302734 (13.675777435302734) | > loss_duration: 1.6697189807891846 (1.6697189807891846) | > loss_1: 26.28977394104004 (26.28977394104004)  --> STEP: 1 | > loss_disc: 2.4020614624023438 (2.4020614624023438) | > loss_disc_real_0: 0.17422668635845184 (0.17422668635845184) | > loss_disc_real_1: 0.18197013437747955 (0.18197013437747955) | > loss_disc_real_2: 0.2169131487607956 (0.2169131487607956) | > loss_disc_real_3: 0.237159863114357 (0.237159863114357) | > loss_disc_real_4: 0.22955457866191864 (0.22955457866191864) | > loss_disc_real_5: 0.19493737816810608 (0.19493737816810608) | > loss_0: 2.4020614624023438 (2.4020614624023438) | > loss_gen: 2.4896397590637207 (2.4896397590637207) | > loss_kl: 2.2383265495300293 (2.2383265495300293) | > loss_feat: 7.534633636474609 (7.534633636474609) | > loss_mel: 13.670917510986328 (13.670917510986328) | > loss_duration: 1.6987950801849365 (1.6987950801849365) | > loss_1: 27.632312774658203 (27.632312774658203)  --> STEP: 2 | > loss_disc: 2.3515188694000244 (2.376790165901184) | > loss_disc_real_0: 0.14309446513652802 (0.15866057574748993) | > loss_disc_real_1: 0.1664900928735733 (0.17423011362552643) | > loss_disc_real_2: 0.1892884224653244 (0.20310078561306) | > loss_disc_real_3: 0.24895289540290833 (0.24305637925863266) | > loss_disc_real_4: 0.20879176259040833 (0.21917317062616348) | > loss_disc_real_5: 0.19521115720272064 (0.19507426768541336) | > loss_0: 2.3515188694000244 (2.376790165901184) | > loss_gen: 2.4931814670562744 (2.4914106130599976) | > loss_kl: 1.8787956237792969 (2.058561086654663) | > loss_feat: 8.71733283996582 (8.125983238220215) | > loss_mel: 15.656790733337402 (14.663854122161865) | > loss_duration: 1.5889877080917358 (1.6438913941383362) | > loss_1: 30.335086822509766 (28.983699798583984)  --> STEP: 3 | > loss_disc: 2.391838312149048 (2.381806214650472) | > loss_disc_real_0: 0.16829578578472137 (0.16187231242656708) | > loss_disc_real_1: 0.16525158286094666 (0.17123727003733316) | > loss_disc_real_2: 0.2023308426141739 (0.20284413794676462) | > loss_disc_real_3: 0.21349908411502838 (0.2332039475440979) | > loss_disc_real_4: 0.23605859279632568 (0.22480164468288422) | > loss_disc_real_5: 0.22060608863830566 (0.20358487466971079) | > loss_0: 2.391838312149048 (2.381806214650472) | > loss_gen: 2.4536142349243164 (2.478811820348104) | > loss_kl: 2.044909715652466 (2.0540106296539307) | > loss_feat: 7.32742977142334 (7.859798749287923) | > loss_mel: 14.692861557006836 (14.67352326711019) | > loss_duration: 1.6709859371185303 (1.6529229084650676) | > loss_1: 28.189800262451172 (28.719066619873047)  --> STEP: 4 | > loss_disc: 2.559568405151367 (2.426246762275696) | > loss_disc_real_0: 0.16675125062465668 (0.16309204697608948) | > loss_disc_real_1: 0.16839520633220673 (0.17052675411105156) | > loss_disc_real_2: 0.2179097831249237 (0.2066105492413044) | > loss_disc_real_3: 0.26138800382614136 (0.24024996161460876) | > loss_disc_real_4: 0.25068750977516174 (0.2312731109559536) | > loss_disc_real_5: 0.23575523495674133 (0.21162746474146843) | > loss_0: 2.559568405151367 (2.426246762275696) | > loss_gen: 2.3280937671661377 (2.4411323070526123) | > loss_kl: 1.9555262327194214 (2.0293895304203033) | > loss_feat: 7.274084568023682 (7.713370203971863) | > loss_mel: 13.878191947937012 (14.474690437316895) | > loss_duration: 1.7814483642578125 (1.6850542724132538) | > loss_1: 27.21734619140625 (28.343636512756348)  --> STEP: 5 | > loss_disc: 2.261887550354004 (2.3933749198913574) | > loss_disc_real_0: 0.13935227692127228 (0.15834409296512603) | > loss_disc_real_1: 0.18098317086696625 (0.1726180374622345) | > loss_disc_real_2: 0.2023039162158966 (0.20574922263622283) | > loss_disc_real_3: 0.1559268832206726 (0.22338534593582154) | > loss_disc_real_4: 0.2115209549665451 (0.2273226797580719) | > loss_disc_real_5: 0.18570443987846375 (0.2064428597688675) | > loss_0: 2.261887550354004 (2.3933749198913574) | > loss_gen: 2.3673057556152344 (2.426366996765137) | > loss_kl: 2.436628580093384 (2.1108373403549194) | > loss_feat: 7.7881927490234375 (7.728334712982178) | > loss_mel: 14.208578109741211 (14.421467971801757) | > loss_duration: 1.5390987396240234 (1.6558631658554077) | > loss_1: 28.33980369567871 (28.34286994934082) --> EVAL PERFORMANCE | > avg_loader_time: 0.1577540397644043 (+0.005213356018066412) | > avg_loss_disc: 2.3933749198913574 (+0.1497578144073488) | > avg_loss_disc_real_0: 0.15834409296512603 (+0.0522802710533142) | > avg_loss_disc_real_1: 0.1726180374622345 (-0.03569348454475402) | > avg_loss_disc_real_2: 0.20574922263622283 (-0.012361180782318126) | > avg_loss_disc_real_3: 0.22338534593582154 (-0.003375372290611245) | > avg_loss_disc_real_4: 0.2273226797580719 (+0.017829984426498413) | > avg_loss_disc_real_5: 0.2064428597688675 (+0.015823040902614605) | > avg_loss_0: 2.3933749198913574 (+0.1497578144073488) | > avg_loss_gen: 2.426366996765137 (-0.13875460624694824) | > avg_loss_kl: 2.1108373403549194 (+0.08798658847808838) | > avg_loss_feat: 7.728334712982178 (+0.33057899475097674) | > avg_loss_mel: 14.421467971801757 (+1.0050525665283203) | > avg_loss_duration: 1.6558631658554077 (+0.009221601486206099) | > avg_loss_1: 28.34286994934082 (+1.2940849304199205)  > EPOCH: 134/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 00:42:32)   --> TIME: 2025-02-21 00:42:54 -- STEP: 21/924 -- GLOBAL_STEP: 169700 | > loss_disc: 2.469183921813965 (2.275768257322766) | > loss_disc_real_0: 0.14111755788326263 (0.14729304682640804) | > loss_disc_real_1: 0.18449285626411438 (0.196716131908553) | > loss_disc_real_2: 0.21446847915649414 (0.20421393570445834) | > loss_disc_real_3: 0.2081488072872162 (0.20888120503652663) | > loss_disc_real_4: 0.23284263908863068 (0.20977771069322312) | > loss_disc_real_5: 0.1699797809123993 (0.20127642509483157) | > loss_0: 2.469183921813965 (2.275768257322766) | > grad_norm_0: tensor(43.8264, device='cuda:0') (tensor(65.4577, device='cuda:0')) | > loss_gen: 2.2494254112243652 (2.7936314174107144) | > loss_kl: 2.2757787704467773 (2.1660506271180653) | > loss_feat: 6.541865348815918 (8.445819128127326) | > loss_mel: 13.035536766052246 (15.15279583703904) | > loss_duration: 1.6152863502502441 (1.5932323535283406) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.717891693115234 (30.151529221307662) | > grad_norm_1: tensor(574.8577, device='cuda:0') (tensor(914.9091, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.9502 (0.9211399668738955) | > loader_time: 0.0111 (0.010881809961228143)  --> TIME: 2025-02-21 00:43:41 -- STEP: 71/924 -- GLOBAL_STEP: 169750 | > loss_disc: 2.084597587585449 (2.2310417907338755) | > loss_disc_real_0: 0.08084423840045929 (0.13236070823081783) | > loss_disc_real_1: 0.18210791051387787 (0.18905237254122614) | > loss_disc_real_2: 0.2159349024295807 (0.1995915174484253) | > loss_disc_real_3: 0.18221381306648254 (0.20412192797996628) | > loss_disc_real_4: 0.1708216518163681 (0.20752275493783012) | > loss_disc_real_5: 0.18125870823860168 (0.2037712083735936) | > loss_0: 2.084597587585449 (2.2310417907338755) | > grad_norm_0: tensor(65.1250, device='cuda:0') (tensor(59.3738, device='cuda:0')) | > loss_gen: 2.889277219772339 (2.786754933881088) | > loss_kl: 2.1415319442749023 (2.1191413788728326) | > loss_feat: 8.745328903198242 (8.486047838775205) | > loss_mel: 15.73910903930664 (15.099495256450814) | > loss_duration: 1.607748031616211 (1.5995877746125342) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.12299346923828 (30.091026977753977) | > grad_norm_1: tensor(1377.5837, device='cuda:0') (tensor(917.9199, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.862 (0.9176335133297343) | > loader_time: 0.0116 (0.011189826777283574)  --> TIME: 2025-02-21 00:44:27 -- STEP: 121/924 -- GLOBAL_STEP: 169800 | > loss_disc: 2.2673022747039795 (2.2171513443150794) | > loss_disc_real_0: 0.0799625962972641 (0.12799956649541847) | > loss_disc_real_1: 0.1843542903661728 (0.1886738101559237) | > loss_disc_real_2: 0.20206451416015625 (0.19998198920045018) | > loss_disc_real_3: 0.2079203575849533 (0.2044276389455007) | > loss_disc_real_4: 0.22193489968776703 (0.20680018274252082) | > loss_disc_real_5: 0.18056680262088776 (0.20106967483177654) | > loss_0: 2.2673022747039795 (2.2171513443150794) | > grad_norm_0: tensor(43.0109, device='cuda:0') (tensor(58.6004, device='cuda:0')) | > loss_gen: 2.6124207973480225 (2.8003353343522255) | > loss_kl: 2.0144333839416504 (2.0877385267541437) | > loss_feat: 8.767346382141113 (8.546596200012965) | > loss_mel: 15.048483848571777 (15.053027625911492) | > loss_duration: 1.5900254249572754 (1.6001148667217286) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.032711029052734 (30.087812518285325) | > grad_norm_1: tensor(912.2083, device='cuda:0') (tensor(948.8077, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.9705 (0.9134479120743176) | > loader_time: 0.0117 (0.011320876681115016)  --> TIME: 2025-02-21 00:45:13 -- STEP: 171/924 -- GLOBAL_STEP: 169850 | > loss_disc: 2.127148151397705 (2.2122493166672554) | > loss_disc_real_0: 0.07733859866857529 (0.12615562814195241) | > loss_disc_real_1: 0.15023764967918396 (0.18833627320869625) | > loss_disc_real_2: 0.20441751182079315 (0.199735322280934) | > loss_disc_real_3: 0.23235034942626953 (0.20474410396918916) | > loss_disc_real_4: 0.1805364340543747 (0.20620692072556032) | > loss_disc_real_5: 0.2300889492034912 (0.20137515969095166) | > loss_0: 2.127148151397705 (2.2122493166672554) | > grad_norm_0: tensor(27.7666, device='cuda:0') (tensor(59.4603, device='cuda:0')) | > loss_gen: 2.896289348602295 (2.8039023151174636) | > loss_kl: 2.2245194911956787 (2.0991967233300914) | > loss_feat: 9.118280410766602 (8.561142731828305) | > loss_mel: 15.608935356140137 (15.073545244004992) | > loss_duration: 1.5690484046936035 (1.5997825874919782) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.41707420349121 (30.137569561339262) | > grad_norm_1: tensor(997.9660, device='cuda:0') (tensor(964.8006, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.9066 (0.9134851854447036) | > loader_time: 0.0129 (0.011352769115514917)  --> TIME: 2025-02-21 00:46:00 -- STEP: 221/924 -- GLOBAL_STEP: 169900 | > loss_disc: 2.3165714740753174 (2.2212406553294337) | > loss_disc_real_0: 0.25620242953300476 (0.12926264958481445) | > loss_disc_real_1: 0.19852511584758759 (0.1891937510729915) | > loss_disc_real_2: 0.2374705672264099 (0.20073465025263135) | > loss_disc_real_3: 0.19174522161483765 (0.20525870677842273) | > loss_disc_real_4: 0.22547213733196259 (0.20633215932554788) | > loss_disc_real_5: 0.27964410185813904 (0.20176199280838075) | > loss_0: 2.3165714740753174 (2.2212406553294337) | > grad_norm_0: tensor(94.0738, device='cuda:0') (tensor(59.5050, device='cuda:0')) | > loss_gen: 2.8721413612365723 (2.804413366101987) | > loss_kl: 2.0673828125 (2.108815120356116) | > loss_feat: 8.411798477172852 (8.517296219303605) | > loss_mel: 14.657986640930176 (15.019305876477272) | > loss_duration: 1.6894347667694092 (1.5996960892396817) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.69874382019043 (30.049526602973767) | > grad_norm_1: tensor(726.9854, device='cuda:0') (tensor(939.4836, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.9255 (0.9136229402878705) | > loader_time: 0.0147 (0.011420494830446541)  --> TIME: 2025-02-21 00:46:47 -- STEP: 271/924 -- GLOBAL_STEP: 169950 | > loss_disc: 2.298637866973877 (2.2268365687549783) | > loss_disc_real_0: 0.13937360048294067 (0.1305744361091144) | > loss_disc_real_1: 0.1922697126865387 (0.1892923130980277) | > loss_disc_real_2: 0.1884913146495819 (0.20117673926687768) | > loss_disc_real_3: 0.20531652867794037 (0.20537169926500848) | > loss_disc_real_4: 0.18799090385437012 (0.20636688535723738) | > loss_disc_real_5: 0.19473162293434143 (0.20219827226167228) | > loss_0: 2.298637866973877 (2.2268365687549783) | > grad_norm_0: tensor(31.4892, device='cuda:0') (tensor(57.4706, device='cuda:0')) | > loss_gen: 2.6130988597869873 (2.792580825376336) | > loss_kl: 2.094693899154663 (2.109735598863272) | > loss_feat: 8.238289833068848 (8.482165966526615) | > loss_mel: 15.256052017211914 (14.991432710767233) | > loss_duration: 1.564794659614563 (1.6006549130506622) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.76692771911621 (29.97656991121074) | > grad_norm_1: tensor(797.7571, device='cuda:0') (tensor(907.7647, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.8744 (0.9152123382610587) | > loader_time: 0.0096 (0.011387997447784534)  --> TIME: 2025-02-21 00:47:33 -- STEP: 321/924 -- GLOBAL_STEP: 170000 | > loss_disc: 2.3127338886260986 (2.2290427202004897) | > loss_disc_real_0: 0.1732429713010788 (0.13074193094099792) | > loss_disc_real_1: 0.18663015961647034 (0.18973454192420033) | > loss_disc_real_2: 0.23512950539588928 (0.20138047849092156) | > loss_disc_real_3: 0.21271289885044098 (0.20536518630766046) | > loss_disc_real_4: 0.20807449519634247 (0.20636780708564034) | > loss_disc_real_5: 0.23705069720745087 (0.20241916188941195) | > loss_0: 2.3127338886260986 (2.2290427202004897) | > grad_norm_0: tensor(30.8962, device='cuda:0') (tensor(57.7530, device='cuda:0')) | > loss_gen: 2.771778106689453 (2.794242338970815) | > loss_kl: 2.071244716644287 (2.1157024396914217) | > loss_feat: 7.082430839538574 (8.471711381573552) | > loss_mel: 13.323230743408203 (14.994260817673348) | > loss_duration: 1.6358819007873535 (1.600071019472735) | > amp_scaler: 128.0 (131.9875389408099) | > loss_1: 26.884565353393555 (29.97598795430311) | > grad_norm_1: tensor(847.1365, device='cuda:0') (tensor(900.0801, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.9209 (0.915458840373149) | > loader_time: 0.0117 (0.011433884362194023) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_170000.pth  --> TIME: 2025-02-21 00:48:22 -- STEP: 371/924 -- GLOBAL_STEP: 170050 | > loss_disc: 2.225597381591797 (2.232934690871332) | > loss_disc_real_0: 0.09866948425769806 (0.13104175018131567) | > loss_disc_real_1: 0.20039670169353485 (0.1898661657886685) | > loss_disc_real_2: 0.21417751908302307 (0.2020205988315238) | > loss_disc_real_3: 0.17978644371032715 (0.20577485160525594) | > loss_disc_real_4: 0.23423688113689423 (0.2068554979932276) | > loss_disc_real_5: 0.23562592267990112 (0.20280194977383728) | > loss_0: 2.225597381591797 (2.232934690871332) | > grad_norm_0: tensor(43.4680, device='cuda:0') (tensor(56.8861, device='cuda:0')) | > loss_gen: 2.678140640258789 (2.789042606507993) | > loss_kl: 2.27939772605896 (2.121680202509839) | > loss_feat: 8.037969589233398 (8.452999014738767) | > loss_mel: 14.92866039276123 (14.979308549927252) | > loss_duration: 1.5875695943832397 (1.6007298141155608) | > amp_scaler: 128.0 (131.45013477088943) | > loss_1: 29.51173973083496 (29.943760154703558) | > grad_norm_1: tensor(947.3509, device='cuda:0') (tensor(899.1842, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.873 (0.9157384129547365) | > loader_time: 0.0102 (0.01139297896639677)  --> TIME: 2025-02-21 00:49:09 -- STEP: 421/924 -- GLOBAL_STEP: 170100 | > loss_disc: 2.244964122772217 (2.233577949983774) | > loss_disc_real_0: 0.17556890845298767 (0.13107684992625415) | > loss_disc_real_1: 0.15863096714019775 (0.18984715598071272) | > loss_disc_real_2: 0.19290047883987427 (0.20225528983350605) | > loss_disc_real_3: 0.19825996458530426 (0.20573031608537368) | > loss_disc_real_4: 0.22745686769485474 (0.20706838971079103) | > loss_disc_real_5: 0.21352995932102203 (0.20267176408665763) | > loss_0: 2.244964122772217 (2.233577949983774) | > grad_norm_0: tensor(66.7106, device='cuda:0') (tensor(56.8886, device='cuda:0')) | > loss_gen: 2.8572144508361816 (2.7882443210574626) | > loss_kl: 1.9044322967529297 (2.1208418098028394) | > loss_feat: 8.50696086883545 (8.44918741013263) | > loss_mel: 14.859559059143066 (14.96931127697725) | > loss_duration: 1.624618411064148 (1.6006452819230725) | > amp_scaler: 128.0 (131.04038004750583) | > loss_1: 29.752784729003906 (29.92823007271012) | > grad_norm_1: tensor(1106.5227, device='cuda:0') (tensor(901.9885, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.9212 (0.9157832722199499) | > loader_time: 0.013 (0.011411867911911913)  --> TIME: 2025-02-21 00:49:56 -- STEP: 471/924 -- GLOBAL_STEP: 170150 | > loss_disc: 2.3058948516845703 (2.232397827373188) | > loss_disc_real_0: 0.10474555194377899 (0.13045701699335352) | > loss_disc_real_1: 0.19760510325431824 (0.1899232444869485) | > loss_disc_real_2: 0.21729719638824463 (0.20204280794552684) | > loss_disc_real_3: 0.22634641826152802 (0.20583940650120913) | > loss_disc_real_4: 0.23201045393943787 (0.206918572512655) | > loss_disc_real_5: 0.2280901074409485 (0.2025219778472957) | > loss_0: 2.3058948516845703 (2.232397827373188) | > grad_norm_0: tensor(84.5297, device='cuda:0') (tensor(57.3387, device='cuda:0')) | > loss_gen: 2.821099042892456 (2.7897169422951476) | > loss_kl: 1.8479173183441162 (2.1192148875785257) | > loss_feat: 9.023015022277832 (8.449610767850464) | > loss_mel: 16.53461456298828 (14.98176069927823) | > loss_duration: 1.6112197637557983 (1.600842566753396) | > amp_scaler: 128.0 (130.71762208067932) | > loss_1: 31.837865829467773 (29.94114585439111) | > grad_norm_1: tensor(1250.9757, device='cuda:0') (tensor(913.4178, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.9298 (0.9158374822823104) | > loader_time: 0.012 (0.01142371485440847)  --> TIME: 2025-02-21 00:50:42 -- STEP: 521/924 -- GLOBAL_STEP: 170200 | > loss_disc: 2.1113524436950684 (2.2303065402494044) | > loss_disc_real_0: 0.1425507366657257 (0.12993924474904947) | > loss_disc_real_1: 0.2011461704969406 (0.18969515661017222) | > loss_disc_real_2: 0.2263689786195755 (0.20209051674364167) | > loss_disc_real_3: 0.20394976437091827 (0.20589192743607992) | > loss_disc_real_4: 0.20536594092845917 (0.20687641063258194) | > loss_disc_real_5: 0.21766780316829681 (0.20226083478520332) | > loss_0: 2.1113524436950684 (2.2303065402494044) | > grad_norm_0: tensor(60.5837, device='cuda:0') (tensor(57.5348, device='cuda:0')) | > loss_gen: 2.9036710262298584 (2.7943016009230073) | > loss_kl: 2.049388885498047 (2.116720197754495) | > loss_feat: 9.241419792175293 (8.473572207503961) | > loss_mel: 16.22922134399414 (15.014056006228397) | > loss_duration: 1.6049466133117676 (1.6010120695245933) | > amp_scaler: 128.0 (130.45681381957772) | > loss_1: 32.028648376464844 (29.99966207712946) | > grad_norm_1: tensor(1079.9785, device='cuda:0') (tensor(916.7931, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.917 (0.9164023614433126) | > loader_time: 0.0109 (0.011449585491773488)  --> TIME: 2025-02-21 00:51:29 -- STEP: 571/924 -- GLOBAL_STEP: 170250 | > loss_disc: 2.1406941413879395 (2.2292571067810045) | > loss_disc_real_0: 0.08311375975608826 (0.12952150076288466) | > loss_disc_real_1: 0.18162281811237335 (0.18963978576576648) | > loss_disc_real_2: 0.19686053693294525 (0.20233469489055017) | > loss_disc_real_3: 0.20334120094776154 (0.20568690118877356) | > loss_disc_real_4: 0.2136576771736145 (0.2068860579914888) | > loss_disc_real_5: 0.16040779650211334 (0.2020346839926915) | > loss_0: 2.1406941413879395 (2.2292571067810045) | > grad_norm_0: tensor(41.8334, device='cuda:0') (tensor(57.5889, device='cuda:0')) | > loss_gen: 2.7997350692749023 (2.792397752534695) | > loss_kl: 2.048584461212158 (2.1106153824701033) | > loss_feat: 9.105889320373535 (8.4699191971961) | > loss_mel: 15.184967041015625 (15.002131243303232) | > loss_duration: 1.6154340505599976 (1.601034205974506) | > amp_scaler: 128.0 (130.24168126094577) | > loss_1: 30.754610061645508 (29.97609777500667) | > grad_norm_1: tensor(948.1614, device='cuda:0') (tensor(923.2864, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.9117 (0.9164330412335233) | > loader_time: 0.0109 (0.011500184047451782)  --> TIME: 2025-02-21 00:52:16 -- STEP: 621/924 -- GLOBAL_STEP: 170300 | > loss_disc: 2.1667513847351074 (2.2282249272925427) | > loss_disc_real_0: 0.11478766053915024 (0.12963713463185866) | > loss_disc_real_1: 0.18260082602500916 (0.1894483957409667) | > loss_disc_real_2: 0.20426960289478302 (0.20232682961868595) | > loss_disc_real_3: 0.23008933663368225 (0.20549399565287446) | > loss_disc_real_4: 0.2373257279396057 (0.20676685382586546) | > loss_disc_real_5: 0.19812129437923431 (0.20182085337174302) | > loss_0: 2.1667513847351074 (2.2282249272925427) | > grad_norm_0: tensor(45.5117, device='cuda:0') (tensor(57.8706, device='cuda:0')) | > loss_gen: 2.902979850769043 (2.7968200143792585) | > loss_kl: 2.228637456893921 (2.113174048982768) | > loss_feat: 8.816557884216309 (8.48777424233356) | > loss_mel: 15.331155776977539 (15.01824601491292) | > loss_duration: 1.539668321609497 (1.6009929907686662) | > amp_scaler: 128.0 (130.06119162640906) | > loss_1: 30.819000244140625 (30.017007308689678) | > grad_norm_1: tensor(966.8696, device='cuda:0') (tensor(919.6915, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.9396 (0.9161184095146188) | > loader_time: 0.0122 (0.011502862168586954)  --> TIME: 2025-02-21 00:53:02 -- STEP: 671/924 -- GLOBAL_STEP: 170350 | > loss_disc: 2.24680757522583 (2.226844791328496) | > loss_disc_real_0: 0.05138678103685379 (0.12912534826869573) | > loss_disc_real_1: 0.14702598750591278 (0.18923197473481235) | > loss_disc_real_2: 0.1970234215259552 (0.20205291992417043) | > loss_disc_real_3: 0.20300251245498657 (0.205602518270339) | > loss_disc_real_4: 0.21722547709941864 (0.20671910946930566) | > loss_disc_real_5: 0.21465864777565002 (0.2017756923922128) | > loss_0: 2.24680757522583 (2.226844791328496) | > grad_norm_0: tensor(39.1248, device='cuda:0') (tensor(57.5524, device='cuda:0')) | > loss_gen: 2.8673925399780273 (2.796172640895701) | > loss_kl: 1.9422757625579834 (2.113426304965016) | > loss_feat: 8.809240341186523 (8.486276190256053) | > loss_mel: 16.575197219848633 (15.011378053758962) | > loss_duration: 1.5882692337036133 (1.6007299400122084) | > amp_scaler: 128.0 (129.90760059612523) | > loss_1: 31.78237533569336 (30.007983132375156) | > grad_norm_1: tensor(1070.6158, device='cuda:0') (tensor(923.7316, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.9349 (0.9158613052879819) | > loader_time: 0.012 (0.0115069145594908)  --> TIME: 2025-02-21 00:53:49 -- STEP: 721/924 -- GLOBAL_STEP: 170400 | > loss_disc: 2.3118653297424316 (2.226544699787926) | > loss_disc_real_0: 0.12193723767995834 (0.12871015039834494) | > loss_disc_real_1: 0.19219648838043213 (0.18931007658062965) | > loss_disc_real_2: 0.17702122032642365 (0.20218344156768558) | > loss_disc_real_3: 0.23507708311080933 (0.2055812313140017) | > loss_disc_real_4: 0.24608083069324493 (0.2066969683448087) | > loss_disc_real_5: 0.20425376296043396 (0.20171228069786226) | > loss_0: 2.3118653297424316 (2.226544699787926) | > grad_norm_0: tensor(37.2898, device='cuda:0') (tensor(57.1811, device='cuda:0')) | > loss_gen: 2.8566415309906006 (2.796723573118571) | > loss_kl: 2.172593832015991 (2.110899841901174) | > loss_feat: 8.032721519470215 (8.492814739930996) | > loss_mel: 14.299821853637695 (15.025287108348573) | > loss_duration: 1.5999696254730225 (1.6008403155740851) | > amp_scaler: 128.0 (129.77531206657414) | > loss_1: 28.961750030517578 (30.026565586148287) | > grad_norm_1: tensor(851.2316, device='cuda:0') (tensor(927.2922, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.8672 (0.9159209106566999) | > loader_time: 0.0101 (0.011509033248097149)  --> TIME: 2025-02-21 00:54:35 -- STEP: 771/924 -- GLOBAL_STEP: 170450 | > loss_disc: 2.1259188652038574 (2.2265415814754688) | > loss_disc_real_0: 0.05827987939119339 (0.12884630055569016) | > loss_disc_real_1: 0.1815178394317627 (0.18909576519763271) | > loss_disc_real_2: 0.2559340000152588 (0.20228447483903247) | > loss_disc_real_3: 0.21365347504615784 (0.20549519814251305) | > loss_disc_real_4: 0.20675097405910492 (0.20671404936820764) | > loss_disc_real_5: 0.16708937287330627 (0.2018060331678576) | > loss_0: 2.1259188652038574 (2.2265415814754688) | > grad_norm_0: tensor(58.1478, device='cuda:0') (tensor(57.2042, device='cuda:0')) | > loss_gen: 2.9496309757232666 (2.7961254858939713) | > loss_kl: 2.048830032348633 (2.1124940982279345) | > loss_feat: 8.525130271911621 (8.497659286172484) | > loss_mel: 14.545741081237793 (15.02663171028503) | > loss_duration: 1.651230812072754 (1.6010805966789157) | > amp_scaler: 128.0 (129.66018158236062) | > loss_1: 29.720561981201172 (30.033991171692133) | > grad_norm_1: tensor(1208.7975, device='cuda:0') (tensor(928.4420, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.9067 (0.9157094686411695) | > loader_time: 0.0115 (0.011509193675218072)  --> TIME: 2025-02-21 00:55:21 -- STEP: 821/924 -- GLOBAL_STEP: 170500 | > loss_disc: 2.2756052017211914 (2.2275110782281757) | > loss_disc_real_0: 0.16685329377651215 (0.12911848049161626) | > loss_disc_real_1: 0.17415785789489746 (0.18903978624529733) | > loss_disc_real_2: 0.1681283712387085 (0.2022653124799973) | > loss_disc_real_3: 0.20314723253250122 (0.20546969513654995) | > loss_disc_real_4: 0.16256660223007202 (0.20669441473251712) | > loss_disc_real_5: 0.2154763638973236 (0.20181366725031843) | > loss_0: 2.2756052017211914 (2.2275110782281757) | > grad_norm_0: tensor(49.1140, device='cuda:0') (tensor(57.2091, device='cuda:0')) | > loss_gen: 2.6045098304748535 (2.795227552302426) | > loss_kl: 2.249689817428589 (2.112239310424894) | > loss_feat: 7.61850643157959 (8.489931434719646) | > loss_mel: 13.773479461669922 (15.02382137888677) | > loss_duration: 1.5650415420532227 (1.600789866697193) | > amp_scaler: 128.0 (129.55907429963466) | > loss_1: 27.81122589111328 (30.02200951849209) | > grad_norm_1: tensor(663.8733, device='cuda:0') (tensor(924.3072, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.875 (0.9150797684793783) | > loader_time: 0.01 (0.011502913813062466)  --> TIME: 2025-02-21 00:56:08 -- STEP: 871/924 -- GLOBAL_STEP: 170550 | > loss_disc: 2.2632040977478027 (2.2271328970156894) | > loss_disc_real_0: 0.07361667603254318 (0.12912154306329343) | > loss_disc_real_1: 0.17797984182834625 (0.1889356526318429) | > loss_disc_real_2: 0.20605044066905975 (0.20236087603287095) | > loss_disc_real_3: 0.1799636334180832 (0.20540827543535678) | > loss_disc_real_4: 0.19459426403045654 (0.20657187152812176) | > loss_disc_real_5: 0.1629309207201004 (0.20198680516909787) | > loss_0: 2.2632040977478027 (2.2271328970156894) | > grad_norm_0: tensor(55.0714, device='cuda:0') (tensor(57.0967, device='cuda:0')) | > loss_gen: 2.7127437591552734 (2.7947873822857123) | > loss_kl: 2.0194621086120605 (2.113340168404393) | > loss_feat: 8.324743270874023 (8.486837519022703) | > loss_mel: 15.880717277526855 (15.01924130453992) | > loss_duration: 1.592334270477295 (1.6008747836615544) | > amp_scaler: 128.0 (129.4695752009185) | > loss_1: 30.530000686645508 (30.015081136289613) | > grad_norm_1: tensor(1021.1472, device='cuda:0') (tensor(927.0927, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.8772 (0.9150512954808264) | > loader_time: 0.01 (0.011489031919792508)  --> TIME: 2025-02-21 00:56:53 -- STEP: 921/924 -- GLOBAL_STEP: 170600 | > loss_disc: 2.2161033153533936 (2.227956024106757) | > loss_disc_real_0: 0.11479051411151886 (0.12979323797971484) | > loss_disc_real_1: 0.1813783496618271 (0.18897670840725192) | > loss_disc_real_2: 0.1967000961303711 (0.20231264344255784) | > loss_disc_real_3: 0.2500811815261841 (0.20550076207237053) | > loss_disc_real_4: 0.228093221783638 (0.20650741736223585) | > loss_disc_real_5: 0.2266443818807602 (0.2020131311703971) | > loss_0: 2.2161033153533936 (2.227956024106757) | > grad_norm_0: tensor(51.3273, device='cuda:0') (tensor(57.0393, device='cuda:0')) | > loss_gen: 2.7707302570343018 (2.7957914165513387) | > loss_kl: 2.0963101387023926 (2.114214324795854) | > loss_feat: 9.256954193115234 (8.495959335766218) | > loss_mel: 16.71604347229004 (15.047635309341544) | > loss_duration: 1.6459932327270508 (1.6008210488950003) | > amp_scaler: 128.0 (129.38979370249726) | > loss_1: 32.48603057861328 (30.05442141554643) | > grad_norm_1: tensor(963.9806, device='cuda:0') (tensor(914.7578, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.8738 (0.9141744521490005) | > loader_time: 0.0101 (0.011450106365025747)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2320404052734375 (2.2320404052734375) | > loss_disc_real_0: 0.14253003895282745 (0.14253003895282745) | > loss_disc_real_1: 0.22752133011817932 (0.22752133011817932) | > loss_disc_real_2: 0.1830967217683792 (0.1830967217683792) | > loss_disc_real_3: 0.17131836712360382 (0.17131836712360382) | > loss_disc_real_4: 0.18152616918087006 (0.18152616918087006) | > loss_disc_real_5: 0.18575890362262726 (0.18575890362262726) | > loss_0: 2.2320404052734375 (2.2320404052734375) | > loss_gen: 2.468245029449463 (2.468245029449463) | > loss_kl: 1.9686063528060913 (1.9686063528060913) | > loss_feat: 8.496280670166016 (8.496280670166016) | > loss_mel: 15.28073501586914 (15.28073501586914) | > loss_duration: 1.6827306747436523 (1.6827306747436523) | > loss_1: 29.896595001220703 (29.896595001220703)  --> STEP: 1 | > loss_disc: 2.3503687381744385 (2.3503687381744385) | > loss_disc_real_0: 0.16563282907009125 (0.16563282907009125) | > loss_disc_real_1: 0.2028479278087616 (0.2028479278087616) | > loss_disc_real_2: 0.19024792313575745 (0.19024792313575745) | > loss_disc_real_3: 0.1880699247121811 (0.1880699247121811) | > loss_disc_real_4: 0.20998775959014893 (0.20998775959014893) | > loss_disc_real_5: 0.23586753010749817 (0.23586753010749817) | > loss_0: 2.3503687381744385 (2.3503687381744385) | > loss_gen: 2.418374538421631 (2.418374538421631) | > loss_kl: 2.102407217025757 (2.102407217025757) | > loss_feat: 7.759239196777344 (7.759239196777344) | > loss_mel: 14.1632080078125 (14.1632080078125) | > loss_duration: 1.7036631107330322 (1.7036631107330322) | > loss_1: 28.146892547607422 (28.146892547607422)  --> STEP: 2 | > loss_disc: 2.4153194427490234 (2.382844090461731) | > loss_disc_real_0: 0.17447124421596527 (0.17005203664302826) | > loss_disc_real_1: 0.23322993516921997 (0.21803893148899078) | > loss_disc_real_2: 0.20143075287342072 (0.19583933800458908) | > loss_disc_real_3: 0.18668246269226074 (0.18737619370222092) | > loss_disc_real_4: 0.22858089208602905 (0.219284325838089) | > loss_disc_real_5: 0.23205527663230896 (0.23396140336990356) | > loss_0: 2.4153194427490234 (2.382844090461731) | > loss_gen: 2.506669044494629 (2.46252179145813) | > loss_kl: 2.063220977783203 (2.08281409740448) | > loss_feat: 7.622655391693115 (7.6909472942352295) | > loss_mel: 14.333202362060547 (14.248205184936523) | > loss_duration: 1.5662187337875366 (1.6349409222602844) | > loss_1: 28.091968536376953 (28.119430541992188)  --> STEP: 3 | > loss_disc: 2.4633474349975586 (2.4096785386403403) | > loss_disc_real_0: 0.25065645575523376 (0.19692017634709677) | > loss_disc_real_1: 0.2509501278400421 (0.22900933027267456) | > loss_disc_real_2: 0.18377162516117096 (0.19181676705678305) | > loss_disc_real_3: 0.20365628600120544 (0.19280289113521576) | > loss_disc_real_4: 0.21631580591201782 (0.21829481919606528) | > loss_disc_real_5: 0.19765253365039825 (0.22185844679673514) | > loss_0: 2.4633474349975586 (2.4096785386403403) | > loss_gen: 2.49216365814209 (2.4724024136861167) | > loss_kl: 2.09336519241333 (2.0863311290740967) | > loss_feat: 7.16682767868042 (7.51624075571696) | > loss_mel: 14.28471851348877 (14.26037629445394) | > loss_duration: 1.6661349534988403 (1.6453389326731365) | > loss_1: 27.703210830688477 (27.980690638224285)  --> STEP: 4 | > loss_disc: 2.3472228050231934 (2.3940646052360535) | > loss_disc_real_0: 0.13730500638484955 (0.18201638385653496) | > loss_disc_real_1: 0.24937833845615387 (0.2341015823185444) | > loss_disc_real_2: 0.22389641404151917 (0.19983667880296707) | > loss_disc_real_3: 0.19178730249404907 (0.1925489939749241) | > loss_disc_real_4: 0.22456160187721252 (0.21986151486635208) | > loss_disc_real_5: 0.18651258945465088 (0.21302198246121407) | > loss_0: 2.3472228050231934 (2.3940646052360535) | > loss_gen: 2.501969814300537 (2.4797942638397217) | > loss_kl: 1.76786208152771 (2.0067138671875) | > loss_feat: 7.706389904022217 (7.563778042793274) | > loss_mel: 13.985394477844238 (14.191630840301514) | > loss_duration: 1.7664012908935547 (1.675604522228241) | > loss_1: 27.728017807006836 (27.917522430419922)  --> STEP: 5 | > loss_disc: 2.1696736812591553 (2.349186420440674) | > loss_disc_real_0: 0.13894668221473694 (0.17340244352817535) | > loss_disc_real_1: 0.18269865214824677 (0.22382099628448487) | > loss_disc_real_2: 0.18126080930233002 (0.19612150490283967) | > loss_disc_real_3: 0.2244388461112976 (0.19892696440219879) | > loss_disc_real_4: 0.2151166945695877 (0.2189125508069992) | > loss_disc_real_5: 0.23744498193264008 (0.21790658235549926) | > loss_0: 2.1696736812591553 (2.349186420440674) | > loss_gen: 2.643176794052124 (2.512470769882202) | > loss_kl: 2.2642922401428223 (2.0582295417785645) | > loss_feat: 7.470667839050293 (7.545156002044678) | > loss_mel: 16.257261276245117 (14.604756927490234) | > loss_duration: 1.524894118309021 (1.645462441444397) | > loss_1: 30.160293579101562 (28.36607666015625) --> EVAL PERFORMANCE | > avg_loader_time: 0.15459599494934081 (-0.0031580448150634877) | > avg_loss_disc: 2.349186420440674 (-0.044188499450683594) | > avg_loss_disc_real_0: 0.17340244352817535 (+0.015058350563049328) | > avg_loss_disc_real_1: 0.22382099628448487 (+0.05120295882225037) | > avg_loss_disc_real_2: 0.19612150490283967 (-0.009627717733383168) | > avg_loss_disc_real_3: 0.19892696440219879 (-0.02445838153362276) | > avg_loss_disc_real_4: 0.2189125508069992 (-0.00841012895107271) | > avg_loss_disc_real_5: 0.21790658235549926 (+0.011463722586631753) | > avg_loss_0: 2.349186420440674 (-0.044188499450683594) | > avg_loss_gen: 2.512470769882202 (+0.08610377311706507) | > avg_loss_kl: 2.0582295417785645 (-0.05260779857635489) | > avg_loss_feat: 7.545156002044678 (-0.18317871093749982) | > avg_loss_mel: 14.604756927490234 (+0.18328895568847692) | > avg_loss_duration: 1.645462441444397 (-0.010400724411010698) | > avg_loss_1: 28.36607666015625 (+0.023206710815429688)  > EPOCH: 135/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 00:57:05)   --> TIME: 2025-02-21 00:57:50 -- STEP: 47/924 -- GLOBAL_STEP: 170650 | > loss_disc: 2.0815014839172363 (2.2446896979149358) | > loss_disc_real_0: 0.13310585916042328 (0.13671785402805248) | > loss_disc_real_1: 0.2246704250574112 (0.1937071037419299) | > loss_disc_real_2: 0.21994303166866302 (0.20263036768487158) | > loss_disc_real_3: 0.21704068779945374 (0.2066323053329549) | > loss_disc_real_4: 0.23702369630336761 (0.20774616871742493) | > loss_disc_real_5: 0.23171541094779968 (0.19973944508014838) | > loss_0: 2.0815014839172363 (2.2446896979149358) | > grad_norm_0: tensor(47.6610, device='cuda:0') (tensor(56.1581, device='cuda:0')) | > loss_gen: 3.1992852687835693 (2.7826722987154695) | > loss_kl: 2.055940628051758 (2.0956651936186117) | > loss_feat: 9.685975074768066 (8.303535258516357) | > loss_mel: 15.992860794067383 (14.86990123099469) | > loss_duration: 1.6104919910430908 (1.6047721949029476) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.544551849365234 (29.656546004275057) | > grad_norm_1: tensor(1099.9601, device='cuda:0') (tensor(951.9285, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.9014 (0.9114425182342529) | > loader_time: 0.0098 (0.010810907850874232)  --> TIME: 2025-02-21 00:58:37 -- STEP: 97/924 -- GLOBAL_STEP: 170700 | > loss_disc: 2.1806440353393555 (2.233711215638624) | > loss_disc_real_0: 0.1647181361913681 (0.1323975715978243) | > loss_disc_real_1: 0.18664634227752686 (0.19115690349303574) | > loss_disc_real_2: 0.21581928431987762 (0.20118211455566368) | > loss_disc_real_3: 0.2648938000202179 (0.20642219391680258) | > loss_disc_real_4: 0.18727843463420868 (0.20747820802570618) | > loss_disc_real_5: 0.2260279357433319 (0.19959797779309382) | > loss_0: 2.1806440353393555 (2.233711215638624) | > grad_norm_0: tensor(74.4895, device='cuda:0') (tensor(56.3465, device='cuda:0')) | > loss_gen: 3.144991159439087 (2.7929110379563165) | > loss_kl: 1.9627524614334106 (2.1027514049687324) | > loss_feat: 9.910645484924316 (8.410351920373666) | > loss_mel: 16.942947387695312 (15.056996778114554) | > loss_duration: 1.5985517501831055 (1.6026311756409322) | > amp_scaler: 64.0 (97.64948453608247) | > loss_1: 33.55988693237305 (29.965642181868407) | > grad_norm_1: tensor(1213.1060, device='cuda:0') (tensor(939.7307, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.9564 (0.9151957231698576) | > loader_time: 0.0113 (0.011197849647286012)  --> TIME: 2025-02-21 00:59:23 -- STEP: 147/924 -- GLOBAL_STEP: 170750 | > loss_disc: 2.147576332092285 (2.2379022228474525) | > loss_disc_real_0: 0.16225452721118927 (0.13447389632564824) | > loss_disc_real_1: 0.19627834856510162 (0.1909740999036906) | > loss_disc_real_2: 0.20899216830730438 (0.20163769675355375) | > loss_disc_real_3: 0.1811617761850357 (0.20614566912456433) | > loss_disc_real_4: 0.23543915152549744 (0.20743447369864199) | > loss_disc_real_5: 0.1712551712989807 (0.19963124353869433) | > loss_0: 2.147576332092285 (2.2379022228474525) | > grad_norm_0: tensor(77.2566, device='cuda:0') (tensor(54.6999, device='cuda:0')) | > loss_gen: 2.9201643466949463 (2.7835512712699217) | > loss_kl: 2.0835647583007812 (2.100681351155651) | > loss_feat: 9.231974601745605 (8.406851375995036) | > loss_mel: 15.723420143127441 (15.009255350852499) | > loss_duration: 1.624293565750122 (1.6029579752967476) | > amp_scaler: 64.0 (86.20408163265306) | > loss_1: 31.583417892456055 (29.903297307539958) | > grad_norm_1: tensor(1210.3455, device='cuda:0') (tensor(902.4294, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.8961 (0.9124674229394822) | > loader_time: 0.0099 (0.011275012476914594)  --> TIME: 2025-02-21 01:00:10 -- STEP: 197/924 -- GLOBAL_STEP: 170800 | > loss_disc: 2.0213122367858887 (2.231598215054739) | > loss_disc_real_0: 0.07315434515476227 (0.13204774392891658) | > loss_disc_real_1: 0.1711651235818863 (0.18998802789879338) | > loss_disc_real_2: 0.16114290058612823 (0.20144254059961) | > loss_disc_real_3: 0.18261846899986267 (0.20571570521986424) | > loss_disc_real_4: 0.17268958687782288 (0.20669178679812378) | > loss_disc_real_5: 0.15113425254821777 (0.20063327146968266) | > loss_0: 2.0213122367858887 (2.231598215054739) | > grad_norm_0: tensor(27.4365, device='cuda:0') (tensor(54.9922, device='cuda:0')) | > loss_gen: 2.9536776542663574 (2.78972382593881) | > loss_kl: 2.251054286956787 (2.1086263541642785) | > loss_feat: 9.560437202453613 (8.44534983126645) | > loss_mel: 16.210956573486328 (15.04242697100954) | > loss_duration: 1.630305528640747 (1.60011855055233) | > amp_scaler: 64.0 (80.56852791878168) | > loss_1: 32.60643005371094 (29.986245576500288) | > grad_norm_1: tensor(887.8667, device='cuda:0') (tensor(900.4238, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.9478 (0.9159304345319719) | > loader_time: 0.0114 (0.011207493428651452)  --> TIME: 2025-02-21 01:00:57 -- STEP: 247/924 -- GLOBAL_STEP: 170850 | > loss_disc: 2.2737197875976562 (2.238049847876976) | > loss_disc_real_0: 0.12796179950237274 (0.1316574945412426) | > loss_disc_real_1: 0.20552600920200348 (0.1906536359656678) | > loss_disc_real_2: 0.17433857917785645 (0.20275163704808424) | > loss_disc_real_3: 0.19393593072891235 (0.2060595259130725) | > loss_disc_real_4: 0.20311085879802704 (0.20715065976144814) | > loss_disc_real_5: 0.18920330703258514 (0.20125665790156316) | > loss_0: 2.2737197875976562 (2.238049847876976) | > grad_norm_0: tensor(49.3777, device='cuda:0') (tensor(55.0995, device='cuda:0')) | > loss_gen: 2.6742711067199707 (2.785334330338698) | > loss_kl: 1.9525601863861084 (2.110708914305034) | > loss_feat: 8.006939888000488 (8.443207402943603) | > loss_mel: 13.49948787689209 (15.094054901648146) | > loss_duration: 1.6106090545654297 (1.6014498549434342) | > amp_scaler: 64.0 (77.2145748987854) | > loss_1: 27.743867874145508 (30.0347554056268) | > grad_norm_1: tensor(956.5900, device='cuda:0') (tensor(885.8277, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.9181 (0.916518237426696) | > loader_time: 0.0118 (0.011238956258364534)  --> TIME: 2025-02-21 01:01:44 -- STEP: 297/924 -- GLOBAL_STEP: 170900 | > loss_disc: 2.290501117706299 (2.2343858091116737) | > loss_disc_real_0: 0.22057890892028809 (0.13115795697979263) | > loss_disc_real_1: 0.17992982268333435 (0.19081717654310096) | > loss_disc_real_2: 0.19464543461799622 (0.20280770470799023) | > loss_disc_real_3: 0.2299516350030899 (0.20576390207616568) | > loss_disc_real_4: 0.23005837202072144 (0.20698133447154202) | > loss_disc_real_5: 0.23521646857261658 (0.20042992601490994) | > loss_0: 2.290501117706299 (2.2343858091116737) | > grad_norm_0: tensor(109.7682, device='cuda:0') (tensor(55.4698, device='cuda:0')) | > loss_gen: 2.7932848930358887 (2.784882788706308) | > loss_kl: 2.160814046859741 (2.1095145904656607) | > loss_feat: 7.6390180587768555 (8.427737311482032) | > loss_mel: 15.165460586547852 (15.035226150795266) | > loss_duration: 1.5767710208892822 (1.6013611490878996) | > amp_scaler: 64.0 (74.98989898989898) | > loss_1: 29.335350036621094 (29.958722002177126) | > grad_norm_1: tensor(1002.6739, device='cuda:0') (tensor(898.0135, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.9317 (0.9159993041645393) | > loader_time: 0.0112 (0.011244404596913136)  --> TIME: 2025-02-21 01:02:31 -- STEP: 347/924 -- GLOBAL_STEP: 170950 | > loss_disc: 2.3469364643096924 (2.230105866616327) | > loss_disc_real_0: 0.17416363954544067 (0.12983973517541586) | > loss_disc_real_1: 0.24546784162521362 (0.1903964134217684) | > loss_disc_real_2: 0.20811450481414795 (0.20273089331577426) | > loss_disc_real_3: 0.25386834144592285 (0.20580417926957353) | > loss_disc_real_4: 0.2264968305826187 (0.20682084289854472) | > loss_disc_real_5: 0.22372101247310638 (0.20054548609497228) | > loss_0: 2.3469364643096924 (2.230105866616327) | > grad_norm_0: tensor(86.8641, device='cuda:0') (tensor(55.9078, device='cuda:0')) | > loss_gen: 2.6475887298583984 (2.788766979140577) | > loss_kl: 1.9460140466690063 (2.1173358506359334) | > loss_feat: 6.989200592041016 (8.444970382393612) | > loss_mel: 13.896827697753906 (15.036880545382541) | > loss_duration: 1.6106576919555664 (1.6014872308423262) | > amp_scaler: 64.0 (73.40634005763692) | > loss_1: 27.090290069580078 (29.989441022405707) | > grad_norm_1: tensor(1168.8728, device='cuda:0') (tensor(904.2991, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.9169 (0.9171202993530359) | > loader_time: 0.0097 (0.011307813248648076)  --> TIME: 2025-02-21 01:03:17 -- STEP: 397/924 -- GLOBAL_STEP: 171000 | > loss_disc: 2.1800928115844727 (2.2304678539785376) | > loss_disc_real_0: 0.13597914576530457 (0.13003502355452137) | > loss_disc_real_1: 0.18683938682079315 (0.1901867802932822) | > loss_disc_real_2: 0.19901031255722046 (0.2024952225781208) | > loss_disc_real_3: 0.1983802765607834 (0.2055825118529106) | > loss_disc_real_4: 0.18150345981121063 (0.20678631161862718) | > loss_disc_real_5: 0.17060057818889618 (0.20080926169826646) | > loss_0: 2.1800928115844727 (2.2304678539785376) | > grad_norm_0: tensor(90.4798, device='cuda:0') (tensor(55.7046, device='cuda:0')) | > loss_gen: 2.887665033340454 (2.7861212002540428) | > loss_kl: 2.172541618347168 (2.11427065137051) | > loss_feat: 8.782938003540039 (8.44609062617612) | > loss_mel: 15.995403289794922 (15.025774864465824) | > loss_duration: 1.5912162065505981 (1.6014253961049036) | > amp_scaler: 64.0 (72.22166246851397) | > loss_1: 31.429763793945312 (29.97368275428599) | > grad_norm_1: tensor(1301.2578, device='cuda:0') (tensor(905.2798, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.9147 (0.9171499209079692) | > loader_time: 0.0112 (0.011324314987028876) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_171000.pth  --> TIME: 2025-02-21 01:04:07 -- STEP: 447/924 -- GLOBAL_STEP: 171050 | > loss_disc: 2.3273401260375977 (2.230893738851184) | > loss_disc_real_0: 0.13150715827941895 (0.13062407662237768) | > loss_disc_real_1: 0.21840457618236542 (0.18987847751285683) | > loss_disc_real_2: 0.2042456865310669 (0.20216755678989745) | > loss_disc_real_3: 0.25432559847831726 (0.2060429611195387) | > loss_disc_real_4: 0.23261044919490814 (0.20680775788406397) | > loss_disc_real_5: 0.22431890666484833 (0.201271857324596) | > loss_0: 2.3273401260375977 (2.230893738851184) | > grad_norm_0: tensor(62.9252, device='cuda:0') (tensor(56.1008, device='cuda:0')) | > loss_gen: 2.7012906074523926 (2.78891186532825) | > loss_kl: 1.9990694522857666 (2.1144501173522885) | > loss_feat: 7.872118949890137 (8.45711825197975) | > loss_mel: 14.53768253326416 (15.038637549551808) | > loss_duration: 1.6120460033416748 (1.601027513243741) | > amp_scaler: 64.0 (71.30201342281889) | > loss_1: 28.722206115722656 (30.00014529558903) | > grad_norm_1: tensor(1152.2639, device='cuda:0') (tensor(912.2883, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.9405 (0.91804521142503) | > loader_time: 0.0107 (0.011332343888762813)  --> TIME: 2025-02-21 01:04:54 -- STEP: 497/924 -- GLOBAL_STEP: 171100 | > loss_disc: 2.231672763824463 (2.2298721643520794) | > loss_disc_real_0: 0.10985975712537766 (0.1302067082547684) | > loss_disc_real_1: 0.20593027770519257 (0.18975921209069574) | > loss_disc_real_2: 0.226014643907547 (0.20225598274821968) | > loss_disc_real_3: 0.206733837723732 (0.20574653061702697) | > loss_disc_real_4: 0.22517290711402893 (0.20673182153965625) | > loss_disc_real_5: 0.23064468801021576 (0.2012664507512356) | > loss_0: 2.231672763824463 (2.2298721643520794) | > grad_norm_0: tensor(58.5441, device='cuda:0') (tensor(56.2377, device='cuda:0')) | > loss_gen: 2.7975094318389893 (2.789499710743097) | > loss_kl: 2.297229766845703 (2.1143713491543403) | > loss_feat: 8.479293823242188 (8.470853211654262) | > loss_mel: 14.56648063659668 (15.055621068482427) | > loss_duration: 1.5421278476715088 (1.6005672482657478) | > amp_scaler: 64.0 (70.56740442655942) | > loss_1: 29.682641983032227 (30.030912579665003) | > grad_norm_1: tensor(1111.8724, device='cuda:0') (tensor(923.5427, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.8977 (0.9189678356201354) | > loader_time: 0.0101 (0.01137171520793462)  --> TIME: 2025-02-21 01:05:41 -- STEP: 547/924 -- GLOBAL_STEP: 171150 | > loss_disc: 2.1969871520996094 (2.2306577876019524) | > loss_disc_real_0: 0.13734455406665802 (0.13054538311154126) | > loss_disc_real_1: 0.1898469477891922 (0.18989155440160524) | > loss_disc_real_2: 0.19340327382087708 (0.20233338305784537) | > loss_disc_real_3: 0.19242100417613983 (0.2056092132271099) | > loss_disc_real_4: 0.18806307017803192 (0.20678865601746213) | > loss_disc_real_5: 0.19598594307899475 (0.2009844561762958) | > loss_0: 2.1969871520996094 (2.2306577876019524) | > grad_norm_0: tensor(49.2208, device='cuda:0') (tensor(56.4233, device='cuda:0')) | > loss_gen: 2.9059548377990723 (2.789311983467675) | > loss_kl: 2.0295329093933105 (2.112304748957071) | > loss_feat: 8.641801834106445 (8.46824091313308) | > loss_mel: 14.939688682556152 (15.05475475234567) | > loss_duration: 1.6092820167541504 (1.6009445458487135) | > amp_scaler: 64.0 (69.96709323583185) | > loss_1: 30.126258850097656 (30.02555690953675) | > grad_norm_1: tensor(992.5967, device='cuda:0') (tensor(925.1875, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.9335 (0.9187454750158667) | > loader_time: 0.0128 (0.011411482498894225)  --> TIME: 2025-02-21 01:06:27 -- STEP: 597/924 -- GLOBAL_STEP: 171200 | > loss_disc: 2.117428779602051 (2.229393563677916) | > loss_disc_real_0: 0.16822442412376404 (0.130291370478407) | > loss_disc_real_1: 0.1918686330318451 (0.18967033218798338) | > loss_disc_real_2: 0.2012612521648407 (0.20220091811676127) | > loss_disc_real_3: 0.1918683499097824 (0.2056430699038545) | > loss_disc_real_4: 0.23527555167675018 (0.20674765167424022) | > loss_disc_real_5: 0.20844751596450806 (0.20124393139951793) | > loss_0: 2.117428779602051 (2.229393563677916) | > grad_norm_0: tensor(61.2584, device='cuda:0') (tensor(56.2833, device='cuda:0')) | > loss_gen: 2.859694480895996 (2.7897271778515638) | > loss_kl: 2.114555597305298 (2.1103531884987317) | > loss_feat: 8.803163528442383 (8.46989162802896) | > loss_mel: 16.70950698852539 (15.040317977892494) | > loss_duration: 1.5687882900238037 (1.6004604642315325) | > amp_scaler: 64.0 (69.46733668341712) | > loss_1: 32.05570602416992 (30.010750423923408) | > grad_norm_1: tensor(437.2531, device='cuda:0') (tensor(923.1912, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.9365 (0.9186053779257001) | > loader_time: 0.0114 (0.011426989157595227)  --> TIME: 2025-02-21 01:07:14 -- STEP: 647/924 -- GLOBAL_STEP: 171250 | > loss_disc: 2.2884328365325928 (2.2288607884042966) | > loss_disc_real_0: 0.12391256541013718 (0.13047190266769282) | > loss_disc_real_1: 0.23212385177612305 (0.1896724682733118) | > loss_disc_real_2: 0.21829643845558167 (0.20223480923651183) | > loss_disc_real_3: 0.1987583041191101 (0.20555912255319597) | > loss_disc_real_4: 0.1992359310388565 (0.206532287335101) | > loss_disc_real_5: 0.2084602266550064 (0.20111511541757918) | > loss_0: 2.2884328365325928 (2.2288607884042966) | > grad_norm_0: tensor(65.8599, device='cuda:0') (tensor(56.6480, device='cuda:0')) | > loss_gen: 2.71142578125 (2.7915460418512517) | > loss_kl: 2.168210029602051 (2.107907551333558) | > loss_feat: 8.32789421081543 (8.471738272877712) | > loss_mel: 14.354681968688965 (15.037162920791177) | > loss_duration: 1.568913459777832 (1.6002162796268138) | > amp_scaler: 64.0 (69.04482225656879) | > loss_1: 29.131126403808594 (30.008571064638023) | > grad_norm_1: tensor(1006.9572, device='cuda:0') (tensor(923.2580, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.8973 (0.9186750556438745) | > loader_time: 0.0125 (0.011434727511044811)  --> TIME: 2025-02-21 01:08:01 -- STEP: 697/924 -- GLOBAL_STEP: 171300 | > loss_disc: 2.22289776802063 (2.229250620906287) | > loss_disc_real_0: 0.0861344113945961 (0.12977650554228012) | > loss_disc_real_1: 0.18030254542827606 (0.18965470929826528) | > loss_disc_real_2: 0.22150371968746185 (0.20230754604897172) | > loss_disc_real_3: 0.22166696190834045 (0.20561606055352746) | > loss_disc_real_4: 0.20595711469650269 (0.20668793799972945) | > loss_disc_real_5: 0.17838478088378906 (0.20126658273991754) | > loss_0: 2.22289776802063 (2.229250620906287) | > grad_norm_0: tensor(24.3179, device='cuda:0') (tensor(56.3543, device='cuda:0')) | > loss_gen: 2.856525182723999 (2.7919209981751423) | > loss_kl: 2.095226287841797 (2.106958460602559) | > loss_feat: 8.280579566955566 (8.473433805161946) | > loss_mel: 15.329553604125977 (15.036636664501392) | > loss_duration: 1.580847144126892 (1.600336937172341) | > amp_scaler: 64.0 (68.68292682926827) | > loss_1: 30.142732620239258 (30.009286869547118) | > grad_norm_1: tensor(977.6725, device='cuda:0') (tensor(923.5234, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.8691 (0.9188712939641396) | > loader_time: 0.0105 (0.011458040480976293)  --> TIME: 2025-02-21 01:08:48 -- STEP: 747/924 -- GLOBAL_STEP: 171350 | > loss_disc: 2.2193245887756348 (2.2307790407694004) | > loss_disc_real_0: 0.12832820415496826 (0.12985689028937955) | > loss_disc_real_1: 0.17769427597522736 (0.19012739416585875) | > loss_disc_real_2: 0.17736215889453888 (0.2023530034934342) | > loss_disc_real_3: 0.20261095464229584 (0.20555712725503378) | > loss_disc_real_4: 0.23200856149196625 (0.206647793431997) | > loss_disc_real_5: 0.19416631758213043 (0.20142665018677866) | > loss_0: 2.2193245887756348 (2.2307790407694004) | > grad_norm_0: tensor(64.4762, device='cuda:0') (tensor(56.3484, device='cuda:0')) | > loss_gen: 2.939455509185791 (2.7908166457052395) | > loss_kl: 2.0284829139709473 (2.1079840883512877) | > loss_feat: 8.944967269897461 (8.462169573169795) | > loss_mel: 15.621789932250977 (15.027388137347568) | > loss_duration: 1.6528524160385132 (1.6003893613815308) | > amp_scaler: 64.0 (68.36947791164661) | > loss_1: 31.18754768371582 (29.98874782526509) | > grad_norm_1: tensor(1130.2524, device='cuda:0') (tensor(924.2322, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.9415 (0.9199148842608592) | > loader_time: 0.0115 (0.011478253317326104)  --> TIME: 2025-02-21 01:09:35 -- STEP: 797/924 -- GLOBAL_STEP: 171400 | > loss_disc: 2.3602137565612793 (2.2314445018170024) | > loss_disc_real_0: 0.07226374745368958 (0.12992718800378839) | > loss_disc_real_1: 0.1990121454000473 (0.1901496122667153) | > loss_disc_real_2: 0.20625987648963928 (0.20239191447177832) | > loss_disc_real_3: 0.20743553340435028 (0.20576508206734842) | > loss_disc_real_4: 0.21760062873363495 (0.20662603133744847) | > loss_disc_real_5: 0.19213855266571045 (0.2014653587730197) | > loss_0: 2.3602137565612793 (2.2314445018170024) | > grad_norm_0: tensor(41.2956, device='cuda:0') (tensor(56.7187, device='cuda:0')) | > loss_gen: 2.5085742473602295 (2.7903248004362924) | > loss_kl: 2.1649057865142822 (2.106521579522258) | > loss_feat: 8.030350685119629 (8.458620792948908) | > loss_mel: 14.809391975402832 (15.020957750538212) | > loss_duration: 1.594955325126648 (1.6004722429488505) | > amp_scaler: 64.0 (68.0953575909661) | > loss_1: 29.108177185058594 (29.976897181052635) | > grad_norm_1: tensor(922.6948, device='cuda:0') (tensor(921.6201, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.902 (0.919410145566933) | > loader_time: 0.0112 (0.01148303060639308)  --> TIME: 2025-02-21 01:10:21 -- STEP: 847/924 -- GLOBAL_STEP: 171450 | > loss_disc: 2.2573182582855225 (2.2291737112272747) | > loss_disc_real_0: 0.18383283913135529 (0.12938115214917958) | > loss_disc_real_1: 0.17179085314273834 (0.18986176418793674) | > loss_disc_real_2: 0.2012607306241989 (0.2020299362882955) | > loss_disc_real_3: 0.25290292501449585 (0.20564432788767809) | > loss_disc_real_4: 0.22524048388004303 (0.2065447505735028) | > loss_disc_real_5: 0.2194593995809555 (0.20153652163224628) | > loss_0: 2.2573182582855225 (2.2291737112272747) | > grad_norm_0: tensor(82.6292, device='cuda:0') (tensor(56.9145, device='cuda:0')) | > loss_gen: 2.8837053775787354 (2.7918980659250687) | > loss_kl: 2.189218282699585 (2.1070145175758177) | > loss_feat: 7.611720561981201 (8.467625795880057) | > loss_mel: 15.138565063476562 (15.027801984316342) | > loss_duration: 1.5799570083618164 (1.6002644707207978) | > amp_scaler: 64.0 (67.85360094451002) | > loss_1: 29.40316390991211 (29.99460484933684) | > grad_norm_1: tensor(1128.6058, device='cuda:0') (tensor(924.2992, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.8547 (0.9187062690221431) | > loader_time: 0.0092 (0.01148513244484785)  --> TIME: 2025-02-21 01:11:07 -- STEP: 897/924 -- GLOBAL_STEP: 171500 | > loss_disc: 2.265821695327759 (2.2290869965866933) | > loss_disc_real_0: 0.1014970913529396 (0.12921370946726382) | > loss_disc_real_1: 0.19847063720226288 (0.1896937044800458) | > loss_disc_real_2: 0.21848741173744202 (0.20207518930552137) | > loss_disc_real_3: 0.21413488686084747 (0.2056924285763748) | > loss_disc_real_4: 0.20245037972927094 (0.2066036280547762) | > loss_disc_real_5: 0.2108541876077652 (0.20148221397546087) | > loss_0: 2.265821695327759 (2.2290869965866933) | > grad_norm_0: tensor(64.7157, device='cuda:0') (tensor(57.3057, device='cuda:0')) | > loss_gen: 2.711319923400879 (2.792781126804843) | > loss_kl: 1.9854847192764282 (2.1077610799168522) | > loss_feat: 8.47685432434082 (8.472586239992294) | > loss_mel: 14.66834545135498 (15.035140506399914) | > loss_duration: 1.6234476566314697 (1.600351092940323) | > amp_scaler: 64.0 (67.63879598662199) | > loss_1: 29.465450286865234 (30.00862006971004) | > grad_norm_1: tensor(1177.2461, device='cuda:0') (tensor(925.9880, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.8981 (0.9181411093559817) | > loader_time: 0.0105 (0.011482774879089828)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3828580379486084 (2.3828580379486084) | > loss_disc_real_0: 0.21126292645931244 (0.21126292645931244) | > loss_disc_real_1: 0.20511925220489502 (0.20511925220489502) | > loss_disc_real_2: 0.22153380513191223 (0.22153380513191223) | > loss_disc_real_3: 0.17903541028499603 (0.17903541028499603) | > loss_disc_real_4: 0.21375106275081635 (0.21375106275081635) | > loss_disc_real_5: 0.18371272087097168 (0.18371272087097168) | > loss_0: 2.3828580379486084 (2.3828580379486084) | > loss_gen: 2.527949810028076 (2.527949810028076) | > loss_kl: 2.040024518966675 (2.040024518966675) | > loss_feat: 7.534768581390381 (7.534768581390381) | > loss_mel: 14.324020385742188 (14.324020385742188) | > loss_duration: 1.6779663562774658 (1.6779663562774658) | > loss_1: 28.1047306060791 (28.1047306060791)  --> STEP: 1 | > loss_disc: 2.2965636253356934 (2.2965636253356934) | > loss_disc_real_0: 0.23551447689533234 (0.23551447689533234) | > loss_disc_real_1: 0.20577815175056458 (0.20577815175056458) | > loss_disc_real_2: 0.21655844151973724 (0.21655844151973724) | > loss_disc_real_3: 0.22139860689640045 (0.22139860689640045) | > loss_disc_real_4: 0.21296152472496033 (0.21296152472496033) | > loss_disc_real_5: 0.17867925763130188 (0.17867925763130188) | > loss_0: 2.2965636253356934 (2.2965636253356934) | > loss_gen: 2.801374673843384 (2.801374673843384) | > loss_kl: 1.9443360567092896 (1.9443360567092896) | > loss_feat: 8.419824600219727 (8.419824600219727) | > loss_mel: 14.803468704223633 (14.803468704223633) | > loss_duration: 1.694976806640625 (1.694976806640625) | > loss_1: 29.66398048400879 (29.66398048400879)  --> STEP: 2 | > loss_disc: 2.4673173427581787 (2.381940484046936) | > loss_disc_real_0: 0.2445875108242035 (0.2400509938597679) | > loss_disc_real_1: 0.2211950421333313 (0.21348659694194794) | > loss_disc_real_2: 0.21561942994594574 (0.2160889357328415) | > loss_disc_real_3: 0.2049914300441742 (0.21319501847028732) | > loss_disc_real_4: 0.22148841619491577 (0.21722497045993805) | > loss_disc_real_5: 0.2019546926021576 (0.19031697511672974) | > loss_0: 2.4673173427581787 (2.381940484046936) | > loss_gen: 2.517321825027466 (2.659348249435425) | > loss_kl: 2.155001163482666 (2.049668610095978) | > loss_feat: 7.619754791259766 (8.019789695739746) | > loss_mel: 13.316581726074219 (14.060025215148926) | > loss_duration: 1.5889341831207275 (1.6419554948806763) | > loss_1: 27.197593688964844 (28.430787086486816)  --> STEP: 3 | > loss_disc: 2.334388494491577 (2.3660898208618164) | > loss_disc_real_0: 0.25399863719940186 (0.24470020830631256) | > loss_disc_real_1: 0.20094874501228333 (0.20930731296539307) | > loss_disc_real_2: 0.2138044685125351 (0.21532744665940604) | > loss_disc_real_3: 0.1983410120010376 (0.20824368298053741) | > loss_disc_real_4: 0.2183152288198471 (0.21758838991324106) | > loss_disc_real_5: 0.20681998133659363 (0.1958179771900177) | > loss_0: 2.334388494491577 (2.3660898208618164) | > loss_gen: 2.706369161605835 (2.6750218868255615) | > loss_kl: 2.0022313594818115 (2.033856193224589) | > loss_feat: 7.898447513580322 (7.9793423016866045) | > loss_mel: 14.887999534606934 (14.336016654968262) | > loss_duration: 1.6696897745132446 (1.651200254758199) | > loss_1: 29.164735794067383 (28.67543665568034)  --> STEP: 4 | > loss_disc: 2.3997955322265625 (2.374516248703003) | > loss_disc_real_0: 0.23168163001537323 (0.24144556373357773) | > loss_disc_real_1: 0.21071608364582062 (0.20965950563549995) | > loss_disc_real_2: 0.212576761841774 (0.21463977545499802) | > loss_disc_real_3: 0.207957461476326 (0.20817212760448456) | > loss_disc_real_4: 0.2166110724210739 (0.21734406054019928) | > loss_disc_real_5: 0.1831992119550705 (0.1926632858812809) | > loss_0: 2.3997955322265625 (2.374516248703003) | > loss_gen: 2.5173532962799072 (2.635604739189148) | > loss_kl: 2.0125391483306885 (2.028526932001114) | > loss_feat: 7.07988977432251 (7.754479169845581) | > loss_mel: 13.485820770263672 (14.123467683792114) | > loss_duration: 1.756455421447754 (1.6775140464305878) | > loss_1: 26.85205841064453 (28.219592094421387)  --> STEP: 5 | > loss_disc: 2.2842931747436523 (2.356471633911133) | > loss_disc_real_0: 0.3394833207130432 (0.2610531151294708) | > loss_disc_real_1: 0.20872575044631958 (0.20947275459766387) | > loss_disc_real_2: 0.18169036507606506 (0.20804989337921143) | > loss_disc_real_3: 0.13611488044261932 (0.1937606781721115) | > loss_disc_real_4: 0.25119099020957947 (0.22411344647407533) | > loss_disc_real_5: 0.20794662833213806 (0.19571995437145234) | > loss_0: 2.2842931747436523 (2.356471633911133) | > loss_gen: 2.964108943939209 (2.7013055801391603) | > loss_kl: 2.105099678039551 (2.0438414812088013) | > loss_feat: 8.976901054382324 (7.99896354675293) | > loss_mel: 16.3509521484375 (14.568964576721191) | > loss_duration: 1.5412890911102295 (1.650269055366516) | > loss_1: 31.938350677490234 (28.963343811035156) --> EVAL PERFORMANCE | > avg_loader_time: 0.15383501052856446 (-0.0007609844207763505) | > avg_loss_disc: 2.356471633911133 (+0.007285213470459073) | > avg_loss_disc_real_0: 0.2610531151294708 (+0.08765067160129547) | > avg_loss_disc_real_1: 0.20947275459766387 (-0.014348241686821) | > avg_loss_disc_real_2: 0.20804989337921143 (+0.01192838847637176) | > avg_loss_disc_real_3: 0.1937606781721115 (-0.005166286230087275) | > avg_loss_disc_real_4: 0.22411344647407533 (+0.0052008956670761275) | > avg_loss_disc_real_5: 0.19571995437145234 (-0.022186627984046914) | > avg_loss_0: 2.356471633911133 (+0.007285213470459073) | > avg_loss_gen: 2.7013055801391603 (+0.18883481025695836) | > avg_loss_kl: 2.0438414812088013 (-0.014388060569763272) | > avg_loss_feat: 7.99896354675293 (+0.45380754470825213) | > avg_loss_mel: 14.568964576721191 (-0.03579235076904297) | > avg_loss_duration: 1.650269055366516 (+0.004806613922119007) | > avg_loss_1: 28.963343811035156 (+0.5972671508789062)  > EPOCH: 136/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 01:11:41)   --> TIME: 2025-02-21 01:12:04 -- STEP: 23/924 -- GLOBAL_STEP: 171550 | > loss_disc: 2.2542788982391357 (2.212911305220231) | > loss_disc_real_0: 0.12080850452184677 (0.11880223064318947) | > loss_disc_real_1: 0.22620345652103424 (0.18758127028527466) | > loss_disc_real_2: 0.20095276832580566 (0.19845111085020978) | > loss_disc_real_3: 0.20224261283874512 (0.20237524807453156) | > loss_disc_real_4: 0.22125576436519623 (0.2069464131541874) | > loss_disc_real_5: 0.19370269775390625 (0.20159239095190298) | > loss_0: 2.2542788982391357 (2.212911305220231) | > grad_norm_0: tensor(44.8555, device='cuda:0') (tensor(57.7160, device='cuda:0')) | > loss_gen: 2.8947036266326904 (2.8000630192134692) | > loss_kl: 2.008085250854492 (2.113794233488) | > loss_feat: 8.180985450744629 (8.489873595859695) | > loss_mel: 14.853066444396973 (14.980915442756984) | > loss_duration: 1.6100784540176392 (1.5965562488721765) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.546918869018555 (29.981202498726223) | > grad_norm_1: tensor(124.5237, device='cuda:0') (tensor(944.9928, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.8661 (0.9187881635582965) | > loader_time: 0.0086 (0.010903420655623726)  --> TIME: 2025-02-21 01:12:51 -- STEP: 73/924 -- GLOBAL_STEP: 171600 | > loss_disc: 2.0740103721618652 (2.223501153188209) | > loss_disc_real_0: 0.1840888261795044 (0.12441125864239588) | > loss_disc_real_1: 0.19954530894756317 (0.19023982792684477) | > loss_disc_real_2: 0.17933063209056854 (0.20284596840812735) | > loss_disc_real_3: 0.16031959652900696 (0.20466207702682443) | > loss_disc_real_4: 0.21988984942436218 (0.20548649846690975) | > loss_disc_real_5: 0.1586388200521469 (0.20220479022150173) | > loss_0: 2.0740103721618652 (2.223501153188209) | > grad_norm_0: tensor(95.4520, device='cuda:0') (tensor(61.7083, device='cuda:0')) | > loss_gen: 3.0746994018554688 (2.7978912444963857) | > loss_kl: 1.8941617012023926 (2.1260561175542345) | > loss_feat: 9.888209342956543 (8.459459846966887) | > loss_mel: 16.18708610534668 (15.013053502122016) | > loss_duration: 1.6284791231155396 (1.6039903539500822) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.672637939453125 (30.000451205527945) | > grad_norm_1: tensor(1313.3718, device='cuda:0') (tensor(986.4516, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.9204 (0.9234863144077666) | > loader_time: 0.0136 (0.011340461365164145)  --> TIME: 2025-02-21 01:13:38 -- STEP: 123/924 -- GLOBAL_STEP: 171650 | > loss_disc: 2.1924071311950684 (2.218659829318038) | > loss_disc_real_0: 0.10526677966117859 (0.12588500507115347) | > loss_disc_real_1: 0.18302063643932343 (0.18828933910141146) | > loss_disc_real_2: 0.18515317142009735 (0.2014529066599481) | > loss_disc_real_3: 0.24837647378444672 (0.2045201179457874) | > loss_disc_real_4: 0.20499102771282196 (0.20498964420663632) | > loss_disc_real_5: 0.1739475131034851 (0.20180013642563083) | > loss_0: 2.1924071311950684 (2.218659829318038) | > grad_norm_0: tensor(22.3442, device='cuda:0') (tensor(62.2677, device='cuda:0')) | > loss_gen: 2.8930797576904297 (2.8037054790713936) | > loss_kl: 2.04328989982605 (2.108196475641515) | > loss_feat: 8.890643119812012 (8.519939775389386) | > loss_mel: 16.394006729125977 (15.067001637404527) | > loss_duration: 1.548689365386963 (1.6008603417776461) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.76970863342285 (30.099703734483175) | > grad_norm_1: tensor(524.6031, device='cuda:0') (tensor(970.7441, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.898 (0.9187761768092954) | > loader_time: 0.0103 (0.011349848615444776)  --> TIME: 2025-02-21 01:14:25 -- STEP: 173/924 -- GLOBAL_STEP: 171700 | > loss_disc: 2.135565757751465 (2.2273496017290677) | > loss_disc_real_0: 0.07934022694826126 (0.12686488981967026) | > loss_disc_real_1: 0.20166224241256714 (0.18807050981962617) | > loss_disc_real_2: 0.2024790197610855 (0.2022889887838694) | > loss_disc_real_3: 0.18791277706623077 (0.20619164889602992) | > loss_disc_real_4: 0.1993267685174942 (0.2063437920774339) | > loss_disc_real_5: 0.18206602334976196 (0.20305916701438118) | > loss_0: 2.135565757751465 (2.2273496017290677) | > grad_norm_0: tensor(33.9882, device='cuda:0') (tensor(59.0776, device='cuda:0')) | > loss_gen: 2.8102688789367676 (2.794436569158743) | > loss_kl: 2.038567066192627 (2.1121788638175576) | > loss_feat: 8.494560241699219 (8.465835223997264) | > loss_mel: 14.148548126220703 (14.999882824848154) | > loss_duration: 1.5860718488693237 (1.6001224373117349) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.078014373779297 (29.972455846091915) | > grad_norm_1: tensor(979.4030, device='cuda:0') (tensor(980.3127, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.9 (0.9192075825840063) | > loader_time: 0.0101 (0.011383381882154875)  --> TIME: 2025-02-21 01:15:11 -- STEP: 223/924 -- GLOBAL_STEP: 171750 | > loss_disc: 2.361280918121338 (2.2353727202778986) | > loss_disc_real_0: 0.18303029239177704 (0.12872380903617153) | > loss_disc_real_1: 0.17823760211467743 (0.18828052643168672) | > loss_disc_real_2: 0.21224094927310944 (0.20359858703452907) | > loss_disc_real_3: 0.20427808165550232 (0.20644154636849202) | > loss_disc_real_4: 0.21983560919761658 (0.20667449274672525) | > loss_disc_real_5: 0.19059248268604279 (0.20247097707650058) | > loss_0: 2.361280918121338 (2.2353727202778986) | > grad_norm_0: tensor(65.5080, device='cuda:0') (tensor(57.9306, device='cuda:0')) | > loss_gen: 2.5585691928863525 (2.79203910677957) | > loss_kl: 2.3066837787628174 (2.119963702064992) | > loss_feat: 7.09314489364624 (8.467582518744365) | > loss_mel: 14.27758502960205 (15.038712274867857) | > loss_duration: 1.6162936687469482 (1.5999897975023551) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.852275848388672 (30.018287393544288) | > grad_norm_1: tensor(302.5121, device='cuda:0') (tensor(964.9993, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.8904 (0.9184138582426337) | > loader_time: 0.0101 (0.011440578597543487)  --> TIME: 2025-02-21 01:15:58 -- STEP: 273/924 -- GLOBAL_STEP: 171800 | > loss_disc: 2.349834442138672 (2.2423562230644656) | > loss_disc_real_0: 0.1648920625448227 (0.13021838853319925) | > loss_disc_real_1: 0.19645804166793823 (0.18937925361233318) | > loss_disc_real_2: 0.24899381399154663 (0.20419392606495929) | > loss_disc_real_3: 0.19185294210910797 (0.20643101370596623) | > loss_disc_real_4: 0.20682179927825928 (0.20696667988440062) | > loss_disc_real_5: 0.1716487556695938 (0.20316567176427602) | > loss_0: 2.349834442138672 (2.2423562230644656) | > grad_norm_0: tensor(68.9521, device='cuda:0') (tensor(58.7152, device='cuda:0')) | > loss_gen: 2.4965832233428955 (2.7835251752273513) | > loss_kl: 2.012679100036621 (2.123878903878039) | > loss_feat: 8.38996696472168 (8.432431715312024) | > loss_mel: 15.413177490234375 (15.014604316962945) | > loss_duration: 1.6353161334991455 (1.6005891893372868) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.947723388671875 (29.955029309450925) | > grad_norm_1: tensor(387.8384, device='cuda:0') (tensor(934.8219, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.907 (0.9166306314014253) | > loader_time: 0.0113 (0.011421559057829586)  --> TIME: 2025-02-21 01:16:44 -- STEP: 323/924 -- GLOBAL_STEP: 171850 | > loss_disc: 2.444695234298706 (2.246018323735926) | > loss_disc_real_0: 0.24631927907466888 (0.13261393473797917) | > loss_disc_real_1: 0.20546665787696838 (0.18928090466803438) | > loss_disc_real_2: 0.21469977498054504 (0.20385240433570384) | > loss_disc_real_3: 0.18439660966396332 (0.20636798898132963) | > loss_disc_real_4: 0.20833247900009155 (0.20667838547436454) | > loss_disc_real_5: 0.23853039741516113 (0.20399055586141712) | > loss_0: 2.444695234298706 (2.246018323735926) | > grad_norm_0: tensor(70.3649, device='cuda:0') (tensor(59.3070, device='cuda:0')) | > loss_gen: 2.5410048961639404 (2.7832311668632195) | > loss_kl: 2.107811450958252 (2.129590847174818) | > loss_feat: 6.824243068695068 (8.444558323721397) | > loss_mel: 11.960701942443848 (15.059069878545708) | > loss_duration: 1.6419727802276611 (1.6002503640880525) | > amp_scaler: 64.0 (64.0) | > loss_1: 25.075735092163086 (30.016700585191096) | > grad_norm_1: tensor(648.4285, device='cuda:0') (tensor(911.9632, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.9237 (0.9170390504063467) | > loader_time: 0.0116 (0.011533230081800343)  --> TIME: 2025-02-21 01:17:31 -- STEP: 373/924 -- GLOBAL_STEP: 171900 | > loss_disc: 2.198934316635132 (2.245676921775448) | > loss_disc_real_0: 0.09776318073272705 (0.13229855133005836) | > loss_disc_real_1: 0.17061293125152588 (0.18915964722952955) | > loss_disc_real_2: 0.22247225046157837 (0.20386057141319341) | > loss_disc_real_3: 0.21546584367752075 (0.20609680892794766) | > loss_disc_real_4: 0.21350178122520447 (0.20719877696388855) | > loss_disc_real_5: 0.1937941014766693 (0.20398270788205544) | > loss_0: 2.198934316635132 (2.245676921775448) | > grad_norm_0: tensor(44.6583, device='cuda:0') (tensor(58.3595, device='cuda:0')) | > loss_gen: 2.6260297298431396 (2.7805163559900845) | > loss_kl: 2.0663692951202393 (2.1335210455007254) | > loss_feat: 8.303423881530762 (8.450851347107665) | > loss_mel: 14.497579574584961 (15.085432216245431) | > loss_duration: 1.567061185836792 (1.6006760670736073) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.060462951660156 (30.050997005391057) | > grad_norm_1: tensor(1083.4674, device='cuda:0') (tensor(896.9830, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.8637 (0.9165759489299784) | > loader_time: 0.0094 (0.011540409067680635)  --> TIME: 2025-02-21 01:18:18 -- STEP: 423/924 -- GLOBAL_STEP: 171950 | > loss_disc: 2.2441835403442383 (2.2439371223427145) | > loss_disc_real_0: 0.15755142271518707 (0.13275228534114) | > loss_disc_real_1: 0.23920325934886932 (0.18929295798424567) | > loss_disc_real_2: 0.2301560640335083 (0.20365248046304585) | > loss_disc_real_3: 0.22457557916641235 (0.20568798535259059) | > loss_disc_real_4: 0.20822255313396454 (0.20709558814129939) | > loss_disc_real_5: 0.22036808729171753 (0.20396792339094996) | > loss_0: 2.2441835403442383 (2.2439371223427145) | > grad_norm_0: tensor(58.7340, device='cuda:0') (tensor(58.3958, device='cuda:0')) | > loss_gen: 2.828160285949707 (2.784427398203676) | > loss_kl: 2.0564911365509033 (2.129889232328878) | > loss_feat: 8.307058334350586 (8.458533455012256) | > loss_mel: 13.893610954284668 (15.089501238883809) | > loss_duration: 1.659779667854309 (1.6009944403988814) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.745100021362305 (30.063345726500167) | > grad_norm_1: tensor(702.0438, device='cuda:0') (tensor(905.0540, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.9044 (0.917795929221115) | > loader_time: 0.0108 (0.011556156419974983)  --> TIME: 2025-02-21 01:19:05 -- STEP: 473/924 -- GLOBAL_STEP: 172000 | > loss_disc: 2.335216522216797 (2.2429987580277193) | > loss_disc_real_0: 0.12319093197584152 (0.13134858183105955) | > loss_disc_real_1: 0.20531746745109558 (0.18914225659713177) | > loss_disc_real_2: 0.20733201503753662 (0.2033294892966368) | > loss_disc_real_3: 0.18086157739162445 (0.20574768618473796) | > loss_disc_real_4: 0.18907438218593597 (0.2070531012769986) | > loss_disc_real_5: 0.1935221403837204 (0.20449897681557863) | > loss_0: 2.335216522216797 (2.2429987580277193) | > grad_norm_0: tensor(30.9542, device='cuda:0') (tensor(58.0265, device='cuda:0')) | > loss_gen: 2.5813915729522705 (2.780820161545251) | > loss_kl: 2.1755385398864746 (2.130588806204764) | > loss_feat: 6.692061901092529 (8.4489757898746) | > loss_mel: 13.198509216308594 (15.073767272916959) | > loss_duration: 1.6114161014556885 (1.6011183881860456) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.2589168548584 (30.03527039654915) | > grad_norm_1: tensor(234.7021, device='cuda:0') (tensor(897.8999, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.9191 (0.9176671459609308) | > loader_time: 0.011 (0.011532165535408657) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_172000.pth  --> TIME: 2025-02-21 01:19:54 -- STEP: 523/924 -- GLOBAL_STEP: 172050 | > loss_disc: 2.329239845275879 (2.241906464441784) | > loss_disc_real_0: 0.25958311557769775 (0.13109308199860853) | > loss_disc_real_1: 0.1561817079782486 (0.1890886522558861) | > loss_disc_real_2: 0.22245337069034576 (0.2035742636278527) | > loss_disc_real_3: 0.19249701499938965 (0.2058907913660228) | > loss_disc_real_4: 0.20727363228797913 (0.20685721070543078) | > loss_disc_real_5: 0.22454485297203064 (0.20445306089138673) | > loss_0: 2.329239845275879 (2.241906464441784) | > grad_norm_0: tensor(120.4324, device='cuda:0') (tensor(57.9707, device='cuda:0')) | > loss_gen: 2.990499973297119 (2.782013401246663) | > loss_kl: 2.188728094100952 (2.128955888930515) | > loss_feat: 9.363492965698242 (8.451798173711131) | > loss_mel: 15.968450546264648 (15.064590754973956) | > loss_duration: 1.6301788091659546 (1.6013024767315867) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.14134979248047 (30.028660695821788) | > grad_norm_1: tensor(1142.3331, device='cuda:0') (tensor(904.2496, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.9232 (0.9178699011100637) | > loader_time: 0.0107 (0.011533378415080382)  --> TIME: 2025-02-21 01:20:41 -- STEP: 573/924 -- GLOBAL_STEP: 172100 | > loss_disc: 2.2079906463623047 (2.241039555110233) | > loss_disc_real_0: 0.12698204815387726 (0.13116321995542313) | > loss_disc_real_1: 0.20639224350452423 (0.18922808144833198) | > loss_disc_real_2: 0.17626497149467468 (0.20344001405838266) | > loss_disc_real_3: 0.18866382539272308 (0.20592518553891928) | > loss_disc_real_4: 0.18196064233779907 (0.20667978127797448) | > loss_disc_real_5: 0.209807351231575 (0.204131282931015) | > loss_0: 2.2079906463623047 (2.241039555110233) | > grad_norm_0: tensor(39.9005, device='cuda:0') (tensor(58.1303, device='cuda:0')) | > loss_gen: 2.7964131832122803 (2.785033005070312) | > loss_kl: 2.046257495880127 (2.126615737953318) | > loss_feat: 7.85816764831543 (8.457838196612988) | > loss_mel: 14.491887092590332 (15.071698941069332) | > loss_duration: 1.6190712451934814 (1.6010882527832375) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.811798095703125 (30.04227413224092) | > grad_norm_1: tensor(588.4289, device='cuda:0') (tensor(897.7646, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.9227 (0.9184165383716736) | > loader_time: 0.0115 (0.011536131770614971)  --> TIME: 2025-02-21 01:21:27 -- STEP: 623/924 -- GLOBAL_STEP: 172150 | > loss_disc: 2.445805788040161 (2.238431857256025) | > loss_disc_real_0: 0.12547481060028076 (0.1305164721275696) | > loss_disc_real_1: 0.19218553602695465 (0.18914924176891199) | > loss_disc_real_2: 0.21298925578594208 (0.20317105319871184) | > loss_disc_real_3: 0.21050599217414856 (0.20617802486565084) | > loss_disc_real_4: 0.20635826885700226 (0.20649149657539534) | > loss_disc_real_5: 0.24112184345722198 (0.20381827989703785) | > loss_0: 2.445805788040161 (2.238431857256025) | > grad_norm_0: tensor(45.1110, device='cuda:0') (tensor(58.0178, device='cuda:0')) | > loss_gen: 2.4198789596557617 (2.786854569448896) | > loss_kl: 2.1807475090026855 (2.1251373962644187) | > loss_feat: 8.040266990661621 (8.466424180454853) | > loss_mel: 14.714512825012207 (15.068789379554614) | > loss_duration: 1.609422206878662 (1.6007255962534075) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.96483039855957 (30.047931113939608) | > grad_norm_1: tensor(418.9262, device='cuda:0') (tensor(900.9334, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.8845 (0.9181861456477622) | > loader_time: 0.0102 (0.011539630292889388)  --> TIME: 2025-02-21 01:22:14 -- STEP: 673/924 -- GLOBAL_STEP: 172200 | > loss_disc: 2.4512290954589844 (2.237548571461907) | > loss_disc_real_0: 0.33665338158607483 (0.13056687199763875) | > loss_disc_real_1: 0.16271421313285828 (0.1890155124363183) | > loss_disc_real_2: 0.20751652121543884 (0.203215723871122) | > loss_disc_real_3: 0.1981375515460968 (0.20605365965199843) | > loss_disc_real_4: 0.2037619799375534 (0.20640538438025413) | > loss_disc_real_5: 0.19998154044151306 (0.20381413409029758) | > loss_0: 2.4512290954589844 (2.237548571461907) | > grad_norm_0: tensor(141.8478, device='cuda:0') (tensor(57.8748, device='cuda:0')) | > loss_gen: 2.7225422859191895 (2.788589761657487) | > loss_kl: 2.1426656246185303 (2.1288975082216046) | > loss_feat: 7.898576259613037 (8.484131157663924) | > loss_mel: 15.203770637512207 (15.093355348878948) | > loss_duration: 1.6070175170898438 (1.6003271213789383) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.57457160949707 (30.095300895498198) | > grad_norm_1: tensor(895.9565, device='cuda:0') (tensor(891.3024, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.8513 (0.9184814218603307) | > loader_time: 0.0089 (0.011547349714418042)  --> TIME: 2025-02-21 01:23:01 -- STEP: 723/924 -- GLOBAL_STEP: 172250 | > loss_disc: 2.2475085258483887 (2.23810291389212) | > loss_disc_real_0: 0.1551143229007721 (0.13070680862640438) | > loss_disc_real_1: 0.20217791199684143 (0.18923709105653883) | > loss_disc_real_2: 0.20137497782707214 (0.20320540501698753) | > loss_disc_real_3: 0.2073071300983429 (0.2060592882077557) | > loss_disc_real_4: 0.18086282908916473 (0.2063821824177337) | > loss_disc_real_5: 0.20912976562976837 (0.20395158429116145) | > loss_0: 2.2475085258483887 (2.23810291389212) | > grad_norm_0: tensor(70.0987, device='cuda:0') (tensor(57.1243, device='cuda:0')) | > loss_gen: 2.649683952331543 (2.787876503431283) | > loss_kl: 1.8059022426605225 (2.129431257439183) | > loss_feat: 8.091114044189453 (8.480694737836703) | > loss_mel: 14.63737678527832 (15.091806063513538) | > loss_duration: 1.5423256158828735 (1.600322125198764) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.726404190063477 (30.09013068593554) | > grad_norm_1: tensor(909.2306, device='cuda:0') (tensor(885.6132, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.9828 (0.9190630296124133) | > loader_time: 0.0146 (0.011554058162008574)  --> TIME: 2025-02-21 01:23:48 -- STEP: 773/924 -- GLOBAL_STEP: 172300 | > loss_disc: 2.1270360946655273 (2.234581502566515) | > loss_disc_real_0: 0.04541747272014618 (0.12986152122739356) | > loss_disc_real_1: 0.1847057044506073 (0.18894857702171972) | > loss_disc_real_2: 0.1747739613056183 (0.20296669291648028) | > loss_disc_real_3: 0.24746522307395935 (0.2060248624306908) | > loss_disc_real_4: 0.21421284973621368 (0.20627940618667998) | > loss_disc_real_5: 0.19143609702587128 (0.20363624746710035) | > loss_0: 2.1270360946655273 (2.234581502566515) | > grad_norm_0: tensor(63.5283, device='cuda:0') (tensor(56.9330, device='cuda:0')) | > loss_gen: 3.0477044582366943 (2.790157229595008) | > loss_kl: 2.030449151992798 (2.1286603798378905) | > loss_feat: 10.004630088806152 (8.488039039547665) | > loss_mel: 16.58079719543457 (15.087126823168678) | > loss_duration: 1.5959675312042236 (1.6006286790423363) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.25954818725586 (30.094612163528897) | > grad_norm_1: tensor(1271.1703, device='cuda:0') (tensor(893.7666, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.9265 (0.9188546585388974) | > loader_time: 0.0118 (0.011546402051562937)  --> TIME: 2025-02-21 01:24:34 -- STEP: 823/924 -- GLOBAL_STEP: 172350 | > loss_disc: 2.298607349395752 (2.235552562977821) | > loss_disc_real_0: 0.11723724007606506 (0.13030307476079464) | > loss_disc_real_1: 0.20903462171554565 (0.18887868150616038) | > loss_disc_real_2: 0.21021389961242676 (0.20310324325451443) | > loss_disc_real_3: 0.2066454440355301 (0.20609916770154027) | > loss_disc_real_4: 0.23647552728652954 (0.2062536617639143) | > loss_disc_real_5: 0.23226168751716614 (0.20377930080832726) | > loss_0: 2.298607349395752 (2.235552562977821) | > grad_norm_0: tensor(42.7855, device='cuda:0') (tensor(56.7018, device='cuda:0')) | > loss_gen: 2.6368606090545654 (2.7911610267286857) | > loss_kl: 2.0487139225006104 (2.129156313574036) | > loss_feat: 7.8212890625 (8.487292443851368) | > loss_mel: 14.342695236206055 (15.080757818998427) | > loss_duration: 1.5705950260162354 (1.6003099002061743) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.42015266418457 (30.088677507124725) | > grad_norm_1: tensor(989.9389, device='cuda:0') (tensor(886.5784, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.9162 (0.9179874274739374) | > loader_time: 0.0106 (0.01152713388602904)  --> TIME: 2025-02-21 01:25:21 -- STEP: 873/924 -- GLOBAL_STEP: 172400 | > loss_disc: 2.173424482345581 (2.234393746309399) | > loss_disc_real_0: 0.13022173941135406 (0.13002883040379262) | > loss_disc_real_1: 0.19565345346927643 (0.18880097076450428) | > loss_disc_real_2: 0.22135278582572937 (0.20305168469951737) | > loss_disc_real_3: 0.19448643922805786 (0.20615464534273387) | > loss_disc_real_4: 0.20178255438804626 (0.20617730021135366) | > loss_disc_real_5: 0.19757024943828583 (0.20359414264576825) | > loss_0: 2.173424482345581 (2.234393746309399) | > grad_norm_0: tensor(69.3722, device='cuda:0') (tensor(56.5517, device='cuda:0')) | > loss_gen: 2.8030447959899902 (2.7914938962200084) | > loss_kl: 2.0739400386810303 (2.1290632457667584) | > loss_feat: 8.365675926208496 (8.495251628268358) | > loss_mel: 14.08085823059082 (15.092754669888595) | > loss_duration: 1.604364037513733 (1.6005953841193015) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.92788314819336 (30.109158836006436) | > grad_norm_1: tensor(950.8890, device='cuda:0') (tensor(887.2368, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.9297 (0.9178201414875149) | > loader_time: 0.0117 (0.011518773617476802)  --> TIME: 2025-02-21 01:26:06 -- STEP: 923/924 -- GLOBAL_STEP: 172450 | > loss_disc: 2.1948487758636475 (2.2337122635102604) | > loss_disc_real_0: 0.15256883203983307 (0.13006046407917587) | > loss_disc_real_1: 0.19386018812656403 (0.18863396559673426) | > loss_disc_real_2: 0.20650963485240936 (0.2029599046106587) | > loss_disc_real_3: 0.21503396332263947 (0.20609341171102935) | > loss_disc_real_4: 0.2183428853750229 (0.20614408027634978) | > loss_disc_real_5: 0.23087754845619202 (0.20344479787259304) | > loss_0: 2.1948487758636475 (2.2337122635102604) | > grad_norm_0: tensor(72.2678, device='cuda:0') (tensor(56.7643, device='cuda:0')) | > loss_gen: 2.956120252609253 (2.793104508845284) | > loss_kl: 2.3067924976348877 (2.1304751630723113) | > loss_feat: 8.171380996704102 (8.503613111903064) | > loss_mel: 15.280255317687988 (15.107814926238385) | > loss_duration: 1.5997763872146606 (1.6003401949759544) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.3143253326416 (30.135347905680778) | > grad_norm_1: tensor(711.9631, device='cuda:0') (tensor(887.9191, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.8124 (0.9168634520579263) | > loader_time: 0.0079 (0.011494122760396604)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.306464672088623 (2.306464672088623) | > loss_disc_real_0: 0.12772530317306519 (0.12772530317306519) | > loss_disc_real_1: 0.2315414845943451 (0.2315414845943451) | > loss_disc_real_2: 0.23112662136554718 (0.23112662136554718) | > loss_disc_real_3: 0.2190057337284088 (0.2190057337284088) | > loss_disc_real_4: 0.25677502155303955 (0.25677502155303955) | > loss_disc_real_5: 0.22137045860290527 (0.22137045860290527) | > loss_0: 2.306464672088623 (2.306464672088623) | > loss_gen: 2.6098968982696533 (2.6098968982696533) | > loss_kl: 2.0143702030181885 (2.0143702030181885) | > loss_feat: 6.507316589355469 (6.507316589355469) | > loss_mel: 11.575899124145508 (11.575899124145508) | > loss_duration: 1.6742515563964844 (1.6742515563964844) | > loss_1: 24.38173484802246 (24.38173484802246)  --> STEP: 1 | > loss_disc: 2.2675955295562744 (2.2675955295562744) | > loss_disc_real_0: 0.1355600208044052 (0.1355600208044052) | > loss_disc_real_1: 0.21846555173397064 (0.21846555173397064) | > loss_disc_real_2: 0.23075862228870392 (0.23075862228870392) | > loss_disc_real_3: 0.22542975842952728 (0.22542975842952728) | > loss_disc_real_4: 0.23010966181755066 (0.23010966181755066) | > loss_disc_real_5: 0.22457551956176758 (0.22457551956176758) | > loss_0: 2.2675955295562744 (2.2675955295562744) | > loss_gen: 2.7090163230895996 (2.7090163230895996) | > loss_kl: 2.191908359527588 (2.191908359527588) | > loss_feat: 7.452572822570801 (7.452572822570801) | > loss_mel: 13.534852981567383 (13.534852981567383) | > loss_duration: 1.6704092025756836 (1.6704092025756836) | > loss_1: 27.558761596679688 (27.558761596679688)  --> STEP: 2 | > loss_disc: 2.221545934677124 (2.244570732116699) | > loss_disc_real_0: 0.09455131739377975 (0.11505566909909248) | > loss_disc_real_1: 0.22662797570228577 (0.2225467637181282) | > loss_disc_real_2: 0.24342815577983856 (0.23709338903427124) | > loss_disc_real_3: 0.23503178358078003 (0.23023077100515366) | > loss_disc_real_4: 0.28618139028549194 (0.2581455260515213) | > loss_disc_real_5: 0.24427850544452667 (0.23442701250314713) | > loss_0: 2.221545934677124 (2.244570732116699) | > loss_gen: 3.039055347442627 (2.8740358352661133) | > loss_kl: 2.30596923828125 (2.248938798904419) | > loss_feat: 8.880867958068848 (8.166720390319824) | > loss_mel: 14.57502555847168 (14.054939270019531) | > loss_duration: 1.5958727598190308 (1.6331409811973572) | > loss_1: 30.396791458129883 (28.977776527404785)  --> STEP: 3 | > loss_disc: 2.295729160308838 (2.2616235415140786) | > loss_disc_real_0: 0.1175834909081459 (0.11589827636877696) | > loss_disc_real_1: 0.236575186252594 (0.22722290456295013) | > loss_disc_real_2: 0.24738739430904388 (0.24052472412586212) | > loss_disc_real_3: 0.2469133585691452 (0.23579163352648416) | > loss_disc_real_4: 0.2475571185350418 (0.25461605687936145) | > loss_disc_real_5: 0.23127076029777527 (0.23337492843468985) | > loss_0: 2.295729160308838 (2.2616235415140786) | > loss_gen: 2.8253250122070312 (2.8577988942464194) | > loss_kl: 2.0853652954101562 (2.1944142977396646) | > loss_feat: 7.857135772705078 (8.063525517781576) | > loss_mel: 13.9592924118042 (14.023056983947754) | > loss_duration: 1.6694691181182861 (1.6452503601710002) | > loss_1: 28.396589279174805 (28.784047444661457)  --> STEP: 4 | > loss_disc: 2.2671988010406494 (2.2630173563957214) | > loss_disc_real_0: 0.0977211520075798 (0.11135399527847767) | > loss_disc_real_1: 0.23558573424816132 (0.22931361198425293) | > loss_disc_real_2: 0.25224339962005615 (0.24345439299941063) | > loss_disc_real_3: 0.24178080260753632 (0.2372889257967472) | > loss_disc_real_4: 0.2968171238899231 (0.2651663236320019) | > loss_disc_real_5: 0.2142917364835739 (0.22860413044691086) | > loss_0: 2.2671988010406494 (2.2630173563957214) | > loss_gen: 2.992565631866455 (2.8914905786514282) | > loss_kl: 2.1223464012145996 (2.1763973236083984) | > loss_feat: 8.756023406982422 (8.236649990081787) | > loss_mel: 15.007533073425293 (14.269176006317139) | > loss_duration: 1.7601826190948486 (1.6739834249019623) | > loss_1: 30.63865089416504 (29.247698307037354)  --> STEP: 5 | > loss_disc: 1.8981496095657349 (2.190043807029724) | > loss_disc_real_0: 0.08682900667190552 (0.10644899755716324) | > loss_disc_real_1: 0.18969984352588654 (0.22139085829257965) | > loss_disc_real_2: 0.17747177183628082 (0.23025786876678467) | > loss_disc_real_3: 0.20186547935009003 (0.23020423650741578) | > loss_disc_real_4: 0.21894139051437378 (0.25592133700847625) | > loss_disc_real_5: 0.15570168197155 (0.2140236407518387) | > loss_0: 1.8981496095657349 (2.190043807029724) | > loss_gen: 3.181257486343384 (2.9494439601898192) | > loss_kl: 1.9130101203918457 (2.123719882965088) | > loss_feat: 9.792214393615723 (8.547762870788574) | > loss_mel: 13.70517349243164 (14.156375503540039) | > loss_duration: 1.5770981311798096 (1.6546063661575316) | > loss_1: 30.16875457763672 (29.431909561157227) --> EVAL PERFORMANCE | > avg_loader_time: 0.15798416137695312 (+0.004149150848388655) | > avg_loss_disc: 2.190043807029724 (-0.16642782688140878) | > avg_loss_disc_real_0: 0.10644899755716324 (-0.15460411757230758) | > avg_loss_disc_real_1: 0.22139085829257965 (+0.011918103694915777) | > avg_loss_disc_real_2: 0.23025786876678467 (+0.022207975387573242) | > avg_loss_disc_real_3: 0.23020423650741578 (+0.03644355833530427) | > avg_loss_disc_real_4: 0.25592133700847625 (+0.03180789053440092) | > avg_loss_disc_real_5: 0.2140236407518387 (+0.018303686380386347) | > avg_loss_0: 2.190043807029724 (-0.16642782688140878) | > avg_loss_gen: 2.9494439601898192 (+0.2481383800506589) | > avg_loss_kl: 2.123719882965088 (+0.0798784017562868) | > avg_loss_feat: 8.547762870788574 (+0.5487993240356444) | > avg_loss_mel: 14.156375503540039 (-0.41258907318115234) | > avg_loss_duration: 1.6546063661575316 (+0.004337310791015625) | > avg_loss_1: 29.431909561157227 (+0.468565750122071)  > EPOCH: 137/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 01:26:17)   --> TIME: 2025-02-21 01:27:04 -- STEP: 49/924 -- GLOBAL_STEP: 172500 | > loss_disc: 2.31740140914917 (2.2441031105664306) | > loss_disc_real_0: 0.14335718750953674 (0.13213151191570324) | > loss_disc_real_1: 0.16884556412696838 (0.1909895177398409) | > loss_disc_real_2: 0.21897272765636444 (0.2009082752831128) | > loss_disc_real_3: 0.22917477786540985 (0.20277132702117062) | > loss_disc_real_4: 0.20409685373306274 (0.20647983952444426) | > loss_disc_real_5: 0.23145043849945068 (0.2060360762537742) | > loss_0: 2.31740140914917 (2.2441031105664306) | > grad_norm_0: tensor(34.6262, device='cuda:0') (tensor(48.4538, device='cuda:0')) | > loss_gen: 2.7334070205688477 (2.7491393429892406) | > loss_kl: 2.1318359375 (2.17602077065682) | > loss_feat: 7.448184013366699 (8.442082628911853) | > loss_mel: 12.606328964233398 (15.205683435712542) | > loss_duration: 1.6315433979034424 (1.6034150391208881) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.551298141479492 (30.176341231988403) | > grad_norm_1: tensor(856.5596, device='cuda:0') (tensor(804.3568, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.9303 (0.9163649082183838) | > loader_time: 0.0113 (0.0112550501920739)  --> TIME: 2025-02-21 01:27:51 -- STEP: 99/924 -- GLOBAL_STEP: 172550 | > loss_disc: 2.2334368228912354 (2.2352433036072084) | > loss_disc_real_0: 0.16372188925743103 (0.1288476537047613) | > loss_disc_real_1: 0.18155571818351746 (0.18970192141003075) | > loss_disc_real_2: 0.21215765178203583 (0.19957765379939416) | > loss_disc_real_3: 0.21199826896190643 (0.20525661652738397) | > loss_disc_real_4: 0.2237296998500824 (0.20815981472983505) | > loss_disc_real_5: 0.2137996405363083 (0.20560315070730267) | > loss_0: 2.2334368228912354 (2.2352433036072084) | > grad_norm_0: tensor(57.5783, device='cuda:0') (tensor(52.0721, device='cuda:0')) | > loss_gen: 2.850370407104492 (2.7714039340163734) | > loss_kl: 2.0270371437072754 (2.159400058515144) | > loss_feat: 8.989327430725098 (8.50487556361189) | > loss_mel: 15.17262077331543 (15.137726783752441) | > loss_duration: 1.5844380855560303 (1.601227968630165) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.623794555664062 (30.174634374753392) | > grad_norm_1: tensor(1176.2734, device='cuda:0') (tensor(901.1473, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.8254 (0.9144132329960062) | > loader_time: 0.0108 (0.011575922821507307)  --> TIME: 2025-02-21 01:28:37 -- STEP: 149/924 -- GLOBAL_STEP: 172600 | > loss_disc: 2.055269241333008 (2.2374535150975974) | > loss_disc_real_0: 0.08234330266714096 (0.12800860737494174) | > loss_disc_real_1: 0.18407191336154938 (0.1900231559204575) | > loss_disc_real_2: 0.18447113037109375 (0.20078048450034733) | > loss_disc_real_3: 0.21090373396873474 (0.20554299552568656) | > loss_disc_real_4: 0.21083933115005493 (0.20875448668563126) | > loss_disc_real_5: 0.24046814441680908 (0.20562970058229946) | > loss_0: 2.055269241333008 (2.2374535150975974) | > grad_norm_0: tensor(40.0688, device='cuda:0') (tensor(53.6164, device='cuda:0')) | > loss_gen: 3.027337074279785 (2.7705398741984526) | > loss_kl: 2.1422715187072754 (2.143311846976312) | > loss_feat: 9.24579906463623 (8.481552914485038) | > loss_mel: 15.513830184936523 (15.100840856564925) | > loss_duration: 1.5753337144851685 (1.6010558709202198) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.50457191467285 (30.097301380746316) | > grad_norm_1: tensor(1154.3610, device='cuda:0') (tensor(942.1556, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.965 (0.913218256611152) | > loader_time: 0.0119 (0.011415500768879115)  --> TIME: 2025-02-21 01:29:24 -- STEP: 199/924 -- GLOBAL_STEP: 172650 | > loss_disc: 2.2126550674438477 (2.234469074100703) | > loss_disc_real_0: 0.19578710198402405 (0.13005755753747786) | > loss_disc_real_1: 0.17334632575511932 (0.18887851585694893) | > loss_disc_real_2: 0.2150496244430542 (0.20092037282696917) | > loss_disc_real_3: 0.18276016414165497 (0.20551834393985313) | > loss_disc_real_4: 0.19751986861228943 (0.20662480165910482) | > loss_disc_real_5: 0.21208862960338593 (0.20464281355915356) | > loss_0: 2.2126550674438477 (2.234469074100703) | > grad_norm_0: tensor(78.2709, device='cuda:0') (tensor(55.0909, device='cuda:0')) | > loss_gen: 2.8476436138153076 (2.779483021204196) | > loss_kl: 2.0343070030212402 (2.137288779469591) | > loss_feat: 8.071369171142578 (8.485226252570223) | > loss_mel: 15.499200820922852 (15.057619602835958) | > loss_duration: 1.636243224143982 (1.5974958320358896) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.088764190673828 (30.05711356119894) | > grad_norm_1: tensor(1076.4028, device='cuda:0') (tensor(928.0588, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.9173 (0.9137302223761478) | > loader_time: 0.0116 (0.011439112562630041)  --> TIME: 2025-02-21 01:30:10 -- STEP: 249/924 -- GLOBAL_STEP: 172700 | > loss_disc: 2.2604470252990723 (2.231623154088674) | > loss_disc_real_0: 0.11443953961133957 (0.12843415422372542) | > loss_disc_real_1: 0.21588385105133057 (0.18957140102204548) | > loss_disc_real_2: 0.217596173286438 (0.2017092323566536) | > loss_disc_real_3: 0.21027909219264984 (0.20531218843048363) | > loss_disc_real_4: 0.22495657205581665 (0.20608978296618863) | > loss_disc_real_5: 0.22790762782096863 (0.20431238562467108) | > loss_0: 2.2604470252990723 (2.231623154088674) | > grad_norm_0: tensor(37.4415, device='cuda:0') (tensor(55.6729, device='cuda:0')) | > loss_gen: 2.6370599269866943 (2.7843611853189736) | > loss_kl: 2.080695390701294 (2.1252253768913243) | > loss_feat: 7.319642066955566 (8.492434503562956) | > loss_mel: 13.301822662353516 (15.04720350058682) | > loss_duration: 1.6104928255081177 (1.5988309536593033) | > amp_scaler: 128.0 (75.82329317269077) | > loss_1: 26.9497127532959 (30.048055526243157) | > grad_norm_1: tensor(949.9756, device='cuda:0') (tensor(933.9233, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.9108 (0.9140332942028122) | > loader_time: 0.0109 (0.011396871513152215)  --> TIME: 2025-02-21 01:30:57 -- STEP: 299/924 -- GLOBAL_STEP: 172750 | > loss_disc: 2.205812454223633 (2.2322494254064402) | > loss_disc_real_0: 0.07379879802465439 (0.12881571485545718) | > loss_disc_real_1: 0.17984028160572052 (0.1894457285420153) | > loss_disc_real_2: 0.1931019127368927 (0.20135797540280337) | > loss_disc_real_3: 0.18570855259895325 (0.20574450497842567) | > loss_disc_real_4: 0.17705518007278442 (0.20555706327176806) | > loss_disc_real_5: 0.18906556069850922 (0.20431176246607985) | > loss_0: 2.205812454223633 (2.2322494254064402) | > grad_norm_0: tensor(31.2600, device='cuda:0') (tensor(56.1336, device='cuda:0')) | > loss_gen: 2.754065990447998 (2.78538854704254) | > loss_kl: 2.262733221054077 (2.1314958660897596) | > loss_feat: 8.81308364868164 (8.494130072386362) | > loss_mel: 15.820595741271973 (15.022940297589255) | > loss_duration: 1.5821400880813599 (1.5988809149400844) | > amp_scaler: 128.0 (84.54849498327756) | > loss_1: 31.23261833190918 (30.03283570203494) | > grad_norm_1: tensor(481.5209, device='cuda:0') (tensor(926.0383, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.9148 (0.9153917370033902) | > loader_time: 0.0115 (0.011343424934208587)  --> TIME: 2025-02-21 01:31:44 -- STEP: 349/924 -- GLOBAL_STEP: 172800 | > loss_disc: 2.3785111904144287 (2.230660908201705) | > loss_disc_real_0: 0.1925354152917862 (0.12835136314261616) | > loss_disc_real_1: 0.16114675998687744 (0.18922019662351522) | > loss_disc_real_2: 0.2151956409215927 (0.20159365194062456) | > loss_disc_real_3: 0.18909132480621338 (0.2058505037196387) | > loss_disc_real_4: 0.23685836791992188 (0.2058492704670887) | > loss_disc_real_5: 0.21742136776447296 (0.20426330884069974) | > loss_0: 2.3785111904144287 (2.230660908201705) | > grad_norm_0: tensor(83.3757, device='cuda:0') (tensor(56.7992, device='cuda:0')) | > loss_gen: 2.576868772506714 (2.7901467511852) | > loss_kl: 2.028970241546631 (2.134797564550252) | > loss_feat: 7.499695301055908 (8.496043903438265) | > loss_mel: 13.409008979797363 (15.042839752568899) | > loss_duration: 1.6319241523742676 (1.599639402078011) | > amp_scaler: 128.0 (90.77363896848134) | > loss_1: 27.146467208862305 (30.06346738645887) | > grad_norm_1: tensor(737.1806, device='cuda:0') (tensor(926.7934, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.9275 (0.9167733615995478) | > loader_time: 0.0115 (0.011387482755163672)  --> TIME: 2025-02-21 01:32:31 -- STEP: 399/924 -- GLOBAL_STEP: 172850 | > loss_disc: 2.1388113498687744 (2.2288098099237703) | > loss_disc_real_0: 0.12489823251962662 (0.12798186421469043) | > loss_disc_real_1: 0.18679694831371307 (0.1894830091480623) | > loss_disc_real_2: 0.2308579832315445 (0.20204410797223119) | > loss_disc_real_3: 0.18484608829021454 (0.20571720842878927) | > loss_disc_real_4: 0.2394922524690628 (0.20579126290510172) | > loss_disc_real_5: 0.23901931941509247 (0.20384946226476128) | > loss_0: 2.1388113498687744 (2.2288098099237703) | > grad_norm_0: tensor(55.0672, device='cuda:0') (tensor(56.4734, device='cuda:0')) | > loss_gen: 2.999697685241699 (2.793937261242017) | > loss_kl: 2.0356709957122803 (2.1321357022550758) | > loss_feat: 9.801807403564453 (8.508295508554395) | > loss_mel: 16.01534080505371 (15.077361802409467) | > loss_duration: 1.568403720855713 (1.5991847915458202) | > amp_scaler: 128.0 (95.43859649122804) | > loss_1: 32.420921325683594 (30.11091507168342) | > grad_norm_1: tensor(1233.7756, device='cuda:0') (tensor(927.0047, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.9064 (0.9171301213123446) | > loader_time: 0.0152 (0.011428066363609518)  --> TIME: 2025-02-21 01:33:18 -- STEP: 449/924 -- GLOBAL_STEP: 172900 | > loss_disc: 2.0688419342041016 (2.226062846077579) | > loss_disc_real_0: 0.11494145542383194 (0.12793997948976832) | > loss_disc_real_1: 0.14923690259456635 (0.18918016151357064) | > loss_disc_real_2: 0.1756969839334488 (0.20174166331179696) | > loss_disc_real_3: 0.225464329123497 (0.20556225858313476) | > loss_disc_real_4: 0.2113056629896164 (0.20551782869682014) | > loss_disc_real_5: 0.20492534339427948 (0.20306306448505823) | > loss_0: 2.0688419342041016 (2.226062846077579) | > grad_norm_0: tensor(54.1634, device='cuda:0') (tensor(56.3058, device='cuda:0')) | > loss_gen: 3.1610190868377686 (2.7964582698116844) | > loss_kl: 2.1787269115448 (2.1273601432154576) | > loss_feat: 9.578968048095703 (8.522605184457335) | > loss_mel: 16.347705841064453 (15.10072522280211) | > loss_duration: 1.6156110763549805 (1.5990414157476616) | > amp_scaler: 128.0 (99.06458797327392) | > loss_1: 32.88203048706055 (30.146190252495238) | > grad_norm_1: tensor(1376.5940, device='cuda:0') (tensor(931.0193, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.9237 (0.9172121060717611) | > loader_time: 0.0117 (0.011404794680249181)  --> TIME: 2025-02-21 01:34:04 -- STEP: 499/924 -- GLOBAL_STEP: 172950 | > loss_disc: 2.1649043560028076 (2.2283864907606827) | > loss_disc_real_0: 0.13419446349143982 (0.12868275384386943) | > loss_disc_real_1: 0.21284443140029907 (0.18927682986957034) | > loss_disc_real_2: 0.22190077602863312 (0.20195499373103437) | > loss_disc_real_3: 0.2297201305627823 (0.20563495311445612) | > loss_disc_real_4: 0.2326706349849701 (0.20581816086071528) | > loss_disc_real_5: 0.20045346021652222 (0.2031942498618233) | > loss_0: 2.1649043560028076 (2.2283864907606827) | > grad_norm_0: tensor(65.5703, device='cuda:0') (tensor(56.7643, device='cuda:0')) | > loss_gen: 2.9564805030822754 (2.7956020167929845) | > loss_kl: 2.0934865474700928 (2.125620349375659) | > loss_feat: 9.688538551330566 (8.51818755442249) | > loss_mel: 16.38249969482422 (15.111484110952619) | > loss_duration: 1.6333116292953491 (1.5991846939365946) | > amp_scaler: 128.0 (101.96392785571139) | > loss_1: 32.75431442260742 (30.15007872571926) | > grad_norm_1: tensor(1058.0239, device='cuda:0') (tensor(928.6041, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.9044 (0.9174118037214261) | > loader_time: 0.0103 (0.011392822724306029)  --> TIME: 2025-02-21 01:34:51 -- STEP: 549/924 -- GLOBAL_STEP: 173000 | > loss_disc: 2.163323402404785 (2.227143620966998) | > loss_disc_real_0: 0.051417939364910126 (0.12890641398062908) | > loss_disc_real_1: 0.19659219682216644 (0.18930574982869822) | > loss_disc_real_2: 0.20994484424591064 (0.2017244972926455) | > loss_disc_real_3: 0.2150341272354126 (0.20536470060357198) | > loss_disc_real_4: 0.1866094321012497 (0.20551531046683233) | > loss_disc_real_5: 0.18764744699001312 (0.20304177548118846) | > loss_0: 2.163323402404785 (2.227143620966998) | > grad_norm_0: tensor(65.0643, device='cuda:0') (tensor(57.2218, device='cuda:0')) | > loss_gen: 2.8780858516693115 (2.7972553249699597) | > loss_kl: 2.1548309326171875 (2.126061910705703) | > loss_feat: 9.022432327270508 (8.522215546154571) | > loss_mel: 15.288627624511719 (15.122064088428823) | > loss_duration: 1.618340253829956 (1.5993883312291355) | > amp_scaler: 128.0 (104.33515482695807) | > loss_1: 30.962316513061523 (30.166985190414124) | > grad_norm_1: tensor(1003.2577, device='cuda:0') (tensor(931.1890, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.923 (0.9170407315203835) | > loader_time: 0.0118 (0.01136992798476922) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_173000.pth  --> TIME: 2025-02-21 01:35:40 -- STEP: 599/924 -- GLOBAL_STEP: 173050 | > loss_disc: 2.2683682441711426 (2.2272842939389585) | > loss_disc_real_0: 0.1020343229174614 (0.12931058835704656) | > loss_disc_real_1: 0.18021713197231293 (0.1893225688866661) | > loss_disc_real_2: 0.18185901641845703 (0.20161248813188945) | > loss_disc_real_3: 0.19978360831737518 (0.2050936514377992) | > loss_disc_real_4: 0.21030932664871216 (0.20569844240437765) | > loss_disc_real_5: 0.23377011716365814 (0.20295312016804354) | > loss_0: 2.2683682441711426 (2.2272842939389585) | > grad_norm_0: tensor(37.0689, device='cuda:0') (tensor(56.4299, device='cuda:0')) | > loss_gen: 2.61812424659729 (2.7940483738066555) | > loss_kl: 2.110525608062744 (2.1242279124777372) | > loss_feat: 7.722865104675293 (8.513233497664194) | > loss_mel: 14.454094886779785 (15.110104304522226) | > loss_duration: 1.581681251525879 (1.5989616329164449) | > amp_scaler: 128.0 (106.31051752921537) | > loss_1: 28.487293243408203 (30.140575701883918) | > grad_norm_1: tensor(908.2225, device='cuda:0') (tensor(917.8552, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.94 (0.9168135236221084) | > loader_time: 0.0115 (0.011355148133929058)  --> TIME: 2025-02-21 01:36:27 -- STEP: 649/924 -- GLOBAL_STEP: 173100 | > loss_disc: 2.152496337890625 (2.2262397082450773) | > loss_disc_real_0: 0.08664198964834213 (0.1291352943079589) | > loss_disc_real_1: 0.1471363604068756 (0.18918195139553587) | > loss_disc_real_2: 0.1928350329399109 (0.20144042519648764) | > loss_disc_real_3: 0.2190037965774536 (0.20510501512118223) | > loss_disc_real_4: 0.23536406457424164 (0.20599249409416984) | > loss_disc_real_5: 0.16907420754432678 (0.20253323612071705) | > loss_0: 2.152496337890625 (2.2262397082450773) | > grad_norm_0: tensor(60.5147, device='cuda:0') (tensor(56.7783, device='cuda:0')) | > loss_gen: 2.6754865646362305 (2.7976077480933306) | > loss_kl: 2.1299192905426025 (2.1228012792502047) | > loss_feat: 8.670920372009277 (8.521825495045418) | > loss_mel: 15.891899108886719 (15.1239236955099) | > loss_duration: 1.5817909240722656 (1.598452118401902) | > amp_scaler: 128.0 (107.98151001540835) | > loss_1: 30.950016021728516 (30.16461033225978) | > grad_norm_1: tensor(1102.3019, device='cuda:0') (tensor(920.4503, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.9138 (0.9167614236634758) | > loader_time: 0.0115 (0.011367938918949822)  --> TIME: 2025-02-21 01:37:13 -- STEP: 699/924 -- GLOBAL_STEP: 173150 | > loss_disc: 2.1991424560546875 (2.2238878656354615) | > loss_disc_real_0: 0.09780239313840866 (0.1287361477183255) | > loss_disc_real_1: 0.20693498849868774 (0.18899931744785609) | > loss_disc_real_2: 0.19560189545154572 (0.20137724858070494) | > loss_disc_real_3: 0.20438960194587708 (0.205049666958476) | > loss_disc_real_4: 0.18497078120708466 (0.20586307811549473) | > loss_disc_real_5: 0.20161885023117065 (0.20221914916974795) | > loss_0: 2.1991424560546875 (2.2238878656354615) | > grad_norm_0: tensor(17.6084, device='cuda:0') (tensor(56.4304, device='cuda:0')) | > loss_gen: 2.6505072116851807 (2.799898976079042) | > loss_kl: 2.5097405910491943 (2.123984671798727) | > loss_feat: 8.38552188873291 (8.53386624927001) | > loss_mel: 16.20472526550293 (15.14340449129904) | > loss_duration: 1.5649261474609375 (1.5985318384798128) | > amp_scaler: 128.0 (109.41344778254651) | > loss_1: 31.315420150756836 (30.199686230508043) | > grad_norm_1: tensor(458.6282, device='cuda:0') (tensor(924.5903, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.9268 (0.9168266946495176) | > loader_time: 0.0107 (0.011369406409529655)  --> TIME: 2025-02-21 01:38:00 -- STEP: 749/924 -- GLOBAL_STEP: 173200 | > loss_disc: 2.227200746536255 (2.2219960676812045) | > loss_disc_real_0: 0.07921696454286575 (0.12855379754436191) | > loss_disc_real_1: 0.2001487761735916 (0.18865053039367433) | > loss_disc_real_2: 0.22249892354011536 (0.20119393874551664) | > loss_disc_real_3: 0.1964651495218277 (0.2049916656178053) | > loss_disc_real_4: 0.22512337565422058 (0.20570192765568868) | > loss_disc_real_5: 0.18170805275440216 (0.20232262305209095) | > loss_0: 2.227200746536255 (2.2219960676812045) | > grad_norm_0: tensor(23.2800, device='cuda:0') (tensor(56.1858, device='cuda:0')) | > loss_gen: 2.598891496658325 (2.8016065064673406) | > loss_kl: 2.1229982376098633 (2.1253435759741723) | > loss_feat: 8.108070373535156 (8.546718347215833) | > loss_mel: 15.114272117614746 (15.150046432607164) | > loss_duration: 1.5905848741531372 (1.5983857073993963) | > amp_scaler: 128.0 (110.65420560747665) | > loss_1: 29.534818649291992 (30.222100562183495) | > grad_norm_1: tensor(269.9417, device='cuda:0') (tensor(928.2105, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.9189 (0.9174342499237672) | > loader_time: 0.0111 (0.011373046561777189)  --> TIME: 2025-02-21 01:38:47 -- STEP: 799/924 -- GLOBAL_STEP: 173250 | > loss_disc: 2.2102508544921875 (2.2209438865862157) | > loss_disc_real_0: 0.17202989757061005 (0.12847119140833888) | > loss_disc_real_1: 0.1994602233171463 (0.18861523007645326) | > loss_disc_real_2: 0.21722276508808136 (0.20111573958426765) | > loss_disc_real_3: 0.2044258564710617 (0.20495271011347765) | > loss_disc_real_4: 0.1888197511434555 (0.20572481627980527) | > loss_disc_real_5: 0.218849778175354 (0.20216263632041795) | > loss_0: 2.2102508544921875 (2.2209438865862157) | > grad_norm_0: tensor(50.8723, device='cuda:0') (tensor(56.3994, device='cuda:0')) | > loss_gen: 2.859952449798584 (2.802815461785382) | > loss_kl: 2.2276859283447266 (2.1229168482507124) | > loss_feat: 8.434122085571289 (8.54954972583449) | > loss_mel: 14.806551933288574 (15.146206944099207) | > loss_duration: 1.5884203910827637 (1.5984889221131726) | > amp_scaler: 128.0 (111.73967459324157) | > loss_1: 29.91673469543457 (30.219977898054637) | > grad_norm_1: tensor(953.1085, device='cuda:0') (tensor(935.4855, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.8671 (0.9169529003553903) | > loader_time: 0.0088 (0.011357726382373715)  --> TIME: 2025-02-21 01:39:33 -- STEP: 849/924 -- GLOBAL_STEP: 173300 | > loss_disc: 2.2584903240203857 (2.221258304144386) | > loss_disc_real_0: 0.221714586019516 (0.12853632413631905) | > loss_disc_real_1: 0.15869221091270447 (0.1885850147834515) | > loss_disc_real_2: 0.19657990336418152 (0.20103527963582715) | > loss_disc_real_3: 0.21269455552101135 (0.20496030711734534) | > loss_disc_real_4: 0.2145884782075882 (0.2058107490323318) | > loss_disc_real_5: 0.20749546587467194 (0.20233111259899378) | > loss_0: 2.2584903240203857 (2.221258304144386) | > grad_norm_0: tensor(82.7161, device='cuda:0') (tensor(56.3665, device='cuda:0')) | > loss_gen: 3.0549256801605225 (2.8030044380992245) | > loss_kl: 2.086219310760498 (2.1240938727791083) | > loss_feat: 9.091526985168457 (8.549875787346306) | > loss_mel: 15.36890983581543 (15.145863378005819) | > loss_duration: 1.5756971836090088 (1.5981736201419987) | > amp_scaler: 128.0 (112.6972909305065) | > loss_1: 31.177278518676758 (30.221011088790263) | > grad_norm_1: tensor(1268.1187, device='cuda:0') (tensor(935.7438, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.9095 (0.9167950060679297) | > loader_time: 0.0103 (0.011375908857239988)  --> TIME: 2025-02-21 01:40:20 -- STEP: 899/924 -- GLOBAL_STEP: 173350 | > loss_disc: 2.2613539695739746 (2.222447059045779) | > loss_disc_real_0: 0.12476277351379395 (0.12838414165546683) | > loss_disc_real_1: 0.1803845763206482 (0.18868685655453313) | > loss_disc_real_2: 0.19973629713058472 (0.20130267929911494) | > loss_disc_real_3: 0.18177948892116547 (0.20503968560655866) | > loss_disc_real_4: 0.23660367727279663 (0.20590532013319762) | > loss_disc_real_5: 0.20483028888702393 (0.20250234880522974) | > loss_0: 2.2613539695739746 (2.222447059045779) | > grad_norm_0: tensor(42.2652, device='cuda:0') (tensor(56.1528, device='cuda:0')) | > loss_gen: 2.662655830383301 (2.801601001762838) | > loss_kl: 2.025178909301758 (2.123526015987119) | > loss_feat: 7.555699825286865 (8.54730696725896) | > loss_mel: 13.775059700012207 (15.141935067394286) | > loss_duration: 1.667602777481079 (1.598359875869963) | > amp_scaler: 128.0 (113.5483870967742) | > loss_1: 27.686195373535156 (30.212728922571305) | > grad_norm_1: tensor(600.7202, device='cuda:0') (tensor(935.4412, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.8989 (0.9166715900943064) | > loader_time: 0.0114 (0.011359984935722305)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2305455207824707 (2.2305455207824707) | > loss_disc_real_0: 0.1270577311515808 (0.1270577311515808) | > loss_disc_real_1: 0.22434069216251373 (0.22434069216251373) | > loss_disc_real_2: 0.24368585646152496 (0.24368585646152496) | > loss_disc_real_3: 0.19496579468250275 (0.19496579468250275) | > loss_disc_real_4: 0.23282213509082794 (0.23282213509082794) | > loss_disc_real_5: 0.23042887449264526 (0.23042887449264526) | > loss_0: 2.2305455207824707 (2.2305455207824707) | > loss_gen: 2.858706474304199 (2.858706474304199) | > loss_kl: 2.0931835174560547 (2.0931835174560547) | > loss_feat: 9.029781341552734 (9.029781341552734) | > loss_mel: 15.92506217956543 (15.92506217956543) | > loss_duration: 1.6588671207427979 (1.6588671207427979) | > loss_1: 31.565601348876953 (31.565601348876953)  --> STEP: 1 | > loss_disc: 2.419614791870117 (2.419614791870117) | > loss_disc_real_0: 0.19116437435150146 (0.19116437435150146) | > loss_disc_real_1: 0.23509183526039124 (0.23509183526039124) | > loss_disc_real_2: 0.2707473337650299 (0.2707473337650299) | > loss_disc_real_3: 0.19769135117530823 (0.19769135117530823) | > loss_disc_real_4: 0.25127044320106506 (0.25127044320106506) | > loss_disc_real_5: 0.2211408019065857 (0.2211408019065857) | > loss_0: 2.419614791870117 (2.419614791870117) | > loss_gen: 2.6808457374572754 (2.6808457374572754) | > loss_kl: 2.0300753116607666 (2.0300753116607666) | > loss_feat: 7.58204460144043 (7.58204460144043) | > loss_mel: 13.53630542755127 (13.53630542755127) | > loss_duration: 1.6936968564987183 (1.6936968564987183) | > loss_1: 27.522968292236328 (27.522968292236328)  --> STEP: 2 | > loss_disc: 2.4258837699890137 (2.4227492809295654) | > loss_disc_real_0: 0.19001349806785583 (0.19058893620967865) | > loss_disc_real_1: 0.22754736244678497 (0.2313195988535881) | > loss_disc_real_2: 0.24232733249664307 (0.2565373331308365) | > loss_disc_real_3: 0.24196408689022064 (0.21982771903276443) | > loss_disc_real_4: 0.26967179775238037 (0.2604711204767227) | > loss_disc_real_5: 0.2545658051967621 (0.2378533035516739) | > loss_0: 2.4258837699890137 (2.4227492809295654) | > loss_gen: 2.807804584503174 (2.7443251609802246) | > loss_kl: 2.1007070541381836 (2.065391182899475) | > loss_feat: 8.066503524780273 (7.824274063110352) | > loss_mel: 14.5150785446167 (14.025691986083984) | > loss_duration: 1.5768873691558838 (1.635292112827301) | > loss_1: 29.066980361938477 (28.294974327087402)  --> STEP: 3 | > loss_disc: 2.4627983570098877 (2.4360989729563394) | > loss_disc_real_0: 0.17900368571281433 (0.18672718604405722) | > loss_disc_real_1: 0.23624368011951447 (0.23296095927556357) | > loss_disc_real_2: 0.2630614936351776 (0.2587120532989502) | > loss_disc_real_3: 0.2378745824098587 (0.22584334015846252) | > loss_disc_real_4: 0.2561633288860321 (0.2590351899464925) | > loss_disc_real_5: 0.2739343047142029 (0.24988030393918356) | > loss_0: 2.4627983570098877 (2.4360989729563394) | > loss_gen: 2.7805728912353516 (2.7564077377319336) | > loss_kl: 1.8616706132888794 (1.9974843263626099) | > loss_feat: 7.447096824645996 (7.698548316955566) | > loss_mel: 13.84390640258789 (13.965096791585287) | > loss_duration: 1.6639454364776611 (1.6448432207107544) | > loss_1: 27.597192764282227 (28.06238047281901)  --> STEP: 4 | > loss_disc: 2.4329466819763184 (2.4353109002113342) | > loss_disc_real_0: 0.17790094017982483 (0.18452062457799911) | > loss_disc_real_1: 0.23628127574920654 (0.2337910383939743) | > loss_disc_real_2: 0.2381163388490677 (0.25356312468647957) | > loss_disc_real_3: 0.22453303635120392 (0.22551576420664787) | > loss_disc_real_4: 0.26432913541793823 (0.26035867631435394) | > loss_disc_real_5: 0.2503047585487366 (0.2499864175915718) | > loss_0: 2.4329466819763184 (2.4353109002113342) | > loss_gen: 2.6356663703918457 (2.7262223958969116) | > loss_kl: 1.9663043022155762 (1.9896893203258514) | > loss_feat: 6.972525119781494 (7.517042517662048) | > loss_mel: 13.107921600341797 (13.750802993774414) | > loss_duration: 1.7501448392868042 (1.6711686253547668) | > loss_1: 26.43256187438965 (27.65492582321167)  --> STEP: 5 | > loss_disc: 2.2732203006744385 (2.4028927803039553) | > loss_disc_real_0: 0.18300950527191162 (0.1842184007167816) | > loss_disc_real_1: 0.25050458312034607 (0.23713374733924866) | > loss_disc_real_2: 0.2711218297481537 (0.2570748656988144) | > loss_disc_real_3: 0.20367930829524994 (0.2211484730243683) | > loss_disc_real_4: 0.2958965301513672 (0.2674662470817566) | > loss_disc_real_5: 0.25926050543785095 (0.2518412351608276) | > loss_0: 2.2732203006744385 (2.4028927803039553) | > loss_gen: 2.99233341217041 (2.7794445991516112) | > loss_kl: 1.8517266511917114 (1.9620967864990235) | > loss_feat: 7.521193981170654 (7.5178728103637695) | > loss_mel: 16.77504539489746 (14.355651473999023) | > loss_duration: 1.5322333574295044 (1.6433815717697144) | > loss_1: 30.672534942626953 (28.258447647094727) --> EVAL PERFORMANCE | > avg_loader_time: 0.15538511276245118 (-0.002599048614501942) | > avg_loss_disc: 2.4028927803039553 (+0.21284897327423113) | > avg_loss_disc_real_0: 0.1842184007167816 (+0.07776940315961837) | > avg_loss_disc_real_1: 0.23713374733924866 (+0.015742889046669012) | > avg_loss_disc_real_2: 0.2570748656988144 (+0.026816996932029713) | > avg_loss_disc_real_3: 0.2211484730243683 (-0.009055763483047485) | > avg_loss_disc_real_4: 0.2674662470817566 (+0.011544910073280346) | > avg_loss_disc_real_5: 0.2518412351608276 (+0.037817594408988936) | > avg_loss_0: 2.4028927803039553 (+0.21284897327423113) | > avg_loss_gen: 2.7794445991516112 (-0.169999361038208) | > avg_loss_kl: 1.9620967864990235 (-0.16162309646606454) | > avg_loss_feat: 7.5178728103637695 (-1.0298900604248047) | > avg_loss_mel: 14.355651473999023 (+0.19927597045898438) | > avg_loss_duration: 1.6433815717697144 (-0.011224794387817205) | > avg_loss_1: 28.258447647094727 (-1.1734619140625)  > EPOCH: 138/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 01:40:51)   --> TIME: 2025-02-21 01:41:17 -- STEP: 25/924 -- GLOBAL_STEP: 173400 | > loss_disc: 2.213815450668335 (2.2326808261871345) | > loss_disc_real_0: 0.17654064297676086 (0.13450420707464217) | > loss_disc_real_1: 0.2008509337902069 (0.19059098720550538) | > loss_disc_real_2: 0.2110009640455246 (0.20267124474048615) | > loss_disc_real_3: 0.2315981686115265 (0.20851361036300659) | > loss_disc_real_4: 0.21488845348358154 (0.20580193758010865) | > loss_disc_real_5: 0.20490671694278717 (0.19992147743701935) | > loss_0: 2.213815450668335 (2.2326808261871345) | > grad_norm_0: tensor(59.3405, device='cuda:0') (tensor(56.7077, device='cuda:0')) | > loss_gen: 2.863266944885254 (2.833990535736084) | > loss_kl: 2.24239444732666 (2.141571254730224) | > loss_feat: 8.391050338745117 (8.497740459442138) | > loss_mel: 15.785144805908203 (14.95410530090332) | > loss_duration: 1.5913113355636597 (1.595144453048706) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.873167037963867 (30.022552337646484) | > grad_norm_1: tensor(932.9453, device='cuda:0') (tensor(903.7737, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.9148 (0.9160077476501465) | > loader_time: 0.0115 (0.011053810119628906)  --> TIME: 2025-02-21 01:42:03 -- STEP: 75/924 -- GLOBAL_STEP: 173450 | > loss_disc: 2.2356369495391846 (2.23378493309021) | > loss_disc_real_0: 0.13225488364696503 (0.1341665671765805) | > loss_disc_real_1: 0.19826017320156097 (0.18963666598002113) | > loss_disc_real_2: 0.24223817884922028 (0.2021641566356023) | > loss_disc_real_3: 0.19856585562229156 (0.20638401846090954) | > loss_disc_real_4: 0.27077212929725647 (0.207404187520345) | > loss_disc_real_5: 0.23760490119457245 (0.20072680274645488) | > loss_0: 2.2356369495391846 (2.23378493309021) | > grad_norm_0: tensor(38.6337, device='cuda:0') (tensor(57.0866, device='cuda:0')) | > loss_gen: 2.7202067375183105 (2.817121458053589) | > loss_kl: 2.1231071949005127 (2.1406826194127397) | > loss_feat: 7.5402350425720215 (8.470524400075277) | > loss_mel: 13.186894416809082 (14.9698996480306) | > loss_duration: 1.5828969478607178 (1.5991991551717124) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.15334129333496 (29.997427241007486) | > grad_norm_1: tensor(851.2534, device='cuda:0') (tensor(871.5358, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.8725 (0.9165224901835124) | > loader_time: 0.0102 (0.011253239313761392)  --> TIME: 2025-02-21 01:42:50 -- STEP: 125/924 -- GLOBAL_STEP: 173500 | > loss_disc: 2.2000961303710938 (2.232189643859864) | > loss_disc_real_0: 0.1898655742406845 (0.13027010828256602) | > loss_disc_real_1: 0.1721116006374359 (0.18927759981155393) | > loss_disc_real_2: 0.21982425451278687 (0.20170551228523254) | > loss_disc_real_3: 0.21044853329658508 (0.206279745221138) | > loss_disc_real_4: 0.18377485871315002 (0.20666025590896606) | > loss_disc_real_5: 0.21014732122421265 (0.20279075193405152) | > loss_0: 2.2000961303710938 (2.232189643859864) | > grad_norm_0: tensor(77.2995, device='cuda:0') (tensor(57.0326, device='cuda:0')) | > loss_gen: 2.992647409439087 (2.7993987770080566) | > loss_kl: 2.165438413619995 (2.12132006549835) | > loss_feat: 8.839038848876953 (8.494779891967779) | > loss_mel: 15.331829071044922 (15.040478248596191) | > loss_duration: 1.6039314270019531 (1.599507989883423) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.932886123657227 (30.055484771728516) | > grad_norm_1: tensor(992.1658, device='cuda:0') (tensor(892.3640, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.8798 (0.9136770896911621) | > loader_time: 0.0099 (0.011395788192749022)  --> TIME: 2025-02-21 01:43:36 -- STEP: 175/924 -- GLOBAL_STEP: 173550 | > loss_disc: 2.290874481201172 (2.2303737722124377) | > loss_disc_real_0: 0.10570722818374634 (0.13084356305854658) | > loss_disc_real_1: 0.20470279455184937 (0.18901966197150094) | > loss_disc_real_2: 0.18625454604625702 (0.20128330988543375) | > loss_disc_real_3: 0.22435827553272247 (0.20596900735582624) | > loss_disc_real_4: 0.24021472036838531 (0.20589505817208972) | > loss_disc_real_5: 0.16779543459415436 (0.2024847461496081) | > loss_0: 2.290874481201172 (2.2303737722124377) | > grad_norm_0: tensor(27.9579, device='cuda:0') (tensor(57.6785, device='cuda:0')) | > loss_gen: 2.634442090988159 (2.7996141215733124) | > loss_kl: 1.9467872381210327 (2.12749330316271) | > loss_feat: 8.139935493469238 (8.495380417960035) | > loss_mel: 14.665642738342285 (15.068990685599191) | > loss_duration: 1.5964796543121338 (1.5987051296234132) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.983285903930664 (30.09018341064453) | > grad_norm_1: tensor(714.1978, device='cuda:0') (tensor(863.3661, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.9206 (0.9147729137965611) | > loader_time: 0.01 (0.011392902646745954)  --> TIME: 2025-02-21 01:44:23 -- STEP: 225/924 -- GLOBAL_STEP: 173600 | > loss_disc: 2.2191505432128906 (2.2326372740003806) | > loss_disc_real_0: 0.07420118898153305 (0.13200995574394864) | > loss_disc_real_1: 0.2095067799091339 (0.18904068271319072) | > loss_disc_real_2: 0.18352682888507843 (0.20122885359658135) | > loss_disc_real_3: 0.24614322185516357 (0.2055945998430252) | > loss_disc_real_4: 0.20696653425693512 (0.2054618571864234) | > loss_disc_real_5: 0.18721313774585724 (0.20363300873173612) | > loss_0: 2.2191505432128906 (2.2326372740003806) | > grad_norm_0: tensor(39.4329, device='cuda:0') (tensor(55.7095, device='cuda:0')) | > loss_gen: 2.834427833557129 (2.7841475783454053) | > loss_kl: 2.1346352100372314 (2.1305950668123024) | > loss_feat: 8.530933380126953 (8.444181834326844) | > loss_mel: 15.588305473327637 (15.04310008154975) | > loss_duration: 1.5720953941345215 (1.5985146782133315) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.660398483276367 (30.000539016723632) | > grad_norm_1: tensor(1077.0372, device='cuda:0') (tensor(859.0565, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.9512 (0.9178614160749647) | > loader_time: 0.0111 (0.011354727215237087)  --> TIME: 2025-02-21 01:45:10 -- STEP: 275/924 -- GLOBAL_STEP: 173650 | > loss_disc: 2.2709522247314453 (2.2363020238009375) | > loss_disc_real_0: 0.08310236781835556 (0.1312625728141178) | > loss_disc_real_1: 0.18920445442199707 (0.18947278049859134) | > loss_disc_real_2: 0.20446516573429108 (0.20190898228775372) | > loss_disc_real_3: 0.24227175116539001 (0.2055607135729356) | > loss_disc_real_4: 0.20095905661582947 (0.20614244531501424) | > loss_disc_real_5: 0.23919622600078583 (0.20423786569725388) | > loss_0: 2.2709522247314453 (2.2363020238009375) | > grad_norm_0: tensor(35.7684, device='cuda:0') (tensor(55.7454, device='cuda:0')) | > loss_gen: 2.7601711750030518 (2.78007460680875) | > loss_kl: 2.1299707889556885 (2.1370807808095744) | > loss_feat: 7.6211981773376465 (8.43383672540838) | > loss_mel: 14.088850021362305 (15.017459154996004) | > loss_duration: 1.6524680852890015 (1.6000222249464553) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.25265884399414 (29.968473337346857) | > grad_norm_1: tensor(998.4943, device='cuda:0') (tensor(882.6157, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.9429 (0.9169124872034247) | > loader_time: 0.0119 (0.01129450798034668)  --> TIME: 2025-02-21 01:45:57 -- STEP: 325/924 -- GLOBAL_STEP: 173700 | > loss_disc: 2.3785288333892822 (2.2383062744140623) | > loss_disc_real_0: 0.11770105361938477 (0.13252691127932992) | > loss_disc_real_1: 0.21261683106422424 (0.18913811028003694) | > loss_disc_real_2: 0.18970288336277008 (0.20216257127431722) | > loss_disc_real_3: 0.2254393845796585 (0.20557259940184072) | > loss_disc_real_4: 0.23579056560993195 (0.20635959350145788) | > loss_disc_real_5: 0.15709565579891205 (0.20394569951754363) | > loss_0: 2.3785288333892822 (2.2383062744140623) | > grad_norm_0: tensor(32.8797, device='cuda:0') (tensor(57.1406, device='cuda:0')) | > loss_gen: 2.619821548461914 (2.7835732709444487) | > loss_kl: 1.9116814136505127 (2.137471842032212) | > loss_feat: 7.874518871307373 (8.447284796788141) | > loss_mel: 14.588807106018066 (15.033076060368465) | > loss_duration: 1.631011962890625 (1.5993442142926733) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.62584114074707 (30.00075006338266) | > grad_norm_1: tensor(383.1418, device='cuda:0') (tensor(889.5259, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.9251 (0.9179284895383395) | > loader_time: 0.0115 (0.011377037488497221)  --> TIME: 2025-02-21 01:46:44 -- STEP: 375/924 -- GLOBAL_STEP: 173750 | > loss_disc: 2.231090545654297 (2.2438753058115637) | > loss_disc_real_0: 0.10406222939491272 (0.1325673157374064) | > loss_disc_real_1: 0.21540650725364685 (0.18966662597656253) | > loss_disc_real_2: 0.18332736194133759 (0.20252790220578512) | > loss_disc_real_3: 0.1812305450439453 (0.20595420145988458) | > loss_disc_real_4: 0.19035977125167847 (0.2065831602811814) | > loss_disc_real_5: 0.17317529022693634 (0.20479792817433687) | > loss_0: 2.231090545654297 (2.2438753058115637) | > grad_norm_0: tensor(31.7737, device='cuda:0') (tensor(55.9599, device='cuda:0')) | > loss_gen: 2.709670305252075 (2.77451495997111) | > loss_kl: 2.0324060916900635 (2.141005291938781) | > loss_feat: 8.320038795471191 (8.430507710774739) | > loss_mel: 14.105424880981445 (15.055498563130696) | > loss_duration: 1.5929019451141357 (1.5995518824259443) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.76044273376465 (30.00107831319173) | > grad_norm_1: tensor(706.3430, device='cuda:0') (tensor(853.5411, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.9374 (0.917923848470052) | > loader_time: 0.0142 (0.011381326675415039)  --> TIME: 2025-02-21 01:47:30 -- STEP: 425/924 -- GLOBAL_STEP: 173800 | > loss_disc: 2.169682741165161 (2.241074385923497) | > loss_disc_real_0: 0.11001164466142654 (0.1321600403680521) | > loss_disc_real_1: 0.16798464953899384 (0.1892177949232214) | > loss_disc_real_2: 0.17857713997364044 (0.20241776666220496) | > loss_disc_real_3: 0.23454292118549347 (0.20573480732300695) | > loss_disc_real_4: 0.22139008343219757 (0.20635142459588898) | > loss_disc_real_5: 0.21161571145057678 (0.2047968410393772) | > loss_0: 2.169682741165161 (2.241074385923497) | > grad_norm_0: tensor(63.1868, device='cuda:0') (tensor(55.6658, device='cuda:0')) | > loss_gen: 3.0145130157470703 (2.7764532734366023) | > loss_kl: 2.145393133163452 (2.143891117152044) | > loss_feat: 9.74936580657959 (8.437800984102134) | > loss_mel: 16.070945739746094 (15.077760404698989) | > loss_duration: 1.6077653169631958 (1.5996448943194224) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.58798599243164 (30.03555057750029) | > grad_norm_1: tensor(1195.7057, device='cuda:0') (tensor(857.5182, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.9064 (0.9185165657716639) | > loader_time: 0.013 (0.011402689428890453)  --> TIME: 2025-02-21 01:48:18 -- STEP: 475/924 -- GLOBAL_STEP: 173850 | > loss_disc: 2.086569309234619 (2.242239596216303) | > loss_disc_real_0: 0.12670665979385376 (0.13177696688394783) | > loss_disc_real_1: 0.16889886558055878 (0.18947189080087765) | > loss_disc_real_2: 0.18692485988140106 (0.20281582716264224) | > loss_disc_real_3: 0.16292306780815125 (0.20586077461117186) | > loss_disc_real_4: 0.17716668546199799 (0.20647230559273777) | > loss_disc_real_5: 0.20994973182678223 (0.20482284894115055) | > loss_0: 2.086569309234619 (2.242239596216303) | > grad_norm_0: tensor(45.3829, device='cuda:0') (tensor(55.6440, device='cuda:0')) | > loss_gen: 2.9533228874206543 (2.776404703039872) | > loss_kl: 2.3893752098083496 (2.1429559419029625) | > loss_feat: 9.249604225158691 (8.433353851719906) | > loss_mel: 15.93117618560791 (15.060338201020894) | > loss_duration: 1.6074604988098145 (1.5996878297705401) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.13093948364258 (30.012740438360918) | > grad_norm_1: tensor(1249.4413, device='cuda:0') (tensor(865.7917, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.95 (0.9192153694755153) | > loader_time: 0.0138 (0.01142738844219007)  --> TIME: 2025-02-21 01:49:04 -- STEP: 525/924 -- GLOBAL_STEP: 173900 | > loss_disc: 2.252732038497925 (2.2405662995293034) | > loss_disc_real_0: 0.06933023035526276 (0.13110019152363125) | > loss_disc_real_1: 0.18396519124507904 (0.18943194959844864) | > loss_disc_real_2: 0.19935375452041626 (0.20275481249604907) | > loss_disc_real_3: 0.20769786834716797 (0.2060568460680189) | > loss_disc_real_4: 0.2151065319776535 (0.20648227385112222) | > loss_disc_real_5: 0.22833046317100525 (0.20461642069476) | > loss_0: 2.252732038497925 (2.2405662995293034) | > grad_norm_0: tensor(57.3391, device='cuda:0') (tensor(56.1973, device='cuda:0')) | > loss_gen: 2.805394172668457 (2.776494715100243) | > loss_kl: 2.1404407024383545 (2.14699135167258) | > loss_feat: 8.924188613891602 (8.436032369704472) | > loss_mel: 14.653932571411133 (15.047531883603051) | > loss_duration: 1.5683338642120361 (1.5992945128395446) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.0922908782959 (30.00634475344703) | > grad_norm_1: tensor(887.4785, device='cuda:0') (tensor(880.0045, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.9145 (0.9186309060596285) | > loader_time: 0.0106 (0.011440252576555525)  --> TIME: 2025-02-21 01:49:51 -- STEP: 575/924 -- GLOBAL_STEP: 173950 | > loss_disc: 2.3081493377685547 (2.23936968057052) | > loss_disc_real_0: 0.20195387303829193 (0.1308631202513755) | > loss_disc_real_1: 0.18504607677459717 (0.1896585244199504) | > loss_disc_real_2: 0.1728033572435379 (0.20263511481492413) | > loss_disc_real_3: 0.236991286277771 (0.20584795728973712) | > loss_disc_real_4: 0.21632222831249237 (0.20649537666984227) | > loss_disc_real_5: 0.1972806453704834 (0.20434717040994893) | > loss_0: 2.3081493377685547 (2.23936968057052) | > grad_norm_0: tensor(76.3753, device='cuda:0') (tensor(56.2665, device='cuda:0')) | > loss_gen: 2.858546257019043 (2.7785485230321476) | > loss_kl: 2.124974489212036 (2.1459414569191293) | > loss_feat: 8.295601844787598 (8.437388906064239) | > loss_mel: 15.299992561340332 (15.030840284928031) | > loss_duration: 1.6337032318115234 (1.5991727099211317) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.212820053100586 (29.991891821156376) | > grad_norm_1: tensor(259.7672, device='cuda:0') (tensor(887.8921, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.9851 (0.9195895945507547) | > loader_time: 0.0115 (0.011410354116688603)  --> TIME: 2025-02-21 01:50:38 -- STEP: 625/924 -- GLOBAL_STEP: 174000 | > loss_disc: 2.14629864692688 (2.2378739929199227) | > loss_disc_real_0: 0.16560016572475433 (0.1310360671341418) | > loss_disc_real_1: 0.17323185503482819 (0.1896376868009567) | > loss_disc_real_2: 0.2069977968931198 (0.20230891997814182) | > loss_disc_real_3: 0.20361191034317017 (0.20569601244926444) | > loss_disc_real_4: 0.19405551254749298 (0.20618011560440064) | > loss_disc_real_5: 0.17330582439899445 (0.20434573807716372) | > loss_0: 2.14629864692688 (2.2378739929199227) | > grad_norm_0: tensor(76.8938, device='cuda:0') (tensor(55.9443, device='cuda:0')) | > loss_gen: 3.1127984523773193 (2.7778709304809577) | > loss_kl: 2.22542667388916 (2.1488890136718735) | > loss_feat: 8.774253845214844 (8.442627273559573) | > loss_mel: 15.145366668701172 (15.036602433776855) | > loss_duration: 1.6130304336547852 (1.599155281257629) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.87087631225586 (30.005144876098633) | > grad_norm_1: tensor(1344.0372, device='cuda:0') (tensor(886.1311, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.9449 (0.9194775985717774) | > loader_time: 0.0152 (0.011437340927124022) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_174000.pth  --> TIME: 2025-02-21 01:51:27 -- STEP: 675/924 -- GLOBAL_STEP: 174050 | > loss_disc: 2.147334098815918 (2.236832896338568) | > loss_disc_real_0: 0.1221693605184555 (0.13070399378736794) | > loss_disc_real_1: 0.18604813516139984 (0.18973747560271512) | > loss_disc_real_2: 0.18081694841384888 (0.20227809230486557) | > loss_disc_real_3: 0.19965270161628723 (0.2056782493326398) | > loss_disc_real_4: 0.19984960556030273 (0.20626195702287886) | > loss_disc_real_5: 0.23119162023067474 (0.20423241520369498) | > loss_0: 2.147334098815918 (2.236832896338568) | > grad_norm_0: tensor(63.7388, device='cuda:0') (tensor(55.9123, device='cuda:0')) | > loss_gen: 2.8036105632781982 (2.7776450711709493) | > loss_kl: 2.226029634475708 (2.1488021679277782) | > loss_feat: 9.094862937927246 (8.439158308947531) | > loss_mel: 15.737874984741211 (15.020217374165853) | > loss_duration: 1.540123701095581 (1.5988148768742871) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.40250015258789 (29.984637736567745) | > grad_norm_1: tensor(1342.8446, device='cuda:0') (tensor(888.8669, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.9281 (0.91906712602686) | > loader_time: 0.0114 (0.01142884854917172)  --> TIME: 2025-02-21 01:52:14 -- STEP: 725/924 -- GLOBAL_STEP: 174100 | > loss_disc: 2.2564940452575684 (2.236496200561524) | > loss_disc_real_0: 0.09899741411209106 (0.13052967945049518) | > loss_disc_real_1: 0.16316716372966766 (0.18986872354458117) | > loss_disc_real_2: 0.207718163728714 (0.20233557740162164) | > loss_disc_real_3: 0.19629400968551636 (0.2055688899549944) | > loss_disc_real_4: 0.19719895720481873 (0.2062257701364057) | > loss_disc_real_5: 0.20407885313034058 (0.20386829117248803) | > loss_0: 2.2564940452575684 (2.236496200561524) | > grad_norm_0: tensor(45.2247, device='cuda:0') (tensor(56.2137, device='cuda:0')) | > loss_gen: 2.5824084281921387 (2.781076377671342) | > loss_kl: 2.1523756980895996 (2.147867753916774) | > loss_feat: 8.714666366577148 (8.455082909814244) | > loss_mel: 15.353558540344238 (15.045836081669249) | > loss_duration: 1.5940911769866943 (1.5989597327133698) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.3971004486084 (30.028822797577956) | > grad_norm_1: tensor(377.9247, device='cuda:0') (tensor(888.6973, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.8778 (0.9192880900152799) | > loader_time: 0.0146 (0.011471731909390144)  --> TIME: 2025-02-21 01:53:01 -- STEP: 775/924 -- GLOBAL_STEP: 174150 | > loss_disc: 2.334116220474243 (2.2368113560830403) | > loss_disc_real_0: 0.23514002561569214 (0.13052894713897828) | > loss_disc_real_1: 0.21169620752334595 (0.18990572887082255) | > loss_disc_real_2: 0.24049673974514008 (0.202480402377344) | > loss_disc_real_3: 0.21935974061489105 (0.20553352567457375) | > loss_disc_real_4: 0.25689640641212463 (0.20631435221241368) | > loss_disc_real_5: 0.205037921667099 (0.2038350412345702) | > loss_0: 2.334116220474243 (2.2368113560830403) | > grad_norm_0: tensor(79.7550, device='cuda:0') (tensor(56.3828, device='cuda:0')) | > loss_gen: 3.024221897125244 (2.782360756781795) | > loss_kl: 2.010214328765869 (2.146677288086183) | > loss_feat: 7.85985803604126 (8.457728250565065) | > loss_mel: 13.474609375 (15.04940367544851) | > loss_duration: 1.593685269355774 (1.5995104795886619) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.962587356567383 (30.03568040663196) | > grad_norm_1: tensor(669.9144, device='cuda:0') (tensor(893.4514, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.9292 (0.9193020882145051) | > loader_time: 0.0116 (0.011456309287778783)  --> TIME: 2025-02-21 01:53:47 -- STEP: 825/924 -- GLOBAL_STEP: 174200 | > loss_disc: 2.2206621170043945 (2.2367685257304797) | > loss_disc_real_0: 0.18034830689430237 (0.13013814960916809) | > loss_disc_real_1: 0.19767870008945465 (0.18996311978860336) | > loss_disc_real_2: 0.22015777230262756 (0.20234739254821435) | > loss_disc_real_3: 0.1983272135257721 (0.2055771359891602) | > loss_disc_real_4: 0.21818330883979797 (0.20645136616446755) | > loss_disc_real_5: 0.1933162957429886 (0.20373206606416994) | > loss_0: 2.2206621170043945 (2.2367685257304797) | > grad_norm_0: tensor(67.2385, device='cuda:0') (tensor(56.5833, device='cuda:0')) | > loss_gen: 2.846405267715454 (2.7832885016817053) | > loss_kl: 2.2320845127105713 (2.146774795416627) | > loss_feat: 8.553787231445312 (8.453842012231991) | > loss_mel: 15.092514991760254 (15.042496703176788) | > loss_duration: 1.5982608795166016 (1.5992898303812195) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.32305335998535 (30.025691819624466) | > grad_norm_1: tensor(1063.4987, device='cuda:0') (tensor(895.5475, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.927 (0.9191158976699366) | > loader_time: 0.0118 (0.011447547854799204)  --> TIME: 2025-02-21 01:54:34 -- STEP: 875/924 -- GLOBAL_STEP: 174250 | > loss_disc: 2.3360209465026855 (2.23532980101449) | > loss_disc_real_0: 0.20539191365242004 (0.12985625599963282) | > loss_disc_real_1: 0.17082823812961578 (0.18985072815418244) | > loss_disc_real_2: 0.18941549956798553 (0.2023106408800398) | > loss_disc_real_3: 0.1885596662759781 (0.20549587125437593) | > loss_disc_real_4: 0.22558815777301788 (0.2065016930784498) | > loss_disc_real_5: 0.2021518051624298 (0.20357774761744912) | > loss_0: 2.3360209465026855 (2.23532980101449) | > grad_norm_0: tensor(84.1930, device='cuda:0') (tensor(56.4226, device='cuda:0')) | > loss_gen: 2.6457836627960205 (2.7852944327763165) | > loss_kl: 2.17638897895813 (2.144176809038431) | > loss_feat: 7.605170726776123 (8.462081212724948) | > loss_mel: 14.756965637207031 (15.049530804225377) | > loss_duration: 1.6152468919754028 (1.5995038364955352) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.799556732177734 (30.040587066650392) | > grad_norm_1: tensor(710.1102, device='cuda:0') (tensor(902.0770, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.9458 (0.9186990171160017) | > loader_time: 0.0117 (0.011432096481323234)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.486083984375 (2.486083984375) | > loss_disc_real_0: 0.13386230170726776 (0.13386230170726776) | > loss_disc_real_1: 0.1807074397802353 (0.1807074397802353) | > loss_disc_real_2: 0.2369185984134674 (0.2369185984134674) | > loss_disc_real_3: 0.23410968482494354 (0.23410968482494354) | > loss_disc_real_4: 0.213686004281044 (0.213686004281044) | > loss_disc_real_5: 0.2149823158979416 (0.2149823158979416) | > loss_0: 2.486083984375 (2.486083984375) | > loss_gen: 2.2956647872924805 (2.2956647872924805) | > loss_kl: 2.1933467388153076 (2.1933467388153076) | > loss_feat: 6.870105266571045 (6.870105266571045) | > loss_mel: 12.866402626037598 (12.866402626037598) | > loss_duration: 1.6689202785491943 (1.6689202785491943) | > loss_1: 25.894441604614258 (25.894441604614258)  --> STEP: 1 | > loss_disc: 2.476173162460327 (2.476173162460327) | > loss_disc_real_0: 0.1711002141237259 (0.1711002141237259) | > loss_disc_real_1: 0.1697901487350464 (0.1697901487350464) | > loss_disc_real_2: 0.24485644698143005 (0.24485644698143005) | > loss_disc_real_3: 0.22784149646759033 (0.22784149646759033) | > loss_disc_real_4: 0.21650667488574982 (0.21650667488574982) | > loss_disc_real_5: 0.2337329387664795 (0.2337329387664795) | > loss_0: 2.476173162460327 (2.476173162460327) | > loss_gen: 2.281043529510498 (2.281043529510498) | > loss_kl: 2.084909677505493 (2.084909677505493) | > loss_feat: 7.171878814697266 (7.171878814697266) | > loss_mel: 13.699638366699219 (13.699638366699219) | > loss_duration: 1.69346284866333 (1.69346284866333) | > loss_1: 26.930932998657227 (26.930932998657227)  --> STEP: 2 | > loss_disc: 2.4289491176605225 (2.452561140060425) | > loss_disc_real_0: 0.14066092669963837 (0.15588057041168213) | > loss_disc_real_1: 0.16813355684280396 (0.16896185278892517) | > loss_disc_real_2: 0.22231803834438324 (0.23358724266290665) | > loss_disc_real_3: 0.21613770723342896 (0.22198960185050964) | > loss_disc_real_4: 0.22876785695552826 (0.22263726592063904) | > loss_disc_real_5: 0.20766717195510864 (0.22070005536079407) | > loss_0: 2.4289491176605225 (2.452561140060425) | > loss_gen: 2.272620916366577 (2.2768322229385376) | > loss_kl: 2.232294797897339 (2.158602237701416) | > loss_feat: 7.539693832397461 (7.355786323547363) | > loss_mel: 13.97998046875 (13.83980941772461) | > loss_duration: 1.589448094367981 (1.6414554715156555) | > loss_1: 27.614038467407227 (27.272485733032227)  --> STEP: 3 | > loss_disc: 2.4145126342773438 (2.439878304799398) | > loss_disc_real_0: 0.12939196825027466 (0.14705103635787964) | > loss_disc_real_1: 0.16099883615970612 (0.16630751391251883) | > loss_disc_real_2: 0.2229696363210678 (0.23004804054896036) | > loss_disc_real_3: 0.22544384002685547 (0.22314101457595825) | > loss_disc_real_4: 0.23375143110752106 (0.2263419876495997) | > loss_disc_real_5: 0.2067687213420868 (0.21605627735455832) | > loss_0: 2.4145126342773438 (2.439878304799398) | > loss_gen: 2.2925796508789062 (2.282081365585327) | > loss_kl: 2.080188751220703 (2.1324644088745117) | > loss_feat: 7.490166664123535 (7.400579770406087) | > loss_mel: 14.462374687194824 (14.047331174214682) | > loss_duration: 1.66452157497406 (1.649144172668457) | > loss_1: 27.989831924438477 (27.511601130167644)  --> STEP: 4 | > loss_disc: 2.3821377754211426 (2.425443172454834) | > loss_disc_real_0: 0.14009276032447815 (0.14531146734952927) | > loss_disc_real_1: 0.15471237897872925 (0.16340873017907143) | > loss_disc_real_2: 0.22756965458393097 (0.22942844405770302) | > loss_disc_real_3: 0.2253432720899582 (0.22369157895445824) | > loss_disc_real_4: 0.21794575452804565 (0.2242429293692112) | > loss_disc_real_5: 0.20407360792160034 (0.21306060999631882) | > loss_0: 2.3821377754211426 (2.425443172454834) | > loss_gen: 2.301154375076294 (2.286849617958069) | > loss_kl: 2.028573751449585 (2.10649174451828) | > loss_feat: 7.421997547149658 (7.40593421459198) | > loss_mel: 15.353645324707031 (14.373909711837769) | > loss_duration: 1.7459977865219116 (1.6733575761318207) | > loss_1: 28.851369857788086 (27.846543312072754)  --> STEP: 5 | > loss_disc: 2.0549778938293457 (2.351350116729736) | > loss_disc_real_0: 0.02466222643852234 (0.12118161916732788) | > loss_disc_real_1: 0.14578129351139069 (0.1598832428455353) | > loss_disc_real_2: 0.2623470425605774 (0.23601216375827788) | > loss_disc_real_3: 0.2712404131889343 (0.23320134580135346) | > loss_disc_real_4: 0.13244034349918365 (0.2058824121952057) | > loss_disc_real_5: 0.14356082677841187 (0.19916065335273742) | > loss_0: 2.0549778938293457 (2.351350116729736) | > loss_gen: 2.627108573913574 (2.35490140914917) | > loss_kl: 2.0915887355804443 (2.1035111427307127) | > loss_feat: 10.520306587219238 (8.028808689117431) | > loss_mel: 17.393815994262695 (14.977890968322754) | > loss_duration: 1.5349950790405273 (1.645685076713562) | > loss_1: 34.167816162109375 (29.110797882080078) --> EVAL PERFORMANCE | > avg_loader_time: 0.153319787979126 (-0.0020653247833251898) | > avg_loss_disc: 2.351350116729736 (-0.051542663574219105) | > avg_loss_disc_real_0: 0.12118161916732788 (-0.06303678154945373) | > avg_loss_disc_real_1: 0.1598832428455353 (-0.07725050449371337) | > avg_loss_disc_real_2: 0.23601216375827788 (-0.0210627019405365) | > avg_loss_disc_real_3: 0.23320134580135346 (+0.012052872776985163) | > avg_loss_disc_real_4: 0.2058824121952057 (-0.06158383488655089) | > avg_loss_disc_real_5: 0.19916065335273742 (-0.05268058180809021) | > avg_loss_0: 2.351350116729736 (-0.051542663574219105) | > avg_loss_gen: 2.35490140914917 (-0.42454319000244123) | > avg_loss_kl: 2.1035111427307127 (+0.1414143562316892) | > avg_loss_feat: 8.028808689117431 (+0.5109358787536618) | > avg_loss_mel: 14.977890968322754 (+0.6222394943237308) | > avg_loss_duration: 1.645685076713562 (+0.0023035049438475674) | > avg_loss_1: 29.110797882080078 (+0.8523502349853516)  > EPOCH: 139/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 01:55:27)   --> TIME: 2025-02-21 01:55:30 -- STEP: 1/924 -- GLOBAL_STEP: 174300 | > loss_disc: 2.2989745140075684 (2.2989745140075684) | > loss_disc_real_0: 0.10996445268392563 (0.10996445268392563) | > loss_disc_real_1: 0.18471454083919525 (0.18471454083919525) | > loss_disc_real_2: 0.21354170143604279 (0.21354170143604279) | > loss_disc_real_3: 0.19187995791435242 (0.19187995791435242) | > loss_disc_real_4: 0.21749389171600342 (0.21749389171600342) | > loss_disc_real_5: 0.1832648366689682 (0.1832648366689682) | > loss_0: 2.2989745140075684 (2.2989745140075684) | > grad_norm_0: tensor(46.9348, device='cuda:0') (tensor(46.9348, device='cuda:0')) | > loss_gen: 2.5447230339050293 (2.5447230339050293) | > loss_kl: 2.2670257091522217 (2.2670257091522217) | > loss_feat: 8.348258018493652 (8.348258018493652) | > loss_mel: 14.951620101928711 (14.951620101928711) | > loss_duration: 1.6021184921264648 (1.6021184921264648) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.7137451171875 (29.7137451171875) | > grad_norm_1: tensor(878.2014, device='cuda:0') (tensor(878.2014, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.9363 (0.9362859725952148) | > loader_time: 0.0156 (0.015606880187988281)  --> TIME: 2025-02-21 01:56:17 -- STEP: 51/924 -- GLOBAL_STEP: 174350 | > loss_disc: 2.218390941619873 (2.2480958957298123) | > loss_disc_real_0: 0.17504443228244781 (0.13794796417156857) | > loss_disc_real_1: 0.2021566778421402 (0.1899097518009298) | > loss_disc_real_2: 0.1582946628332138 (0.20258505759285947) | > loss_disc_real_3: 0.21801935136318207 (0.20795324590860628) | > loss_disc_real_4: 0.19299589097499847 (0.205854284120541) | > loss_disc_real_5: 0.20711174607276917 (0.20102478476131663) | > loss_0: 2.218390941619873 (2.2480958957298123) | > grad_norm_0: tensor(54.6784, device='cuda:0') (tensor(54.5876, device='cuda:0')) | > loss_gen: 2.752117156982422 (2.774483596577364) | > loss_kl: 2.2760117053985596 (2.1242340662900143) | > loss_feat: 8.192220687866211 (8.336037804098693) | > loss_mel: 14.725419998168945 (14.925439254910339) | > loss_duration: 1.6452041864395142 (1.6027781776353425) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.590974807739258 (29.762972925223558) | > grad_norm_1: tensor(996.7787, device='cuda:0') (tensor(891.1497, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.9038 (0.917476121117087) | > loader_time: 0.011 (0.011409072314991671)  --> TIME: 2025-02-21 01:57:04 -- STEP: 101/924 -- GLOBAL_STEP: 174400 | > loss_disc: 2.1889214515686035 (2.244634684949818) | > loss_disc_real_0: 0.20824173092842102 (0.13700304770528685) | > loss_disc_real_1: 0.2020237147808075 (0.1897785650326474) | > loss_disc_real_2: 0.22828395664691925 (0.2008857281491308) | > loss_disc_real_3: 0.23198698461055756 (0.20734331823221527) | > loss_disc_real_4: 0.243159681558609 (0.20636341934747038) | > loss_disc_real_5: 0.20387546718120575 (0.20198844210936293) | > loss_0: 2.1889214515686035 (2.244634684949818) | > grad_norm_0: tensor(91.2217, device='cuda:0') (tensor(56.9791, device='cuda:0')) | > loss_gen: 3.090641498565674 (2.773144941518802) | > loss_kl: 2.2065231800079346 (2.108703117559452) | > loss_feat: 8.838150978088379 (8.426593756911782) | > loss_mel: 15.079432487487793 (15.076707075137904) | > loss_duration: 1.5980496406555176 (1.5988408008424362) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.81279754638672 (29.983989677806893) | > grad_norm_1: tensor(1117.5562, device='cuda:0') (tensor(897.5114, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.9476 (0.9177427882015115) | > loader_time: 0.0109 (0.01146693512944892)  --> TIME: 2025-02-21 01:57:50 -- STEP: 151/924 -- GLOBAL_STEP: 174450 | > loss_disc: 2.2246007919311523 (2.244350849397925) | > loss_disc_real_0: 0.07054004073143005 (0.13374158330508418) | > loss_disc_real_1: 0.18415020406246185 (0.19000661234981972) | > loss_disc_real_2: 0.17520903050899506 (0.20206388387064267) | > loss_disc_real_3: 0.18791739642620087 (0.20708780987373251) | > loss_disc_real_4: 0.20237623155117035 (0.2069962084885465) | > loss_disc_real_5: 0.15166790783405304 (0.20261069273711832) | > loss_0: 2.2246007919311523 (2.244350849397925) | > grad_norm_0: tensor(58.1081, device='cuda:0') (tensor(53.8391, device='cuda:0')) | > loss_gen: 2.7721824645996094 (2.7608233887628217) | > loss_kl: 2.0607974529266357 (2.116447132154806) | > loss_feat: 8.834410667419434 (8.415341007788452) | > loss_mel: 14.745803833007812 (15.098575749934115) | > loss_duration: 1.5891295671463013 (1.599380924212222) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.0023250579834 (29.99056823679943) | > grad_norm_1: tensor(1066.5454, device='cuda:0') (tensor(885.4003, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.9336 (0.9188928083078751) | > loader_time: 0.0109 (0.011372070438814476)  --> TIME: 2025-02-21 01:58:37 -- STEP: 201/924 -- GLOBAL_STEP: 174500 | > loss_disc: 2.2357616424560547 (2.2429711077343764) | > loss_disc_real_0: 0.1724400669336319 (0.1333212771856074) | > loss_disc_real_1: 0.19060522317886353 (0.19020057977432042) | > loss_disc_real_2: 0.1925646960735321 (0.2027289478191689) | > loss_disc_real_3: 0.21053901314735413 (0.2068842080102038) | > loss_disc_real_4: 0.1910884827375412 (0.2066636677849945) | > loss_disc_real_5: 0.2003086656332016 (0.20241705302278798) | > loss_0: 2.2357616424560547 (2.2429711077343764) | > grad_norm_0: tensor(82.7475, device='cuda:0') (tensor(54.4218, device='cuda:0')) | > loss_gen: 2.870436668395996 (2.773394772069372) | > loss_kl: 2.2060959339141846 (2.1258586585818255) | > loss_feat: 8.599374771118164 (8.455569587536719) | > loss_mel: 14.5614013671875 (15.154911790914204) | > loss_duration: 1.6103659868240356 (1.5971357170029066) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.847675323486328 (30.10687050890567) | > grad_norm_1: tensor(1275.9286, device='cuda:0') (tensor(884.5230, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.9363 (0.9201557671845849) | > loader_time: 0.0117 (0.011451604947521907)  --> TIME: 2025-02-21 01:59:24 -- STEP: 251/924 -- GLOBAL_STEP: 174550 | > loss_disc: 2.2095136642456055 (2.239602289826746) | > loss_disc_real_0: 0.08470871299505234 (0.13269417648355805) | > loss_disc_real_1: 0.1824251115322113 (0.18992389655445677) | > loss_disc_real_2: 0.22852905094623566 (0.20242293903314734) | > loss_disc_real_3: 0.2144092470407486 (0.20678301618631142) | > loss_disc_real_4: 0.22177888453006744 (0.20625708403577842) | > loss_disc_real_5: 0.20250621438026428 (0.20229463213943394) | > loss_0: 2.2095136642456055 (2.239602289826746) | > grad_norm_0: tensor(43.9959, device='cuda:0') (tensor(54.8176, device='cuda:0')) | > loss_gen: 2.872760057449341 (2.780249449361369) | > loss_kl: 2.0430192947387695 (2.1295261169334814) | > loss_feat: 8.361268043518066 (8.455931895282642) | > loss_mel: 14.103767395019531 (15.106962815698875) | > loss_duration: 1.5949006080627441 (1.598434193200799) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.97571563720703 (30.071104475226534) | > grad_norm_1: tensor(490.4543, device='cuda:0') (tensor(878.4650, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.8703 (0.9198304049047341) | > loader_time: 0.0101 (0.011401797670767124)  --> TIME: 2025-02-21 02:00:11 -- STEP: 301/924 -- GLOBAL_STEP: 174600 | > loss_disc: 2.196753978729248 (2.235205839242649) | > loss_disc_real_0: 0.11174029856920242 (0.13117831827843712) | > loss_disc_real_1: 0.1784566193819046 (0.1896697166948223) | > loss_disc_real_2: 0.19730475544929504 (0.20266569423121072) | > loss_disc_real_3: 0.22386005520820618 (0.2061795739339436) | > loss_disc_real_4: 0.21867966651916504 (0.20636238038935936) | > loss_disc_real_5: 0.1787693351507187 (0.20211794051617082) | > loss_0: 2.196753978729248 (2.235205839242649) | > grad_norm_0: tensor(29.2412, device='cuda:0') (tensor(54.5215, device='cuda:0')) | > loss_gen: 2.747584581375122 (2.778293845661455) | > loss_kl: 2.12263822555542 (2.1288520885860427) | > loss_feat: 7.903120994567871 (8.454356782856186) | > loss_mel: 14.105931282043457 (15.073911372213269) | > loss_duration: 1.5870939493179321 (1.5986013574853688) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.46636962890625 (30.03401545907968) | > grad_norm_1: tensor(950.3592, device='cuda:0') (tensor(892.5129, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.8966 (0.9195205975212528) | > loader_time: 0.0104 (0.01131804520109563)  --> TIME: 2025-02-21 02:00:58 -- STEP: 351/924 -- GLOBAL_STEP: 174650 | > loss_disc: 2.1913225650787354 (2.237108753277704) | > loss_disc_real_0: 0.17200544476509094 (0.13213318387879613) | > loss_disc_real_1: 0.17646150290966034 (0.18919207970810747) | > loss_disc_real_2: 0.18637526035308838 (0.20244550008719464) | > loss_disc_real_3: 0.20574083924293518 (0.206211836334647) | > loss_disc_real_4: 0.19423730671405792 (0.20641714567981903) | > loss_disc_real_5: 0.17181050777435303 (0.2025580722467172) | > loss_0: 2.1913225650787354 (2.237108753277704) | > grad_norm_0: tensor(48.4291, device='cuda:0') (tensor(55.0580, device='cuda:0')) | > loss_gen: 2.910808563232422 (2.778835497690403) | > loss_kl: 2.1195132732391357 (2.1284327214939327) | > loss_feat: 8.377161026000977 (8.453957935344128) | > loss_mel: 14.848138809204102 (15.063507156154708) | > loss_duration: 1.571557879447937 (1.5990486443891825) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.827180862426758 (30.023781942166494) | > grad_norm_1: tensor(956.9930, device='cuda:0') (tensor(895.9334, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.941 (0.9199229387136606) | > loader_time: 0.011 (0.011326456341648371)  --> TIME: 2025-02-21 02:01:44 -- STEP: 401/924 -- GLOBAL_STEP: 174700 | > loss_disc: 2.0705926418304443 (2.2358373843523616) | > loss_disc_real_0: 0.09378037601709366 (0.13170773650233897) | > loss_disc_real_1: 0.17462502419948578 (0.18924575245142575) | > loss_disc_real_2: 0.18265917897224426 (0.20239108726568056) | > loss_disc_real_3: 0.1838206946849823 (0.20638053353290609) | > loss_disc_real_4: 0.18675392866134644 (0.20626456556177503) | > loss_disc_real_5: 0.23016241192817688 (0.20267393794886188) | > loss_0: 2.0705926418304443 (2.2358373843523616) | > grad_norm_0: tensor(67.8418, device='cuda:0') (tensor(55.9077, device='cuda:0')) | > loss_gen: 2.9722607135772705 (2.7842374097676656) | > loss_kl: 2.102369785308838 (2.1290866757866174) | > loss_feat: 9.34054946899414 (8.469941315210985) | > loss_mel: 15.841440200805664 (15.077049562164078) | > loss_duration: 1.553502082824707 (1.5990407793896453) | > amp_scaler: 128.0 (129.2768079800499) | > loss_1: 31.810123443603516 (30.059355695348724) | > grad_norm_1: tensor(1310.5021, device='cuda:0') (tensor(901.0878, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.9037 (0.9196573064808834) | > loader_time: 0.0106 (0.011281208504465151)  --> TIME: 2025-02-21 02:02:32 -- STEP: 451/924 -- GLOBAL_STEP: 174750 | > loss_disc: 2.2129056453704834 (2.2372244215857413) | > loss_disc_real_0: 0.16039158403873444 (0.13124621768550182) | > loss_disc_real_1: 0.16014713048934937 (0.1894225869038681) | > loss_disc_real_2: 0.16841557621955872 (0.20257045890301664) | > loss_disc_real_3: 0.17880591750144958 (0.2065531177623838) | > loss_disc_real_4: 0.1813327819108963 (0.20656573257002234) | > loss_disc_real_5: 0.19438950717449188 (0.20295789140687545) | > loss_0: 2.2129056453704834 (2.2372244215857413) | > grad_norm_0: tensor(88.8518, device='cuda:0') (tensor(56.1040, device='cuda:0')) | > loss_gen: 2.7566022872924805 (2.783598793055161) | > loss_kl: 2.0242629051208496 (2.128208462784932) | > loss_feat: 9.16205883026123 (8.462210684816498) | > loss_mel: 15.616242408752441 (15.072113897742295) | > loss_duration: 1.5891317129135132 (1.5990992131624413) | > amp_scaler: 128.0 (129.13525498891363) | > loss_1: 31.148298263549805 (30.045231026186382) | > grad_norm_1: tensor(1109.0205, device='cuda:0') (tensor(905.7258, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.8877 (0.920650582091507) | > loader_time: 0.0102 (0.011247605812258832)  --> TIME: 2025-02-21 02:03:19 -- STEP: 501/924 -- GLOBAL_STEP: 174800 | > loss_disc: 2.2419981956481934 (2.2368598476855324) | > loss_disc_real_0: 0.10566207766532898 (0.13045438422176409) | > loss_disc_real_1: 0.17237301170825958 (0.1897673057224936) | > loss_disc_real_2: 0.1833384931087494 (0.20237299573873568) | > loss_disc_real_3: 0.19900910556316376 (0.20661768388605406) | > loss_disc_real_4: 0.22553189098834991 (0.2064130588205989) | > loss_disc_real_5: 0.2048797458410263 (0.20330742700490168) | > loss_0: 2.2419981956481934 (2.2368598476855324) | > grad_norm_0: tensor(43.2736, device='cuda:0') (tensor(55.7788, device='cuda:0')) | > loss_gen: 2.7373454570770264 (2.784895733682934) | > loss_kl: 1.9963412284851074 (2.130714931649839) | > loss_feat: 8.431007385253906 (8.457967062434285) | > loss_mel: 14.988866806030273 (15.07685814931721) | > loss_duration: 1.5798417329788208 (1.599379106196101) | > amp_scaler: 128.0 (129.02195608782455) | > loss_1: 29.733402252197266 (30.049814947588953) | > grad_norm_1: tensor(1020.0039, device='cuda:0') (tensor(909.4462, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.9259 (0.9209567977044872) | > loader_time: 0.0124 (0.0112787925316664)  --> TIME: 2025-02-21 02:04:05 -- STEP: 551/924 -- GLOBAL_STEP: 174850 | > loss_disc: 2.1959657669067383 (2.235827092250331) | > loss_disc_real_0: 0.16712063550949097 (0.13186122702194641) | > loss_disc_real_1: 0.18513652682304382 (0.1896764031609693) | > loss_disc_real_2: 0.1949624866247177 (0.20209126858659318) | > loss_disc_real_3: 0.16076163947582245 (0.20632069935166902) | > loss_disc_real_4: 0.17221666872501373 (0.20597399373668943) | > loss_disc_real_5: 0.20696206390857697 (0.20273403755766078) | > loss_0: 2.1959657669067383 (2.235827092250331) | > grad_norm_0: tensor(50.7089, device='cuda:0') (tensor(56.1507, device='cuda:0')) | > loss_gen: 2.802725076675415 (2.789717032991607) | > loss_kl: 2.0738677978515625 (2.132717108769772) | > loss_feat: 9.173712730407715 (8.469056022145582) | > loss_mel: 15.298828125 (15.079521390357597) | > loss_duration: 1.5572307109832764 (1.5997154736475587) | > amp_scaler: 128.0 (128.92921960072607) | > loss_1: 30.90636444091797 (30.070726990050716) | > grad_norm_1: tensor(894.4584, device='cuda:0') (tensor(904.9942, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.9079 (0.9208876506819266) | > loader_time: 0.0105 (0.011297941640587334)  --> TIME: 2025-02-21 02:04:52 -- STEP: 601/924 -- GLOBAL_STEP: 174900 | > loss_disc: 2.3647208213806152 (2.2358447210165893) | > loss_disc_real_0: 0.14224012196063995 (0.13165739841275714) | > loss_disc_real_1: 0.20942579209804535 (0.18966122968323812) | > loss_disc_real_2: 0.20356212556362152 (0.20220797554823786) | > loss_disc_real_3: 0.21436820924282074 (0.2060957379428401) | > loss_disc_real_4: 0.1893766075372696 (0.20584521443891443) | > loss_disc_real_5: 0.18774738907814026 (0.20299043128276228) | > loss_0: 2.3647208213806152 (2.2358447210165893) | > grad_norm_0: tensor(34.2772, device='cuda:0') (tensor(54.2721, device='cuda:0')) | > loss_gen: 2.434391736984253 (2.782802315996015) | > loss_kl: 2.263721466064453 (2.132614483055776) | > loss_feat: 6.90667724609375 (8.463075252221952) | > loss_mel: 12.880284309387207 (15.079992292724711) | > loss_duration: 1.62465500831604 (1.5996202690629118) | > amp_scaler: 128.0 (128.85191347753752) | > loss_1: 26.10972785949707 (30.058104567440495) | > grad_norm_1: tensor(444.7781, device='cuda:0') (tensor(884.4102, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.9304 (0.9204537372620848) | > loader_time: 0.0115 (0.011306642097562006)  --> TIME: 2025-02-21 02:05:39 -- STEP: 651/924 -- GLOBAL_STEP: 174950 | > loss_disc: 2.209506034851074 (2.236231258021703) | > loss_disc_real_0: 0.12407194077968597 (0.1317086802672497) | > loss_disc_real_1: 0.19560639560222626 (0.18987428977192822) | > loss_disc_real_2: 0.18374375998973846 (0.20236382703261063) | > loss_disc_real_3: 0.17986488342285156 (0.20601581771802244) | > loss_disc_real_4: 0.21045531332492828 (0.20599789029350657) | > loss_disc_real_5: 0.2058299034833908 (0.20291476063830888) | > loss_0: 2.209506034851074 (2.236231258021703) | > grad_norm_0: tensor(66.3001, device='cuda:0') (tensor(54.2977, device='cuda:0')) | > loss_gen: 2.7906196117401123 (2.7824614850057445) | > loss_kl: 2.1862852573394775 (2.1326170912536084) | > loss_feat: 9.153684616088867 (8.460840502092921) | > loss_mel: 15.009440422058105 (15.086086988082862) | > loss_duration: 1.6146941184997559 (1.5992636314368658) | > amp_scaler: 128.0 (128.78648233486942) | > loss_1: 30.754724502563477 (30.06126962828746) | > grad_norm_1: tensor(1384.5223, device='cuda:0') (tensor(888.3742, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.9266 (0.920209449190881) | > loader_time: 0.0116 (0.011308499012491487)  --> TIME: 2025-02-21 02:06:25 -- STEP: 701/924 -- GLOBAL_STEP: 175000 | > loss_disc: 2.187840223312378 (2.2344698434889554) | > loss_disc_real_0: 0.12422420084476471 (0.13184447806546407) | > loss_disc_real_1: 0.19461600482463837 (0.189584053447005) | > loss_disc_real_2: 0.1825970560312271 (0.2021854658439733) | > loss_disc_real_3: 0.15708698332309723 (0.20586569460584503) | > loss_disc_real_4: 0.16231085360050201 (0.2057884563818127) | > loss_disc_real_5: 0.19801095128059387 (0.20261644738887083) | > loss_0: 2.187840223312378 (2.2344698434889554) | > grad_norm_0: tensor(64.6669, device='cuda:0') (tensor(54.5963, device='cuda:0')) | > loss_gen: 2.851510763168335 (2.786497598027708) | > loss_kl: 2.1605093479156494 (2.1356515244988685) | > loss_feat: 8.95987319946289 (8.47520663904905) | > loss_mel: 15.200016975402832 (15.094051343398155) | > loss_duration: 1.5680534839630127 (1.5995872112551708) | > amp_scaler: 128.0 (128.73038516405134) | > loss_1: 30.739965438842773 (30.090994259430236) | > grad_norm_1: tensor(993.0376, device='cuda:0') (tensor(891.7612, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.9248 (0.9199732094790558) | > loader_time: 0.0113 (0.011307020160168962) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_175000.pth  --> TIME: 2025-02-21 02:07:15 -- STEP: 751/924 -- GLOBAL_STEP: 175050 | > loss_disc: 2.19132399559021 (2.2351820238738176) | > loss_disc_real_0: 0.1840871423482895 (0.13179677679202204) | > loss_disc_real_1: 0.1993855983018875 (0.18962891092313106) | > loss_disc_real_2: 0.19480979442596436 (0.20221039301625252) | > loss_disc_real_3: 0.22697266936302185 (0.20597997871283366) | > loss_disc_real_4: 0.1924794614315033 (0.2057330918693034) | > loss_disc_real_5: 0.21741044521331787 (0.20287911843920206) | > loss_0: 2.19132399559021 (2.2351820238738176) | > grad_norm_0: tensor(92.0176, device='cuda:0') (tensor(54.5166, device='cuda:0')) | > loss_gen: 2.8799877166748047 (2.7851604494686644) | > loss_kl: 2.0123932361602783 (2.132573746174533) | > loss_feat: 8.726642608642578 (8.474355974464045) | > loss_mel: 16.570058822631836 (15.109890032386017) | > loss_duration: 1.5924351215362549 (1.599523765586823) | > amp_scaler: 128.0 (128.68175765645807) | > loss_1: 31.781517028808594 (30.10150391315811) | > grad_norm_1: tensor(1261.3019, device='cuda:0') (tensor(882.4188, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.9013 (0.9197858430732899) | > loader_time: 0.0107 (0.011318249645309347)  --> TIME: 2025-02-21 02:08:01 -- STEP: 801/924 -- GLOBAL_STEP: 175100 | > loss_disc: 2.249828338623047 (2.2355535603343446) | > loss_disc_real_0: 0.08174680173397064 (0.13204582329006953) | > loss_disc_real_1: 0.18534760177135468 (0.18949124916513604) | > loss_disc_real_2: 0.2071535736322403 (0.20221985627277353) | > loss_disc_real_3: 0.2284071445465088 (0.2060093619254942) | > loss_disc_real_4: 0.20058035850524902 (0.2059128361099519) | > loss_disc_real_5: 0.2036278396844864 (0.20272132093912362) | > loss_0: 2.249828338623047 (2.2355535603343446) | > grad_norm_0: tensor(31.6699, device='cuda:0') (tensor(54.4887, device='cuda:0')) | > loss_gen: 2.8229825496673584 (2.7853043522876484) | > loss_kl: 2.16479229927063 (2.1315114517485725) | > loss_feat: 8.930352210998535 (8.469200453359372) | > loss_mel: 15.318585395812988 (15.09778808684236) | > loss_duration: 1.5948524475097656 (1.5998237828041588) | > amp_scaler: 128.0 (128.6392009987516) | > loss_1: 30.831565856933594 (30.083628091323988) | > grad_norm_1: tensor(783.6164, device='cuda:0') (tensor(876.6368, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.8963 (0.9186859967259134) | > loader_time: 0.0117 (0.011336928449766467)  --> TIME: 2025-02-21 02:08:47 -- STEP: 851/924 -- GLOBAL_STEP: 175150 | > loss_disc: 2.4026894569396973 (2.2354087295879594) | > loss_disc_real_0: 0.10183591395616531 (0.1318469404578908) | > loss_disc_real_1: 0.20649993419647217 (0.1895215589592515) | > loss_disc_real_2: 0.24298332631587982 (0.20241676959111735) | > loss_disc_real_3: 0.26150330901145935 (0.20598359780712217) | > loss_disc_real_4: 0.22751030325889587 (0.2058817644271951) | > loss_disc_real_5: 0.2298080027103424 (0.20284344229658965) | > loss_0: 2.4026894569396973 (2.2354087295879594) | > grad_norm_0: tensor(40.6061, device='cuda:0') (tensor(54.2774, device='cuda:0')) | > loss_gen: 2.4649477005004883 (2.784664918617135) | > loss_kl: 2.061572551727295 (2.1319120938853535) | > loss_feat: 6.140834808349609 (8.465409095082798) | > loss_mel: 13.443894386291504 (15.092227370982725) | > loss_duration: 1.6011611223220825 (1.599581890744973) | > amp_scaler: 128.0 (128.60164512338434) | > loss_1: 25.71240997314453 (30.073795332051333) | > grad_norm_1: tensor(252.0938, device='cuda:0') (tensor(875.7732, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.8931 (0.9179296174144633) | > loader_time: 0.0106 (0.011345575054720062)  --> TIME: 2025-02-21 02:09:33 -- STEP: 901/924 -- GLOBAL_STEP: 175200 | > loss_disc: 2.3387017250061035 (2.2335742330974506) | > loss_disc_real_0: 0.161885604262352 (0.1316132232646035) | > loss_disc_real_1: 0.22758659720420837 (0.18950963137747837) | > loss_disc_real_2: 0.22697968780994415 (0.20237843598033417) | > loss_disc_real_3: 0.20654019713401794 (0.20565353127219171) | > loss_disc_real_4: 0.215687558054924 (0.20569314935826563) | > loss_disc_real_5: 0.21674604713916779 (0.2027011026155936) | > loss_0: 2.3387017250061035 (2.2335742330974506) | > grad_norm_0: tensor(36.9411, device='cuda:0') (tensor(54.3809, device='cuda:0')) | > loss_gen: 2.601431131362915 (2.7872628427372157) | > loss_kl: 2.2734975814819336 (2.132176673504936) | > loss_feat: 7.201484680175781 (8.476485061857197) | > loss_mel: 13.697526931762695 (15.103430206053265) | > loss_duration: 1.625363826751709 (1.5997163867050752) | > amp_scaler: 128.0 (128.56825749167606) | > loss_1: 27.399303436279297 (30.099071153393066) | > grad_norm_1: tensor(802.0894, device='cuda:0') (tensor(876.5901, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.933 (0.9172343723517279) | > loader_time: 0.0116 (0.011356157415053424)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2865095138549805 (2.2865095138549805) | > loss_disc_real_0: 0.13606949150562286 (0.13606949150562286) | > loss_disc_real_1: 0.19849318265914917 (0.19849318265914917) | > loss_disc_real_2: 0.24554674327373505 (0.24554674327373505) | > loss_disc_real_3: 0.21053168177604675 (0.21053168177604675) | > loss_disc_real_4: 0.16943499445915222 (0.16943499445915222) | > loss_disc_real_5: 0.19911068677902222 (0.19911068677902222) | > loss_0: 2.2865095138549805 (2.2865095138549805) | > loss_gen: 2.5155153274536133 (2.5155153274536133) | > loss_kl: 2.1747539043426514 (2.1747539043426514) | > loss_feat: 7.532165050506592 (7.532165050506592) | > loss_mel: 12.723287582397461 (12.723287582397461) | > loss_duration: 1.6807658672332764 (1.6807658672332764) | > loss_1: 26.62648582458496 (26.62648582458496)  --> STEP: 1 | > loss_disc: 2.339254379272461 (2.339254379272461) | > loss_disc_real_0: 0.15175504982471466 (0.15175504982471466) | > loss_disc_real_1: 0.20805220305919647 (0.20805220305919647) | > loss_disc_real_2: 0.2495933473110199 (0.2495933473110199) | > loss_disc_real_3: 0.22676920890808105 (0.22676920890808105) | > loss_disc_real_4: 0.18322663009166718 (0.18322663009166718) | > loss_disc_real_5: 0.18348953127861023 (0.18348953127861023) | > loss_0: 2.339254379272461 (2.339254379272461) | > loss_gen: 2.5230681896209717 (2.5230681896209717) | > loss_kl: 2.1211726665496826 (2.1211726665496826) | > loss_feat: 7.3083953857421875 (7.3083953857421875) | > loss_mel: 12.476920127868652 (12.476920127868652) | > loss_duration: 1.6918299198150635 (1.6918299198150635) | > loss_1: 26.12138557434082 (26.12138557434082)  --> STEP: 2 | > loss_disc: 2.3065624237060547 (2.322908401489258) | > loss_disc_real_0: 0.10284220427274704 (0.12729862704873085) | > loss_disc_real_1: 0.20171846449375153 (0.204885333776474) | > loss_disc_real_2: 0.25725221633911133 (0.2534227818250656) | > loss_disc_real_3: 0.22249707579612732 (0.2246331423521042) | > loss_disc_real_4: 0.18316808342933655 (0.18319735676050186) | > loss_disc_real_5: 0.16900767385959625 (0.17624860256910324) | > loss_0: 2.3065624237060547 (2.322908401489258) | > loss_gen: 2.5136775970458984 (2.518372893333435) | > loss_kl: 2.1149587631225586 (2.1180657148361206) | > loss_feat: 8.315998077392578 (7.812196731567383) | > loss_mel: 14.633893966674805 (13.555407047271729) | > loss_duration: 1.5773036479949951 (1.6345667839050293) | > loss_1: 29.15583038330078 (27.6386079788208)  --> STEP: 3 | > loss_disc: 2.405164957046509 (2.350327253341675) | > loss_disc_real_0: 0.1415126472711563 (0.13203663378953934) | > loss_disc_real_1: 0.20810213685035706 (0.20595760146776834) | > loss_disc_real_2: 0.24917298555374146 (0.2520061830679576) | > loss_disc_real_3: 0.22662457823753357 (0.22529695431391397) | > loss_disc_real_4: 0.17581363022327423 (0.180736114581426) | > loss_disc_real_5: 0.21387197077274323 (0.1887897253036499) | > loss_0: 2.405164957046509 (2.350327253341675) | > loss_gen: 2.4371368885040283 (2.4912942250569663) | > loss_kl: 2.0778250694274902 (2.104652166366577) | > loss_feat: 7.438035488128662 (7.6874763170878095) | > loss_mel: 13.691339492797852 (13.600717862447103) | > loss_duration: 1.6713117361068726 (1.6468151013056438) | > loss_1: 27.315649032592773 (27.530954996744793)  --> STEP: 4 | > loss_disc: 2.2921180725097656 (2.3357749581336975) | > loss_disc_real_0: 0.13142980635166168 (0.13188492693006992) | > loss_disc_real_1: 0.20394013822078705 (0.20545323565602303) | > loss_disc_real_2: 0.23870770633220673 (0.24868156388401985) | > loss_disc_real_3: 0.22528429329395294 (0.22529378905892372) | > loss_disc_real_4: 0.1719389259815216 (0.1785368174314499) | > loss_disc_real_5: 0.17747880518436432 (0.1859619952738285) | > loss_0: 2.2921180725097656 (2.3357749581336975) | > loss_gen: 2.5457754135131836 (2.5049145221710205) | > loss_kl: 2.0891973972320557 (2.1007884740829468) | > loss_feat: 8.048835754394531 (7.77781617641449) | > loss_mel: 13.56669807434082 (13.592212915420532) | > loss_duration: 1.7755893468856812 (1.679008662700653) | > loss_1: 28.02609634399414 (27.65474033355713)  --> STEP: 5 | > loss_disc: 2.209437131881714 (2.310507392883301) | > loss_disc_real_0: 0.15546786785125732 (0.1366015151143074) | > loss_disc_real_1: 0.24518194794654846 (0.2133989781141281) | > loss_disc_real_2: 0.26057714223861694 (0.25106067955493927) | > loss_disc_real_3: 0.23578402400016785 (0.22739183604717256) | > loss_disc_real_4: 0.22588585317134857 (0.18800662457942963) | > loss_disc_real_5: 0.19371815025806427 (0.18751322627067565) | > loss_0: 2.209437131881714 (2.310507392883301) | > loss_gen: 2.909965753555298 (2.585924768447876) | > loss_kl: 1.7501208782196045 (2.030654954910278) | > loss_feat: 8.00641918182373 (7.823536777496338) | > loss_mel: 15.889246940612793 (14.051619720458984) | > loss_duration: 1.5194647312164307 (1.6470998764038085) | > loss_1: 30.07521629333496 (28.138835525512697) --> EVAL PERFORMANCE | > avg_loader_time: 0.15572514533996581 (+0.002405357360839827) | > avg_loss_disc: 2.310507392883301 (-0.04084272384643528) | > avg_loss_disc_real_0: 0.1366015151143074 (+0.015419895946979525) | > avg_loss_disc_real_1: 0.2133989781141281 (+0.05351573526859282) | > avg_loss_disc_real_2: 0.25106067955493927 (+0.015048515796661388) | > avg_loss_disc_real_3: 0.22739183604717256 (-0.005809509754180903) | > avg_loss_disc_real_4: 0.18800662457942963 (-0.017875787615776073) | > avg_loss_disc_real_5: 0.18751322627067565 (-0.011647427082061762) | > avg_loss_0: 2.310507392883301 (-0.04084272384643528) | > avg_loss_gen: 2.585924768447876 (+0.23102335929870588) | > avg_loss_kl: 2.030654954910278 (-0.07285618782043457) | > avg_loss_feat: 7.823536777496338 (-0.20527191162109304) | > avg_loss_mel: 14.051619720458984 (-0.9262712478637702) | > avg_loss_duration: 1.6470998764038085 (+0.0014147996902464932) | > avg_loss_1: 28.138835525512697 (-0.9719623565673814)  > EPOCH: 140/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 02:10:02)   --> TIME: 2025-02-21 02:10:30 -- STEP: 27/924 -- GLOBAL_STEP: 175250 | > loss_disc: 2.0828988552093506 (2.229648810845834) | > loss_disc_real_0: 0.09174409508705139 (0.13347106647712212) | > loss_disc_real_1: 0.14951349794864655 (0.18741664897512506) | > loss_disc_real_2: 0.19539284706115723 (0.20278591248724195) | > loss_disc_real_3: 0.18365420401096344 (0.20196875543506057) | > loss_disc_real_4: 0.1922006607055664 (0.20431495319913934) | > loss_disc_real_5: 0.17968429625034332 (0.20249555453106208) | > loss_0: 2.0828988552093506 (2.229648810845834) | > grad_norm_0: tensor(51.1594, device='cuda:0') (tensor(49.8582, device='cuda:0')) | > loss_gen: 2.874683380126953 (2.7300814522637262) | > loss_kl: 2.2087364196777344 (2.169713722334967) | > loss_feat: 9.452800750732422 (8.356262083406799) | > loss_mel: 16.212547302246094 (15.112828431306061) | > loss_duration: 1.652895212173462 (1.5954362154006958) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.40166473388672 (29.964321984185112) | > grad_norm_1: tensor(660.8279, device='cuda:0') (tensor(668.8073, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.9061 (0.9319861818242956) | > loader_time: 0.0105 (0.01077978699295609)  --> TIME: 2025-02-21 02:11:17 -- STEP: 77/924 -- GLOBAL_STEP: 175300 | > loss_disc: 2.3355300426483154 (2.244715018705888) | > loss_disc_real_0: 0.23033198714256287 (0.14177497539233858) | > loss_disc_real_1: 0.18300920724868774 (0.18803931385665743) | > loss_disc_real_2: 0.2076883167028427 (0.20170642764537366) | > loss_disc_real_3: 0.23782329261302948 (0.20329047681449294) | > loss_disc_real_4: 0.19874751567840576 (0.2054087980227037) | > loss_disc_real_5: 0.26648688316345215 (0.20418710871176285) | > loss_0: 2.3355300426483154 (2.244715018705888) | > grad_norm_0: tensor(81.6345, device='cuda:0') (tensor(52.0581, device='cuda:0')) | > loss_gen: 3.0647623538970947 (2.76646106274097) | > loss_kl: 2.49090313911438 (2.1589147363390246) | > loss_feat: 9.062555313110352 (8.412602604209601) | > loss_mel: 15.66622257232666 (15.007804362804858) | > loss_duration: 1.5485161542892456 (1.5977709076621314) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.832958221435547 (29.943553800706738) | > grad_norm_1: tensor(930.0540, device='cuda:0') (tensor(737.9644, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.924 (0.9252211706978934) | > loader_time: 0.0116 (0.011103434996171434)  --> TIME: 2025-02-21 02:12:03 -- STEP: 127/924 -- GLOBAL_STEP: 175350 | > loss_disc: 2.097128391265869 (2.232254063989234) | > loss_disc_real_0: 0.06282896548509598 (0.13511392931769228) | > loss_disc_real_1: 0.19789838790893555 (0.18831060932377192) | > loss_disc_real_2: 0.15576542913913727 (0.20084308439821708) | > loss_disc_real_3: 0.23515205085277557 (0.2038186208938989) | > loss_disc_real_4: 0.17674756050109863 (0.20523521984656026) | > loss_disc_real_5: 0.15049119293689728 (0.2032328134211968) | > loss_0: 2.097128391265869 (2.232254063989234) | > grad_norm_0: tensor(37.7340, device='cuda:0') (tensor(50.4646, device='cuda:0')) | > loss_gen: 2.94124436378479 (2.7722622447126493) | > loss_kl: 2.2819337844848633 (2.159107764874855) | > loss_feat: 9.057357788085938 (8.451523904725322) | > loss_mel: 16.085174560546875 (14.988576235733634) | > loss_duration: 1.6165488958358765 (1.5983835055133486) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.982257843017578 (29.969853679026205) | > grad_norm_1: tensor(984.7133, device='cuda:0') (tensor(788.5724, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.8617 (0.9195772005817083) | > loader_time: 0.0087 (0.011011957183597595)  --> TIME: 2025-02-21 02:12:50 -- STEP: 177/924 -- GLOBAL_STEP: 175400 | > loss_disc: 2.012646436691284 (2.2340988600994893) | > loss_disc_real_0: 0.0875314474105835 (0.1326631943005964) | > loss_disc_real_1: 0.18574556708335876 (0.18892775492816322) | > loss_disc_real_2: 0.18539384007453918 (0.20225973486226823) | > loss_disc_real_3: 0.21552759408950806 (0.20383207727286784) | > loss_disc_real_4: 0.17869366705417633 (0.2061911948488257) | > loss_disc_real_5: 0.23925378918647766 (0.2043781306615657) | > loss_0: 2.012646436691284 (2.2340988600994893) | > grad_norm_0: tensor(47.3478, device='cuda:0') (tensor(50.3257, device='cuda:0')) | > loss_gen: 3.102130889892578 (2.7791863013122047) | > loss_kl: 2.2029359340667725 (2.146802931182126) | > loss_feat: 9.496374130249023 (8.46185057311408) | > loss_mel: 15.70131778717041 (15.008854219468974) | > loss_duration: 1.6097397804260254 (1.5986074519022706) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.11249923706055 (29.995301542982542) | > grad_norm_1: tensor(1095.7384, device='cuda:0') (tensor(830.6863, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.9005 (0.9192853755196609) | > loader_time: 0.0134 (0.0110212638553253)  --> TIME: 2025-02-21 02:13:37 -- STEP: 227/924 -- GLOBAL_STEP: 175450 | > loss_disc: 2.1459619998931885 (2.229442318105486) | > loss_disc_real_0: 0.06742284446954727 (0.131277202164943) | > loss_disc_real_1: 0.20208820700645447 (0.18897517629394447) | > loss_disc_real_2: 0.24109283089637756 (0.20230610274795913) | > loss_disc_real_3: 0.17919012904167175 (0.2033250399491861) | > loss_disc_real_4: 0.1657707691192627 (0.2063376241187167) | > loss_disc_real_5: 0.1531752198934555 (0.20294374621387096) | > loss_0: 2.1459619998931885 (2.229442318105486) | > grad_norm_0: tensor(37.5374, device='cuda:0') (tensor(51.6545, device='cuda:0')) | > loss_gen: 2.8972132205963135 (2.786646179165609) | > loss_kl: 1.7732677459716797 (2.1376173737815787) | > loss_feat: 9.65384578704834 (8.492431300327112) | > loss_mel: 16.51090431213379 (15.035669087313345) | > loss_duration: 1.6075377464294434 (1.5991679051899172) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.44276809692383 (30.051531846302723) | > grad_norm_1: tensor(1279.8197, device='cuda:0') (tensor(844.7415, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.9269 (0.920185391598336) | > loader_time: 0.0123 (0.011121003113129066)  --> TIME: 2025-02-21 02:14:23 -- STEP: 277/924 -- GLOBAL_STEP: 175500 | > loss_disc: 2.2320852279663086 (2.226137329094675) | > loss_disc_real_0: 0.11708445101976395 (0.13033500879949186) | > loss_disc_real_1: 0.18480831384658813 (0.18894127570765115) | > loss_disc_real_2: 0.21228395402431488 (0.20210954966527886) | > loss_disc_real_3: 0.1983061283826828 (0.20340286023134796) | > loss_disc_real_4: 0.2121700495481491 (0.20646660847569195) | > loss_disc_real_5: 0.22045272588729858 (0.2025129558377318) | > loss_0: 2.2320852279663086 (2.226137329094675) | > grad_norm_0: tensor(34.2715, device='cuda:0') (tensor(52.4017, device='cuda:0')) | > loss_gen: 2.7473535537719727 (2.787305524633249) | > loss_kl: 2.29565691947937 (2.1305226509321447) | > loss_feat: 8.088966369628906 (8.480616495497388) | > loss_mel: 15.597908020019531 (14.990987557366433) | > loss_duration: 1.5712306499481201 (1.6004791888088958) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.301115036010742 (29.989911392707686) | > grad_norm_1: tensor(920.8273, device='cuda:0') (tensor(858.5547, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.963 (0.9186082798651409) | > loader_time: 0.012 (0.011147173733487456)  --> TIME: 2025-02-21 02:15:10 -- STEP: 327/924 -- GLOBAL_STEP: 175550 | > loss_disc: 2.291037082672119 (2.2244294251141548) | > loss_disc_real_0: 0.0731888934969902 (0.13017761531864114) | > loss_disc_real_1: 0.18858377635478973 (0.18869379076206722) | > loss_disc_real_2: 0.19996121525764465 (0.20151746564684295) | > loss_disc_real_3: 0.24262379109859467 (0.20355972178303142) | > loss_disc_real_4: 0.22803881764411926 (0.20661278634078634) | > loss_disc_real_5: 0.18887358903884888 (0.20238111890419544) | > loss_0: 2.291037082672119 (2.2244294251141548) | > grad_norm_0: tensor(27.0207, device='cuda:0') (tensor(53.1293, device='cuda:0')) | > loss_gen: 2.8156330585479736 (2.790448656140483) | > loss_kl: 2.2628419399261475 (2.1305979989719668) | > loss_feat: 8.359682083129883 (8.494808401171948) | > loss_mel: 14.94217586517334 (15.01209140042646) | > loss_duration: 1.6412495374679565 (1.600216830542328) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.021583557128906 (30.02816323329914) | > grad_norm_1: tensor(798.1095, device='cuda:0') (tensor(878.9866, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.9336 (0.9188451001403528) | > loader_time: 0.0107 (0.011211005919570225)  --> TIME: 2025-02-21 02:15:57 -- STEP: 377/924 -- GLOBAL_STEP: 175600 | > loss_disc: 2.3431525230407715 (2.2275145123428604) | > loss_disc_real_0: 0.13663645088672638 (0.13043357586038534) | > loss_disc_real_1: 0.22139711678028107 (0.18903871845029085) | > loss_disc_real_2: 0.24578160047531128 (0.20180525284863277) | > loss_disc_real_3: 0.21570713818073273 (0.20389825374441378) | > loss_disc_real_4: 0.21433961391448975 (0.20677724472723835) | > loss_disc_real_5: 0.2431693822145462 (0.20266167404480892) | > loss_0: 2.3431525230407715 (2.2275145123428604) | > grad_norm_0: tensor(48.9090, device='cuda:0') (tensor(53.3372, device='cuda:0')) | > loss_gen: 2.8173766136169434 (2.786126579466802) | > loss_kl: 2.153027057647705 (2.1336144009698903) | > loss_feat: 8.159460067749023 (8.490160313462074) | > loss_mel: 13.825207710266113 (15.017452083152547) | > loss_duration: 1.5949106216430664 (1.6005667802193437) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.549983978271484 (30.027920088021762) | > grad_norm_1: tensor(959.5824, device='cuda:0') (tensor(882.3835, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.9078 (0.9194027523779427) | > loader_time: 0.0112 (0.011244682165292593)  --> TIME: 2025-02-21 02:16:44 -- STEP: 427/924 -- GLOBAL_STEP: 175650 | > loss_disc: 2.089026927947998 (2.228052452520684) | > loss_disc_real_0: 0.07613949477672577 (0.13064866450198656) | > loss_disc_real_1: 0.19090794026851654 (0.1891686680794321) | > loss_disc_real_2: 0.19465789198875427 (0.2016889107101695) | > loss_disc_real_3: 0.20412328839302063 (0.204079666063713) | > loss_disc_real_4: 0.19818875193595886 (0.20659903651517778) | > loss_disc_real_5: 0.23268118500709534 (0.20309770456242618) | > loss_0: 2.089026927947998 (2.228052452520684) | > grad_norm_0: tensor(33.9208, device='cuda:0') (tensor(54.1471, device='cuda:0')) | > loss_gen: 2.978505849838257 (2.7891258126957914) | > loss_kl: 2.2644119262695312 (2.1286043928155283) | > loss_feat: 9.09618091583252 (8.491460010653642) | > loss_mel: 15.294922828674316 (15.027078851882969) | > loss_duration: 1.593048334121704 (1.6008637716396072) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.227069854736328 (30.03713276793862) | > grad_norm_1: tensor(860.1160, device='cuda:0') (tensor(882.3085, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.9073 (0.9195582364147106) | > loader_time: 0.0111 (0.011257277718751716)  --> TIME: 2025-02-21 02:17:31 -- STEP: 477/924 -- GLOBAL_STEP: 175700 | > loss_disc: 2.246892213821411 (2.2273592868940844) | > loss_disc_real_0: 0.14191700518131256 (0.1301681263141913) | > loss_disc_real_1: 0.16208575665950775 (0.18915685374032032) | > loss_disc_real_2: 0.18342643976211548 (0.20163818169189948) | > loss_disc_real_3: 0.19410943984985352 (0.2042536505300794) | > loss_disc_real_4: 0.21408918499946594 (0.2064430007019882) | > loss_disc_real_5: 0.20249958336353302 (0.20296408754599668) | > loss_0: 2.246892213821411 (2.2273592868940844) | > grad_norm_0: tensor(66.3493, device='cuda:0') (tensor(54.1126, device='cuda:0')) | > loss_gen: 2.6939992904663086 (2.791113829462783) | > loss_kl: 2.113104820251465 (2.1299594475788126) | > loss_feat: 7.615799903869629 (8.489382962760695) | > loss_mel: 14.512893676757812 (15.013703010367145) | > loss_duration: 1.5682597160339355 (1.600653375219749) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.504058837890625 (30.02481255841205) | > grad_norm_1: tensor(1016.2630, device='cuda:0') (tensor(887.9599, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.9001 (0.919940302207035) | > loader_time: 0.0105 (0.011243714226616753)  --> TIME: 2025-02-21 02:18:17 -- STEP: 527/924 -- GLOBAL_STEP: 175750 | > loss_disc: 2.138005495071411 (2.226026354523714) | > loss_disc_real_0: 0.12659329175949097 (0.12943096952318478) | > loss_disc_real_1: 0.1668882668018341 (0.18913007653415548) | > loss_disc_real_2: 0.1962531954050064 (0.2018277828335988) | > loss_disc_real_3: 0.2037370204925537 (0.2042017993596745) | > loss_disc_real_4: 0.2082216441631317 (0.20661727999261023) | > loss_disc_real_5: 0.20357337594032288 (0.202626900383372) | > loss_0: 2.138005495071411 (2.226026354523714) | > grad_norm_0: tensor(44.0931, device='cuda:0') (tensor(54.2806, device='cuda:0')) | > loss_gen: 2.784482717514038 (2.7934273786743864) | > loss_kl: 2.16703200340271 (2.133383771952459) | > loss_feat: 8.66987419128418 (8.505131744116952) | > loss_mel: 14.811903953552246 (15.037771197831153) | > loss_duration: 1.5926603078842163 (1.6004132290266497) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.025955200195312 (30.070127280884947) | > grad_norm_1: tensor(1057.6154, device='cuda:0') (tensor(898.6122, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.8998 (0.9194950573358409) | > loader_time: 0.0109 (0.011224968383615338)  --> TIME: 2025-02-21 02:19:04 -- STEP: 577/924 -- GLOBAL_STEP: 175800 | > loss_disc: 2.123286247253418 (2.2257732737622153) | > loss_disc_real_0: 0.06558133661746979 (0.12974042943848285) | > loss_disc_real_1: 0.14514464139938354 (0.1889994781031766) | > loss_disc_real_2: 0.17443493008613586 (0.2016250192344292) | > loss_disc_real_3: 0.17868869006633759 (0.20434656685001923) | > loss_disc_real_4: 0.17679063975811005 (0.20647491537925472) | > loss_disc_real_5: 0.13979095220565796 (0.2025344475871356) | > loss_0: 2.123286247253418 (2.2257732737622153) | > grad_norm_0: tensor(58.1346, device='cuda:0') (tensor(54.9555, device='cuda:0')) | > loss_gen: 2.712245464324951 (2.7957982562443617) | > loss_kl: 2.439112901687622 (2.1363184567753923) | > loss_feat: 9.426407814025879 (8.512801096798857) | > loss_mel: 15.914990425109863 (15.029791025396436) | > loss_duration: 1.6004061698913574 (1.6000612455596133) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.093162536621094 (30.074770053090006) | > grad_norm_1: tensor(703.5870, device='cuda:0') (tensor(902.2877, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.9247 (0.9193658932036296) | > loader_time: 0.0109 (0.011264369640647845)  --> TIME: 2025-02-21 02:19:51 -- STEP: 627/924 -- GLOBAL_STEP: 175850 | > loss_disc: 2.0528814792633057 (2.223477527475429) | > loss_disc_real_0: 0.04366311803460121 (0.1290905562777555) | > loss_disc_real_1: 0.18866562843322754 (0.18874657924095423) | > loss_disc_real_2: 0.19466085731983185 (0.2015096424013804) | > loss_disc_real_3: 0.180521622300148 (0.20433166699166122) | > loss_disc_real_4: 0.20953579246997833 (0.20646035742531543) | > loss_disc_real_5: 0.19734418392181396 (0.20271345271923533) | > loss_0: 2.0528814792633057 (2.223477527475429) | > grad_norm_0: tensor(53.9506, device='cuda:0') (tensor(54.7263, device='cuda:0')) | > loss_gen: 2.95772385597229 (2.7974175806060733) | > loss_kl: 2.215998411178589 (2.137191958404612) | > loss_feat: 9.226676940917969 (8.522142106836498) | > loss_mel: 16.875368118286133 (15.031435257700256) | > loss_duration: 1.5828757286071777 (1.6001194053859806) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.858642578125 (30.088306262732694) | > grad_norm_1: tensor(1229.1196, device='cuda:0') (tensor(900.7859, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.9067 (0.9190520384665312) | > loader_time: 0.0106 (0.011249952148972892)  --> TIME: 2025-02-21 02:20:37 -- STEP: 677/924 -- GLOBAL_STEP: 175900 | > loss_disc: 2.187095880508423 (2.222379781999119) | > loss_disc_real_0: 0.09374583512544632 (0.1285981510764476) | > loss_disc_real_1: 0.18367424607276917 (0.18877387603681597) | > loss_disc_real_2: 0.22199368476867676 (0.20147622318352343) | > loss_disc_real_3: 0.1961936503648758 (0.20421458054416464) | > loss_disc_real_4: 0.1964961290359497 (0.20630984327465596) | > loss_disc_real_5: 0.1652197688817978 (0.20237176454842018) | > loss_0: 2.187095880508423 (2.222379781999119) | > grad_norm_0: tensor(25.6663, device='cuda:0') (tensor(54.5604, device='cuda:0')) | > loss_gen: 2.868931293487549 (2.797250118706389) | > loss_kl: 2.142439365386963 (2.1387055906270387) | > loss_feat: 9.136665344238281 (8.52253881902428) | > loss_mel: 15.084249496459961 (15.030455366723466) | > loss_duration: 1.5893676280975342 (1.5998043445223722) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.821651458740234 (30.08875418906726) | > grad_norm_1: tensor(1397.4232, device='cuda:0') (tensor(898.9376, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.9294 (0.9187021435099479) | > loader_time: 0.0116 (0.011231248100539958)  --> TIME: 2025-02-21 02:21:24 -- STEP: 727/924 -- GLOBAL_STEP: 175950 | > loss_disc: 2.3700788021087646 (2.222046320179302) | > loss_disc_real_0: 0.14182494580745697 (0.1290468929086952) | > loss_disc_real_1: 0.19863459467887878 (0.18877086717702019) | > loss_disc_real_2: 0.1951652467250824 (0.20148719660681577) | > loss_disc_real_3: 0.18829813599586487 (0.20416146998474324) | > loss_disc_real_4: 0.1794758290052414 (0.20604446237238097) | > loss_disc_real_5: 0.18822619318962097 (0.20216563130835244) | > loss_0: 2.3700788021087646 (2.222046320179302) | > grad_norm_0: tensor(30.4200, device='cuda:0') (tensor(54.3297, device='cuda:0')) | > loss_gen: 2.519808292388916 (2.7986528922635885) | > loss_kl: 2.1370599269866943 (2.137134144525907) | > loss_feat: 7.438370227813721 (8.526887365679634) | > loss_mel: 14.046614646911621 (15.042553470092097) | > loss_duration: 1.609048843383789 (1.6001315815412689) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.750900268554688 (30.10535939621958) | > grad_norm_1: tensor(342.5582, device='cuda:0') (tensor(893.8064, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.9456 (0.9194624719134387) | > loader_time: 0.0113 (0.01122192929830642)  --> TIME: 2025-02-21 02:22:11 -- STEP: 777/924 -- GLOBAL_STEP: 176000 | > loss_disc: 2.134030342102051 (2.2235102693393207) | > loss_disc_real_0: 0.16263462603092194 (0.12919518623879836) | > loss_disc_real_1: 0.21697312593460083 (0.18891427818412498) | > loss_disc_real_2: 0.18804489076137543 (0.20150385167991486) | > loss_disc_real_3: 0.20285102725028992 (0.20424871313525902) | > loss_disc_real_4: 0.2229989916086197 (0.20628772181203459) | > loss_disc_real_5: 0.1834583282470703 (0.20244585108035948) | > loss_0: 2.134030342102051 (2.2235102693393207) | > grad_norm_0: tensor(70.6024, device='cuda:0') (tensor(54.1070, device='cuda:0')) | > loss_gen: 2.960416078567505 (2.7956545853093178) | > loss_kl: 2.12149977684021 (2.1382885054425063) | > loss_feat: 9.038515090942383 (8.518815013586016) | > loss_mel: 15.281784057617188 (15.041838944188411) | > loss_duration: 1.616722583770752 (1.600801008855361) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.018938064575195 (30.095397983585393) | > grad_norm_1: tensor(1199.8737, device='cuda:0') (tensor(896.4796, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.9304 (0.9193388265072149) | > loader_time: 0.0118 (0.01121370519296849) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_176000.pth  --> TIME: 2025-02-21 02:22:59 -- STEP: 827/924 -- GLOBAL_STEP: 176050 | > loss_disc: 2.2191882133483887 (2.2253959060724244) | > loss_disc_real_0: 0.15820695459842682 (0.12963876166035226) | > loss_disc_real_1: 0.16532349586486816 (0.18905667942625445) | > loss_disc_real_2: 0.20954659581184387 (0.20149324275778455) | > loss_disc_real_3: 0.1728927046060562 (0.2044890913414119) | > loss_disc_real_4: 0.18130479753017426 (0.20625514375831938) | > loss_disc_real_5: 0.20423786342144012 (0.20258316469740276) | > loss_0: 2.2191882133483887 (2.2253959060724244) | > grad_norm_0: tensor(36.5683, device='cuda:0') (tensor(54.1796, device='cuda:0')) | > loss_gen: 2.6841342449188232 (2.7922994842552367) | > loss_kl: 2.0075109004974365 (2.1405557205195564) | > loss_feat: 8.443663597106934 (8.502859083888325) | > loss_mel: 15.69995403289795 (15.027289465520225) | > loss_duration: 1.5735361576080322 (1.6003841145871776) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.408798217773438 (30.063387786606924) | > grad_norm_1: tensor(791.8685, device='cuda:0') (tensor(896.4321, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.8775 (0.9183417332359785) | > loader_time: 0.0098 (0.011221086820351016)  --> TIME: 2025-02-21 02:23:46 -- STEP: 877/924 -- GLOBAL_STEP: 176100 | > loss_disc: 2.2540316581726074 (2.224196842350188) | > loss_disc_real_0: 0.33539825677871704 (0.12956811021694856) | > loss_disc_real_1: 0.16054466366767883 (0.1889299923297074) | > loss_disc_real_2: 0.1680452525615692 (0.20151002434939316) | > loss_disc_real_3: 0.2159220427274704 (0.2045767662224775) | > loss_disc_real_4: 0.18397745490074158 (0.20629555331872285) | > loss_disc_real_5: 0.23959742486476898 (0.20246748446126905) | > loss_0: 2.2540316581726074 (2.224196842350188) | > grad_norm_0: tensor(115.6169, device='cuda:0') (tensor(54.3786, device='cuda:0')) | > loss_gen: 3.048755645751953 (2.7959957027652793) | > loss_kl: 2.2667863368988037 (2.141567259992949) | > loss_feat: 10.00101089477539 (8.518829948138215) | > loss_mel: 16.657747268676758 (15.046103545985984) | > loss_duration: 1.5766618251800537 (1.6004902566172516) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.550960540771484 (30.102986634797084) | > grad_norm_1: tensor(1034.2128, device='cuda:0') (tensor(900.2949, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.9107 (0.9178923826533005) | > loader_time: 0.01 (0.011219369916578783)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1643917560577393 (2.1643917560577393) | > loss_disc_real_0: 0.09335454553365707 (0.09335454553365707) | > loss_disc_real_1: 0.18756996095180511 (0.18756996095180511) | > loss_disc_real_2: 0.2236149162054062 (0.2236149162054062) | > loss_disc_real_3: 0.20112495124340057 (0.20112495124340057) | > loss_disc_real_4: 0.21182218194007874 (0.21182218194007874) | > loss_disc_real_5: 0.19678370654582977 (0.19678370654582977) | > loss_0: 2.1643917560577393 (2.1643917560577393) | > loss_gen: 2.6082959175109863 (2.6082959175109863) | > loss_kl: 2.0691845417022705 (2.0691845417022705) | > loss_feat: 8.452912330627441 (8.452912330627441) | > loss_mel: 15.796976089477539 (15.796976089477539) | > loss_duration: 1.6825073957443237 (1.6825073957443237) | > loss_1: 30.609874725341797 (30.609874725341797)  --> STEP: 1 | > loss_disc: 2.301882743835449 (2.301882743835449) | > loss_disc_real_0: 0.11957045644521713 (0.11957045644521713) | > loss_disc_real_1: 0.2147766649723053 (0.2147766649723053) | > loss_disc_real_2: 0.24867230653762817 (0.24867230653762817) | > loss_disc_real_3: 0.22126400470733643 (0.22126400470733643) | > loss_disc_real_4: 0.18298426270484924 (0.18298426270484924) | > loss_disc_real_5: 0.20732669532299042 (0.20732669532299042) | > loss_0: 2.301882743835449 (2.301882743835449) | > loss_gen: 2.5485658645629883 (2.5485658645629883) | > loss_kl: 1.9666342735290527 (1.9666342735290527) | > loss_feat: 8.169498443603516 (8.169498443603516) | > loss_mel: 15.174416542053223 (15.174416542053223) | > loss_duration: 1.6945157051086426 (1.6945157051086426) | > loss_1: 29.553630828857422 (29.553630828857422)  --> STEP: 2 | > loss_disc: 2.248260021209717 (2.275071382522583) | > loss_disc_real_0: 0.11463233083486557 (0.11710139364004135) | > loss_disc_real_1: 0.19278691709041595 (0.20378179103136063) | > loss_disc_real_2: 0.21812178194522858 (0.23339704424142838) | > loss_disc_real_3: 0.20072028040885925 (0.21099214255809784) | > loss_disc_real_4: 0.23055458068847656 (0.2067694216966629) | > loss_disc_real_5: 0.21723943948745728 (0.21228306740522385) | > loss_0: 2.248260021209717 (2.275071382522583) | > loss_gen: 2.510071277618408 (2.5293185710906982) | > loss_kl: 2.0765700340270996 (2.021602153778076) | > loss_feat: 8.076918601989746 (8.12320852279663) | > loss_mel: 14.73788070678711 (14.956148624420166) | > loss_duration: 1.5891590118408203 (1.6418373584747314) | > loss_1: 28.990598678588867 (29.272114753723145)  --> STEP: 3 | > loss_disc: 2.167280435562134 (2.2391410668691) | > loss_disc_real_0: 0.0925597995519638 (0.10892086227734883) | > loss_disc_real_1: 0.18597818911075592 (0.19784725705782572) | > loss_disc_real_2: 0.23399046063423157 (0.2335948497056961) | > loss_disc_real_3: 0.19911152124404907 (0.20703193545341492) | > loss_disc_real_4: 0.18965396285057068 (0.20106426874796549) | > loss_disc_real_5: 0.22160322964191437 (0.21538978815078735) | > loss_0: 2.167280435562134 (2.2391410668691) | > loss_gen: 2.585174083709717 (2.5479370752970376) | > loss_kl: 2.135455369949341 (2.0595532258351645) | > loss_feat: 8.209992408752441 (8.1521364847819) | > loss_mel: 15.562010765075684 (15.158102671305338) | > loss_duration: 1.6728806495666504 (1.6521851221720378) | > loss_1: 30.16551399230957 (29.56991449991862)  --> STEP: 4 | > loss_disc: 2.253876209259033 (2.2428248524665833) | > loss_disc_real_0: 0.11656038463115692 (0.11083074286580086) | > loss_disc_real_1: 0.18916112184524536 (0.19567572325468063) | > loss_disc_real_2: 0.22980469465255737 (0.23264731094241142) | > loss_disc_real_3: 0.240798681974411 (0.21547362208366394) | > loss_disc_real_4: 0.2126443237066269 (0.20395928248763084) | > loss_disc_real_5: 0.22244621813297272 (0.2171538956463337) | > loss_0: 2.253876209259033 (2.2428248524665833) | > loss_gen: 2.508371591567993 (2.5380457043647766) | > loss_kl: 1.9551479816436768 (2.0334519147872925) | > loss_feat: 7.307014465332031 (7.940855979919434) | > loss_mel: 14.222528457641602 (14.924209117889404) | > loss_duration: 1.7669354677200317 (1.6808727085590363) | > loss_1: 27.759998321533203 (29.117435455322266)  --> STEP: 5 | > loss_disc: 2.103919506072998 (2.215043783187866) | > loss_disc_real_0: 0.07140960544347763 (0.10294651538133621) | > loss_disc_real_1: 0.18605245649814606 (0.1937510699033737) | > loss_disc_real_2: 0.2286965698003769 (0.23185716271400453) | > loss_disc_real_3: 0.28311899304389954 (0.22900269627571107) | > loss_disc_real_4: 0.1461101919412613 (0.19238946437835694) | > loss_disc_real_5: 0.1576402485370636 (0.20525116622447967) | > loss_0: 2.103919506072998 (2.215043783187866) | > loss_gen: 2.5716166496276855 (2.5447598934173583) | > loss_kl: 2.03283429145813 (2.03332839012146) | > loss_feat: 7.122636795043945 (7.777212142944336) | > loss_mel: 13.72584342956543 (14.68453598022461) | > loss_duration: 1.5090656280517578 (1.6465112924575807) | > loss_1: 26.96199607849121 (28.686347579956056) --> EVAL PERFORMANCE | > avg_loader_time: 0.15649542808532715 (+0.0007702827453613392) | > avg_loss_disc: 2.215043783187866 (-0.09546360969543466) | > avg_loss_disc_real_0: 0.10294651538133621 (-0.03365499973297119) | > avg_loss_disc_real_1: 0.1937510699033737 (-0.019647908210754406) | > avg_loss_disc_real_2: 0.23185716271400453 (-0.019203516840934742) | > avg_loss_disc_real_3: 0.22900269627571107 (+0.0016108602285385132) | > avg_loss_disc_real_4: 0.19238946437835694 (+0.004382839798927313) | > avg_loss_disc_real_5: 0.20525116622447967 (+0.017737939953804016) | > avg_loss_0: 2.215043783187866 (-0.09546360969543466) | > avg_loss_gen: 2.5447598934173583 (-0.04116487503051758) | > avg_loss_kl: 2.03332839012146 (+0.002673435211181907) | > avg_loss_feat: 7.777212142944336 (-0.04632463455200231) | > avg_loss_mel: 14.68453598022461 (+0.6329162597656257) | > avg_loss_duration: 1.6465112924575807 (-0.0005885839462278497) | > avg_loss_1: 28.686347579956056 (+0.5475120544433594)  > EPOCH: 141/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 02:24:37)   --> TIME: 2025-02-21 02:24:42 -- STEP: 3/924 -- GLOBAL_STEP: 176150 | > loss_disc: 2.264519214630127 (2.1995630264282227) | > loss_disc_real_0: 0.13761889934539795 (0.10888720552126567) | > loss_disc_real_1: 0.22150960564613342 (0.19721061487992605) | > loss_disc_real_2: 0.20653729140758514 (0.20690387984116873) | > loss_disc_real_3: 0.1990746110677719 (0.20742265383402506) | > loss_disc_real_4: 0.22753719985485077 (0.22339224815368652) | > loss_disc_real_5: 0.18112285435199738 (0.17406639953454336) | > loss_0: 2.264519214630127 (2.1995630264282227) | > grad_norm_0: tensor(58.9920, device='cuda:0') (tensor(35.7764, device='cuda:0')) | > loss_gen: 2.7139878273010254 (2.749934275945028) | > loss_kl: 2.139453411102295 (2.1487913529078164) | > loss_feat: 8.803163528442383 (8.679365475972494) | > loss_mel: 15.281394958496094 (15.551326433817545) | > loss_duration: 1.5632288455963135 (1.5787394444147747) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.50122833251953 (30.708157221476238) | > grad_norm_1: tensor(931.9828, device='cuda:0') (tensor(641.7497, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.8737 (0.9082016944885254) | > loader_time: 0.0097 (0.011106650034586588)  --> TIME: 2025-02-21 02:25:29 -- STEP: 53/924 -- GLOBAL_STEP: 176200 | > loss_disc: 2.2287464141845703 (2.23545538254504) | > loss_disc_real_0: 0.08086636662483215 (0.12517602179410325) | > loss_disc_real_1: 0.16158974170684814 (0.18930445105399726) | > loss_disc_real_2: 0.199180468916893 (0.20342369574420857) | > loss_disc_real_3: 0.1827016919851303 (0.20899003209932795) | > loss_disc_real_4: 0.18571950495243073 (0.20619426470882488) | > loss_disc_real_5: 0.1668263077735901 (0.2051409083717274) | > loss_0: 2.2287464141845703 (2.23545538254504) | > grad_norm_0: tensor(21.0355, device='cuda:0') (tensor(47.0849, device='cuda:0')) | > loss_gen: 2.755824089050293 (2.7462838685737454) | > loss_kl: 2.1186392307281494 (2.156533463945928) | > loss_feat: 8.726471900939941 (8.403356768050285) | > loss_mel: 15.76622486114502 (15.133348446971965) | > loss_duration: 1.6273919343948364 (1.6027320510936234) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.994552612304688 (30.042254537906288) | > grad_norm_1: tensor(956.5257, device='cuda:0') (tensor(896.7446, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.923 (0.9157581149407152) | > loader_time: 0.0125 (0.01153108758746453)  --> TIME: 2025-02-21 02:26:16 -- STEP: 103/924 -- GLOBAL_STEP: 176250 | > loss_disc: 2.277750253677368 (2.243312363485688) | > loss_disc_real_0: 0.10493450611829758 (0.13091127140429423) | > loss_disc_real_1: 0.17904680967330933 (0.1897975637496097) | > loss_disc_real_2: 0.21806298196315765 (0.20222889277541523) | > loss_disc_real_3: 0.20663580298423767 (0.20757495850613975) | > loss_disc_real_4: 0.1992892175912857 (0.20759037411907344) | > loss_disc_real_5: 0.23010797798633575 (0.20457548467279638) | > loss_0: 2.277750253677368 (2.243312363485688) | > grad_norm_0: tensor(77.8943, device='cuda:0') (tensor(50.8550, device='cuda:0')) | > loss_gen: 2.851217746734619 (2.747693564127949) | > loss_kl: 1.929296612739563 (2.144284183539233) | > loss_feat: 8.398040771484375 (8.369993084842717) | > loss_mel: 15.239253044128418 (15.048572336585776) | > loss_duration: 1.6013202667236328 (1.6008766415049729) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.019126892089844 (29.91141963699489) | > grad_norm_1: tensor(1111.7917, device='cuda:0') (tensor(853.0710, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.9274 (0.9160849399937009) | > loader_time: 0.0118 (0.011455413207267092)  --> TIME: 2025-02-21 02:27:02 -- STEP: 153/924 -- GLOBAL_STEP: 176300 | > loss_disc: 2.216747760772705 (2.2437675918628965) | > loss_disc_real_0: 0.1700768768787384 (0.13258871153678775) | > loss_disc_real_1: 0.2004704773426056 (0.19073010435680945) | > loss_disc_real_2: 0.1885727345943451 (0.2013056504181008) | > loss_disc_real_3: 0.2072739601135254 (0.2073875433868832) | > loss_disc_real_4: 0.19333703815937042 (0.20680553987135294) | > loss_disc_real_5: 0.2652382254600525 (0.20515034547428682) | > loss_0: 2.216747760772705 (2.2437675918628965) | > grad_norm_0: tensor(64.8397, device='cuda:0') (tensor(52.8795, device='cuda:0')) | > loss_gen: 2.899381160736084 (2.7607718012691325) | > loss_kl: 2.1386661529541016 (2.1357217076557133) | > loss_feat: 8.615124702453613 (8.398534699982285) | > loss_mel: 15.194817543029785 (15.063161625581628) | > loss_duration: 1.6017788648605347 (1.6009176704618666) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.44976806640625 (29.959107367820987) | > grad_norm_1: tensor(1030.6243, device='cuda:0') (tensor(848.6678, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.9547 (0.9153278434977812) | > loader_time: 0.0118 (0.011405070622762043)  --> TIME: 2025-02-21 02:27:49 -- STEP: 203/924 -- GLOBAL_STEP: 176350 | > loss_disc: 2.3736941814422607 (2.2394991050212854) | > loss_disc_real_0: 0.16092956066131592 (0.13246973602128737) | > loss_disc_real_1: 0.21444763243198395 (0.19002790602263567) | > loss_disc_real_2: 0.198570117354393 (0.2011797425194914) | > loss_disc_real_3: 0.1941291093826294 (0.20684761117244588) | > loss_disc_real_4: 0.15389926731586456 (0.20697246778187495) | > loss_disc_real_5: 0.25582557916641235 (0.2035440695403245) | > loss_0: 2.3736941814422607 (2.2394991050212854) | > grad_norm_0: tensor(47.0407, device='cuda:0') (tensor(52.6669, device='cuda:0')) | > loss_gen: 2.642737627029419 (2.772030360592996) | > loss_kl: 2.4003918170928955 (2.1293265073757457) | > loss_feat: 7.588913917541504 (8.432381683969734) | > loss_mel: 15.276330947875977 (15.095598357064384) | > loss_duration: 1.6123430728912354 (1.599047484069035) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.52071762084961 (30.028384326126776) | > grad_norm_1: tensor(210.0762, device='cuda:0') (tensor(838.0325, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.9485 (0.9151716831282442) | > loader_time: 0.0124 (0.011358850695229518)  --> TIME: 2025-02-21 02:28:35 -- STEP: 253/924 -- GLOBAL_STEP: 176400 | > loss_disc: 2.343427896499634 (2.242968590363213) | > loss_disc_real_0: 0.16879026591777802 (0.1316380914403753) | > loss_disc_real_1: 0.17752522230148315 (0.1905124245189396) | > loss_disc_real_2: 0.23078545928001404 (0.20202796408545826) | > loss_disc_real_3: 0.20038852095603943 (0.20661220190082144) | > loss_disc_real_4: 0.19059860706329346 (0.2071799989274368) | > loss_disc_real_5: 0.2009967714548111 (0.20505113428524835) | > loss_0: 2.343427896499634 (2.242968590363213) | > grad_norm_0: tensor(88.7507, device='cuda:0') (tensor(51.8405, device='cuda:0')) | > loss_gen: 2.6513025760650635 (2.7691023962299806) | > loss_kl: 2.125882863998413 (2.132228961103989) | > loss_feat: 8.381258010864258 (8.435528623256758) | > loss_mel: 14.929911613464355 (15.097498569563914) | > loss_duration: 1.615249514579773 (1.6003345609182427) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.70360565185547 (30.034693058300395) | > grad_norm_1: tensor(426.9533, device='cuda:0') (tensor(848.1953, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.9169 (0.9152357672514181) | > loader_time: 0.0112 (0.01135435877110176)  --> TIME: 2025-02-21 02:29:22 -- STEP: 303/924 -- GLOBAL_STEP: 176450 | > loss_disc: 2.268340587615967 (2.24370068960851) | > loss_disc_real_0: 0.07504240423440933 (0.13240704408819146) | > loss_disc_real_1: 0.1905203014612198 (0.19034036610386154) | > loss_disc_real_2: 0.2108524590730667 (0.2015620190711698) | > loss_disc_real_3: 0.20128430426120758 (0.2069160530079316) | > loss_disc_real_4: 0.20651833713054657 (0.20691447825518378) | > loss_disc_real_5: 0.1737196296453476 (0.20495685221928578) | > loss_0: 2.268340587615967 (2.24370068960851) | > grad_norm_0: tensor(42.0006, device='cuda:0') (tensor(52.1738, device='cuda:0')) | > loss_gen: 2.761256456375122 (2.7743273521020453) | > loss_kl: 2.048715829849243 (2.1336250320912957) | > loss_feat: 8.524463653564453 (8.462477095449719) | > loss_mel: 14.508843421936035 (15.109271301294712) | > loss_duration: 1.5612589120864868 (1.6003933185004555) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.404539108276367 (30.08009405104634) | > grad_norm_1: tensor(1078.8440, device='cuda:0') (tensor(845.0048, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.906 (0.9167768435903115) | > loader_time: 0.015 (0.011317778735270987)  --> TIME: 2025-02-21 02:30:09 -- STEP: 353/924 -- GLOBAL_STEP: 176500 | > loss_disc: 2.149116039276123 (2.239826183143488) | > loss_disc_real_0: 0.06782533973455429 (0.13190649495204193) | > loss_disc_real_1: 0.20525334775447845 (0.1902145214864282) | > loss_disc_real_2: 0.1717299222946167 (0.20157562580392313) | > loss_disc_real_3: 0.21270611882209778 (0.20680097729052094) | > loss_disc_real_4: 0.18338070809841156 (0.20670315142056084) | > loss_disc_real_5: 0.16673552989959717 (0.20453446520962054) | > loss_0: 2.149116039276123 (2.239826183143488) | > grad_norm_0: tensor(51.8082, device='cuda:0') (tensor(52.5234, device='cuda:0')) | > loss_gen: 2.7404260635375977 (2.7796241196964666) | > loss_kl: 2.0431008338928223 (2.1306418396595834) | > loss_feat: 8.966694831848145 (8.479605719320496) | > loss_mel: 15.90728759765625 (15.129558633474723) | > loss_duration: 1.560631513595581 (1.6009199146508495) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.2181396484375 (30.120350208228437) | > grad_norm_1: tensor(1123.4473, device='cuda:0') (tensor(857.8842, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.9019 (0.9178504315719388) | > loader_time: 0.0109 (0.011413277039784548)  --> TIME: 2025-02-21 02:30:56 -- STEP: 403/924 -- GLOBAL_STEP: 176550 | > loss_disc: 2.032960891723633 (2.2372384748742853) | > loss_disc_real_0: 0.10610660165548325 (0.1316214358207608) | > loss_disc_real_1: 0.19955924153327942 (0.18973641426628338) | > loss_disc_real_2: 0.17963293194770813 (0.20137165350002922) | > loss_disc_real_3: 0.18539728224277496 (0.2064667237233879) | > loss_disc_real_4: 0.18334004282951355 (0.20647462274389292) | > loss_disc_real_5: 0.15991933643817902 (0.20463324210631936) | > loss_0: 2.032960891723633 (2.2372384748742853) | > grad_norm_0: tensor(20.4357, device='cuda:0') (tensor(52.4204, device='cuda:0')) | > loss_gen: 2.844996929168701 (2.775738620284768) | > loss_kl: 2.163193941116333 (2.1344930119904904) | > loss_feat: 9.082632064819336 (8.483231201361193) | > loss_mel: 15.814525604248047 (15.137261731453037) | > loss_duration: 1.6092110872268677 (1.6008964016774747) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.51456069946289 (30.131620946652244) | > grad_norm_1: tensor(364.4874, device='cuda:0') (tensor(835.7004, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.8827 (0.9177136959568146) | > loader_time: 0.0131 (0.011394930240829885)  --> TIME: 2025-02-21 02:31:43 -- STEP: 453/924 -- GLOBAL_STEP: 176600 | > loss_disc: 2.2771730422973633 (2.233814783443681) | > loss_disc_real_0: 0.09547518938779831 (0.131778174530197) | > loss_disc_real_1: 0.21396875381469727 (0.1892886480221948) | > loss_disc_real_2: 0.20358967781066895 (0.20078361879779277) | > loss_disc_real_3: 0.1874421387910843 (0.20621457123598516) | > loss_disc_real_4: 0.21326950192451477 (0.2063759577195376) | > loss_disc_real_5: 0.17798271775245667 (0.20400404666959582) | > loss_0: 2.2771730422973633 (2.233814783443681) | > grad_norm_0: tensor(50.6857, device='cuda:0') (tensor(53.1457, device='cuda:0')) | > loss_gen: 2.606882095336914 (2.7795463313593234) | > loss_kl: 2.143303394317627 (2.139612532609344) | > loss_feat: 7.7020344734191895 (8.496042270534087) | > loss_mel: 13.295352935791016 (15.132377289778349) | > loss_duration: 1.6074504852294922 (1.6008900017138348) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.355022430419922 (30.148468400732046) | > grad_norm_1: tensor(764.3041, device='cuda:0') (tensor(842.9627, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.9443 (0.9178862403297003) | > loader_time: 0.012 (0.011398550690404626)  --> TIME: 2025-02-21 02:32:29 -- STEP: 503/924 -- GLOBAL_STEP: 176650 | > loss_disc: 2.1862382888793945 (2.2332357082878884) | > loss_disc_real_0: 0.16431617736816406 (0.1310427385432349) | > loss_disc_real_1: 0.1978900134563446 (0.18919840155847026) | > loss_disc_real_2: 0.19217617809772491 (0.20086480742301904) | > loss_disc_real_3: 0.215535506606102 (0.20613646575399705) | > loss_disc_real_4: 0.19032908976078033 (0.20656271504004955) | > loss_disc_real_5: 0.2184656411409378 (0.204057631684582) | > loss_0: 2.1862382888793945 (2.2332357082878884) | > grad_norm_0: tensor(65.0327, device='cuda:0') (tensor(53.2132, device='cuda:0')) | > loss_gen: 2.8725953102111816 (2.7802519447523832) | > loss_kl: 2.0417449474334717 (2.142970275689307) | > loss_feat: 9.157835960388184 (8.491927505250478) | > loss_mel: 16.2479190826416 (15.117505297272153) | > loss_duration: 1.6098393201828003 (1.6005521612186318) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.929933547973633 (30.13320717707306) | > grad_norm_1: tensor(806.4434, device='cuda:0') (tensor(851.2860, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.9363 (0.9180669997842837) | > loader_time: 0.0121 (0.011368876186090246)  --> TIME: 2025-02-21 02:33:16 -- STEP: 553/924 -- GLOBAL_STEP: 176700 | > loss_disc: 2.175243854522705 (2.2343669280436798) | > loss_disc_real_0: 0.06858666986227036 (0.1316659760949412) | > loss_disc_real_1: 0.18497245013713837 (0.18934841715405684) | > loss_disc_real_2: 0.17521248757839203 (0.20091590495480338) | > loss_disc_real_3: 0.19434544444084167 (0.2060406946090419) | > loss_disc_real_4: 0.2017904669046402 (0.20653654050223436) | > loss_disc_real_5: 0.1629829853773117 (0.2040260468372169) | > loss_0: 2.175243854522705 (2.2343669280436798) | > grad_norm_0: tensor(31.2654, device='cuda:0') (tensor(53.6043, device='cuda:0')) | > loss_gen: 2.6289150714874268 (2.7828310156817024) | > loss_kl: 2.289140224456787 (2.143200629011846) | > loss_feat: 8.045185089111328 (8.496560916762668) | > loss_mel: 14.573723793029785 (15.117986556634337) | > loss_duration: 1.5821552276611328 (1.6006527294086506) | > amp_scaler: 128.0 (131.24050632911397) | > loss_1: 29.119121551513672 (30.141231843834543) | > grad_norm_1: tensor(769.6175, device='cuda:0') (tensor(845.6431, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.9231 (0.9177574137020286) | > loader_time: 0.011 (0.01136834711968145)  --> TIME: 2025-02-21 02:34:03 -- STEP: 603/924 -- GLOBAL_STEP: 176750 | > loss_disc: 2.1979804039001465 (2.2335785251747162) | > loss_disc_real_0: 0.10912662744522095 (0.13127028631976226) | > loss_disc_real_1: 0.2026159018278122 (0.18955457667707407) | > loss_disc_real_2: 0.20091129839420319 (0.20080289778424731) | > loss_disc_real_3: 0.19591020047664642 (0.20595467673803056) | > loss_disc_real_4: 0.17124958336353302 (0.20619001764662034) | > loss_disc_real_5: 0.18804557621479034 (0.20417663205421197) | > loss_0: 2.1979804039001465 (2.2335785251747162) | > grad_norm_0: tensor(62.1179, device='cuda:0') (tensor(53.7012, device='cuda:0')) | > loss_gen: 2.7310783863067627 (2.7802429986039594) | > loss_kl: 2.0444891452789307 (2.1376409969519603) | > loss_feat: 8.90359878540039 (8.486652958650096) | > loss_mel: 15.310680389404297 (15.08909664343839) | > loss_duration: 1.5672147274017334 (1.6002305014611873) | > amp_scaler: 128.0 (130.97180762852412) | > loss_1: 30.55706214904785 (30.09386409930329) | > grad_norm_1: tensor(810.6155, device='cuda:0') (tensor(848.6655, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.9046 (0.9182568810274749) | > loader_time: 0.0107 (0.011333817866311153)  --> TIME: 2025-02-21 02:34:50 -- STEP: 653/924 -- GLOBAL_STEP: 176800 | > loss_disc: 2.401125431060791 (2.2329048319943703) | > loss_disc_real_0: 0.19475862383842468 (0.13166698914985403) | > loss_disc_real_1: 0.18880417943000793 (0.18954330860746946) | > loss_disc_real_2: 0.2173018753528595 (0.20042005523605702) | > loss_disc_real_3: 0.2506067454814911 (0.2058125235494027) | > loss_disc_real_4: 0.17169220745563507 (0.20600766660060854) | > loss_disc_real_5: 0.2412554919719696 (0.20401409329991976) | > loss_0: 2.401125431060791 (2.2329048319943703) | > grad_norm_0: tensor(70.8994, device='cuda:0') (tensor(53.9381, device='cuda:0')) | > loss_gen: 2.65153169631958 (2.782329474985143) | > loss_kl: 2.041511297225952 (2.1385586356678545) | > loss_feat: 6.778594970703125 (8.489984632086058) | > loss_mel: 12.828740119934082 (15.081456194610364) | > loss_duration: 1.628674030303955 (1.5998764337478326) | > amp_scaler: 128.0 (130.74425727411955) | > loss_1: 25.92905044555664 (30.092205357222973) | > grad_norm_1: tensor(648.2014, device='cuda:0') (tensor(851.6514, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.9043 (0.9183495701911075) | > loader_time: 0.0111 (0.011354528196372813)  --> TIME: 2025-02-21 02:35:36 -- STEP: 703/924 -- GLOBAL_STEP: 176850 | > loss_disc: 2.262448310852051 (2.2324893852725025) | > loss_disc_real_0: 0.17611664533615112 (0.13128167782959205) | > loss_disc_real_1: 0.20752547681331635 (0.1897899865849768) | > loss_disc_real_2: 0.2002311646938324 (0.2004346289005592) | > loss_disc_real_3: 0.18626292049884796 (0.20562720188545133) | > loss_disc_real_4: 0.2228090465068817 (0.2061100322355756) | > loss_disc_real_5: 0.21641837060451508 (0.20416154543926163) | > loss_0: 2.262448310852051 (2.2324893852725025) | > grad_norm_0: tensor(58.5187, device='cuda:0') (tensor(54.3276, device='cuda:0')) | > loss_gen: 2.7171499729156494 (2.7838526114630655) | > loss_kl: 2.2303359508514404 (2.1380117777231553) | > loss_feat: 7.899640083312988 (8.488838082526518) | > loss_mel: 13.97001838684082 (15.073966723587233) | > loss_duration: 1.6048908233642578 (1.5997823222433005) | > amp_scaler: 128.0 (130.5490753911808) | > loss_1: 28.422035217285156 (30.084451504486214) | > grad_norm_1: tensor(1202.3214, device='cuda:0') (tensor(856.8624, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.9012 (0.918122814525751) | > loader_time: 0.0107 (0.011354899508176456)  --> TIME: 2025-02-21 02:36:23 -- STEP: 753/924 -- GLOBAL_STEP: 176900 | > loss_disc: 2.2685208320617676 (2.2336570344281594) | > loss_disc_real_0: 0.15783420205116272 (0.13120512479290405) | > loss_disc_real_1: 0.22226135432720184 (0.18980553391999302) | > loss_disc_real_2: 0.19917646050453186 (0.20054554412881062) | > loss_disc_real_3: 0.1935899704694748 (0.20571630445134595) | > loss_disc_real_4: 0.2226029336452484 (0.2062634716470878) | > loss_disc_real_5: 0.23793309926986694 (0.2043776933850837) | > loss_0: 2.2685208320617676 (2.2336570344281594) | > grad_norm_0: tensor(47.1727, device='cuda:0') (tensor(54.7619, device='cuda:0')) | > loss_gen: 2.783557415008545 (2.785496176951435) | > loss_kl: 2.126976728439331 (2.1363086749516293) | > loss_feat: 7.893478870391846 (8.492196541541759) | > loss_mel: 14.14840030670166 (15.087995272075357) | > loss_duration: 1.603156566619873 (1.5998030747392098) | > amp_scaler: 128.0 (130.37981407702534) | > loss_1: 28.555570602416992 (30.10179973313533) | > grad_norm_1: tensor(920.8535, device='cuda:0') (tensor(864.0350, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.8915 (0.9184471310214061) | > loader_time: 0.0136 (0.011376618072489502)  --> TIME: 2025-02-21 02:37:10 -- STEP: 803/924 -- GLOBAL_STEP: 176950 | > loss_disc: 2.110399007797241 (2.2316859400881075) | > loss_disc_real_0: 0.19539782404899597 (0.13087603942506207) | > loss_disc_real_1: 0.17751339077949524 (0.1895798149879368) | > loss_disc_real_2: 0.17465808987617493 (0.20055759788153332) | > loss_disc_real_3: 0.1763797551393509 (0.20564723903705295) | > loss_disc_real_4: 0.1609226018190384 (0.20605204143975472) | > loss_disc_real_5: 0.18218189477920532 (0.20419929129248984) | > loss_0: 2.110399007797241 (2.2316859400881075) | > grad_norm_0: tensor(82.0032, device='cuda:0') (tensor(54.9015, device='cuda:0')) | > loss_gen: 3.033018112182617 (2.7874732189724782) | > loss_kl: 2.1274325847625732 (2.1353985498732357) | > loss_feat: 9.261895179748535 (8.491991820400706) | > loss_mel: 16.10671615600586 (15.082740806256554) | > loss_duration: 1.627791404724121 (1.5999264754215772) | > amp_scaler: 128.0 (130.2316313823165) | > loss_1: 32.15685272216797 (30.097530868549274) | > grad_norm_1: tensor(1226.6124, device='cuda:0') (tensor(870.5187, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.9231 (0.9181306742196661) | > loader_time: 0.0141 (0.011374630043248311)  --> TIME: 2025-02-21 02:37:56 -- STEP: 853/924 -- GLOBAL_STEP: 177000 | > loss_disc: 2.343341588973999 (2.2309343403976127) | > loss_disc_real_0: 0.11611069738864899 (0.13028218425976293) | > loss_disc_real_1: 0.2088605761528015 (0.1894428089942351) | > loss_disc_real_2: 0.21305730938911438 (0.200737014273127) | > loss_disc_real_3: 0.1905452162027359 (0.20569194512657937) | > loss_disc_real_4: 0.20927903056144714 (0.2061236599964665) | > loss_disc_real_5: 0.21599659323692322 (0.2040447794154269) | > loss_0: 2.343341588973999 (2.2309343403976127) | > grad_norm_0: tensor(48.5709, device='cuda:0') (tensor(54.9102, device='cuda:0')) | > loss_gen: 2.528559684753418 (2.787852150334563) | > loss_kl: 2.0556352138519287 (2.1368196214628923) | > loss_feat: 7.094925880432129 (8.492462757463892) | > loss_mel: 13.894378662109375 (15.08574245403688) | > loss_duration: 1.6225476264953613 (1.5996543985178988) | > amp_scaler: 128.0 (130.10082063305987) | > loss_1: 27.196048736572266 (30.102531379440325) | > grad_norm_1: tensor(877.0101, device='cuda:0') (tensor(877.4534, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.9429 (0.9178961030483807) | > loader_time: 0.0116 (0.01135817474105853) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_177000.pth  --> TIME: 2025-02-21 02:38:45 -- STEP: 903/924 -- GLOBAL_STEP: 177050 | > loss_disc: 2.1859123706817627 (2.230313122338499) | > loss_disc_real_0: 0.1617744415998459 (0.13033666566492846) | > loss_disc_real_1: 0.16058941185474396 (0.18936319263076468) | > loss_disc_real_2: 0.18946076929569244 (0.2007565274752124) | > loss_disc_real_3: 0.1757599115371704 (0.20568965849026233) | > loss_disc_real_4: 0.20334051549434662 (0.20605929360899286) | > loss_disc_real_5: 0.16977263987064362 (0.20386982865111772) | > loss_0: 2.1859123706817627 (2.230313122338499) | > grad_norm_0: tensor(91.9094, device='cuda:0') (tensor(55.3344, device='cuda:0')) | > loss_gen: 2.7861974239349365 (2.7892290553117247) | > loss_kl: 2.154869794845581 (2.1355376226429366) | > loss_feat: 9.294180870056152 (8.491757871832698) | > loss_mel: 16.600841522216797 (15.081251666131344) | > loss_duration: 1.6160016059875488 (1.5995710124473101) | > amp_scaler: 128.0 (129.98449612403107) | > loss_1: 32.452091217041016 (30.097347232062422) | > grad_norm_1: tensor(420.7615, device='cuda:0') (tensor(884.7215, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.9378 (0.917770308117534) | > loader_time: 0.0121 (0.011342416702050835)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4211812019348145 (2.4211812019348145) | > loss_disc_real_0: 0.21876202523708344 (0.21876202523708344) | > loss_disc_real_1: 0.1945793777704239 (0.1945793777704239) | > loss_disc_real_2: 0.22501155734062195 (0.22501155734062195) | > loss_disc_real_3: 0.2657948136329651 (0.2657948136329651) | > loss_disc_real_4: 0.23990119993686676 (0.23990119993686676) | > loss_disc_real_5: 0.24763116240501404 (0.24763116240501404) | > loss_0: 2.4211812019348145 (2.4211812019348145) | > loss_gen: 2.84059739112854 (2.84059739112854) | > loss_kl: 2.0836265087127686 (2.0836265087127686) | > loss_feat: 8.233080863952637 (8.233080863952637) | > loss_mel: 16.17411231994629 (16.17411231994629) | > loss_duration: 1.6754488945007324 (1.6754488945007324) | > loss_1: 31.006866455078125 (31.006866455078125)  --> STEP: 1 | > loss_disc: 2.492950916290283 (2.492950916290283) | > loss_disc_real_0: 0.21320569515228271 (0.21320569515228271) | > loss_disc_real_1: 0.2114134132862091 (0.2114134132862091) | > loss_disc_real_2: 0.2449585497379303 (0.2449585497379303) | > loss_disc_real_3: 0.2786368727684021 (0.2786368727684021) | > loss_disc_real_4: 0.260303795337677 (0.260303795337677) | > loss_disc_real_5: 0.23369717597961426 (0.23369717597961426) | > loss_0: 2.492950916290283 (2.492950916290283) | > loss_gen: 2.7129135131835938 (2.7129135131835938) | > loss_kl: 2.090378999710083 (2.090378999710083) | > loss_feat: 7.2375946044921875 (7.2375946044921875) | > loss_mel: 13.711085319519043 (13.711085319519043) | > loss_duration: 1.7045680284500122 (1.7045680284500122) | > loss_1: 27.456541061401367 (27.456541061401367)  --> STEP: 2 | > loss_disc: 2.4444799423217773 (2.4687154293060303) | > loss_disc_real_0: 0.23207062482833862 (0.22263815999031067) | > loss_disc_real_1: 0.1929321140050888 (0.20217276364564896) | > loss_disc_real_2: 0.21525654196739197 (0.23010754585266113) | > loss_disc_real_3: 0.24174116551876068 (0.2601890191435814) | > loss_disc_real_4: 0.24575592577457428 (0.25302986055612564) | > loss_disc_real_5: 0.24181699752807617 (0.23775708675384521) | > loss_0: 2.4444799423217773 (2.4687154293060303) | > loss_gen: 2.7853894233703613 (2.7491514682769775) | > loss_kl: 2.150041103363037 (2.12021005153656) | > loss_feat: 8.054601669311523 (7.6460981369018555) | > loss_mel: 14.84967041015625 (14.280377864837646) | > loss_duration: 1.5676484107971191 (1.6361082196235657) | > loss_1: 29.407350540161133 (28.43194580078125)  --> STEP: 3 | > loss_disc: 2.52067232131958 (2.486034393310547) | > loss_disc_real_0: 0.24245314300060272 (0.22924315432707468) | > loss_disc_real_1: 0.1904338151216507 (0.1982597808043162) | > loss_disc_real_2: 0.24224931001663208 (0.23415480057398477) | > loss_disc_real_3: 0.22657376527786255 (0.2489839345216751) | > loss_disc_real_4: 0.254435271024704 (0.2534983307123184) | > loss_disc_real_5: 0.30391696095466614 (0.25981037815411884) | > loss_0: 2.52067232131958 (2.486034393310547) | > loss_gen: 2.716060161590576 (2.7381210327148438) | > loss_kl: 1.9766790866851807 (2.0723663965861) | > loss_feat: 7.179245948791504 (7.490480740865071) | > loss_mel: 13.872395515441895 (14.144383748372396) | > loss_duration: 1.6527055501937866 (1.6416406631469727) | > loss_1: 27.39708709716797 (28.086992899576824)  --> STEP: 4 | > loss_disc: 2.4323625564575195 (2.47261643409729) | > loss_disc_real_0: 0.21277189254760742 (0.22512533888220787) | > loss_disc_real_1: 0.21540944278240204 (0.20254719629883766) | > loss_disc_real_2: 0.23410648107528687 (0.2341427206993103) | > loss_disc_real_3: 0.2383144646883011 (0.2463165670633316) | > loss_disc_real_4: 0.24678704142570496 (0.25182050839066505) | > loss_disc_real_5: 0.2357982099056244 (0.25380733609199524) | > loss_0: 2.4323625564575195 (2.47261643409729) | > loss_gen: 2.7055914402008057 (2.7299886345863342) | > loss_kl: 1.9257696866989136 (2.0357172191143036) | > loss_feat: 7.031675815582275 (7.375779509544373) | > loss_mel: 13.59371280670166 (14.006716012954712) | > loss_duration: 1.750594139099121 (1.6688790321350098) | > loss_1: 27.007343292236328 (27.8170804977417)  --> STEP: 5 | > loss_disc: 2.693547248840332 (2.5168025970458983) | > loss_disc_real_0: 0.20619875192642212 (0.22134002149105073) | > loss_disc_real_1: 0.2270067185163498 (0.2074391007423401) | > loss_disc_real_2: 0.2736499011516571 (0.24204415678977967) | > loss_disc_real_3: 0.1936989724636078 (0.23579304814338684) | > loss_disc_real_4: 0.2508525550365448 (0.251626917719841) | > loss_disc_real_5: 0.2775142192840576 (0.2585487127304077) | > loss_0: 2.693547248840332 (2.5168025970458983) | > loss_gen: 2.1451973915100098 (2.6130303859710695) | > loss_kl: 1.8602931499481201 (2.000632405281067) | > loss_feat: 3.9595947265625 (6.692542552947998) | > loss_mel: 9.504257202148438 (13.106224250793456) | > loss_duration: 1.5481040477752686 (1.6447240352630614) | > loss_1: 19.017446517944336 (26.057153701782227) --> EVAL PERFORMANCE | > avg_loader_time: 0.15057673454284667 (-0.00591869354248048) | > avg_loss_disc: 2.5168025970458983 (+0.30175881385803205) | > avg_loss_disc_real_0: 0.22134002149105073 (+0.11839350610971451) | > avg_loss_disc_real_1: 0.2074391007423401 (+0.013688030838966386) | > avg_loss_disc_real_2: 0.24204415678977967 (+0.010186994075775141) | > avg_loss_disc_real_3: 0.23579304814338684 (+0.006790351867675765) | > avg_loss_disc_real_4: 0.251626917719841 (+0.059237453341484086) | > avg_loss_disc_real_5: 0.2585487127304077 (+0.05329754650592802) | > avg_loss_0: 2.5168025970458983 (+0.30175881385803205) | > avg_loss_gen: 2.6130303859710695 (+0.0682704925537112) | > avg_loss_kl: 2.000632405281067 (-0.032695984840393155) | > avg_loss_feat: 6.692542552947998 (-1.084669589996338) | > avg_loss_mel: 13.106224250793456 (-1.578311729431153) | > avg_loss_duration: 1.6447240352630614 (-0.0017872571945192206) | > avg_loss_1: 26.057153701782227 (-2.6291938781738295)  > EPOCH: 142/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 02:39:13)   --> TIME: 2025-02-21 02:39:42 -- STEP: 29/924 -- GLOBAL_STEP: 177100 | > loss_disc: 2.2709310054779053 (2.251625924274839) | > loss_disc_real_0: 0.14316412806510925 (0.1278041634580185) | > loss_disc_real_1: 0.19357915222644806 (0.19045678038021613) | > loss_disc_real_2: 0.20363749563694 (0.20745377242565155) | > loss_disc_real_3: 0.17589309811592102 (0.20490047130091438) | > loss_disc_real_4: 0.19769008457660675 (0.20757753992902822) | > loss_disc_real_5: 0.22001385688781738 (0.20264374439058633) | > loss_0: 2.2709310054779053 (2.251625924274839) | > grad_norm_0: tensor(30.6102, device='cuda:0') (tensor(44.3680, device='cuda:0')) | > loss_gen: 2.7591891288757324 (2.7170886664554987) | > loss_kl: 2.192084789276123 (2.108685472915912) | > loss_feat: 8.232362747192383 (8.324326679624361) | > loss_mel: 14.346158027648926 (15.068230563196643) | > loss_duration: 1.575266718864441 (1.598867231401904) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.10506248474121 (29.81719832584776) | > grad_norm_1: tensor(1182.2135, device='cuda:0') (tensor(912.2098, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.9277 (0.9117664961979307) | > loader_time: 0.0155 (0.011170058414853853)  --> TIME: 2025-02-21 02:40:29 -- STEP: 79/924 -- GLOBAL_STEP: 177150 | > loss_disc: 2.2141568660736084 (2.244434225408337) | > loss_disc_real_0: 0.13214382529258728 (0.14044271140724798) | > loss_disc_real_1: 0.17479363083839417 (0.18976359427729741) | > loss_disc_real_2: 0.1929263472557068 (0.20364891879166228) | > loss_disc_real_3: 0.21508608758449554 (0.20465136743799037) | > loss_disc_real_4: 0.22693023085594177 (0.20744413722165023) | > loss_disc_real_5: 0.22959277033805847 (0.20124570704713657) | > loss_0: 2.2141568660736084 (2.244434225408337) | > grad_norm_0: tensor(87.3639, device='cuda:0') (tensor(56.3452, device='cuda:0')) | > loss_gen: 2.676051616668701 (2.7809119315087045) | > loss_kl: 1.826729655265808 (2.0875685924216167) | > loss_feat: 8.007997512817383 (8.43594283091871) | > loss_mel: 14.20220947265625 (15.012472092350826) | > loss_duration: 1.5417861938476562 (1.5991862197465534) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.254776000976562 (29.91608165789254) | > grad_norm_1: tensor(724.0302, device='cuda:0') (tensor(889.4492, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.8767 (0.9126213924794258) | > loader_time: 0.0109 (0.011455762235424187)  --> TIME: 2025-02-21 02:41:15 -- STEP: 129/924 -- GLOBAL_STEP: 177200 | > loss_disc: 2.091261386871338 (2.2366731804470694) | > loss_disc_real_0: 0.09972290694713593 (0.1333130022236543) | > loss_disc_real_1: 0.17276130616664886 (0.1890892845022586) | > loss_disc_real_2: 0.18452277779579163 (0.20396794644437094) | > loss_disc_real_3: 0.19462046027183533 (0.20432585246803223) | > loss_disc_real_4: 0.2083626538515091 (0.2059036696604056) | > loss_disc_real_5: 0.19651302695274353 (0.2032429581695749) | > loss_0: 2.091261386871338 (2.2366731804470694) | > grad_norm_0: tensor(43.1373, device='cuda:0') (tensor(52.8923, device='cuda:0')) | > loss_gen: 3.0361180305480957 (2.784736062205115) | > loss_kl: 2.036414384841919 (2.087149747582368) | > loss_feat: 9.24252986907959 (8.5029277912406) | > loss_mel: 16.143970489501953 (15.039206630499788) | > loss_duration: 1.6062628030776978 (1.5992541738258776) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.0652961730957 (30.013274436773255) | > grad_norm_1: tensor(899.6068, device='cuda:0') (tensor(866.6186, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.9122 (0.9098786827205687) | > loader_time: 0.0108 (0.01136608456456384)  --> TIME: 2025-02-21 02:42:02 -- STEP: 179/924 -- GLOBAL_STEP: 177250 | > loss_disc: 2.2086520195007324 (2.2375654528260895) | > loss_disc_real_0: 0.08811269700527191 (0.13085451447430937) | > loss_disc_real_1: 0.13875852525234222 (0.18951492119767813) | > loss_disc_real_2: 0.16757939755916595 (0.20357957640506702) | > loss_disc_real_3: 0.18667136132717133 (0.20565203772909807) | > loss_disc_real_4: 0.16324542462825775 (0.20661560766523776) | > loss_disc_real_5: 0.2602628171443939 (0.20305011184188915) | > loss_0: 2.2086520195007324 (2.2375654528260895) | > grad_norm_0: tensor(42.3880, device='cuda:0') (tensor(54.1454, device='cuda:0')) | > loss_gen: 2.8302648067474365 (2.7779281099415356) | > loss_kl: 2.044774293899536 (2.0996364215232806) | > loss_feat: 8.899476051330566 (8.461414179988411) | > loss_mel: 14.425039291381836 (15.000876948820146) | > loss_duration: 1.5515031814575195 (1.5974792541738325) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.751056671142578 (29.937334966393156) | > grad_norm_1: tensor(1094.0889, device='cuda:0') (tensor(871.6089, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.9281 (0.9122105430624342) | > loader_time: 0.0152 (0.011361348562400439)  --> TIME: 2025-02-21 02:42:49 -- STEP: 229/924 -- GLOBAL_STEP: 177300 | > loss_disc: 2.082061767578125 (2.2351338004441237) | > loss_disc_real_0: 0.06938059628009796 (0.1303027897877985) | > loss_disc_real_1: 0.18296949565410614 (0.18990320051861642) | > loss_disc_real_2: 0.18853887915611267 (0.20343458346664645) | > loss_disc_real_3: 0.17974139750003815 (0.20573185546949954) | > loss_disc_real_4: 0.19548022747039795 (0.20648918811671077) | > loss_disc_real_5: 0.2019762098789215 (0.20285860686583296) | > loss_0: 2.082061767578125 (2.2351338004441237) | > grad_norm_0: tensor(47.4962, device='cuda:0') (tensor(54.4907, device='cuda:0')) | > loss_gen: 2.8985979557037354 (2.7758771373715465) | > loss_kl: 2.1187210083007812 (2.1029479623361436) | > loss_feat: 9.762709617614746 (8.421811451557934) | > loss_mel: 15.559635162353516 (14.916209429112063) | > loss_duration: 1.6327133178710938 (1.5983257762209295) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.97237777709961 (29.81517182062807) | > grad_norm_1: tensor(1121.9447, device='cuda:0') (tensor(874.3394, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.8808 (0.916223370872731) | > loader_time: 0.0098 (0.01138479324407453)  --> TIME: 2025-02-21 02:43:36 -- STEP: 279/924 -- GLOBAL_STEP: 177350 | > loss_disc: 2.309861421585083 (2.234133838752692) | > loss_disc_real_0: 0.22367076575756073 (0.13090557514232543) | > loss_disc_real_1: 0.1802065372467041 (0.18974774995798704) | > loss_disc_real_2: 0.25617799162864685 (0.2033005501527512) | > loss_disc_real_3: 0.24191159009933472 (0.20543503152426848) | > loss_disc_real_4: 0.24464096128940582 (0.2065472670673897) | > loss_disc_real_5: 0.24796898663043976 (0.20203026178489883) | > loss_0: 2.309861421585083 (2.234133838752692) | > grad_norm_0: tensor(78.3115, device='cuda:0') (tensor(55.1656, device='cuda:0')) | > loss_gen: 3.119642734527588 (2.7842235035366483) | > loss_kl: 2.1620936393737793 (2.102138421014218) | > loss_feat: 9.219980239868164 (8.435259306302628) | > loss_mel: 15.97325325012207 (14.927868487587112) | > loss_duration: 1.5777502059936523 (1.5993505643687367) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.05271911621094 (29.848840344336725) | > grad_norm_1: tensor(952.6173, device='cuda:0') (tensor(880.0492, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.9118 (0.9170947664527485) | > loader_time: 0.0133 (0.011354687393352552)  --> TIME: 2025-02-21 02:44:23 -- STEP: 329/924 -- GLOBAL_STEP: 177400 | > loss_disc: 2.2848293781280518 (2.2345172398720834) | > loss_disc_real_0: 0.10683248937129974 (0.12876797636183923) | > loss_disc_real_1: 0.16498242318630219 (0.1900873250330835) | > loss_disc_real_2: 0.19035178422927856 (0.20367852274588905) | > loss_disc_real_3: 0.19149185717105865 (0.20604128025947724) | > loss_disc_real_4: 0.21228477358818054 (0.20668541121446624) | > loss_disc_real_5: 0.2410864531993866 (0.2022444264323516) | > loss_0: 2.2848293781280518 (2.2345172398720834) | > grad_norm_0: tensor(47.8011, device='cuda:0') (tensor(54.5701, device='cuda:0')) | > loss_gen: 2.664961576461792 (2.781252705217497) | > loss_kl: 2.174147129058838 (2.1071096452173848) | > loss_feat: 7.471426963806152 (8.425154932364133) | > loss_mel: 13.536608695983887 (14.915374616721481) | > loss_duration: 1.5811359882354736 (1.5991753611521151) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.428279876708984 (29.828067321545447) | > grad_norm_1: tensor(1145.9413, device='cuda:0') (tensor(878.3323, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.921 (0.9185148640606543) | > loader_time: 0.0106 (0.011351382478754573)  --> TIME: 2025-02-21 02:45:10 -- STEP: 379/924 -- GLOBAL_STEP: 177450 | > loss_disc: 2.248530626296997 (2.236849357396128) | > loss_disc_real_0: 0.16217611730098724 (0.13004844724188375) | > loss_disc_real_1: 0.18338167667388916 (0.19030000438476297) | > loss_disc_real_2: 0.21072715520858765 (0.20391682694643976) | > loss_disc_real_3: 0.22100397944450378 (0.206357855910047) | > loss_disc_real_4: 0.1978330761194229 (0.20691314170574457) | > loss_disc_real_5: 0.1611800640821457 (0.20193261572584947) | > loss_0: 2.248530626296997 (2.236849357396128) | > grad_norm_0: tensor(74.1116, device='cuda:0') (tensor(54.8563, device='cuda:0')) | > loss_gen: 2.6630964279174805 (2.782315580700193) | > loss_kl: 2.214521884918213 (2.1109139334243334) | > loss_feat: 8.023205757141113 (8.4260172013557) | > loss_mel: 15.348505020141602 (14.93273355841322) | > loss_duration: 1.6469957828521729 (1.599282355295951) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.896324157714844 (29.851262668820986) | > grad_norm_1: tensor(850.5370, device='cuda:0') (tensor(878.4009, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.9507 (0.918793283855066) | > loader_time: 0.012 (0.011368715668731126)  --> TIME: 2025-02-21 02:45:57 -- STEP: 429/924 -- GLOBAL_STEP: 177500 | > loss_disc: 2.1973745822906494 (2.234823916341876) | > loss_disc_real_0: 0.21120129525661469 (0.130286275819465) | > loss_disc_real_1: 0.24437756836414337 (0.1903192879575671) | > loss_disc_real_2: 0.20560036599636078 (0.20361420376734304) | > loss_disc_real_3: 0.19046686589717865 (0.2060156468397531) | > loss_disc_real_4: 0.19225145876407623 (0.20668085634986288) | > loss_disc_real_5: 0.20240528881549835 (0.20192118572605244) | > loss_0: 2.1973745822906494 (2.234823916341876) | > grad_norm_0: tensor(93.3079, device='cuda:0') (tensor(54.4897, device='cuda:0')) | > loss_gen: 2.9318137168884277 (2.782525053113213) | > loss_kl: 2.205970048904419 (2.116883932015835) | > loss_feat: 9.075479507446289 (8.435197926901434) | > loss_mel: 15.686785697937012 (14.946028224793903) | > loss_duration: 1.6222865581512451 (1.5994985420387104) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.522335052490234 (29.88013372888098) | > grad_norm_1: tensor(1191.7148, device='cuda:0') (tensor(882.4761, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.9318 (0.9192464218273031) | > loader_time: 0.0115 (0.01134561492012931)  --> TIME: 2025-02-21 02:46:44 -- STEP: 479/924 -- GLOBAL_STEP: 177550 | > loss_disc: 2.237484931945801 (2.2355074332502034) | > loss_disc_real_0: 0.11306634545326233 (0.13014998578608408) | > loss_disc_real_1: 0.19227424263954163 (0.19029040955053736) | > loss_disc_real_2: 0.21402983367443085 (0.20354940977126426) | > loss_disc_real_3: 0.22204047441482544 (0.2060263620724508) | > loss_disc_real_4: 0.22017407417297363 (0.2066903445317502) | > loss_disc_real_5: 0.2069089710712433 (0.20189272775655004) | > loss_0: 2.237484931945801 (2.2355074332502034) | > grad_norm_0: tensor(33.2876, device='cuda:0') (tensor(54.5930, device='cuda:0')) | > loss_gen: 2.7695133686065674 (2.782248210309692) | > loss_kl: 2.0408942699432373 (2.116583567073798) | > loss_feat: 7.7471466064453125 (8.434647647722272) | > loss_mel: 14.198763847351074 (14.952206711181768) | > loss_duration: 1.574171543121338 (1.5990615077705619) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.330490112304688 (29.884747698312015) | > grad_norm_1: tensor(670.5656, device='cuda:0') (tensor(868.6925, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.94 (0.9197378691153637) | > loader_time: 0.0113 (0.011325747085762422)  --> TIME: 2025-02-21 02:47:31 -- STEP: 529/924 -- GLOBAL_STEP: 177600 | > loss_disc: 2.175755500793457 (2.2323657157065058) | > loss_disc_real_0: 0.046140674501657486 (0.1294907750051278) | > loss_disc_real_1: 0.21328262984752655 (0.19012382068796282) | > loss_disc_real_2: 0.2023242861032486 (0.20310129464686708) | > loss_disc_real_3: 0.16729426383972168 (0.2061561267182146) | > loss_disc_real_4: 0.15979430079460144 (0.20644849910627922) | > loss_disc_real_5: 0.14779077470302582 (0.2017355297035441) | > loss_0: 2.175755500793457 (2.2323657157065058) | > grad_norm_0: tensor(35.0563, device='cuda:0') (tensor(54.6174, device='cuda:0')) | > loss_gen: 2.96529221534729 (2.7871355194675904) | > loss_kl: 2.167167901992798 (2.121794181419906) | > loss_feat: 9.81823444366455 (8.456668577031957) | > loss_mel: 16.437353134155273 (14.978025322825786) | > loss_duration: 1.5975221395492554 (1.599155595487367) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.98556900024414 (29.942779238147413) | > grad_norm_1: tensor(1081.8749, device='cuda:0') (tensor(871.5327, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.8988 (0.919839773827104) | > loader_time: 0.0102 (0.011315728856395008)  --> TIME: 2025-02-21 02:48:17 -- STEP: 579/924 -- GLOBAL_STEP: 177650 | > loss_disc: 2.0427463054656982 (2.2326256732660665) | > loss_disc_real_0: 0.11069069802761078 (0.1300900573737675) | > loss_disc_real_1: 0.16149014234542847 (0.19022852118048225) | > loss_disc_real_2: 0.15481863915920258 (0.20307560599632632) | > loss_disc_real_3: 0.17977336049079895 (0.20623172289452193) | > loss_disc_real_4: 0.18803288042545319 (0.20626849159984403) | > loss_disc_real_5: 0.18953688442707062 (0.20179574976519182) | > loss_0: 2.0427463054656982 (2.2326256732660665) | > grad_norm_0: tensor(43.1083, device='cuda:0') (tensor(54.4697, device='cuda:0')) | > loss_gen: 2.953065872192383 (2.78536426753372) | > loss_kl: 2.2844438552856445 (2.121368414997437) | > loss_feat: 9.535710334777832 (8.444573306872636) | > loss_mel: 16.204076766967773 (14.973524192454283) | > loss_duration: 1.614806890487671 (1.5991819998143253) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.59210205078125 (29.924012228614927) | > grad_norm_1: tensor(1121.2793, device='cuda:0') (tensor(871.0703, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.919 (0.9198034489093049) | > loader_time: 0.0112 (0.01133473261238586)  --> TIME: 2025-02-21 02:49:04 -- STEP: 629/924 -- GLOBAL_STEP: 177700 | > loss_disc: 2.1749768257141113 (2.2327178451328864) | > loss_disc_real_0: 0.09859156608581543 (0.12990277672159842) | > loss_disc_real_1: 0.17740602791309357 (0.19032373818286075) | > loss_disc_real_2: 0.1741609275341034 (0.2030345608016835) | > loss_disc_real_3: 0.19545800983905792 (0.20607779820602148) | > loss_disc_real_4: 0.20881293714046478 (0.2062219472776727) | > loss_disc_real_5: 0.1901100128889084 (0.20175158233635002) | > loss_0: 2.1749768257141113 (2.2327178451328864) | > grad_norm_0: tensor(55.6971, device='cuda:0') (tensor(54.5967, device='cuda:0')) | > loss_gen: 2.8751637935638428 (2.7858422590931973) | > loss_kl: 2.2019171714782715 (2.121050162231978) | > loss_feat: 9.121936798095703 (8.449311285216009) | > loss_mel: 16.317890167236328 (14.976138307483472) | > loss_duration: 1.5823558568954468 (1.5987079334941308) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.099266052246094 (29.93104998371749) | > grad_norm_1: tensor(1300.3707, device='cuda:0') (tensor(876.0435, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.9298 (0.9194791555783707) | > loader_time: 0.0111 (0.011331522218373687)  --> TIME: 2025-02-21 02:49:51 -- STEP: 679/924 -- GLOBAL_STEP: 177750 | > loss_disc: 2.2659685611724854 (2.2350413692190663) | > loss_disc_real_0: 0.23199152946472168 (0.1308420663466335) | > loss_disc_real_1: 0.1745743602514267 (0.19048929778483187) | > loss_disc_real_2: 0.18496142327785492 (0.20332703286225043) | > loss_disc_real_3: 0.2141904979944229 (0.20601600463418432) | > loss_disc_real_4: 0.19417007267475128 (0.20624362364608884) | > loss_disc_real_5: 0.21675585210323334 (0.20168929596449384) | > loss_0: 2.2659685611724854 (2.2350413692190663) | > grad_norm_0: tensor(73.5729, device='cuda:0') (tensor(55.1079, device='cuda:0')) | > loss_gen: 2.762333869934082 (2.787608597872011) | > loss_kl: 2.2342069149017334 (2.1200169503952173) | > loss_feat: 7.828874111175537 (8.452795676876049) | > loss_mel: 14.317037582397461 (14.988720004793821) | > loss_duration: 1.616420030593872 (1.5982416934924901) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.758872985839844 (29.947382953626946) | > grad_norm_1: tensor(721.5926, device='cuda:0') (tensor(874.1861, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.9154 (0.919136214150947) | > loader_time: 0.0114 (0.01134439982440931)  --> TIME: 2025-02-21 02:50:38 -- STEP: 729/924 -- GLOBAL_STEP: 177800 | > loss_disc: 2.316849946975708 (2.2343041221464297) | > loss_disc_real_0: 0.15538039803504944 (0.1306200373013324) | > loss_disc_real_1: 0.19339171051979065 (0.1902926803575457) | > loss_disc_real_2: 0.2107328623533249 (0.20315349063183225) | > loss_disc_real_3: 0.19475507736206055 (0.20590369405406322) | > loss_disc_real_4: 0.22608672082424164 (0.20616654438491727) | > loss_disc_real_5: 0.19479626417160034 (0.20189051532451016) | > loss_0: 2.316849946975708 (2.2343041221464297) | > grad_norm_0: tensor(56.6545, device='cuda:0') (tensor(54.5216, device='cuda:0')) | > loss_gen: 2.6263620853424072 (2.7846842220944805) | > loss_kl: 1.968532919883728 (2.120042409098853) | > loss_feat: 8.40020751953125 (8.452145515645965) | > loss_mel: 15.29092788696289 (14.997644986962422) | > loss_duration: 1.634720802307129 (1.5984699964850362) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.92074966430664 (29.952987163318692) | > grad_norm_1: tensor(893.9011, device='cuda:0') (tensor(858.4603, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.983 (0.9195242735911136) | > loader_time: 0.0147 (0.01135114845097964)  --> TIME: 2025-02-21 02:51:24 -- STEP: 779/924 -- GLOBAL_STEP: 177850 | > loss_disc: 2.202221155166626 (2.2338919206516445) | > loss_disc_real_0: 0.16869720816612244 (0.1309896816280748) | > loss_disc_real_1: 0.1755066066980362 (0.19034401772110993) | > loss_disc_real_2: 0.18174251914024353 (0.20305408520172136) | > loss_disc_real_3: 0.20538218319416046 (0.2057417578928277) | > loss_disc_real_4: 0.18117651343345642 (0.20608930159671024) | > loss_disc_real_5: 0.2030467540025711 (0.20179382831202544) | > loss_0: 2.202221155166626 (2.2338919206516445) | > grad_norm_0: tensor(88.7304, device='cuda:0') (tensor(54.2778, device='cuda:0')) | > loss_gen: 2.816494941711426 (2.7844766676808517) | > loss_kl: 2.135005474090576 (2.1172876801815224) | > loss_feat: 9.172639846801758 (8.453959037158846) | > loss_mel: 16.225576400756836 (15.013759218835402) | > loss_duration: 1.6295160055160522 (1.5989573846579512) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.979232788085938 (29.968440025241446) | > grad_norm_1: tensor(1037.9587, device='cuda:0') (tensor(860.0667, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.9073 (0.9194202236400795) | > loader_time: 0.0104 (0.011355888858839234)  --> TIME: 2025-02-21 02:52:10 -- STEP: 829/924 -- GLOBAL_STEP: 177900 | > loss_disc: 2.1436662673950195 (2.2343941253977335) | > loss_disc_real_0: 0.10336961597204208 (0.13125697466734654) | > loss_disc_real_1: 0.1618376225233078 (0.19028866111297504) | > loss_disc_real_2: 0.1934516280889511 (0.20288035794822967) | > loss_disc_real_3: 0.20750056207180023 (0.20571113984461134) | > loss_disc_real_4: 0.2138417661190033 (0.2061022079860921) | > loss_disc_real_5: 0.18116313219070435 (0.2018683894803642) | > loss_0: 2.1436662673950195 (2.2343941253977335) | > grad_norm_0: tensor(28.1677, device='cuda:0') (tensor(54.2397, device='cuda:0')) | > loss_gen: 2.650529384613037 (2.7848043571191483) | > loss_kl: 2.14969539642334 (2.117351426577829) | > loss_feat: 8.568196296691895 (8.45019562655679) | > loss_mel: 14.49498462677002 (15.017252922058105) | > loss_duration: 1.5487011671066284 (1.5983992363489146) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.412105560302734 (29.968003603172534) | > grad_norm_1: tensor(755.7047, device='cuda:0') (tensor(856.9566, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.9197 (0.9187526705756838) | > loader_time: 0.0114 (0.011339900577025185)  --> TIME: 2025-02-21 02:52:57 -- STEP: 879/924 -- GLOBAL_STEP: 177950 | > loss_disc: 2.2995715141296387 (2.2331752873389266) | > loss_disc_real_0: 0.11722901463508606 (0.13098294200191313) | > loss_disc_real_1: 0.2011612504720688 (0.19017401230823455) | > loss_disc_real_2: 0.18693220615386963 (0.20279793100552354) | > loss_disc_real_3: 0.21859312057495117 (0.20575101704117374) | > loss_disc_real_4: 0.175089493393898 (0.20607275716680729) | > loss_disc_real_5: 0.19993425905704498 (0.20173045409688634) | > loss_0: 2.2995715141296387 (2.2331752873389266) | > grad_norm_0: tensor(22.1345, device='cuda:0') (tensor(54.4293, device='cuda:0')) | > loss_gen: 2.5811636447906494 (2.78726771504399) | > loss_kl: 2.147880792617798 (2.1170978577335027) | > loss_feat: 8.270225524902344 (8.464740387001932) | > loss_mel: 14.628929138183594 (15.036381719326675) | > loss_duration: 1.5657302141189575 (1.598557120975238) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.19392967224121 (30.004044826798335) | > grad_norm_1: tensor(424.8516, device='cuda:0') (tensor(858.4293, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.9172 (0.9189615255058557) | > loader_time: 0.0105 (0.011327051601041024)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4927022457122803 (2.4927022457122803) | > loss_disc_real_0: 0.29980015754699707 (0.29980015754699707) | > loss_disc_real_1: 0.21920377016067505 (0.21920377016067505) | > loss_disc_real_2: 0.20724089443683624 (0.20724089443683624) | > loss_disc_real_3: 0.19353361427783966 (0.19353361427783966) | > loss_disc_real_4: 0.2437095046043396 (0.2437095046043396) | > loss_disc_real_5: 0.22258412837982178 (0.22258412837982178) | > loss_0: 2.4927022457122803 (2.4927022457122803) | > loss_gen: 2.5991265773773193 (2.5991265773773193) | > loss_kl: 2.1757588386535645 (2.1757588386535645) | > loss_feat: 7.244386196136475 (7.244386196136475) | > loss_mel: 13.887287139892578 (13.887287139892578) | > loss_duration: 1.6881626844406128 (1.6881626844406128) | > loss_1: 27.5947208404541 (27.5947208404541)  --> STEP: 1 | > loss_disc: 2.4424471855163574 (2.4424471855163574) | > loss_disc_real_0: 0.31252071261405945 (0.31252071261405945) | > loss_disc_real_1: 0.21838711202144623 (0.21838711202144623) | > loss_disc_real_2: 0.22335119545459747 (0.22335119545459747) | > loss_disc_real_3: 0.22651737928390503 (0.22651737928390503) | > loss_disc_real_4: 0.2552015781402588 (0.2552015781402588) | > loss_disc_real_5: 0.24816778302192688 (0.24816778302192688) | > loss_0: 2.4424471855163574 (2.4424471855163574) | > loss_gen: 2.8672549724578857 (2.8672549724578857) | > loss_kl: 1.974474310874939 (1.974474310874939) | > loss_feat: 8.138092994689941 (8.138092994689941) | > loss_mel: 15.217204093933105 (15.217204093933105) | > loss_duration: 1.6778233051300049 (1.6778233051300049) | > loss_1: 29.874849319458008 (29.874849319458008)  --> STEP: 2 | > loss_disc: 2.4364266395568848 (2.439436912536621) | > loss_disc_real_0: 0.2847404181957245 (0.29863056540489197) | > loss_disc_real_1: 0.20541484653949738 (0.2119009792804718) | > loss_disc_real_2: 0.20564010739326477 (0.21449565142393112) | > loss_disc_real_3: 0.19018937647342682 (0.20835337787866592) | > loss_disc_real_4: 0.2262735664844513 (0.24073757231235504) | > loss_disc_real_5: 0.2324099987745285 (0.2402888908982277) | > loss_0: 2.4364266395568848 (2.439436912536621) | > loss_gen: 2.563690185546875 (2.7154725790023804) | > loss_kl: 2.05368709564209 (2.0140807032585144) | > loss_feat: 7.279951572418213 (7.709022283554077) | > loss_mel: 13.944151878356934 (14.58067798614502) | > loss_duration: 1.5848158597946167 (1.6313195824623108) | > loss_1: 27.42629623413086 (28.650572776794434)  --> STEP: 3 | > loss_disc: 2.5934665203094482 (2.4907801151275635) | > loss_disc_real_0: 0.5190434455871582 (0.3721015254656474) | > loss_disc_real_1: 0.21719546616077423 (0.2136658082405726) | > loss_disc_real_2: 0.204165518283844 (0.21105227371056876) | > loss_disc_real_3: 0.22341610491275787 (0.2133742868900299) | > loss_disc_real_4: 0.24036559462547302 (0.24061357975006104) | > loss_disc_real_5: 0.23353207111358643 (0.2380366176366806) | > loss_0: 2.5934665203094482 (2.4907801151275635) | > loss_gen: 2.856318950653076 (2.7624213695526123) | > loss_kl: 1.94322669506073 (1.9904627005259197) | > loss_feat: 7.220227241516113 (7.546090602874756) | > loss_mel: 14.132891654968262 (14.431415875752768) | > loss_duration: 1.6712359189987183 (1.6446250279744465) | > loss_1: 27.82390022277832 (28.375015258789062)  --> STEP: 4 | > loss_disc: 2.5203239917755127 (2.498166084289551) | > loss_disc_real_0: 0.29347163438796997 (0.352444052696228) | > loss_disc_real_1: 0.22586390376091003 (0.21671533212065697) | > loss_disc_real_2: 0.20561236143112183 (0.20969229564070702) | > loss_disc_real_3: 0.2325221598148346 (0.21816125512123108) | > loss_disc_real_4: 0.2583423852920532 (0.24504578113555908) | > loss_disc_real_5: 0.24752826988697052 (0.24040953069925308) | > loss_0: 2.5203239917755127 (2.498166084289551) | > loss_gen: 2.656144618988037 (2.7358521819114685) | > loss_kl: 1.986192226409912 (1.9893950819969177) | > loss_feat: 6.331054210662842 (7.242331504821777) | > loss_mel: 12.28596305847168 (13.895052671432495) | > loss_duration: 1.7719990015029907 (1.6764685213565826) | > loss_1: 25.031354904174805 (27.539100170135498)  --> STEP: 5 | > loss_disc: 2.187056303024292 (2.435944128036499) | > loss_disc_real_0: 0.21048885583877563 (0.32405301332473757) | > loss_disc_real_1: 0.19098560512065887 (0.21156938672065734) | > loss_disc_real_2: 0.2977268397808075 (0.22729920446872712) | > loss_disc_real_3: 0.26594871282577515 (0.2277187466621399) | > loss_disc_real_4: 0.3356805145740509 (0.26317272782325746) | > loss_disc_real_5: 0.24243322014808655 (0.24081426858901978) | > loss_0: 2.187056303024292 (2.435944128036499) | > loss_gen: 3.5656793117523193 (2.9018176078796385) | > loss_kl: 1.4948596954345703 (1.8904880046844483) | > loss_feat: 9.073895454406738 (7.608644294738769) | > loss_mel: 17.3431396484375 (14.584670066833496) | > loss_duration: 1.5399558544158936 (1.6491659879684448) | > loss_1: 33.01753234863281 (28.63478660583496) --> EVAL PERFORMANCE | > avg_loader_time: 0.15873184204101562 (+0.008155107498168945) | > avg_loss_disc: 2.435944128036499 (-0.08085846900939941) | > avg_loss_disc_real_0: 0.32405301332473757 (+0.10271299183368685) | > avg_loss_disc_real_1: 0.21156938672065734 (+0.004130285978317244) | > avg_loss_disc_real_2: 0.22729920446872712 (-0.014744952321052551) | > avg_loss_disc_real_3: 0.2277187466621399 (-0.008074301481246937) | > avg_loss_disc_real_4: 0.26317272782325746 (+0.011545810103416432) | > avg_loss_disc_real_5: 0.24081426858901978 (-0.017734444141387917) | > avg_loss_0: 2.435944128036499 (-0.08085846900939941) | > avg_loss_gen: 2.9018176078796385 (+0.288787221908569) | > avg_loss_kl: 1.8904880046844483 (-0.11014440059661856) | > avg_loss_feat: 7.608644294738769 (+0.9161017417907713) | > avg_loss_mel: 14.584670066833496 (+1.4784458160400398) | > avg_loss_duration: 1.6491659879684448 (+0.00444195270538339) | > avg_loss_1: 28.63478660583496 (+2.5776329040527344)  > EPOCH: 143/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 02:53:47)   --> TIME: 2025-02-21 02:53:54 -- STEP: 5/924 -- GLOBAL_STEP: 178000 | > loss_disc: 2.2184042930603027 (2.2011294841766356) | > loss_disc_real_0: 0.2164813131093979 (0.12300529181957245) | > loss_disc_real_1: 0.17226973176002502 (0.1838870972394943) | > loss_disc_real_2: 0.17794770002365112 (0.18732613325119019) | > loss_disc_real_3: 0.19817779958248138 (0.1775529831647873) | > loss_disc_real_4: 0.18481579422950745 (0.2041718602180481) | > loss_disc_real_5: 0.24133723974227905 (0.217826509475708) | > loss_0: 2.2184042930603027 (2.2011294841766356) | > grad_norm_0: tensor(84.1870, device='cuda:0') (tensor(52.8919, device='cuda:0')) | > loss_gen: 2.861943006515503 (2.780016565322876) | > loss_kl: 2.2030179500579834 (2.177856206893921) | > loss_feat: 8.60081672668457 (8.470517444610596) | > loss_mel: 15.583452224731445 (15.061572647094726) | > loss_duration: 1.597558856010437 (1.574501872062683) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.84678840637207 (30.064464569091797) | > grad_norm_1: tensor(830.6938, device='cuda:0') (tensor(820.0334, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.9362 (0.9104187488555908) | > loader_time: 0.0109 (0.010791826248168945) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_178000.pth  --> TIME: 2025-02-21 02:54:43 -- STEP: 55/924 -- GLOBAL_STEP: 178050 | > loss_disc: 2.2262351512908936 (2.255641482093117) | > loss_disc_real_0: 0.15133504569530487 (0.1335244304077191) | > loss_disc_real_1: 0.19290156662464142 (0.1914207176728682) | > loss_disc_real_2: 0.21478186547756195 (0.20583160384134813) | > loss_disc_real_3: 0.1863577961921692 (0.2037007367069071) | > loss_disc_real_4: 0.197440966963768 (0.20522480363195592) | > loss_disc_real_5: 0.1949143260717392 (0.2080502293326638) | > loss_0: 2.2262351512908936 (2.255641482093117) | > grad_norm_0: tensor(70.7740, device='cuda:0') (tensor(46.0160, device='cuda:0')) | > loss_gen: 2.6044442653656006 (2.7297749345952815) | > loss_kl: 2.0227649211883545 (2.115632540529425) | > loss_feat: 8.023969650268555 (8.324812230196866) | > loss_mel: 15.153464317321777 (15.098907505382192) | > loss_duration: 1.591567039489746 (1.6010478193109685) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.396209716796875 (29.87017513621937) | > grad_norm_1: tensor(513.2787, device='cuda:0') (tensor(787.5244, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.9057 (0.9083291834050958) | > loader_time: 0.0099 (0.011406404321843927)  --> TIME: 2025-02-21 02:55:30 -- STEP: 105/924 -- GLOBAL_STEP: 178100 | > loss_disc: 2.135782480239868 (2.2393069971175423) | > loss_disc_real_0: 0.051051460206508636 (0.13219199453790978) | > loss_disc_real_1: 0.18311616778373718 (0.18930210982050213) | > loss_disc_real_2: 0.2107342630624771 (0.2029685846396855) | > loss_disc_real_3: 0.18354462087154388 (0.20373139537516094) | > loss_disc_real_4: 0.234347864985466 (0.20607179999351502) | > loss_disc_real_5: 0.20311613380908966 (0.2041375971975781) | > loss_0: 2.135782480239868 (2.2393069971175423) | > grad_norm_0: tensor(25.9697, device='cuda:0') (tensor(54.2964, device='cuda:0')) | > loss_gen: 2.9823358058929443 (2.782724278313773) | > loss_kl: 2.2435779571533203 (2.118037262417022) | > loss_feat: 9.798466682434082 (8.481699979872932) | > loss_mel: 17.100492477416992 (15.128530248006184) | > loss_duration: 1.5770268440246582 (1.599370120820545) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.70189666748047 (30.110361934843517) | > grad_norm_1: tensor(850.3784, device='cuda:0') (tensor(838.6098, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.9324 (0.916488926751273) | > loader_time: 0.0107 (0.011328538258870443)  --> TIME: 2025-02-21 02:56:16 -- STEP: 155/924 -- GLOBAL_STEP: 178150 | > loss_disc: 2.163343667984009 (2.233719267383698) | > loss_disc_real_0: 0.14194561541080475 (0.1300700990182738) | > loss_disc_real_1: 0.16741833090782166 (0.18930338813412573) | > loss_disc_real_2: 0.21033155918121338 (0.20269769459001477) | > loss_disc_real_3: 0.2037755697965622 (0.20332917696045288) | > loss_disc_real_4: 0.18173936009407043 (0.20570837316974516) | > loss_disc_real_5: 0.19893130660057068 (0.20497494003465103) | > loss_0: 2.163343667984009 (2.233719267383698) | > grad_norm_0: tensor(81.9773, device='cuda:0') (tensor(53.2047, device='cuda:0')) | > loss_gen: 2.8304004669189453 (2.781519380692513) | > loss_kl: 2.1674740314483643 (2.1101930741340893) | > loss_feat: 8.27804183959961 (8.461868150772585) | > loss_mel: 14.29521369934082 (15.068321714093608) | > loss_duration: 1.5912137031555176 (1.5990891479676768) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.162343978881836 (30.020991503807807) | > grad_norm_1: tensor(1262.7997, device='cuda:0') (tensor(841.2754, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.9173 (0.9153774492202267) | > loader_time: 0.0104 (0.011262801385694935)  --> TIME: 2025-02-21 02:57:03 -- STEP: 205/924 -- GLOBAL_STEP: 178200 | > loss_disc: 2.2960548400878906 (2.234239753862707) | > loss_disc_real_0: 0.10192116349935532 (0.12981031687884795) | > loss_disc_real_1: 0.19538314640522003 (0.18916578183813793) | > loss_disc_real_2: 0.2149103432893753 (0.2032115975531136) | > loss_disc_real_3: 0.212291419506073 (0.20465927792758476) | > loss_disc_real_4: 0.15956179797649384 (0.20645811317897425) | > loss_disc_real_5: 0.18407155573368073 (0.2033932018570784) | > loss_0: 2.2960548400878906 (2.234239753862707) | > grad_norm_0: tensor(21.2584, device='cuda:0') (tensor(54.6419, device='cuda:0')) | > loss_gen: 2.568679094314575 (2.79199650810986) | > loss_kl: 2.131757974624634 (2.126550553484662) | > loss_feat: 8.235918045043945 (8.477427382585484) | > loss_mel: 14.307003021240234 (15.094865612867402) | > loss_duration: 1.5456687211990356 (1.597256421461338) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.78902816772461 (30.088096507002668) | > grad_norm_1: tensor(248.5438, device='cuda:0') (tensor(856.9741, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.9291 (0.9157560685785805) | > loader_time: 0.0108 (0.011225798071884532)  --> TIME: 2025-02-21 02:57:49 -- STEP: 255/924 -- GLOBAL_STEP: 178250 | > loss_disc: 2.263113021850586 (2.2314455093122003) | > loss_disc_real_0: 0.16324090957641602 (0.12926444452182903) | > loss_disc_real_1: 0.20439720153808594 (0.18876614138191822) | > loss_disc_real_2: 0.19336548447608948 (0.20296021945336284) | > loss_disc_real_3: 0.20997004210948944 (0.20412816732537511) | > loss_disc_real_4: 0.20096652209758759 (0.20627325153818318) | > loss_disc_real_5: 0.1759602278470993 (0.20345594216795532) | > loss_0: 2.263113021850586 (2.2314455093122003) | > grad_norm_0: tensor(41.5808, device='cuda:0') (tensor(54.5448, device='cuda:0')) | > loss_gen: 2.570143938064575 (2.7956544352512736) | > loss_kl: 1.8597040176391602 (2.1249370462754213) | > loss_feat: 7.924402713775635 (8.504221226187314) | > loss_mel: 14.60219955444336 (15.145384347205068) | > loss_duration: 1.5768775939941406 (1.5978539177015716) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.533329010009766 (30.168051057703355) | > grad_norm_1: tensor(377.4811, device='cuda:0') (tensor(864.3754, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.8611 (0.915127135258095) | > loader_time: 0.009 (0.011186260335585653)  --> TIME: 2025-02-21 02:58:36 -- STEP: 305/924 -- GLOBAL_STEP: 178300 | > loss_disc: 2.1333343982696533 (2.2278240133504394) | > loss_disc_real_0: 0.08244561403989792 (0.1294379874941755) | > loss_disc_real_1: 0.19304369390010834 (0.18847582110616037) | > loss_disc_real_2: 0.19912998378276825 (0.20268258217905383) | > loss_disc_real_3: 0.21628591418266296 (0.20396153423629826) | > loss_disc_real_4: 0.18846674263477325 (0.2059201555173905) | > loss_disc_real_5: 0.1943107545375824 (0.20299760318193283) | > loss_0: 2.1333343982696533 (2.2278240133504394) | > grad_norm_0: tensor(61.8059, device='cuda:0') (tensor(54.7587, device='cuda:0')) | > loss_gen: 2.900221824645996 (2.796690699311554) | > loss_kl: 2.0936033725738525 (2.124744407466201) | > loss_feat: 8.61373519897461 (8.49879774187432) | > loss_mel: 15.008724212646484 (15.0910002536461) | > loss_duration: 1.6287235021591187 (1.59788272732594) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.245006561279297 (30.109115888251633) | > grad_norm_1: tensor(1107.3479, device='cuda:0') (tensor(880.5806, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.9196 (0.9159232686777584) | > loader_time: 0.0099 (0.011176769850683993)  --> TIME: 2025-02-21 02:59:23 -- STEP: 355/924 -- GLOBAL_STEP: 178350 | > loss_disc: 2.301949977874756 (2.22964503731526) | > loss_disc_real_0: 0.11363077163696289 (0.12974524755083341) | > loss_disc_real_1: 0.20377513766288757 (0.18885172240331147) | > loss_disc_real_2: 0.20555944740772247 (0.2026254682053982) | > loss_disc_real_3: 0.2564544081687927 (0.20417011292047912) | > loss_disc_real_4: 0.20292939245700836 (0.20609356949866658) | > loss_disc_real_5: 0.21062326431274414 (0.20304129448994784) | > loss_0: 2.301949977874756 (2.22964503731526) | > grad_norm_0: tensor(43.5876, device='cuda:0') (tensor(54.6774, device='cuda:0')) | > loss_gen: 2.6932358741760254 (2.795680860734321) | > loss_kl: 2.1331467628479004 (2.122984967097428) | > loss_feat: 8.365514755249023 (8.514268613197428) | > loss_mel: 15.811464309692383 (15.114941887116768) | > loss_duration: 1.5843745470046997 (1.5984667872039364) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.587736129760742 (30.146343172100227) | > grad_norm_1: tensor(956.1862, device='cuda:0') (tensor(862.5424, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.9256 (0.9169140466502015) | > loader_time: 0.0111 (0.011178386043494862)  --> TIME: 2025-02-21 03:00:09 -- STEP: 405/924 -- GLOBAL_STEP: 178400 | > loss_disc: 2.3459815979003906 (2.2309564231354497) | > loss_disc_real_0: 0.11328058689832687 (0.13023582225964392) | > loss_disc_real_1: 0.18458572030067444 (0.18864517038987014) | > loss_disc_real_2: 0.20835652947425842 (0.20225197856808882) | > loss_disc_real_3: 0.24723412096500397 (0.20458362293832102) | > loss_disc_real_4: 0.23893313109874725 (0.20598945459465923) | > loss_disc_real_5: 0.20998263359069824 (0.2037814756050522) | > loss_0: 2.3459815979003906 (2.2309564231354497) | > grad_norm_0: tensor(47.0120, device='cuda:0') (tensor(53.9763, device='cuda:0')) | > loss_gen: 2.543421745300293 (2.7868109591213264) | > loss_kl: 1.9633557796478271 (2.126211450129377) | > loss_feat: 7.038008213043213 (8.49241250002825) | > loss_mel: 13.808890342712402 (15.087539698753828) | > loss_duration: 1.5888899564743042 (1.598620006478863) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.94256591796875 (30.091594663078403) | > grad_norm_1: tensor(871.0166, device='cuda:0') (tensor(815.6114, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.9102 (0.9165208157197928) | > loader_time: 0.0109 (0.011213457437209145)  --> TIME: 2025-02-21 03:00:57 -- STEP: 455/924 -- GLOBAL_STEP: 178450 | > loss_disc: 2.2246944904327393 (2.2329225493001403) | > loss_disc_real_0: 0.07753556966781616 (0.13098429178634838) | > loss_disc_real_1: 0.22092051804065704 (0.18885932142262937) | > loss_disc_real_2: 0.19114968180656433 (0.20237210026154148) | > loss_disc_real_3: 0.21225062012672424 (0.2048025936215789) | > loss_disc_real_4: 0.223710834980011 (0.20599721100304152) | > loss_disc_real_5: 0.16392488777637482 (0.2039584910967848) | > loss_0: 2.2246944904327393 (2.2329225493001403) | > grad_norm_0: tensor(32.8391, device='cuda:0') (tensor(53.3391, device='cuda:0')) | > loss_gen: 2.9866654872894287 (2.783308378680721) | > loss_kl: 2.010450601577759 (2.128533174179411) | > loss_feat: 8.342105865478516 (8.47196755671239) | > loss_mel: 14.830069541931152 (15.050872014643073) | > loss_duration: 1.5616703033447266 (1.5983572215824338) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.730960845947266 (30.03303839295775) | > grad_norm_1: tensor(963.2181, device='cuda:0') (tensor(821.1375, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.9147 (0.9179538784446297) | > loader_time: 0.0107 (0.011193322087382227)  --> TIME: 2025-02-21 03:01:44 -- STEP: 505/924 -- GLOBAL_STEP: 178500 | > loss_disc: 2.2501182556152344 (2.232207501760803) | > loss_disc_real_0: 0.14831440150737762 (0.1314662999888457) | > loss_disc_real_1: 0.20699822902679443 (0.18862170101982537) | > loss_disc_real_2: 0.23238171637058258 (0.2022293674473715) | > loss_disc_real_3: 0.22248218953609467 (0.20479421054962843) | > loss_disc_real_4: 0.2131006121635437 (0.2058127104940981) | > loss_disc_real_5: 0.24140892922878265 (0.20409512152471165) | > loss_0: 2.2501182556152344 (2.232207501760803) | > grad_norm_0: tensor(59.7311, device='cuda:0') (tensor(53.1828, device='cuda:0')) | > loss_gen: 2.9071922302246094 (2.787840204427737) | > loss_kl: 2.207064151763916 (2.129921009989067) | > loss_feat: 8.49830150604248 (8.490170800803911) | > loss_mel: 15.253142356872559 (15.064979641980464) | > loss_duration: 1.5770843029022217 (1.598253581783559) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.44278335571289 (30.071165258577555) | > grad_norm_1: tensor(1027.5201, device='cuda:0') (tensor(815.4881, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.9086 (0.9186143275534753) | > loader_time: 0.0095 (0.011174444160839122)  --> TIME: 2025-02-21 03:02:30 -- STEP: 555/924 -- GLOBAL_STEP: 178550 | > loss_disc: 2.359687566757202 (2.230259977375064) | > loss_disc_real_0: 0.06837144494056702 (0.13118086711646196) | > loss_disc_real_1: 0.21185417473316193 (0.1884814554238105) | > loss_disc_real_2: 0.203386589884758 (0.20204574495285477) | > 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178600 | > loss_disc: 2.3002192974090576 (2.2306786537170393) | > loss_disc_real_0: 0.09518130868673325 (0.13060589728892338) | > loss_disc_real_1: 0.1966574490070343 (0.18873495861025896) | > loss_disc_real_2: 0.1765783578157425 (0.2021843485349466) | > loss_disc_real_3: 0.1848340928554535 (0.2048369766266879) | > loss_disc_real_4: 0.21295028924942017 (0.20560965818807103) | > loss_disc_real_5: 0.17020545899868011 (0.20382734124571814) | > loss_0: 2.3002192974090576 (2.2306786537170393) | > grad_norm_0: tensor(48.6465, device='cuda:0') (tensor(52.6635, device='cuda:0')) | > loss_gen: 2.596571445465088 (2.785529029861954) | > loss_kl: 1.8674418926239014 (2.1314273714034027) | > loss_feat: 8.727641105651855 (8.490026377843435) | > loss_mel: 14.860722541809082 (15.075922233014067) | > loss_duration: 1.5932859182357788 (1.5986000931952606) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.64566421508789 (30.081505105515156) | > grad_norm_1: tensor(356.1653, device='cuda:0') (tensor(819.9487, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.9266 (0.9182678411814794) | > loader_time: 0.0112 (0.011178789454058185)  --> TIME: 2025-02-21 03:04:04 -- STEP: 655/924 -- GLOBAL_STEP: 178650 | > loss_disc: 2.1833510398864746 (2.2301852535655446) | > loss_disc_real_0: 0.10318958014249802 (0.13078527329418493) | > loss_disc_real_1: 0.19887645542621613 (0.1888451355331729) | > loss_disc_real_2: 0.20009692013263702 (0.20193842330961737) | > loss_disc_real_3: 0.25492703914642334 (0.2050164591947585) | > loss_disc_real_4: 0.196543350815773 (0.20551700810439705) | > loss_disc_real_5: 0.20644964277744293 (0.20386424525320967) | > loss_0: 2.1833510398864746 (2.2301852535655446) | > grad_norm_0: tensor(46.5776, device='cuda:0') (tensor(52.8342, device='cuda:0')) | > loss_gen: 2.8102474212646484 (2.7869429664757415) | > loss_kl: 2.1869373321533203 (2.1317580729040486) | > loss_feat: 9.444735527038574 (8.49292701546473) | > loss_mel: 15.984152793884277 (15.074331659215098) | > loss_duration: 1.6005984544754028 (1.5983420663207535) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.02667236328125 (30.084301786932325) | > grad_norm_1: tensor(926.1260, device='cuda:0') (tensor(821.5394, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.9852 (0.9186208666735934) | > loader_time: 0.0148 (0.011202815470804693)  --> TIME: 2025-02-21 03:04:51 -- STEP: 705/924 -- GLOBAL_STEP: 178700 | > loss_disc: 2.305138111114502 (2.229460304341413) | > loss_disc_real_0: 0.18484468758106232 (0.13057537006465253) | > loss_disc_real_1: 0.17059698700904846 (0.18904304142962128) | > loss_disc_real_2: 0.2052476853132248 (0.2020634969498249) | > loss_disc_real_3: 0.21343934535980225 (0.20485012647530715) | > loss_disc_real_4: 0.2415843904018402 (0.20554083987330707) | > loss_disc_real_5: 0.18431252241134644 (0.20372960815827035) | > loss_0: 2.305138111114502 (2.229460304341413) | > grad_norm_0: tensor(58.4131, device='cuda:0') (tensor(52.6131, device='cuda:0')) | > loss_gen: 2.7344014644622803 (2.7898237262211785) | > loss_kl: 2.0357506275177 (2.12887358750012) | > loss_feat: 7.941219329833984 (8.499587921386071) | > loss_mel: 14.532983779907227 (15.079693799661406) | > loss_duration: 1.5940723419189453 (1.5984180374348411) | > amp_scaler: 128.0 (128.36312056737592) | > loss_1: 28.83842658996582 (30.096397061719962) | > grad_norm_1: tensor(564.4943, device='cuda:0') (tensor(818.6143, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.9188 (0.9190439082206565) | > loader_time: 0.0102 (0.01121238309440883)  --> TIME: 2025-02-21 03:05:38 -- STEP: 755/924 -- GLOBAL_STEP: 178750 | > loss_disc: 2.0574426651000977 (2.22867318810216) | > loss_disc_real_0: 0.11013728380203247 (0.13003581618729798) | > loss_disc_real_1: 0.18649470806121826 (0.18902206030113033) | > loss_disc_real_2: 0.21427984535694122 (0.20219987247953353) | > loss_disc_real_3: 0.1964101344347 (0.20477134658406115) | > loss_disc_real_4: 0.20635275542736053 (0.20565873025268902) | > loss_disc_real_5: 0.20393387973308563 (0.20376038583896003) | > loss_0: 2.0574426651000977 (2.22867318810216) | > grad_norm_0: tensor(65.7348, device='cuda:0') (tensor(52.8866, device='cuda:0')) | > loss_gen: 2.922184944152832 (2.793162233150557) | > loss_kl: 2.5301380157470703 (2.130242125877485) | > loss_feat: 9.009424209594727 (8.516469176715571) | > loss_mel: 15.422331809997559 (15.100987837330395) | > loss_duration: 1.5922508239746094 (1.5981695802006495) | > amp_scaler: 128.0 (128.33907284768213) | > loss_1: 31.476329803466797 (30.139030944116858) | > grad_norm_1: tensor(1049.1851, device='cuda:0') (tensor(825.8808, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.9246 (0.9199578417847489) | > loader_time: 0.0113 (0.011208357084665865)  --> TIME: 2025-02-21 03:06:25 -- STEP: 805/924 -- GLOBAL_STEP: 178800 | > loss_disc: 2.2623207569122314 (2.229182660653718) | > loss_disc_real_0: 0.1069374531507492 (0.12997457693730075) | > loss_disc_real_1: 0.20306839048862457 (0.18901085849874522) | > loss_disc_real_2: 0.20487666130065918 (0.20216274368837012) | > loss_disc_real_3: 0.24384193122386932 (0.20496902339947154) | > loss_disc_real_4: 0.2437758445739746 (0.20572049095763917) | > loss_disc_real_5: 0.18470780551433563 (0.2037663227930571) | > loss_0: 2.2623207569122314 (2.229182660653718) | > grad_norm_0: tensor(60.7946, device='cuda:0') (tensor(52.9574, device='cuda:0')) | > loss_gen: 2.7248008251190186 (2.7900964739900185) | > loss_kl: 2.058016777038574 (2.130059869689234) | > loss_feat: 8.36613941192627 (8.505570265373086) | > loss_mel: 14.858566284179688 (15.08915256831957) | > loss_duration: 1.6132891178131104 (1.598343035449152) | > amp_scaler: 128.0 (128.31801242236008) | > loss_1: 29.620811462402344 (30.113222195643075) | > grad_norm_1: tensor(386.5478, device='cuda:0') (tensor(832.7869, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.9382 (0.9195039346351388) | > loader_time: 0.0111 (0.011215937359732869)  --> TIME: 2025-02-21 03:07:11 -- STEP: 855/924 -- GLOBAL_STEP: 178850 | > loss_disc: 2.1616992950439453 (2.228120709859831) | > loss_disc_real_0: 0.07604079693555832 (0.13057669953208906) | > loss_disc_real_1: 0.17827638983726501 (0.1887959052247612) | > loss_disc_real_2: 0.20648549497127533 (0.20189936816343787) | > loss_disc_real_3: 0.2401004433631897 (0.20489053595484352) | > loss_disc_real_4: 0.18531793355941772 (0.2057092320152193) | > loss_disc_real_5: 0.21097040176391602 (0.20361377229990305) | > loss_0: 2.1616992950439453 (2.228120709859831) | > grad_norm_0: tensor(24.0406, device='cuda:0') (tensor(53.3916, device='cuda:0')) | > loss_gen: 2.729766368865967 (2.792109235406618) | > loss_kl: 2.1083788871765137 (2.130957239691978) | > loss_feat: 9.296298027038574 (8.51366887008934) | > loss_mel: 15.258294105529785 (15.095030950802808) | > loss_duration: 1.6114206314086914 (1.5979817455972143) | > amp_scaler: 128.0 (128.29941520467818) | > loss_1: 31.00415802001953 (30.12974802652995) | > grad_norm_1: tensor(682.0602, device='cuda:0') (tensor(833.9033, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.92 (0.91903872462044) | > loader_time: 0.0118 (0.011204039701941415)  --> TIME: 2025-02-21 03:07:57 -- STEP: 905/924 -- GLOBAL_STEP: 178900 | > loss_disc: 2.1778225898742676 (2.2285039962325897) | > loss_disc_real_0: 0.14086827635765076 (0.13063758172465284) | > loss_disc_real_1: 0.16798527538776398 (0.1887287786323064) | > loss_disc_real_2: 0.2167442888021469 (0.20184054381280972) | > loss_disc_real_3: 0.2258003056049347 (0.20483893870648762) | > loss_disc_real_4: 0.20571649074554443 (0.2057869732215259) | > loss_disc_real_5: 0.2020350992679596 (0.20357729307689706) | > loss_0: 2.1778225898742676 (2.2285039962325897) | > grad_norm_0: tensor(85.0469, device='cuda:0') (tensor(53.4630, device='cuda:0')) | > loss_gen: 3.047092914581299 (2.7911194838212987) | > loss_kl: 2.2764899730682373 (2.131989923498252) | > loss_feat: 10.273048400878906 (8.513232602598919) | > loss_mel: 17.047231674194336 (15.09631377794466) | > loss_duration: 1.5806026458740234 (1.5979238856563247) | > amp_scaler: 128.0 (128.28287292817672) | > loss_1: 34.224464416503906 (30.130579650204485) | > grad_norm_1: tensor(1199.2689, device='cuda:0') (tensor(833.1379, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.908 (0.9182120921203446) | > loader_time: 0.0106 (0.011200819489705626)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.347839593887329 (2.347839593887329) | > loss_disc_real_0: 0.0604790598154068 (0.0604790598154068) | > loss_disc_real_1: 0.22423571348190308 (0.22423571348190308) | > loss_disc_real_2: 0.22935190796852112 (0.22935190796852112) | > loss_disc_real_3: 0.23459284007549286 (0.23459284007549286) | > loss_disc_real_4: 0.2234688103199005 (0.2234688103199005) | > loss_disc_real_5: 0.2258002609014511 (0.2258002609014511) | > loss_0: 2.347839593887329 (2.347839593887329) | > loss_gen: 2.490415573120117 (2.490415573120117) | > loss_kl: 1.8384450674057007 (1.8384450674057007) | > loss_feat: 8.507519721984863 (8.507519721984863) | > loss_mel: 15.279459953308105 (15.279459953308105) | > loss_duration: 1.6815975904464722 (1.6815975904464722) | > loss_1: 29.797435760498047 (29.797435760498047)  --> STEP: 1 | > loss_disc: 2.4331300258636475 (2.4331300258636475) | > loss_disc_real_0: 0.07161872833967209 (0.07161872833967209) | > loss_disc_real_1: 0.22393804788589478 (0.22393804788589478) | > loss_disc_real_2: 0.2678772211074829 (0.2678772211074829) | > loss_disc_real_3: 0.23067054152488708 (0.23067054152488708) | > loss_disc_real_4: 0.21119530498981476 (0.21119530498981476) | > loss_disc_real_5: 0.22648829221725464 (0.22648829221725464) | > loss_0: 2.4331300258636475 (2.4331300258636475) | > loss_gen: 2.3453269004821777 (2.3453269004821777) | > loss_kl: 2.0335683822631836 (2.0335683822631836) | > loss_feat: 7.738592147827148 (7.738592147827148) | > loss_mel: 13.984787940979004 (13.984787940979004) | > loss_duration: 1.67476487159729 (1.67476487159729) | > loss_1: 27.777040481567383 (27.777040481567383)  --> STEP: 2 | > loss_disc: 2.3603522777557373 (2.3967411518096924) | > loss_disc_real_0: 0.07105017453432083 (0.07133445143699646) | > loss_disc_real_1: 0.20113828778266907 (0.21253816783428192) | > loss_disc_real_2: 0.25632667541503906 (0.262101948261261) | > loss_disc_real_3: 0.2489684522151947 (0.2398194968700409) | > loss_disc_real_4: 0.21516917645931244 (0.2131822407245636) | > loss_disc_real_5: 0.219166561961174 (0.22282742708921432) | > loss_0: 2.3603522777557373 (2.3967411518096924) | > loss_gen: 2.413954734802246 (2.379640817642212) | > loss_kl: 1.8011231422424316 (1.9173457622528076) | > loss_feat: 8.10519027709961 (7.921891212463379) | > loss_mel: 14.770002365112305 (14.377395153045654) | > loss_duration: 1.5734622478485107 (1.6241135597229004) | > loss_1: 28.663732528686523 (28.220386505126953)  --> STEP: 3 | > loss_disc: 2.4756176471710205 (2.4230333169301352) | > loss_disc_real_0: 0.07707716524600983 (0.07324868937333424) | > loss_disc_real_1: 0.20967110991477966 (0.2115824818611145) | > loss_disc_real_2: 0.260662704706192 (0.26162220040957135) | > loss_disc_real_3: 0.2428346574306488 (0.24082455039024353) | > loss_disc_real_4: 0.22758513689041138 (0.21798320611317953) | > loss_disc_real_5: 0.24761973321437836 (0.23109152913093567) | > loss_0: 2.4756176471710205 (2.4230333169301352) | > loss_gen: 2.2720978260040283 (2.3437931537628174) | > loss_kl: 1.999693512916565 (1.94479501247406) | > loss_feat: 7.035723686218262 (7.62650203704834) | > loss_mel: 12.240696907043457 (13.665162404378256) | > loss_duration: 1.6572489738464355 (1.6351586977640789) | > loss_1: 25.205463409423828 (27.215412139892578)  --> STEP: 4 | > loss_disc: 2.5058436393737793 (2.443735897541046) | > loss_disc_real_0: 0.07440090924501419 (0.07353674434125423) | > loss_disc_real_1: 0.22378374636173248 (0.214632797986269) | > loss_disc_real_2: 0.2521542012691498 (0.25925520062446594) | > loss_disc_real_3: 0.2526768147945404 (0.24378761649131775) | > loss_disc_real_4: 0.24466411769390106 (0.2246534340083599) | > loss_disc_real_5: 0.2370118498802185 (0.23257160931825638) | > loss_0: 2.5058436393737793 (2.443735897541046) | > loss_gen: 2.314408779144287 (2.336447060108185) | > loss_kl: 1.8899835348129272 (1.9310921430587769) | > loss_feat: 7.182692050933838 (7.515549540519714) | > loss_mel: 12.901907920837402 (13.474348783493042) | > loss_duration: 1.7525830268859863 (1.6645147800445557) | > loss_1: 26.041574478149414 (26.921952724456787)  --> STEP: 5 | > loss_disc: 2.4695446491241455 (2.448897647857666) | > loss_disc_real_0: 0.08223974704742432 (0.07527734488248825) | > loss_disc_real_1: 0.21726423501968384 (0.21515908539295198) | > loss_disc_real_2: 0.290439248085022 (0.26549201011657714) | > loss_disc_real_3: 0.2396457940340042 (0.24295925199985505) | > loss_disc_real_4: 0.2432251125574112 (0.22836776971817016) | > loss_disc_real_5: 0.26217886805534363 (0.23849306106567383) | > loss_0: 2.4695446491241455 (2.448897647857666) | > loss_gen: 2.266080379486084 (2.3223737239837647) | > loss_kl: 1.408600926399231 (1.8265938997268676) | > loss_feat: 6.946249961853027 (7.401689624786377) | > loss_mel: 12.102882385253906 (13.200055503845215) | > loss_duration: 1.5207099914550781 (1.6357538223266601) | > loss_1: 24.244524002075195 (26.38646697998047) --> EVAL PERFORMANCE | > avg_loader_time: 0.15442519187927245 (-0.00430665016174317) | > avg_loss_disc: 2.448897647857666 (+0.012953519821166992) | > avg_loss_disc_real_0: 0.07527734488248825 (-0.24877566844224933) | > avg_loss_disc_real_1: 0.21515908539295198 (+0.003589698672294639) | > avg_loss_disc_real_2: 0.26549201011657714 (+0.03819280564785002) | > avg_loss_disc_real_3: 0.24295925199985505 (+0.015240505337715149) | > avg_loss_disc_real_4: 0.22836776971817016 (-0.0348049581050873) | > avg_loss_disc_real_5: 0.23849306106567383 (-0.0023212075233459417) | > avg_loss_0: 2.448897647857666 (+0.012953519821166992) | > avg_loss_gen: 2.3223737239837647 (-0.5794438838958738) | > avg_loss_kl: 1.8265938997268676 (-0.06389410495758074) | > avg_loss_feat: 7.401689624786377 (-0.20695466995239276) | > avg_loss_mel: 13.200055503845215 (-1.384614562988281) | > avg_loss_duration: 1.6357538223266601 (-0.013412165641784712) | > avg_loss_1: 26.38646697998047 (-2.248319625854492)  > EPOCH: 144/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 03:08:23)   --> TIME: 2025-02-21 03:08:54 -- STEP: 31/924 -- GLOBAL_STEP: 178950 | > loss_disc: 2.121518611907959 (2.23281435043581) | > loss_disc_real_0: 0.130766361951828 (0.13816538777562878) | > loss_disc_real_1: 0.18227997422218323 (0.18726900171849034) | > loss_disc_real_2: 0.18399165570735931 (0.19915155826076383) | > loss_disc_real_3: 0.18211506307125092 (0.20453473781385728) | > loss_disc_real_4: 0.2182670384645462 (0.20276317961754337) | > loss_disc_real_5: 0.18794842064380646 (0.20450091169726464) | > loss_0: 2.121518611907959 (2.23281435043581) | > grad_norm_0: tensor(34.4437, device='cuda:0') (tensor(52.1036, device='cuda:0')) | > loss_gen: 2.947230815887451 (2.771720194047497) | > loss_kl: 2.2416200637817383 (2.162578478936226) | > loss_feat: 9.30814266204834 (8.424941416709656) | > loss_mel: 16.473678588867188 (15.024371670138452) | > loss_duration: 1.6329095363616943 (1.5941081854604906) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.603580474853516 (29.977720137565367) | > grad_norm_1: tensor(619.0480, device='cuda:0') (tensor(699.3803, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.8802 (0.9173591213841592) | > loader_time: 0.0098 (0.010846999383741809)  --> TIME: 2025-02-21 03:09:41 -- STEP: 81/924 -- GLOBAL_STEP: 179000 | > loss_disc: 2.394040107727051 (2.2394759802170747) | > loss_disc_real_0: 0.23202961683273315 (0.13617193878248876) | > loss_disc_real_1: 0.23649092018604279 (0.19007629487249592) | > loss_disc_real_2: 0.20941735804080963 (0.19996310844097603) | > loss_disc_real_3: 0.25040286779403687 (0.20641361397725563) | > loss_disc_real_4: 0.26286551356315613 (0.2061150581748397) | > loss_disc_real_5: 0.24658983945846558 (0.20587203384917463) | > loss_0: 2.394040107727051 (2.2394759802170747) | > grad_norm_0: tensor(86.4379, device='cuda:0') (tensor(48.5723, device='cuda:0')) | > loss_gen: 2.830430507659912 (2.7526156578534917) | > loss_kl: 2.149941921234131 (2.1570776848145465) | > loss_feat: 7.365702152252197 (8.393535502162983) | > loss_mel: 14.531595230102539 (14.894298435729226) | > loss_duration: 1.5624653100967407 (1.5968935607392114) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.440135955810547 (29.794420972282502) | > grad_norm_1: tensor(923.8959, device='cuda:0') (tensor(767.8387, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.9259 (0.9235119378125226) | > loader_time: 0.0105 (0.011188724894582489) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_179000.pth  --> TIME: 2025-02-21 03:10:30 -- STEP: 131/924 -- GLOBAL_STEP: 179050 | > loss_disc: 2.1878433227539062 (2.241493125908248) | > loss_disc_real_0: 0.15184879302978516 (0.134216392057315) | > loss_disc_real_1: 0.21515293419361115 (0.18997593349172873) | > loss_disc_real_2: 0.18663904070854187 (0.2017225649293142) | > loss_disc_real_3: 0.20481525361537933 (0.20607870646560464) | > loss_disc_real_4: 0.17578914761543274 (0.2065379348875002) | > loss_disc_real_5: 0.2092345654964447 (0.20466848024885165) | > loss_0: 2.1878433227539062 (2.241493125908248) | > grad_norm_0: tensor(55.4143, device='cuda:0') (tensor(51.6948, device='cuda:0')) | > loss_gen: 2.8940634727478027 (2.7664359289271236) | > loss_kl: 2.11816668510437 (2.1442818887361126) | > loss_feat: 8.710673332214355 (8.417746933361952) | > loss_mel: 14.803489685058594 (14.92358795923131) | > loss_duration: 1.6336746215820312 (1.5968376489086007) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.16006851196289 (29.84889034824517) | > grad_norm_1: tensor(765.2770, device='cuda:0') (tensor(817.6979, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.949 (0.9180249203252429) | > loader_time: 0.0119 (0.011198092962949331)  --> TIME: 2025-02-21 03:11:17 -- STEP: 181/924 -- GLOBAL_STEP: 179100 | > loss_disc: 2.3405351638793945 (2.2321313389098445) | > loss_disc_real_0: 0.12034584581851959 (0.13010393410344798) | > loss_disc_real_1: 0.2188953161239624 (0.18886288918184307) | > loss_disc_real_2: 0.21074363589286804 (0.2018119878861127) | > loss_disc_real_3: 0.1643161028623581 (0.2058376053255566) | > loss_disc_real_4: 0.1925521194934845 (0.20623875322921495) | > loss_disc_real_5: 0.16599877178668976 (0.20398517792725432) | > loss_0: 2.3405351638793945 (2.2321313389098445) | > grad_norm_0: tensor(42.5916, device='cuda:0') (tensor(52.6717, device='cuda:0')) | > loss_gen: 2.5505874156951904 (2.780867080003517) | > loss_kl: 1.851576566696167 (2.143160048110709) | > loss_feat: 7.094653129577637 (8.456713634301277) | > loss_mel: 13.584691047668457 (14.967372588689814) | > loss_duration: 1.6090705394744873 (1.5946380446628974) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.69057846069336 (29.942751383913155) | > grad_norm_1: tensor(598.8389, device='cuda:0') (tensor(847.7979, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.9051 (0.9184700968515808) | > loader_time: 0.011 (0.011175533684577731)  --> TIME: 2025-02-21 03:12:04 -- STEP: 231/924 -- GLOBAL_STEP: 179150 | > loss_disc: 2.259380578994751 (2.2317178868628167) | > loss_disc_real_0: 0.1267162412405014 (0.13072289660314976) | > loss_disc_real_1: 0.20021438598632812 (0.18903224221813728) | > loss_disc_real_2: 0.18992383778095245 (0.20194179393770376) | > loss_disc_real_3: 0.208771213889122 (0.20585646115856254) | > loss_disc_real_4: 0.21438296139240265 (0.20623156583154353) | > loss_disc_real_5: 0.22016121447086334 (0.20365125069886575) | > loss_0: 2.259380578994751 (2.2317178868628167) | > grad_norm_0: tensor(44.8901, device='cuda:0') (tensor(53.2439, device='cuda:0')) | > loss_gen: 2.7287721633911133 (2.784311027237863) | > loss_kl: 1.9611587524414062 (2.138744960615646) | > loss_feat: 8.686917304992676 (8.46660730023404) | > loss_mel: 15.778495788574219 (15.010233899731658) | > loss_duration: 1.5871589183807373 (1.5963224683489121) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.74250030517578 (29.99621970932205) | > grad_norm_1: tensor(901.6929, device='cuda:0') (tensor(843.1263, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.8924 (0.9190760185192157) | > loader_time: 0.0107 (0.011198033502091576)  --> TIME: 2025-02-21 03:12:50 -- STEP: 281/924 -- GLOBAL_STEP: 179200 | > loss_disc: 2.4117889404296875 (2.2381900332576445) | > loss_disc_real_0: 0.20302383601665497 (0.13274442134060466) | > loss_disc_real_1: 0.17570894956588745 (0.190088631949815) | > loss_disc_real_2: 0.22070381045341492 (0.20253436681002487) | > loss_disc_real_3: 0.19103258848190308 (0.20563642516254954) | > loss_disc_real_4: 0.24107971787452698 (0.2064530899834378) | > loss_disc_real_5: 0.17214177548885345 (0.20369070519119814) | > loss_0: 2.4117889404296875 (2.2381900332576445) | > grad_norm_0: tensor(84.3623, device='cuda:0') (tensor(54.0318, device='cuda:0')) | > loss_gen: 2.679597854614258 (2.783213062218499) | > loss_kl: 2.171872138977051 (2.1384851317388733) | > loss_feat: 8.0220308303833 (8.46048762874671) | > loss_mel: 15.093504905700684 (15.004829902241664) | > loss_duration: 1.5756583213806152 (1.5972864975708663) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.54266357421875 (29.98430225603097) | > grad_norm_1: tensor(409.5089, device='cuda:0') (tensor(859.3044, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.9187 (0.9184003639899964) | > loader_time: 0.0093 (0.011152516904674817)  --> TIME: 2025-02-21 03:13:37 -- STEP: 331/924 -- GLOBAL_STEP: 179250 | > loss_disc: 2.264281988143921 (2.2398686012832796) | > loss_disc_real_0: 0.13765853643417358 (0.1333651194444596) | > loss_disc_real_1: 0.1928606480360031 (0.1897212776082519) | > loss_disc_real_2: 0.18473736941814423 (0.20264893536121095) | > loss_disc_real_3: 0.22877195477485657 (0.20583105595990606) | > loss_disc_real_4: 0.2160247564315796 (0.2063508968338864) | > loss_disc_real_5: 0.2199203073978424 (0.20413131237570245) | > loss_0: 2.264281988143921 (2.2398686012832796) | > grad_norm_0: tensor(44.3427, device='cuda:0') (tensor(51.9889, device='cuda:0')) | > loss_gen: 2.74692440032959 (2.7761697704338224) | > loss_kl: 1.8758937120437622 (2.143157090305203) | > loss_feat: 7.588102340698242 (8.456174549379377) | > loss_mel: 14.047039985656738 (15.037168191638958) | > loss_duration: 1.6312141418457031 (1.5974573552428415) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.889175415039062 (30.010126972486606) | > grad_norm_1: tensor(997.7338, device='cuda:0') (tensor(836.5784, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.9281 (0.9204557885576231) | > loader_time: 0.0108 (0.011152550533098767)  --> TIME: 2025-02-21 03:14:24 -- STEP: 381/924 -- GLOBAL_STEP: 179300 | > loss_disc: 2.3505797386169434 (2.2403604877902477) | > loss_disc_real_0: 0.10425788909196854 (0.13353729053471344) | > loss_disc_real_1: 0.18077243864536285 (0.190280249464543) | > loss_disc_real_2: 0.22263042628765106 (0.20248896114313064) | > loss_disc_real_3: 0.2226506769657135 (0.2058854846582012) | > loss_disc_real_4: 0.22361908853054047 (0.20631555364200752) | > loss_disc_real_5: 0.16172927618026733 (0.2039765152796672) | > loss_0: 2.3505797386169434 (2.2403604877902477) | > grad_norm_0: tensor(49.7803, device='cuda:0') (tensor(52.4349, device='cuda:0')) | > loss_gen: 2.5871763229370117 (2.7811930279719212) | > loss_kl: 2.144859790802002 (2.144934620444231) | > loss_feat: 7.723002910614014 (8.465248840061703) | > loss_mel: 14.232626914978027 (15.048590399774666) | > loss_duration: 1.5697054862976074 (1.597435104878243) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.257373809814453 (30.037402010339452) | > grad_norm_1: tensor(597.4657, device='cuda:0') (tensor(833.8140, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.8998 (0.9201775241711634) | > loader_time: 0.0118 (0.01116262521017882)  --> TIME: 2025-02-21 03:15:11 -- STEP: 431/924 -- GLOBAL_STEP: 179350 | > loss_disc: 2.0437793731689453 (2.238088214203821) | > loss_disc_real_0: 0.08660488575696945 (0.13287071805888154) | > loss_disc_real_1: 0.1995282918214798 (0.1905919305478889) | > loss_disc_real_2: 0.21179115772247314 (0.20249677821129486) | > loss_disc_real_3: 0.21918952465057373 (0.2055549253720418) | > loss_disc_real_4: 0.22556628286838531 (0.20636309686780244) | > loss_disc_real_5: 0.19328446686267853 (0.20396419346609132) | > loss_0: 2.0437793731689453 (2.238088214203821) | > grad_norm_0: tensor(30.2213, device='cuda:0') (tensor(52.4198, device='cuda:0')) | > loss_gen: 3.1037726402282715 (2.7829024752995233) | > loss_kl: 2.089832067489624 (2.149576989791233) | > loss_feat: 9.578435897827148 (8.487542723281754) | > loss_mel: 15.300422668457031 (15.075063300519973) | > loss_duration: 1.5575778484344482 (1.5975426034418447) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.630041122436523 (30.092628120546273) | > grad_norm_1: tensor(1209.9919, device='cuda:0') (tensor(840.6001, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.9499 (0.9202003622829499) | > loader_time: 0.0115 (0.011178763449330354)  --> TIME: 2025-02-21 03:15:58 -- STEP: 481/924 -- GLOBAL_STEP: 179400 | > loss_disc: 2.0539028644561768 (2.236685863155835) | > loss_disc_real_0: 0.11976756155490875 (0.13253897237988374) | > loss_disc_real_1: 0.15954415500164032 (0.19031356120183898) | > loss_disc_real_2: 0.19581863284111023 (0.2021587144374351) | > loss_disc_real_3: 0.20406457781791687 (0.20550772950455945) | > loss_disc_real_4: 0.2223781943321228 (0.20656073917470197) | > loss_disc_real_5: 0.20683865249156952 (0.20400176136880302) | > loss_0: 2.0539028644561768 (2.236685863155835) | > grad_norm_0: tensor(34.2608, device='cuda:0') (tensor(52.2976, device='cuda:0')) | > loss_gen: 3.0450806617736816 (2.7802441432421503) | > loss_kl: 2.221020460128784 (2.147635081205943) | > loss_feat: 9.821351051330566 (8.480347499530183) | > loss_mel: 16.635101318359375 (15.056315568777231) | > loss_duration: 1.5818074941635132 (1.5970471138270135) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.304359436035156 (30.06158944127961) | > grad_norm_1: tensor(1166.0264, device='cuda:0') (tensor(847.4941, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.9043 (0.9198578296233115) | > loader_time: 0.0094 (0.011175960612148367)  --> TIME: 2025-02-21 03:16:44 -- STEP: 531/924 -- GLOBAL_STEP: 179450 | > loss_disc: 2.192736864089966 (2.2353488527897856) | > loss_disc_real_0: 0.1190149337053299 (0.13278145647542852) | > loss_disc_real_1: 0.19228149950504303 (0.189910045731988) | > loss_disc_real_2: 0.19204829633235931 (0.20204134010437963) | > loss_disc_real_3: 0.21264028549194336 (0.20534340910992377) | > loss_disc_real_4: 0.21866989135742188 (0.20636586693383877) | > loss_disc_real_5: 0.21615372598171234 (0.2037450575222403) | > loss_0: 2.192736864089966 (2.2353488527897856) | > grad_norm_0: tensor(44.3376, device='cuda:0') (tensor(52.5423, device='cuda:0')) | > loss_gen: 2.801257371902466 (2.7842631573506424) | > loss_kl: 2.102576494216919 (2.148986741198882) | > loss_feat: 8.712196350097656 (8.500320383384405) | > loss_mel: 15.6541748046875 (15.083962490778633) | > loss_duration: 1.6297802925109863 (1.5970944844172275) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.899986267089844 (30.114627306519704) | > grad_norm_1: tensor(1084.9283, device='cuda:0') (tensor(843.7462, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.9043 (0.9190786441616194) | > loader_time: 0.0121 (0.011171630097872354)  --> TIME: 2025-02-21 03:17:31 -- STEP: 581/924 -- GLOBAL_STEP: 179500 | > loss_disc: 2.2127959728240967 (2.234775598200998) | > loss_disc_real_0: 0.10811362415552139 (0.1323578222791012) | > 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(0.9192882626479341) | > loader_time: 0.0087 (0.011179735656449401)  --> TIME: 2025-02-21 03:18:17 -- STEP: 631/924 -- GLOBAL_STEP: 179550 | > loss_disc: 2.094531536102295 (2.2327900012208244) | > loss_disc_real_0: 0.11724060773849487 (0.13266176579257383) | > loss_disc_real_1: 0.18355371057987213 (0.18987462415748071) | > loss_disc_real_2: 0.2044299989938736 (0.20178381095030798) | > loss_disc_real_3: 0.20646733045578003 (0.2053930792018841) | > loss_disc_real_4: 0.20348162949085236 (0.2061847881923197) | > loss_disc_real_5: 0.20384220778942108 (0.20360091335705466) | > loss_0: 2.094531536102295 (2.2327900012208244) | > grad_norm_0: tensor(42.7497, device='cuda:0') (tensor(52.3226, device='cuda:0')) | > loss_gen: 2.997218132019043 (2.7879470494205316) | > loss_kl: 2.3011908531188965 (2.146642227180408) | > loss_feat: 9.467281341552734 (8.5098421199575) | > loss_mel: 15.49305248260498 (15.06455719641007) | > loss_duration: 1.6039905548095703 (1.5968298847815128) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.862733840942383 (30.105818544439202) | > grad_norm_1: tensor(794.7671, device='cuda:0') (tensor(844.4662, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.8984 (0.9189932871544985) | > loader_time: 0.0107 (0.011155534281783562)  --> TIME: 2025-02-21 03:19:04 -- STEP: 681/924 -- GLOBAL_STEP: 179600 | > loss_disc: 2.219377040863037 (2.2360440186291894) | > loss_disc_real_0: 0.17402714490890503 (0.13301053298049217) | > loss_disc_real_1: 0.1742890626192093 (0.1897611285883948) | > loss_disc_real_2: 0.21379123628139496 (0.2018574430291348) | > loss_disc_real_3: 0.16707579791545868 (0.20551104357851752) | > loss_disc_real_4: 0.2209896743297577 (0.20654738323541458) | > loss_disc_real_5: 0.18226265907287598 (0.2039973666664438) | > loss_0: 2.219377040863037 (2.2360440186291894) | > grad_norm_0: tensor(60.3180, device='cuda:0') (tensor(51.6996, device='cuda:0')) | > loss_gen: 2.7186660766601562 (2.783393934784828) | > loss_kl: 2.129929304122925 (2.1476745932812897) | > loss_feat: 8.559618949890137 (8.507615917054581) | > loss_mel: 15.473733901977539 (15.074127908670254) | > loss_duration: 1.5599925518035889 (1.596356678989315) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.441940307617188 (30.109169109977465) | > grad_norm_1: tensor(460.8308, device='cuda:0') (tensor(819.2034, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.9314 (0.91899770366988) | > loader_time: 0.011 (0.0111450798886113)  --> TIME: 2025-02-21 03:19:51 -- STEP: 731/924 -- GLOBAL_STEP: 179650 | > loss_disc: 2.1410939693450928 (2.236434134836889) | > loss_disc_real_0: 0.04970591887831688 (0.13345399921920503) | > loss_disc_real_1: 0.20442789793014526 (0.18972095082706353) | > loss_disc_real_2: 0.19686034321784973 (0.20202826471074337) | > loss_disc_real_3: 0.2341652810573578 (0.20535071591672094) | > loss_disc_real_4: 0.20478086173534393 (0.20654893241486366) | > loss_disc_real_5: 0.1827385276556015 (0.20390082163947723) | > loss_0: 2.1410939693450928 (2.236434134836889) | > grad_norm_0: tensor(64.2103, device='cuda:0') (tensor(51.5205, device='cuda:0')) | > loss_gen: 2.9589884281158447 (2.781884199617331) | > loss_kl: 2.20046067237854 (2.1460042228124663) | > loss_feat: 9.284807205200195 (8.500719388760896) | > loss_mel: 15.672004699707031 (15.080148582093203) | > loss_duration: 1.6031304597854614 (1.5965563448607187) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.719390869140625 (30.105312811855416) | > grad_norm_1: tensor(1252.1633, device='cuda:0') (tensor(815.6835, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.9366 (0.9191397694328088) | > loader_time: 0.0113 (0.011139409812791583)  --> TIME: 2025-02-21 03:20:38 -- STEP: 781/924 -- GLOBAL_STEP: 179700 | > loss_disc: 2.139942169189453 (2.2363682623556715) | > loss_disc_real_0: 0.14176137745380402 (0.13375100547807936) | > loss_disc_real_1: 0.19646435976028442 (0.1896712100192922) | > loss_disc_real_2: 0.17845909297466278 (0.20180721802305474) | > loss_disc_real_3: 0.22082003951072693 (0.20526685322445265) | > loss_disc_real_4: 0.21036964654922485 (0.20634103107543966) | > loss_disc_real_5: 0.19424112141132355 (0.20384952822812244) | > loss_0: 2.139942169189453 (2.2363682623556715) | > grad_norm_0: tensor(39.5105, device='cuda:0') (tensor(51.4281, device='cuda:0')) | > loss_gen: 2.8610432147979736 (2.7818017097502405) | > loss_kl: 2.087106704711914 (2.1457314825546363) | > loss_feat: 9.10556697845459 (8.501898654444437) | > loss_mel: 16.101016998291016 (15.09175132209299) | > loss_duration: 1.5922503471374512 (1.5972443306186592) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.746984481811523 (30.118427562347296) | > grad_norm_1: tensor(814.5408, device='cuda:0') (tensor(809.7594, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.8874 (0.9192175981177257) | > loader_time: 0.0102 (0.011161091080395742)  --> TIME: 2025-02-21 03:21:24 -- STEP: 831/924 -- GLOBAL_STEP: 179750 | > loss_disc: 2.23284912109375 (2.2353255499140863) | > loss_disc_real_0: 0.09829410165548325 (0.13349341336193934) | > loss_disc_real_1: 0.19141928851604462 (0.18969773231287138) | > loss_disc_real_2: 0.2068067193031311 (0.20175967800344657) | > loss_disc_real_3: 0.20033575594425201 (0.20525277503704473) | > loss_disc_real_4: 0.21364891529083252 (0.20625557611493564) | > loss_disc_real_5: 0.2345714569091797 (0.20364234412691948) | > loss_0: 2.23284912109375 (2.2353255499140863) | > grad_norm_0: tensor(46.2893, device='cuda:0') (tensor(51.8198, device='cuda:0')) | > loss_gen: 2.815901041030884 (2.783711639982694) | > loss_kl: 2.089249610900879 (2.1458745566516106) | > loss_feat: 8.562752723693848 (8.499341587153884) | > loss_mel: 15.870414733886719 (15.088798742145121) | > loss_duration: 1.5900394916534424 (1.5966202485432264) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.92835807800293 (30.11434684735056) | > grad_norm_1: tensor(747.1478, device='cuda:0') (tensor(815.8013, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.9358 (0.9189440108091536) | > loader_time: 0.0118 (0.011145732606504526)  --> TIME: 2025-02-21 03:22:11 -- STEP: 881/924 -- GLOBAL_STEP: 179800 | > loss_disc: 2.3721508979797363 (2.2348289137936588) | > loss_disc_real_0: 0.22136852145195007 (0.1336986519836066) | > loss_disc_real_1: 0.17766305804252625 (0.18949189888700305) | > loss_disc_real_2: 0.2262350469827652 (0.20174836845186864) | > loss_disc_real_3: 0.20349404215812683 (0.20524068149684094) | > loss_disc_real_4: 0.18466372787952423 (0.20630305902303003) | > loss_disc_real_5: 0.24542191624641418 (0.20358696025156683) | > loss_0: 2.3721508979797363 (2.2348289137936588) | > grad_norm_0: tensor(81.7078, device='cuda:0') (tensor(52.2416, device='cuda:0')) | > loss_gen: 2.9191222190856934 (2.7864913041962356) | > loss_kl: 2.0027589797973633 (2.146739599112075) | > loss_feat: 8.432703971862793 (8.506732002695632) | > loss_mel: 15.267451286315918 (15.092885522918182) | > loss_duration: 1.5950384140014648 (1.5967747730781217) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.21707534790039 (30.129623289681998) | > grad_norm_1: tensor(884.1085, device='cuda:0') (tensor(821.4202, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.8932 (0.9189051052768981) | > loader_time: 0.0107 (0.011138921698701247)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3924806118011475 (2.3924806118011475) | > loss_disc_real_0: 0.13338486850261688 (0.13338486850261688) | > loss_disc_real_1: 0.21109861135482788 (0.21109861135482788) | > loss_disc_real_2: 0.25202831625938416 (0.25202831625938416) | > loss_disc_real_3: 0.20525974035263062 (0.20525974035263062) | > loss_disc_real_4: 0.24708706140518188 (0.24708706140518188) | > loss_disc_real_5: 0.22470112144947052 (0.22470112144947052) | > loss_0: 2.3924806118011475 (2.3924806118011475) | > loss_gen: 2.4094078540802 (2.4094078540802) | > loss_kl: 2.092832088470459 (2.092832088470459) | > loss_feat: 6.867774963378906 (6.867774963378906) | > loss_mel: 12.659686088562012 (12.659686088562012) | > loss_duration: 1.6853688955307007 (1.6853688955307007) | > loss_1: 25.715070724487305 (25.715070724487305)  --> STEP: 1 | > loss_disc: 2.3976428508758545 (2.3976428508758545) | > loss_disc_real_0: 0.14740870893001556 (0.14740870893001556) | > loss_disc_real_1: 0.21920877695083618 (0.21920877695083618) | > loss_disc_real_2: 0.2688756585121155 (0.2688756585121155) | > loss_disc_real_3: 0.2205558568239212 (0.2205558568239212) | > loss_disc_real_4: 0.24575938284397125 (0.24575938284397125) | > loss_disc_real_5: 0.20534761250019073 (0.20534761250019073) | > loss_0: 2.3976428508758545 (2.3976428508758545) | > loss_gen: 2.5201797485351562 (2.5201797485351562) | > loss_kl: 1.9475513696670532 (1.9475513696670532) | > loss_feat: 7.313770294189453 (7.313770294189453) | > loss_mel: 13.873952865600586 (13.873952865600586) | > loss_duration: 1.6912342309951782 (1.6912342309951782) | > loss_1: 27.346689224243164 (27.346689224243164)  --> STEP: 2 | > loss_disc: 2.3119993209838867 (2.3548210859298706) | > loss_disc_real_0: 0.11589458584785461 (0.1316516473889351) | > loss_disc_real_1: 0.21951556205749512 (0.21936216950416565) | > loss_disc_real_2: 0.25366106629371643 (0.26126836240291595) | > loss_disc_real_3: 0.24504920840263367 (0.23280253261327744) | > loss_disc_real_4: 0.27221110463142395 (0.2589852437376976) | > loss_disc_real_5: 0.2004471868276596 (0.20289739966392517) | > loss_0: 2.3119993209838867 (2.3548210859298706) | > loss_gen: 2.737396717071533 (2.6287882328033447) | > loss_kl: 2.146183490753174 (2.0468674302101135) | > loss_feat: 8.15523910522461 (7.734504699707031) | > loss_mel: 14.606514930725098 (14.240233898162842) | > loss_duration: 1.6009936332702637 (1.646113932132721) | > loss_1: 29.246326446533203 (28.296507835388184)  --> STEP: 3 | > loss_disc: 2.266801118850708 (2.325481096903483) | > loss_disc_real_0: 0.11768429726362228 (0.1269958640138308) | > loss_disc_real_1: 0.20165230333805084 (0.21345888078212738) | > loss_disc_real_2: 0.25212255120277405 (0.25821975866953534) | > loss_disc_real_3: 0.23804908990859985 (0.23455138504505157) | > loss_disc_real_4: 0.26779109239578247 (0.2619205266237259) | > loss_disc_real_5: 0.2062111645936966 (0.20400198797384897) | > loss_0: 2.266801118850708 (2.325481096903483) | > loss_gen: 2.7101407051086426 (2.6559057235717773) | > loss_kl: 1.8236075639724731 (1.9724474747975667) | > loss_feat: 7.58787727355957 (7.685628890991211) | > loss_mel: 15.490781784057617 (14.6570831934611) | > loss_duration: 1.655899167060852 (1.6493756771087646) | > loss_1: 29.268306732177734 (28.6204408009847)  --> STEP: 4 | > loss_disc: 2.4260811805725098 (2.3506311178207397) | > loss_disc_real_0: 0.1273447424173355 (0.127083083614707) | > loss_disc_real_1: 0.2232617735862732 (0.21590960398316383) | > loss_disc_real_2: 0.251934677362442 (0.256648488342762) | > loss_disc_real_3: 0.23242206871509552 (0.23401905596256256) | > loss_disc_real_4: 0.25378158688545227 (0.2598857916891575) | > loss_disc_real_5: 0.23726391792297363 (0.21231747046113014) | > loss_0: 2.4260811805725098 (2.3506311178207397) | > loss_gen: 2.495265245437622 (2.6157456040382385) | > loss_kl: 1.8267600536346436 (1.936025619506836) | > loss_feat: 7.129421710968018 (7.546577095985413) | > loss_mel: 12.367188453674316 (14.084609508514404) | > loss_duration: 1.7556928396224976 (1.6759549677371979) | > loss_1: 25.574329376220703 (27.8589129447937)  --> STEP: 5 | > loss_disc: 2.211787223815918 (2.3228623390197756) | > loss_disc_real_0: 0.052237920463085175 (0.11211405098438262) | > loss_disc_real_1: 0.26804107427597046 (0.22633589804172516) | > loss_disc_real_2: 0.18531616032123566 (0.24238202273845671) | > loss_disc_real_3: 0.29930439591407776 (0.2470761239528656) | > loss_disc_real_4: 0.27096569538116455 (0.2621017724275589) | > loss_disc_real_5: 0.22084900736808777 (0.21402377784252166) | > loss_0: 2.211787223815918 (2.3228623390197756) | > loss_gen: 2.951242446899414 (2.6828449726104737) | > loss_kl: 1.7939404249191284 (1.9076085805892944) | > loss_feat: 10.032474517822266 (8.043756580352783) | > loss_mel: 16.8974666595459 (14.647180938720703) | > loss_duration: 1.5443036556243896 (1.6496247053146362) | > loss_1: 33.219425201416016 (28.931015396118163) --> EVAL PERFORMANCE | > avg_loader_time: 0.15652289390563964 (+0.002097702026367193) | > avg_loss_disc: 2.3228623390197756 (-0.12603530883789027) | > avg_loss_disc_real_0: 0.11211405098438262 (+0.03683670610189438) | > avg_loss_disc_real_1: 0.22633589804172516 (+0.011176812648773182) | > avg_loss_disc_real_2: 0.24238202273845671 (-0.023109987378120422) | > avg_loss_disc_real_3: 0.2470761239528656 (+0.0041168719530105535) | > avg_loss_disc_real_4: 0.2621017724275589 (+0.03373400270938873) | > avg_loss_disc_real_5: 0.21402377784252166 (-0.024469283223152172) | > avg_loss_0: 2.3228623390197756 (-0.12603530883789027) | > avg_loss_gen: 2.6828449726104737 (+0.360471248626709) | > avg_loss_kl: 1.9076085805892944 (+0.0810146808624268) | > avg_loss_feat: 8.043756580352783 (+0.6420669555664062) | > avg_loss_mel: 14.647180938720703 (+1.4471254348754883) | > avg_loss_duration: 1.6496247053146362 (+0.013870882987976119) | > avg_loss_1: 28.931015396118163 (+2.544548416137694)  > EPOCH: 145/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 03:22:59)   --> TIME: 2025-02-21 03:23:08 -- STEP: 7/924 -- GLOBAL_STEP: 179850 | > loss_disc: 2.1857049465179443 (2.1891372885022844) | > loss_disc_real_0: 0.11571113765239716 (0.12454605208975929) | > loss_disc_real_1: 0.19584982097148895 (0.17871510769639695) | > loss_disc_real_2: 0.2118900716304779 (0.19357591228825705) | > loss_disc_real_3: 0.20321448147296906 (0.19878470471927098) | > loss_disc_real_4: 0.264180988073349 (0.20820029292787826) | > loss_disc_real_5: 0.1777394711971283 (0.20282886283738272) | > loss_0: 2.1857049465179443 (2.1891372885022844) | > grad_norm_0: tensor(59.8180, device='cuda:0') (tensor(66.1641, device='cuda:0')) | > loss_gen: 2.8911380767822266 (2.8015273298536028) | > loss_kl: 2.0907442569732666 (2.1998449053083147) | > loss_feat: 8.686996459960938 (8.482848303658622) | > loss_mel: 15.599658966064453 (15.31272942679269) | > loss_duration: 1.5793788433074951 (1.5780017716544015) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.847915649414062 (30.374951226370676) | > grad_norm_1: tensor(1411.1534, device='cuda:0') (tensor(1044.9880, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.9343 (0.9198962620326451) | > loader_time: 0.011 (0.010441677910940987)  --> TIME: 2025-02-21 03:23:54 -- STEP: 57/924 -- GLOBAL_STEP: 179900 | > loss_disc: 2.1488852500915527 (2.2145253357134354) | > loss_disc_real_0: 0.13612127304077148 (0.13032323422662004) | > loss_disc_real_1: 0.18805474042892456 (0.18704007670544742) | > loss_disc_real_2: 0.2002062052488327 (0.20063984289503933) | > loss_disc_real_3: 0.2721734941005707 (0.20246695609469162) | > loss_disc_real_4: 0.23159612715244293 (0.20496736545311778) | > loss_disc_real_5: 0.2224496752023697 (0.20138026460220942) | > loss_0: 2.1488852500915527 (2.2145253357134354) | > grad_norm_0: tensor(48.5408, device='cuda:0') (tensor(56.1055, device='cuda:0')) | > loss_gen: 3.129544734954834 (2.802482977248075) | > loss_kl: 2.0688064098358154 (2.121685057355648) | > loss_feat: 9.124589920043945 (8.512247018646777) | > loss_mel: 16.004688262939453 (15.21110571476451) | > loss_duration: 1.5720107555389404 (1.5977954969071506) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.899641036987305 (30.24531608715392) | > grad_norm_1: tensor(1280.8740, device='cuda:0') (tensor(912.0993, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.92 (0.911825974782308) | > loader_time: 0.0107 (0.011213185494406181)  --> TIME: 2025-02-21 03:24:41 -- STEP: 107/924 -- GLOBAL_STEP: 179950 | > loss_disc: 2.2069242000579834 (2.2150652898806276) | > loss_disc_real_0: 0.11539072543382645 (0.13153968981214775) | > loss_disc_real_1: 0.24349083006381989 (0.18749948347283302) | > loss_disc_real_2: 0.215302973985672 (0.20060154057551768) | > loss_disc_real_3: 0.1894228309392929 (0.20289621815503198) | > loss_disc_real_4: 0.23415467143058777 (0.20608305610785974) | > loss_disc_real_5: 0.1957663744688034 (0.20067480345752753) | > loss_0: 2.2069242000579834 (2.2150652898806276) | > grad_norm_0: tensor(41.7353, device='cuda:0') (tensor(56.3522, device='cuda:0')) | > loss_gen: 2.7681798934936523 (2.8128114125438937) | > loss_kl: 2.196751594543457 (2.115859257840665) | > loss_feat: 8.076338768005371 (8.56984642955744) | > loss_mel: 16.006927490234375 (15.210236273079275) | > loss_duration: 1.5529989004135132 (1.5974118642717878) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.601198196411133 (30.30616512476841) | > grad_norm_1: tensor(715.5455, device='cuda:0') (tensor(906.2647, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.9321 (0.9128165557005695) | > loader_time: 0.0138 (0.011353809142781193)  --> TIME: 2025-02-21 03:25:27 -- STEP: 157/924 -- GLOBAL_STEP: 180000 | > loss_disc: 2.1522960662841797 (2.2108314477714) | > loss_disc_real_0: 0.055473990738391876 (0.13056045901148938) | > loss_disc_real_1: 0.173603817820549 (0.18772353061065553) | > loss_disc_real_2: 0.20138926804065704 (0.19987644985982572) | > loss_disc_real_3: 0.23356612026691437 (0.20221856796437768) | > loss_disc_real_4: 0.27437394857406616 (0.20664709521706698) | > loss_disc_real_5: 0.1922198385000229 (0.20045606649605333) | > loss_0: 2.1522960662841797 (2.2108314477714) | > grad_norm_0: tensor(40.0157, device='cuda:0') (tensor(55.1596, device='cuda:0')) | > loss_gen: 2.8868327140808105 (2.810228088099486) | > loss_kl: 2.1478989124298096 (2.116506625132956) | > loss_feat: 8.984831809997559 (8.579955097976008) | > loss_mel: 15.559709548950195 (15.182742610858504) | > loss_duration: 1.5958410501480103 (1.5983283656417944) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.175113677978516 (30.28776066774016) | > grad_norm_1: tensor(1160.0420, device='cuda:0') (tensor(905.0908, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.9125 (0.9136324065506078) | > loader_time: 0.0113 (0.011290604901161924) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_180000.pth  --> TIME: 2025-02-21 03:26:16 -- STEP: 207/924 -- GLOBAL_STEP: 180050 | > loss_disc: 2.180232524871826 (2.2129539660209625) | > loss_disc_real_0: 0.15582701563835144 (0.1285619460910127) | > loss_disc_real_1: 0.1882186383008957 (0.18820422765425437) | > loss_disc_real_2: 0.19133150577545166 (0.19994243684310273) | > loss_disc_real_3: 0.21163547039031982 (0.2029185543457667) | > loss_disc_real_4: 0.19958950579166412 (0.2060085542248067) | > loss_disc_real_5: 0.15396608412265778 (0.20109073047476692) | > loss_0: 2.180232524871826 (2.2129539660209625) | > grad_norm_0: tensor(68.8497, device='cuda:0') (tensor(54.1868, device='cuda:0')) | > loss_gen: 2.7177443504333496 (2.8044740946396525) | > loss_kl: 2.1515517234802246 (2.1158239012179196) | > loss_feat: 8.44519329071045 (8.564157481354796) | > loss_mel: 15.888481140136719 (15.115461805592412) | > loss_duration: 1.6378003358840942 (1.5965153934874972) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.840770721435547 (30.196432583573937) | > grad_norm_1: tensor(714.1807, device='cuda:0') (tensor(887.4704, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.9161 (0.9134764567665432) | > loader_time: 0.0124 (0.011347304219784948)  --> TIME: 2025-02-21 03:27:03 -- STEP: 257/924 -- GLOBAL_STEP: 180100 | > loss_disc: 2.082470178604126 (2.2146304702016644) | > loss_disc_real_0: 0.08466880768537521 (0.12931472308035027) | > loss_disc_real_1: 0.14577923715114594 (0.18836892375918213) | > loss_disc_real_2: 0.19231559336185455 (0.19989659263234197) | > loss_disc_real_3: 0.2332700937986374 (0.2031507923445349) | > loss_disc_real_4: 0.20129701495170593 (0.2060740749543743) | > loss_disc_real_5: 0.18588212132453918 (0.2009655069632289) | > loss_0: 2.082470178604126 (2.2146304702016644) | > grad_norm_0: tensor(79.2032, device='cuda:0') (tensor(53.9097, device='cuda:0')) | > loss_gen: 3.0000340938568115 (2.80393513631264) | > loss_kl: 2.2114644050598145 (2.1102385404972734) | > loss_feat: 10.190321922302246 (8.569867870687053) | > loss_mel: 16.66902732849121 (15.105741345001102) | > loss_duration: 1.6220554113388062 (1.5972800421807554) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.692901611328125 (30.187062890613124) | > grad_norm_1: tensor(1248.7034, device='cuda:0') (tensor(871.0806, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.9653 (0.9155314451061798) | > loader_time: 0.0106 (0.011312947662887873)  --> TIME: 2025-02-21 03:27:50 -- STEP: 307/924 -- GLOBAL_STEP: 180150 | > loss_disc: 2.223259210586548 (2.2152209437242942) | > loss_disc_real_0: 0.1235138401389122 (0.12914000586257696) | > loss_disc_real_1: 0.16427689790725708 (0.18817908455183932) | > loss_disc_real_2: 0.2074889987707138 (0.2003677658227057) | > loss_disc_real_3: 0.22598829865455627 (0.20373959295718605) | > loss_disc_real_4: 0.21299579739570618 (0.20571565759104316) | > loss_disc_real_5: 0.22960369288921356 (0.20078249659134437) | > loss_0: 2.223259210586548 (2.2152209437242942) | > grad_norm_0: tensor(59.5763, device='cuda:0') (tensor(54.0290, device='cuda:0')) | > loss_gen: 2.817997455596924 (2.8048459101189223) | > loss_kl: 2.2290284633636475 (2.1076157729866476) | > loss_feat: 7.925081729888916 (8.568586514128153) | > loss_mel: 14.288947105407715 (15.096244218683399) | > loss_duration: 1.5864821672439575 (1.5972562337154677) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.847537994384766 (30.174548611967104) | > grad_norm_1: tensor(717.6979, device='cuda:0') (tensor(861.6653, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.9002 (0.9160421267394523) | > loader_time: 0.01 (0.011326907123727213)  --> TIME: 2025-02-21 03:28:37 -- STEP: 357/924 -- GLOBAL_STEP: 180200 | > loss_disc: 2.05073881149292 (2.215369175128244) | > loss_disc_real_0: 0.06720948219299316 (0.12955299966266837) | > loss_disc_real_1: 0.17504648864269257 (0.18819383266760203) | > loss_disc_real_2: 0.1909659057855606 (0.2002450744895374) | > loss_disc_real_3: 0.20729494094848633 (0.20398295660312774) | > loss_disc_real_4: 0.20199260115623474 (0.20591831261537322) | > loss_disc_real_5: 0.14247828722000122 (0.2006497347221321) | > loss_0: 2.05073881149292 (2.215369175128244) | > grad_norm_0: tensor(30.3322, device='cuda:0') (tensor(54.1464, device='cuda:0')) | > loss_gen: 2.8650310039520264 (2.8060825438726513) | > loss_kl: 2.0395028591156006 (2.104645633897863) | > loss_feat: 9.07944107055664 (8.559929051653013) | > loss_mel: 15.356446266174316 (15.073030586670093) | > loss_duration: 1.6185822486877441 (1.5976466638367386) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.959003448486328 (30.141334464236134) | > grad_norm_1: tensor(737.7184, device='cuda:0') (tensor(870.3466, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.9188 (0.9178648622763925) | > loader_time: 0.011 (0.011347894909001203)  --> TIME: 2025-02-21 03:29:24 -- STEP: 407/924 -- GLOBAL_STEP: 180250 | > loss_disc: 2.2419536113739014 (2.2158382026803594) | > loss_disc_real_0: 0.23124229907989502 (0.12950060079080172) | > loss_disc_real_1: 0.1712760180234909 (0.18798074858487399) | > loss_disc_real_2: 0.1791621297597885 (0.20007990304316584) | > loss_disc_real_3: 0.18569810688495636 (0.2041522399945693) | > loss_disc_real_4: 0.22433412075042725 (0.20550736506682357) | > loss_disc_real_5: 0.2189367264509201 (0.20109915876124942) | > loss_0: 2.2419536113739014 (2.2158382026803594) | > grad_norm_0: tensor(86.7701, device='cuda:0') (tensor(53.2348, device='cuda:0')) | > loss_gen: 3.058304786682129 (2.803180719769264) | > loss_kl: 2.133307933807373 (2.1094823334668136) | > loss_feat: 9.435577392578125 (8.558598400040985) | > loss_mel: 15.754380226135254 (15.083511012777942) | > loss_duration: 1.5794198513031006 (1.5977068729424069) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.960988998413086 (30.1524793170301) | > grad_norm_1: tensor(1111.3063, device='cuda:0') (tensor(860.8506, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.9263 (0.9179804354393512) | > loader_time: 0.0112 (0.011358962305054916)  --> TIME: 2025-02-21 03:30:10 -- STEP: 457/924 -- GLOBAL_STEP: 180300 | > loss_disc: 2.2905688285827637 (2.217283455496023) | > loss_disc_real_0: 0.10558294504880905 (0.12998145883923273) | > loss_disc_real_1: 0.18534621596336365 (0.1880410539895232) | > loss_disc_real_2: 0.1955270767211914 (0.20002470111690412) | > loss_disc_real_3: 0.2158675193786621 (0.20445640359065728) | > loss_disc_real_4: 0.21710176765918732 (0.20541449970437348) | > loss_disc_real_5: 0.22349829971790314 (0.20147906185109454) | > loss_0: 2.2905688285827637 (2.217283455496023) | > grad_norm_0: tensor(52.7121, device='cuda:0') (tensor(53.7509, device='cuda:0')) | > loss_gen: 2.549302577972412 (2.8032478534940553) | > loss_kl: 2.2385523319244385 (2.1142855608750217) | > loss_feat: 7.7349677085876465 (8.554814154000988) | > loss_mel: 13.11308765411377 (15.077989052369766) | > loss_duration: 1.6154637336730957 (1.5973987897584947) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.251375198364258 (30.14773542875795) | > grad_norm_1: tensor(995.9783, device='cuda:0') (tensor(857.0659, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.9246 (0.9175180089812832) | > loader_time: 0.011 (0.011314204276521049)  --> TIME: 2025-02-21 03:30:57 -- STEP: 507/924 -- GLOBAL_STEP: 180350 | > loss_disc: 2.090531826019287 (2.2205142010833625) | > loss_disc_real_0: 0.09863528609275818 (0.1304109556640863) | > loss_disc_real_1: 0.22438722848892212 (0.18844164017389523) | > loss_disc_real_2: 0.1917591691017151 (0.2002113831231345) | > loss_disc_real_3: 0.17421028017997742 (0.20492086126019032) | > loss_disc_real_4: 0.18897601962089539 (0.2054312401386878) | > loss_disc_real_5: 0.1913870871067047 (0.20188792199778133) | > loss_0: 2.090531826019287 (2.2205142010833625) | > grad_norm_0: tensor(43.6402, device='cuda:0') (tensor(53.6772, device='cuda:0')) | > loss_gen: 2.8231313228607178 (2.802487025834634) | > loss_kl: 2.153148651123047 (2.119836641016325) | > loss_feat: 8.956768035888672 (8.546677325133983) | > loss_mel: 16.00571060180664 (15.078635383169562) | > loss_duration: 1.6370066404342651 (1.5975605263512518) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.57576560974121 (30.145196907148794) | > grad_norm_1: tensor(1121.5759, device='cuda:0') (tensor(852.8357, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.9697 (0.9183222307020861) | > loader_time: 0.0139 (0.011311871530506506)  --> TIME: 2025-02-21 03:31:44 -- STEP: 557/924 -- GLOBAL_STEP: 180400 | > loss_disc: 2.312924385070801 (2.221707048707205) | > loss_disc_real_0: 0.13592621684074402 (0.13039884369827034) | > loss_disc_real_1: 0.19467458128929138 (0.18872853439414966) | > loss_disc_real_2: 0.19355829060077667 (0.2002927923384432) | > loss_disc_real_3: 0.200014129281044 (0.20476213643324015) | > loss_disc_real_4: 0.2398144006729126 (0.20548752918705693) | > loss_disc_real_5: 0.23658087849617004 (0.2020930723559707) | > loss_0: 2.312924385070801 (2.221707048707205) | > grad_norm_0: tensor(35.2798, device='cuda:0') (tensor(53.2937, device='cuda:0')) | > loss_gen: 2.719087600708008 (2.8017322631883874) | > loss_kl: 2.1069931983947754 (2.121376701274507) | > loss_feat: 7.2359137535095215 (8.540884231964611) | > loss_mel: 14.015836715698242 (15.088175319897637) | > loss_duration: 1.6294465065002441 (1.5977327209400742) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.707277297973633 (30.14990126851217) | > grad_norm_1: tensor(890.5223, device='cuda:0') (tensor(850.7832, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.9402 (0.9186025530474404) | > loader_time: 0.0119 (0.011319920233378935)  --> TIME: 2025-02-21 03:32:31 -- STEP: 607/924 -- GLOBAL_STEP: 180450 | > loss_disc: 2.19215726852417 (2.2204482669296146) | > loss_disc_real_0: 0.168988898396492 (0.13076034061843905) | > loss_disc_real_1: 0.19715967774391174 (0.1887330478164667) | > loss_disc_real_2: 0.21884682774543762 (0.20018980901264863) | > loss_disc_real_3: 0.16906462609767914 (0.2046543521288003) | > loss_disc_real_4: 0.20186927914619446 (0.2053119484979593) | > loss_disc_real_5: 0.2509725093841553 (0.20180332302261614) | > loss_0: 2.19215726852417 (2.2204482669296146) | > grad_norm_0: tensor(67.9485, device='cuda:0') (tensor(53.3176, device='cuda:0')) | > loss_gen: 2.98952054977417 (2.803809018661397) | > loss_kl: 2.2430825233459473 (2.123219851999737) | > loss_feat: 8.912923812866211 (8.548334391938019) | > loss_mel: 15.553871154785156 (15.087155623333851) | > loss_duration: 1.582658052444458 (1.5975428102829503) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.28205680847168 (30.16006171526587) | > grad_norm_1: tensor(882.4127, device='cuda:0') (tensor(854.4849, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.952 (0.9184728022265867) | > loader_time: 0.0121 (0.011328032224928532)  --> TIME: 2025-02-21 03:33:18 -- STEP: 657/924 -- GLOBAL_STEP: 180500 | > loss_disc: 2.295860767364502 (2.2211734638910863) | > loss_disc_real_0: 0.07581980526447296 (0.13055866268354274) | > loss_disc_real_1: 0.21392542123794556 (0.18882158974715738) | > loss_disc_real_2: 0.21923761069774628 (0.20013385559779498) | > loss_disc_real_3: 0.20637968182563782 (0.20492690141614708) | > loss_disc_real_4: 0.24581022560596466 (0.20551555178481168) | > loss_disc_real_5: 0.1919270008802414 (0.20190924685023146) | > loss_0: 2.295860767364502 (2.2211734638910863) | > grad_norm_0: tensor(32.9114, device='cuda:0') (tensor(53.0779, device='cuda:0')) | > loss_gen: 2.6673812866210938 (2.8021647763215944) | > loss_kl: 2.083395481109619 (2.1223537246930526) | > loss_feat: 7.891600608825684 (8.543556099431527) | > loss_mel: 14.38524341583252 (15.073714055971468) | > loss_duration: 1.5839691162109375 (1.5971307837981248) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.611591339111328 (30.138919455820023) | > grad_norm_1: tensor(933.8475, device='cuda:0') (tensor(858.3445, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.8903 (0.9183488284071831) | > loader_time: 0.0094 (0.011344849791156653)  --> TIME: 2025-02-21 03:34:04 -- STEP: 707/924 -- GLOBAL_STEP: 180550 | > loss_disc: 2.0902628898620605 (2.2217862535231196) | > loss_disc_real_0: 0.08954279124736786 (0.13061734313168985) | > loss_disc_real_1: 0.15420901775360107 (0.1887934402453342) | > loss_disc_real_2: 0.15498630702495575 (0.20051687584908032) | > loss_disc_real_3: 0.18186838924884796 (0.2047466172861749) | > loss_disc_real_4: 0.2018849402666092 (0.20550657861472205) | > loss_disc_real_5: 0.20621207356452942 (0.20186759059381956) | > loss_0: 2.0902628898620605 (2.2217862535231196) | > grad_norm_0: tensor(32.3955, device='cuda:0') (tensor(53.0842, device='cuda:0')) | > loss_gen: 2.8130483627319336 (2.8032776240412214) | > loss_kl: 2.1737823486328125 (2.1209667927810787) | > loss_feat: 9.274773597717285 (8.551070043356122) | > loss_mel: 16.953655242919922 (15.099759462024737) | > loss_duration: 1.6129757165908813 (1.5973389020566386) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.8282356262207 (30.17241284263859) | > grad_norm_1: tensor(711.6646, device='cuda:0') (tensor(853.4033, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.9467 (0.9184534023641022) | > loader_time: 0.0117 (0.011359106870486687)  --> TIME: 2025-02-21 03:34:51 -- STEP: 757/924 -- GLOBAL_STEP: 180600 | > loss_disc: 2.216040849685669 (2.2210921151477425) | > loss_disc_real_0: 0.07601919025182724 (0.13052390218076343) | > loss_disc_real_1: 0.19629590213298798 (0.18898096310572698) | > loss_disc_real_2: 0.20363077521324158 (0.200509972998299) | > loss_disc_real_3: 0.20672763884067535 (0.20462405585156088) | > loss_disc_real_4: 0.2165164351463318 (0.20554571589910228) | > loss_disc_real_5: 0.21824128925800323 (0.2018246554635475) | > loss_0: 2.216040849685669 (2.2210921151477425) | > grad_norm_0: tensor(25.8315, device='cuda:0') (tensor(52.9899, device='cuda:0')) | > loss_gen: 2.8643321990966797 (2.8050941299730754) | > loss_kl: 2.1008055210113525 (2.1207344020216112) | > loss_feat: 8.440851211547852 (8.556332383477084) | > loss_mel: 15.383035659790039 (15.113646238924176) | > loss_duration: 1.6176007986068726 (1.597479999144137) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.406625747680664 (30.193287160311538) | > grad_norm_1: tensor(886.1043, device='cuda:0') (tensor(859.2968, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.9289 (0.918270356431505) | > loader_time: 0.0117 (0.01136515320056024)  --> TIME: 2025-02-21 03:35:37 -- STEP: 807/924 -- GLOBAL_STEP: 180650 | > loss_disc: 2.1734580993652344 (2.2233776564639474) | > loss_disc_real_0: 0.16278767585754395 (0.13127739862752377) | > loss_disc_real_1: 0.20664332807064056 (0.18916962344702581) | > loss_disc_real_2: 0.17885246872901917 (0.20063671591556642) | > loss_disc_real_3: 0.20321665704250336 (0.2047295444812325) | > loss_disc_real_4: 0.1842305213212967 (0.20551327354698243) | > loss_disc_real_5: 0.1872342824935913 (0.20185513356804405) | > loss_0: 2.1734580993652344 (2.2233776564639474) | > grad_norm_0: tensor(65.8397, device='cuda:0') (tensor(53.2750, device='cuda:0')) | > loss_gen: 2.780451536178589 (2.8026949121458675) | > loss_kl: 1.9331823587417603 (2.11947255595466) | > loss_feat: 8.123779296875 (8.543366237791657) | > loss_mel: 14.805500030517578 (15.097702559337593) | > loss_duration: 1.5432002544403076 (1.5976215454725529) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.186111450195312 (30.160857809225128) | > grad_norm_1: tensor(973.3895, device='cuda:0') (tensor(851.2439, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.9191 (0.9173982394524519) | > loader_time: 0.0138 (0.011385236678661178)  --> TIME: 2025-02-21 03:36:23 -- STEP: 857/924 -- GLOBAL_STEP: 180700 | > loss_disc: 2.2420120239257812 (2.222883053671664) | > loss_disc_real_0: 0.13578400015830994 (0.1314033294355229) | > loss_disc_real_1: 0.20714667439460754 (0.18907554332892834) | > loss_disc_real_2: 0.2128535658121109 (0.20061781470388898) | > loss_disc_real_3: 0.20538215339183807 (0.20477850759530147) | > loss_disc_real_4: 0.2177254855632782 (0.2054220679169359) | > loss_disc_real_5: 0.20038464665412903 (0.2017185005208297) | > loss_0: 2.2420120239257812 (2.222883053671664) | > grad_norm_0: tensor(58.7097, device='cuda:0') (tensor(53.2695, device='cuda:0')) | > loss_gen: 2.922281265258789 (2.8044463486487836) | > loss_kl: 2.2319514751434326 (2.1206978923937814) | > loss_feat: 8.55433464050293 (8.547028289514506) | > loss_mel: 16.117046356201172 (15.102377033567484) | > loss_duration: 1.5825262069702148 (1.5973460607517558) | > amp_scaler: 128.0 (128.44807467911315) | > loss_1: 31.408138275146484 (30.17189563141403) | > grad_norm_1: tensor(227.4424, device='cuda:0') (tensor(853.8304, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.9293 (0.9167154970358244) | > loader_time: 0.0112 (0.011373814234516591)  --> TIME: 2025-02-21 03:37:09 -- STEP: 907/924 -- GLOBAL_STEP: 180750 | > loss_disc: 2.1057252883911133 (2.2235323047427658) | > loss_disc_real_0: 0.2506856918334961 (0.13148517365738865) | > loss_disc_real_1: 0.15410442650318146 (0.18917866203987344) | > loss_disc_real_2: 0.18278764188289642 (0.2007433535344282) | > loss_disc_real_3: 0.18647915124893188 (0.20479295761740324) | > loss_disc_real_4: 0.20819343626499176 (0.20557485027967778) | > loss_disc_real_5: 0.1874997913837433 (0.20170452839221556) | > loss_0: 2.1057252883911133 (2.2235323047427658) | > grad_norm_0: tensor(97.0640, device='cuda:0') (tensor(53.0990, device='cuda:0')) | > loss_gen: 3.2365682125091553 (2.802036874480915) | > loss_kl: 2.2654757499694824 (2.1240451175559287) | > loss_feat: 9.874170303344727 (8.543436635552604) | > loss_mel: 16.75732421875 (15.107050153360083) | > loss_duration: 1.6268069744110107 (1.5972449733509118) | > amp_scaler: 128.0 (128.42337375964718) | > loss_1: 33.760345458984375 (30.173813768363708) | > grad_norm_1: tensor(1032.5365, device='cuda:0') (tensor(853.5021, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.9334 (0.9162780342186168) | > loader_time: 0.0115 (0.011351864287976793)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.376206159591675 (2.376206159591675) | > loss_disc_real_0: 0.2493879199028015 (0.2493879199028015) | > loss_disc_real_1: 0.24697734415531158 (0.24697734415531158) | > loss_disc_real_2: 0.2289065718650818 (0.2289065718650818) | > loss_disc_real_3: 0.24120469391345978 (0.24120469391345978) | > loss_disc_real_4: 0.23568095266819 (0.23568095266819) | > loss_disc_real_5: 0.15097364783287048 (0.15097364783287048) | > loss_0: 2.376206159591675 (2.376206159591675) | > loss_gen: 2.7323453426361084 (2.7323453426361084) | > loss_kl: 1.8896410465240479 (1.8896410465240479) | > loss_feat: 7.517902374267578 (7.517902374267578) | > loss_mel: 14.325156211853027 (14.325156211853027) | > loss_duration: 1.6832748651504517 (1.6832748651504517) | > loss_1: 28.1483211517334 (28.1483211517334)  --> STEP: 1 | > loss_disc: 2.4148788452148438 (2.4148788452148438) | > loss_disc_real_0: 0.2964979410171509 (0.2964979410171509) | > loss_disc_real_1: 0.2515924870967865 (0.2515924870967865) | > loss_disc_real_2: 0.22294016182422638 (0.22294016182422638) | > loss_disc_real_3: 0.25508150458335876 (0.25508150458335876) | > loss_disc_real_4: 0.23399199545383453 (0.23399199545383453) | > loss_disc_real_5: 0.17893296480178833 (0.17893296480178833) | > loss_0: 2.4148788452148438 (2.4148788452148438) | > loss_gen: 2.8371593952178955 (2.8371593952178955) | > loss_kl: 2.078108310699463 (2.078108310699463) | > loss_feat: 7.5787858963012695 (7.5787858963012695) | > loss_mel: 14.552031517028809 (14.552031517028809) | > loss_duration: 1.6884677410125732 (1.6884677410125732) | > loss_1: 28.734554290771484 (28.734554290771484)  --> STEP: 2 | > loss_disc: 2.319706916809082 (2.367292881011963) | > loss_disc_real_0: 0.25698497891426086 (0.27674145996570587) | > loss_disc_real_1: 0.22023439407348633 (0.2359134405851364) | > loss_disc_real_2: 0.19879136979579926 (0.21086576581001282) | > loss_disc_real_3: 0.23051893711090088 (0.24280022084712982) | > loss_disc_real_4: 0.19769413769245148 (0.215843066573143) | > loss_disc_real_5: 0.16845355927944183 (0.17369326204061508) | > loss_0: 2.319706916809082 (2.367292881011963) | > loss_gen: 2.726731300354004 (2.7819453477859497) | > loss_kl: 2.090313673019409 (2.084210991859436) | > loss_feat: 7.531355381011963 (7.555070638656616) | > loss_mel: 13.289766311645508 (13.920898914337158) | > loss_duration: 1.5764319896697998 (1.6324498653411865) | > loss_1: 27.214595794677734 (27.97457504272461)  --> STEP: 3 | > loss_disc: 2.4855690002441406 (2.4067182540893555) | > loss_disc_real_0: 0.29105374217033386 (0.28151222070058185) | > loss_disc_real_1: 0.25771212577819824 (0.2431796689828237) | > loss_disc_real_2: 0.2485155314207077 (0.22341568768024445) | > loss_disc_real_3: 0.2414386123418808 (0.24234635134538016) | > loss_disc_real_4: 0.2654975950717926 (0.23239457607269287) | > loss_disc_real_5: 0.17622067034244537 (0.1745357314745585) | > loss_0: 2.4855690002441406 (2.4067182540893555) | > loss_gen: 2.7536139488220215 (2.772501548131307) | > loss_kl: 1.9633721113204956 (2.0439313650131226) | > loss_feat: 7.051214218139648 (7.387118498484294) | > loss_mel: 13.089966773986816 (13.643921534220377) | > loss_duration: 1.6645829677581787 (1.6431608994801838) | > loss_1: 26.522750854492188 (27.490633646647137)  --> STEP: 4 | > loss_disc: 2.468475818634033 (2.422157645225525) | > loss_disc_real_0: 0.2634843587875366 (0.27700525522232056) | > loss_disc_real_1: 0.23982107639312744 (0.24234002083539963) | > loss_disc_real_2: 0.21150460839271545 (0.2204379178583622) | > loss_disc_real_3: 0.24099643528461456 (0.24200887233018875) | > loss_disc_real_4: 0.2470189779996872 (0.23605067655444145) | > loss_disc_real_5: 0.16604988276958466 (0.17241426929831505) | > loss_0: 2.468475818634033 (2.422157645225525) | > loss_gen: 2.6118268966674805 (2.7323328852653503) | > loss_kl: 2.105938196182251 (2.0594330728054047) | > loss_feat: 7.25180196762085 (7.353289365768433) | > loss_mel: 12.807466506958008 (13.434807777404785) | > loss_duration: 1.7562726736068726 (1.671438843011856) | > loss_1: 26.533308029174805 (27.251302242279053)  --> STEP: 5 | > loss_disc: 2.038618564605713 (2.3454498291015624) | > loss_disc_real_0: 0.19002674520015717 (0.25960955321788787) | > loss_disc_real_1: 0.2254807949066162 (0.23896817564964296) | > loss_disc_real_2: 0.25800254940986633 (0.227950844168663) | > loss_disc_real_3: 0.21564021706581116 (0.23673514127731324) | > loss_disc_real_4: 0.1665392518043518 (0.2221483916044235) | > loss_disc_real_5: 0.16293151676654816 (0.17051771879196168) | > loss_0: 2.038618564605713 (2.3454498291015624) | > loss_gen: 3.145279884338379 (2.8149222850799562) | > loss_kl: 1.982093095779419 (2.0439650774002076) | > loss_feat: 10.033061981201172 (7.88924388885498) | > loss_mel: 16.56916046142578 (14.061678314208985) | > loss_duration: 1.5174126625061035 (1.6406336069107055) | > loss_1: 33.24700927734375 (28.45044364929199) --> EVAL PERFORMANCE | > avg_loader_time: 0.15173182487487794 (-0.004791069030761708) | > avg_loss_disc: 2.3454498291015624 (+0.022587490081786843) | > avg_loss_disc_real_0: 0.25960955321788787 (+0.14749550223350524) | > avg_loss_disc_real_1: 0.23896817564964296 (+0.012632277607917797) | > avg_loss_disc_real_2: 0.227950844168663 (-0.014431178569793701) | > avg_loss_disc_real_3: 0.23673514127731324 (-0.010340982675552363) | > avg_loss_disc_real_4: 0.2221483916044235 (-0.039953380823135376) | > avg_loss_disc_real_5: 0.17051771879196168 (-0.043506059050559986) | > avg_loss_0: 2.3454498291015624 (+0.022587490081786843) | > avg_loss_gen: 2.8149222850799562 (+0.1320773124694825) | > avg_loss_kl: 2.0439650774002076 (+0.13635649681091322) | > avg_loss_feat: 7.88924388885498 (-0.15451269149780256) | > avg_loss_mel: 14.061678314208985 (-0.5855026245117188) | > avg_loss_duration: 1.6406336069107055 (-0.008991098403930753) | > avg_loss_1: 28.45044364929199 (-0.4805717468261719)  > EPOCH: 146/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 03:37:33)   --> TIME: 2025-02-21 03:38:06 -- STEP: 33/924 -- GLOBAL_STEP: 180800 | > loss_disc: 2.2643299102783203 (2.214727408958203) | > loss_disc_real_0: 0.09924312680959702 (0.12788576248920325) | > loss_disc_real_1: 0.18459250032901764 (0.18725854203556525) | > loss_disc_real_2: 0.19874563813209534 (0.20106514159477118) | > loss_disc_real_3: 0.22551588714122772 (0.20414899425073105) | > loss_disc_real_4: 0.21695567667484283 (0.20547624293601874) | > loss_disc_real_5: 0.26677483320236206 (0.20714553332690036) | > loss_0: 2.2643299102783203 (2.214727408958203) | > grad_norm_0: tensor(56.1664, device='cuda:0') (tensor(48.9157, device='cuda:0')) | > loss_gen: 2.818079948425293 (2.767703460924553) | > loss_kl: 2.2846879959106445 (2.1563655390883936) | > loss_feat: 8.589970588684082 (8.566422303517662) | > loss_mel: 14.82676887512207 (15.224610791061863) | > loss_duration: 1.5925719738006592 (1.596198533520554) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.112079620361328 (30.311300682299066) | > grad_norm_1: tensor(1156.4236, device='cuda:0') (tensor(849.2757, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.8937 (0.9168371431755297) | > loader_time: 0.0107 (0.010884241624311968)  --> TIME: 2025-02-21 03:38:53 -- STEP: 83/924 -- GLOBAL_STEP: 180850 | > loss_disc: 2.0437397956848145 (2.222493510648428) | > loss_disc_real_0: 0.10207600891590118 (0.1316186226455562) | > loss_disc_real_1: 0.17306050658226013 (0.1875877055418061) | > loss_disc_real_2: 0.17005681991577148 (0.20064666741583717) | > loss_disc_real_3: 0.1901574730873108 (0.2051861618297646) | > loss_disc_real_4: 0.1725681722164154 (0.20510785658675504) | > loss_disc_real_5: 0.20946599543094635 (0.20374213607914476) | > loss_0: 2.0437397956848145 (2.222493510648428) | > grad_norm_0: tensor(38.5281, device='cuda:0') (tensor(54.8441, device='cuda:0')) | > loss_gen: 2.9231369495391846 (2.7941764234060256) | > loss_kl: 2.178460121154785 (2.141240955835365) | > loss_feat: 9.360855102539062 (8.56324167711189) | > loss_mel: 15.745125770568848 (15.164539463548776) | > loss_duration: 1.5808525085449219 (1.5970273104058688) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.78843116760254 (30.26022589350321) | > grad_norm_1: tensor(1006.3174, device='cuda:0') (tensor(842.2311, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.8997 (0.915971112538533) | > loader_time: 0.0103 (0.010971106678606518)  --> TIME: 2025-02-21 03:39:39 -- STEP: 133/924 -- GLOBAL_STEP: 180900 | > loss_disc: 2.1946864128112793 (2.2213667191957165) | > loss_disc_real_0: 0.0726778581738472 (0.12855990936881623) | > loss_disc_real_1: 0.18875503540039062 (0.1876875363794485) | > loss_disc_real_2: 0.17405608296394348 (0.2006214343963709) | > loss_disc_real_3: 0.18594703078269958 (0.20616403950336284) | > loss_disc_real_4: 0.20000992715358734 (0.20629448998243288) | > loss_disc_real_5: 0.20173288881778717 (0.2030752220548185) | > loss_0: 2.1946864128112793 (2.2213667191957165) | > grad_norm_0: tensor(39.1409, device='cuda:0') (tensor(53.3853, device='cuda:0')) | > loss_gen: 2.8300347328186035 (2.7871615295123333) | > loss_kl: 2.0862979888916016 (2.1406182454044664) | > loss_feat: 8.153641700744629 (8.533013999910281) | > loss_mel: 14.709677696228027 (15.075975009373256) | > loss_duration: 1.5807684659957886 (1.596183881723791) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.36042022705078 (30.132952725976928) | > grad_norm_1: tensor(1061.0168, device='cuda:0') (tensor(850.9810, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.9169 (0.9135821833646387) | > loader_time: 0.0116 (0.010990108762468611)  --> TIME: 2025-02-21 03:40:25 -- STEP: 183/924 -- GLOBAL_STEP: 180950 | > loss_disc: 2.1698031425476074 (2.221431779079749) | > loss_disc_real_0: 0.12610438466072083 (0.131411710438507) | > loss_disc_real_1: 0.17140941321849823 (0.18710923251884232) | > loss_disc_real_2: 0.20256589353084564 (0.20012106278229289) | > loss_disc_real_3: 0.19654573500156403 (0.20575513833207512) | > loss_disc_real_4: 0.22791743278503418 (0.2061341381300994) | > loss_disc_real_5: 0.20856836438179016 (0.20238414610344205) | > loss_0: 2.1698031425476074 (2.221431779079749) | > grad_norm_0: tensor(56.9675, device='cuda:0') (tensor(51.9712, device='cuda:0')) | > loss_gen: 2.7986347675323486 (2.794782697177323) | > loss_kl: 1.8860015869140625 (2.143305586335438) | > loss_feat: 8.728806495666504 (8.552439973653982) | > loss_mel: 15.586344718933105 (15.122094691125422) | > loss_duration: 1.6012463569641113 (1.594921397381141) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.60103416442871 (30.207544389318247) | > grad_norm_1: tensor(1140.2405, device='cuda:0') (tensor(832.7977, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.9032 (0.9127825036074946) | > loader_time: 0.0106 (0.011032817142257269)  --> TIME: 2025-02-21 03:41:12 -- STEP: 233/924 -- GLOBAL_STEP: 181000 | > loss_disc: 2.207209348678589 (2.222349919986315) | > loss_disc_real_0: 0.12072502821683884 (0.13092126562999565) | > loss_disc_real_1: 0.15616919100284576 (0.18731682303125766) | > loss_disc_real_2: 0.19852899014949799 (0.20104869637366535) | > loss_disc_real_3: 0.2438735067844391 (0.20508056661601742) | > loss_disc_real_4: 0.1900741457939148 (0.20586197781716292) | > loss_disc_real_5: 0.1908474713563919 (0.20244143183778796) | > loss_0: 2.207209348678589 (2.222349919986315) | > grad_norm_0: tensor(62.8236, device='cuda:0') (tensor(52.5574, device='cuda:0')) | > loss_gen: 2.8737006187438965 (2.7933740493054033) | > loss_kl: 2.302264451980591 (2.144510772095219) | > loss_feat: 9.874332427978516 (8.540714239357866) | > loss_mel: 16.520061492919922 (15.11800231442431) | > loss_duration: 1.6023173332214355 (1.5966068102054836) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.17267608642578 (30.19320820329527) | > grad_norm_1: tensor(1224.7562, device='cuda:0') (tensor(846.5208, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.8875 (0.9157038215915533) | > loader_time: 0.0108 (0.011033296585083004) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_181000.pth  --> TIME: 2025-02-21 03:42:01 -- STEP: 283/924 -- GLOBAL_STEP: 181050 | > loss_disc: 2.2205159664154053 (2.2269574146809923) | > loss_disc_real_0: 0.11247742921113968 (0.13253840905459535) | > loss_disc_real_1: 0.2034585028886795 (0.1884245268552969) | > loss_disc_real_2: 0.1811828315258026 (0.20132299567911746) | > loss_disc_real_3: 0.17711377143859863 (0.20459112161671736) | > loss_disc_real_4: 0.15371271967887878 (0.20604884756116898) | > loss_disc_real_5: 0.20549912750720978 (0.20181255571728463) | > loss_0: 2.2205159664154053 (2.2269574146809923) | > grad_norm_0: tensor(74.3904, device='cuda:0') (tensor(53.3256, device='cuda:0')) | > loss_gen: 2.791429042816162 (2.7936551520344213) | > loss_kl: 2.160142183303833 (2.137247075461668) | > loss_feat: 8.043482780456543 (8.507264182761348) | > loss_mel: 15.384761810302734 (15.063739213842386) | > loss_duration: 1.6180435419082642 (1.5974421939243273) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.997859954833984 (30.09934783234613) | > grad_norm_1: tensor(404.5054, device='cuda:0') (tensor(858.7821, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.9171 (0.9156023756775333) | > loader_time: 0.0099 (0.011029335298302313)  --> TIME: 2025-02-21 03:42:48 -- STEP: 333/924 -- GLOBAL_STEP: 181100 | > loss_disc: 2.309164047241211 (2.2282971691440876) | > loss_disc_real_0: 0.11657948791980743 (0.1318649094853854) | > loss_disc_real_1: 0.17624227702617645 (0.1886442021743671) | > loss_disc_real_2: 0.19857922196388245 (0.20123390195606) | > loss_disc_real_3: 0.2275490164756775 (0.2052730581871382) | > loss_disc_real_4: 0.21497422456741333 (0.2062369715254586) | > loss_disc_real_5: 0.272091805934906 (0.20256581421460484) | > loss_0: 2.309164047241211 (2.2282971691440876) | > grad_norm_0: tensor(23.7083, device='cuda:0') (tensor(53.0534, device='cuda:0')) | > loss_gen: 2.6105258464813232 (2.7890182465046367) | > loss_kl: 2.1615679264068604 (2.134865883234386) | > loss_feat: 7.911936283111572 (8.499135018826948) | > loss_mel: 14.0990571975708 (15.072940683221674) | > loss_duration: 1.5822784900665283 (1.5971538580215732) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.365365982055664 (30.093113753172727) | > grad_norm_1: tensor(422.8394, device='cuda:0') (tensor(834.0710, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.8556 (0.9163005960596217) | > loader_time: 0.0118 (0.011055508175411732)  --> TIME: 2025-02-21 03:43:35 -- STEP: 383/924 -- GLOBAL_STEP: 181150 | > loss_disc: 2.3257181644439697 (2.2303427516947205) | > loss_disc_real_0: 0.17736726999282837 (0.13257471673365676) | > loss_disc_real_1: 0.18390800058841705 (0.1886540913550723) | > loss_disc_real_2: 0.19637209177017212 (0.20140431533438738) | > loss_disc_real_3: 0.20218542218208313 (0.20527304572785182) | > loss_disc_real_4: 0.2391068935394287 (0.20628316626536317) | > loss_disc_real_5: 0.186149463057518 (0.20225798684918858) | > loss_0: 2.3257181644439697 (2.2303427516947205) | > grad_norm_0: tensor(68.4161, device='cuda:0') (tensor(52.9856, device='cuda:0')) | > loss_gen: 2.8748462200164795 (2.7872186217544597) | > loss_kl: 2.2089998722076416 (2.135617012454699) | > loss_feat: 8.484272003173828 (8.4839070272819) | > loss_mel: 14.41431999206543 (15.040617977670216) | > loss_duration: 1.6816446781158447 (1.5975559377172288) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.664081573486328 (30.044916631036266) | > grad_norm_1: tensor(708.2367, device='cuda:0') (tensor(832.9661, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.9147 (0.9167552205974688) | > loader_time: 0.0111 (0.011102494620778846)  --> TIME: 2025-02-21 03:44:22 -- STEP: 433/924 -- GLOBAL_STEP: 181200 | > loss_disc: 2.2275867462158203 (2.2312932030983927) | > loss_disc_real_0: 0.13434945046901703 (0.1322047324038131) | > loss_disc_real_1: 0.19761815667152405 (0.18899680157869572) | > loss_disc_real_2: 0.2009904980659485 (0.20206931422681793) | > loss_disc_real_3: 0.17390958964824677 (0.20550630146994603) | > loss_disc_real_4: 0.17734375596046448 (0.20633420561532775) | > loss_disc_real_5: 0.25986242294311523 (0.2023557424029082) | > loss_0: 2.2275867462158203 (2.2312932030983927) | > grad_norm_0: tensor(45.4506, device='cuda:0') (tensor(53.2769, device='cuda:0')) | > loss_gen: 2.7685136795043945 (2.7929023149107124) | > loss_kl: 2.082777976989746 (2.1310946286137615) | > loss_feat: 7.909884929656982 (8.482095935328166) | > loss_mel: 13.663087844848633 (15.047334063135724) | > loss_duration: 1.6255457401275635 (1.5975502027375046) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.049808502197266 (30.05097720474349) | > grad_norm_1: tensor(568.6453, device='cuda:0') (tensor(841.2617, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.8917 (0.9169973346983312) | > loader_time: 0.0104 (0.011113532420944665)  --> TIME: 2025-02-21 03:45:09 -- STEP: 483/924 -- GLOBAL_STEP: 181250 | > loss_disc: 2.14212965965271 (2.230439749810511) | > loss_disc_real_0: 0.11575897783041 (0.1317343160695172) | > loss_disc_real_1: 0.19804096221923828 (0.1890094111486498) | > loss_disc_real_2: 0.17354480922222137 (0.20176210734167954) | > loss_disc_real_3: 0.21088425815105438 (0.20561626707791789) | > loss_disc_real_4: 0.21346543729305267 (0.20640499096973094) | > loss_disc_real_5: 0.1926807165145874 (0.20223344037189747) | > loss_0: 2.14212965965271 (2.230439749810511) | > grad_norm_0: tensor(28.6450, device='cuda:0') (tensor(52.5517, device='cuda:0')) | > loss_gen: 2.797703742980957 (2.79088202421216) | > loss_kl: 2.0371556282043457 (2.124378165596515) | > loss_feat: 8.993626594543457 (8.475743284877039) | > loss_mel: 16.03081512451172 (15.051041482645038) | > loss_duration: 1.558250069618225 (1.5969701032954469) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.417552947998047 (30.03901512035425) | > grad_norm_1: tensor(724.8624, device='cuda:0') (tensor(835.0073, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.9262 (0.9180594433415257) | > loader_time: 0.0127 (0.011129297331499999)  --> TIME: 2025-02-21 03:45:55 -- STEP: 533/924 -- GLOBAL_STEP: 181300 | > loss_disc: 2.2466349601745605 (2.2264818523435594) | > loss_disc_real_0: 0.09033142775297165 (0.13157398476637563) | > loss_disc_real_1: 0.205987349152565 (0.18882982737575194) | > loss_disc_real_2: 0.18823137879371643 (0.20155386850377638) | > loss_disc_real_3: 0.18477262556552887 (0.20511417448744318) | > loss_disc_real_4: 0.2042713314294815 (0.20615538912799075) | > loss_disc_real_5: 0.21318788826465607 (0.20179733755608667) | > loss_0: 2.2466349601745605 (2.2264818523435594) | > grad_norm_0: tensor(41.5948, device='cuda:0') (tensor(52.9585, device='cuda:0')) | > loss_gen: 2.6613059043884277 (2.7959809383800285) | > loss_kl: 2.098658561706543 (2.120323968649359) | > loss_feat: 8.428617477416992 (8.493598274173698) | > loss_mel: 14.475777626037598 (15.065632465856384) | > loss_duration: 1.6161803007125854 (1.597218621515199) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.280540466308594 (30.072754346407375) | > grad_norm_1: tensor(859.3967, device='cuda:0') (tensor(848.6745, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.9097 (0.9174644016638035) | > loader_time: 0.012 (0.011109188842057732)  --> TIME: 2025-02-21 03:46:42 -- STEP: 583/924 -- GLOBAL_STEP: 181350 | > loss_disc: 2.1786599159240723 (2.2273235660474446) | > loss_disc_real_0: 0.09454000741243362 (0.13141908568823743) | > loss_disc_real_1: 0.20113705098628998 (0.18914459556290056) | > loss_disc_real_2: 0.21018776297569275 (0.2015550492609345) | > loss_disc_real_3: 0.22381407022476196 (0.20537493974737192) | > loss_disc_real_4: 0.21892085671424866 (0.20614563176603298) | > loss_disc_real_5: 0.19988802075386047 (0.20197249260151168) | > loss_0: 2.1786599159240723 (2.2273235660474446) | > grad_norm_0: tensor(52.3862, device='cuda:0') (tensor(53.0507, device='cuda:0')) | > loss_gen: 2.9446165561676025 (2.7981703608563593) | > loss_kl: 2.0962560176849365 (2.117611649310404) | > loss_feat: 9.220497131347656 (8.493995663232294) | > loss_mel: 15.457380294799805 (15.0579527908901) | > loss_duration: 1.59415864944458 (1.5972105890359114) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.312908172607422 (30.06494111834832) | > grad_norm_1: tensor(1089.2064, device='cuda:0') (tensor(849.4630, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.9162 (0.9178901311668278) | > loader_time: 0.0112 (0.011160707391964635)  --> TIME: 2025-02-21 03:47:29 -- STEP: 633/924 -- GLOBAL_STEP: 181400 | > loss_disc: 2.2960762977600098 (2.2269247873887825) | > loss_disc_real_0: 0.1087769865989685 (0.13123312271766577) | > loss_disc_real_1: 0.21469786763191223 (0.18943114319777993) | > loss_disc_real_2: 0.177946999669075 (0.2013629575805829) | > loss_disc_real_3: 0.22287367284297943 (0.2054587717022375) | > loss_disc_real_4: 0.23855561017990112 (0.20613360388489876) | > loss_disc_real_5: 0.18729455769062042 (0.2019819301004282) | > loss_0: 2.2960762977600098 (2.2269247873887825) | > grad_norm_0: tensor(44.5789, device='cuda:0') (tensor(52.7608, device='cuda:0')) | > loss_gen: 2.549452304840088 (2.800055047723732) | > loss_kl: 2.0026915073394775 (2.1157223814848263) | > loss_feat: 7.821294784545898 (8.50261575388494) | > loss_mel: 13.627464294433594 (15.063464401269222) | > loss_duration: 1.6133335828781128 (1.5968735174733502) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.614234924316406 (30.078731151177042) | > grad_norm_1: tensor(869.5035, device='cuda:0') (tensor(849.6055, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.9069 (0.917908335184034) | > loader_time: 0.0105 (0.011155609459296978)  --> TIME: 2025-02-21 03:48:15 -- STEP: 683/924 -- GLOBAL_STEP: 181450 | > loss_disc: 2.115370273590088 (2.2268007627168838) | > loss_disc_real_0: 0.09960256516933441 (0.130991029928099) | > loss_disc_real_1: 0.1963290423154831 (0.189525255717959) | > loss_disc_real_2: 0.22427935898303986 (0.20136065117872992) | > loss_disc_real_3: 0.22848361730575562 (0.20549883343290262) | > loss_disc_real_4: 0.23297925293445587 (0.2060173498807504) | > loss_disc_real_5: 0.2046925276517868 (0.20190720736849535) | > loss_0: 2.115370273590088 (2.2268007627168838) | > grad_norm_0: tensor(58.3544, device='cuda:0') (tensor(52.4753, device='cuda:0')) | > loss_gen: 2.987067461013794 (2.7984770045971636) | > loss_kl: 1.967848300933838 (2.1152287355104598) | > loss_feat: 9.29664134979248 (8.499314611164056) | > loss_mel: 15.892544746398926 (15.068580236476826) | > loss_duration: 1.6022088527679443 (1.596728344787441) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.746313095092773 (30.078328969014336) | > grad_norm_1: tensor(1417.0848, device='cuda:0') (tensor(847.3728, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.9254 (0.9177274592275326) | > loader_time: 0.0113 (0.011173241658580779)  --> TIME: 2025-02-21 03:49:02 -- STEP: 733/924 -- GLOBAL_STEP: 181500 | > loss_disc: 2.059352159500122 (2.2244923762052156) | > loss_disc_real_0: 0.054402124136686325 (0.13181452003357208) | > loss_disc_real_1: 0.18065676093101501 (0.18922803564172494) | > loss_disc_real_2: 0.21116258203983307 (0.20126003535187414) | > loss_disc_real_3: 0.21146360039710999 (0.2052736833061397) | > loss_disc_real_4: 0.19701620936393738 (0.20580389323208528) | > loss_disc_real_5: 0.1606597900390625 (0.20138140966020535) | > loss_0: 2.059352159500122 (2.2244923762052156) | > grad_norm_0: tensor(27.0028, device='cuda:0') (tensor(52.8708, device='cuda:0')) | > loss_gen: 2.9686942100524902 (2.8043377175012365) | > loss_kl: 2.2325258255004883 (2.119495954552581) | > loss_feat: 8.970316886901855 (8.522274077833108) | > loss_mel: 15.29004955291748 (15.093189213480827) | > loss_duration: 1.6077501773834229 (1.596913372022881) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.069337844848633 (30.136210375235482) | > grad_norm_1: tensor(737.9562, device='cuda:0') (tensor(844.4302, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.936 (0.917939724733527) | > loader_time: 0.0114 (0.01119273616379638)  --> TIME: 2025-02-21 03:49:49 -- STEP: 783/924 -- GLOBAL_STEP: 181550 | > loss_disc: 2.0415847301483154 (2.225104601447153) | > loss_disc_real_0: 0.06172825023531914 (0.13161427086150235) | > loss_disc_real_1: 0.18190234899520874 (0.18920393052152906) | > loss_disc_real_2: 0.19222500920295715 (0.20128346585679321) | > loss_disc_real_3: 0.24791575968265533 (0.2053578610925686) | > loss_disc_real_4: 0.2233840525150299 (0.20592500214223503) | > loss_disc_real_5: 0.17931875586509705 (0.2016832231523738) | > loss_0: 2.0415847301483154 (2.225104601447153) | > grad_norm_0: tensor(24.6382, device='cuda:0') (tensor(52.3943, device='cuda:0')) | > loss_gen: 3.019343852996826 (2.801839616259092) | > loss_kl: 2.2651538848876953 (2.1154490893523503) | > loss_feat: 10.03541374206543 (8.516160780442632) | > loss_mel: 16.76177406311035 (15.095031421607786) | > loss_duration: 1.5679235458374023 (1.5974924893214781) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.64960861206055 (30.125973427432708) | > grad_norm_1: tensor(1018.3671, device='cuda:0') (tensor(840.4155, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.8797 (0.9177619920684308) | > loader_time: 0.0102 (0.011202702272592988)  --> TIME: 2025-02-21 03:50:35 -- STEP: 833/924 -- GLOBAL_STEP: 181600 | > loss_disc: 2.2442803382873535 (2.2264898541737854) | > loss_disc_real_0: 0.1231105625629425 (0.1321325088132262) | > loss_disc_real_1: 0.19151617586612701 (0.18935802564615253) | > loss_disc_real_2: 0.1824934035539627 (0.20124617963134878) | > loss_disc_real_3: 0.22674304246902466 (0.20529609145809044) | > loss_disc_real_4: 0.2054930031299591 (0.2058977702048932) | > loss_disc_real_5: 0.16770315170288086 (0.2015836862455897) | > loss_0: 2.2442803382873535 (2.2264898541737854) | > grad_norm_0: tensor(65.1899, device='cuda:0') (tensor(52.7747, device='cuda:0')) | > loss_gen: 2.8304123878479004 (2.800546024169098) | > loss_kl: 2.144979476928711 (2.113830184593063) | > loss_feat: 9.200542449951172 (8.511602260342306) | > loss_mel: 14.995753288269043 (15.099436725602716) | > loss_duration: 1.6116325855255127 (1.5970801359751357) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.7833194732666 (30.12249536731807) | > grad_norm_1: tensor(1051.5137, device='cuda:0') (tensor(834.8043, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.8891 (0.9175214429720252) | > loader_time: 0.0103 (0.011205571324599178)  --> TIME: 2025-02-21 03:51:22 -- STEP: 883/924 -- GLOBAL_STEP: 181650 | > loss_disc: 2.2676451206207275 (2.2262279876631212) | > loss_disc_real_0: 0.18591777980327606 (0.13232532011541245) | > loss_disc_real_1: 0.20709560811519623 (0.18917493407413083) | > loss_disc_real_2: 0.23054739832878113 (0.20123693461731357) | > loss_disc_real_3: 0.2080211341381073 (0.20530516862666748) | > loss_disc_real_4: 0.194840207695961 (0.20592085218915576) | > loss_disc_real_5: 0.19755327701568604 (0.20165191362965282) | > loss_0: 2.2676451206207275 (2.2262279876631212) | > grad_norm_0: tensor(70.9873, device='cuda:0') (tensor(52.6058, device='cuda:0')) | > loss_gen: 2.8295321464538574 (2.800241444415982) | > loss_kl: 2.1577298641204834 (2.1120635391226714) | > loss_feat: 8.082833290100098 (8.51477054021367) | > loss_mel: 16.291343688964844 (15.106970099063584) | > loss_duration: 1.5883793830871582 (1.5972444692527448) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.949817657470703 (30.131290113939436) | > grad_norm_1: tensor(747.3579, device='cuda:0') (tensor(833.9288, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.9115 (0.9172904486024366) | > loader_time: 0.0153 (0.011217934358970498)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2780747413635254 (2.2780747413635254) | > loss_disc_real_0: 0.11890058219432831 (0.11890058219432831) | > loss_disc_real_1: 0.18345040082931519 (0.18345040082931519) | > loss_disc_real_2: 0.23122870922088623 (0.23122870922088623) | > loss_disc_real_3: 0.18908612430095673 (0.18908612430095673) | > loss_disc_real_4: 0.21014945209026337 (0.21014945209026337) | > loss_disc_real_5: 0.16416001319885254 (0.16416001319885254) | > loss_0: 2.2780747413635254 (2.2780747413635254) | > loss_gen: 2.3857247829437256 (2.3857247829437256) | > loss_kl: 1.988288402557373 (1.988288402557373) | > loss_feat: 7.76709508895874 (7.76709508895874) | > loss_mel: 13.665209770202637 (13.665209770202637) | > loss_duration: 1.6691837310791016 (1.6691837310791016) | > loss_1: 27.475502014160156 (27.475502014160156)  --> STEP: 1 | > loss_disc: 2.304842710494995 (2.304842710494995) | > loss_disc_real_0: 0.13094960153102875 (0.13094960153102875) | > loss_disc_real_1: 0.20319676399230957 (0.20319676399230957) | > loss_disc_real_2: 0.24567757546901703 (0.24567757546901703) | > loss_disc_real_3: 0.18009592592716217 (0.18009592592716217) | > loss_disc_real_4: 0.23514220118522644 (0.23514220118522644) | > loss_disc_real_5: 0.18845997750759125 (0.18845997750759125) | > loss_0: 2.304842710494995 (2.304842710494995) | > loss_gen: 2.525620222091675 (2.525620222091675) | > loss_kl: 2.031482458114624 (2.031482458114624) | > loss_feat: 7.926618576049805 (7.926618576049805) | > loss_mel: 14.525321960449219 (14.525321960449219) | > loss_duration: 1.6918210983276367 (1.6918210983276367) | > loss_1: 28.700862884521484 (28.700862884521484)  --> STEP: 2 | > loss_disc: 2.37740421295166 (2.3411234617233276) | > loss_disc_real_0: 0.12731648981571198 (0.12913304567337036) | > loss_disc_real_1: 0.17936064302921295 (0.19127870351076126) | > loss_disc_real_2: 0.23457486927509308 (0.24012622237205505) | > loss_disc_real_3: 0.1998831033706665 (0.18998951464891434) | > loss_disc_real_4: 0.23974214494228363 (0.23744217306375504) | > loss_disc_real_5: 0.18283849954605103 (0.18564923852682114) | > loss_0: 2.37740421295166 (2.3411234617233276) | > loss_gen: 2.3573923110961914 (2.441506266593933) | > loss_kl: 2.119572639465332 (2.075527548789978) | > loss_feat: 7.4141364097595215 (7.670377492904663) | > loss_mel: 14.402481079101562 (14.46390151977539) | > loss_duration: 1.5837101936340332 (1.637765645980835) | > loss_1: 27.87729263305664 (28.289077758789062)  --> STEP: 3 | > loss_disc: 2.3533096313476562 (2.3451855182647705) | > loss_disc_real_0: 0.1475342959165573 (0.13526679575443268) | > loss_disc_real_1: 0.21144318580627441 (0.19800019760926565) | > loss_disc_real_2: 0.2511183023452759 (0.24379024902979532) | > loss_disc_real_3: 0.17294374108314514 (0.18430759012699127) | > loss_disc_real_4: 0.23050753772258759 (0.23513062795003256) | > loss_disc_real_5: 0.15947185456752777 (0.17692344387372336) | > loss_0: 2.3533096313476562 (2.3451855182647705) | > loss_gen: 2.3955841064453125 (2.426198879877726) | > loss_kl: 2.134850025177002 (2.095301707585653) | > loss_feat: 6.783418655395508 (7.374724547068278) | > loss_mel: 13.597823143005371 (14.175208727518717) | > loss_duration: 1.6594821214675903 (1.6450044711430867) | > loss_1: 26.571157455444336 (27.716437657674152)  --> STEP: 4 | > loss_disc: 2.424480438232422 (2.3650092482566833) | > loss_disc_real_0: 0.13093030452728271 (0.1341826729476452) | > loss_disc_real_1: 0.1703500747680664 (0.19108766689896584) | > loss_disc_real_2: 0.24830855429172516 (0.2449198253452778) | > loss_disc_real_3: 0.17646771669387817 (0.182347621768713) | > loss_disc_real_4: 0.2350267767906189 (0.23510466516017914) | > loss_disc_real_5: 0.18731313943862915 (0.1795208677649498) | > loss_0: 2.424480438232422 (2.3650092482566833) | > loss_gen: 2.21417498588562 (2.3731929063796997) | > loss_kl: 2.0671558380126953 (2.0882652401924133) | > loss_feat: 7.178055763244629 (7.325557351112366) | > loss_mel: 13.878979682922363 (14.101151466369629) | > loss_duration: 1.763935923576355 (1.6747373342514038) | > loss_1: 27.1023006439209 (27.56290340423584)  --> STEP: 5 | > loss_disc: 1.9714908599853516 (2.286305570602417) | > loss_disc_real_0: 0.05307617038488388 (0.11796137243509293) | > loss_disc_real_1: 0.14163945615291595 (0.18119802474975585) | > loss_disc_real_2: 0.25197404623031616 (0.24633066952228547) | > loss_disc_real_3: 0.16238538920879364 (0.17835517525672911) | > loss_disc_real_4: 0.17816594243049622 (0.22371692061424256) | > loss_disc_real_5: 0.10643284022808075 (0.16490326225757598) | > loss_0: 1.9714908599853516 (2.286305570602417) | > loss_gen: 2.6163206100463867 (2.4218184471130373) | > loss_kl: 1.9679310321807861 (2.064198398590088) | > loss_feat: 10.70654010772705 (8.001753902435302) | > loss_mel: 16.61493492126465 (14.603908157348632) | > loss_duration: 1.5585458278656006 (1.6514990329742432) | > loss_1: 33.464271545410156 (28.743177032470705) --> EVAL PERFORMANCE | > avg_loader_time: 0.15187497138977052 (+0.00014314651489258368) | > avg_loss_disc: 2.286305570602417 (-0.05914425849914551) | > avg_loss_disc_real_0: 0.11796137243509293 (-0.14164818078279495) | > avg_loss_disc_real_1: 0.18119802474975585 (-0.0577701508998871) | > avg_loss_disc_real_2: 0.24633066952228547 (+0.018379825353622453) | > avg_loss_disc_real_3: 0.17835517525672911 (-0.05837996602058412) | > avg_loss_disc_real_4: 0.22371692061424256 (+0.0015685290098190474) | > avg_loss_disc_real_5: 0.16490326225757598 (-0.005614456534385692) | > avg_loss_0: 2.286305570602417 (-0.05914425849914551) | > avg_loss_gen: 2.4218184471130373 (-0.39310383796691895) | > avg_loss_kl: 2.064198398590088 (+0.020233321189880193) | > avg_loss_feat: 8.001753902435302 (+0.11251001358032209) | > avg_loss_mel: 14.603908157348632 (+0.5422298431396477) | > avg_loss_duration: 1.6514990329742432 (+0.010865426063537686) | > avg_loss_1: 28.743177032470705 (+0.2927333831787138)  > EPOCH: 147/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 03:52:08)   --> TIME: 2025-02-21 03:52:18 -- STEP: 9/924 -- GLOBAL_STEP: 181700 | > loss_disc: 2.241211175918579 (2.213721063401964) | > loss_disc_real_0: 0.10409525781869888 (0.13692778762843874) | > loss_disc_real_1: 0.20024695992469788 (0.19100653297371334) | > loss_disc_real_2: 0.17633265256881714 (0.2032766259378857) | > loss_disc_real_3: 0.2148444950580597 (0.19845901760790083) | > loss_disc_real_4: 0.18586945533752441 (0.20007286303573185) | > loss_disc_real_5: 0.19394387304782867 (0.20441597203413645) | > loss_0: 2.241211175918579 (2.213721063401964) | > grad_norm_0: tensor(37.0449, device='cuda:0') (tensor(54.5626, device='cuda:0')) | > loss_gen: 2.754610538482666 (2.859776947233412) | > loss_kl: 2.0318219661712646 (2.108225703239441) | > loss_feat: 8.52824878692627 (8.863087972005209) | > loss_mel: 15.17297649383545 (15.431477652655708) | > loss_duration: 1.6050031185150146 (1.5833583407931857) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.092660903930664 (30.845926920572918) | > grad_norm_1: tensor(863.5544, device='cuda:0') (tensor(930.7984, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.9181 (0.9157142639160156) | > loader_time: 0.0122 (0.010916656917995878)  --> TIME: 2025-02-21 03:53:05 -- STEP: 59/924 -- GLOBAL_STEP: 181750 | > loss_disc: 2.2382631301879883 (2.2080766831414183) | > loss_disc_real_0: 0.1431121677160263 (0.1276144999695027) | > loss_disc_real_1: 0.19232787191867828 (0.18864204999753983) | > loss_disc_real_2: 0.21860729157924652 (0.20046554202750577) | > loss_disc_real_3: 0.20158536732196808 (0.20281081810846166) | > loss_disc_real_4: 0.1931123286485672 (0.20336840642710863) | > loss_disc_real_5: 0.2076192945241928 (0.20165663149397253) | > loss_0: 2.2382631301879883 (2.2080766831414183) | > grad_norm_0: tensor(53.7454, device='cuda:0') (tensor(49.2339, device='cuda:0')) | > loss_gen: 2.632737636566162 (2.813773526983746) | > loss_kl: 2.0094380378723145 (2.107298685332476) | > loss_feat: 8.147483825683594 (8.599960367558365) | > loss_mel: 14.567479133605957 (15.093075202683272) | > loss_duration: 1.6099785566329956 (1.5982424909785642) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.96711540222168 (30.21235016645011) | > grad_norm_1: tensor(1067.9266, device='cuda:0') (tensor(838.0823, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.9204 (0.914550991381629) | > loader_time: 0.0114 (0.011060787459551278)  --> TIME: 2025-02-21 03:53:52 -- STEP: 109/924 -- GLOBAL_STEP: 181800 | > loss_disc: 2.254934310913086 (2.2275961867166227) | > loss_disc_real_0: 0.12919946014881134 (0.13087889603381864) | > loss_disc_real_1: 0.15950824320316315 (0.18959350938643887) | > loss_disc_real_2: 0.17639049887657166 (0.2002306758263789) | > loss_disc_real_3: 0.18907518684864044 (0.20374758856012187) | > loss_disc_real_4: 0.22669626772403717 (0.2063549385158294) | > loss_disc_real_5: 0.18061839044094086 (0.2022825237534462) | > loss_0: 2.254934310913086 (2.2275961867166227) | > grad_norm_0: tensor(54.5242, device='cuda:0') (tensor(52.1324, device='cuda:0')) | > loss_gen: 2.6566593647003174 (2.7966382962848066) | > loss_kl: 2.2101752758026123 (2.116973120138187) | > loss_feat: 8.329585075378418 (8.538447345068697) | > loss_mel: 14.050002098083496 (15.057438404188243) | > loss_duration: 1.575050711631775 (1.5982608926405601) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.821474075317383 (30.107757953328825) | > grad_norm_1: tensor(374.8543, device='cuda:0') (tensor(846.6319, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.9162 (0.9195145641991852) | > loader_time: 0.0106 (0.011210200983449952)  --> TIME: 2025-02-21 03:54:39 -- STEP: 159/924 -- GLOBAL_STEP: 181850 | > loss_disc: 2.4406535625457764 (2.2282017641847243) | > loss_disc_real_0: 0.2546200454235077 (0.13117910811455005) | > loss_disc_real_1: 0.1745128035545349 (0.18940014471797828) | > loss_disc_real_2: 0.21652613580226898 (0.20061238644258028) | > loss_disc_real_3: 0.21254637837409973 (0.20410959403844744) | > loss_disc_real_4: 0.23194323480129242 (0.20680847698412602) | > loss_disc_real_5: 0.22224004566669464 (0.20318505917705085) | > loss_0: 2.4406535625457764 (2.2282017641847243) | > grad_norm_0: tensor(99.1515, device='cuda:0') (tensor(52.5098, device='cuda:0')) | > loss_gen: 2.7234692573547363 (2.80072133196225) | > loss_kl: 2.0519025325775146 (2.0984871657389537) | > loss_feat: 8.526759147644043 (8.522144935415975) | > loss_mel: 16.070518493652344 (15.065354539163458) | > loss_duration: 1.5918641090393066 (1.5979926443699768) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.964513778686523 (30.08470050643825) | > grad_norm_1: tensor(438.7307, device='cuda:0') (tensor(848.3840, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.8971 (0.9187300969969552) | > loader_time: 0.01 (0.011226714032251131)  --> TIME: 2025-02-21 03:55:25 -- STEP: 209/924 -- GLOBAL_STEP: 181900 | > loss_disc: 2.2935423851013184 (2.229347219877834) | > loss_disc_real_0: 0.09462030231952667 (0.13176102877447482) | > loss_disc_real_1: 0.19006967544555664 (0.1889829060249922) | > loss_disc_real_2: 0.22256365418434143 (0.2011288755961012) | > loss_disc_real_3: 0.18573781847953796 (0.2041419624711908) | > loss_disc_real_4: 0.2180260866880417 (0.20628465997260154) | > loss_disc_real_5: 0.17637264728546143 (0.20324173491252098) | > loss_0: 2.2935423851013184 (2.229347219877834) | > grad_norm_0: tensor(33.7280, device='cuda:0') (tensor(51.9452, device='cuda:0')) | > loss_gen: 2.699695348739624 (2.7941829576446686) | > loss_kl: 2.045609474182129 (2.0844512459193716) | > loss_feat: 8.822569847106934 (8.499745747689422) | > loss_mel: 15.170103073120117 (15.032021481454658) | > loss_duration: 1.6390795707702637 (1.5968450056879142) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.377058029174805 (30.007246400750994) | > grad_norm_1: tensor(982.3700, device='cuda:0') (tensor(829.8231, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.9208 (0.9183806905335787) | > loader_time: 0.0112 (0.01121502515801973)  --> TIME: 2025-02-21 03:56:12 -- STEP: 259/924 -- GLOBAL_STEP: 181950 | > loss_disc: 2.117995262145996 (2.228935581376651) | > loss_disc_real_0: 0.10940051823854446 (0.13162631560188917) | > loss_disc_real_1: 0.1789253205060959 (0.1889811961347072) | > loss_disc_real_2: 0.17565472424030304 (0.2013119700217339) | > loss_disc_real_3: 0.2051408290863037 (0.20432449192614166) | > loss_disc_real_4: 0.16998739540576935 (0.20633586176804133) | > loss_disc_real_5: 0.19533008337020874 (0.2025437447670344) | > loss_0: 2.117995262145996 (2.228935581376651) | > grad_norm_0: tensor(49.1474, device='cuda:0') (tensor(52.6578, device='cuda:0')) | > loss_gen: 2.937180519104004 (2.796828797425083) | > loss_kl: 2.1273229122161865 (2.0848248796573503) | > loss_feat: 9.748831748962402 (8.514282235767848) | > loss_mel: 15.584351539611816 (15.042805881573887) | > loss_duration: 1.6220651865005493 (1.5979180948154343) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.019752502441406 (30.036659918236456) | > grad_norm_1: tensor(605.9201, device='cuda:0') (tensor(828.2092, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.9422 (0.9176253821398761) | > loader_time: 0.0109 (0.011157214411437282)  --> TIME: 2025-02-21 03:56:59 -- STEP: 309/924 -- GLOBAL_STEP: 182000 | > loss_disc: 2.227790355682373 (2.228015837160127) | > loss_disc_real_0: 0.0862240195274353 (0.13086638328375164) | > loss_disc_real_1: 0.168875053524971 (0.18901353028021206) | > loss_disc_real_2: 0.20217695832252502 (0.20122886499733614) | > loss_disc_real_3: 0.19039957225322723 (0.20422894669196365) | > loss_disc_real_4: 0.2229383885860443 (0.2062923736556834) | > loss_disc_real_5: 0.1901078075170517 (0.20304152157314395) | > loss_0: 2.227790355682373 (2.228015837160127) | > grad_norm_0: tensor(33.8147, device='cuda:0') (tensor(51.2796, device='cuda:0')) | > loss_gen: 2.9305686950683594 (2.7918361583573925) | > loss_kl: 1.9971985816955566 (2.0966158488035993) | > loss_feat: 8.8955659866333 (8.503126866609145) | > loss_mel: 15.872065544128418 (15.022036169724943) | > loss_duration: 1.5495151281356812 (1.5980515973853444) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.244915008544922 (30.01166668370318) | > grad_norm_1: tensor(283.0761, device='cuda:0') (tensor(812.2358, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.9273 (0.9177068822977998) | > loader_time: 0.011 (0.011137795679777579) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_182000.pth  --> TIME: 2025-02-21 03:57:48 -- STEP: 359/924 -- GLOBAL_STEP: 182050 | > loss_disc: 2.278707265853882 (2.2299391851451733) | > loss_disc_real_0: 0.12872952222824097 (0.13170560578034768) | > loss_disc_real_1: 0.210550457239151 (0.18929308544958534) | > loss_disc_real_2: 0.20150738954544067 (0.20122977207132045) | > loss_disc_real_3: 0.1625872701406479 (0.20422461168181597) | > loss_disc_real_4: 0.16903868317604065 (0.20632251594890127) | > loss_disc_real_5: 0.1847125142812729 (0.20310131595327338) | > loss_0: 2.278707265853882 (2.2299391851451733) | > grad_norm_0: tensor(36.5685, device='cuda:0') (tensor(51.2154, device='cuda:0')) | > loss_gen: 2.5744385719299316 (2.791906079874065) | > loss_kl: 2.033849000930786 (2.1056407992222193) | > loss_feat: 8.029629707336426 (8.492541395522089) | > loss_mel: 14.953317642211914 (15.007115459707785) | > loss_duration: 1.6482481956481934 (1.5987144701992233) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.239482879638672 (29.995918242048088) | > grad_norm_1: tensor(743.2833, device='cuda:0') (tensor(799.7840, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.8831 (0.9194907192400239) | > loader_time: 0.0112 (0.011153234412743194)  --> TIME: 2025-02-21 03:58:35 -- STEP: 409/924 -- GLOBAL_STEP: 182100 | > loss_disc: 2.3429415225982666 (2.2316148735783217) | > loss_disc_real_0: 0.28593555092811584 (0.13296748448190573) | > loss_disc_real_1: 0.1880299150943756 (0.18926675318942968) | > loss_disc_real_2: 0.23121042549610138 (0.20158159721888663) | > loss_disc_real_3: 0.19258366525173187 (0.2044332351326068) | > loss_disc_real_4: 0.18741394579410553 (0.2062545835898966) | > loss_disc_real_5: 0.2030552476644516 (0.20300342273741312) | > loss_0: 2.3429415225982666 (2.2316148735783217) | > grad_norm_0: tensor(80.4545, device='cuda:0') (tensor(51.4031, device='cuda:0')) | > loss_gen: 2.8369593620300293 (2.791687623212857) | > loss_kl: 2.159425735473633 (2.109256877584389) | > loss_feat: 8.84695053100586 (8.488187634857475) | > loss_mel: 16.456844329833984 (15.000836439995428) | > loss_duration: 1.6062073707580566 (1.5989780904028408) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.906387329101562 (29.98894668616409) | > grad_norm_1: tensor(800.1957, device='cuda:0') (tensor(801.0529, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.9386 (0.919014045253651) | > loader_time: 0.0114 (0.011167532657352815)  --> TIME: 2025-02-21 03:59:22 -- STEP: 459/924 -- GLOBAL_STEP: 182150 | > loss_disc: 2.2068932056427 (2.229566661360996) | > loss_disc_real_0: 0.10231494158506393 (0.13237135877633893) | > loss_disc_real_1: 0.22680288553237915 (0.18903789683884265) | > loss_disc_real_2: 0.2165207862854004 (0.20163329517010256) | > loss_disc_real_3: 0.21931621432304382 (0.20447478045695228) | > loss_disc_real_4: 0.22243067622184753 (0.20609310538810321) | > loss_disc_real_5: 0.23861078917980194 (0.2028475438847262) | > loss_0: 2.2068932056427 (2.229566661360996) | > grad_norm_0: tensor(36.2505, device='cuda:0') (tensor(50.9012, device='cuda:0')) | > loss_gen: 2.941019058227539 (2.7887126511218505) | > loss_kl: 2.109724283218384 (2.112930789232773) | > loss_feat: 9.150555610656738 (8.488348818552526) | > loss_mel: 15.950850486755371 (15.018855362935783) | > loss_duration: 1.6256916522979736 (1.5987151313191663) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.777841567993164 (30.0075627703033) | > grad_norm_1: tensor(1155.3752, device='cuda:0') (tensor(794.8072, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.924 (0.9188515485501757) | > loader_time: 0.0107 (0.01118696541048603)  --> TIME: 2025-02-21 04:00:08 -- STEP: 509/924 -- GLOBAL_STEP: 182200 | > loss_disc: 2.2362797260284424 (2.2292410517019934) | > loss_disc_real_0: 0.1445370614528656 (0.1321333907251857) | > loss_disc_real_1: 0.18356695771217346 (0.1892908052166225) | > loss_disc_real_2: 0.18025174736976624 (0.20147182676787467) | > loss_disc_real_3: 0.19976788759231567 (0.2044006574364683) | > loss_disc_real_4: 0.20901693403720856 (0.2060081860405523) | > loss_disc_real_5: 0.2274135947227478 (0.20261385220090164) | > loss_0: 2.2362797260284424 (2.2292410517019934) | > grad_norm_0: tensor(92.4527, device='cuda:0') (tensor(51.2600, device='cuda:0')) | > loss_gen: 2.775249719619751 (2.789696835347384) | > loss_kl: 1.9221768379211426 (2.110958797289954) | > loss_feat: 7.642305850982666 (8.484207980525056) | > loss_mel: 13.477628707885742 (15.008874913798333) | > loss_duration: 1.5614498853683472 (1.598567746945589) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.378808975219727 (29.992306265240803) | > grad_norm_1: tensor(1052.7054, device='cuda:0') (tensor(797.5352, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.913 (0.9191824172006843) | > loader_time: 0.0108 (0.011201964848636413)  --> TIME: 2025-02-21 04:00:55 -- STEP: 559/924 -- GLOBAL_STEP: 182250 | > loss_disc: 2.1590023040771484 (2.229103855242243) | > loss_disc_real_0: 0.0812259241938591 (0.13156746782375772) | > loss_disc_real_1: 0.1769716888666153 (0.18937616831288137) | > loss_disc_real_2: 0.22681833803653717 (0.2015009305984688) | > loss_disc_real_3: 0.22418266534805298 (0.20491126814127392) | > loss_disc_real_4: 0.19466976821422577 (0.20604958202629908) | > loss_disc_real_5: 0.19133099913597107 (0.20227584506723237) | > loss_0: 2.1590023040771484 (2.229103855242243) | > grad_norm_0: tensor(32.0854, device='cuda:0') (tensor(51.6262, device='cuda:0')) | > loss_gen: 2.9201512336730957 (2.7896862776420197) | > loss_kl: 1.9787776470184326 (2.109589931150241) | > loss_feat: 9.09562873840332 (8.474785370562293) | > loss_mel: 14.791166305541992 (14.988001710826895) | > loss_duration: 1.5856907367706299 (1.5988781049127865) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.371416091918945 (29.96094138293872) | > grad_norm_1: tensor(1013.5521, device='cuda:0') (tensor(806.8088, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.9457 (0.9188686982463639) | > loader_time: 0.0116 (0.011208645559594119)  --> TIME: 2025-02-21 04:01:42 -- STEP: 609/924 -- GLOBAL_STEP: 182300 | > loss_disc: 2.3879640102386475 (2.230014271728316) | > loss_disc_real_0: 0.12244939059019089 (0.13149949987778317) | > loss_disc_real_1: 0.22526004910469055 (0.18938332933118968) | > loss_disc_real_2: 0.23130959272384644 (0.2017135010613205) | > loss_disc_real_3: 0.20628111064434052 (0.20497022189921738) | > loss_disc_real_4: 0.16622783243656158 (0.20613469092912465) | > loss_disc_real_5: 0.24159257113933563 (0.20249668189457493) | > loss_0: 2.3879640102386475 (2.230014271728316) | > grad_norm_0: tensor(50.0532, device='cuda:0') (tensor(51.9800, device='cuda:0')) | > loss_gen: 2.501502752304077 (2.7881441049779365) | > loss_kl: 2.1632742881774902 (2.109807289879895) | > loss_feat: 7.392620086669922 (8.465730220813482) | > loss_mel: 14.232769012451172 (14.979520288789997) | > loss_duration: 1.600731611251831 (1.5986794213747544) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.890897750854492 (29.941881311350855) | > grad_norm_1: tensor(732.4056, device='cuda:0') (tensor(809.8970, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.942 (0.9190509632498955) | > loader_time: 0.0113 (0.011207187117026951)  --> TIME: 2025-02-21 04:02:28 -- STEP: 659/924 -- GLOBAL_STEP: 182350 | > loss_disc: 2.1169683933258057 (2.2300401775898484) | > loss_disc_real_0: 0.13788893818855286 (0.1320812545479337) | > loss_disc_real_1: 0.18335670232772827 (0.1893043167583858) | > loss_disc_real_2: 0.17962022125720978 (0.20158522000623944) | > loss_disc_real_3: 0.19362249970436096 (0.20506953933079797) | > loss_disc_real_4: 0.22321449220180511 (0.2061239423990611) | > loss_disc_real_5: 0.22047382593154907 (0.20253264996730516) | > loss_0: 2.1169683933258057 (2.2300401775898484) | > grad_norm_0: tensor(55.2540, device='cuda:0') (tensor(51.9142, device='cuda:0')) | > loss_gen: 2.932521104812622 (2.7884309194156707) | > loss_kl: 2.092241048812866 (2.1124166414842622) | > loss_feat: 9.316597938537598 (8.464984161539052) | > loss_mel: 15.309176445007324 (14.974975135872686) | > loss_duration: 1.6444764137268066 (1.598361921961643) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.295013427734375 (29.9391687708668) | > grad_norm_1: tensor(872.2637, device='cuda:0') (tensor(818.7888, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.9088 (0.9187194067357343) | > loader_time: 0.0104 (0.011213753400695529)  --> TIME: 2025-02-21 04:03:16 -- STEP: 709/924 -- GLOBAL_STEP: 182400 | > loss_disc: 2.376072645187378 (2.231752019338785) | > loss_disc_real_0: 0.15748482942581177 (0.13156484226119508) | > loss_disc_real_1: 0.20684589445590973 (0.18937918327338932) | > loss_disc_real_2: 0.1947793811559677 (0.20173741763586386) | > loss_disc_real_3: 0.22647929191589355 (0.20510224172023186) | > loss_disc_real_4: 0.22144630551338196 (0.20623754816095646) | > loss_disc_real_5: 0.20354311168193817 (0.20299207363461585) | > loss_0: 2.376072645187378 (2.231752019338785) | > grad_norm_0: tensor(34.3185, device='cuda:0') (tensor(51.6525, device='cuda:0')) | > loss_gen: 2.5816640853881836 (2.7847164003401783) | > loss_kl: 1.9850966930389404 (2.1127255173092667) | > loss_feat: 6.7952351570129395 (8.461253511888877) | > loss_mel: 12.038034439086914 (14.971836041664371) | > loss_duration: 1.5988048315048218 (1.5983887697308616) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.998836517333984 (29.92892024009285) | > grad_norm_1: tensor(703.3954, device='cuda:0') (tensor(809.8269, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.9303 (0.9195430473817252) | > loader_time: 0.0115 (0.011201290889250379)  --> TIME: 2025-02-21 04:04:02 -- STEP: 759/924 -- GLOBAL_STEP: 182450 | > loss_disc: 2.267918348312378 (2.2315830377093757) | > loss_disc_real_0: 0.23326897621154785 (0.1323581883666621) | > loss_disc_real_1: 0.17331336438655853 (0.18938832980370796) | > loss_disc_real_2: 0.16100730001926422 (0.20152052960141373) | > loss_disc_real_3: 0.2041582465171814 (0.2051141703984797) | > loss_disc_real_4: 0.20092132687568665 (0.2061942059335658) | > loss_disc_real_5: 0.24246615171432495 (0.20273856347493044) | > loss_0: 2.267918348312378 (2.2315830377093757) | > grad_norm_0: tensor(80.2284, device='cuda:0') (tensor(51.8008, device='cuda:0')) | > loss_gen: 2.847409725189209 (2.7865126158094844) | > loss_kl: 2.186814785003662 (2.1111758870412562) | > loss_feat: 8.261587142944336 (8.468976929882007) | > loss_mel: 14.717183113098145 (14.98855678523168) | > loss_duration: 1.6382472515106201 (1.5984517624883932) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.651241302490234 (29.953673984693445) | > grad_norm_1: tensor(959.0247, device='cuda:0') (tensor(809.9651, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.9218 (0.919293722773415) | > loader_time: 0.0113 (0.011188806438320398)  --> TIME: 2025-02-21 04:04:48 -- STEP: 809/924 -- GLOBAL_STEP: 182500 | > loss_disc: 2.1552844047546387 (2.231316617157023) | > loss_disc_real_0: 0.10628361999988556 (0.1322426078760504) | > loss_disc_real_1: 0.16279557347297668 (0.1894294671502484) | > loss_disc_real_2: 0.19655799865722656 (0.20132667995869596) | > loss_disc_real_3: 0.17931042611598969 (0.20519172931631063) | > loss_disc_real_4: 0.1664402335882187 (0.2061800030975318) | > loss_disc_real_5: 0.19266466796398163 (0.20276872119296477) | > loss_0: 2.1552844047546387 (2.231316617157023) | > grad_norm_0: tensor(66.9164, device='cuda:0') (tensor(51.5348, device='cuda:0')) | > loss_gen: 2.609546422958374 (2.7844343211948503) | > loss_kl: 2.197960615158081 (2.1089612073155677) | > loss_feat: 8.801342010498047 (8.465094921173376) | > loss_mel: 16.13334846496582 (14.98735417364849) | > loss_duration: 1.6457841396331787 (1.5986333650770521) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.387983322143555 (29.944478003144706) | > grad_norm_1: tensor(322.5881, device='cuda:0') (tensor(804.8716, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.9276 (0.9184835325507504) | > loader_time: 0.0114 (0.011184969408108368)  --> TIME: 2025-02-21 04:05:34 -- STEP: 859/924 -- GLOBAL_STEP: 182550 | > loss_disc: 2.1932380199432373 (2.230693341411729) | > loss_disc_real_0: 0.06938205659389496 (0.13178671771558512) | > loss_disc_real_1: 0.23094072937965393 (0.18947308206100258) | > loss_disc_real_2: 0.23169821500778198 (0.20138431089790376) | > loss_disc_real_3: 0.2462346851825714 (0.20530868522016216) | > loss_disc_real_4: 0.20634999871253967 (0.20611582531640357) | > loss_disc_real_5: 0.19875888526439667 (0.20289533629545103) | > loss_0: 2.1932380199432373 (2.230693341411729) | > grad_norm_0: tensor(45.6324, device='cuda:0') (tensor(51.7191, device='cuda:0')) | > loss_gen: 2.8950839042663574 (2.7874568910343407) | > loss_kl: 2.0218429565429688 (2.1084925527483827) | > loss_feat: 8.716292381286621 (8.474755627451188) | > loss_mel: 14.75646686553955 (14.99596222399) | > loss_duration: 1.653178095817566 (1.598449788909574) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.042863845825195 (29.96511710037036) | > grad_norm_1: tensor(951.3281, device='cuda:0') (tensor(810.9760, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.8883 (0.9177322179530081) | > loader_time: 0.0108 (0.011182445030967351)  --> TIME: 2025-02-21 04:06:20 -- STEP: 909/924 -- GLOBAL_STEP: 182600 | > loss_disc: 2.283930540084839 (2.23246026957127) | > loss_disc_real_0: 0.11439833790063858 (0.13264076148207943) | > loss_disc_real_1: 0.1646786630153656 (0.1894110891193446) | > loss_disc_real_2: 0.2236093282699585 (0.201341353299463) | > loss_disc_real_3: 0.2380676120519638 (0.20524266244161246) | > loss_disc_real_4: 0.20844289660453796 (0.20612081186999578) | > loss_disc_real_5: 0.19628813862800598 (0.20294178146930428) | > loss_0: 2.283930540084839 (2.23246026957127) | > grad_norm_0: tensor(31.4099, device='cuda:0') (tensor(51.4962, device='cuda:0')) | > loss_gen: 2.587712287902832 (2.785854955973274) | > loss_kl: 2.0914599895477295 (2.110728082352608) | > loss_feat: 8.026248931884766 (8.479411770408314) | > loss_mel: 14.711977005004883 (15.009930925400736) | > loss_duration: 1.6085456609725952 (1.5981715458585608) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.025941848754883 (29.984097299271554) | > grad_norm_1: tensor(412.6797, device='cuda:0') (tensor(803.0983, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.9354 (0.9169799885471793) | > loader_time: 0.0111 (0.011184271412714088)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4107131958007812 (2.4107131958007812) | > loss_disc_real_0: 0.16554346680641174 (0.16554346680641174) | > loss_disc_real_1: 0.20267817378044128 (0.20267817378044128) | > loss_disc_real_2: 0.23493815958499908 (0.23493815958499908) | > loss_disc_real_3: 0.23229072988033295 (0.23229072988033295) | > loss_disc_real_4: 0.25227123498916626 (0.25227123498916626) | > loss_disc_real_5: 0.2315448820590973 (0.2315448820590973) | > loss_0: 2.4107131958007812 (2.4107131958007812) | > loss_gen: 2.502072334289551 (2.502072334289551) | > loss_kl: 1.967537760734558 (1.967537760734558) | > loss_feat: 6.806886196136475 (6.806886196136475) | > loss_mel: 12.69719123840332 (12.69719123840332) | > loss_duration: 1.6773864030838013 (1.6773864030838013) | > loss_1: 25.651073455810547 (25.651073455810547)  --> STEP: 1 | > loss_disc: 2.326625347137451 (2.326625347137451) | > loss_disc_real_0: 0.160814106464386 (0.160814106464386) | > loss_disc_real_1: 0.18107271194458008 (0.18107271194458008) | > loss_disc_real_2: 0.21150019764900208 (0.21150019764900208) | > loss_disc_real_3: 0.24124927818775177 (0.24124927818775177) | > loss_disc_real_4: 0.2636605203151703 (0.2636605203151703) | > loss_disc_real_5: 0.23241157829761505 (0.23241157829761505) | > loss_0: 2.326625347137451 (2.326625347137451) | > loss_gen: 2.7016139030456543 (2.7016139030456543) | > loss_kl: 2.1013360023498535 (2.1013360023498535) | > loss_feat: 8.549453735351562 (8.549453735351562) | > loss_mel: 15.904885292053223 (15.904885292053223) | > loss_duration: 1.6850330829620361 (1.6850330829620361) | > loss_1: 30.942323684692383 (30.942323684692383)  --> STEP: 2 | > loss_disc: 2.4504358768463135 (2.3885306119918823) | > loss_disc_real_0: 0.18127192556858063 (0.1710430160164833) | > loss_disc_real_1: 0.2054721713066101 (0.1932724416255951) | > loss_disc_real_2: 0.23523591458797455 (0.2233680561184883) | > loss_disc_real_3: 0.2549079954624176 (0.2480786368250847) | > loss_disc_real_4: 0.2541715204715729 (0.2589160203933716) | > loss_disc_real_5: 0.25184619426727295 (0.242128886282444) | > loss_0: 2.4504358768463135 (2.3885306119918823) | > loss_gen: 2.620919942855835 (2.6612669229507446) | > loss_kl: 2.1416313648223877 (2.1214836835861206) | > loss_feat: 7.492666244506836 (8.0210599899292) | > loss_mel: 14.196619987487793 (15.050752639770508) | > loss_duration: 1.58595609664917 (1.635494589805603) | > loss_1: 28.03779411315918 (29.49005889892578)  --> STEP: 3 | > loss_disc: 2.394390106201172 (2.390483776728312) | > loss_disc_real_0: 0.1655244380235672 (0.1692034900188446) | > loss_disc_real_1: 0.2026933878660202 (0.19641275703907013) | > loss_disc_real_2: 0.22034908831119537 (0.22236173351605734) | > loss_disc_real_3: 0.2431545853614807 (0.2464372863372167) | > loss_disc_real_4: 0.27922219038009644 (0.26568474372227985) | > loss_disc_real_5: 0.24707244336605072 (0.24377673864364624) | > loss_0: 2.394390106201172 (2.390483776728312) | > loss_gen: 2.6347806453704834 (2.652438163757324) | > loss_kl: 1.959450364112854 (2.0674725770950317) | > loss_feat: 7.39992094039917 (7.814013640085856) | > loss_mel: 13.786948204040527 (14.629484494527182) | > loss_duration: 1.6652193069458008 (1.6454028288523357) | > loss_1: 27.446319580078125 (28.808812459309895)  --> STEP: 4 | > loss_disc: 2.36142635345459 (2.3832194209098816) | > loss_disc_real_0: 0.1595851480960846 (0.1667989045381546) | > loss_disc_real_1: 0.19171260297298431 (0.19523771852254868) | > loss_disc_real_2: 0.2491806000471115 (0.22906645014882088) | > loss_disc_real_3: 0.2401691973209381 (0.24487026408314705) | > loss_disc_real_4: 0.265301376581192 (0.2655889019370079) | > loss_disc_real_5: 0.2273366004228592 (0.23966670408844948) | > loss_0: 2.36142635345459 (2.3832194209098816) | > loss_gen: 2.6887412071228027 (2.661513924598694) | > loss_kl: 1.9020795822143555 (2.0261243283748627) | > loss_feat: 7.485910892486572 (7.731987953186035) | > loss_mel: 14.907578468322754 (14.699007987976074) | > loss_duration: 1.7551360130310059 (1.6728361248970032) | > loss_1: 28.73944854736328 (28.791471481323242)  --> STEP: 5 | > loss_disc: 2.191516876220703 (2.344878911972046) | > loss_disc_real_0: 0.09678491204977036 (0.15279610604047775) | > loss_disc_real_1: 0.24794909358024597 (0.20577999353408813) | > loss_disc_real_2: 0.20776775479316711 (0.22480671107769012) | > loss_disc_real_3: 0.14850479364395142 (0.22559716999530793) | > loss_disc_real_4: 0.2622672915458679 (0.26492457985877993) | > loss_disc_real_5: 0.20520366728305817 (0.2327740967273712) | > loss_0: 2.191516876220703 (2.344878911972046) | > loss_gen: 2.779794931411743 (2.685170125961304) | > loss_kl: 1.492040753364563 (1.9193076133728026) | > loss_feat: 9.19070053100586 (8.02373046875) | > loss_mel: 17.0089168548584 (15.160989761352539) | > loss_duration: 1.5352522134780884 (1.6453193426132202) | > loss_1: 32.00670623779297 (29.43451843261719) --> EVAL PERFORMANCE | > avg_loader_time: 0.15612349510192872 (+0.004248523712158198) | > avg_loss_disc: 2.344878911972046 (+0.058573341369628995) | > avg_loss_disc_real_0: 0.15279610604047775 (+0.03483473360538482) | > avg_loss_disc_real_1: 0.20577999353408813 (+0.024581968784332275) | > avg_loss_disc_real_2: 0.22480671107769012 (-0.021523958444595342) | > avg_loss_disc_real_3: 0.22559716999530793 (+0.04724199473857882) | > avg_loss_disc_real_4: 0.26492457985877993 (+0.04120765924453737) | > avg_loss_disc_real_5: 0.2327740967273712 (+0.06787083446979522) | > avg_loss_0: 2.344878911972046 (+0.058573341369628995) | > avg_loss_gen: 2.685170125961304 (+0.2633516788482666) | > avg_loss_kl: 1.9193076133728026 (-0.14489078521728516) | > avg_loss_feat: 8.02373046875 (+0.02197656631469691) | > avg_loss_mel: 15.160989761352539 (+0.5570816040039066) | > avg_loss_duration: 1.6453193426132202 (-0.006179690361022949) | > avg_loss_1: 29.43451843261719 (+0.6913414001464844)  > EPOCH: 148/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 04:06:43)   --> TIME: 2025-02-21 04:07:18 -- STEP: 35/924 -- GLOBAL_STEP: 182650 | > loss_disc: 2.1872012615203857 (2.239370768410819) | > loss_disc_real_0: 0.11454661935567856 (0.1329504900744983) | > loss_disc_real_1: 0.18242351710796356 (0.18915373640401023) | > loss_disc_real_2: 0.183612659573555 (0.19951660547937666) | > loss_disc_real_3: 0.1885969340801239 (0.20837294714791435) | > loss_disc_real_4: 0.18245983123779297 (0.20245562195777894) | > loss_disc_real_5: 0.2148972451686859 (0.20726943612098694) | > loss_0: 2.1872012615203857 (2.239370768410819) | > grad_norm_0: tensor(25.0048, device='cuda:0') (tensor(45.2204, device='cuda:0')) | > loss_gen: 2.9106245040893555 (2.7588148185185024) | > loss_kl: 2.183412790298462 (2.101831497464861) | > loss_feat: 8.740768432617188 (8.412951033455984) | > loss_mel: 15.475547790527344 (15.117503547668457) | > loss_duration: 1.6361582279205322 (1.5991830008370536) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.946510314941406 (29.990283857073102) | > grad_norm_1: tensor(734.6777, device='cuda:0') (tensor(784.1483, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.9403 (0.933733606338501) | > loader_time: 0.0143 (0.011406898498535156)  --> TIME: 2025-02-21 04:08:05 -- STEP: 85/924 -- GLOBAL_STEP: 182700 | > loss_disc: 2.3326423168182373 (2.2353853225708007) | > loss_disc_real_0: 0.1539073884487152 (0.13362283474382228) | > loss_disc_real_1: 0.184639573097229 (0.18895935048075288) | > loss_disc_real_2: 0.18553780019283295 (0.20134699958212235) | > loss_disc_real_3: 0.25015631318092346 (0.2051527812200434) | > loss_disc_real_4: 0.23713283240795135 (0.20495768259553349) | > loss_disc_real_5: 0.1787051260471344 (0.2051960149232079) | > loss_0: 2.3326423168182373 (2.2353853225708007) | > grad_norm_0: tensor(55.8446, device='cuda:0') (tensor(48.6213, device='cuda:0')) | > loss_gen: 2.573955535888672 (2.7750177439521337) | > loss_kl: 2.152991771697998 (2.1270653892965874) | > loss_feat: 7.012165069580078 (8.447666734807637) | > loss_mel: 12.675713539123535 (15.029621157926671) | > loss_duration: 1.6124013662338257 (1.597396518202389) | > amp_scaler: 256.0 (162.63529411764705) | > loss_1: 26.0272274017334 (29.976767326803767) | > grad_norm_1: tensor(949.7801, device='cuda:0') (tensor(772.0701, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.9116 (0.925474385654225) | > loader_time: 0.0146 (0.011562162287095012)  --> TIME: 2025-02-21 04:08:51 -- STEP: 135/924 -- GLOBAL_STEP: 182750 | > loss_disc: 2.3102283477783203 (2.236619384200485) | > loss_disc_real_0: 0.15418054163455963 (0.13197992805529524) | > loss_disc_real_1: 0.1923334151506424 (0.18959624502393937) | > loss_disc_real_2: 0.21517936885356903 (0.20174319401935295) | > loss_disc_real_3: 0.22845964133739471 (0.20530849066045548) | > loss_disc_real_4: 0.23133176565170288 (0.2049902178623058) | > loss_disc_real_5: 0.23523226380348206 (0.20615412217599374) | > loss_0: 2.3102283477783203 (2.236619384200485) | > grad_norm_0: tensor(46.3080, device='cuda:0') (tensor(50.8552, device='cuda:0')) | > loss_gen: 2.855957269668579 (2.7699370949356643) | > loss_kl: 2.102700710296631 (2.140459496003611) | > loss_feat: 9.00429630279541 (8.427910596353035) | > loss_mel: 16.207622528076172 (14.92233278486464) | > loss_duration: 1.5984424352645874 (1.5978218652583935) | > amp_scaler: 128.0 (151.70370370370367) | > loss_1: 31.769018173217773 (29.85846173321759) | > grad_norm_1: tensor(711.1485, device='cuda:0') (tensor(790.1559, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.9399 (0.9195267924556024) | > loader_time: 0.0115 (0.011358813886289242)  --> TIME: 2025-02-21 04:09:38 -- STEP: 185/924 -- GLOBAL_STEP: 182800 | > loss_disc: 2.2981154918670654 (2.2378062789504587) | > loss_disc_real_0: 0.1020357757806778 (0.13224382698535905) | > loss_disc_real_1: 0.1769132912158966 (0.18963744471202026) | > loss_disc_real_2: 0.18497253954410553 (0.20213615507692909) | > loss_disc_real_3: 0.2155458778142929 (0.20556337640092176) | > loss_disc_real_4: 0.21838493645191193 (0.2051325936575194) | > loss_disc_real_5: 0.1828896403312683 (0.20560740337178512) | > loss_0: 2.2981154918670654 (2.2378062789504587) | > grad_norm_0: tensor(51.6202, device='cuda:0') (tensor(52.1916, device='cuda:0')) | > loss_gen: 2.6061692237854004 (2.7682879138637233) | > loss_kl: 2.2285733222961426 (2.132395202404745) | > loss_feat: 7.916920185089111 (8.409554252109013) | > loss_mel: 14.123525619506836 (14.949418634981722) | > loss_duration: 1.6179466247558594 (1.5958144284583426) | > amp_scaler: 128.0 (145.2972972972973) | > loss_1: 28.493135452270508 (29.855470317118876) | > grad_norm_1: tensor(697.3068, device='cuda:0') (tensor(802.9516, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.9311 (0.9194124492439062) | > loader_time: 0.0115 (0.0113659820041141)  --> TIME: 2025-02-21 04:10:24 -- STEP: 235/924 -- GLOBAL_STEP: 182850 | > loss_disc: 2.311941623687744 (2.2291672173966752) | > loss_disc_real_0: 0.12427572160959244 (0.12993396389040532) | > loss_disc_real_1: 0.18344098329544067 (0.18912745714187623) | > loss_disc_real_2: 0.19237634539604187 (0.20187271072509444) | > loss_disc_real_3: 0.2054179310798645 (0.2052418511598668) | > loss_disc_real_4: 0.1938839554786682 (0.20482343397241962) | > loss_disc_real_5: 0.209722638130188 (0.20431524686356808) | > loss_0: 2.311941623687744 (2.2291672173966752) | > grad_norm_0: tensor(25.8515, device='cuda:0') (tensor(51.8948, device='cuda:0')) | > loss_gen: 2.685389280319214 (2.7772924007253446) | > loss_kl: 2.188471555709839 (2.1315578344020443) | > loss_feat: 8.08443546295166 (8.439849825108297) | > loss_mel: 14.112139701843262 (14.981212522628459) | > loss_duration: 1.6023775339126587 (1.5976355004817882) | > amp_scaler: 128.0 (141.61702127659572) | > loss_1: 28.672813415527344 (29.927547966165747) | > grad_norm_1: tensor(658.5204, device='cuda:0') (tensor(812.7284, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.9112 (0.9188271532667442) | > loader_time: 0.0116 (0.011345602603668863)  --> TIME: 2025-02-21 04:11:11 -- STEP: 285/924 -- GLOBAL_STEP: 182900 | > loss_disc: 2.326364040374756 (2.2293639965224683) | > loss_disc_real_0: 0.11437035351991653 (0.13001014846458758) | > loss_disc_real_1: 0.18534636497497559 (0.18934184704956256) | > loss_disc_real_2: 0.19318890571594238 (0.20208917411795835) | > loss_disc_real_3: 0.21184000372886658 (0.2053382011359198) | > loss_disc_real_4: 0.2233923077583313 (0.20549225069974603) | > loss_disc_real_5: 0.20861919224262238 (0.2036394901442946) | > loss_0: 2.326364040374756 (2.2293639965224683) | > grad_norm_0: tensor(29.5771, device='cuda:0') (tensor(51.7871, device='cuda:0')) | > loss_gen: 2.566026449203491 (2.7780078126673122) | > loss_kl: 2.1895153522491455 (2.1315054144775654) | > loss_feat: 7.05869722366333 (8.422802476715612) | > loss_mel: 14.536580085754395 (14.93185466967131) | > loss_duration: 1.5920605659484863 (1.5981392529972809) | > amp_scaler: 128.0 (139.22807017543863) | > loss_1: 27.942880630493164 (29.862309539527224) | > grad_norm_1: tensor(857.5561, device='cuda:0') (tensor(815.8733, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.9691 (0.9189769393519351) | > loader_time: 0.0123 (0.011335801241690651)  --> TIME: 2025-02-21 04:11:58 -- STEP: 335/924 -- GLOBAL_STEP: 182950 | > loss_disc: 2.2771553993225098 (2.228370874675354) | > loss_disc_real_0: 0.13504676520824432 (0.12975397848371234) | > loss_disc_real_1: 0.19893977046012878 (0.18989799663202092) | > loss_disc_real_2: 0.1934400051832199 (0.2019899951433068) | > loss_disc_real_3: 0.1948804408311844 (0.20536636759096125) | > loss_disc_real_4: 0.2178778350353241 (0.20555822101991572) | > loss_disc_real_5: 0.20572911202907562 (0.20270205433688937) | > loss_0: 2.2771553993225098 (2.228370874675354) | > grad_norm_0: tensor(63.2847, device='cuda:0') (tensor(52.4271, device='cuda:0')) | > loss_gen: 2.692251205444336 (2.783399961243818) | > loss_kl: 2.0489871501922607 (2.127568256321238) | > loss_feat: 8.193910598754883 (8.440968795320867) | > loss_mel: 14.434611320495605 (14.943613624572754) | > loss_duration: 1.57523512840271 (1.5980774032535838) | > amp_scaler: 128.0 (137.5522388059701) | > loss_1: 28.944995880126953 (29.893627963848967) | > grad_norm_1: tensor(1102.5717, device='cuda:0') (tensor(827.6042, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.9454 (0.9196350958809923) | > loader_time: 0.0138 (0.011346492482655077)  --> TIME: 2025-02-21 04:12:45 -- STEP: 385/924 -- GLOBAL_STEP: 183000 | > loss_disc: 2.26538348197937 (2.2247705704205996) | > loss_disc_real_0: 0.14552314579486847 (0.129294590419763) | > loss_disc_real_1: 0.20595954358577728 (0.18996691030341317) | > loss_disc_real_2: 0.1863088458776474 (0.2016795604259937) | > loss_disc_real_3: 0.18870463967323303 (0.2052263097716617) | > loss_disc_real_4: 0.22032546997070312 (0.2053325396079522) | > loss_disc_real_5: 0.25710833072662354 (0.20213962673366836) | > loss_0: 2.26538348197937 (2.2247705704205996) | > grad_norm_0: tensor(47.3519, device='cuda:0') (tensor(52.5443, device='cuda:0')) | > loss_gen: 2.80293345451355 (2.7877563247432993) | > loss_kl: 2.0639355182647705 (2.1244261862395635) | > loss_feat: 8.102089881896973 (8.450265227974217) | > loss_mel: 14.085453033447266 (14.919353821989779) | > loss_duration: 1.571497917175293 (1.597987049585813) | > amp_scaler: 128.0 (136.31168831168827) | > loss_1: 28.62590789794922 (29.879788515165256) | > grad_norm_1: tensor(793.4924, device='cuda:0') (tensor(837.2924, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.9123 (0.9204351815310392) | > loader_time: 0.0125 (0.01135434237393466) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_183000.pth  --> TIME: 2025-02-21 04:13:34 -- STEP: 435/924 -- GLOBAL_STEP: 183050 | > loss_disc: 2.1263959407806396 (2.227017838653476) | > loss_disc_real_0: 0.1832347959280014 (0.1297898844141384) | > loss_disc_real_1: 0.20615553855895996 (0.19030799430677267) | > loss_disc_real_2: 0.19125108420848846 (0.2019396054333654) | > loss_disc_real_3: 0.22191601991653442 (0.20502744594524652) | > loss_disc_real_4: 0.18177548050880432 (0.2054552120038833) | > loss_disc_real_5: 0.1851479560136795 (0.20285376858437193) | > loss_0: 2.1263959407806396 (2.227017838653476) | > grad_norm_0: tensor(58.7305, device='cuda:0') (tensor(53.0073, device='cuda:0')) | > loss_gen: 3.0076401233673096 (2.79039134705204) | > loss_kl: 2.1468589305877686 (2.1242120712652977) | > loss_feat: 9.578826904296875 (8.454930179420547) | > loss_mel: 14.955792427062988 (14.933189775751925) | > loss_duration: 1.5269993543624878 (1.5979535360445922) | > amp_scaler: 128.0 (135.35632183908046) | > loss_1: 31.21611785888672 (29.90067683691266) | > grad_norm_1: tensor(1067.8839, device='cuda:0') (tensor(849.1259, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.9663 (0.9203105449676514) | > loader_time: 0.0129 (0.01138867838629361)  --> TIME: 2025-02-21 04:14:21 -- STEP: 485/924 -- GLOBAL_STEP: 183100 | > loss_disc: 2.4022679328918457 (2.2256464385494734) | > loss_disc_real_0: 0.11748167127370834 (0.12899684873745612) | > loss_disc_real_1: 0.20544391870498657 (0.1903480521489665) | > loss_disc_real_2: 0.21523194015026093 (0.20154621358384792) | > loss_disc_real_3: 0.22811990976333618 (0.20490486661797952) | > loss_disc_real_4: 0.2101202756166458 (0.2052902023509606) | > loss_disc_real_5: 0.17784443497657776 (0.20271279151292185) | > loss_0: 2.4022679328918457 (2.2256464385494734) | > grad_norm_0: tensor(57.0878, device='cuda:0') (tensor(52.6154, device='cuda:0')) | > loss_gen: 2.5422651767730713 (2.789448199812902) | > loss_kl: 1.9449700117111206 (2.1186011464325434) | > loss_feat: 7.758450984954834 (8.456588553399145) | > loss_mel: 14.199565887451172 (14.93529912417697) | > loss_duration: 1.63155996799469 (1.597715784839748) | > amp_scaler: 128.0 (134.59793814432985) | > loss_1: 28.076810836791992 (29.89765273811891) | > grad_norm_1: tensor(274.5431, device='cuda:0') (tensor(852.8505, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.9363 (0.920163052844018) | > loader_time: 0.012 (0.011368541127627658)  --> TIME: 2025-02-21 04:15:08 -- STEP: 535/924 -- GLOBAL_STEP: 183150 | > loss_disc: 2.2302908897399902 (2.2249699086786423) | > loss_disc_real_0: 0.12789508700370789 (0.12909151147180625) | > loss_disc_real_1: 0.17767763137817383 (0.1900102099525595) | > loss_disc_real_2: 0.19741316139698029 (0.20127753718434094) | > loss_disc_real_3: 0.18629023432731628 (0.2047703213223788) | > loss_disc_real_4: 0.16419066488742828 (0.20528073784346895) | > loss_disc_real_5: 0.1750342845916748 (0.20268898854188822) | > loss_0: 2.2302908897399902 (2.2249699086786423) | > grad_norm_0: tensor(66.1109, device='cuda:0') (tensor(52.9356, device='cuda:0')) | > loss_gen: 2.7865798473358154 (2.792048527815634) | > loss_kl: 2.0567076206207275 (2.1184944121637086) | > loss_feat: 8.773119926452637 (8.469890133688375) | > loss_mel: 15.266140937805176 (14.95838014834395) | > loss_duration: 1.5996038913726807 (1.5980850888189866) | > amp_scaler: 128.0 (133.98130841121494) | > loss_1: 30.48215103149414 (29.93689826181002) | > grad_norm_1: tensor(843.3815, device='cuda:0') (tensor(855.0815, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.9085 (0.9197372886622064) | > loader_time: 0.0108 (0.011377593958489248)  --> TIME: 2025-02-21 04:15:55 -- STEP: 585/924 -- GLOBAL_STEP: 183200 | > loss_disc: 2.094299554824829 (2.2246356697164025) | > loss_disc_real_0: 0.08019231259822845 (0.12867821602103033) | > loss_disc_real_1: 0.16662189364433289 (0.19018685692905363) | > loss_disc_real_2: 0.1705552041530609 (0.20090636004749526) | > loss_disc_real_3: 0.22128663957118988 (0.2048255714341108) | > loss_disc_real_4: 0.22066298127174377 (0.20547107957367206) | > loss_disc_real_5: 0.20121905207633972 (0.2031495519428171) | > loss_0: 2.094299554824829 (2.2246356697164025) | > grad_norm_0: tensor(30.9117, device='cuda:0') (tensor(53.2972, device='cuda:0')) | > loss_gen: 3.0089669227600098 (2.792414562111231) | > loss_kl: 2.370062828063965 (2.1209610150410585) | > loss_feat: 9.219596862792969 (8.468622624975996) | > loss_mel: 16.31025505065918 (14.953817349621373) | > loss_duration: 1.6362578868865967 (1.5980089464758191) | > amp_scaler: 128.0 (133.4700854700855) | > loss_1: 32.54513931274414 (29.93382446093437) | > grad_norm_1: tensor(1370.8257, device='cuda:0') (tensor(857.9918, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.9266 (0.9199607017712715) | > loader_time: 0.0121 (0.011407791039882561)  --> TIME: 2025-02-21 04:16:42 -- STEP: 635/924 -- GLOBAL_STEP: 183250 | > loss_disc: 2.307276487350464 (2.2265433780790307) | > loss_disc_real_0: 0.19474118947982788 (0.1303093254859521) | > loss_disc_real_1: 0.20427946746349335 (0.19002037649079567) | > loss_disc_real_2: 0.19838020205497742 (0.2010231580790572) | > loss_disc_real_3: 0.22431053221225739 (0.2048250297861776) | > loss_disc_real_4: 0.21326260268688202 (0.20520193985128027) | > loss_disc_real_5: 0.31426459550857544 (0.20336322695251524) | > loss_0: 2.307276487350464 (2.2265433780790307) | > grad_norm_0: tensor(82.1127, device='cuda:0') (tensor(53.9157, device='cuda:0')) | > loss_gen: 2.845811605453491 (2.794383338868153) | > loss_kl: 2.118969440460205 (2.1208120824783814) | > loss_feat: 8.448528289794922 (8.472906645076478) | > loss_mel: 14.843505859375 (14.962200489194375) | > loss_duration: 1.579240322113037 (1.597487466166338) | > amp_scaler: 128.0 (133.03937007874015) | > loss_1: 29.836055755615234 (29.947789983674298) | > grad_norm_1: tensor(798.2736, device='cuda:0') (tensor(851.3186, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.931 (0.9201727547983485) | > loader_time: 0.0113 (0.011426228050171853)  --> TIME: 2025-02-21 04:17:28 -- STEP: 685/924 -- GLOBAL_STEP: 183300 | > loss_disc: 2.251504421234131 (2.225396815529704) | > loss_disc_real_0: 0.1966039389371872 (0.12962929428058798) | > loss_disc_real_1: 0.21538230776786804 (0.18989069261690125) | > loss_disc_real_2: 0.25241193175315857 (0.20128025325545426) | > loss_disc_real_3: 0.1754404753446579 (0.20469103599116759) | > loss_disc_real_4: 0.18965701758861542 (0.20528420577519133) | > loss_disc_real_5: 0.1952972561120987 (0.20307626554565708) | > loss_0: 2.251504421234131 (2.225396815529704) | > grad_norm_0: tensor(100.9875, device='cuda:0') (tensor(53.8370, device='cuda:0')) | > loss_gen: 2.9026639461517334 (2.79623046095354) | > loss_kl: 2.0222954750061035 (2.1203356015421178) | > loss_feat: 9.162168502807617 (8.488334993376343) | > loss_mel: 15.665040969848633 (14.968440208991948) | > loss_duration: 1.5975052118301392 (1.5971417801223529) | > amp_scaler: 128.0 (132.67153284671537) | > loss_1: 31.349674224853516 (29.970483016967773) | > grad_norm_1: tensor(726.2360, device='cuda:0') (tensor(853.9309, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.9246 (0.9200401622883595) | > loader_time: 0.0117 (0.011452486567253613)  --> TIME: 2025-02-21 04:18:16 -- STEP: 735/924 -- GLOBAL_STEP: 183350 | > loss_disc: 2.386631965637207 (2.224317717714373) | > loss_disc_real_0: 0.18340475857257843 (0.12925564397354497) | > loss_disc_real_1: 0.15676283836364746 (0.18971419589860097) | > loss_disc_real_2: 0.20175576210021973 (0.20126962436705215) | > loss_disc_real_3: 0.21330513060092926 (0.20479800806564546) | > loss_disc_real_4: 0.2347370684146881 (0.20525456500702163) | > loss_disc_real_5: 0.23168841004371643 (0.20291386822453972) | > loss_0: 2.386631965637207 (2.224317717714373) | > grad_norm_0: tensor(81.0853, device='cuda:0') (tensor(54.0841, device='cuda:0')) | > loss_gen: 2.506197214126587 (2.7967475728923783) | > loss_kl: 2.2058262825012207 (2.122069696828621) | > loss_feat: 6.937595844268799 (8.493890609222198) | > loss_mel: 14.15090274810791 (14.980379460133664) | > loss_duration: 1.5608713626861572 (1.5970712236806646) | > amp_scaler: 128.0 (132.35374149659867) | > loss_1: 27.361392974853516 (29.990158545565443) | > grad_norm_1: tensor(986.0548, device='cuda:0') (tensor(855.4647, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.9414 (0.9205806209927514) | > loader_time: 0.0116 (0.011450968632081738)  --> TIME: 2025-02-21 04:19:02 -- STEP: 785/924 -- GLOBAL_STEP: 183400 | > loss_disc: 2.119086980819702 (2.224970090768897) | > loss_disc_real_0: 0.12446456402540207 (0.12975690795737446) | > loss_disc_real_1: 0.14963823556900024 (0.1896609506409639) | > loss_disc_real_2: 0.17051440477371216 (0.2010460066187913) | > loss_disc_real_3: 0.1588858962059021 (0.20484006066990512) | > loss_disc_real_4: 0.2300119549036026 (0.2052545738068356) | > loss_disc_real_5: 0.18540744483470917 (0.2029715056821799) | > loss_0: 2.119086980819702 (2.224970090768897) | > grad_norm_0: tensor(47.1217, device='cuda:0') (tensor(53.9933, device='cuda:0')) | > loss_gen: 2.7653844356536865 (2.7946153528371447) | > loss_kl: 1.9821622371673584 (2.1214696624476446) | > loss_feat: 9.261078834533691 (8.490084379645667) | > loss_mel: 15.60073184967041 (14.987741798352284) | > loss_duration: 1.5587825775146484 (1.5975454682757138) | > amp_scaler: 128.0 (132.07643312101925) | > loss_1: 31.168140411376953 (29.99145663559057) | > grad_norm_1: tensor(587.9840, device='cuda:0') (tensor(857.2108, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.8564 (0.9203200838368409) | > loader_time: 0.0109 (0.011459882092324031)  --> TIME: 2025-02-21 04:19:48 -- STEP: 835/924 -- GLOBAL_STEP: 183450 | > loss_disc: 2.333292245864868 (2.224977190051961) | > loss_disc_real_0: 0.13158069550991058 (0.13001310669197988) | > loss_disc_real_1: 0.23416878283023834 (0.18955245241076646) | > loss_disc_real_2: 0.23152999579906464 (0.2009274674211433) | > loss_disc_real_3: 0.2123633176088333 (0.20468295773346273) | > loss_disc_real_4: 0.17375057935714722 (0.20522402226924896) | > loss_disc_real_5: 0.19207897782325745 (0.2029848813118335) | > loss_0: 2.333292245864868 (2.224977190051961) | > grad_norm_0: tensor(45.9374, device='cuda:0') (tensor(53.9416, device='cuda:0')) | > loss_gen: 2.6703171730041504 (2.7944391202070054) | > loss_kl: 2.140787363052368 (2.120358188280804) | > loss_feat: 7.628922462463379 (8.490688089267932) | > loss_mel: 14.14348030090332 (14.9919572087819) | > loss_duration: 1.6016989946365356 (1.5971316951477597) | > amp_scaler: 128.0 (131.83233532934145) | > loss_1: 28.185205459594727 (29.994574260140606) | > grad_norm_1: tensor(807.6974, device='cuda:0') (tensor(856.8738, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.9025 (0.9192532739239538) | > loader_time: 0.0112 (0.011441528583001234)  --> TIME: 2025-02-21 04:20:35 -- STEP: 885/924 -- GLOBAL_STEP: 183500 | > loss_disc: 2.05739164352417 (2.223909161723936) | > loss_disc_real_0: 0.07683991640806198 (0.12991186971381552) | > loss_disc_real_1: 0.2030499130487442 (0.18923375704194192) | > loss_disc_real_2: 0.20177485048770905 (0.20079931064514114) | > loss_disc_real_3: 0.18235568702220917 (0.20464229422100527) | > loss_disc_real_4: 0.18329209089279175 (0.20522281599920347) | > loss_disc_real_5: 0.1977262943983078 (0.2030921712433551) | > loss_0: 2.05739164352417 (2.223909161723936) | > grad_norm_0: tensor(63.5526, device='cuda:0') (tensor(54.0916, device='cuda:0')) | > loss_gen: 3.2398998737335205 (2.7961929800820227) | > loss_kl: 2.092451810836792 (2.1223675131124295) | > loss_feat: 10.158592224121094 (8.504265151050806) | > loss_mel: 16.85492706298828 (15.008986790974935) | > loss_duration: 1.5811588764190674 (1.5970582288537318) | > amp_scaler: 128.0 (131.6158192090396) | > loss_1: 33.92702865600586 (30.028870633227676) | > grad_norm_1: tensor(1408.9706, device='cuda:0') (tensor(862.5300, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.9364 (0.9188109753495556) | > loader_time: 0.0116 (0.011456454271650584)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4774253368377686 (2.4774253368377686) | > loss_disc_real_0: 0.13665927946567535 (0.13665927946567535) | > loss_disc_real_1: 0.23913584649562836 (0.23913584649562836) | > loss_disc_real_2: 0.24239841103553772 (0.24239841103553772) | > loss_disc_real_3: 0.20582367479801178 (0.20582367479801178) | > loss_disc_real_4: 0.2345447838306427 (0.2345447838306427) | > loss_disc_real_5: 0.22508248686790466 (0.22508248686790466) | > loss_0: 2.4774253368377686 (2.4774253368377686) | > loss_gen: 2.3109192848205566 (2.3109192848205566) | > loss_kl: 2.03708815574646 (2.03708815574646) | > loss_feat: 6.767557144165039 (6.767557144165039) | > loss_mel: 13.204524040222168 (13.204524040222168) | > loss_duration: 1.6705341339111328 (1.6705341339111328) | > loss_1: 25.990623474121094 (25.990623474121094)  --> STEP: 1 | > loss_disc: 2.3790626525878906 (2.3790626525878906) | > loss_disc_real_0: 0.14088322222232819 (0.14088322222232819) | > loss_disc_real_1: 0.22875145077705383 (0.22875145077705383) | > loss_disc_real_2: 0.25009381771087646 (0.25009381771087646) | > loss_disc_real_3: 0.17536644637584686 (0.17536644637584686) | > loss_disc_real_4: 0.22696472704410553 (0.22696472704410553) | > loss_disc_real_5: 0.21690495312213898 (0.21690495312213898) | > loss_0: 2.3790626525878906 (2.3790626525878906) | > loss_gen: 2.369408130645752 (2.369408130645752) | > loss_kl: 1.9621862173080444 (1.9621862173080444) | > loss_feat: 6.800622940063477 (6.800622940063477) | > loss_mel: 13.283788681030273 (13.283788681030273) | > loss_duration: 1.6728867292404175 (1.6728867292404175) | > loss_1: 26.088890075683594 (26.088890075683594)  --> STEP: 2 | > loss_disc: 2.425879716873169 (2.40247118473053) | > loss_disc_real_0: 0.12554867565631866 (0.13321594893932343) | > loss_disc_real_1: 0.22654472291469574 (0.2276480868458748) | > loss_disc_real_2: 0.2448800802230835 (0.24748694896697998) | > loss_disc_real_3: 0.19210001826286316 (0.183733232319355) | > loss_disc_real_4: 0.22472794353961945 (0.2258463352918625) | > loss_disc_real_5: 0.22757282853126526 (0.22223889082670212) | > loss_0: 2.425879716873169 (2.40247118473053) | > loss_gen: 2.3107411861419678 (2.34007465839386) | > loss_kl: 2.1270079612731934 (2.044597089290619) | > loss_feat: 7.000726222991943 (6.90067458152771) | > loss_mel: 12.907852172851562 (13.095820426940918) | > loss_duration: 1.5566105842590332 (1.6147486567497253) | > loss_1: 25.902938842773438 (25.995914459228516)  --> STEP: 3 | > loss_disc: 2.381403923034668 (2.3954487641652427) | > loss_disc_real_0: 0.1111995279788971 (0.12587714195251465) | > loss_disc_real_1: 0.2184332311153412 (0.22457646826903024) | > loss_disc_real_2: 0.24955987930297852 (0.24817792574564615) | > loss_disc_real_3: 0.1885296106338501 (0.18533202509085336) | > loss_disc_real_4: 0.26225724816322327 (0.23798330624898276) | > loss_disc_real_5: 0.22192725539207458 (0.22213501234849295) | > loss_0: 2.381403923034668 (2.3954487641652427) | > loss_gen: 2.3846030235290527 (2.3549174467722573) | > loss_kl: 2.054272413253784 (2.047822197278341) | > loss_feat: 6.725479602813721 (6.842276255289714) | > loss_mel: 12.609108924865723 (12.93358325958252) | > loss_duration: 1.6631733179092407 (1.6308902104695637) | > loss_1: 25.43663787841797 (25.809488932291668)  --> STEP: 4 | > loss_disc: 2.479592800140381 (2.416484773159027) | > loss_disc_real_0: 0.13830377161502838 (0.12898379936814308) | > loss_disc_real_1: 0.23479999601840973 (0.22713235020637512) | > loss_disc_real_2: 0.2719371020793915 (0.2541177198290825) | > loss_disc_real_3: 0.1998908370733261 (0.18897172808647156) | > loss_disc_real_4: 0.24694187939167023 (0.24022294953465462) | > loss_disc_real_5: 0.21129244565963745 (0.21942437067627907) | > loss_0: 2.479592800140381 (2.416484773159027) | > loss_gen: 2.3336129188537598 (2.349591314792633) | > loss_kl: 1.9162639379501343 (2.014932632446289) | > loss_feat: 6.927989482879639 (6.863704562187195) | > loss_mel: 13.347793579101562 (13.03713583946228) | > loss_duration: 1.768662691116333 (1.665333330631256) | > loss_1: 26.294322967529297 (25.930697441101074)  --> STEP: 5 | > loss_disc: 2.4229347705841064 (2.417774772644043) | > loss_disc_real_0: 0.11039458215236664 (0.1252659559249878) | > loss_disc_real_1: 0.26232972741127014 (0.23417182564735411) | > loss_disc_real_2: 0.26040035486221313 (0.25537424683570864) | > loss_disc_real_3: 0.19113776087760925 (0.1894049346446991) | > loss_disc_real_4: 0.24772930145263672 (0.24172421991825105) | > loss_disc_real_5: 0.23609696328639984 (0.22275888919830322) | > loss_0: 2.4229347705841064 (2.417774772644043) | > loss_gen: 2.394662380218506 (2.3586055278778075) | > loss_kl: 2.1174278259277344 (2.035431671142578) | > loss_feat: 7.914783000946045 (7.073920249938965) | > loss_mel: 12.695412635803223 (12.968791198730468) | > loss_duration: 1.544671893119812 (1.6412010431289672) | > loss_1: 26.66695785522461 (26.07794952392578) --> EVAL PERFORMANCE | > avg_loader_time: 0.15031228065490723 (-0.005811214447021484) | > avg_loss_disc: 2.417774772644043 (+0.07289586067199716) | > avg_loss_disc_real_0: 0.1252659559249878 (-0.027530150115489954) | > avg_loss_disc_real_1: 0.23417182564735411 (+0.028391832113265986) | > avg_loss_disc_real_2: 0.25537424683570864 (+0.030567535758018516) | > avg_loss_disc_real_3: 0.1894049346446991 (-0.03619223535060884) | > avg_loss_disc_real_4: 0.24172421991825105 (-0.02320035994052888) | > avg_loss_disc_real_5: 0.22275888919830322 (-0.010015207529067982) | > avg_loss_0: 2.417774772644043 (+0.07289586067199716) | > avg_loss_gen: 2.3586055278778075 (-0.32656459808349636) | > avg_loss_kl: 2.035431671142578 (+0.1161240577697753) | > avg_loss_feat: 7.073920249938965 (-0.9498102188110344) | > avg_loss_mel: 12.968791198730468 (-2.192198562622071) | > avg_loss_duration: 1.6412010431289672 (-0.0041182994842530185) | > avg_loss_1: 26.07794952392578 (-3.3565689086914077)  > EPOCH: 149/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 04:21:19)   --> TIME: 2025-02-21 04:21:31 -- STEP: 11/924 -- GLOBAL_STEP: 183550 | > loss_disc: 2.186769723892212 (2.2529025077819824) | > loss_disc_real_0: 0.09501993656158447 (0.14750919558785178) | > loss_disc_real_1: 0.17636165022850037 (0.17887782779606906) | > loss_disc_real_2: 0.18846362829208374 (0.19849719513546338) | > loss_disc_real_3: 0.21895462274551392 (0.21053404022346844) | > loss_disc_real_4: 0.2055705040693283 (0.20265051993456754) | > loss_disc_real_5: 0.24589265882968903 (0.21615840901028027) | > loss_0: 2.186769723892212 (2.2529025077819824) | > grad_norm_0: tensor(74.9438, device='cuda:0') (tensor(62.3967, device='cuda:0')) | > loss_gen: 2.9408681392669678 (2.762695550918579) | > loss_kl: 2.0848476886749268 (2.1316891583529385) | > loss_feat: 10.129134178161621 (8.486316637559371) | > loss_mel: 17.270505905151367 (15.121047626842152) | > loss_duration: 1.603626012802124 (1.57904344255274) | > amp_scaler: 128.0 (128.0) | > loss_1: 34.02898025512695 (30.080792687155984) | > grad_norm_1: tensor(378.9072, device='cuda:0') (tensor(545.4829, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.912 (0.9156858054074374) | > loader_time: 0.0102 (0.010773745450106535)  --> TIME: 2025-02-21 04:22:18 -- STEP: 61/924 -- GLOBAL_STEP: 183600 | > loss_disc: 2.3218562602996826 (2.2476027402721477) | > loss_disc_real_0: 0.13688848912715912 (0.13549752875429685) | > loss_disc_real_1: 0.1870042234659195 (0.18689392091798002) | > loss_disc_real_2: 0.20782631635665894 (0.2015903699593466) | > loss_disc_real_3: 0.21030235290527344 (0.20655201302200069) | > loss_disc_real_4: 0.1900317668914795 (0.20523826729078762) | > loss_disc_real_5: 0.21186037361621857 (0.2086451253930076) | > loss_0: 2.3218562602996826 (2.2476027402721477) | > grad_norm_0: tensor(19.8457, device='cuda:0') (tensor(45.8089, device='cuda:0')) | > loss_gen: 2.646510601043701 (2.7224058205964137) | > loss_kl: 2.0491111278533936 (2.1528961306712655) | > loss_feat: 7.273886203765869 (8.34945394953743) | > loss_mel: 13.061558723449707 (14.999307491740243) | > loss_duration: 1.6151987314224243 (1.5964398696774342) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.646265029907227 (29.82050317232726) | > grad_norm_1: tensor(668.2847, device='cuda:0') (tensor(629.4474, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.9144 (0.9199321074563949) | > loader_time: 0.0103 (0.011083376212198223)  --> TIME: 2025-02-21 04:23:05 -- STEP: 111/924 -- GLOBAL_STEP: 183650 | > loss_disc: 2.2815279960632324 (2.2454005512031356) | > loss_disc_real_0: 0.10944417864084244 (0.14279148096705335) | > loss_disc_real_1: 0.1581352949142456 (0.18727420767148337) | > loss_disc_real_2: 0.19520707428455353 (0.20156349926381498) | > loss_disc_real_3: 0.22806718945503235 (0.20639442444384634) | > loss_disc_real_4: 0.2249545454978943 (0.20555464171611512) | > loss_disc_real_5: 0.1904027909040451 (0.2029323902753023) | > loss_0: 2.2815279960632324 (2.2454005512031356) | > grad_norm_0: tensor(74.7392, device='cuda:0') (tensor(50.9047, device='cuda:0')) | > loss_gen: 2.796855926513672 (2.7693698685448447) | > loss_kl: 2.0536742210388184 (2.1467427036783713) | > loss_feat: 8.56207275390625 (8.465644269376188) | > loss_mel: 15.124878883361816 (15.095865515975264) | > loss_duration: 1.6286439895629883 (1.5952663818995159) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.166126251220703 (30.07288867503673) | > grad_norm_1: tensor(1098.4160, device='cuda:0') (tensor(715.8991, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.9096 (0.9188895418837264) | > loader_time: 0.0109 (0.011258756792223133)  --> TIME: 2025-02-21 04:23:52 -- STEP: 161/924 -- GLOBAL_STEP: 183700 | > loss_disc: 2.1891822814941406 (2.25130810056414) | > loss_disc_real_0: 0.06694015860557556 (0.13929298682057334) | > loss_disc_real_1: 0.17973990738391876 (0.18857460945659546) | > loss_disc_real_2: 0.18376418948173523 (0.20177417419712) | > loss_disc_real_3: 0.19277189671993256 (0.20643481676993164) | > loss_disc_real_4: 0.19599580764770508 (0.20696078796194206) | > loss_disc_real_5: 0.1902763545513153 (0.20662921074754712) | > loss_0: 2.1891822814941406 (2.25130810056414) | > grad_norm_0: tensor(45.5491, device='cuda:0') (tensor(48.7248, device='cuda:0')) | > loss_gen: 2.8746471405029297 (2.7492188918664597) | > loss_kl: 2.1649980545043945 (2.133828346033274) | > loss_feat: 9.677206039428711 (8.390038253357696) | > loss_mel: 17.014482498168945 (15.059463530593778) | > loss_duration: 1.608703374862671 (1.5951771343716923) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.34003448486328 (29.927726070332973) | > grad_norm_1: tensor(1130.6627, device='cuda:0') (tensor(715.5394, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.9047 (0.918413994475181) | > loader_time: 0.0137 (0.011292493121224165)  --> TIME: 2025-02-21 04:24:38 -- STEP: 211/924 -- GLOBAL_STEP: 183750 | > loss_disc: 2.223748207092285 (2.2480857971155253) | > loss_disc_real_0: 0.19947846233844757 (0.13812088943417594) | > loss_disc_real_1: 0.1661941558122635 (0.1896141564111574) | > loss_disc_real_2: 0.17253723740577698 (0.2018292213644462) | > loss_disc_real_3: 0.21187952160835266 (0.20581914562184664) | > loss_disc_real_4: 0.2305428385734558 (0.20613391563225697) | > loss_disc_real_5: 0.19990891218185425 (0.20553382023533381) | > loss_0: 2.223748207092285 (2.2480857971155253) | > grad_norm_0: tensor(90.6409, device='cuda:0') (tensor(50.4163, device='cuda:0')) | > loss_gen: 3.026404857635498 (2.7542659784380303) | > loss_kl: 2.2585697174072266 (2.1343088873189777) | > loss_feat: 9.315238952636719 (8.380413794404522) | > loss_mel: 15.379971504211426 (15.043372140676489) | > loss_duration: 1.5754146575927734 (1.594822679085754) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.555601119995117 (29.90718340760724) | > grad_norm_1: tensor(1103.9414, device='cuda:0') (tensor(754.7814, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.8717 (0.9181354825530572) | > loader_time: 0.0089 (0.011245318498656648)  --> TIME: 2025-02-21 04:25:25 -- STEP: 261/924 -- GLOBAL_STEP: 183800 | > loss_disc: 2.151142120361328 (2.24518817046593) | > loss_disc_real_0: 0.12516558170318604 (0.13621312461193943) | > loss_disc_real_1: 0.141668438911438 (0.18965412784810268) | > loss_disc_real_2: 0.17697593569755554 (0.20176591864034138) | > loss_disc_real_3: 0.19929681718349457 (0.20586795996432103) | > loss_disc_real_4: 0.1717960089445114 (0.20591808587198512) | > loss_disc_real_5: 0.2006477266550064 (0.2053160035975592) | > loss_0: 2.151142120361328 (2.24518817046593) | > grad_norm_0: tensor(49.5750, device='cuda:0') (tensor(51.8697, device='cuda:0')) | > loss_gen: 2.789604902267456 (2.75795684920417) | > loss_kl: 1.9681906700134277 (2.1364688603814086) | > loss_feat: 9.365680694580078 (8.39156080297127) | > loss_mel: 15.964061737060547 (15.005531607003048) | > loss_duration: 1.5507464408874512 (1.5957043719017643) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.63828468322754 (29.887222421580347) | > grad_norm_1: tensor(486.5440, device='cuda:0') (tensor(771.7164, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.9289 (0.9193747765259724) | > loader_time: 0.0113 (0.011290355660449499)  --> TIME: 2025-02-21 04:26:12 -- STEP: 311/924 -- GLOBAL_STEP: 183850 | > loss_disc: 2.155855894088745 (2.2421988720295905) | > loss_disc_real_0: 0.12181063741445541 (0.1362073399917105) | > loss_disc_real_1: 0.18245431780815125 (0.18975847614539773) | > loss_disc_real_2: 0.1994311660528183 (0.2011915749100628) | > loss_disc_real_3: 0.2373385727405548 (0.20580106834698342) | > loss_disc_real_4: 0.22869522869586945 (0.20554110570735865) | > loss_disc_real_5: 0.22382493317127228 (0.20502203271703334) | > loss_0: 2.155855894088745 (2.2421988720295905) | > grad_norm_0: tensor(72.6843, device='cuda:0') (tensor(53.3688, device='cuda:0')) | > loss_gen: 2.9796078205108643 (2.76795705491707) | > loss_kl: 2.1598525047302246 (2.135086916267298) | > loss_feat: 8.591889381408691 (8.40570591806983) | > loss_mel: 14.923332214355469 (14.984178720946481) | > loss_duration: 1.6371636390686035 (1.59597745202362) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.291845321655273 (29.888905945314853) | > grad_norm_1: tensor(1053.2826, device='cuda:0') (tensor(788.1170, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.9124 (0.9190846631764599) | > loader_time: 0.0109 (0.01129686794097017)  --> TIME: 2025-02-21 04:26:59 -- STEP: 361/924 -- GLOBAL_STEP: 183900 | > loss_disc: 2.246572971343994 (2.242011948635705) | > loss_disc_real_0: 0.15604282915592194 (0.13515698552709526) | > loss_disc_real_1: 0.1723739206790924 (0.1902886108595909) | > loss_disc_real_2: 0.18584798276424408 (0.20138991799546088) | > loss_disc_real_3: 0.21680665016174316 (0.2054880209411611) | > loss_disc_real_4: 0.2276735156774521 (0.20539296387470327) | > loss_disc_real_5: 0.20240305364131927 (0.20483370711433602) | > loss_0: 2.246572971343994 (2.242011948635705) | > grad_norm_0: tensor(75.1417, device='cuda:0') (tensor(53.2026, device='cuda:0')) | > loss_gen: 2.7392115592956543 (2.7699326511235127) | > loss_kl: 2.1076200008392334 (2.1324365802749075) | > loss_feat: 7.806427478790283 (8.41257393855468) | > loss_mel: 14.724275588989258 (15.000159453817352) | > loss_duration: 1.5985738039016724 (1.596685852370434) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.97610855102539 (29.911788369810154) | > grad_norm_1: tensor(1084.2590, device='cuda:0') (tensor(788.9826, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.9144 (0.9194668521511258) | > loader_time: 0.0103 (0.011269313806972344)  --> TIME: 2025-02-21 04:27:46 -- STEP: 411/924 -- GLOBAL_STEP: 183950 | > loss_disc: 2.015939474105835 (2.241706931678048) | > loss_disc_real_0: 0.09954514354467392 (0.13438367412183094) | > loss_disc_real_1: 0.18414093554019928 (0.19034888600781016) | > loss_disc_real_2: 0.19977696239948273 (0.20181082660409372) | > loss_disc_real_3: 0.1899082064628601 (0.20574271515773165) | > loss_disc_real_4: 0.16765834391117096 (0.20549238946316012) | > loss_disc_real_5: 0.1801081746816635 (0.20469182831237506) | > loss_0: 2.015939474105835 (2.241706931678048) | > grad_norm_0: tensor(53.9151, device='cuda:0') (tensor(54.4118, device='cuda:0')) | > loss_gen: 3.0313563346862793 (2.7737555776489344) | > loss_kl: 2.090808153152466 (2.1345937060613727) | > loss_feat: 10.227574348449707 (8.414120416571622) | > loss_mel: 16.247684478759766 (14.998834384908932) | > loss_duration: 1.5831139087677002 (1.5969865646965602) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.180538177490234 (29.91829051646583) | > grad_norm_1: tensor(1309.7910, device='cuda:0') (tensor(808.5934, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.9261 (0.9198814169333799) | > loader_time: 0.0111 (0.011279808053715095)  --> TIME: 2025-02-21 04:28:33 -- STEP: 461/924 -- GLOBAL_STEP: 184000 | > loss_disc: 2.110610246658325 (2.241338888114546) | > loss_disc_real_0: 0.16722749173641205 (0.13397687036794567) | > loss_disc_real_1: 0.17375248670578003 (0.19013860921926976) | > loss_disc_real_2: 0.16307935118675232 (0.20181260653922983) | > loss_disc_real_3: 0.23573511838912964 (0.2057592885613183) | > loss_disc_real_4: 0.17921702563762665 (0.2055850862939549) | > loss_disc_real_5: 0.18525181710720062 (0.20478470697837392) | > loss_0: 2.110610246658325 (2.241338888114546) | > grad_norm_0: tensor(89.4514, device='cuda:0') (tensor(54.0470, device='cuda:0')) | > loss_gen: 2.952972888946533 (2.7716076322336267) | > loss_kl: 2.185443162918091 (2.132482834079521) | > loss_feat: 9.400788307189941 (8.418668312519594) | > loss_mel: 15.065329551696777 (14.990469235401608) | > loss_duration: 1.5943307876586914 (1.5967166196239744) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.198863983154297 (29.909944488790185) | > grad_norm_1: tensor(1216.3906, device='cuda:0') (tensor(811.5433, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.9405 (0.9197932479179862) | > loader_time: 0.011 (0.011261874320967338) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_184000.pth  --> TIME: 2025-02-21 04:29:22 -- STEP: 511/924 -- GLOBAL_STEP: 184050 | > loss_disc: 2.2568705081939697 (2.238862825699746) | > loss_disc_real_0: 0.1862742304801941 (0.13385774370158932) | > loss_disc_real_1: 0.21981766819953918 (0.189815733939001) | > loss_disc_real_2: 0.1962154656648636 (0.20149230548780264) | > loss_disc_real_3: 0.21656584739685059 (0.20560473157001805) | > loss_disc_real_4: 0.2162896692752838 (0.2054667980820232) | > loss_disc_real_5: 0.23089385032653809 (0.20473642863056207) | > loss_0: 2.2568705081939697 (2.238862825699746) | > grad_norm_0: tensor(34.5680, device='cuda:0') (tensor(54.0239, device='cuda:0')) | > loss_gen: 2.7570154666900635 (2.7741173769396585) | > loss_kl: 2.1779024600982666 (2.1364057588950547) | > loss_feat: 8.334393501281738 (8.448597243620688) | > loss_mel: 13.872526168823242 (15.030097700145147) | > loss_duration: 1.6166445016860962 (1.5967140202419632) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.758481979370117 (29.985931948906288) | > grad_norm_1: tensor(179.2231, device='cuda:0') (tensor(805.5972, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.9236 (0.9205831524910526) | > loader_time: 0.0105 (0.011227962788770343)  --> TIME: 2025-02-21 04:30:09 -- STEP: 561/924 -- GLOBAL_STEP: 184100 | > loss_disc: 2.2416255474090576 (2.2395564417575535) | > loss_disc_real_0: 0.0782993882894516 (0.13476115538209066) | > loss_disc_real_1: 0.18106675148010254 (0.1896211283676552) | > loss_disc_real_2: 0.18058842420578003 (0.20149134606813582) | > loss_disc_real_3: 0.201059952378273 (0.20578871848005253) | > loss_disc_real_4: 0.19219045341014862 (0.20536470965693124) | > loss_disc_real_5: 0.1919807344675064 (0.20459727571078593) | > loss_0: 2.2416255474090576 (2.2395564417575535) | > grad_norm_0: tensor(27.8442, device='cuda:0') (tensor(53.8247, device='cuda:0')) | > loss_gen: 2.7515921592712402 (2.772618863246871) | > loss_kl: 2.04612398147583 (2.131252624984308) | > loss_feat: 8.36810302734375 (8.448203406444414) | > loss_mel: 15.065336227416992 (15.028803561885514) | > loss_duration: 1.5785164833068848 (1.596665726200995) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.80967140197754 (29.977544033166133) | > grad_norm_1: tensor(801.8941, device='cuda:0') (tensor(808.2272, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.9105 (0.9202342717617805) | > loader_time: 0.0107 (0.011249096848322959)  --> TIME: 2025-02-21 04:30:55 -- STEP: 611/924 -- GLOBAL_STEP: 184150 | > loss_disc: 2.2768938541412354 (2.242679526489804) | > loss_disc_real_0: 0.10724280774593353 (0.13571124353770705) | > loss_disc_real_1: 0.202647864818573 (0.18948050443259865) | > loss_disc_real_2: 0.22659799456596375 (0.20192399947811074) | > loss_disc_real_3: 0.20904773473739624 (0.2057486789365058) | > loss_disc_real_4: 0.20288732647895813 (0.2054719156456071) | > loss_disc_real_5: 0.20274211466312408 (0.20505439925408406) | > loss_0: 2.2768938541412354 (2.242679526489804) | > grad_norm_0: tensor(26.5655, device='cuda:0') (tensor(53.6561, device='cuda:0')) | > loss_gen: 2.5525567531585693 (2.77155713012683) | > loss_kl: 2.0362257957458496 (2.1295845826596955) | > loss_feat: 8.087491035461426 (8.442417641903484) | > loss_mel: 14.9207763671875 (15.024282692692283) | > loss_duration: 1.5919114351272583 (1.5963347752238655) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.188961029052734 (29.96417666808283) | > grad_norm_1: tensor(558.3821, device='cuda:0') (tensor(796.6821, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.9014 (0.9198932971579745) | > loader_time: 0.0109 (0.011282812749110343)  --> TIME: 2025-02-21 04:31:42 -- STEP: 661/924 -- GLOBAL_STEP: 184200 | > loss_disc: 2.3800315856933594 (2.242059808635853) | > loss_disc_real_0: 0.121824249625206 (0.13555567381895053) | > loss_disc_real_1: 0.22723306715488434 (0.18956649706962433) | > loss_disc_real_2: 0.20401763916015625 (0.20173695908912911) | > loss_disc_real_3: 0.2138693630695343 (0.20561514253785876) | > loss_disc_real_4: 0.20700669288635254 (0.20542692648931635) | > loss_disc_real_5: 0.17536474764347076 (0.20516547445720695) | > loss_0: 2.3800315856933594 (2.242059808635853) | > grad_norm_0: tensor(35.6263, device='cuda:0') (tensor(53.4375, device='cuda:0')) | > loss_gen: 2.5501198768615723 (2.7709471988245165) | > loss_kl: 1.8873623609542847 (2.126567881154221) | > loss_feat: 6.821362495422363 (8.440391189933006) | > loss_mel: 13.768402099609375 (15.018870857227228) | > loss_duration: 1.587904453277588 (1.596172465859672) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.615150451660156 (29.95294946044368) | > grad_norm_1: tensor(742.8517, device='cuda:0') (tensor(798.7495, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.9412 (0.9199633659645579) | > loader_time: 0.0112 (0.011293508281505769)  --> TIME: 2025-02-21 04:32:29 -- STEP: 711/924 -- GLOBAL_STEP: 184250 | > loss_disc: 2.184615135192871 (2.2408132442442166) | > loss_disc_real_0: 0.19776728749275208 (0.13522446708316185) | > loss_disc_real_1: 0.2152198851108551 (0.18954414152311047) | > loss_disc_real_2: 0.17371031641960144 (0.20173341390033647) | > loss_disc_real_3: 0.20461848378181458 (0.20571174743976958) | > loss_disc_real_4: 0.20458239316940308 (0.20543770617825066) | > loss_disc_real_5: 0.1839500516653061 (0.2047557581619539) | > loss_0: 2.184615135192871 (2.2408132442442166) | > grad_norm_0: tensor(54.9146, device='cuda:0') (tensor(53.7146, device='cuda:0')) | > loss_gen: 2.989837646484375 (2.77299432848409) | > loss_kl: 2.046523094177246 (2.1255239192946567) | > loss_feat: 8.839765548706055 (8.447269659002117) | > loss_mel: 15.774809837341309 (15.035241994844375) | > loss_duration: 1.5920836925506592 (1.5961013614879889) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.243019104003906 (29.97713113669437) | > grad_norm_1: tensor(891.5996, device='cuda:0') (tensor(799.5080, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.9065 (0.9201929072958174) | > loader_time: 0.0097 (0.01133190965183005)  --> TIME: 2025-02-21 04:33:16 -- STEP: 761/924 -- GLOBAL_STEP: 184300 | > loss_disc: 2.3501899242401123 (2.2398014206453936) | > loss_disc_real_0: 0.13184034824371338 (0.13437919240841384) | > loss_disc_real_1: 0.17404335737228394 (0.18961217214259157) | > loss_disc_real_2: 0.22771209478378296 (0.201943468601099) | > loss_disc_real_3: 0.19281286001205444 (0.20562823950931072) | > loss_disc_real_4: 0.20260068774223328 (0.20536311186174522) | > loss_disc_real_5: 0.21538813412189484 (0.204694919356692) | > loss_0: 2.3501899242401123 (2.2398014206453936) | > grad_norm_0: tensor(27.4830, device='cuda:0') (tensor(53.5959, device='cuda:0')) | > loss_gen: 2.6233725547790527 (2.7735948192932325) | > loss_kl: 1.9716440439224243 (2.1260869081637566) | > loss_feat: 7.557826519012451 (8.450174701981412) | > loss_mel: 14.316473007202148 (15.040245924610034) | > loss_duration: 1.5688154697418213 (1.5961948883831116) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.038131713867188 (29.98629711617308) | > grad_norm_1: tensor(271.8653, device='cuda:0') (tensor(806.2187, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.8873 (0.9197047411533914) | > loader_time: 0.0094 (0.011313743879541295)  --> TIME: 2025-02-21 04:34:02 -- STEP: 811/924 -- GLOBAL_STEP: 184350 | > loss_disc: 2.178441047668457 (2.2388248064368037) | > loss_disc_real_0: 0.17850449681282043 (0.13407195941458921) | > loss_disc_real_1: 0.16575850546360016 (0.18949482195841846) | > loss_disc_real_2: 0.2034321278333664 (0.20211188807513947) | > loss_disc_real_3: 0.1874421387910843 (0.20559860161435603) | > loss_disc_real_4: 0.21352903544902802 (0.20540046971176465) | > loss_disc_real_5: 0.22393697500228882 (0.20455659315927108) | > loss_0: 2.178441047668457 (2.2388248064368037) | > grad_norm_0: tensor(89.8762, device='cuda:0') (tensor(53.6591, device='cuda:0')) | > loss_gen: 2.921879768371582 (2.7759931240364044) | > loss_kl: 2.0924508571624756 (2.1237877444186157) | > loss_feat: 9.239119529724121 (8.452447564916453) | > loss_mel: 15.972783088684082 (15.037484901606962) | > loss_duration: 1.5563087463378906 (1.596274004176572) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.782543182373047 (29.985987212890173) | > grad_norm_1: tensor(1176.8403, device='cuda:0') (tensor(808.9792, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.9298 (0.9189967615242806) | > loader_time: 0.0117 (0.011329122889056591)  --> TIME: 2025-02-21 04:34:48 -- STEP: 861/924 -- GLOBAL_STEP: 184400 | > loss_disc: 2.1908886432647705 (2.2383028763096506) | > loss_disc_real_0: 0.06295112520456314 (0.13356014122184812) | > loss_disc_real_1: 0.15800201892852783 (0.1895825876037696) | > loss_disc_real_2: 0.20579659938812256 (0.2020222582052809) | > loss_disc_real_3: 0.20641829073429108 (0.20544886722312725) | > loss_disc_real_4: 0.19181816279888153 (0.2054857302729676) | > loss_disc_real_5: 0.1740046590566635 (0.20477843000775292) | > loss_0: 2.1908886432647705 (2.2383028763096506) | > grad_norm_0: tensor(36.6487, device='cuda:0') (tensor(53.5055, device='cuda:0')) | > loss_gen: 2.7329535484313965 (2.775128455112208) | > loss_kl: 2.104436159133911 (2.1240438760088454) | > loss_feat: 9.409965515136719 (8.450820333589373) | > loss_mel: 15.751397132873535 (15.020979995373096) | > loss_duration: 1.636210560798645 (1.5961319993181933) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.634963989257812 (29.96710454517679) | > grad_norm_1: tensor(551.8032, device='cuda:0') (tensor(807.0046, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.91 (0.9187580201683976) | > loader_time: 0.0111 (0.011311680597710684)  --> TIME: 2025-02-21 04:35:34 -- STEP: 911/924 -- GLOBAL_STEP: 184450 | > loss_disc: 2.2623186111450195 (2.2383288855610246) | > loss_disc_real_0: 0.05576065182685852 (0.13405720892430767) | > loss_disc_real_1: 0.21833372116088867 (0.18940390932703915) | > loss_disc_real_2: 0.23298628628253937 (0.2020547659873439) | > loss_disc_real_3: 0.20519757270812988 (0.20551176868076526) | > loss_disc_real_4: 0.19741038978099823 (0.20544767926082128) | > loss_disc_real_5: 0.17936596274375916 (0.20464610220899174) | > loss_0: 2.2623186111450195 (2.2383288855610246) | > grad_norm_0: tensor(46.4224, device='cuda:0') (tensor(53.6510, device='cuda:0')) | > loss_gen: 2.640751838684082 (2.7766252760044465) | > loss_kl: 2.1477363109588623 (2.1226712289940033) | > loss_feat: 7.742527484893799 (8.458274901502083) | > loss_mel: 13.939504623413086 (15.032913144150367) | > loss_duration: 1.5727591514587402 (1.5957912917194728) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.04327964782715 (29.986275736770043) | > grad_norm_1: tensor(758.8885, device='cuda:0') (tensor(808.0976, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.9232 (0.9179310453186706) | > loader_time: 0.0102 (0.0112815096925302)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.200620412826538 (2.200620412826538) | > loss_disc_real_0: 0.10336334258317947 (0.10336334258317947) | > loss_disc_real_1: 0.18815459311008453 (0.18815459311008453) | > loss_disc_real_2: 0.22646614909172058 (0.22646614909172058) | > loss_disc_real_3: 0.21098558604717255 (0.21098558604717255) | > loss_disc_real_4: 0.22174794971942902 (0.22174794971942902) | > loss_disc_real_5: 0.1959046572446823 (0.1959046572446823) | > loss_0: 2.200620412826538 (2.200620412826538) | > loss_gen: 2.6623950004577637 (2.6623950004577637) | > loss_kl: 2.0860180854797363 (2.0860180854797363) | > loss_feat: 8.242053985595703 (8.242053985595703) | > loss_mel: 13.827964782714844 (13.827964782714844) | > loss_duration: 1.6830801963806152 (1.6830801963806152) | > loss_1: 28.50151252746582 (28.50151252746582)  --> STEP: 1 | > loss_disc: 2.18245530128479 (2.18245530128479) | > loss_disc_real_0: 0.09620267897844315 (0.09620267897844315) | > loss_disc_real_1: 0.17888996005058289 (0.17888996005058289) | > loss_disc_real_2: 0.2430238276720047 (0.2430238276720047) | > loss_disc_real_3: 0.22138947248458862 (0.22138947248458862) | > loss_disc_real_4: 0.25527116656303406 (0.25527116656303406) | > loss_disc_real_5: 0.2005099356174469 (0.2005099356174469) | > loss_0: 2.18245530128479 (2.18245530128479) | > loss_gen: 2.7972044944763184 (2.7972044944763184) | > loss_kl: 2.0435638427734375 (2.0435638427734375) | > loss_feat: 8.569570541381836 (8.569570541381836) | > loss_mel: 15.721102714538574 (15.721102714538574) | > loss_duration: 1.6919310092926025 (1.6919310092926025) | > loss_1: 30.82337188720703 (30.82337188720703)  --> STEP: 2 | > loss_disc: 2.2409982681274414 (2.2117267847061157) | > loss_disc_real_0: 0.11228081583976746 (0.1042417474091053) | > loss_disc_real_1: 0.1915888786315918 (0.18523941934108734) | > loss_disc_real_2: 0.2371303290128708 (0.24007707834243774) | > loss_disc_real_3: 0.23370559513568878 (0.2275475338101387) | > loss_disc_real_4: 0.24459651112556458 (0.24993383884429932) | > loss_disc_real_5: 0.20285266637802124 (0.20168130099773407) | > loss_0: 2.2409982681274414 (2.2117267847061157) | > loss_gen: 2.687528133392334 (2.742366313934326) | > loss_kl: 1.9925875663757324 (2.018075704574585) | > loss_feat: 8.154508590698242 (8.362039566040039) | > loss_mel: 13.2682523727417 (14.494677543640137) | > loss_duration: 1.592105507850647 (1.6420182585716248) | > loss_1: 27.694982528686523 (29.259177207946777)  --> STEP: 3 | > loss_disc: 2.189084768295288 (2.2041794459025064) | > loss_disc_real_0: 0.11852804571390152 (0.10900384684403737) | > loss_disc_real_1: 0.18663616478443146 (0.18570500115553537) | > loss_disc_real_2: 0.2366832047700882 (0.23894578715165457) | > loss_disc_real_3: 0.21469591557979584 (0.22326366106669107) | > loss_disc_real_4: 0.20787613093852997 (0.23591460287570953) | > loss_disc_real_5: 0.19420325756072998 (0.19918861985206604) | > loss_0: 2.189084768295288 (2.2041794459025064) | > loss_gen: 2.6027584075927734 (2.6958303451538086) | > loss_kl: 1.8807705640792847 (1.9723073244094849) | > loss_feat: 7.817123889923096 (8.18040100733439) | > loss_mel: 13.056228637695312 (14.015194574991861) | > loss_duration: 1.6601545810699463 (1.6480636994043987) | > loss_1: 27.01703643798828 (28.511796951293945)  --> STEP: 4 | > loss_disc: 2.3029322624206543 (2.2288676500320435) | > loss_disc_real_0: 0.12002161890268326 (0.11175828985869884) | > loss_disc_real_1: 0.18660661578178406 (0.18593040481209755) | > loss_disc_real_2: 0.24938994646072388 (0.2415568269789219) | > loss_disc_real_3: 0.23952750861644745 (0.22732962295413017) | > loss_disc_real_4: 0.26514318585395813 (0.24322174862027168) | > loss_disc_real_5: 0.21311862766742706 (0.2026711218059063) | > loss_0: 2.3029322624206543 (2.2288676500320435) | > loss_gen: 2.5975775718688965 (2.6712671518325806) | > loss_kl: 1.991583228111267 (1.9771263003349304) | > loss_feat: 7.384085655212402 (7.981322169303894) | > loss_mel: 13.228551864624023 (13.818533897399902) | > loss_duration: 1.7709510326385498 (1.6787855327129364) | > loss_1: 26.972749710083008 (28.12703514099121)  --> STEP: 5 | > loss_disc: 1.843738079071045 (2.151841735839844) | > loss_disc_real_0: 0.07165095210075378 (0.10373682230710983) | > loss_disc_real_1: 0.18037346005439758 (0.18481901586055755) | > loss_disc_real_2: 0.21962861716747284 (0.2371711850166321) | > loss_disc_real_3: 0.18433161079883575 (0.21873002052307128) | > loss_disc_real_4: 0.2631185054779053 (0.2472010999917984) | > loss_disc_real_5: 0.12659825384616852 (0.18745654821395874) | > loss_0: 1.843738079071045 (2.151841735839844) | > loss_gen: 3.0943734645843506 (2.7558884143829347) | > loss_kl: 2.106173038482666 (2.0029356479644775) | > loss_feat: 10.633849143981934 (8.511827564239502) | > loss_mel: 17.918970108032227 (14.638621139526368) | > loss_duration: 1.5345532894134521 (1.6499390840530395) | > loss_1: 35.28791809082031 (29.55921173095703) --> EVAL PERFORMANCE | > avg_loader_time: 0.15488595962524415 (+0.00457367897033692) | > avg_loss_disc: 2.151841735839844 (-0.2659330368041992) | > avg_loss_disc_real_0: 0.10373682230710983 (-0.021529133617877963) | > avg_loss_disc_real_1: 0.18481901586055755 (-0.04935280978679657) | > avg_loss_disc_real_2: 0.2371711850166321 (-0.01820306181907655) | > avg_loss_disc_real_3: 0.21873002052307128 (+0.02932508587837218) | > avg_loss_disc_real_4: 0.2472010999917984 (+0.005476880073547352) | > avg_loss_disc_real_5: 0.18745654821395874 (-0.03530234098434448) | > avg_loss_0: 2.151841735839844 (-0.2659330368041992) | > avg_loss_gen: 2.7558884143829347 (+0.3972828865051272) | > avg_loss_kl: 2.0029356479644775 (-0.03249602317810041) | > avg_loss_feat: 8.511827564239502 (+1.4379073143005368) | > avg_loss_mel: 14.638621139526368 (+1.6698299407958999) | > avg_loss_duration: 1.6499390840530395 (+0.008738040924072266) | > avg_loss_1: 29.55921173095703 (+3.48126220703125)  > EPOCH: 150/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 04:35:55)   --> TIME: 2025-02-21 04:36:31 -- STEP: 37/924 -- GLOBAL_STEP: 184500 | > loss_disc: 2.340144634246826 (2.2467096560710185) | > loss_disc_real_0: 0.1665446162223816 (0.13790182306154355) | > loss_disc_real_1: 0.19422027468681335 (0.188832896384033) | > loss_disc_real_2: 0.20868484675884247 (0.2006999503921818) | > loss_disc_real_3: 0.22543153166770935 (0.20514191284373) | > loss_disc_real_4: 0.20662282407283783 (0.20484080145487915) | > loss_disc_real_5: 0.23948004841804504 (0.20395529350718936) | > loss_0: 2.340144634246826 (2.2467096560710185) | > grad_norm_0: tensor(61.8063, device='cuda:0') (tensor(40.2025, device='cuda:0')) | > loss_gen: 2.5643303394317627 (2.7085645392134383) | > loss_kl: 2.107104778289795 (2.142841838501595) | > loss_feat: 7.262728691101074 (8.26653443156062) | > loss_mel: 13.34950065612793 (14.837374790294751) | > loss_duration: 1.5932748317718506 (1.596083006343326) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.87693977355957 (29.551398560807513) | > grad_norm_1: tensor(597.8380, device='cuda:0') (tensor(582.5281, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.9047 (0.9176365749256031) | > loader_time: 0.011 (0.011130809783935549)  --> TIME: 2025-02-21 04:37:18 -- STEP: 87/924 -- GLOBAL_STEP: 184550 | > loss_disc: 2.1975646018981934 (2.2335625325126216) | > loss_disc_real_0: 0.11527705937623978 (0.13229077994480906) | > loss_disc_real_1: 0.20769666135311127 (0.1891111423229349) | > loss_disc_real_2: 0.22350247204303741 (0.200703423598717) | > loss_disc_real_3: 0.20984263718128204 (0.2043939313326759) | > loss_disc_real_4: 0.2056564837694168 (0.20500060590519303) | > loss_disc_real_5: 0.17580994963645935 (0.2049155944380267) | > loss_0: 2.1975646018981934 (2.2335625325126216) | > grad_norm_0: tensor(57.9153, device='cuda:0') (tensor(45.9050, device='cuda:0')) | > loss_gen: 2.8775062561035156 (2.737763097916526) | > loss_kl: 1.983623743057251 (2.1428381040178506) | > loss_feat: 8.804825782775879 (8.379284502445966) | > loss_mel: 14.919938087463379 (14.910292066376785) | > loss_duration: 1.6221494674682617 (1.5974626212284482) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.20804214477539 (29.767640409798457) | > grad_norm_1: tensor(992.9844, device='cuda:0') (tensor(743.7764, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.8708 (0.9168422468777361) | > loader_time: 0.0095 (0.011194988228808876)  --> TIME: 2025-02-21 04:38:04 -- STEP: 137/924 -- GLOBAL_STEP: 184600 | > loss_disc: 2.251340627670288 (2.233678927386764) | > loss_disc_real_0: 0.13130426406860352 (0.131914937963886) | > loss_disc_real_1: 0.188583642244339 (0.1896241258313186) | > loss_disc_real_2: 0.17401601374149323 (0.20125522252416958) | > loss_disc_real_3: 0.18620635569095612 (0.20487820177617735) | > loss_disc_real_4: 0.2010250687599182 (0.20509720066168013) | > loss_disc_real_5: 0.21183182299137115 (0.20386232783759597) | > loss_0: 2.251340627670288 (2.233678927386764) | > grad_norm_0: tensor(21.4134, device='cuda:0') (tensor(47.2737, device='cuda:0')) | > loss_gen: 2.6330161094665527 (2.757810105372519) | > loss_kl: 2.1424477100372314 (2.125475570233199) | > loss_feat: 8.0696439743042 (8.416474624271807) | > loss_mel: 14.081930160522461 (14.983313609213724) | > loss_duration: 1.5726475715637207 (1.5971706148481717) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.499685287475586 (29.880244456938584) | > grad_norm_1: tensor(831.5076, device='cuda:0') (tensor(766.1628, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.8996 (0.9147633479459443) | > loader_time: 0.0113 (0.011150838684861678)  --> TIME: 2025-02-21 04:38:51 -- STEP: 187/924 -- GLOBAL_STEP: 184650 | > loss_disc: 2.264676094055176 (2.2365532482371604) | > loss_disc_real_0: 0.16736437380313873 (0.1334427472024677) | > loss_disc_real_1: 0.18762360513210297 (0.1888123595300206) | > loss_disc_real_2: 0.21029940247535706 (0.2019430971081881) | > loss_disc_real_3: 0.23889707028865814 (0.20545883994688957) | > loss_disc_real_4: 0.2412523478269577 (0.20555323864368194) | > loss_disc_real_5: 0.2620357275009155 (0.20409160087452852) | > loss_0: 2.264676094055176 (2.2365532482371604) | > grad_norm_0: tensor(69.9294, device='cuda:0') (tensor(49.3899, device='cuda:0')) | > loss_gen: 3.0179054737091064 (2.766260305190469) | > loss_kl: 2.177985906600952 (2.1339815791277976) | > loss_feat: 8.476056098937988 (8.416457798391747) | > loss_mel: 16.074228286743164 (14.976400625259481) | > loss_duration: 1.5832006931304932 (1.5944524971559086) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.329378128051758 (29.887552791738255) | > grad_norm_1: tensor(655.7401, device='cuda:0') (tensor(784.5422, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.8978 (0.9183314841061352) | > loader_time: 0.0109 (0.011210650683724297)  --> TIME: 2025-02-21 04:39:38 -- STEP: 237/924 -- GLOBAL_STEP: 184700 | > loss_disc: 2.275517463684082 (2.2391956264962642) | > loss_disc_real_0: 0.07502724230289459 (0.1343975506785801) | > loss_disc_real_1: 0.20597724616527557 (0.1884526472051436) | > loss_disc_real_2: 0.21611475944519043 (0.20136125159414506) | > loss_disc_real_3: 0.20103010535240173 (0.2051521720765512) | > loss_disc_real_4: 0.21828079223632812 (0.20633236881549852) | > loss_disc_real_5: 0.1906910240650177 (0.20556924570713364) | > loss_0: 2.275517463684082 (2.2391956264962642) | > grad_norm_0: tensor(36.5406, device='cuda:0') (tensor(50.8451, device='cuda:0')) | > loss_gen: 2.6306633949279785 (2.7670386109171035) | > loss_kl: 2.1067116260528564 (2.1307425931536224) | > loss_feat: 8.262500762939453 (8.440565757107644) | > loss_mel: 14.699420928955078 (15.004608617050236) | > loss_duration: 1.5936633348464966 (1.5961625289313401) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.29296112060547 (29.939118067423504) | > grad_norm_1: tensor(299.6769, device='cuda:0') (tensor(783.6707, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.919 (0.918459971745809) | > loader_time: 0.0102 (0.011139582984055138)  --> TIME: 2025-02-21 04:40:25 -- STEP: 287/924 -- GLOBAL_STEP: 184750 | > loss_disc: 2.1393234729766846 (2.2386884992546334) | > loss_disc_real_0: 0.11048204451799393 (0.13421843947278084) | > loss_disc_real_1: 0.16906271874904633 (0.18822459362525146) | > loss_disc_real_2: 0.1991027593612671 (0.20167022403524315) | > loss_disc_real_3: 0.20345960557460785 (0.20448505203482992) | > loss_disc_real_4: 0.17612755298614502 (0.20632501195739789) | > loss_disc_real_5: 0.19941604137420654 (0.20570923663182544) | > loss_0: 2.1393234729766846 (2.2386884992546334) | > grad_norm_0: tensor(46.1756, device='cuda:0') (tensor(48.5212, device='cuda:0')) | > loss_gen: 2.8266355991363525 (2.753348549068597) | > loss_kl: 2.032102346420288 (2.1269234564246213) | > loss_feat: 8.477957725524902 (8.392167059802016) | > loss_mel: 15.119282722473145 (14.949443803847045) | > loss_duration: 1.5161126852035522 (1.597098981461874) | > amp_scaler: 128.0 (148.5156794425088) | > loss_1: 29.972091674804688 (29.818981835235704) | > grad_norm_1: tensor(1178.3065, device='cuda:0') (tensor(766.4444, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.9392 (0.9181088429294813) | > loader_time: 0.011 (0.011087357790212594)  --> TIME: 2025-02-21 04:41:12 -- STEP: 337/924 -- GLOBAL_STEP: 184800 | > loss_disc: 2.3305022716522217 (2.2388951619230344) | > loss_disc_real_0: 0.1518753319978714 (0.13435423581996386) | > loss_disc_real_1: 0.21513798832893372 (0.18814863401633705) | > loss_disc_real_2: 0.20126894116401672 (0.20181531536473016) | > loss_disc_real_3: 0.24595355987548828 (0.20505694470172103) | > loss_disc_real_4: 0.20375953614711761 (0.20602354601865705) | > loss_disc_real_5: 0.2044670432806015 (0.20585686963283706) | > loss_0: 2.3305022716522217 (2.2388951619230344) | > grad_norm_0: tensor(71.6703, device='cuda:0') (tensor(49.3324, device='cuda:0')) | > loss_gen: 2.531313896179199 (2.7593513249643506) | > loss_kl: 2.1781814098358154 (2.1262760282624007) | > loss_feat: 8.076737403869629 (8.423016020381478) | > loss_mel: 14.847153663635254 (14.985113217498146) | > loss_duration: 1.5600178241729736 (1.597259284480743) | > amp_scaler: 128.0 (145.4718100890209) | > loss_1: 29.19340705871582 (29.89101586497502) | > grad_norm_1: tensor(758.9868, device='cuda:0') (tensor(767.5213, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.909 (0.9185017082033242) | > loader_time: 0.0103 (0.011139890206673725)  --> TIME: 2025-02-21 04:41:58 -- STEP: 387/924 -- GLOBAL_STEP: 184850 | > loss_disc: 2.1358044147491455 (2.2381214340835918) | > loss_disc_real_0: 0.1823883205652237 (0.13369992562119667) | > loss_disc_real_1: 0.17150412499904633 (0.1882150288700134) | > loss_disc_real_2: 0.20354577898979187 (0.20191293396537005) | > loss_disc_real_3: 0.22717615962028503 (0.20503197987720326) | > loss_disc_real_4: 0.2134040892124176 (0.20594095271225124) | > loss_disc_real_5: 0.2274492084980011 (0.20573018968721393) | > loss_0: 2.1358044147491455 (2.2381214340835918) | > grad_norm_0: tensor(51.4346, device='cuda:0') (tensor(49.4752, device='cuda:0')) | > loss_gen: 2.9203646183013916 (2.7606628698896105) | > loss_kl: 1.9383269548416138 (2.128998963715801) | > loss_feat: 8.456815719604492 (8.428143721834317) | > loss_mel: 15.273073196411133 (14.982448782415661) | > loss_duration: 1.605830192565918 (1.5970779956157202) | > amp_scaler: 128.0 (143.21447028423785) | > loss_1: 30.194412231445312 (29.897332341788044) | > grad_norm_1: tensor(652.5007, device='cuda:0') (tensor(773.2314, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.939 (0.918530074200889) | > loader_time: 0.0115 (0.011176340955788457)  --> TIME: 2025-02-21 04:42:45 -- STEP: 437/924 -- GLOBAL_STEP: 184900 | > loss_disc: 2.1153573989868164 (2.2409537577792786) | > loss_disc_real_0: 0.1308668851852417 (0.1344448653917155) | > loss_disc_real_1: 0.1861678659915924 (0.18851461866763972) | > loss_disc_real_2: 0.19100067019462585 (0.20210547584963612) | > loss_disc_real_3: 0.2156836986541748 (0.20511748708221944) | > loss_disc_real_4: 0.2413874864578247 (0.2059856515454482) | > loss_disc_real_5: 0.1888636350631714 (0.20580265914820978) | > loss_0: 2.1153573989868164 (2.2409537577792786) | > grad_norm_0: tensor(48.9858, device='cuda:0') (tensor(50.2394, device='cuda:0')) | > loss_gen: 2.993314743041992 (2.7612315937365253) | > loss_kl: 2.208651304244995 (2.129840969220995) | > loss_feat: 8.904108047485352 (8.41618365608581) | > loss_mel: 15.417858123779297 (14.982725915974283) | > loss_duration: 1.5750622749328613 (1.5968667031425634) | > amp_scaler: 128.0 (141.47368421052644) | > loss_1: 31.0989933013916 (29.886848855618755) | > grad_norm_1: tensor(908.9827, device='cuda:0') (tensor(777.1589, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.9024 (0.9182271051734209) | > loader_time: 0.0107 (0.011189769552828783)  --> TIME: 2025-02-21 04:43:32 -- STEP: 487/924 -- GLOBAL_STEP: 184950 | > loss_disc: 2.2630913257598877 (2.241557012348452) | > loss_disc_real_0: 0.12225966900587082 (0.13417638175082405) | > loss_disc_real_1: 0.2039581686258316 (0.18867628836289085) | > loss_disc_real_2: 0.2033015936613083 (0.20202490396690567) | > loss_disc_real_3: 0.22226573526859283 (0.20534242401989572) | > loss_disc_real_4: 0.21301253139972687 (0.2064915357245557) | > loss_disc_real_5: 0.2070375233888626 (0.2056177102748374) | > loss_0: 2.2630913257598877 (2.241557012348452) | > grad_norm_0: tensor(55.3609, device='cuda:0') (tensor(50.3675, device='cuda:0')) | > loss_gen: 2.7153100967407227 (2.760768496769902) | > loss_kl: 2.0428061485290527 (2.1284334941076763) | > loss_feat: 7.880029678344727 (8.409021188591037) | > loss_mel: 13.989381790161133 (14.984361350903521) | > loss_duration: 1.5856938362121582 (1.5968960765940452) | > amp_scaler: 128.0 (140.0903490759754) | > loss_1: 28.21322250366211 (29.879480608679675) | > grad_norm_1: tensor(918.0574, device='cuda:0') (tensor(787.0566, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.9038 (0.9189765825408684) | > loader_time: 0.0105 (0.011175228584963186)  --> TIME: 2025-02-21 04:44:19 -- STEP: 537/924 -- GLOBAL_STEP: 185000 | > loss_disc: 2.4337499141693115 (2.242095032439776) | > loss_disc_real_0: 0.17364533245563507 (0.13411995483427072) | > loss_disc_real_1: 0.17657074332237244 (0.18851444932668573) | > loss_disc_real_2: 0.20239569246768951 (0.20218743031473357) | > loss_disc_real_3: 0.24161092936992645 (0.20519911773932933) | > loss_disc_real_4: 0.2081652283668518 (0.2065607887351091) | > loss_disc_real_5: 0.19894249737262726 (0.20571643960431527) | > loss_0: 2.4337499141693115 (2.242095032439776) | > grad_norm_0: tensor(19.1638, device='cuda:0') (tensor(50.5417, device='cuda:0')) | > loss_gen: 2.451683521270752 (2.764720763574102) | > loss_kl: 2.3267366886138916 (2.1279035524727) | > loss_feat: 7.720219135284424 (8.436653354758423) | > loss_mel: 14.983414649963379 (15.014679068737633) | > loss_duration: 1.6482276916503906 (1.5970780876095734) | > amp_scaler: 128.0 (138.9646182495345) | > loss_1: 29.130281448364258 (29.94103482848439) | > grad_norm_1: tensor(171.4366, device='cuda:0') (tensor(783.1016, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.9196 (0.9187292870640532) | > loader_time: 0.0107 (0.011189260962289132) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_185000.pth  --> TIME: 2025-02-21 04:45:08 -- STEP: 587/924 -- GLOBAL_STEP: 185050 | > loss_disc: 2.2083756923675537 (2.2409166178873914) | > loss_disc_real_0: 0.08644171804189682 (0.13428592508630213) | > loss_disc_real_1: 0.22182579338550568 (0.18857720171877226) | > loss_disc_real_2: 0.2534296214580536 (0.20213762293783938) | > loss_disc_real_3: 0.18896691501140594 (0.20533809784222296) | > loss_disc_real_4: 0.20056946575641632 (0.20639839902951734) | > loss_disc_real_5: 0.16615290939807892 (0.2052515680938198) | > loss_0: 2.2083756923675537 (2.2409166178873914) | > grad_norm_0: tensor(52.6353, device='cuda:0') (tensor(50.9783, device='cuda:0')) | > loss_gen: 2.870060443878174 (2.766096880732446) | > loss_kl: 2.087151288986206 (2.124744203874565) | > loss_feat: 8.490180015563965 (8.439519108052544) | > loss_mel: 14.782415390014648 (15.00790480007711) | > loss_duration: 1.593018651008606 (1.5968769536920062) | > amp_scaler: 128.0 (138.03066439523002) | > loss_1: 29.822826385498047 (29.935141948459503) | > grad_norm_1: tensor(469.9023, device='cuda:0') (tensor(788.9080, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.9018 (0.9191249476990057) | > loader_time: 0.0098 (0.011206274747442338)  --> TIME: 2025-02-21 04:45:55 -- STEP: 637/924 -- GLOBAL_STEP: 185100 | > loss_disc: 2.2692995071411133 (2.2393678976939286) | > loss_disc_real_0: 0.14315609633922577 (0.13393438298085603) | > loss_disc_real_1: 0.22619949281215668 (0.18876517815530014) | > loss_disc_real_2: 0.20474296808242798 (0.20176901552516213) | > loss_disc_real_3: 0.198247492313385 (0.20520358884727563) | > loss_disc_real_4: 0.22485920786857605 (0.20618931499998466) | > loss_disc_real_5: 0.20833614468574524 (0.2051634984310231) | > loss_0: 2.2692995071411133 (2.2393678976939286) | > grad_norm_0: tensor(81.0518, device='cuda:0') (tensor(51.3003, device='cuda:0')) | > loss_gen: 2.6506235599517822 (2.767088904672741) | > loss_kl: 1.9327701330184937 (2.121835141391545) | > loss_feat: 8.119027137756348 (8.446580643556542) | > loss_mel: 14.696649551391602 (15.008131420967905) | > loss_duration: 1.606919288635254 (1.596460368232788) | > amp_scaler: 128.0 (137.243328100471) | > loss_1: 29.00598907470703 (29.940096494354297) | > grad_norm_1: tensor(1043.7897, device='cuda:0') (tensor(792.1826, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.9311 (0.919075402958988) | > loader_time: 0.0111 (0.011226961713757946)  --> TIME: 2025-02-21 04:46:41 -- STEP: 687/924 -- GLOBAL_STEP: 185150 | > loss_disc: 2.3057708740234375 (2.2406540956386136) | > loss_disc_real_0: 0.0799669623374939 (0.13424278613521543) | > loss_disc_real_1: 0.21194300055503845 (0.18882920763291292) | > loss_disc_real_2: 0.18889707326889038 (0.20222598234031572) | > loss_disc_real_3: 0.2316427230834961 (0.2051712585805632) | > loss_disc_real_4: 0.18510517477989197 (0.2061590196177082) | > loss_disc_real_5: 0.21519525349140167 (0.20487293666106646) | > loss_0: 2.3057708740234375 (2.2406540956386136) | > grad_norm_0: tensor(56.2642, device='cuda:0') (tensor(51.7269, device='cuda:0')) | > loss_gen: 2.7112371921539307 (2.768216033169278) | > loss_kl: 2.2303032875061035 (2.1179383245271017) | > loss_feat: 8.277017593383789 (8.445192058707578) | > loss_mel: 13.15748119354248 (15.004743530240122) | > loss_duration: 1.577539086341858 (1.596062250359438) | > amp_scaler: 128.0 (136.5705967976709) | > loss_1: 27.95357894897461 (29.932152230319673) | > grad_norm_1: tensor(734.4651, device='cuda:0') (tensor(795.4584, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.9115 (0.9187621063887638) | > loader_time: 0.0113 (0.011216514148739918)  --> TIME: 2025-02-21 04:47:29 -- STEP: 737/924 -- GLOBAL_STEP: 185200 | > loss_disc: 2.18123722076416 (2.2403357253792824) | > loss_disc_real_0: 0.11402102559804916 (0.13449763394942768) | > loss_disc_real_1: 0.20609299838542938 (0.18884432410854166) | > loss_disc_real_2: 0.20349258184432983 (0.20205015419215328) | > loss_disc_real_3: 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loss_disc: 2.1415789127349854 (2.241029098497413) | > loss_disc_real_0: 0.14483396708965302 (0.13464799121003304) | > loss_disc_real_1: 0.15940101444721222 (0.18877611259114477) | > loss_disc_real_2: 0.18160592019557953 (0.20199578593389203) | > loss_disc_real_3: 0.19994843006134033 (0.20512074447950535) | > loss_disc_real_4: 0.20620527863502502 (0.20622337402200763) | > loss_disc_real_5: 0.17060372233390808 (0.20486508972535744) | > loss_0: 2.1415789127349854 (2.241029098497413) | > grad_norm_0: tensor(30.2713, device='cuda:0') (tensor(51.4327, device='cuda:0')) | > loss_gen: 2.9435746669769287 (2.7666336981132353) | > loss_kl: 2.1833748817443848 (2.11960246163069) | > loss_feat: 8.210384368896484 (8.443297012939817) | > loss_mel: 14.020306587219238 (15.006764523410434) | > loss_duration: 1.5713927745819092 (1.596652719692779) | > amp_scaler: 128.0 (135.48157560355767) | > loss_1: 28.929033279418945 (29.932950442749178) | > grad_norm_1: tensor(590.9915, device='cuda:0') (tensor(786.0587, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.9228 (0.9190306275742177) | > loader_time: 0.0121 (0.01122880103173068)  --> TIME: 2025-02-21 04:49:01 -- STEP: 837/924 -- GLOBAL_STEP: 185300 | > loss_disc: 2.3174078464508057 (2.2405136031774098) | > loss_disc_real_0: 0.128195658326149 (0.13416387803469804) | > loss_disc_real_1: 0.2097589522600174 (0.18877640330948134) | > loss_disc_real_2: 0.2113947868347168 (0.20208985058495077) | > loss_disc_real_3: 0.1536838561296463 (0.20533543173557542) | > loss_disc_real_4: 0.17905518412590027 (0.20616886632131992) | > loss_disc_real_5: 0.22666607797145844 (0.20489964590562573) | > loss_0: 2.3174078464508057 (2.2405136031774098) | > grad_norm_0: tensor(73.1733, device='cuda:0') (tensor(51.2554, device='cuda:0')) | > loss_gen: 2.4960317611694336 (2.7679617621422965) | > loss_kl: 2.1911025047302246 (2.1210284835548814) | > loss_feat: 7.328247547149658 (8.447756180484074) | > loss_mel: 14.187997817993164 (15.015049126555558) | > loss_duration: 1.5877337455749512 (1.5963828951084782) | > amp_scaler: 128.0 (135.03464755077647) | > loss_1: 27.791114807128906 (29.948178492993865) | > grad_norm_1: tensor(846.7640, device='cuda:0') (tensor(787.5950, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.9321 (0.9181468284543126) | > loader_time: 0.0146 (0.011219208670630962)  --> TIME: 2025-02-21 04:49:47 -- STEP: 887/924 -- GLOBAL_STEP: 185350 | > loss_disc: 2.217113494873047 (2.2404188428414336) | > loss_disc_real_0: 0.09171771258115768 (0.1338092916284971) | > loss_disc_real_1: 0.17095787823200226 (0.18888874760206273) | > loss_disc_real_2: 0.18731005489826202 (0.20187920657865357) | > loss_disc_real_3: 0.17980612814426422 (0.20549953350085418) | > loss_disc_real_4: 0.19726885855197906 (0.20628360760521058) | > loss_disc_real_5: 0.23017066717147827 (0.20484220052585259) | > loss_0: 2.217113494873047 (2.2404188428414336) | > grad_norm_0: tensor(47.0366, device='cuda:0') (tensor(51.5828, device='cuda:0')) | > loss_gen: 2.835606098175049 (2.7694772069322497) | > loss_kl: 2.1651182174682617 (2.120983030911633) | > loss_feat: 9.405491828918457 (8.456232188653772) | > loss_mel: 15.425885200500488 (15.024550844340878) | > loss_duration: 1.5953720808029175 (1.5967425789343876) | > amp_scaler: 128.0 (134.63810597519716) | > loss_1: 31.427471160888672 (29.96798589721473) | > grad_norm_1: tensor(1120.6053, device='cuda:0') (tensor(794.1414, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.8778 (0.9176992039535332) | > loader_time: 0.0105 (0.011237064907757782)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4667956829071045 (2.4667956829071045) | > loss_disc_real_0: 0.1891813576221466 (0.1891813576221466) | > loss_disc_real_1: 0.22417055070400238 (0.22417055070400238) | > loss_disc_real_2: 0.2347632348537445 (0.2347632348537445) | > loss_disc_real_3: 0.20242828130722046 (0.20242828130722046) | > loss_disc_real_4: 0.2169240564107895 (0.2169240564107895) | > loss_disc_real_5: 0.2679263949394226 (0.2679263949394226) | > loss_0: 2.4667956829071045 (2.4667956829071045) | > loss_gen: 2.390251636505127 (2.390251636505127) | > loss_kl: 2.0087268352508545 (2.0087268352508545) | > loss_feat: 6.779088020324707 (6.779088020324707) | > loss_mel: 11.976677894592285 (11.976677894592285) | > loss_duration: 1.6694650650024414 (1.6694650650024414) | > loss_1: 24.824207305908203 (24.824207305908203)  --> STEP: 1 | > loss_disc: 2.4179251194000244 (2.4179251194000244) | > loss_disc_real_0: 0.19323496520519257 (0.19323496520519257) | > loss_disc_real_1: 0.23693223297595978 (0.23693223297595978) | > loss_disc_real_2: 0.23862309753894806 (0.23862309753894806) | > loss_disc_real_3: 0.20840343832969666 (0.20840343832969666) | > loss_disc_real_4: 0.22442273795604706 (0.22442273795604706) | > loss_disc_real_5: 0.2925114035606384 (0.2925114035606384) | > loss_0: 2.4179251194000244 (2.4179251194000244) | > loss_gen: 2.603484630584717 (2.603484630584717) | > loss_kl: 1.9913723468780518 (1.9913723468780518) | > loss_feat: 7.85047721862793 (7.85047721862793) | > loss_mel: 15.075461387634277 (15.075461387634277) | > loss_duration: 1.681863784790039 (1.681863784790039) | > loss_1: 29.202659606933594 (29.202659606933594)  --> STEP: 2 | > loss_disc: 2.4063515663146973 (2.412138342857361) | > loss_disc_real_0: 0.17524346709251404 (0.1842392161488533) | > loss_disc_real_1: 0.22469410300254822 (0.230813167989254) | > loss_disc_real_2: 0.25115111470222473 (0.2448871061205864) | > loss_disc_real_3: 0.2158375233411789 (0.21212048083543777) | > loss_disc_real_4: 0.22201405465602875 (0.2232183963060379) | > loss_disc_real_5: 0.25015825033187866 (0.27133482694625854) | > loss_0: 2.4063515663146973 (2.412138342857361) | > loss_gen: 2.6121363639831543 (2.6078104972839355) | > loss_kl: 2.2546379566192627 (2.1230051517486572) | > loss_feat: 7.914668560028076 (7.882572889328003) | > loss_mel: 14.26385498046875 (14.669658184051514) | > loss_duration: 1.5954408645629883 (1.6386523246765137) | > loss_1: 28.64073944091797 (28.92169952392578)  --> STEP: 3 | > loss_disc: 2.392953634262085 (2.405743439992269) | > loss_disc_real_0: 0.18170234560966492 (0.1833935926357905) | > loss_disc_real_1: 0.23846323788166046 (0.2333631912867228) | > loss_disc_real_2: 0.24092905223369598 (0.24356775482495627) | > loss_disc_real_3: 0.24297331273555756 (0.2224047581354777) | > loss_disc_real_4: 0.215700164437294 (0.2207123190164566) | > loss_disc_real_5: 0.2684907615184784 (0.2703868051369985) | > loss_0: 2.392953634262085 (2.405743439992269) | > loss_gen: 2.7226483821868896 (2.646089792251587) | > loss_kl: 1.9610551595687866 (2.0690218210220337) | > loss_feat: 7.976566791534424 (7.913904190063477) | > loss_mel: 15.586684226989746 (14.975333531697592) | > loss_duration: 1.6685607433319092 (1.6486217975616455) | > loss_1: 29.915515899658203 (29.252971649169922)  --> STEP: 4 | > loss_disc: 2.391995906829834 (2.40230655670166) | > loss_disc_real_0: 0.17496201395988464 (0.18128569796681404) | > loss_disc_real_1: 0.24866706132888794 (0.2371891587972641) | > loss_disc_real_2: 0.2511913776397705 (0.24547366052865982) | > loss_disc_real_3: 0.20742863416671753 (0.21866072714328766) | > loss_disc_real_4: 0.22389431297779083 (0.22150781750679016) | > loss_disc_real_5: 0.254501074552536 (0.2664153724908829) | > loss_0: 2.391995906829834 (2.40230655670166) | > loss_gen: 2.6549324989318848 (2.6483004689216614) | > loss_kl: 2.020920753479004 (2.0569965541362762) | > loss_feat: 7.58735466003418 (7.832266807556152) | > loss_mel: 13.645851135253906 (14.64296293258667) | > loss_duration: 1.763352394104004 (1.677304446697235) | > loss_1: 27.672412872314453 (28.857831954956055)  --> STEP: 5 | > loss_disc: 2.1021530628204346 (2.342275857925415) | > loss_disc_real_0: 0.1493895798921585 (0.17490647435188295) | > loss_disc_real_1: 0.2133587747812271 (0.2324230819940567) | > loss_disc_real_2: 0.2652376592159271 (0.2494264602661133) | > loss_disc_real_3: 0.20013229548931122 (0.21495504081249237) | > loss_disc_real_4: 0.17105160653591156 (0.21141657531261443) | > loss_disc_real_5: 0.20883479714393616 (0.25489925742149355) | > loss_0: 2.1021530628204346 (2.342275857925415) | > loss_gen: 2.958264112472534 (2.710293197631836) | > loss_kl: 1.516655445098877 (1.9489283323287965) | > loss_feat: 9.932816505432129 (8.252376747131347) | > loss_mel: 17.125940322875977 (15.139558410644531) | > loss_duration: 1.525171160697937 (1.6468777894973754) | > loss_1: 33.05884552001953 (29.69803466796875) --> EVAL PERFORMANCE | > avg_loader_time: 0.15057907104492188 (-0.004306888580322271) | > avg_loss_disc: 2.342275857925415 (+0.1904341220855712) | > avg_loss_disc_real_0: 0.17490647435188295 (+0.07116965204477312) | > avg_loss_disc_real_1: 0.2324230819940567 (+0.04760406613349916) | > avg_loss_disc_real_2: 0.2494264602661133 (+0.012255275249481196) | > avg_loss_disc_real_3: 0.21495504081249237 (-0.003774979710578913) | > avg_loss_disc_real_4: 0.21141657531261443 (-0.03578452467918397) | > avg_loss_disc_real_5: 0.25489925742149355 (+0.06744270920753481) | > avg_loss_0: 2.342275857925415 (+0.1904341220855712) | > avg_loss_gen: 2.710293197631836 (-0.0455952167510989) | > avg_loss_kl: 1.9489283323287965 (-0.054007315635681064) | > avg_loss_feat: 8.252376747131347 (-0.25945081710815465) | > avg_loss_mel: 15.139558410644531 (+0.500937271118163) | > avg_loss_duration: 1.6468777894973754 (-0.0030612945556640625) | > avg_loss_1: 29.69803466796875 (+0.13882293701171733)  > EPOCH: 151/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 04:50:30)   --> TIME: 2025-02-21 04:50:44 -- STEP: 13/924 -- GLOBAL_STEP: 185400 | > loss_disc: 2.327780246734619 (2.244674664277297) | > loss_disc_real_0: 0.10316605865955353 (0.14996405690908432) | > loss_disc_real_1: 0.20454193651676178 (0.19231597620707291) | > loss_disc_real_2: 0.25819385051727295 (0.20002230084859407) | > loss_disc_real_3: 0.21167372167110443 (0.2091150742310744) | > loss_disc_real_4: 0.18622732162475586 (0.20837828173087194) | > loss_disc_real_5: 0.2086673378944397 (0.20573449249450976) | > loss_0: 2.327780246734619 (2.244674664277297) | > grad_norm_0: tensor(35.6242, device='cuda:0') (tensor(59.8644, device='cuda:0')) | > loss_gen: 2.5452933311462402 (2.8114003034738393) | > loss_kl: 1.96839439868927 (2.1262713487331686) | > loss_feat: 7.112672805786133 (8.421390240009014) | > loss_mel: 13.90107536315918 (14.873784211965708) | > loss_duration: 1.6287915706634521 (1.5867612178509052) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.15622901916504 (29.819607661320614) | > grad_norm_1: tensor(846.0960, device='cuda:0') (tensor(902.8995, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.939 (0.9235931910001315) | > loader_time: 0.0099 (0.011296969193678636)  --> TIME: 2025-02-21 04:51:32 -- STEP: 63/924 -- GLOBAL_STEP: 185450 | > loss_disc: 2.360532760620117 (2.2520278029971648) | > loss_disc_real_0: 0.13884885609149933 (0.13826286532576115) | > loss_disc_real_1: 0.2242109477519989 (0.1884873497580725) | > loss_disc_real_2: 0.21749967336654663 (0.20279207683744885) | > loss_disc_real_3: 0.2744109034538269 (0.20698561318336972) | > loss_disc_real_4: 0.21219690144062042 (0.20690173431048317) | > loss_disc_real_5: 0.23861242830753326 (0.205903906197775) | > loss_0: 2.360532760620117 (2.2520278029971648) | > grad_norm_0: tensor(39.1184, device='cuda:0') (tensor(51.8125, device='cuda:0')) | > loss_gen: 2.737823009490967 (2.7465977668762207) | > loss_kl: 2.176875114440918 (2.1178930941082177) | > loss_feat: 7.869709014892578 (8.38891799866207) | > loss_mel: 15.110236167907715 (14.989124570574079) | > loss_duration: 1.6133042573928833 (1.598714968514821) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.50794792175293 (29.84124855768113) | > grad_norm_1: tensor(877.8943, device='cuda:0') (tensor(742.8845, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.9346 (0.9297879120660206) | > loader_time: 0.0104 (0.011146265362936354)  --> TIME: 2025-02-21 04:52:18 -- STEP: 113/924 -- GLOBAL_STEP: 185500 | > loss_disc: 2.3213393688201904 (2.246729711515714) | > loss_disc_real_0: 0.16040641069412231 (0.13805295250057117) | > loss_disc_real_1: 0.19635583460330963 (0.1877815344956069) | > loss_disc_real_2: 0.22325696051120758 (0.20262210677682824) | > loss_disc_real_3: 0.23146574199199677 (0.20540417031904237) | > loss_disc_real_4: 0.20859144628047943 (0.20689133838214704) | > loss_disc_real_5: 0.22998303174972534 (0.2061218921325903) | > loss_0: 2.3213393688201904 (2.246729711515714) | > grad_norm_0: tensor(50.4525, device='cuda:0') (tensor(52.0806, device='cuda:0')) | > loss_gen: 2.644188404083252 (2.755454223767846) | > loss_kl: 2.1204566955566406 (2.1284822162273707) | > loss_feat: 7.528382301330566 (8.390592034939113) | > loss_mel: 13.444318771362305 (15.018934452428226) | > loss_duration: 1.5751032829284668 (1.5991113576213871) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.312450408935547 (29.892574479094648) | > grad_norm_1: tensor(603.6224, device='cuda:0') (tensor(766.9568, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.8843 (0.9256335148769143) | > loader_time: 0.0094 (0.011152136642321024)  --> TIME: 2025-02-21 04:53:05 -- STEP: 163/924 -- GLOBAL_STEP: 185550 | > loss_disc: 2.1935811042785645 (2.2440206580366833) | > loss_disc_real_0: 0.17574788630008698 (0.13559731969072777) | > loss_disc_real_1: 0.2169535756111145 (0.18835240117977006) | > loss_disc_real_2: 0.19904084503650665 (0.201970314047088) | > loss_disc_real_3: 0.21412904560565948 (0.2063057249857604) | > loss_disc_real_4: 0.21570152044296265 (0.20620567319583302) | > loss_disc_real_5: 0.23109830915927887 (0.20642641268990514) | > loss_0: 2.1935811042785645 (2.2440206580366833) | > grad_norm_0: tensor(64.7220, device='cuda:0') (tensor(51.0771, device='cuda:0')) | > loss_gen: 2.984208345413208 (2.7526235317160013) | > loss_kl: 2.1838316917419434 (2.113221382070903) | > loss_feat: 8.251218795776367 (8.365959696974492) | > loss_mel: 15.361659049987793 (14.962713715488926) | > loss_duration: 1.5308235883712769 (1.5985252316012704) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.311742782592773 (29.793043628060744) | > grad_norm_1: tensor(930.6295, device='cuda:0') (tensor(799.5170, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.9045 (0.9241883315923024) | > loader_time: 0.0113 (0.01106533243612278)  --> TIME: 2025-02-21 04:53:52 -- STEP: 213/924 -- GLOBAL_STEP: 185600 | > loss_disc: 2.097170829772949 (2.2465807921449894) | > loss_disc_real_0: 0.057560138404369354 (0.13522423382306317) | > loss_disc_real_1: 0.1841305047273636 (0.18929892498562598) | > loss_disc_real_2: 0.2040882259607315 (0.20244335862392557) | > loss_disc_real_3: 0.19353005290031433 (0.2063112112697861) | > loss_disc_real_4: 0.19618657231330872 (0.20645304408991277) | > loss_disc_real_5: 0.1553686410188675 (0.2052463360935309) | > loss_0: 2.097170829772949 (2.2465807921449894) | > grad_norm_0: tensor(43.5889, device='cuda:0') (tensor(52.0478, device='cuda:0')) | > loss_gen: 2.9019417762756348 (2.751573473075186) | > loss_kl: 2.178945302963257 (2.118527308875966) | > loss_feat: 9.053756713867188 (8.353784502951749) | > loss_mel: 15.796937942504883 (14.959007657189884) | > loss_duration: 1.5949121713638306 (1.596691628577004) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.526493072509766 (29.77958462495759) | > grad_norm_1: tensor(637.3146, device='cuda:0') (tensor(813.7245, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.9386 (0.9245216432311725) | > loader_time: 0.0112 (0.011061348265885187)  --> TIME: 2025-02-21 04:54:39 -- STEP: 263/924 -- GLOBAL_STEP: 185650 | > loss_disc: 2.229661464691162 (2.2456247244497662) | > loss_disc_real_0: 0.07301325350999832 (0.13402798616047595) | > loss_disc_real_1: 0.1429537534713745 (0.18948080336866271) | > loss_disc_real_2: 0.2159448117017746 (0.20298619653335548) | > loss_disc_real_3: 0.20700757205486298 (0.2062454293889238) | > loss_disc_real_4: 0.22086483240127563 (0.20633346357952956) | > loss_disc_real_5: 0.15781725943088531 (0.204732999035614) | > loss_0: 2.229661464691162 (2.2456247244497662) | > grad_norm_0: tensor(44.7281, device='cuda:0') (tensor(52.0200, device='cuda:0')) | > loss_gen: 2.722348690032959 (2.756474441448545) | > loss_kl: 2.1313557624816895 (2.1121319024735086) | > loss_feat: 8.787632942199707 (8.34602746129489) | > loss_mel: 15.370388984680176 (14.924039612251542) | > loss_duration: 1.5808024406433105 (1.5978815845663557) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.592531204223633 (29.736555077730472) | > grad_norm_1: tensor(1172.1125, device='cuda:0') (tensor(811.4135, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.9272 (0.9234488137321327) | > loader_time: 0.0115 (0.011116163812209446)  --> TIME: 2025-02-21 04:55:26 -- STEP: 313/924 -- GLOBAL_STEP: 185700 | > loss_disc: 2.302643299102783 (2.2433187504545944) | > loss_disc_real_0: 0.10457972437143326 (0.132857960467331) | > loss_disc_real_1: 0.17776672542095184 (0.18937302911624368) | > loss_disc_real_2: 0.18479417264461517 (0.20278684875835626) | > loss_disc_real_3: 0.21755395829677582 (0.20614705975063322) | > loss_disc_real_4: 0.20261581242084503 (0.20634651203125054) | > loss_disc_real_5: 0.19936808943748474 (0.20496311450537774) | > loss_0: 2.302643299102783 (2.2433187504545944) | > grad_norm_0: tensor(34.4633, device='cuda:0') (tensor(52.4710, device='cuda:0')) | > loss_gen: 2.6786038875579834 (2.7630023956298824) | > loss_kl: 2.1177401542663574 (2.111309796476516) | > loss_feat: 8.225410461425781 (8.369730608150984) | > loss_mel: 14.967702865600586 (14.941460999437034) | > loss_duration: 1.6352468729019165 (1.5972983037320962) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.624704360961914 (29.78280214912975) | > grad_norm_1: tensor(970.9171, device='cuda:0') (tensor(812.2351, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.9271 (0.9229640092331761) | > loader_time: 0.0107 (0.01119392748457936)  --> TIME: 2025-02-21 04:56:13 -- STEP: 363/924 -- GLOBAL_STEP: 185750 | > loss_disc: 2.125119209289551 (2.2450046178066363) | > loss_disc_real_0: 0.1028863862156868 (0.13285672269535784) | > loss_disc_real_1: 0.21580824255943298 (0.1897748866767595) | > loss_disc_real_2: 0.19104963541030884 (0.2030379095681771) | > loss_disc_real_3: 0.20456889271736145 (0.20676534883575343) | > loss_disc_real_4: 0.19961194694042206 (0.20611381120261416) | > loss_disc_real_5: 0.2301575392484665 (0.20483083431878357) | > loss_0: 2.125119209289551 (2.2450046178066363) | > grad_norm_0: tensor(15.9235, device='cuda:0') (tensor(52.2551, device='cuda:0')) | > loss_gen: 2.8545169830322266 (2.761547243627963) | > loss_kl: 2.3815128803253174 (2.1130883355442807) | > loss_feat: 9.414693832397461 (8.373183130889554) | > loss_mel: 15.920714378356934 (14.94229314346944) | > loss_duration: 1.6310443878173828 (1.5973007491797468) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.202484130859375 (29.787412643432617) | > grad_norm_1: tensor(403.6318, device='cuda:0') (tensor(819.1277, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.9131 (0.9235954002243757) | > loader_time: 0.0102 (0.011208490891890088)  --> TIME: 2025-02-21 04:57:00 -- STEP: 413/924 -- GLOBAL_STEP: 185800 | > loss_disc: 2.333080291748047 (2.243406555265837) | > loss_disc_real_0: 0.162349671125412 (0.13267431776185898) | > loss_disc_real_1: 0.21797630190849304 (0.189838226568901) | > loss_disc_real_2: 0.23229004442691803 (0.20325553987274447) | > loss_disc_real_3: 0.18721356987953186 (0.20607370253625282) | > loss_disc_real_4: 0.1880117803812027 (0.20586729251732264) | > loss_disc_real_5: 0.21387580037117004 (0.20459941556320924) | > loss_0: 2.333080291748047 (2.243406555265837) | > grad_norm_0: tensor(61.8008, device='cuda:0') (tensor(52.0409, device='cuda:0')) | > loss_gen: 2.54866623878479 (2.7641746478277027) | > loss_kl: 2.030726194381714 (2.112922710021528) | > loss_feat: 6.685460567474365 (8.391747736757662) | > loss_mel: 12.216492652893066 (14.949495560320468) | > loss_duration: 1.5486869812011719 (1.5973451475254283) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.030031204223633 (29.815685821791828) | > grad_norm_1: tensor(474.8112, device='cuda:0') (tensor(828.6822, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.8902 (0.9246408523716592) | > loader_time: 0.0134 (0.01125684488772191)  --> TIME: 2025-02-21 04:57:47 -- STEP: 463/924 -- GLOBAL_STEP: 185850 | > loss_disc: 2.43287992477417 (2.244354416175742) | > loss_disc_real_0: 0.27036523818969727 (0.13333929616547577) | > loss_disc_real_1: 0.20761717855930328 (0.18973467661546586) | > loss_disc_real_2: 0.223298117518425 (0.2032276461178489) | > loss_disc_real_3: 0.1986813247203827 (0.20607644074936413) | > loss_disc_real_4: 0.15638969838619232 (0.20597686871210394) | > loss_disc_real_5: 0.18992726504802704 (0.2046537212947017) | > loss_0: 2.43287992477417 (2.244354416175742) | > grad_norm_0: tensor(74.0155, device='cuda:0') (tensor(52.4863, device='cuda:0')) | > loss_gen: 2.5541059970855713 (2.764872451065426) | > loss_kl: 2.1337549686431885 (2.1109680575891883) | > loss_feat: 7.206429958343506 (8.383718015823197) | > loss_mel: 14.289179801940918 (14.94848317049492) | > loss_duration: 1.6007555723190308 (1.5970323925141907) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.784225463867188 (29.805074106797285) | > grad_norm_1: tensor(642.9623, device='cuda:0') (tensor(827.2750, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.8845 (0.9241017337494226) | > loader_time: 0.0102 (0.011242101310911237)  --> TIME: 2025-02-21 04:58:34 -- STEP: 513/924 -- GLOBAL_STEP: 185900 | > loss_disc: 2.1568524837493896 (2.245758449589763) | > loss_disc_real_0: 0.13712447881698608 (0.13299140743693433) | > loss_disc_real_1: 0.15580826997756958 (0.1894675358752294) | > loss_disc_real_2: 0.1703258901834488 (0.20324772822926615) | > loss_disc_real_3: 0.18447598814964294 (0.206226894468592) | > loss_disc_real_4: 0.19398178160190582 (0.2060191887222071) | > loss_disc_real_5: 0.1606275588274002 (0.20542865698216714) | > loss_0: 2.1568524837493896 (2.245758449589763) | > grad_norm_0: tensor(73.5427, device='cuda:0') (tensor(51.6031, device='cuda:0')) | > loss_gen: 2.833343982696533 (2.760829408266391) | > loss_kl: 2.163830280303955 (2.115751919690626) | > loss_feat: 8.367026329040527 (8.380105069738615) | > loss_mel: 15.001708030700684 (14.951176357083385) | > loss_duration: 1.6027549505233765 (1.5970856890111416) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.968664169311523 (29.804948460986044) | > grad_norm_1: tensor(967.1682, device='cuda:0') (tensor(817.4484, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.8791 (0.9235397430888393) | > loader_time: 0.0104 (0.011205843782331972)  --> TIME: 2025-02-21 04:59:21 -- STEP: 563/924 -- GLOBAL_STEP: 185950 | > loss_disc: 2.2417585849761963 (2.243807236424135) | > loss_disc_real_0: 0.14424638450145721 (0.13262312158571693) | > loss_disc_real_1: 0.2054762989282608 (0.18950616146171498) | > loss_disc_real_2: 0.19553561508655548 (0.20307203333288906) | > loss_disc_real_3: 0.2122274786233902 (0.20621416822314056) | > loss_disc_real_4: 0.18083831667900085 (0.20593752371904905) | > loss_disc_real_5: 0.20989957451820374 (0.20545649663487292) | > loss_0: 2.2417585849761963 (2.243807236424135) | > grad_norm_0: tensor(32.1014, device='cuda:0') (tensor(51.7461, device='cuda:0')) | > loss_gen: 2.6266536712646484 (2.7629857262328503) | > loss_kl: 2.0943570137023926 (2.1140870632964366) | > loss_feat: 7.789295196533203 (8.387981524052458) | > loss_mel: 14.602499961853027 (14.951544449977298) | > loss_duration: 1.5955934524536133 (1.5971250974475606) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.70840072631836 (29.813723877522282) | > grad_norm_1: tensor(223.4722, device='cuda:0') (tensor(820.8504, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.9182 (0.9233207346914505) | > loader_time: 0.0107 (0.011203642636802224)  --> TIME: 2025-02-21 05:00:08 -- STEP: 613/924 -- GLOBAL_STEP: 186000 | > loss_disc: 2.2050540447235107 (2.243359864244258) | > loss_disc_real_0: 0.09597472101449966 (0.132180372839505) | > loss_disc_real_1: 0.19365838170051575 (0.18948338991471636) | > loss_disc_real_2: 0.19612424075603485 (0.20299351840093127) | > loss_disc_real_3: 0.19854962825775146 (0.2061899236569008) | > loss_disc_real_4: 0.17122241854667664 (0.2059623956145509) | > loss_disc_real_5: 0.18699267506599426 (0.20544203206726624) | > loss_0: 2.2050540447235107 (2.243359864244258) | > grad_norm_0: tensor(44.7752, device='cuda:0') (tensor(51.9351, device='cuda:0')) | > loss_gen: 2.794233560562134 (2.7635622281234755) | > loss_kl: 2.1556177139282227 (2.1112948764984587) | > loss_feat: 7.882200241088867 (8.39201021972333) | > loss_mel: 14.382591247558594 (14.95695363211204) | > loss_duration: 1.6043076515197754 (1.5968363919032553) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.818950653076172 (29.82065735361121) | > grad_norm_1: tensor(766.6797, device='cuda:0') (tensor(827.3086, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.8858 (0.9231786268959232) | > loader_time: 0.0102 (0.011203173906534766) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_186000.pth  --> TIME: 2025-02-21 05:00:57 -- STEP: 663/924 -- GLOBAL_STEP: 186050 | > loss_disc: 2.113673448562622 (2.2426293192945423) | > loss_disc_real_0: 0.104914091527462 (0.13278438420587) | > loss_disc_real_1: 0.1966521441936493 (0.1894007697589076) | > loss_disc_real_2: 0.19938290119171143 (0.20292149000937404) | > loss_disc_real_3: 0.21629922091960907 (0.20595809997116998) | > loss_disc_real_4: 0.20109231770038605 (0.20581736093103256) | > loss_disc_real_5: 0.18311066925525665 (0.20514995511480766) | > loss_0: 2.113673448562622 (2.2426293192945423) | > grad_norm_0: tensor(29.9846, device='cuda:0') (tensor(52.0697, device='cuda:0')) | > loss_gen: 2.9150466918945312 (2.7666241396246627) | > loss_kl: 2.030256509780884 (2.1088794007740037) | > loss_feat: 9.06575870513916 (8.402928764464093) | > loss_mel: 14.882942199707031 (14.961672473637048) | > loss_duration: 1.548966646194458 (1.596440034754138) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.44297218322754 (29.836544822244083) | > grad_norm_1: tensor(755.5175, device='cuda:0') (tensor(822.9592, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.93 (0.923807945006933) | > loader_time: 0.0112 (0.011233612782635127)  --> TIME: 2025-02-21 05:01:44 -- STEP: 713/924 -- GLOBAL_STEP: 186100 | > loss_disc: 2.062836170196533 (2.241806976758413) | > loss_disc_real_0: 0.06266985833644867 (0.1327972102591568) | > loss_disc_real_1: 0.1570747345685959 (0.18927790832720148) | > loss_disc_real_2: 0.18961691856384277 (0.20274959874520965) | > loss_disc_real_3: 0.2093038707971573 (0.20606437264869792) | > loss_disc_real_4: 0.20290227234363556 (0.20579095815960188) | > loss_disc_real_5: 0.15534743666648865 (0.2050822108440613) | > loss_0: 2.062836170196533 (2.241806976758413) | > grad_norm_0: tensor(46.4544, device='cuda:0') (tensor(51.8996, device='cuda:0')) | > loss_gen: 2.7975871562957764 (2.766825537193373) | > loss_kl: 1.940495252609253 (2.1107880221509987) | > loss_feat: 9.589859008789062 (8.41162528028661) | > loss_mel: 15.389575004577637 (14.965185160055066) | > loss_duration: 1.5973395109176636 (1.5964036053059665) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.314855575561523 (29.850827622380198) | > grad_norm_1: tensor(1072.8851, device='cuda:0') (tensor(824.1867, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.9131 (0.9238135406713499) | > loader_time: 0.0127 (0.011254423296635495)  --> TIME: 2025-02-21 05:02:31 -- STEP: 763/924 -- GLOBAL_STEP: 186150 | > loss_disc: 2.261319398880005 (2.241149290361067) | > loss_disc_real_0: 0.11214207112789154 (0.1325666214904577) | > loss_disc_real_1: 0.1750984787940979 (0.18907836034679149) | > loss_disc_real_2: 0.20667269825935364 (0.20289929687664363) | > loss_disc_real_3: 0.19470039010047913 (0.2059792496781518) | > loss_disc_real_4: 0.2150123417377472 (0.20574443997280625) | > loss_disc_real_5: 0.23716551065444946 (0.2049140406779818) | > loss_0: 2.261319398880005 (2.241149290361067) | > grad_norm_0: tensor(64.0169, device='cuda:0') (tensor(51.8829, device='cuda:0')) | > loss_gen: 2.534994125366211 (2.767446141724194) | > loss_kl: 2.062938928604126 (2.110291866299991) | > loss_feat: 7.486823081970215 (8.412940578410689) | > loss_mel: 14.925841331481934 (14.971396165000346) | > loss_duration: 1.5820541381835938 (1.596491421659529) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.5926513671875 (29.85856617918802) | > grad_norm_1: tensor(404.1735, device='cuda:0') (tensor(822.4033, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.8751 (0.9234536850280561) | > loader_time: 0.0102 (0.011236996981919526)  --> TIME: 2025-02-21 05:03:17 -- STEP: 813/924 -- GLOBAL_STEP: 186200 | > loss_disc: 2.1209380626678467 (2.240512116662103) | > loss_disc_real_0: 0.11529896408319473 (0.1326516441505994) | > loss_disc_real_1: 0.19522856175899506 (0.18914501830880479) | > loss_disc_real_2: 0.20742067694664001 (0.20269330612041267) | > loss_disc_real_3: 0.19976672530174255 (0.20563802836052752) | > loss_disc_real_4: 0.19505250453948975 (0.20561210717662234) | > loss_disc_real_5: 0.21603630483150482 (0.20488286678201598) | > loss_0: 2.1209380626678467 (2.240512116662103) | > grad_norm_0: tensor(75.7328, device='cuda:0') (tensor(52.2105, device='cuda:0')) | > loss_gen: 3.1126582622528076 (2.768762445097921) | > loss_kl: 2.2678680419921875 (2.1121609905988983) | > loss_feat: 9.347784042358398 (8.410613800766715) | > loss_mel: 16.263652801513672 (14.963598046062325) | > loss_duration: 1.5738688707351685 (1.5965538492648528) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.56583023071289 (29.85168912167332) | > grad_norm_1: tensor(1246.0334, device='cuda:0') (tensor(823.2581, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.9124 (0.9225675332443594) | > loader_time: 0.0109 (0.011238589058063138)  --> TIME: 2025-02-21 05:04:03 -- STEP: 863/924 -- GLOBAL_STEP: 186250 | > loss_disc: 2.228762626647949 (2.2408791048363756) | > loss_disc_real_0: 0.10207958519458771 (0.13293278705531572) | > loss_disc_real_1: 0.16701650619506836 (0.18921730887503074) | > loss_disc_real_2: 0.2101343721151352 (0.2027389175438798) | > loss_disc_real_3: 0.20768123865127563 (0.20565379632859213) | > loss_disc_real_4: 0.21068204939365387 (0.205608232842536) | > loss_disc_real_5: 0.22167997062206268 (0.20485230777865904) | > loss_0: 2.228762626647949 (2.2408791048363756) | > grad_norm_0: tensor(34.0856, device='cuda:0') (tensor(52.1369, device='cuda:0')) | > loss_gen: 2.7559046745300293 (2.7691288668476703) | > loss_kl: 2.1104049682617188 (2.1133680919645026) | > loss_feat: 8.454588890075684 (8.414727231994833) | > loss_mel: 14.998376846313477 (14.967880253443713) | > loss_duration: 1.6273915767669678 (1.5966554420157368) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.946666717529297 (29.86175985325253) | > grad_norm_1: tensor(583.1862, device='cuda:0') (tensor(818.1464, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.9206 (0.9217644621847955) | > loader_time: 0.011 (0.011234790397546808)  --> TIME: 2025-02-21 05:04:50 -- STEP: 913/924 -- GLOBAL_STEP: 186300 | > loss_disc: 2.3357648849487305 (2.2410413883340823) | > loss_disc_real_0: 0.20451726019382477 (0.1332626185601275) | > loss_disc_real_1: 0.21082837879657745 (0.1893050330655336) | > loss_disc_real_2: 0.19443807005882263 (0.2026807382653864) | > loss_disc_real_3: 0.1740264743566513 (0.20556716305924924) | > loss_disc_real_4: 0.23244750499725342 (0.20558733916622132) | > loss_disc_real_5: 0.1692337542772293 (0.20473783145794341) | > loss_0: 2.3357648849487305 (2.2410413883340823) | > grad_norm_0: tensor(47.5427, device='cuda:0') (tensor(52.2537, device='cuda:0')) | > loss_gen: 2.8105101585388184 (2.768509975529449) | > loss_kl: 2.0967414379119873 (2.117660751347997) | > loss_feat: 8.878154754638672 (8.41642624968897) | > loss_mel: 16.092100143432617 (14.973780623662641) | > loss_duration: 1.6014888286590576 (1.5963018260414747) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.47899627685547 (29.872679383443977) | > grad_norm_1: tensor(300.8000, device='cuda:0') (tensor(816.6905, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.8853 (0.9210610491553115) | > loader_time: 0.0102 (0.01122882567256331)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2722954750061035 (2.2722954750061035) | > loss_disc_real_0: 0.0922812819480896 (0.0922812819480896) | > loss_disc_real_1: 0.172426238656044 (0.172426238656044) | > loss_disc_real_2: 0.18734344840049744 (0.18734344840049744) | > loss_disc_real_3: 0.19297291338443756 (0.19297291338443756) | > loss_disc_real_4: 0.24438980221748352 (0.24438980221748352) | > loss_disc_real_5: 0.19116416573524475 (0.19116416573524475) | > loss_0: 2.2722954750061035 (2.2722954750061035) | > loss_gen: 2.342940330505371 (2.342940330505371) | > loss_kl: 1.9501502513885498 (1.9501502513885498) | > loss_feat: 8.072500228881836 (8.072500228881836) | > loss_mel: 14.78968620300293 (14.78968620300293) | > loss_duration: 1.6755917072296143 (1.6755917072296143) | > loss_1: 28.830869674682617 (28.830869674682617)  --> STEP: 1 | > loss_disc: 2.2872252464294434 (2.2872252464294434) | > loss_disc_real_0: 0.12449926137924194 (0.12449926137924194) | > loss_disc_real_1: 0.19346557557582855 (0.19346557557582855) | > loss_disc_real_2: 0.22368064522743225 (0.22368064522743225) | > loss_disc_real_3: 0.18519726395606995 (0.18519726395606995) | > loss_disc_real_4: 0.2245817482471466 (0.2245817482471466) | > loss_disc_real_5: 0.18929412961006165 (0.18929412961006165) | > loss_0: 2.2872252464294434 (2.2872252464294434) | > loss_gen: 2.404306173324585 (2.404306173324585) | > loss_kl: 1.8404825925827026 (1.8404825925827026) | > loss_feat: 7.561230182647705 (7.561230182647705) | > loss_mel: 14.01630687713623 (14.01630687713623) | > loss_duration: 1.6875498294830322 (1.6875498294830322) | > loss_1: 27.50987434387207 (27.50987434387207)  --> STEP: 2 | > loss_disc: 2.3632938861846924 (2.325259566307068) | > loss_disc_real_0: 0.13443684577941895 (0.12946805357933044) | > loss_disc_real_1: 0.1999920755624771 (0.19672882556915283) | > loss_disc_real_2: 0.1971481293439865 (0.21041438728570938) | > loss_disc_real_3: 0.20397044718265533 (0.19458385556936264) | > loss_disc_real_4: 0.24657629430294037 (0.2355790212750435) | > loss_disc_real_5: 0.16362908482551575 (0.1764616072177887) | > loss_0: 2.3632938861846924 (2.325259566307068) | > loss_gen: 2.2861015796661377 (2.3452038764953613) | > loss_kl: 2.0952346324920654 (1.967858612537384) | > loss_feat: 7.412226676940918 (7.4867284297943115) | > loss_mel: 13.196333885192871 (13.60632038116455) | > loss_duration: 1.5832245349884033 (1.6353871822357178) | > loss_1: 26.573123931884766 (27.041499137878418)  --> STEP: 3 | > loss_disc: 2.4642961025238037 (2.371605078379313) | > loss_disc_real_0: 0.15373222529888153 (0.13755611081918082) | > loss_disc_real_1: 0.17829877138137817 (0.19058547417322794) | > loss_disc_real_2: 0.1967342048883438 (0.20585432648658752) | > loss_disc_real_3: 0.2343943566083908 (0.20785402258237204) | > loss_disc_real_4: 0.2455751597881317 (0.2389110674460729) | > loss_disc_real_5: 0.23604518175125122 (0.19632279872894287) | > loss_0: 2.4642961025238037 (2.371605078379313) | > loss_gen: 2.3129169940948486 (2.334441582361857) | > loss_kl: 1.992902159690857 (1.9762064615885417) | > loss_feat: 7.162476539611816 (7.3786444664001465) | > loss_mel: 13.325450897216797 (13.512697219848633) | > loss_duration: 1.665735125541687 (1.6455031633377075) | > loss_1: 26.459482192993164 (26.847493489583332)  --> STEP: 4 | > loss_disc: 2.304626226425171 (2.3548603653907776) | > loss_disc_real_0: 0.11226820945739746 (0.13123413547873497) | > loss_disc_real_1: 0.21080352365970612 (0.1956399865448475) | > loss_disc_real_2: 0.19784332811832428 (0.2038515768945217) | > loss_disc_real_3: 0.2044377475976944 (0.20699995383620262) | > loss_disc_real_4: 0.2393641322851181 (0.2390243336558342) | > loss_disc_real_5: 0.18032418191432953 (0.19232314452528954) | > loss_0: 2.304626226425171 (2.3548603653907776) | > loss_gen: 2.4022750854492188 (2.3513999581336975) | > loss_kl: 1.9590448141098022 (1.9719160497188568) | > loss_feat: 7.466172695159912 (7.400526523590088) | > loss_mel: 14.29179573059082 (13.70747184753418) | > loss_duration: 1.7709466218948364 (1.6768640279769897) | > loss_1: 27.890235900878906 (27.108179092407227)  --> STEP: 5 | > loss_disc: 2.2434964179992676 (2.3325875759124757) | > loss_disc_real_0: 0.11010894924402237 (0.12700909823179246) | > loss_disc_real_1: 0.19728301465511322 (0.19596859216690063) | > loss_disc_real_2: 0.16563650965690613 (0.1962085634469986) | > loss_disc_real_3: 0.19151802361011505 (0.20390356779098512) | > loss_disc_real_4: 0.1968003660440445 (0.23057954013347626) | > loss_disc_real_5: 0.18548807501792908 (0.19095613062381744) | > loss_0: 2.2434964179992676 (2.3325875759124757) | > loss_gen: 2.2477242946624756 (2.3306648254394533) | > loss_kl: 1.795170545578003 (1.936566948890686) | > loss_feat: 8.157437324523926 (7.551908683776856) | > loss_mel: 15.470016479492188 (14.059980773925782) | > loss_duration: 1.5584474802017212 (1.653180718421936) | > loss_1: 29.228796005249023 (27.532302474975587) --> EVAL PERFORMANCE | > avg_loader_time: 0.15511598587036132 (+0.004536914825439442) | > avg_loss_disc: 2.3325875759124757 (-0.009688282012939364) | > avg_loss_disc_real_0: 0.12700909823179246 (-0.047897376120090485) | > avg_loss_disc_real_1: 0.19596859216690063 (-0.03645448982715607) | > avg_loss_disc_real_2: 0.1962085634469986 (-0.05321789681911468) | > avg_loss_disc_real_3: 0.20390356779098512 (-0.011051473021507247) | > avg_loss_disc_real_4: 0.23057954013347626 (+0.019162964820861828) | > avg_loss_disc_real_5: 0.19095613062381744 (-0.06394312679767611) | > avg_loss_0: 2.3325875759124757 (-0.009688282012939364) | > avg_loss_gen: 2.3306648254394533 (-0.37962837219238255) | > avg_loss_kl: 1.936566948890686 (-0.01236138343811044) | > avg_loss_feat: 7.551908683776856 (-0.7004680633544913) | > avg_loss_mel: 14.059980773925782 (-1.0795776367187493) | > avg_loss_duration: 1.653180718421936 (+0.006302928924560636) | > avg_loss_1: 27.532302474975587 (-2.165732192993161)  > EPOCH: 152/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 05:05:09)   --> TIME: 2025-02-21 05:05:47 -- STEP: 39/924 -- GLOBAL_STEP: 186350 | > loss_disc: 2.3245456218719482 (2.2495750249960476) | > loss_disc_real_0: 0.2047082930803299 (0.13705227304345521) | > loss_disc_real_1: 0.2025255560874939 (0.19085603646742993) | > loss_disc_real_2: 0.20970606803894043 (0.20149021270947579) | > loss_disc_real_3: 0.21009989082813263 (0.20766598444718581) | > loss_disc_real_4: 0.21240566670894623 (0.20668835173814726) | > loss_disc_real_5: 0.22256281971931458 (0.20210074117550483) | > loss_0: 2.3245456218719482 (2.2495750249960476) | > grad_norm_0: tensor(74.2104, device='cuda:0') (tensor(52.6839, device='cuda:0')) | > loss_gen: 2.907345771789551 (2.803759917234763) | > loss_kl: 2.0717687606811523 (2.116768794182019) | > loss_feat: 8.269148826599121 (8.419648928520008) | > loss_mel: 16.230924606323242 (15.066844059870792) | > loss_duration: 1.5912139415740967 (1.5959368669069731) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.07040023803711 (30.00295819991674) | > grad_norm_1: tensor(994.6830, device='cuda:0') (tensor(886.0661, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.9245 (0.923401367970002) | > loader_time: 0.0119 (0.011096067917652618)  --> TIME: 2025-02-21 05:06:35 -- STEP: 89/924 -- GLOBAL_STEP: 186400 | > loss_disc: 2.296757221221924 (2.24430786759666) | > loss_disc_real_0: 0.12193725258111954 (0.12996481622705294) | > loss_disc_real_1: 0.2184828370809555 (0.1914710171436996) | > loss_disc_real_2: 0.21252429485321045 (0.204049865516384) | > loss_disc_real_3: 0.23598991334438324 (0.20771579879723237) | > loss_disc_real_4: 0.2359575778245926 (0.2063689896564805) | > loss_disc_real_5: 0.22929970920085907 (0.20505408825499288) | > loss_0: 2.296757221221924 (2.24430786759666) | > grad_norm_0: tensor(37.8985, device='cuda:0') (tensor(52.4512, device='cuda:0')) | > loss_gen: 2.6374075412750244 (2.777991522563977) | > loss_kl: 2.104736804962158 (2.117983003680625) | > loss_feat: 7.99805212020874 (8.419284166914696) | > loss_mel: 14.950478553771973 (15.098157839828662) | > loss_duration: 1.5862038135528564 (1.5996236506472812) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.276880264282227 (30.013040092553986) | > grad_norm_1: tensor(887.8558, device='cuda:0') (tensor(854.8895, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.8966 (0.9243752634927128) | > loader_time: 0.0097 (0.011331732353467622)  --> TIME: 2025-02-21 05:07:21 -- STEP: 139/924 -- GLOBAL_STEP: 186450 | > loss_disc: 2.3298869132995605 (2.239437198467393) | > loss_disc_real_0: 0.20834611356258392 (0.12948931204222083) | > loss_disc_real_1: 0.1837102621793747 (0.18957876923272937) | > loss_disc_real_2: 0.1868857592344284 (0.20224952151020653) | > loss_disc_real_3: 0.1941232532262802 (0.20746258576568083) | > loss_disc_real_4: 0.1948733776807785 (0.20598811586554958) | > loss_disc_real_5: 0.2299862504005432 (0.20561301440214938) | > loss_0: 2.3298869132995605 (2.239437198467393) | > grad_norm_0: tensor(78.9769, device='cuda:0') (tensor(54.9532, device='cuda:0')) | > loss_gen: 2.692847728729248 (2.784531607044687) | > loss_kl: 2.0097427368164062 (2.112396029259661) | > loss_feat: 7.932081699371338 (8.440618367503873) | > loss_mel: 14.015389442443848 (15.084020072607686) | > loss_duration: 1.6139891147613525 (1.5983027708616189) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.26405143737793 (30.019868768376412) | > grad_norm_1: tensor(866.4240, device='cuda:0') (tensor(854.5003, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.9087 (0.9208507760823201) | > loader_time: 0.0107 (0.011314352639287496)  --> TIME: 2025-02-21 05:08:08 -- STEP: 189/924 -- GLOBAL_STEP: 186500 | > loss_disc: 2.287144184112549 (2.2315117600102923) | > loss_disc_real_0: 0.12622307240962982 (0.12823510727790935) | > loss_disc_real_1: 0.19691796600818634 (0.18929211850519528) | > loss_disc_real_2: 0.2153017669916153 (0.20149913382908655) | > loss_disc_real_3: 0.19662538170814514 (0.2065386502515702) | > loss_disc_real_4: 0.20131099224090576 (0.20526527365048727) | > loss_disc_real_5: 0.21746942400932312 (0.20531636074421902) | > loss_0: 2.287144184112549 (2.2315117600102923) | > grad_norm_0: tensor(50.7384, device='cuda:0') (tensor(53.0251, device='cuda:0')) | > loss_gen: 2.732045888900757 (2.788422261596358) | > loss_kl: 2.331890344619751 (2.126459364537839) | > loss_feat: 8.492754936218262 (8.480657363064074) | > loss_mel: 16.184648513793945 (15.111019740028986) | > loss_duration: 1.5702064037322998 (1.595479139575252) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.31154441833496 (30.102037833481237) | > grad_norm_1: tensor(837.1070, device='cuda:0') (tensor(853.9453, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.9374 (0.9195754755110968) | > loader_time: 0.0121 (0.011186733447685442)  --> TIME: 2025-02-21 05:08:55 -- STEP: 239/924 -- GLOBAL_STEP: 186550 | > loss_disc: 2.2437634468078613 (2.2369835860559633) | > loss_disc_real_0: 0.18115326762199402 (0.13065051184538512) | > loss_disc_real_1: 0.1998976171016693 (0.18918172048724344) | > loss_disc_real_2: 0.21331803500652313 (0.20214992736672757) | > loss_disc_real_3: 0.2391044795513153 (0.20669037459036296) | > loss_disc_real_4: 0.1888614147901535 (0.2053050226746244) | > loss_disc_real_5: 0.2087477147579193 (0.2052956168621654) | > loss_0: 2.2437634468078613 (2.2369835860559633) | > grad_norm_0: tensor(46.2611, device='cuda:0') (tensor(52.7757, device='cuda:0')) | > loss_gen: 2.871662139892578 (2.782587269858836) | > loss_kl: 2.072103500366211 (2.131338334482584) | > loss_feat: 8.001087188720703 (8.463717999318654) | > loss_mel: 14.205212593078613 (15.056010621362152) | > loss_duration: 1.5911965370178223 (1.59680176329912) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.741262435913086 (30.03045596837) | > grad_norm_1: tensor(853.4153, device='cuda:0') (tensor(831.8619, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.9059 (0.9204407286943252) | > loader_time: 0.0106 (0.011285909548962962)  --> TIME: 2025-02-21 05:09:41 -- STEP: 289/924 -- GLOBAL_STEP: 186600 | > loss_disc: 2.1747233867645264 (2.2346672289924228) | > loss_disc_real_0: 0.0668034479022026 (0.13115263284283935) | > loss_disc_real_1: 0.18603762984275818 (0.18927411683496717) | > loss_disc_real_2: 0.21108056604862213 (0.2020529209536252) | > loss_disc_real_3: 0.22855296730995178 (0.20599633176846488) | > loss_disc_real_4: 0.2390006184577942 (0.2052953953252119) | > loss_disc_real_5: 0.2113613337278366 (0.20510426375073956) | > loss_0: 2.1747233867645264 (2.2346672289924228) | > grad_norm_0: tensor(34.0815, device='cuda:0') (tensor(52.0916, device='cuda:0')) | > loss_gen: 2.83417010307312 (2.783977897109458) | > loss_kl: 2.2788093090057373 (2.1234372264373675) | > loss_feat: 8.630831718444824 (8.466067545141724) | > loss_mel: 14.604679107666016 (15.038622486550091) | > loss_duration: 1.620972752571106 (1.5974013355776513) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.969463348388672 (30.009506443380072) | > grad_norm_1: tensor(930.6434, device='cuda:0') (tensor(835.4442, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.9145 (0.9202553937179407) | > loader_time: 0.0115 (0.011309413348927214)  --> TIME: 2025-02-21 05:10:29 -- STEP: 339/924 -- GLOBAL_STEP: 186650 | > loss_disc: 2.148505449295044 (2.2401847652981077) | > loss_disc_real_0: 0.14282426238059998 (0.13229749860533208) | > loss_disc_real_1: 0.18158550560474396 (0.18918222786754282) | > loss_disc_real_2: 0.2254846841096878 (0.2023827681938807) | > loss_disc_real_3: 0.1998167186975479 (0.20640737209524027) | > loss_disc_real_4: 0.18959259986877441 (0.2055219968335819) | > loss_disc_real_5: 0.22013573348522186 (0.20564962650998148) | > loss_0: 2.148505449295044 (2.2401847652981077) | > grad_norm_0: tensor(33.4906, device='cuda:0') (tensor(51.0347, device='cuda:0')) | > loss_gen: 2.7719712257385254 (2.777370406463082) | > loss_kl: 2.147233724594116 (2.1177656516916294) | > loss_feat: 8.825961112976074 (8.449251450620213) | > loss_mel: 15.612585067749023 (15.054076436698262) | > loss_duration: 1.582202434539795 (1.597393212065232) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.93995475769043 (29.995857069977617) | > grad_norm_1: tensor(770.2619, device='cuda:0') (tensor(812.3530, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.9286 (0.922299319663934) | > loader_time: 0.0117 (0.011278923282229443)  --> TIME: 2025-02-21 05:11:16 -- STEP: 389/924 -- GLOBAL_STEP: 186700 | > loss_disc: 2.2333805561065674 (2.2389155071621416) | > loss_disc_real_0: 0.06230877712368965 (0.13124305318207846) | > loss_disc_real_1: 0.16797663271427155 (0.18932566973727896) | > loss_disc_real_2: 0.18501128256320953 (0.20262681158465407) | > loss_disc_real_3: 0.1741177886724472 (0.20578239574683663) | > loss_disc_real_4: 0.17881876230239868 (0.20585973016860254) | > loss_disc_real_5: 0.19360247254371643 (0.20572376599808276) | > loss_0: 2.2333805561065674 (2.2389155071621416) | > grad_norm_0: tensor(37.8758, device='cuda:0') (tensor(50.8839, device='cuda:0')) | > loss_gen: 2.639821767807007 (2.7750015908464376) | > loss_kl: 2.0242626667022705 (2.1156345654882336) | > loss_feat: 8.490001678466797 (8.446451205520823) | > loss_mel: 14.567639350891113 (15.052311156893143) | > loss_duration: 1.5993703603744507 (1.5974061813942875) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.321096420288086 (29.986804623836722) | > grad_norm_1: tensor(994.2305, device='cuda:0') (tensor(827.6403, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.9446 (0.9226839781420396) | > loader_time: 0.0135 (0.011342709965448458)  --> TIME: 2025-02-21 05:12:03 -- STEP: 439/924 -- GLOBAL_STEP: 186750 | > loss_disc: 2.1369524002075195 (2.236097202757229) | > loss_disc_real_0: 0.10405988246202469 (0.1307350042740685) | > loss_disc_real_1: 0.18027694523334503 (0.1891531164933989) | > loss_disc_real_2: 0.20437021553516388 (0.20242510657918752) | > loss_disc_real_3: 0.22371362149715424 (0.20567635173542353) | > loss_disc_real_4: 0.22220522165298462 (0.20588595730704443) | > loss_disc_real_5: 0.1897476464509964 (0.20517928643758854) | > loss_0: 2.1369524002075195 (2.236097202757229) | > grad_norm_0: tensor(49.4678, device='cuda:0') (tensor(51.4552, device='cuda:0')) | > loss_gen: 2.874692678451538 (2.7780264222268913) | > loss_kl: 1.956752061843872 (2.1071832000801947) | > loss_feat: 9.344403266906738 (8.452533277672348) | > loss_mel: 15.117465019226074 (15.056323772682417) | > loss_duration: 1.5934581756591797 (1.5974328183910567) | > amp_scaler: 256.0 (128.5831435079727) | > loss_1: 30.88677215576172 (29.991499412032628) | > grad_norm_1: tensor(1026.0979, device='cuda:0') (tensor(842.3070, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.9107 (0.9231203791763897) | > loader_time: 0.0094 (0.01136129103380347)  --> TIME: 2025-02-21 05:12:50 -- STEP: 489/924 -- GLOBAL_STEP: 186800 | > loss_disc: 2.2609360218048096 (2.2351625896914156) | > loss_disc_real_0: 0.07748100161552429 (0.12985418785691016) | > loss_disc_real_1: 0.18210750818252563 (0.18930274095759558) | > loss_disc_real_2: 0.18045467138290405 (0.20252101909529213) | > loss_disc_real_3: 0.18811866641044617 (0.20559396943675473) | > loss_disc_real_4: 0.20054258406162262 (0.20564178476426262) | > loss_disc_real_5: 0.1840202659368515 (0.20506231325291902) | > loss_0: 2.2609360218048096 (2.2351625896914156) | > grad_norm_0: tensor(47.7388, device='cuda:0') (tensor(51.7689, device='cuda:0')) | > loss_gen: 2.771522283554077 (2.780336054799991) | > loss_kl: 2.1378703117370605 (2.1044702320254927) | > loss_feat: 8.689215660095215 (8.451456200613325) | > loss_mel: 15.006254196166992 (15.05211142869571) | > loss_duration: 1.5912750959396362 (1.597655094474371) | > amp_scaler: 128.0 (137.68507157464217) | > loss_1: 30.196136474609375 (29.986028928698207) | > grad_norm_1: tensor(989.2962, device='cuda:0') (tensor(838.0873, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.9039 (0.9234494109826585) | > loader_time: 0.0109 (0.011372140092596203)  --> TIME: 2025-02-21 05:13:37 -- STEP: 539/924 -- GLOBAL_STEP: 186850 | > loss_disc: 2.1720855236053467 (2.236893571152982) | > loss_disc_real_0: 0.1388431340456009 (0.130652194134269) | > loss_disc_real_1: 0.16832990944385529 (0.18909143873512854) | > loss_disc_real_2: 0.1826392412185669 (0.20240244982636263) | > loss_disc_real_3: 0.19733087718486786 (0.20584197599503012) | > loss_disc_real_4: 0.23290905356407166 (0.20586886637064883) | > loss_disc_real_5: 0.1975637674331665 (0.2052109904435216) | > loss_0: 2.1720855236053467 (2.236893571152982) | > grad_norm_0: tensor(38.2713, device='cuda:0') (tensor(51.6677, device='cuda:0')) | > loss_gen: 2.8128154277801514 (2.7792582777302877) | > loss_kl: 2.049203872680664 (2.108636121802961) | > loss_feat: 8.424875259399414 (8.456431588790416) | > loss_mel: 16.02431297302246 (15.072342317046836) | > loss_duration: 1.645322322845459 (1.5978732949506371) | > amp_scaler: 128.0 (136.78664192949915) | > loss_1: 30.95652961730957 (30.01454152335484) | > grad_norm_1: tensor(557.2910, device='cuda:0') (tensor(825.4943, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.9615 (0.9233996213477706) | > loader_time: 0.0158 (0.011378063120514655)  --> TIME: 2025-02-21 05:14:24 -- STEP: 589/924 -- GLOBAL_STEP: 186900 | > loss_disc: 2.34972882270813 (2.235959708791843) | > loss_disc_real_0: 0.2335619032382965 (0.13068350181869012) | > loss_disc_real_1: 0.1886192411184311 (0.18919096801094779) | > loss_disc_real_2: 0.23032350838184357 (0.20231295894382356) | > loss_disc_real_3: 0.23489120602607727 (0.20569340257268198) | > loss_disc_real_4: 0.22997266054153442 (0.20566264232573184) | > loss_disc_real_5: 0.24766522645950317 (0.20553755664056342) | > loss_0: 2.34972882270813 (2.235959708791843) | > grad_norm_0: tensor(111.0090, device='cuda:0') (tensor(50.9829, device='cuda:0')) | > loss_gen: 2.855975389480591 (2.7775726808149663) | > loss_kl: 1.990022897720337 (2.1087342209241227) | > loss_feat: 9.120307922363281 (8.456971405722294) | > loss_mel: 15.478398323059082 (15.06825955331022) | > loss_duration: 1.5773377418518066 (1.597372889923523) | > amp_scaler: 128.0 (136.04074702886254) | > loss_1: 31.022043228149414 (30.008910715074006) | > grad_norm_1: tensor(912.8006, device='cuda:0') (tensor(823.0304, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.9185 (0.9231904929279269) | > loader_time: 0.0107 (0.011371367653683203)  --> TIME: 2025-02-21 05:15:11 -- STEP: 639/924 -- GLOBAL_STEP: 186950 | > loss_disc: 2.0986592769622803 (2.235703835091869) | > loss_disc_real_0: 0.1334775984287262 (0.13175239306706954) | > loss_disc_real_1: 0.15884889662265778 (0.18900771697921945) | > loss_disc_real_2: 0.18450933694839478 (0.20200260191083133) | > loss_disc_real_3: 0.1856127381324768 (0.2055544871166465) | > loss_disc_real_4: 0.23065508902072906 (0.20556379448919815) | > loss_disc_real_5: 0.22754351794719696 (0.20519266605190636) | > loss_0: 2.0986592769622803 (2.235703835091869) | > grad_norm_0: tensor(74.8329, device='cuda:0') (tensor(51.1070, device='cuda:0')) | > loss_gen: 2.8712058067321777 (2.7784155090463383) | > loss_kl: 2.1732518672943115 (2.112089547379667) | > loss_feat: 9.679158210754395 (8.465497328828393) | > loss_mel: 16.065731048583984 (15.078213612611679) | > loss_duration: 1.601473331451416 (1.5971184689114353) | > amp_scaler: 128.0 (135.41158059467918) | > loss_1: 32.39081954956055 (30.031334415847706) | > grad_norm_1: tensor(1068.2500, device='cuda:0') (tensor(813.7219, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.9266 (0.9239723316753787) | > loader_time: 0.011 (0.011379977720257636)  --> TIME: 2025-02-21 05:15:59 -- STEP: 689/924 -- GLOBAL_STEP: 187000 | > loss_disc: 2.237220048904419 (2.236396643177693) | > loss_disc_real_0: 0.14039118587970734 (0.13166859176101817) | > loss_disc_real_1: 0.267480731010437 (0.18920344356528573) | > loss_disc_real_2: 0.21375159919261932 (0.20204801701755404) | > loss_disc_real_3: 0.2013663351535797 (0.20562119435935305) | > loss_disc_real_4: 0.2131335586309433 (0.20547398202478132) | > loss_disc_real_5: 0.20238059759140015 (0.2049696584528174) | > loss_0: 2.237220048904419 (2.236396643177693) | > grad_norm_0: tensor(49.9194, device='cuda:0') (tensor(51.0027, device='cuda:0')) | > loss_gen: 2.882234573364258 (2.7789584756416583) | > loss_kl: 2.0147154331207275 (2.1132546805158974) | > loss_feat: 7.680783748626709 (8.466710404145541) | > loss_mel: 14.362964630126953 (15.083521783438407) | > loss_duration: 1.569059133529663 (1.5966343189358538) | > amp_scaler: 128.0 (134.87373004354137) | > loss_1: 28.50975799560547 (30.039079599698844) | > grad_norm_1: tensor(689.8423, device='cuda:0') (tensor(808.0757, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.9404 (0.9239684836438847) | > loader_time: 0.013 (0.011428683520401512) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_187000.pth  --> TIME: 2025-02-21 05:16:48 -- STEP: 739/924 -- GLOBAL_STEP: 187050 | > loss_disc: 2.2501015663146973 (2.236974289033345) | > loss_disc_real_0: 0.106114961206913 (0.13175252870390639) | > loss_disc_real_1: 0.18262507021427155 (0.1890618742238202) | > loss_disc_real_2: 0.19021248817443848 (0.20196969891836575) | > loss_disc_real_3: 0.23786240816116333 (0.2058229833760668) | > loss_disc_real_4: 0.23697547614574432 (0.2055913561171223) | > loss_disc_real_5: 0.259041965007782 (0.20526826819241123) | > loss_0: 2.2501015663146973 (2.236974289033345) | > grad_norm_0: tensor(41.7234, device='cuda:0') (tensor(50.8494, device='cuda:0')) | > loss_gen: 2.8663828372955322 (2.776302337969108) | > loss_kl: 1.9418436288833618 (2.1126981378408223) | > loss_feat: 8.06766128540039 (8.461990533888113) | > loss_mel: 16.003461837768555 (15.098797647169059) | > loss_duration: 1.5830460786819458 (1.5966741353152407) | > amp_scaler: 128.0 (134.4086603518269) | > loss_1: 30.46239471435547 (30.0464627210439) | > grad_norm_1: tensor(1127.6626, device='cuda:0') (tensor(800.3732, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.9265 (0.9243925553374749) | > loader_time: 0.0117 (0.01143391238820408)  --> TIME: 2025-02-21 05:17:35 -- STEP: 789/924 -- GLOBAL_STEP: 187100 | > loss_disc: 2.250166893005371 (2.2352790152618645) | > loss_disc_real_0: 0.05584464594721794 (0.13185535868481088) | > loss_disc_real_1: 0.16321668028831482 (0.18891615695373198) | > loss_disc_real_2: 0.228509783744812 (0.20189253545834832) | > loss_disc_real_3: 0.19048148393630981 (0.20562983384528238) | > loss_disc_real_4: 0.1794774830341339 (0.20545878985611074) | > loss_disc_real_5: 0.19507618248462677 (0.2048643711099757) | > loss_0: 2.250166893005371 (2.2352790152618645) | > grad_norm_0: tensor(37.4398, device='cuda:0') (tensor(51.2727, device='cuda:0')) | > loss_gen: 2.7447519302368164 (2.7791466135791354) | > loss_kl: 2.0013790130615234 (2.1110498116496905) | > loss_feat: 9.46927547454834 (8.467535277585432) | > loss_mel: 16.125226974487305 (15.106302038949403) | > loss_duration: 1.5710173845291138 (1.5972625097243354) | > amp_scaler: 128.0 (134.00253485424608) | > loss_1: 31.911651611328125 (30.0612961874262) | > grad_norm_1: tensor(883.6196, device='cuda:0') (tensor(805.7107, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.9169 (0.9239570266544743) | > loader_time: 0.0111 (0.011418208725401054)  --> TIME: 2025-02-21 05:18:21 -- STEP: 839/924 -- GLOBAL_STEP: 187150 | > loss_disc: 2.151339054107666 (2.233449808320784) | > loss_disc_real_0: 0.14243747293949127 (0.1314937589341538) | > loss_disc_real_1: 0.200596883893013 (0.18880077111351629) | > loss_disc_real_2: 0.1740105003118515 (0.20167822073767658) | > loss_disc_real_3: 0.2214464396238327 (0.2056245359462265) | > loss_disc_real_4: 0.1988763064146042 (0.20553493352342725) | > loss_disc_real_5: 0.22124120593070984 (0.20472207486061142) | > loss_0: 2.151339054107666 (2.233449808320784) | > grad_norm_0: tensor(71.1370, device='cuda:0') (tensor(51.5426, device='cuda:0')) | > loss_gen: 3.1524040699005127 (2.7823208836179245) | > loss_kl: 2.364065170288086 (2.111577280656093) | > loss_feat: 9.862046241760254 (8.482138893459364) | > loss_mel: 15.486530303955078 (15.117845454574057) | > loss_duration: 1.60244882106781 (1.5969152319843352) | > amp_scaler: 128.0 (133.6448152562576) | > loss_1: 32.46749496459961 (30.090797694846188) | > grad_norm_1: tensor(924.5541, device='cuda:0') (tensor(811.3846, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.9029 (0.9230789518754161) | > loader_time: 0.0133 (0.011408074109574185)  --> TIME: 2025-02-21 05:19:08 -- STEP: 889/924 -- GLOBAL_STEP: 187200 | > loss_disc: 2.3888015747070312 (2.2343221123762955) | > loss_disc_real_0: 0.1122291311621666 (0.1313308359273574) | > loss_disc_real_1: 0.17607682943344116 (0.18892023560703144) | > loss_disc_real_2: 0.24373137950897217 (0.2018203112318759) | > loss_disc_real_3: 0.20044124126434326 (0.20572007899209271) | > loss_disc_real_4: 0.2104964256286621 (0.20562065603092114) | > loss_disc_real_5: 0.18148043751716614 (0.20489064356808717) | > loss_0: 2.3888015747070312 (2.2343221123762955) | > grad_norm_0: tensor(43.0795, device='cuda:0') (tensor(51.6595, device='cuda:0')) | > loss_gen: 2.4255030155181885 (2.7809851142767448) | > loss_kl: 2.144716262817383 (2.1146486124654476) | > loss_feat: 7.195980548858643 (8.478282915057433) | > loss_mel: 13.962959289550781 (15.125596765189927) | > loss_duration: 1.5901696681976318 (1.5968169578685267) | > amp_scaler: 128.0 (133.32733408323972) | > loss_1: 27.31932830810547 (30.096330333748337) | > grad_norm_1: tensor(669.9507, device='cuda:0') (tensor(812.9669, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.938 (0.9229060136561185) | > loader_time: 0.0117 (0.011410769246962799)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3370704650878906 (2.3370704650878906) | > loss_disc_real_0: 0.20546242594718933 (0.20546242594718933) | > loss_disc_real_1: 0.20505797863006592 (0.20505797863006592) | > loss_disc_real_2: 0.23030482232570648 (0.23030482232570648) | > loss_disc_real_3: 0.2281828671693802 (0.2281828671693802) | > loss_disc_real_4: 0.22404718399047852 (0.22404718399047852) | > loss_disc_real_5: 0.21093693375587463 (0.21093693375587463) | > loss_0: 2.3370704650878906 (2.3370704650878906) | > loss_gen: 2.6457948684692383 (2.6457948684692383) | > loss_kl: 2.1063735485076904 (2.1063735485076904) | > loss_feat: 7.103715419769287 (7.103715419769287) | > loss_mel: 13.858932495117188 (13.858932495117188) | > loss_duration: 1.6736804246902466 (1.6736804246902466) | > loss_1: 27.388498306274414 (27.388498306274414)  --> STEP: 1 | > loss_disc: 2.3770294189453125 (2.3770294189453125) | > loss_disc_real_0: 0.22519706189632416 (0.22519706189632416) | > loss_disc_real_1: 0.20618966221809387 (0.20618966221809387) | > loss_disc_real_2: 0.22772762179374695 (0.22772762179374695) | > loss_disc_real_3: 0.20690743625164032 (0.20690743625164032) | > loss_disc_real_4: 0.2298552244901657 (0.2298552244901657) | > loss_disc_real_5: 0.23952890932559967 (0.23952890932559967) | > loss_0: 2.3770294189453125 (2.3770294189453125) | > loss_gen: 2.5841891765594482 (2.5841891765594482) | > loss_kl: 2.152470111846924 (2.152470111846924) | > loss_feat: 7.295233726501465 (7.295233726501465) | > loss_mel: 14.299278259277344 (14.299278259277344) | > loss_duration: 1.6814301013946533 (1.6814301013946533) | > loss_1: 28.012601852416992 (28.012601852416992)  --> STEP: 2 | > loss_disc: 2.361602544784546 (2.369315981864929) | > loss_disc_real_0: 0.21333003044128418 (0.21926354616880417) | > loss_disc_real_1: 0.19922539591789246 (0.20270752906799316) | > loss_disc_real_2: 0.22323863208293915 (0.22548312693834305) | > loss_disc_real_3: 0.22025272250175476 (0.21358007937669754) | > loss_disc_real_4: 0.23916399478912354 (0.23450960963964462) | > loss_disc_real_5: 0.21841415762901306 (0.22897153347730637) | > loss_0: 2.361602544784546 (2.369315981864929) | > loss_gen: 2.642202615737915 (2.6131958961486816) | > loss_kl: 2.307274580001831 (2.2298723459243774) | > loss_feat: 7.324193477630615 (7.30971360206604) | > loss_mel: 14.005257606506348 (14.152267932891846) | > loss_duration: 1.567184567451477 (1.6243073344230652) | > loss_1: 27.846113204956055 (27.929357528686523)  --> STEP: 3 | > loss_disc: 2.3740246295928955 (2.3708855311075845) | > loss_disc_real_0: 0.1720913052558899 (0.20353946586449942) | > loss_disc_real_1: 0.20490631461143494 (0.20344045758247375) | > loss_disc_real_2: 0.23097577691078186 (0.22731401026248932) | > loss_disc_real_3: 0.2238984853029251 (0.2170195480187734) | > loss_disc_real_4: 0.21601863205432892 (0.2283459504445394) | > loss_disc_real_5: 0.21079710125923157 (0.22291338940461478) | > loss_0: 2.3740246295928955 (2.3708855311075845) | > loss_gen: 2.499271869659424 (2.575221220652262) | > loss_kl: 1.9069979190826416 (2.1222475369771323) | > loss_feat: 7.242417335510254 (7.287281513214111) | > loss_mel: 14.122968673706055 (14.142501513163248) | > loss_duration: 1.6640111207962036 (1.637541929880778) | > loss_1: 27.435667037963867 (27.764794031778973)  --> STEP: 4 | > loss_disc: 2.405789852142334 (2.379611611366272) | > loss_disc_real_0: 0.2033521831035614 (0.2034926451742649) | > loss_disc_real_1: 0.1960456669330597 (0.20159175992012024) | > loss_disc_real_2: 0.2163970172405243 (0.22458476200699806) | > loss_disc_real_3: 0.2580227255821228 (0.22727034240961075) | > loss_disc_real_4: 0.2334044724702835 (0.22961058095097542) | > loss_disc_real_5: 0.22045834362506866 (0.22229962795972824) | > loss_0: 2.405789852142334 (2.379611611366272) | > loss_gen: 2.4987168312072754 (2.5560951232910156) | > loss_kl: 2.0479578971862793 (2.103675127029419) | > loss_feat: 7.15341854095459 (7.253815770149231) | > loss_mel: 13.339183807373047 (13.941672086715698) | > loss_duration: 1.758049726486206 (1.667668879032135) | > loss_1: 26.797325134277344 (27.522926807403564)  --> STEP: 5 | > loss_disc: 2.424089193344116 (2.388507127761841) | > loss_disc_real_0: 0.26612940430641174 (0.21601999700069427) | > loss_disc_real_1: 0.2251417189836502 (0.20630175173282622) | > loss_disc_real_2: 0.24256958067417145 (0.22818172574043274) | > loss_disc_real_3: 0.17489905655384064 (0.21679608523845673) | > loss_disc_real_4: 0.21757706999778748 (0.22720387876033782) | > loss_disc_real_5: 0.25568124651908875 (0.22897595167160034) | > loss_0: 2.424089193344116 (2.388507127761841) | > loss_gen: 2.700657367706299 (2.585007572174072) | > loss_kl: 2.1891236305236816 (2.1207648277282716) | > loss_feat: 9.375570297241211 (7.678166675567627) | > loss_mel: 16.732954025268555 (14.49992847442627) | > loss_duration: 1.5427954196929932 (1.6426941871643066) | > loss_1: 32.541099548339844 (28.52656135559082) --> EVAL PERFORMANCE | > avg_loader_time: 0.15317039489746093 (-0.0019455909729003962) | > avg_loss_disc: 2.388507127761841 (+0.055919551849365146) | > avg_loss_disc_real_0: 0.21601999700069427 (+0.08901089876890181) | > avg_loss_disc_real_1: 0.20630175173282622 (+0.010333159565925593) | > avg_loss_disc_real_2: 0.22818172574043274 (+0.03197316229343414) | > avg_loss_disc_real_3: 0.21679608523845673 (+0.012892517447471608) | > avg_loss_disc_real_4: 0.22720387876033782 (-0.003375661373138439) | > avg_loss_disc_real_5: 0.22897595167160034 (+0.0380198210477829) | > avg_loss_0: 2.388507127761841 (+0.055919551849365146) | > avg_loss_gen: 2.585007572174072 (+0.2543427467346189) | > avg_loss_kl: 2.1207648277282716 (+0.18419787883758554) | > avg_loss_feat: 7.678166675567627 (+0.12625799179077113) | > avg_loss_mel: 14.49992847442627 (+0.4399477005004879) | > avg_loss_duration: 1.6426941871643066 (-0.010486531257629439) | > avg_loss_1: 28.52656135559082 (+0.9942588806152344)  > EPOCH: 153/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 05:19:49)   --> TIME: 2025-02-21 05:20:05 -- STEP: 15/924 -- GLOBAL_STEP: 187250 | > loss_disc: 2.2133846282958984 (2.2179889996846516) | > loss_disc_real_0: 0.09462131559848785 (0.12266986270745596) | > loss_disc_real_1: 0.1884421408176422 (0.18525123993555706) | > loss_disc_real_2: 0.20211617648601532 (0.20090787808100383) | > loss_disc_real_3: 0.19125162065029144 (0.2061086704333623) | > loss_disc_real_4: 0.18968306481838226 (0.2093177169561386) | > loss_disc_real_5: 0.188254714012146 (0.2040649761756261) | > loss_0: 2.2133846282958984 (2.2179889996846516) | > grad_norm_0: tensor(40.8160, device='cuda:0') (tensor(52.7312, device='cuda:0')) | > loss_gen: 2.7567615509033203 (2.794380950927734) | > loss_kl: 2.0954430103302 (2.180632408459981) | > loss_feat: 8.543379783630371 (8.588486448923748) | > loss_mel: 15.288619995117188 (15.329016176859538) | > loss_duration: 1.6083972454071045 (1.5847773631413777) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.292600631713867 (30.477293395996092) | > grad_norm_1: tensor(331.5134, device='cuda:0') (tensor(688.4193, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.9277 (0.9249590078989665) | > loader_time: 0.0099 (0.010943174362182617)  --> TIME: 2025-02-21 05:20:52 -- STEP: 65/924 -- GLOBAL_STEP: 187300 | > loss_disc: 2.3569958209991455 (2.2256406013782204) | > loss_disc_real_0: 0.13449904322624207 (0.1307555721356318) | > loss_disc_real_1: 0.19608555734157562 (0.18809778827887316) | > loss_disc_real_2: 0.22943684458732605 (0.20119799788181597) | > loss_disc_real_3: 0.2305656373500824 (0.20552212435465592) | > loss_disc_real_4: 0.2058599293231964 (0.20602467862459328) | > loss_disc_real_5: 0.2344171553850174 (0.20393124612478108) | > loss_0: 2.3569958209991455 (2.2256406013782204) | > grad_norm_0: tensor(45.3814, device='cuda:0') (tensor(52.0656, device='cuda:0')) | > loss_gen: 2.581097364425659 (2.779003755862896) | > loss_kl: 2.2440690994262695 (2.1034774853633) | > loss_feat: 7.796265602111816 (8.44666274877695) | > loss_mel: 15.27479362487793 (14.941608399611253) | > loss_duration: 1.5666261911392212 (1.5941171077581553) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.46285057067871 (29.86486954322228) | > grad_norm_1: tensor(245.7839, device='cuda:0') (tensor(791.2220, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.9488 (0.9218603647672213) | > loader_time: 0.0112 (0.011240643721360426)  --> TIME: 2025-02-21 05:21:38 -- STEP: 115/924 -- GLOBAL_STEP: 187350 | > loss_disc: 2.3780128955841064 (2.231599712371827) | > loss_disc_real_0: 0.204450786113739 (0.13286553384817165) | > loss_disc_real_1: 0.2108897715806961 (0.18856718306956083) | > loss_disc_real_2: 0.21029986441135406 (0.2015622738910758) | > loss_disc_real_3: 0.2147085964679718 (0.20534655024176057) | > loss_disc_real_4: 0.2598312497138977 (0.2061439547849738) | > loss_disc_real_5: 0.2807150185108185 (0.20317516009444775) | > loss_0: 2.3780128955841064 (2.231599712371827) | > grad_norm_0: tensor(69.6384, device='cuda:0') (tensor(52.5901, device='cuda:0')) | > loss_gen: 2.818490743637085 (2.787250616239465) | > loss_kl: 1.9613031148910522 (2.0842296859492424) | > loss_feat: 6.887333869934082 (8.459065827079442) | > loss_mel: 12.341577529907227 (14.94522121263587) | > loss_duration: 1.6456849575042725 (1.5958608077920002) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.654390335083008 (29.871628172501275) | > grad_norm_1: tensor(676.8659, device='cuda:0') (tensor(818.4523, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.8697 (0.9198641714842423) | > loader_time: 0.0127 (0.011331027487049932)  --> TIME: 2025-02-21 05:22:25 -- STEP: 165/924 -- GLOBAL_STEP: 187400 | > loss_disc: 2.246615409851074 (2.2410320224183984) | > loss_disc_real_0: 0.13969451189041138 (0.13321887627243995) | > loss_disc_real_1: 0.1886540949344635 (0.18981357261990045) | > loss_disc_real_2: 0.17343898117542267 (0.2013823725960471) | > loss_disc_real_3: 0.21471188962459564 (0.205259558558464) | > loss_disc_real_4: 0.2414085417985916 (0.20613113605614863) | > loss_disc_real_5: 0.22770476341247559 (0.2059104602896806) | > loss_0: 2.246615409851074 (2.2410320224183984) | > grad_norm_0: tensor(37.2599, device='cuda:0') (tensor(49.4806, device='cuda:0')) | > loss_gen: 2.659108877182007 (2.7597243930354254) | > loss_kl: 2.15187406539917 (2.094393194083012) | > loss_feat: 8.166987419128418 (8.384882239139445) | > loss_mel: 15.306081771850586 (14.92342683618719) | > loss_duration: 1.6120927333831787 (1.5950605146812664) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.89614486694336 (29.757487175681373) | > grad_norm_1: tensor(894.5852, device='cuda:0') (tensor(743.6706, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.9275 (0.9195364822040905) | > loader_time: 0.0111 (0.011279851740056818)  --> TIME: 2025-02-21 05:23:12 -- STEP: 215/924 -- GLOBAL_STEP: 187450 | > loss_disc: 2.3602170944213867 (2.244053851726441) | > loss_disc_real_0: 0.10325632244348526 (0.13360836185341657) | > loss_disc_real_1: 0.2089644819498062 (0.19109232016774105) | > loss_disc_real_2: 0.23256608843803406 (0.20145839009174077) | > loss_disc_real_3: 0.17991605401039124 (0.20523249084173242) | > loss_disc_real_4: 0.19326375424861908 (0.20639182426208674) | > loss_disc_real_5: 0.18176916241645813 (0.20552862255379212) | > loss_0: 2.3602170944213867 (2.244053851726441) | > grad_norm_0: tensor(44.4124, device='cuda:0') (tensor(49.5388, device='cuda:0')) | > loss_gen: 2.4739975929260254 (2.7622280841649967) | > loss_kl: 2.2836883068084717 (2.103024344666059) | > loss_feat: 7.513164520263672 (8.357573267470961) | > loss_mel: 14.917805671691895 (14.880989030350086) | > loss_duration: 1.5888563394546509 (1.5943122303763095) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.777511596679688 (29.69812697477119) | > grad_norm_1: tensor(691.7736, device='cuda:0') (tensor(769.6703, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.9272 (0.9210840280665907) | > loader_time: 0.0112 (0.011350179273028706)  --> TIME: 2025-02-21 05:23:59 -- STEP: 265/924 -- GLOBAL_STEP: 187500 | > loss_disc: 2.2141852378845215 (2.2447896152172433) | > loss_disc_real_0: 0.154212087392807 (0.13307165063495902) | > loss_disc_real_1: 0.1675902009010315 (0.19150968452669537) | > loss_disc_real_2: 0.16240443289279938 (0.20163535278923103) | > loss_disc_real_3: 0.22014810144901276 (0.20543184797718836) | > loss_disc_real_4: 0.20677410066127777 (0.20651746369757742) | > loss_disc_real_5: 0.21535032987594604 (0.20523993167674767) | > loss_0: 2.2141852378845215 (2.2447896152172433) | > grad_norm_0: tensor(67.1760, device='cuda:0') (tensor(49.8808, device='cuda:0')) | > loss_gen: 2.7383530139923096 (2.7609594417068193) | > loss_kl: 2.200570821762085 (2.1047218093332245) | > loss_feat: 8.74438190460205 (8.358023540928679) | > loss_mel: 15.550899505615234 (14.872772170012851) | > loss_duration: 1.6167857646942139 (1.5958576134915619) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.85099220275879 (29.69233459616607) | > grad_norm_1: tensor(518.3334, device='cuda:0') (tensor(790.7968, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.9299 (0.9206689438729916) | > loader_time: 0.0105 (0.011354482398842866)  --> TIME: 2025-02-21 05:24:46 -- STEP: 315/924 -- GLOBAL_STEP: 187550 | > loss_disc: 2.227879524230957 (2.245053963055685) | > loss_disc_real_0: 0.1398104429244995 (0.1335817642864726) | > loss_disc_real_1: 0.19652241468429565 (0.19134434267642006) | > loss_disc_real_2: 0.20035703480243683 (0.20188022686375506) | > loss_disc_real_3: 0.1727592498064041 (0.20513444443543752) | > loss_disc_real_4: 0.20996060967445374 (0.20630523226563896) | > loss_disc_real_5: 0.21281172335147858 (0.20524185429962855) | > loss_0: 2.227879524230957 (2.245053963055685) | > grad_norm_0: tensor(44.4552, device='cuda:0') (tensor(50.9145, device='cuda:0')) | > loss_gen: 2.6370418071746826 (2.7647500431726866) | > loss_kl: 2.0075764656066895 (2.107064417051889) | > loss_feat: 7.755336284637451 (8.370953944372756) | > loss_mel: 14.716180801391602 (14.93210751972501) | > loss_duration: 1.606480360031128 (1.5955984569731212) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.722614288330078 (29.77047441876124) | > grad_norm_1: tensor(376.1849, device='cuda:0') (tensor(793.2794, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.9251 (0.9209164831373426) | > loader_time: 0.0109 (0.011378965680561367)  --> TIME: 2025-02-21 05:25:33 -- STEP: 365/924 -- GLOBAL_STEP: 187600 | > loss_disc: 2.1255242824554443 (2.245079256410466) | > loss_disc_real_0: 0.08373633772134781 (0.1339975569346179) | > loss_disc_real_1: 0.1998693346977234 (0.19091175990561918) | > loss_disc_real_2: 0.19505088031291962 (0.20154742043312274) | > loss_disc_real_3: 0.21299825608730316 (0.20537121638859787) | > loss_disc_real_4: 0.1803964227437973 (0.20639484463489222) | > loss_disc_real_5: 0.2265585958957672 (0.20515557541830898) | > loss_0: 2.1255242824554443 (2.245079256410466) | > grad_norm_0: tensor(26.2313, device='cuda:0') (tensor(50.6559, device='cuda:0')) | > loss_gen: 2.9830338954925537 (2.760006931383318) | > loss_kl: 1.9665623903274536 (2.1048452599407868) | > loss_feat: 8.985189437866211 (8.349886827599518) | > loss_mel: 14.594545364379883 (14.908212638227905) | > loss_duration: 1.58534836769104 (1.5964155794823007) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.11467933654785 (29.719367301627383) | > grad_norm_1: tensor(995.3362, device='cuda:0') (tensor(800.3692, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.9393 (0.9224488382470117) | > loader_time: 0.0111 (0.011381547091758412)  --> TIME: 2025-02-21 05:26:20 -- STEP: 415/924 -- GLOBAL_STEP: 187650 | > loss_disc: 2.140994071960449 (2.243452231855275) | > loss_disc_real_0: 0.06006481871008873 (0.13444662750305897) | > loss_disc_real_1: 0.1861075460910797 (0.19037533348583313) | > loss_disc_real_2: 0.19948922097682953 (0.20143486667110252) | > loss_disc_real_3: 0.264833003282547 (0.20554501223995025) | > loss_disc_real_4: 0.1969452202320099 (0.2062946395342609) | > loss_disc_real_5: 0.16855944693088531 (0.20535637809928642) | > loss_0: 2.140994071960449 (2.243452231855275) | > grad_norm_0: tensor(24.7372, device='cuda:0') (tensor(50.7170, device='cuda:0')) | > loss_gen: 2.8066771030426025 (2.762804158337147) | > loss_kl: 1.9104105234146118 (2.111703284964504) | > loss_feat: 8.543567657470703 (8.365553392846907) | > loss_mel: 14.672607421875 (14.924544426332035) | > loss_duration: 1.5942457914352417 (1.596613647564348) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.527509689331055 (29.761218987890036) | > grad_norm_1: tensor(718.2827, device='cuda:0') (tensor(800.6843, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.9375 (0.9225680081241102) | > loader_time: 0.0118 (0.011400759938251539)  --> TIME: 2025-02-21 05:27:07 -- STEP: 465/924 -- GLOBAL_STEP: 187700 | > loss_disc: 2.2425808906555176 (2.242903442792994) | > loss_disc_real_0: 0.16458304226398468 (0.13398445807797932) | > loss_disc_real_1: 0.20176897943019867 (0.19016474706511344) | > loss_disc_real_2: 0.2139638215303421 (0.20164280229358256) | > loss_disc_real_3: 0.2107067108154297 (0.20546687360732785) | > loss_disc_real_4: 0.2434345930814743 (0.20607377595158036) | > loss_disc_real_5: 0.1847575604915619 (0.20524015665374776) | > loss_0: 2.2425808906555176 (2.242903442792994) | > grad_norm_0: tensor(33.5210, device='cuda:0') (tensor(50.3433, device='cuda:0')) | > loss_gen: 2.7727127075195312 (2.762555718678302) | > loss_kl: 2.0668718814849854 (2.112265838858902) | > loss_feat: 8.003938674926758 (8.367599971320043) | > loss_mel: 15.045389175415039 (14.94257035204159) | > loss_duration: 1.6156595945358276 (1.5965301921290735) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.50457191467285 (29.781522115071613) | > grad_norm_1: tensor(416.3876, device='cuda:0') (tensor(788.9238, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.9245 (0.9226876961287632) | > loader_time: 0.0107 (0.011403297096170403)  --> TIME: 2025-02-21 05:27:54 -- STEP: 515/924 -- GLOBAL_STEP: 187750 | > loss_disc: 2.4954023361206055 (2.243502700444563) | > loss_disc_real_0: 0.39553892612457275 (0.13512925476703824) | > loss_disc_real_1: 0.1836012899875641 (0.18973897487214467) | > loss_disc_real_2: 0.2216499149799347 (0.20162945201674706) | > loss_disc_real_3: 0.2038014978170395 (0.20535249307896328) | > loss_disc_real_4: 0.22025363147258759 (0.20609205582188173) | > loss_disc_real_5: 0.2631371319293976 (0.20544848909366478) | > loss_0: 2.4954023361206055 (2.243502700444563) | > grad_norm_0: tensor(121.0176, device='cuda:0') (tensor(50.6171, device='cuda:0')) | > loss_gen: 2.8873131275177 (2.7627368292762258) | > loss_kl: 2.053476333618164 (2.111753950998622) | > loss_feat: 8.303820610046387 (8.364706906994572) | > loss_mel: 16.2439022064209 (14.951886745563987) | > loss_duration: 1.5885200500488281 (1.59637707576011) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.07703399658203 (29.787461538222228) | > grad_norm_1: tensor(772.1716, device='cuda:0') (tensor(790.9782, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.9348 (0.9230608028115578) | > loader_time: 0.0112 (0.01140884982729421)  --> TIME: 2025-02-21 05:28:42 -- STEP: 565/924 -- GLOBAL_STEP: 187800 | > loss_disc: 2.1599342823028564 (2.2412212158726375) | > loss_disc_real_0: 0.07978027313947678 (0.13471062931734898) | > loss_disc_real_1: 0.19739681482315063 (0.18947428364669328) | > loss_disc_real_2: 0.187602698802948 (0.2017117118149732) | > loss_disc_real_3: 0.1909240484237671 (0.20516278909898433) | > loss_disc_real_4: 0.22744515538215637 (0.205866394580993) | > loss_disc_real_5: 0.23013396561145782 (0.20538724292959787) | > loss_0: 2.1599342823028564 (2.2412212158726375) | > grad_norm_0: tensor(39.4815, device='cuda:0') (tensor(49.5156, device='cuda:0')) | > loss_gen: 2.842848777770996 (2.7625398175906306) | > loss_kl: 2.028914213180542 (2.1071468228787458) | > loss_feat: 8.747820854187012 (8.373590369773128) | > loss_mel: 15.598753929138184 (14.959858035197296) | > loss_duration: 1.58158278465271 (1.5963087733867947) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.7999210357666 (29.799443850897056) | > grad_norm_1: tensor(1067.4771, device='cuda:0') (tensor(782.8438, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.9066 (0.9237980981843661) | > loader_time: 0.0135 (0.011443192557950984)  --> TIME: 2025-02-21 05:29:29 -- STEP: 615/924 -- GLOBAL_STEP: 187850 | > loss_disc: 2.302669048309326 (2.237730691684938) | > loss_disc_real_0: 0.118559829890728 (0.1341547962066118) | > loss_disc_real_1: 0.15611658990383148 (0.1892386125597527) | > loss_disc_real_2: 0.215481236577034 (0.20149436130271686) | > loss_disc_real_3: 0.1935708075761795 (0.2051029081993956) | > loss_disc_real_4: 0.23238085210323334 (0.20577334734967082) | > loss_disc_real_5: 0.2072923183441162 (0.20468823988505497) | > loss_0: 2.302669048309326 (2.237730691684938) | > grad_norm_0: tensor(50.3247, device='cuda:0') (tensor(49.7390, device='cuda:0')) | > loss_gen: 2.72174072265625 (2.7668411809254483) | > loss_kl: 2.1650781631469727 (2.108102217340859) | > loss_feat: 7.86405086517334 (8.396067691430815) | > loss_mel: 15.206443786621094 (14.974583912671093) | > loss_duration: 1.5992990732192993 (1.5958845758825784) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.556612014770508 (29.841479585228896) | > grad_norm_1: tensor(347.9888, device='cuda:0') (tensor(790.7927, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.9109 (0.9233710238604041) | > loader_time: 0.0102 (0.011430136362711583)  --> TIME: 2025-02-21 05:30:16 -- STEP: 665/924 -- GLOBAL_STEP: 187900 | > loss_disc: 2.032914638519287 (2.235493846943501) | > loss_disc_real_0: 0.11236650496721268 (0.13391577731957993) | > loss_disc_real_1: 0.18467536568641663 (0.1889959973948342) | > loss_disc_real_2: 0.20214903354644775 (0.2013668415241671) | > loss_disc_real_3: 0.2087748795747757 (0.2049191191232294) | > loss_disc_real_4: 0.17856989800930023 (0.2058257279763544) | > loss_disc_real_5: 0.194172665476799 (0.20432254467019462) | > loss_0: 2.032914638519287 (2.235493846943501) | > grad_norm_0: tensor(63.1971, device='cuda:0') (tensor(49.4876, device='cuda:0')) | > loss_gen: 3.10101056098938 (2.769413693506917) | > loss_kl: 2.2712786197662354 (2.111669463143315) | > loss_feat: 10.258319854736328 (8.414489594796553) | > loss_mel: 17.027185440063477 (14.98475217604099) | > loss_duration: 1.5723987817764282 (1.5955815894263132) | > amp_scaler: 128.0 (128.0) | > loss_1: 34.230194091796875 (29.875906518348177) | > grad_norm_1: tensor(1186.8794, device='cuda:0') (tensor(790.9611, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.9338 (0.923548548203662) | > loader_time: 0.0111 (0.011414208089498643)  --> TIME: 2025-02-21 05:31:03 -- STEP: 715/924 -- GLOBAL_STEP: 187950 | > loss_disc: 2.2270328998565674 (2.2327061111276776) | > loss_disc_real_0: 0.1486395299434662 (0.13318014297556205) | > loss_disc_real_1: 0.14741647243499756 (0.18877641733709732) | > loss_disc_real_2: 0.18630309402942657 (0.20115106272530714) | > loss_disc_real_3: 0.19627851247787476 (0.20474975446721058) | > loss_disc_real_4: 0.17006060481071472 (0.20569159759508143) | > loss_disc_real_5: 0.18807506561279297 (0.2041581494512258) | > loss_0: 2.2270328998565674 (2.2327061111276776) | > grad_norm_0: tensor(57.4039, device='cuda:0') (tensor(49.2827, device='cuda:0')) | > loss_gen: 2.7033731937408447 (2.773037904792734) | > loss_kl: 2.274738311767578 (2.112588797582615) | > loss_feat: 8.999227523803711 (8.430223043481785) | > loss_mel: 16.67388343811035 (14.987675137286416) | > loss_duration: 1.6256334781646729 (1.5958240242271156) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.27685546875 (29.89934889253203) | > grad_norm_1: tensor(451.6641, device='cuda:0') (tensor(796.1075, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.9249 (0.9237361677876719) | > loader_time: 0.0107 (0.011448869171676097)  --> TIME: 2025-02-21 05:31:50 -- STEP: 765/924 -- GLOBAL_STEP: 188000 | > loss_disc: 2.343501567840576 (2.2329879790349696) | > loss_disc_real_0: 0.29295551776885986 (0.13354931162560688) | > loss_disc_real_1: 0.19740881025791168 (0.18888661806879464) | > loss_disc_real_2: 0.19766764342784882 (0.20120149108709065) | > loss_disc_real_3: 0.20558950304985046 (0.20486272961096047) | > loss_disc_real_4: 0.2585570216178894 (0.2058425187675002) | > loss_disc_real_5: 0.22542044520378113 (0.2038863474539682) | > loss_0: 2.343501567840576 (2.2329879790349696) | > grad_norm_0: tensor(82.9827, device='cuda:0') (tensor(49.6303, device='cuda:0')) | > loss_gen: 2.8411295413970947 (2.7773374479580575) | > loss_kl: 2.1668899059295654 (2.1119695225572306) | > loss_feat: 7.594857692718506 (8.436856447481633) | > loss_mel: 14.289790153503418 (14.992653860453684) | > loss_duration: 1.642396330833435 (1.5961097957262027) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.535062789916992 (29.914927059996362) | > grad_norm_1: tensor(643.5107, device='cuda:0') (tensor(795.5919, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.9145 (0.9236462256487679) | > loader_time: 0.0112 (0.011440683813656073) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_188000.pth  --> TIME: 2025-02-21 05:32:39 -- STEP: 815/924 -- GLOBAL_STEP: 188050 | > loss_disc: 2.219060182571411 (2.2334018427901454) | > loss_disc_real_0: 0.11257296800613403 (0.1340806029736996) | > loss_disc_real_1: 0.18691688776016235 (0.18895893223080884) | > loss_disc_real_2: 0.19582217931747437 (0.2012451687839133) | > loss_disc_real_3: 0.23057569563388824 (0.20470376685718816) | > loss_disc_real_4: 0.2165890634059906 (0.2057856050919901) | > loss_disc_real_5: 0.19223956763744354 (0.2032482597177014) | > loss_0: 2.219060182571411 (2.2334018427901454) | > grad_norm_0: tensor(52.2908, device='cuda:0') (tensor(49.7128, device='cuda:0')) | > loss_gen: 2.9024415016174316 (2.7787696835453546) | > loss_kl: 2.1507391929626465 (2.112734783500254) | > loss_feat: 8.648885726928711 (8.439817013184715) | > loss_mel: 15.442394256591797 (14.99827222882604) | > loss_duration: 1.614745855331421 (1.5962200308138608) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.759206771850586 (29.925813728753774) | > grad_norm_1: tensor(378.9699, device='cuda:0') (tensor(787.6035, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.929 (0.9232595139485926) | > loader_time: 0.0118 (0.011430769902796829)  --> TIME: 2025-02-21 05:33:25 -- STEP: 865/924 -- GLOBAL_STEP: 188100 | > loss_disc: 2.2513365745544434 (2.231525534288039) | > loss_disc_real_0: 0.07413540035486221 (0.13338585388281438) | > loss_disc_real_1: 0.16350875794887543 (0.18899366030458756) | > loss_disc_real_2: 0.18669238686561584 (0.2014284257943919) | > loss_disc_real_3: 0.18578124046325684 (0.20457569615689317) | > loss_disc_real_4: 0.21522299945354462 (0.20559739425692253) | > loss_disc_real_5: 0.21524393558502197 (0.20309726056680513) | > loss_0: 2.2513365745544434 (2.231525534288039) | > grad_norm_0: tensor(24.6486, device='cuda:0') (tensor(49.4576, device='cuda:0')) | > loss_gen: 2.795834541320801 (2.7805729361627853) | > loss_kl: 2.1204419136047363 (2.112686634477169) | > loss_feat: 9.130094528198242 (8.453699904094545) | > loss_mel: 16.660741806030273 (15.005806226123962) | > loss_duration: 1.5790650844573975 (1.596308086097585) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.28617477416992 (29.949073773863688) | > grad_norm_1: tensor(881.2378, device='cuda:0') (tensor(790.4667, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.9415 (0.9225553223163406) | > loader_time: 0.0115 (0.011419702540932358)  --> TIME: 2025-02-21 05:34:11 -- STEP: 915/924 -- GLOBAL_STEP: 188150 | > loss_disc: 2.120225667953491 (2.229481073155427) | > loss_disc_real_0: 0.1296471357345581 (0.133051450526128) | > loss_disc_real_1: 0.17913252115249634 (0.1887805684342409) | > loss_disc_real_2: 0.14840185642242432 (0.20125158730426115) | > loss_disc_real_3: 0.21478934586048126 (0.20455425865337498) | > loss_disc_real_4: 0.21112287044525146 (0.20560829530322483) | > loss_disc_real_5: 0.1965276598930359 (0.20296105757111407) | > loss_0: 2.120225667953491 (2.229481073155427) | > grad_norm_0: tensor(56.5717, device='cuda:0') (tensor(49.7114, device='cuda:0')) | > loss_gen: 2.8882455825805664 (2.783887704213462) | > loss_kl: 2.0131239891052246 (2.112747905423739) | > loss_feat: 9.135696411132812 (8.466009239551148) | > loss_mel: 15.598082542419434 (15.013873772542983) | > loss_duration: 1.5477287769317627 (1.595968838467624) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.182876586914062 (29.972487444434663) | > grad_norm_1: tensor(990.4504, device='cuda:0') (tensor(792.1425, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.8771 (0.9217081059523619) | > loader_time: 0.0094 (0.011391635800971356)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4155709743499756 (2.4155709743499756) | > loss_disc_real_0: 0.10987238585948944 (0.10987238585948944) | > loss_disc_real_1: 0.2635580897331238 (0.2635580897331238) | > loss_disc_real_2: 0.2509896457195282 (0.2509896457195282) | > loss_disc_real_3: 0.2137434482574463 (0.2137434482574463) | > loss_disc_real_4: 0.23384632170200348 (0.23384632170200348) | > loss_disc_real_5: 0.23979739844799042 (0.23979739844799042) | > loss_0: 2.4155709743499756 (2.4155709743499756) | > loss_gen: 2.4872262477874756 (2.4872262477874756) | > loss_kl: 1.9204221963882446 (1.9204221963882446) | > loss_feat: 7.236601829528809 (7.236601829528809) | > loss_mel: 13.923014640808105 (13.923014640808105) | > loss_duration: 1.6788604259490967 (1.6788604259490967) | > loss_1: 27.246126174926758 (27.246126174926758)  --> STEP: 1 | > loss_disc: 2.3961105346679688 (2.3961105346679688) | > loss_disc_real_0: 0.11226304620504379 (0.11226304620504379) | > loss_disc_real_1: 0.24429439008235931 (0.24429439008235931) | > loss_disc_real_2: 0.22167952358722687 (0.22167952358722687) | > loss_disc_real_3: 0.21198171377182007 (0.21198171377182007) | > loss_disc_real_4: 0.23578393459320068 (0.23578393459320068) | > loss_disc_real_5: 0.2842707633972168 (0.2842707633972168) | > loss_0: 2.3961105346679688 (2.3961105346679688) | > loss_gen: 2.585319757461548 (2.585319757461548) | > loss_kl: 1.976868748664856 (1.976868748664856) | > loss_feat: 7.787393093109131 (7.787393093109131) | > loss_mel: 14.373122215270996 (14.373122215270996) | > loss_duration: 1.6899950504302979 (1.6899950504302979) | > loss_1: 28.41269874572754 (28.41269874572754)  --> STEP: 2 | > loss_disc: 2.6274752616882324 (2.5117928981781006) | > loss_disc_real_0: 0.13121962547302246 (0.12174133583903313) | > loss_disc_real_1: 0.25603777170181274 (0.25016608089208603) | > loss_disc_real_2: 0.24589404463768005 (0.23378678411245346) | > loss_disc_real_3: 0.2078898847103119 (0.20993579924106598) | > loss_disc_real_4: 0.26114070415496826 (0.24846231937408447) | > loss_disc_real_5: 0.26911208033561707 (0.27669142186641693) | > loss_0: 2.6274752616882324 (2.5117928981781006) | > loss_gen: 2.1785166263580322 (2.38191819190979) | > loss_kl: 1.9636861085891724 (1.9702774286270142) | > loss_feat: 5.819992542266846 (6.803692817687988) | > loss_mel: 11.714930534362793 (13.044026374816895) | > loss_duration: 1.5717568397521973 (1.6308759450912476) | > loss_1: 23.248882293701172 (25.830790519714355)  --> STEP: 3 | > loss_disc: 2.333573341369629 (2.4523863792419434) | > loss_disc_real_0: 0.10919531434774399 (0.11755932867527008) | > loss_disc_real_1: 0.25010377168655396 (0.2501453111569087) | > loss_disc_real_2: 0.236166849732399 (0.23458013931910196) | > loss_disc_real_3: 0.179995596408844 (0.19995573163032532) | > loss_disc_real_4: 0.21787679195404053 (0.23826714356740317) | > loss_disc_real_5: 0.2200101613998413 (0.2577976683775584) | > loss_0: 2.333573341369629 (2.4523863792419434) | > loss_gen: 2.4430150985717773 (2.4022838274637857) | > loss_kl: 2.0191469192504883 (1.9865672588348389) | > loss_feat: 7.829950332641602 (7.145778656005859) | > loss_mel: 14.449722290039062 (13.512591679890951) | > loss_duration: 1.6713361740112305 (1.6443626880645752) | > loss_1: 28.41317367553711 (26.691584904988606)  --> STEP: 4 | > loss_disc: 2.4889395236968994 (2.4615246653556824) | > loss_disc_real_0: 0.11284762620925903 (0.11638140305876732) | > loss_disc_real_1: 0.28259167075157166 (0.2582569010555744) | > loss_disc_real_2: 0.24397912621498108 (0.23692988604307175) | > loss_disc_real_3: 0.21111001074314117 (0.20274430140852928) | > loss_disc_real_4: 0.24941521883010864 (0.24105416238307953) | > loss_disc_real_5: 0.24260391294956207 (0.2539992295205593) | > loss_0: 2.4889395236968994 (2.4615246653556824) | > loss_gen: 2.3677289485931396 (2.3936451077461243) | > loss_kl: 1.962943434715271 (1.980661302804947) | > loss_feat: 6.28757905960083 (6.931228756904602) | > loss_mel: 12.090373992919922 (13.157037258148193) | > loss_duration: 1.757443904876709 (1.6726329922676086) | > loss_1: 24.4660701751709 (26.13520622253418)  --> STEP: 5 | > loss_disc: 2.847161054611206 (2.538651943206787) | > loss_disc_real_0: 0.16774623095989227 (0.12665436863899232) | > loss_disc_real_1: 0.2465626746416092 (0.25591805577278137) | > loss_disc_real_2: 0.2720477283000946 (0.2439534544944763) | > loss_disc_real_3: 0.1884010136127472 (0.19987564384937287) | > loss_disc_real_4: 0.26305249333381653 (0.24545382857322692) | > loss_disc_real_5: 0.21714243292808533 (0.2466278702020645) | > loss_0: 2.847161054611206 (2.538651943206787) | > loss_gen: 1.726557970046997 (2.260227680206299) | > loss_kl: 1.6784460544586182 (1.920218253135681) | > loss_feat: 2.680098533630371 (6.081002712249756) | > loss_mel: 5.4374494552612305 (11.6131196975708) | > loss_duration: 1.5560047626495361 (1.6493073463439942) | > loss_1: 13.078556060791016 (23.523876190185547) --> EVAL PERFORMANCE | > avg_loader_time: 0.15652899742126464 (+0.003358602523803711) | > avg_loss_disc: 2.538651943206787 (+0.1501448154449463) | > avg_loss_disc_real_0: 0.12665436863899232 (-0.08936562836170195) | > avg_loss_disc_real_1: 0.25591805577278137 (+0.04961630403995515) | > avg_loss_disc_real_2: 0.2439534544944763 (+0.015771728754043562) | > avg_loss_disc_real_3: 0.19987564384937287 (-0.016920441389083857) | > avg_loss_disc_real_4: 0.24545382857322692 (+0.018249949812889105) | > avg_loss_disc_real_5: 0.2466278702020645 (+0.01765191853046416) | > avg_loss_0: 2.538651943206787 (+0.1501448154449463) | > avg_loss_gen: 2.260227680206299 (-0.32477989196777335) | > avg_loss_kl: 1.920218253135681 (-0.2005465745925905) | > avg_loss_feat: 6.081002712249756 (-1.597163963317871) | > avg_loss_mel: 11.6131196975708 (-2.886808776855469) | > avg_loss_duration: 1.6493073463439942 (+0.006613159179687633) | > avg_loss_1: 23.523876190185547 (-5.002685165405275) > BEST MODEL : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/best_model_188159.pth  > EPOCH: 154/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 05:34:30)   --> TIME: 2025-02-21 05:35:10 -- STEP: 41/924 -- GLOBAL_STEP: 188200 | > loss_disc: 2.244438886642456 (2.2256594343883243) | > loss_disc_real_0: 0.15012849867343903 (0.13265261090383296) | > loss_disc_real_1: 0.19657999277114868 (0.18889124546109176) | > loss_disc_real_2: 0.21755297482013702 (0.20321832124779865) | > loss_disc_real_3: 0.1987653523683548 (0.20676107886360912) | > loss_disc_real_4: 0.1819506138563156 (0.20647010025454732) | > loss_disc_real_5: 0.22479024529457092 (0.19686338705260578) | > loss_0: 2.244438886642456 (2.2256594343883243) | > grad_norm_0: tensor(22.5151, device='cuda:0') (tensor(49.6967, device='cuda:0')) | > loss_gen: 2.777054786682129 (2.7586893628283247) | > loss_kl: 1.9080528020858765 (2.113753077460499) | > loss_feat: 7.370500087738037 (8.468882142043695) | > loss_mel: 13.482414245605469 (15.051802867796363) | > loss_duration: 1.6017879247665405 (1.5934461704114589) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.139808654785156 (29.98657338212176) | > grad_norm_1: tensor(463.6206, device='cuda:0') (tensor(611.4193, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.9197 (0.9154936046135135) | > loader_time: 0.0116 (0.01098195517935404)  --> TIME: 2025-02-21 05:35:57 -- STEP: 91/924 -- GLOBAL_STEP: 188250 | > loss_disc: 2.2287230491638184 (2.2289944297664763) | > loss_disc_real_0: 0.06804823875427246 (0.13299216563393784) | > loss_disc_real_1: 0.19752271473407745 (0.19022992318803136) | > loss_disc_real_2: 0.2179550975561142 (0.2017693177356825) | > loss_disc_real_3: 0.19672420620918274 (0.20530402414746338) | > loss_disc_real_4: 0.1810222864151001 (0.2054980199088107) | > loss_disc_real_5: 0.18669958412647247 (0.2003930003105939) | > loss_0: 2.2287230491638184 (2.2289944297664763) | > grad_norm_0: tensor(45.6906, device='cuda:0') (tensor(50.7386, device='cuda:0')) | > loss_gen: 2.773822069168091 (2.780090559969892) | > loss_kl: 2.234267234802246 (2.1222874240560854) | > loss_feat: 8.146262168884277 (8.402403228885525) | > loss_mel: 15.091767311096191 (14.957880051581414) | > loss_duration: 1.5855634212493896 (1.5948601882536333) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.831684112548828 (29.857521287687533) | > grad_norm_1: tensor(921.3431, device='cuda:0') (tensor(727.8009, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.9049 (0.9220455898033394) | > loader_time: 0.0099 (0.011145762034824914)  --> TIME: 2025-02-21 05:36:44 -- STEP: 141/924 -- GLOBAL_STEP: 188300 | > loss_disc: 2.2614476680755615 (2.236326794252327) | > loss_disc_real_0: 0.13471467792987823 (0.13318564787718426) | > loss_disc_real_1: 0.20004461705684662 (0.19037190639803594) | > loss_disc_real_2: 0.19623801112174988 (0.20144329225340635) | > loss_disc_real_3: 0.21789400279521942 (0.20623136126825997) | > loss_disc_real_4: 0.18149334192276 (0.20618017493410312) | > loss_disc_real_5: 0.19749805331230164 (0.20355171060308494) | > loss_0: 2.2614476680755615 (2.236326794252327) | > grad_norm_0: tensor(72.7078, device='cuda:0') (tensor(50.3574, device='cuda:0')) | > loss_gen: 2.6462395191192627 (2.770620195578176) | > loss_kl: 1.9926501512527466 (2.099493162851808) | > loss_feat: 7.688691139221191 (8.358983797384491) | > loss_mel: 14.064314842224121 (14.910247403679165) | > loss_duration: 1.604523777961731 (1.5957697342473565) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.99641990661621 (29.735114171995345) | > grad_norm_1: tensor(999.3599, device='cuda:0') (tensor(764.6656, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.9312 (0.9197890623241451) | > loader_time: 0.0104 (0.01103267432950067)  --> TIME: 2025-02-21 05:37:31 -- STEP: 191/924 -- GLOBAL_STEP: 188350 | > loss_disc: 2.2478299140930176 (2.2318512744304395) | > loss_disc_real_0: 0.07834640890359879 (0.13241924803840546) | > loss_disc_real_1: 0.16700667142868042 (0.1886245566981001) | > loss_disc_real_2: 0.1653728038072586 (0.2018124084354071) | > loss_disc_real_3: 0.23636232316493988 (0.20656176878831778) | > loss_disc_real_4: 0.213466614484787 (0.20558826835991825) | > loss_disc_real_5: 0.2066502869129181 (0.20280486384299412) | > loss_0: 2.2478299140930176 (2.2318512744304395) | > grad_norm_0: tensor(37.6826, device='cuda:0') (tensor(50.6024, device='cuda:0')) | > loss_gen: 2.8606038093566895 (2.778534750663796) | > loss_kl: 2.061199426651001 (2.093881850467302) | > loss_feat: 8.67996883392334 (8.398118061545006) | > loss_mel: 14.829710006713867 (14.901396007437981) | > loss_duration: 1.5660005807876587 (1.5930659446416724) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.997480392456055 (29.764996463715722) | > grad_norm_1: tensor(888.2427, device='cuda:0') (tensor(793.0872, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.9522 (0.9200637540268024) | > loader_time: 0.011 (0.01090394639219914)  --> TIME: 2025-02-21 05:38:18 -- STEP: 241/924 -- GLOBAL_STEP: 188400 | > loss_disc: 2.172682762145996 (2.2276937773613525) | > loss_disc_real_0: 0.2140907496213913 (0.13189924302746656) | > loss_disc_real_1: 0.19688676297664642 (0.1886407539433958) | > loss_disc_real_2: 0.21171753108501434 (0.2015855900355889) | > loss_disc_real_3: 0.1989515721797943 (0.20604613200757516) | > loss_disc_real_4: 0.19540905952453613 (0.20519069875918977) | > loss_disc_real_5: 0.21666164696216583 (0.20239078343161904) | > loss_0: 2.172682762145996 (2.2276937773613525) | > grad_norm_0: tensor(62.7797, device='cuda:0') (tensor(51.5989, device='cuda:0')) | > loss_gen: 3.0682835578918457 (2.786255876058364) | > loss_kl: 2.2050209045410156 (2.098343559320537) | > loss_feat: 9.005999565124512 (8.441049298804824) | > loss_mel: 16.211349487304688 (14.951554599144647) | > loss_duration: 1.6150447130203247 (1.5955474119463402) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.10569763183594 (29.872750634474382) | > grad_norm_1: tensor(1038.6118, device='cuda:0') (tensor(818.6196, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.9463 (0.920515570897779) | > loader_time: 0.0109 (0.010939195442991146)  --> TIME: 2025-02-21 05:39:04 -- STEP: 291/924 -- GLOBAL_STEP: 188450 | > loss_disc: 2.419254779815674 (2.2279125480717408) | > loss_disc_real_0: 0.1779198944568634 (0.13328736970565988) | > loss_disc_real_1: 0.19408658146858215 (0.18832332075051836) | > loss_disc_real_2: 0.21331727504730225 (0.20155513389004054) | > loss_disc_real_3: 0.2062954157590866 (0.20523924429187254) | > loss_disc_real_4: 0.22135107219219208 (0.20506821050471863) | > loss_disc_real_5: 0.1671370565891266 (0.20229780233602757) | > loss_0: 2.419254779815674 (2.2279125480717408) | > grad_norm_0: tensor(67.0570, device='cuda:0') (tensor(52.2545, device='cuda:0')) | > loss_gen: 2.510815143585205 (2.7872490448640375) | > loss_kl: 1.9013808965682983 (2.093004673207339) | > loss_feat: 6.382019519805908 (8.449456670439934) | > loss_mel: 13.042914390563965 (14.953969460582405) | > loss_duration: 1.6079223155975342 (1.5961633691263362) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.445051193237305 (29.879843131783087) | > grad_norm_1: tensor(167.4109, device='cuda:0') (tensor(830.1496, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.9012 (0.920239025784522) | > loader_time: 0.0106 (0.010908018682420874)  --> TIME: 2025-02-21 05:39:52 -- STEP: 341/924 -- GLOBAL_STEP: 188500 | > loss_disc: 2.2488622665405273 (2.226915395854158) | > loss_disc_real_0: 0.11922378093004227 (0.13322282531175803) | > loss_disc_real_1: 0.17771075665950775 (0.18814006644434952) | > loss_disc_real_2: 0.19594739377498627 (0.20124398552077952) | > loss_disc_real_3: 0.2261076271533966 (0.20527824868729388) | > loss_disc_real_4: 0.2423921376466751 (0.20537921511008242) | > loss_disc_real_5: 0.23422084748744965 (0.20224245076130562) | > loss_0: 2.2488622665405273 (2.226915395854158) | > grad_norm_0: tensor(32.1136, device='cuda:0') (tensor(51.7245, device='cuda:0')) | > loss_gen: 2.8122708797454834 (2.789256508399315) | > loss_kl: 2.0676865577697754 (2.08883909990361) | > loss_feat: 8.987445831298828 (8.454408056924759) | > loss_mel: 15.436670303344727 (14.973425126844838) | > loss_duration: 1.5672221183776855 (1.596685130924773) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.871295928955078 (29.902613849583965) | > grad_norm_1: tensor(825.1794, device='cuda:0') (tensor(810.6955, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.9582 (0.9212605275017075) | > loader_time: 0.0102 (0.010948073479437062)  --> TIME: 2025-02-21 05:40:39 -- STEP: 391/924 -- GLOBAL_STEP: 188550 | > loss_disc: 2.1386871337890625 (2.2284339651122447) | > loss_disc_real_0: 0.09953714162111282 (0.13279512242587946) | > loss_disc_real_1: 0.22125566005706787 (0.18834161960407908) | > loss_disc_real_2: 0.230696439743042 (0.20137209515742324) | > loss_disc_real_3: 0.2103109210729599 (0.20537935063967008) | > loss_disc_real_4: 0.2136775106191635 (0.20546841385114528) | > loss_disc_real_5: 0.1719963252544403 (0.20236981017967623) | > loss_0: 2.1386871337890625 (2.2284339651122447) | > grad_norm_0: tensor(46.7741, device='cuda:0') (tensor(51.5734, device='cuda:0')) | > loss_gen: 2.920017957687378 (2.7862590432471936) | > loss_kl: 2.157301425933838 (2.086200684232786) | > loss_feat: 8.50556755065918 (8.43826541022571) | > loss_mel: 16.449962615966797 (14.971523345888729) | > loss_duration: 1.6160913705825806 (1.5968088103682183) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.64893913269043 (29.879057242742284) | > grad_norm_1: tensor(438.7036, device='cuda:0') (tensor(818.8880, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.926 (0.9216004271641411) | > loader_time: 0.0131 (0.010959762441532692)  --> TIME: 2025-02-21 05:41:26 -- STEP: 441/924 -- GLOBAL_STEP: 188600 | > loss_disc: 2.2214179039001465 (2.229461564498697) | > loss_disc_real_0: 0.10061720758676529 (0.13369907826489347) | > loss_disc_real_1: 0.17569078505039215 (0.18837107586211904) | > loss_disc_real_2: 0.16324026882648468 (0.20146520902104925) | > loss_disc_real_3: 0.19147872924804688 (0.2053875299065021) | > loss_disc_real_4: 0.19358785450458527 (0.20557772826040144) | > loss_disc_real_5: 0.20631082355976105 (0.20212469569274358) | > loss_0: 2.2214179039001465 (2.229461564498697) | > grad_norm_0: tensor(30.0758, device='cuda:0') (tensor(51.9917, device='cuda:0')) | > loss_gen: 2.598097324371338 (2.786771647243543) | > loss_kl: 2.013037919998169 (2.0863071147546735) | > loss_feat: 8.9788179397583 (8.42456728098344) | > loss_mel: 14.675202369689941 (14.95848516433958) | > loss_duration: 1.5907001495361328 (1.5967385774296698) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.855854034423828 (29.852869721497) | > grad_norm_1: tensor(885.9492, device='cuda:0') (tensor(822.4749, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.8804 (0.9224283943911529) | > loader_time: 0.0094 (0.010952407270332042)  --> TIME: 2025-02-21 05:42:13 -- STEP: 491/924 -- GLOBAL_STEP: 188650 | > loss_disc: 2.181854248046875 (2.2269082812330647) | > loss_disc_real_0: 0.08257859945297241 (0.13252210314338198) | > loss_disc_real_1: 0.18339650332927704 (0.18819110987749707) | > loss_disc_real_2: 0.19807180762290955 (0.20117927098347066) | > loss_disc_real_3: 0.1936158835887909 (0.2054450605406052) | > loss_disc_real_4: 0.18462780117988586 (0.20563143428012942) | > loss_disc_real_5: 0.19505925476551056 (0.2019967250753566) | > loss_0: 2.181854248046875 (2.2269082812330647) | > grad_norm_0: tensor(23.1072, device='cuda:0') (tensor(51.2779, device='cuda:0')) | > loss_gen: 2.7487003803253174 (2.7850348284191124) | > loss_kl: 2.3801941871643066 (2.0888213101326802) | > loss_feat: 8.919354438781738 (8.430342469341651) | > loss_mel: 16.680667877197266 (14.953209686667758) | > loss_duration: 1.6235049962997437 (1.5966457310616362) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.35242462158203 (29.85405398677663) | > grad_norm_1: tensor(444.9493, device='cuda:0') (tensor(828.2788, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.951 (0.9229949933691083) | > loader_time: 0.0111 (0.010952119186308137)  --> TIME: 2025-02-21 05:43:00 -- STEP: 541/924 -- GLOBAL_STEP: 188700 | > loss_disc: 2.0933940410614014 (2.225649151475946) | > loss_disc_real_0: 0.08905795961618423 (0.13253703064073497) | > loss_disc_real_1: 0.18454179167747498 (0.18806449730162708) | > loss_disc_real_2: 0.19492174685001373 (0.20124764057382416) | > loss_disc_real_3: 0.20089919865131378 (0.20534394108543996) | > loss_disc_real_4: 0.22155185043811798 (0.20556900946357992) | > loss_disc_real_5: 0.1944676637649536 (0.20195675634412352) | > loss_0: 2.0933940410614014 (2.225649151475946) | > grad_norm_0: tensor(28.0279, device='cuda:0') (tensor(51.9039, device='cuda:0')) | > loss_gen: 2.8652875423431396 (2.7891638419985116) | > loss_kl: 1.9593791961669922 (2.0922940326045483) | > loss_feat: 8.4187593460083 (8.437799357662808) | > loss_mel: 14.04367446899414 (14.949190520535115) | > loss_duration: 1.6143478155136108 (1.5968020649802441) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.90144920349121 (29.865249792440988) | > grad_norm_1: tensor(733.3242, device='cuda:0') (tensor(836.6370, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.9224 (0.9226114040381808) | > loader_time: 0.0111 (0.010962904050477994)  --> TIME: 2025-02-21 05:43:46 -- STEP: 591/924 -- GLOBAL_STEP: 188750 | > loss_disc: 2.1997482776641846 (2.2264930689597113) | > loss_disc_real_0: 0.1452282965183258 (0.13256064618349903) | > loss_disc_real_1: 0.18097126483917236 (0.18816406976954791) | > loss_disc_real_2: 0.22098852694034576 (0.20140157523998345) | > loss_disc_real_3: 0.19352738559246063 (0.2053675222921291) | > loss_disc_real_4: 0.19595828652381897 (0.205580669636452) | > loss_disc_real_5: 0.21402643620967865 (0.20217238106905094) | > loss_0: 2.1997482776641846 (2.2264930689597113) | > grad_norm_0: tensor(52.6490, device='cuda:0') (tensor(51.4073, device='cuda:0')) | > loss_gen: 2.647261381149292 (2.786908250169706) | > loss_kl: 2.135232925415039 (2.0950354218684666) | > loss_feat: 8.156523704528809 (8.434150431967032) | > loss_mel: 15.012595176696777 (14.93441122316467) | > loss_duration: 1.613948106765747 (1.5965429239870124) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.565561294555664 (29.84704822856561) | > grad_norm_1: tensor(694.6395, device='cuda:0') (tensor(825.3344, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.927 (0.9224145747279959) | > loader_time: 0.0102 (0.010976911196248787)  --> TIME: 2025-02-21 05:44:33 -- STEP: 641/924 -- GLOBAL_STEP: 188800 | > loss_disc: 2.2682833671569824 (2.224783828961498) | > loss_disc_real_0: 0.14124372601509094 (0.1319756187126624) | > loss_disc_real_1: 0.2135661095380783 (0.18800010063718897) | > loss_disc_real_2: 0.2116476446390152 (0.20128485502300317) | > loss_disc_real_3: 0.2417517751455307 (0.20544606805219662) | > loss_disc_real_4: 0.22454340755939484 (0.205562131708944) | > loss_disc_real_5: 0.20966283977031708 (0.20191921951618275) | > loss_0: 2.2682833671569824 (2.224783828961498) | > grad_norm_0: tensor(44.7082, device='cuda:0') (tensor(51.6067, device='cuda:0')) | > loss_gen: 2.8450987339019775 (2.7883422925208174) | > loss_kl: 2.078867197036743 (2.0985231896086516) | > loss_feat: 7.895349502563477 (8.45118933572041) | > loss_mel: 14.53862190246582 (14.948133255873753) | > loss_duration: 1.609500765800476 (1.5961562248176422) | > amp_scaler: 128.0 (128.19968798751947) | > loss_1: 28.967437744140625 (29.882344280129846) | > grad_norm_1: tensor(398.0278, device='cuda:0') (tensor(826.0615, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.909 (0.9223290691137686) | > loader_time: 0.0105 (0.010964839581208368)  --> TIME: 2025-02-21 05:45:20 -- STEP: 691/924 -- GLOBAL_STEP: 188850 | > loss_disc: 2.0874316692352295 (2.222303469860781) | > loss_disc_real_0: 0.0862831100821495 (0.13155025421128277) | > loss_disc_real_1: 0.19595539569854736 (0.18784053621519836) | > loss_disc_real_2: 0.2015918344259262 (0.2013057320016165) | > loss_disc_real_3: 0.18964743614196777 (0.20518135675128044) | > loss_disc_real_4: 0.24555085599422455 (0.20533263301625085) | > loss_disc_real_5: 0.1752689927816391 (0.20184479658148216) | > loss_0: 2.0874316692352295 (2.222303469860781) | > grad_norm_0: tensor(39.2506, device='cuda:0') (tensor(51.5671, device='cuda:0')) | > loss_gen: 3.0923540592193604 (2.7925433974535174) | > loss_kl: 2.211878538131714 (2.1007749939447864) | > loss_feat: 9.956283569335938 (8.477480824880423) | > loss_mel: 17.16863250732422 (14.97526767388439) | > loss_duration: 1.641642689704895 (1.595845879245598) | > amp_scaler: 128.0 (128.1852387843705) | > loss_1: 34.07079315185547 (29.941912751811977) | > grad_norm_1: tensor(1194.0295, device='cuda:0') (tensor(825.0630, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.9384 (0.9221868708233757) | > loader_time: 0.0116 (0.01095200896090605)  --> TIME: 2025-02-21 05:46:07 -- STEP: 741/924 -- GLOBAL_STEP: 188900 | > loss_disc: 2.2639882564544678 (2.2252426662264893) | > loss_disc_real_0: 0.045127324759960175 (0.13284428805796566) | > loss_disc_real_1: 0.15881705284118652 (0.18783823333368932) | > loss_disc_real_2: 0.197632297873497 (0.20142669889286619) | > loss_disc_real_3: 0.20539310574531555 (0.20511489579712971) | > loss_disc_real_4: 0.1988350749015808 (0.2056554924500615) | > loss_disc_real_5: 0.15887823700904846 (0.20158379656663622) | > loss_0: 2.2639882564544678 (2.2252426662264893) | > grad_norm_0: tensor(45.0878, device='cuda:0') (tensor(51.8700, device='cuda:0')) | > loss_gen: 2.640908718109131 (2.7935190487165347) | > loss_kl: 2.0736911296844482 (2.1025014732852454) | > loss_feat: 8.40757942199707 (8.480855379992654) | > loss_mel: 15.463738441467285 (14.997598954379638) | > loss_duration: 1.6373188495635986 (1.5958468220655413) | > amp_scaler: 128.0 (128.1727395411606) | > loss_1: 30.223237991333008 (29.970321657847457) | > grad_norm_1: tensor(598.1476, device='cuda:0') (tensor(824.3287, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.8887 (0.9228682775407346) | > loader_time: 0.0101 (0.010937783721326656)  --> TIME: 2025-02-21 05:46:54 -- STEP: 791/924 -- GLOBAL_STEP: 188950 | > loss_disc: 2.1495561599731445 (2.2254804157276387) | > loss_disc_real_0: 0.15692350268363953 (0.13260436885991372) | > loss_disc_real_1: 0.18872886896133423 (0.18798515701715926) | > loss_disc_real_2: 0.2191157341003418 (0.20146432767625702) | > loss_disc_real_3: 0.2097330391407013 (0.20510113553889328) | > loss_disc_real_4: 0.1952267438173294 (0.20559375978978026) | > loss_disc_real_5: 0.23534303903579712 (0.2019646249325326) | > loss_0: 2.1495561599731445 (2.2254804157276387) | > grad_norm_0: tensor(64.3655, device='cuda:0') (tensor(51.7706, device='cuda:0')) | > loss_gen: 2.9379019737243652 (2.7935787308231155) | > loss_kl: 2.027153968811035 (2.1017444493948414) | > loss_feat: 8.14004135131836 (8.48282419655628) | > loss_mel: 14.224519729614258 (15.010165075888073) | > loss_duration: 1.5625110864639282 (1.596285678794803) | > amp_scaler: 128.0 (128.16182048040446) | > loss_1: 28.89212989807129 (29.984598109152465) | > grad_norm_1: tensor(996.6005, device='cuda:0') (tensor(818.5662, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.8819 (0.9220191712023786) | > loader_time: 0.01 (0.010929914551649322)  --> TIME: 2025-02-21 05:47:40 -- STEP: 841/924 -- GLOBAL_STEP: 189000 | > loss_disc: 1.9612512588500977 (2.226839472082368) | > loss_disc_real_0: 0.11049465090036392 (0.13280025707484702) | > loss_disc_real_1: 0.1661752164363861 (0.18813267320075586) | > loss_disc_real_2: 0.17666564881801605 (0.20147342180808855) | > loss_disc_real_3: 0.13969029486179352 (0.2053624912830652) | > loss_disc_real_4: 0.19481328129768372 (0.20557352744583277) | > loss_disc_real_5: 0.13927997648715973 (0.20222152101582488) | > loss_0: 1.9612512588500977 (2.226839472082368) | > grad_norm_0: tensor(50.1606, device='cuda:0') (tensor(51.8607, device='cuda:0')) | > loss_gen: 2.9148035049438477 (2.7921821373679823) | > loss_kl: 2.070871353149414 (2.102989393947523) | > loss_feat: 9.812708854675293 (8.476680511243286) | > loss_mel: 16.163185119628906 (15.008493422327938) | > loss_duration: 1.653313398361206 (1.5960800134611186) | > amp_scaler: 128.0 (128.15219976218776) | > loss_1: 32.6148796081543 (29.976425458928492) | > grad_norm_1: tensor(902.0966, device='cuda:0') (tensor(823.5710, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.9079 (0.9210439181923158) | > loader_time: 0.0107 (0.010923373429868792) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_189000.pth  --> TIME: 2025-02-21 05:48:28 -- STEP: 891/924 -- GLOBAL_STEP: 189050 | > loss_disc: 2.072096824645996 (2.2268930110332006) | > loss_disc_real_0: 0.1315322071313858 (0.1326545521984865) | > loss_disc_real_1: 0.19759012758731842 (0.18804560780659) | > loss_disc_real_2: 0.21244101226329803 (0.2015452997384783) | > loss_disc_real_3: 0.18404869735240936 (0.205367609891961) | > loss_disc_real_4: 0.21101154386997223 (0.20542038572423246) | > loss_disc_real_5: 0.1828957498073578 (0.2022661418391665) | > loss_0: 2.072096824645996 (2.2268930110332006) | > grad_norm_0: tensor(50.0950, device='cuda:0') (tensor(51.3682, device='cuda:0')) | > loss_gen: 3.1236443519592285 (2.791167241555672) | > loss_kl: 2.210484504699707 (2.1054574830497286) | > loss_feat: 8.813374519348145 (8.488016687793506) | > loss_mel: 15.847932815551758 (15.035277345231354) | > loss_duration: 1.578547716140747 (1.5961216868776265) | > amp_scaler: 128.0 (128.14365881032538) | > loss_1: 31.573984146118164 (30.016040429523095) | > grad_norm_1: tensor(1177.7729, device='cuda:0') (tensor(816.3972, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.8975 (0.9203928100273397) | > loader_time: 0.0107 (0.010944013242368345)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3605170249938965 (2.3605170249938965) | > loss_disc_real_0: 0.18102127313613892 (0.18102127313613892) | > loss_disc_real_1: 0.22040799260139465 (0.22040799260139465) | > loss_disc_real_2: 0.19317825138568878 (0.19317825138568878) | > loss_disc_real_3: 0.2143925279378891 (0.2143925279378891) | > loss_disc_real_4: 0.20549878478050232 (0.20549878478050232) | > loss_disc_real_5: 0.23957112431526184 (0.23957112431526184) | > loss_0: 2.3605170249938965 (2.3605170249938965) | > loss_gen: 2.558661460876465 (2.558661460876465) | > loss_kl: 2.2794198989868164 (2.2794198989868164) | > loss_feat: 7.3862199783325195 (7.3862199783325195) | > loss_mel: 13.091547012329102 (13.091547012329102) | > loss_duration: 1.6939334869384766 (1.6939334869384766) | > loss_1: 27.009782791137695 (27.009782791137695)  --> STEP: 1 | > loss_disc: 2.4362080097198486 (2.4362080097198486) | > loss_disc_real_0: 0.20590417087078094 (0.20590417087078094) | > loss_disc_real_1: 0.22438132762908936 (0.22438132762908936) | > loss_disc_real_2: 0.2196889966726303 (0.2196889966726303) | > loss_disc_real_3: 0.23686298727989197 (0.23686298727989197) | > loss_disc_real_4: 0.20809444785118103 (0.20809444785118103) | > loss_disc_real_5: 0.24360628426074982 (0.24360628426074982) | > loss_0: 2.4362080097198486 (2.4362080097198486) | > loss_gen: 2.440187454223633 (2.440187454223633) | > loss_kl: 2.0077505111694336 (2.0077505111694336) | > loss_feat: 6.425713062286377 (6.425713062286377) | > loss_mel: 12.467085838317871 (12.467085838317871) | > loss_duration: 1.6825785636901855 (1.6825785636901855) | > loss_1: 25.023317337036133 (25.023317337036133)  --> STEP: 2 | > loss_disc: 2.408318519592285 (2.422263264656067) | > loss_disc_real_0: 0.16587881743907928 (0.18589149415493011) | > loss_disc_real_1: 0.21777315437793732 (0.22107724100351334) | > loss_disc_real_2: 0.21518009901046753 (0.21743454784154892) | > loss_disc_real_3: 0.24490416049957275 (0.24088357388973236) | > loss_disc_real_4: 0.22937263548374176 (0.2187335416674614) | > loss_disc_real_5: 0.23608532547950745 (0.23984580487012863) | > loss_0: 2.408318519592285 (2.422263264656067) | > loss_gen: 2.520792007446289 (2.480489730834961) | > loss_kl: 2.049513816833496 (2.028632164001465) | > loss_feat: 7.023584365844727 (6.724648714065552) | > loss_mel: 13.257050514221191 (12.862068176269531) | > loss_duration: 1.5712566375732422 (1.6269176006317139) | > loss_1: 26.422197341918945 (25.72275733947754)  --> STEP: 3 | > loss_disc: 2.316596031188965 (2.387040853500366) | > loss_disc_real_0: 0.19035544991493225 (0.18737947940826416) | > loss_disc_real_1: 0.21568596363067627 (0.21928014854590097) | > loss_disc_real_2: 0.2019607275724411 (0.2122766077518463) | > loss_disc_real_3: 0.23414075374603271 (0.2386359671751658) | > loss_disc_real_4: 0.20682135224342346 (0.21476281185944876) | > loss_disc_real_5: 0.2597961723804474 (0.2464959273735682) | > loss_0: 2.316596031188965 (2.387040853500366) | > loss_gen: 2.7287657260894775 (2.5632483959198) | > loss_kl: 1.8973588943481445 (1.9848744074503581) | > loss_feat: 7.86562442779541 (7.104973951975505) | > loss_mel: 15.393391609191895 (13.705842653910318) | > loss_duration: 1.6773791313171387 (1.6437381108601887) | > loss_1: 29.56252098083496 (27.002678553263348)  --> STEP: 4 | > loss_disc: 2.375303030014038 (2.384106397628784) | > loss_disc_real_0: 0.18629811704158783 (0.18710913881659508) | > loss_disc_real_1: 0.22651280462741852 (0.22108831256628036) | > loss_disc_real_2: 0.220600426197052 (0.21435756236314774) | > loss_disc_real_3: 0.2458333969116211 (0.24043532460927963) | > loss_disc_real_4: 0.22250501811504364 (0.21669836342334747) | > loss_disc_real_5: 0.274248331785202 (0.25343402847647667) | > loss_0: 2.375303030014038 (2.384106397628784) | > loss_gen: 2.698028564453125 (2.596943438053131) | > loss_kl: 2.1850509643554688 (2.0349185466766357) | > loss_feat: 7.064584732055664 (7.094876646995544) | > loss_mel: 13.466204643249512 (13.645933151245117) | > loss_duration: 1.7599447965621948 (1.6727897822856903) | > loss_1: 27.173812866210938 (27.045462131500244)  --> STEP: 5 | > loss_disc: 2.386401653289795 (2.3845654487609864) | > loss_disc_real_0: 0.3013262152671814 (0.20995255410671235) | > loss_disc_real_1: 0.2887314260005951 (0.2346169352531433) | > loss_disc_real_2: 0.23379550874233246 (0.21824515163898467) | > loss_disc_real_3: 0.267901211977005 (0.2459285020828247) | > loss_disc_real_4: 0.24001875519752502 (0.22136244177818298) | > loss_disc_real_5: 0.19173400104045868 (0.24109402298927307) | > loss_0: 2.386401653289795 (2.3845654487609864) | > loss_gen: 3.0509371757507324 (2.6877421855926515) | > loss_kl: 1.8060896396636963 (1.989152765274048) | > loss_feat: 7.823763370513916 (7.240653991699219) | > loss_mel: 14.495478630065918 (13.815842247009277) | > loss_duration: 1.5142637491226196 (1.641084575653076) | > loss_1: 28.690532684326172 (27.37447624206543) --> EVAL PERFORMANCE | > avg_loader_time: 0.15546274185180664 (-0.0010662555694579967) | > avg_loss_disc: 2.3845654487609864 (-0.1540864944458007) | > avg_loss_disc_real_0: 0.20995255410671235 (+0.08329818546772003) | > avg_loss_disc_real_1: 0.2346169352531433 (-0.02130112051963806) | > avg_loss_disc_real_2: 0.21824515163898467 (-0.025708302855491638) | > avg_loss_disc_real_3: 0.2459285020828247 (+0.04605285823345184) | > avg_loss_disc_real_4: 0.22136244177818298 (-0.02409138679504394) | > avg_loss_disc_real_5: 0.24109402298927307 (-0.005533847212791432) | > avg_loss_0: 2.3845654487609864 (-0.1540864944458007) | > avg_loss_gen: 2.6877421855926515 (+0.4275145053863527) | > avg_loss_kl: 1.989152765274048 (+0.06893451213836688) | > avg_loss_feat: 7.240653991699219 (+1.159651279449463) | > avg_loss_mel: 13.815842247009277 (+2.2027225494384766) | > avg_loss_duration: 1.641084575653076 (-0.008222770690918146) | > avg_loss_1: 27.37447624206543 (+3.8506000518798835)  > EPOCH: 155/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 05:49:07)   --> TIME: 2025-02-21 05:49:26 -- STEP: 17/924 -- GLOBAL_STEP: 189100 | > loss_disc: 2.2940468788146973 (2.229790954028859) | > loss_disc_real_0: 0.15740177035331726 (0.1298054051311577) | > loss_disc_real_1: 0.18071793019771576 (0.1878217818105922) | > loss_disc_real_2: 0.22573664784431458 (0.1994554794886533) | > loss_disc_real_3: 0.16646772623062134 (0.20155136725481818) | > loss_disc_real_4: 0.185537189245224 (0.2105372591930277) | > loss_disc_real_5: 0.16973964869976044 (0.19076088158523336) | > loss_0: 2.2940468788146973 (2.229790954028859) | > grad_norm_0: tensor(46.2810, device='cuda:0') (tensor(58.4871, device='cuda:0')) | > loss_gen: 2.6442811489105225 (2.7906000754412483) | > loss_kl: 2.1784732341766357 (2.1415718793869023) | > loss_feat: 7.392381191253662 (8.525989223929013) | > loss_mel: 13.115791320800781 (15.063701180850758) | > loss_duration: 1.609468698501587 (1.5829654090544756) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.94039535522461 (30.104827319874484) | > grad_norm_1: tensor(713.5568, device='cuda:0') (tensor(826.6372, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.9352 (0.9249435312607709) | > loader_time: 0.0109 (0.010733351987950942)  --> TIME: 2025-02-21 05:50:12 -- STEP: 67/924 -- GLOBAL_STEP: 189150 | > loss_disc: 2.2901830673217773 (2.225818021973568) | > loss_disc_real_0: 0.11797789484262466 (0.12638969941815334) | > loss_disc_real_1: 0.2024390995502472 (0.18858740890204018) | > loss_disc_real_2: 0.2020854651927948 (0.20221210437924114) | > loss_disc_real_3: 0.16906067728996277 (0.20467524742012594) | > loss_disc_real_4: 0.19090135395526886 (0.20717647916345455) | > loss_disc_real_5: 0.19363102316856384 (0.2033178797408716) | > loss_0: 2.2901830673217773 (2.225818021973568) | > grad_norm_0: tensor(34.0794, device='cuda:0') (tensor(49.1656, device='cuda:0')) | > loss_gen: 2.4945178031921387 (2.7698442651264705) | > loss_kl: 2.0664515495300293 (2.1173765534785267) | > loss_feat: 7.899242401123047 (8.472461885480735) | > loss_mel: 14.385046005249023 (14.966669410022337) | > loss_duration: 1.6043751239776611 (1.5925884157864016) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.449634552001953 (29.918940359087134) | > grad_norm_1: tensor(728.0974, device='cuda:0') (tensor(829.3292, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.9084 (0.9212326185027165) | > loader_time: 0.0104 (0.010944320194756807)  --> TIME: 2025-02-21 05:50:59 -- STEP: 117/924 -- GLOBAL_STEP: 189200 | > loss_disc: 2.317418098449707 (2.2279541675861076) | > loss_disc_real_0: 0.2504761815071106 (0.13276538412030944) | > loss_disc_real_1: 0.1878591924905777 (0.18831853861482734) | > loss_disc_real_2: 0.18583470582962036 (0.20093774477131346) | > loss_disc_real_3: 0.22276896238327026 (0.20544259848757687) | > loss_disc_real_4: 0.20412039756774902 (0.20593707874799386) | > loss_disc_real_5: 0.2181314378976822 (0.20138003543401375) | > loss_0: 2.317418098449707 (2.2279541675861076) | > grad_norm_0: tensor(70.8381, device='cuda:0') (tensor(52.0989, device='cuda:0')) | > loss_gen: 2.8098106384277344 (2.8048410965846147) | > loss_kl: 2.18021297454834 (2.103651620383957) | > loss_feat: 8.523002624511719 (8.535239839146278) | > loss_mel: 16.060686111450195 (15.107521366869282) | > loss_duration: 1.6099122762680054 (1.5944189536265838) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.183624267578125 (30.1456728715163) | > grad_norm_1: tensor(372.5226, device='cuda:0') (tensor(849.0735, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.8932 (0.9170898392669156) | > loader_time: 0.0093 (0.01083831298045623)  --> TIME: 2025-02-21 05:51:46 -- STEP: 167/924 -- GLOBAL_STEP: 189250 | > loss_disc: 2.2842674255371094 (2.227414882111694) | > loss_disc_real_0: 0.1077275201678276 (0.13154776938661125) | > loss_disc_real_1: 0.1657864898443222 (0.1890103984735683) | > loss_disc_real_2: 0.20133483409881592 (0.2006006929688825) | > loss_disc_real_3: 0.21944275498390198 (0.205395322270736) | > loss_disc_real_4: 0.17347025871276855 (0.20580521359772025) | > loss_disc_real_5: 0.20780594646930695 (0.20284125191008973) | > loss_0: 2.2842674255371094 (2.227414882111694) | > grad_norm_0: tensor(35.4706, device='cuda:0') (tensor(50.9435, device='cuda:0')) | > loss_gen: 2.641206741333008 (2.8048922558744507) | > loss_kl: 2.1482889652252197 (2.1137903621810636) | > loss_feat: 8.002860069274902 (8.561546862482315) | > loss_mel: 15.166585922241211 (15.173314916873407) | > loss_duration: 1.5541788339614868 (1.5942993785092932) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.513118743896484 (30.24784378234498) | > grad_norm_1: tensor(851.5620, device='cuda:0') (tensor(834.7266, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.9122 (0.9183900998737997) | > loader_time: 0.0099 (0.010829434423389551)  --> TIME: 2025-02-21 05:52:32 -- STEP: 217/924 -- GLOBAL_STEP: 189300 | > loss_disc: 2.243220090866089 (2.2299559797559474) | > loss_disc_real_0: 0.09445255249738693 (0.13374913926772816) | > loss_disc_real_1: 0.17571192979812622 (0.18865634583383112) | > loss_disc_real_2: 0.1984245777130127 (0.20065873730841868) | > loss_disc_real_3: 0.1864161193370819 (0.20538302253468246) | > loss_disc_real_4: 0.2038310319185257 (0.20571032283218227) | > loss_disc_real_5: 0.1969052255153656 (0.20233293633032504) | > loss_0: 2.243220090866089 (2.2299559797559474) | > grad_norm_0: tensor(28.3011, device='cuda:0') (tensor(51.4769, device='cuda:0')) | > loss_gen: 2.617227077484131 (2.7937904261224284) | > loss_kl: 2.2096643447875977 (2.1075358511665425) | > loss_feat: 8.75549030303955 (8.498783449972834) | > loss_mel: 15.930610656738281 (15.09913868618451) | > loss_duration: 1.600172519683838 (1.593641355290391) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.1131649017334 (30.092889689080724) | > grad_norm_1: tensor(124.9073, device='cuda:0') (tensor(802.9129, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.94 (0.9195873528581611) | > loader_time: 0.0115 (0.010828047853461064)  --> TIME: 2025-02-21 05:53:19 -- STEP: 267/924 -- GLOBAL_STEP: 189350 | > loss_disc: 2.3103761672973633 (2.2308858030297793) | > loss_disc_real_0: 0.2199985533952713 (0.1333953996331952) | > loss_disc_real_1: 0.196812242269516 (0.18899989848056536) | > loss_disc_real_2: 0.19245077669620514 (0.20082503830672202) | > loss_disc_real_3: 0.2338295578956604 (0.20563339260633517) | > loss_disc_real_4: 0.1918095201253891 (0.2057725613036852) | > loss_disc_real_5: 0.2396768033504486 (0.202433759018723) | > loss_0: 2.3103761672973633 (2.2308858030297793) | > grad_norm_0: tensor(59.5082, device='cuda:0') (tensor(50.8995, device='cuda:0')) | > loss_gen: 2.7386698722839355 (2.7835844616764946) | > loss_kl: 1.9404616355895996 (2.1098726331517916) | > loss_feat: 8.283823013305664 (8.459040815017648) | > loss_mel: 15.584440231323242 (15.02347361818235) | > loss_duration: 1.6130647659301758 (1.5956832826807257) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.16046142578125 (29.971654727664333) | > grad_norm_1: tensor(200.4372, device='cuda:0') (tensor(802.6748, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.9394 (0.91901325822323) | > loader_time: 0.0109 (0.010860136832190816)  --> TIME: 2025-02-21 05:54:06 -- STEP: 317/924 -- GLOBAL_STEP: 189400 | > loss_disc: 2.275561809539795 (2.2313500052370863) | > loss_disc_real_0: 0.1296926736831665 (0.1338179226177349) | > loss_disc_real_1: 0.1839633733034134 (0.18827611673329528) | > loss_disc_real_2: 0.22820799052715302 (0.2013892980310067) | > loss_disc_real_3: 0.21477551758289337 (0.20563946076748113) | > loss_disc_real_4: 0.23759907484054565 (0.20573555656976128) | > loss_disc_real_5: 0.22899475693702698 (0.20260687280528553) | > loss_0: 2.275561809539795 (2.2313500052370863) | > grad_norm_0: tensor(50.6646, device='cuda:0') (tensor(51.0315, device='cuda:0')) | > loss_gen: 2.709871768951416 (2.785481486034696) | > loss_kl: 2.3718459606170654 (2.1146230629942013) | > loss_feat: 8.232172012329102 (8.466213531674649) | > loss_mel: 13.54778003692627 (15.024478746889518) | > loss_duration: 1.5948100090026855 (1.5955676908372705) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.456480026245117 (29.986364430809623) | > grad_norm_1: tensor(752.8300, device='cuda:0') (tensor(809.4498, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.914 (0.9207639528749869) | > loader_time: 0.01 (0.01087070188311749)  --> TIME: 2025-02-21 05:54:53 -- STEP: 367/924 -- GLOBAL_STEP: 189450 | > loss_disc: 2.3407397270202637 (2.232676411194765) | > loss_disc_real_0: 0.19583308696746826 (0.13277685245351853) | > loss_disc_real_1: 0.23130887746810913 (0.18856429789793913) | > loss_disc_real_2: 0.2094751000404358 (0.20135865890362606) | > loss_disc_real_3: 0.26981911063194275 (0.2057743869539177) | > loss_disc_real_4: 0.25384703278541565 (0.20590839305593142) | > loss_disc_real_5: 0.20937740802764893 (0.20280858403330604) | > loss_0: 2.3407397270202637 (2.232676411194765) | > grad_norm_0: tensor(81.6083, device='cuda:0') (tensor(50.5683, device='cuda:0')) | > loss_gen: 2.8272836208343506 (2.7783465547847483) | > loss_kl: 2.2100775241851807 (2.1161743850734025) | > loss_feat: 7.140859603881836 (8.440115281606557) | > loss_mel: 14.247071266174316 (14.985014949247688) | > loss_duration: 1.5641844272613525 (1.596172138520742) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.98947525024414 (29.915823221856307) | > grad_norm_1: tensor(1020.5305, device='cuda:0') (tensor(809.8781, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.9311 (0.920960237934414) | > loader_time: 0.0109 (0.010891994923271996)  --> TIME: 2025-02-21 05:55:40 -- STEP: 417/924 -- GLOBAL_STEP: 189500 | > loss_disc: 2.3989779949188232 (2.234117096848343) | > loss_disc_real_0: 0.16692958772182465 (0.13209198182113763) | > loss_disc_real_1: 0.18116092681884766 (0.18864403847310182) | > loss_disc_real_2: 0.20164388418197632 (0.2014586109694817) | > loss_disc_real_3: 0.191160649061203 (0.20594285800159684) | > loss_disc_real_4: 0.1807948797941208 (0.20622109255487683) | > loss_disc_real_5: 0.2125699669122696 (0.20310430696828188) | > loss_0: 2.3989779949188232 (2.234117096848343) | > grad_norm_0: tensor(43.9671, device='cuda:0') (tensor(50.5759, device='cuda:0')) | > loss_gen: 2.5093467235565186 (2.777303214267575) | > loss_kl: 2.0758988857269287 (2.1163420768664647) | > loss_feat: 7.457589149475098 (8.425879393835999) | > loss_mel: 14.2936429977417 (14.971310466885281) | > loss_duration: 1.5842887163162231 (1.5964278274302857) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.920766830444336 (29.887262893237654) | > grad_norm_1: tensor(244.3174, device='cuda:0') (tensor(812.7844, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.9019 (0.9211528158302216) | > loader_time: 0.0107 (0.010895547821081517)  --> TIME: 2025-02-21 05:56:27 -- STEP: 467/924 -- GLOBAL_STEP: 189550 | > loss_disc: 2.3029379844665527 (2.2352351396956878) | > loss_disc_real_0: 0.12691660225391388 (0.1325905931758552) | > loss_disc_real_1: 0.22431489825248718 (0.18859609473313202) | > loss_disc_real_2: 0.18416628241539001 (0.20133674741429486) | > loss_disc_real_3: 0.22514881193637848 (0.20610885392292147) | > loss_disc_real_4: 0.21202249825000763 (0.2064757873593357) | > loss_disc_real_5: 0.21491651237010956 (0.20347049149507118) | > loss_0: 2.3029379844665527 (2.2352351396956878) | > grad_norm_0: tensor(41.7663, device='cuda:0') (tensor(50.9306, device='cuda:0')) | > loss_gen: 2.6493923664093018 (2.77787116916583) | > loss_kl: 2.1714932918548584 (2.117962697843927) | > loss_feat: 8.315091133117676 (8.430059809756225) | > loss_mel: 15.045280456542969 (15.003449599288516) | > loss_duration: 1.586897373199463 (1.596390653983939) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.76815414428711 (29.925733839929485) | > grad_norm_1: tensor(609.8608, device='cuda:0') (tensor(807.0676, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.9234 (0.9209264442803262) | > loader_time: 0.0099 (0.01090071594434326)  --> TIME: 2025-02-21 05:57:13 -- STEP: 517/924 -- GLOBAL_STEP: 189600 | > loss_disc: 2.1827216148376465 (2.232982816271905) | > loss_disc_real_0: 0.15075236558914185 (0.13245178117079964) | > loss_disc_real_1: 0.2000144124031067 (0.1885545997947051) | > loss_disc_real_2: 0.18546916544437408 (0.20135731058378975) | > loss_disc_real_3: 0.1998620331287384 (0.2055610321476565) | > loss_disc_real_4: 0.210262268781662 (0.2061735747572993) | > loss_disc_real_5: 0.2107156664133072 (0.2034249906671347) | > loss_0: 2.1827216148376465 (2.232982816271905) | > grad_norm_0: tensor(43.3650, device='cuda:0') (tensor(51.0998, device='cuda:0')) | > loss_gen: 2.9127578735351562 (2.7781471758792664) | > loss_kl: 2.032382011413574 (2.122018936985469) | > loss_feat: 8.219110488891602 (8.436384659440652) | > loss_mel: 14.25217342376709 (15.000693502001882) | > loss_duration: 1.605289340019226 (1.5961950044336815) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.021713256835938 (29.93343918835402) | > grad_norm_1: tensor(1152.3553, device='cuda:0') (tensor(818.2424, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.9065 (0.9204589273758967) | > loader_time: 0.0105 (0.010915989110271524)  --> TIME: 2025-02-21 05:58:00 -- STEP: 567/924 -- GLOBAL_STEP: 189650 | > loss_disc: 2.172349691390991 (2.234665096541984) | > loss_disc_real_0: 0.09284576773643494 (0.1328748647498077) | > loss_disc_real_1: 0.17462818324565887 (0.18848274093666623) | > loss_disc_real_2: 0.18925510346889496 (0.20171007056715629) | > loss_disc_real_3: 0.22387324273586273 (0.2055106537787792) | > loss_disc_real_4: 0.22193562984466553 (0.20612698175814628) | > loss_disc_real_5: 0.17230576276779175 (0.2035764516240916) | > loss_0: 2.172349691390991 (2.234665096541984) | > grad_norm_0: tensor(37.8453, device='cuda:0') (tensor(51.1562, device='cuda:0')) | > loss_gen: 2.692227363586426 (2.7790388686736835) | > loss_kl: 2.2430238723754883 (2.1211463738581107) | > loss_feat: 8.681219100952148 (8.433567330530295) | > loss_mel: 16.67728614807129 (14.998111539837334) | > loss_duration: 1.599595308303833 (1.5962642866467676) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.89335060119629 (29.928128324908975) | > grad_norm_1: tensor(437.4772, device='cuda:0') (tensor(816.3510, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.937 (0.9201393207334757) | > loader_time: 0.0117 (0.01093062227575447)  --> TIME: 2025-02-21 05:58:47 -- STEP: 617/924 -- GLOBAL_STEP: 189700 | > loss_disc: 2.02008056640625 (2.2330340840634904) | > loss_disc_real_0: 0.08902479708194733 (0.13244686013682377) | > loss_disc_real_1: 0.18412967026233673 (0.1882933560318075) | > loss_disc_real_2: 0.1930934339761734 (0.20165648674848982) | > loss_disc_real_3: 0.16040585935115814 (0.20537562854286134) | > loss_disc_real_4: 0.19274801015853882 (0.20593960658078056) | > loss_disc_real_5: 0.15137803554534912 (0.20361152271977112) | > loss_0: 2.02008056640625 (2.2330340840634904) | > grad_norm_0: tensor(27.9781, device='cuda:0') (tensor(51.3218, device='cuda:0')) | > loss_gen: 2.9563796520233154 (2.7815541312992083) | > loss_kl: 2.2893598079681396 (2.1250703435276495) | > loss_feat: 9.20986557006836 (8.439993505926152) | > loss_mel: 15.744438171386719 (15.013351802114922) | > loss_duration: 1.63486647605896 (1.5961819786693132) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.834909439086914 (29.956151684060863) | > grad_norm_1: tensor(985.6568, device='cuda:0') (tensor(824.3043, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.9299 (0.9198512702552387) | > loader_time: 0.011 (0.0109258737517717)  --> TIME: 2025-02-21 05:59:34 -- STEP: 667/924 -- GLOBAL_STEP: 189750 | > loss_disc: 2.1706466674804688 (2.2333734646729995) | > loss_disc_real_0: 0.10070963203907013 (0.1322651318647249) | > loss_disc_real_1: 0.15132731199264526 (0.18827697911720068) | > loss_disc_real_2: 0.20242498815059662 (0.20175175581021282) | > loss_disc_real_3: 0.21480384469032288 (0.20538340307872688) | > loss_disc_real_4: 0.220246821641922 (0.20596153900094288) | > loss_disc_real_5: 0.22389212250709534 (0.20365537711973483) | > loss_0: 2.1706466674804688 (2.2333734646729995) | > grad_norm_0: tensor(41.4098, device='cuda:0') (tensor(51.5644, device='cuda:0')) | > loss_gen: 2.8357694149017334 (2.7802418221955527) | > loss_kl: 2.246668577194214 (2.1227529824584352) | > loss_feat: 8.538886070251465 (8.433829129546488) | > loss_mel: 15.208409309387207 (15.01333511501238) | > loss_duration: 1.5854570865631104 (1.5960576521760517) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.415191650390625 (29.94621663186504) | > grad_norm_1: tensor(519.0667, device='cuda:0') (tensor(819.4446, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.8716 (0.9202148138672516) | > loader_time: 0.0097 (0.010928881758156567)  --> TIME: 2025-02-21 06:00:21 -- STEP: 717/924 -- GLOBAL_STEP: 189800 | > loss_disc: 2.267514228820801 (2.2348373361877507) | > loss_disc_real_0: 0.11199245601892471 (0.13255251966406478) | > loss_disc_real_1: 0.20195072889328003 (0.18825014170409926) | > loss_disc_real_2: 0.20491638779640198 (0.20173791034284824) | > loss_disc_real_3: 0.19257740676403046 (0.2053159427526439) | > loss_disc_real_4: 0.154423326253891 (0.2059475364503833) | > loss_disc_real_5: 0.1809600293636322 (0.20412102397765067) | > loss_0: 2.267514228820801 (2.2348373361877507) | > grad_norm_0: tensor(34.1588, device='cuda:0') (tensor(50.9072, device='cuda:0')) | > loss_gen: 2.6125071048736572 (2.7771486973330206) | > loss_kl: 2.264869451522827 (2.123676884623255) | > loss_feat: 8.624432563781738 (8.435236039022028) | > loss_mel: 15.05013656616211 (15.024160734945427) | > loss_duration: 1.6112908124923706 (1.5962923728605025) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.16323471069336 (29.956514653800422) | > grad_norm_1: tensor(498.6831, device='cuda:0') (tensor(798.9349, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.9353 (0.9203781848838306) | > loader_time: 0.0142 (0.010950143034654344)  --> TIME: 2025-02-21 06:01:08 -- STEP: 767/924 -- GLOBAL_STEP: 189850 | > loss_disc: 2.384835720062256 (2.234801688747581) | > loss_disc_real_0: 0.07689972966909409 (0.13285427126241825) | > loss_disc_real_1: 0.17405615746974945 (0.18803468789550767) | > loss_disc_real_2: 0.22915072739124298 (0.20183427633797793) | > loss_disc_real_3: 0.18630225956439972 (0.20510635487103862) | > loss_disc_real_4: 0.20258797705173492 (0.20593301745950002) | > loss_disc_real_5: 0.18110451102256775 (0.20416162315527797) | > loss_0: 2.384835720062256 (2.234801688747581) | > grad_norm_0: tensor(52.1766, device='cuda:0') (tensor(51.1317, device='cuda:0')) | > loss_gen: 2.547881841659546 (2.778998077770562) | > loss_kl: 2.126680612564087 (2.123965382886838) | > loss_feat: 7.282386302947998 (8.444082189259044) | > loss_mel: 12.328804969787598 (15.037774817107397) | > loss_duration: 1.593796968460083 (1.596441701151712) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.879552841186523 (29.98126211999448) | > grad_norm_1: tensor(1012.9562, device='cuda:0') (tensor(800.9099, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.9209 (0.9205067033407119) | > loader_time: 0.01 (0.010959320615447635)  --> TIME: 2025-02-21 06:01:54 -- STEP: 817/924 -- GLOBAL_STEP: 189900 | > loss_disc: 2.173539638519287 (2.2352188695746533) | > loss_disc_real_0: 0.1754501909017563 (0.1330675837131291) | > loss_disc_real_1: 0.17234763503074646 (0.18817639153911273) | > loss_disc_real_2: 0.18723003566265106 (0.20186926409912223) | > loss_disc_real_3: 0.1820889115333557 (0.20494432856797293) | > loss_disc_real_4: 0.20182359218597412 (0.20584766867694823) | > loss_disc_real_5: 0.20547913014888763 (0.20415404564820708) | > loss_0: 2.173539638519287 (2.2352188695746533) | > grad_norm_0: tensor(89.3150, device='cuda:0') (tensor(50.9098, device='cuda:0')) | > loss_gen: 2.9276485443115234 (2.778202496660525) | > loss_kl: 2.205775022506714 (2.1240048030598837) | > loss_feat: 9.369565963745117 (8.438584621854345) | > loss_mel: 16.29176902770996 (15.038237564712581) | > loss_duration: 1.5798232555389404 (1.596456636559569) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.37458419799805 (29.975486087682345) | > grad_norm_1: tensor(1314.9435, device='cuda:0') (tensor(799.1956, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.9214 (0.92019041311201) | > loader_time: 0.0105 (0.010950155036393981)  --> TIME: 2025-02-21 06:02:41 -- STEP: 867/924 -- GLOBAL_STEP: 189950 | > loss_disc: 2.2505109310150146 (2.2342527149182865) | > loss_disc_real_0: 0.18048371374607086 (0.13260442820284224) | > loss_disc_real_1: 0.1858292818069458 (0.1882013004818866) | > loss_disc_real_2: 0.20898084342479706 (0.20183388625874235) | > loss_disc_real_3: 0.2273951768875122 (0.20507433025688446) | > loss_disc_real_4: 0.22227193415164948 (0.20587550708648097) | > loss_disc_real_5: 0.21492703258991241 (0.20406191174752977) | > loss_0: 2.2505109310150146 (2.2342527149182865) | > grad_norm_0: tensor(96.8542, device='cuda:0') (tensor(50.9230, device='cuda:0')) | > loss_gen: 2.910244941711426 (2.7793493669613247) | > loss_kl: 2.2205936908721924 (2.1262232817305593) | > loss_feat: 8.52698802947998 (8.443706145061077) | > loss_mel: 15.473623275756836 (15.03539334531474) | > loss_duration: 1.5752832889556885 (1.5965586012484978) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.70673370361328 (29.981230706079607) | > grad_norm_1: tensor(1097.6251, device='cuda:0') (tensor(809.8844, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.9158 (0.9198774015477235) | > loader_time: 0.0109 (0.01094770679011889)  --> TIME: 2025-02-21 06:03:27 -- STEP: 917/924 -- GLOBAL_STEP: 190000 | > loss_disc: 2.2609899044036865 (2.2343182597581546) | > loss_disc_real_0: 0.15100142359733582 (0.13251102027141068) | > loss_disc_real_1: 0.17525839805603027 (0.18816949592876864) | > loss_disc_real_2: 0.2043750286102295 (0.20183485951132443) | > loss_disc_real_3: 0.2348957359790802 (0.20511434998286066) | > loss_disc_real_4: 0.21722827851772308 (0.20590757444549668) | > loss_disc_real_5: 0.2243073284626007 (0.20417228869224446) | > loss_0: 2.2609899044036865 (2.2343182597581546) | > grad_norm_0: tensor(55.4559, device='cuda:0') (tensor(50.9676, device='cuda:0')) | > loss_gen: 2.6400146484375 (2.779081813381695) | > loss_kl: 2.05729603767395 (2.126111444496151) | > loss_feat: 7.7752885818481445 (8.443917391474427) | > loss_mel: 14.131457328796387 (15.034559034599212) | > loss_duration: 1.608461618423462 (1.5962892021971673) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.2125186920166 (29.97995885975878) | > grad_norm_1: tensor(1041.8733, device='cuda:0') (tensor(809.6577, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.9051 (0.9192389802298343) | > loader_time: 0.0107 (0.010942418546687031) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_190000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3911027908325195 (2.3911027908325195) | > loss_disc_real_0: 0.21376509964466095 (0.21376509964466095) | > loss_disc_real_1: 0.1866745799779892 (0.1866745799779892) | > loss_disc_real_2: 0.2247830331325531 (0.2247830331325531) | > loss_disc_real_3: 0.17177653312683105 (0.17177653312683105) | > loss_disc_real_4: 0.19957290589809418 (0.19957290589809418) | > loss_disc_real_5: 0.22647182643413544 (0.22647182643413544) | > loss_0: 2.3911027908325195 (2.3911027908325195) | > loss_gen: 2.381913661956787 (2.381913661956787) | > loss_kl: 1.9781075716018677 (1.9781075716018677) | > loss_feat: 6.8392510414123535 (6.8392510414123535) | > loss_mel: 13.299513816833496 (13.299513816833496) | > loss_duration: 1.6799218654632568 (1.6799218654632568) | > loss_1: 26.178709030151367 (26.178709030151367)  --> STEP: 1 | > loss_disc: 2.352048635482788 (2.352048635482788) | > loss_disc_real_0: 0.2096937894821167 (0.2096937894821167) | > loss_disc_real_1: 0.16628606617450714 (0.16628606617450714) | > loss_disc_real_2: 0.20293179154396057 (0.20293179154396057) | > loss_disc_real_3: 0.18245543539524078 (0.18245543539524078) | > loss_disc_real_4: 0.2111467570066452 (0.2111467570066452) | > loss_disc_real_5: 0.20020046830177307 (0.20020046830177307) | > loss_0: 2.352048635482788 (2.352048635482788) | > loss_gen: 2.4549028873443604 (2.4549028873443604) | > loss_kl: 1.9814573526382446 (1.9814573526382446) | > loss_feat: 7.948913097381592 (7.948913097381592) | > loss_mel: 14.481466293334961 (14.481466293334961) | > loss_duration: 1.681357502937317 (1.681357502937317) | > loss_1: 28.548097610473633 (28.548097610473633)  --> STEP: 2 | > loss_disc: 2.247772693634033 (2.2999106645584106) | > loss_disc_real_0: 0.20734907686710358 (0.20852143317461014) | > loss_disc_real_1: 0.15618890523910522 (0.16123748570680618) | > loss_disc_real_2: 0.20470887422561646 (0.2038203328847885) | > loss_disc_real_3: 0.18284207582473755 (0.18264875560998917) | > loss_disc_real_4: 0.20175760984420776 (0.20645218342542648) | > loss_disc_real_5: 0.19827480614185333 (0.1992376372218132) | > loss_0: 2.247772693634033 (2.2999106645584106) | > loss_gen: 2.6519384384155273 (2.553420662879944) | > loss_kl: 2.0813913345336914 (2.031424343585968) | > loss_feat: 8.38546371459961 (8.1671884059906) | > loss_mel: 14.732833862304688 (14.607150077819824) | > loss_duration: 1.582228660583496 (1.6317930817604065) | > loss_1: 29.433856964111328 (28.99097728729248)  --> STEP: 3 | > loss_disc: 2.2100653648376465 (2.2699622313181558) | > loss_disc_real_0: 0.17489340901374817 (0.19731209178765616) | > loss_disc_real_1: 0.16639047861099243 (0.1629551500082016) | > loss_disc_real_2: 0.20802003145217896 (0.20522023240725198) | > loss_disc_real_3: 0.19192004203796387 (0.18573918441931406) | > loss_disc_real_4: 0.20510049164295197 (0.20600161949793497) | > loss_disc_real_5: 0.20933277904987335 (0.20260268449783325) | > loss_0: 2.2100653648376465 (2.2699622313181558) | > loss_gen: 2.6754612922668457 (2.5941008726755777) | > loss_kl: 2.0173826217651367 (2.026743769645691) | > loss_feat: 8.59232234954834 (8.308899720509848) | > loss_mel: 15.306337356567383 (14.84021250406901) | > loss_duration: 1.6746217012405396 (1.6460692882537842) | > loss_1: 30.266124725341797 (29.416026433308918)  --> STEP: 4 | > loss_disc: 2.36346173286438 (2.293337106704712) | > loss_disc_real_0: 0.21051879227161407 (0.20061376690864563) | > loss_disc_real_1: 0.1630406230688095 (0.16297651827335358) | > loss_disc_real_2: 0.21431699395179749 (0.20749442279338837) | > loss_disc_real_3: 0.1688269078731537 (0.18151111528277397) | > loss_disc_real_4: 0.206464022397995 (0.20611722022294998) | > loss_disc_real_5: 0.21650870144367218 (0.20607918873429298) | > loss_0: 2.36346173286438 (2.293337106704712) | > loss_gen: 2.3614492416381836 (2.5359379649162292) | > loss_kl: 2.1503634452819824 (2.057648688554764) | > loss_feat: 6.983355522155762 (7.977513670921326) | > loss_mel: 12.970155715942383 (14.372698307037354) | > loss_duration: 1.7620596885681152 (1.675066888332367) | > loss_1: 26.227384567260742 (28.618865966796875)  --> STEP: 5 | > loss_disc: 2.2567636966705322 (2.286022424697876) | > loss_disc_real_0: 0.17373724281787872 (0.19523846209049225) | > loss_disc_real_1: 0.18986444175243378 (0.1683541029691696) | > loss_disc_real_2: 0.1505691558122635 (0.1961093693971634) | > loss_disc_real_3: 0.13263466954231262 (0.1717358261346817) | > loss_disc_real_4: 0.27286773920059204 (0.2194673240184784) | > loss_disc_real_5: 0.19887612760066986 (0.20463857650756836) | > loss_0: 2.2567636966705322 (2.286022424697876) | > loss_gen: 2.5334653854370117 (2.5354434490203857) | > loss_kl: 1.844132900238037 (2.0149455308914184) | > loss_feat: 9.260077476501465 (8.234026432037354) | > loss_mel: 16.447593688964844 (14.787677383422851) | > loss_duration: 1.5573983192443848 (1.6515331745147706) | > loss_1: 31.642667770385742 (29.223626327514648) --> EVAL PERFORMANCE | > avg_loader_time: 0.15944066047668456 (+0.003977918624877924) | > avg_loss_disc: 2.286022424697876 (-0.09854302406311044) | > avg_loss_disc_real_0: 0.19523846209049225 (-0.014714092016220093) | > avg_loss_disc_real_1: 0.1683541029691696 (-0.0662628322839737) | > avg_loss_disc_real_2: 0.1961093693971634 (-0.022135782241821278) | > avg_loss_disc_real_3: 0.1717358261346817 (-0.07419267594814302) | > avg_loss_disc_real_4: 0.2194673240184784 (-0.0018951177597045787) | > avg_loss_disc_real_5: 0.20463857650756836 (-0.036455446481704706) | > avg_loss_0: 2.286022424697876 (-0.09854302406311044) | > avg_loss_gen: 2.5354434490203857 (-0.1522987365722659) | > avg_loss_kl: 2.0149455308914184 (+0.025792765617370428) | > avg_loss_feat: 8.234026432037354 (+0.9933724403381348) | > avg_loss_mel: 14.787677383422851 (+0.9718351364135742) | > avg_loss_duration: 1.6515331745147706 (+0.01044859886169447) | > avg_loss_1: 29.223626327514648 (+1.8491500854492173)  > EPOCH: 156/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 06:03:45)   --> TIME: 2025-02-21 06:04:27 -- STEP: 43/924 -- GLOBAL_STEP: 190050 | > loss_disc: 2.3985695838928223 (2.244603134864985) | > loss_disc_real_0: 0.21549822390079498 (0.14770696909968242) | > loss_disc_real_1: 0.21598531305789948 (0.1920407722855723) | > loss_disc_real_2: 0.2413390874862671 (0.20140960569991623) | > loss_disc_real_3: 0.22054506838321686 (0.2038164391767147) | > loss_disc_real_4: 0.23069548606872559 (0.2067004892715188) | > loss_disc_real_5: 0.23402291536331177 (0.19812290127887283) | > loss_0: 2.3985695838928223 (2.244603134864985) | > grad_norm_0: tensor(62.2891, device='cuda:0') (tensor(55.9786, device='cuda:0')) | > loss_gen: 2.733464241027832 (2.7809508567632633) | > loss_kl: 2.010178327560425 (2.107978757037673) | > loss_feat: 8.157098770141602 (8.477609834005666) | > loss_mel: 15.240787506103516 (15.015953485355821) | > loss_duration: 1.5992319583892822 (1.5989788687506388) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.740760803222656 (29.981471882310025) | > grad_norm_1: tensor(646.8708, device='cuda:0') (tensor(823.1796, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.9472 (0.9177510183910991) | > loader_time: 0.0111 (0.010996230812959893)  --> TIME: 2025-02-21 06:05:14 -- STEP: 93/924 -- GLOBAL_STEP: 190100 | > loss_disc: 2.1294350624084473 (2.242712636147776) | > loss_disc_real_0: 0.10359162092208862 (0.13766701443381207) | > loss_disc_real_1: 0.19837351143360138 (0.18980993827184042) | > loss_disc_real_2: 0.19523575901985168 (0.2026580572128296) | > loss_disc_real_3: 0.17414243519306183 (0.20373671301590499) | > loss_disc_real_4: 0.16339747607707977 (0.20640351022443465) | > loss_disc_real_5: 0.17431135475635529 (0.20428662883338108) | > loss_0: 2.1294350624084473 (2.242712636147776) | > grad_norm_0: tensor(46.3401, device='cuda:0') (tensor(49.8608, device='cuda:0')) | > loss_gen: 2.7521281242370605 (2.754359947737827) | > loss_kl: 2.0579731464385986 (2.1156076231310457) | > loss_feat: 8.668827056884766 (8.443814728849675) | > loss_mel: 15.117900848388672 (15.097333979862993) | > loss_duration: 1.6082184314727783 (1.5987123609870992) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.205047607421875 (30.00982871106876) | > grad_norm_1: tensor(892.2346, device='cuda:0') (tensor(739.3448, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.9377 (0.918756095311975) | > loader_time: 0.011 (0.01108776625766549)  --> TIME: 2025-02-21 06:06:00 -- STEP: 143/924 -- GLOBAL_STEP: 190150 | > loss_disc: 2.1018807888031006 (2.239011917914544) | > loss_disc_real_0: 0.10359754413366318 (0.13546787241434713) | > loss_disc_real_1: 0.17554423213005066 (0.18965006364392234) | > loss_disc_real_2: 0.20636945962905884 (0.20324102398398872) | > loss_disc_real_3: 0.1930646151304245 (0.20404344943019895) | > loss_disc_real_4: 0.22412653267383575 (0.20597995619673834) | > loss_disc_real_5: 0.1858525276184082 (0.20380635413673376) | > loss_0: 2.1018807888031006 (2.239011917914544) | > grad_norm_0: tensor(32.1651, device='cuda:0') (tensor(51.3130, device='cuda:0')) | > loss_gen: 2.838691234588623 (2.766959647198657) | > loss_kl: 2.2818102836608887 (2.1168090671926114) | > loss_feat: 8.891530990600586 (8.485663280620441) | > loss_mel: 15.214756965637207 (15.143244810037679) | > loss_duration: 1.6254149675369263 (1.5993486392748106) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.85220718383789 (30.112025454327778) | > grad_norm_1: tensor(1019.6874, device='cuda:0') (tensor(772.0460, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.955 (0.9163355360497961) | > loader_time: 0.019 (0.011070353167873997)  --> TIME: 2025-02-21 06:06:47 -- STEP: 193/924 -- GLOBAL_STEP: 190200 | > loss_disc: 2.2376708984375 (2.2324120788376565) | > loss_disc_real_0: 0.16457562148571014 (0.13450963704465585) | > loss_disc_real_1: 0.177066832780838 (0.1884800857367293) | > loss_disc_real_2: 0.19536420702934265 (0.2023989406892055) | > loss_disc_real_3: 0.2063823640346527 (0.20395015172390119) | > loss_disc_real_4: 0.22063273191452026 (0.20619477609587458) | > loss_disc_real_5: 0.257487416267395 (0.20335848112180444) | > loss_0: 2.2376708984375 (2.2324120788376565) | > grad_norm_0: tensor(82.7339, device='cuda:0') (tensor(52.5471, device='cuda:0')) | > loss_gen: 2.8646676540374756 (2.7803235795213768) | > loss_kl: 2.28047776222229 (2.1186746500934364) | > loss_feat: 9.001501083374023 (8.521023364882392) | > loss_mel: 16.02134132385254 (15.173740263429949) | > loss_duration: 1.6210663318634033 (1.5966376825935484) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.78905487060547 (30.190399624523103) | > grad_norm_1: tensor(671.8997, device='cuda:0') (tensor(783.9882, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.9642 (0.9176151455992861) | > loader_time: 0.0112 (0.011048441723838372)  --> TIME: 2025-02-21 06:07:34 -- STEP: 243/924 -- GLOBAL_STEP: 190250 | > loss_disc: 2.119351387023926 (2.229682334656576) | > loss_disc_real_0: 0.052829187363386154 (0.13341397579008168) | > loss_disc_real_1: 0.17072793841362 (0.18895575502281817) | > loss_disc_real_2: 0.1767977625131607 (0.20201899822602057) | > loss_disc_real_3: 0.1957625150680542 (0.20359810775935402) | > loss_disc_real_4: 0.1952035129070282 (0.20581388130109496) | > loss_disc_real_5: 0.1960066705942154 (0.2035384044480422) | > loss_0: 2.119351387023926 (2.229682334656576) | > grad_norm_0: tensor(54.4369, device='cuda:0') (tensor(52.3031, device='cuda:0')) | > loss_gen: 2.7145235538482666 (2.7823598169004966) | > loss_kl: 2.167389154434204 (2.1194479843226004) | > loss_feat: 8.931251525878906 (8.522134404123568) | > loss_mel: 15.325655937194824 (15.161350827158234) | > loss_duration: 1.5908524990081787 (1.598239767208021) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.729673385620117 (30.18353288752552) | > grad_norm_1: tensor(1153.6394, device='cuda:0') (tensor(806.4815, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.9391 (0.9194965362548828) | > loader_time: 0.0106 (0.0109880696598885)  --> TIME: 2025-02-21 06:08:21 -- STEP: 293/924 -- GLOBAL_STEP: 190300 | > loss_disc: 2.3248116970062256 (2.2305611441159794) | > loss_disc_real_0: 0.12017755955457687 (0.13267818411157398) | > loss_disc_real_1: 0.17971181869506836 (0.189080253650304) | > loss_disc_real_2: 0.22395822405815125 (0.20226788180069713) | > loss_disc_real_3: 0.24803458154201508 (0.20408582077091467) | > loss_disc_real_4: 0.2203568071126938 (0.2055358500712561) | > loss_disc_real_5: 0.20435065031051636 (0.2030806411756997) | > loss_0: 2.3248116970062256 (2.2305611441159794) | > grad_norm_0: tensor(50.4969, device='cuda:0') (tensor(52.1496, device='cuda:0')) | > loss_gen: 2.6520652770996094 (2.779690868618545) | > loss_kl: 2.2779300212860107 (2.114959851059897) | > loss_feat: 7.333141803741455 (8.497530792353505) | > loss_mel: 14.62303352355957 (15.08722187471878) | > loss_duration: 1.624541997909546 (1.5983020994850394) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.510711669921875 (30.077705539534115) | > grad_norm_1: tensor(426.8534, device='cuda:0') (tensor(797.9133, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.9226 (0.9192970466288284) | > loader_time: 0.0116 (0.011016988917015516)  --> TIME: 2025-02-21 06:09:08 -- STEP: 343/924 -- GLOBAL_STEP: 190350 | > loss_disc: 2.1974661350250244 (2.231960737322924) | > loss_disc_real_0: 0.17636187374591827 (0.13326550722556627) | > loss_disc_real_1: 0.20529618859291077 (0.1888030274790161) | > loss_disc_real_2: 0.2013484090566635 (0.20189833124073175) | > loss_disc_real_3: 0.19202820956707 (0.2045416086477719) | > loss_disc_real_4: 0.1499582678079605 (0.20589880354202872) | > loss_disc_real_5: 0.20036081969738007 (0.20300875830059498) | > loss_0: 2.1974661350250244 (2.231960737322924) | > grad_norm_0: tensor(54.4857, device='cuda:0') (tensor(52.2801, device='cuda:0')) | > loss_gen: 2.734058141708374 (2.781652393563496) | > loss_kl: 2.134857654571533 (2.1153141357460794) | > loss_feat: 8.407336235046387 (8.487531880248046) | > loss_mel: 14.675869941711426 (15.078610306230996) | > loss_duration: 1.5978875160217285 (1.5981957165214828) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.55000877380371 (30.061304459418917) | > grad_norm_1: tensor(753.9917, device='cuda:0') (tensor(800.3187, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.9079 (0.9205430325544263) | > loader_time: 0.0104 (0.011027117859865418)  --> TIME: 2025-02-21 06:09:55 -- STEP: 393/924 -- GLOBAL_STEP: 190400 | > loss_disc: 2.1061339378356934 (2.2305212342405434) | > loss_disc_real_0: 0.0691150426864624 (0.1323981965410952) | > loss_disc_real_1: 0.16943523287773132 (0.18845614900874125) | > loss_disc_real_2: 0.22699443995952606 (0.20180860434779677) | > loss_disc_real_3: 0.15834058821201324 (0.20442278774185035) | > loss_disc_real_4: 0.16430631279945374 (0.20556779281631984) | > loss_disc_real_5: 0.1511615812778473 (0.2033071696151607) | > loss_0: 2.1061339378356934 (2.2305212342405434) | > grad_norm_0: tensor(45.0413, device='cuda:0') (tensor(51.6238, device='cuda:0')) | > loss_gen: 3.11785888671875 (2.784054056075389) | > loss_kl: 2.0696675777435303 (2.115504965830699) | > loss_feat: 9.345853805541992 (8.501035238950305) | > loss_mel: 15.821876525878906 (15.084569540339269) | > loss_duration: 1.596416711807251 (1.5981971280265401) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.95167350769043 (30.083360972901943) | > grad_norm_1: tensor(1077.0645, device='cuda:0') (tensor(807.0604, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.9314 (0.920701845911623) | > loader_time: 0.0141 (0.011043349598503598)  --> TIME: 2025-02-21 06:10:41 -- STEP: 443/924 -- GLOBAL_STEP: 190450 | > loss_disc: 2.136040687561035 (2.2347691263625107) | > loss_disc_real_0: 0.10256319493055344 (0.13370512168576973) | > loss_disc_real_1: 0.17426778376102448 (0.18854175020286787) | > loss_disc_real_2: 0.19743432104587555 (0.2023932312533225) | > loss_disc_real_3: 0.1872878074645996 (0.2047347612763097) | > loss_disc_real_4: 0.19592511653900146 (0.20614264276442087) | > loss_disc_real_5: 0.1473504900932312 (0.20344288933088764) | > loss_0: 2.136040687561035 (2.2347691263625107) | > grad_norm_0: tensor(24.8234, device='cuda:0') (tensor(51.8087, device='cuda:0')) | > loss_gen: 2.641666889190674 (2.7820394351304785) | > loss_kl: 1.990390419960022 (2.110979604936345) | > loss_feat: 8.87774658203125 (8.479425731684755) | > loss_mel: 15.919746398925781 (15.071211472590944) | > loss_duration: 1.6143407821655273 (1.598022452864636) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.04389190673828 (30.04167873649511) | > grad_norm_1: tensor(561.7725, device='cuda:0') (tensor(801.3777, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.9484 (0.9204120404564231) | > loader_time: 0.0116 (0.011047590397819709)  --> TIME: 2025-02-21 06:11:28 -- STEP: 493/924 -- GLOBAL_STEP: 190500 | > loss_disc: 2.2090654373168945 (2.232781776308288) | > loss_disc_real_0: 0.10662747174501419 (0.1330245558860094) | > loss_disc_real_1: 0.19405697286128998 (0.18838479141676404) | > loss_disc_real_2: 0.17531192302703857 (0.20205027575304246) | > loss_disc_real_3: 0.22724467515945435 (0.20456763032000158) | > loss_disc_real_4: 0.21890267729759216 (0.20563760910629017) | > loss_disc_real_5: 0.23050200939178467 (0.2036924185968074) | > loss_0: 2.2090654373168945 (2.232781776308288) | > grad_norm_0: tensor(48.2538, device='cuda:0') (tensor(50.7251, device='cuda:0')) | > loss_gen: 2.858459949493408 (2.777899731003488) | > loss_kl: 2.04752254486084 (2.111383570860656) | > loss_feat: 8.360295295715332 (8.478382272120653) | > loss_mel: 15.34919548034668 (15.064335486468147) | > loss_duration: 1.6081832647323608 (1.5980318695246327) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.223655700683594 (30.030032937473507) | > grad_norm_1: tensor(748.2870, device='cuda:0') (tensor(800.7630, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.913 (0.9206389611923187) | > loader_time: 0.0108 (0.011027737998575517)  --> TIME: 2025-02-21 06:12:15 -- STEP: 543/924 -- GLOBAL_STEP: 190550 | > loss_disc: 2.2976109981536865 (2.231040925171714) | > loss_disc_real_0: 0.06600087881088257 (0.13282657011273155) | > loss_disc_real_1: 0.19807548820972443 (0.188253461957856) | > loss_disc_real_2: 0.17869913578033447 (0.2019181356080987) | > loss_disc_real_3: 0.2089112401008606 (0.20453161989127733) | > loss_disc_real_4: 0.2175476849079132 (0.20547829818110877) | > loss_disc_real_5: 0.20629045367240906 (0.20339557495565044) | > loss_0: 2.2976109981536865 (2.231040925171714) | > grad_norm_0: tensor(48.7063, device='cuda:0') (tensor(51.0419, device='cuda:0')) | > loss_gen: 2.712075710296631 (2.7810593116788356) | > loss_kl: 2.152590036392212 (2.1125558272251115) | > loss_feat: 8.043129920959473 (8.485846158549261) | > loss_mel: 15.394241333007812 (15.058497778398994) | > loss_duration: 1.5890750885009766 (1.5981923559094005) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.89111328125 (30.03615146447282) | > grad_norm_1: tensor(559.3047, device='cuda:0') (tensor(810.1328, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.9 (0.9199770559483033) | > loader_time: 0.0103 (0.011014215195376568)  --> TIME: 2025-02-21 06:13:02 -- STEP: 593/924 -- GLOBAL_STEP: 190600 | > loss_disc: 2.1295549869537354 (2.2309615097399713) | > loss_disc_real_0: 0.1319313794374466 (0.13262724846249682) | > loss_disc_real_1: 0.17730145156383514 (0.18822033100244773) | > loss_disc_real_2: 0.20206715166568756 (0.20182971224113413) | > loss_disc_real_3: 0.18370935320854187 (0.20452959478705565) | > loss_disc_real_4: 0.20834879577159882 (0.20547376814318744) | > loss_disc_real_5: 0.17642416059970856 (0.2037506453303423) | > loss_0: 2.1295549869537354 (2.2309615097399713) | > grad_norm_0: tensor(42.1338, device='cuda:0') (tensor(51.1831, device='cuda:0')) | > loss_gen: 2.869422674179077 (2.781225771365237) | > loss_kl: 1.9434303045272827 (2.1107788427684198) | > loss_feat: 8.968900680541992 (8.482544100505697) | > loss_mel: 15.138847351074219 (15.044072312006058) | > loss_duration: 1.5890755653381348 (1.5978331401014412) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.509675979614258 (30.01645417237563) | > grad_norm_1: tensor(1086.7129, device='cuda:0') (tensor(806.8539, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.9255 (0.9204007352986585) | > loader_time: 0.0094 (0.01103186808388309)  --> TIME: 2025-02-21 06:13:49 -- STEP: 643/924 -- GLOBAL_STEP: 190650 | > loss_disc: 2.1549763679504395 (2.229801548027882) | > loss_disc_real_0: 0.1655643731355667 (0.13227338550111192) | > loss_disc_real_1: 0.15485073626041412 (0.18820832910749072) | > loss_disc_real_2: 0.18602892756462097 (0.20167686775164503) | > loss_disc_real_3: 0.19780823588371277 (0.20451615732250086) | > loss_disc_real_4: 0.20612280070781708 (0.20557028463061072) | > loss_disc_real_5: 0.19834358990192413 (0.2035047004048599) | > loss_0: 2.1549763679504395 (2.229801548027882) | > grad_norm_0: tensor(92.5078, device='cuda:0') (tensor(50.9695, device='cuda:0')) | > loss_gen: 2.8901474475860596 (2.7802455974033045) | > loss_kl: 2.180039644241333 (2.109733321989307) | > loss_feat: 9.029870986938477 (8.476773538633967) | > loss_mel: 14.90833854675293 (15.030826052462517) | > loss_duration: 1.523231863975525 (1.5974041981793492) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.531627655029297 (29.994982709039242) | > grad_norm_1: tensor(1111.5214, device='cuda:0') (tensor(812.2498, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.9352 (0.920497615823108) | > loader_time: 0.013 (0.011064896501983112)  --> TIME: 2025-02-21 06:14:35 -- STEP: 693/924 -- GLOBAL_STEP: 190700 | > loss_disc: 2.3168039321899414 (2.229391694929004) | > loss_disc_real_0: 0.11020904034376144 (0.13218043744564076) | > loss_disc_real_1: 0.1613626331090927 (0.1881957057578568) | > loss_disc_real_2: 0.19048817455768585 (0.20152916530252016) | > loss_disc_real_3: 0.20130392909049988 (0.20446359001712874) | > loss_disc_real_4: 0.21286211907863617 (0.20540903633377072) | > loss_disc_real_5: 0.22852358222007751 (0.20326790301744735) | > loss_0: 2.3168039321899414 (2.229391694929004) | > grad_norm_0: tensor(32.7263, device='cuda:0') (tensor(50.9425, device='cuda:0')) | > loss_gen: 2.640455961227417 (2.7832182864262083) | > loss_kl: 2.211369276046753 (2.110041758886835) | > loss_feat: 7.651894569396973 (8.487876272132722) | > loss_mel: 13.791717529296875 (15.027516344408967) | > loss_duration: 1.683884620666504 (1.5973203873737554) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.979320526123047 (30.005973061785898) | > grad_norm_1: tensor(745.3505, device='cuda:0') (tensor(814.9630, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.9455 (0.9205156040054036) | > loader_time: 0.0118 (0.011099330962650348)  --> TIME: 2025-02-21 06:15:22 -- STEP: 743/924 -- GLOBAL_STEP: 190750 | > loss_disc: 2.217149257659912 (2.2321312174020504) | > loss_disc_real_0: 0.1249830424785614 (0.1324520731146775) | > loss_disc_real_1: 0.20433180034160614 (0.188440880616613) | > loss_disc_real_2: 0.23428760468959808 (0.20167925133599243) | > loss_disc_real_3: 0.1828494668006897 (0.20476542700026903) | > loss_disc_real_4: 0.23578031361103058 (0.2055623438886164) | > loss_disc_real_5: 0.17126040160655975 (0.2036727536895876) | > loss_0: 2.217149257659912 (2.2321312174020504) | > grad_norm_0: tensor(70.0256, device='cuda:0') (tensor(51.0264, device='cuda:0')) | > loss_gen: 2.835721015930176 (2.7802286895736557) | > loss_kl: 2.1763744354248047 (2.110305118528702) | > loss_feat: 8.184285163879395 (8.472433249369594) | > loss_mel: 14.652241706848145 (15.017589358590334) | > loss_duration: 1.596853256225586 (1.5971764664630714) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.44547462463379 (29.97773289327506) | > grad_norm_1: tensor(992.7202, device='cuda:0') (tensor(818.7457, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.9208 (0.9206995720176645) | > loader_time: 0.0121 (0.011112839184089741)  --> TIME: 2025-02-21 06:16:09 -- STEP: 793/924 -- GLOBAL_STEP: 190800 | > loss_disc: 2.305191993713379 (2.232572032103472) | > loss_disc_real_0: 0.19349849224090576 (0.13285883718544894) | > loss_disc_real_1: 0.18185676634311676 (0.18851441821414622) | > loss_disc_real_2: 0.21822331845760345 (0.20162345978230573) | > loss_disc_real_3: 0.2383037954568863 (0.20488789690773537) | > loss_disc_real_4: 0.2358412742614746 (0.20571046915436145) | > loss_disc_real_5: 0.24650534987449646 (0.20367463316397294) | > loss_0: 2.305191993713379 (2.232572032103472) | > grad_norm_0: tensor(64.4395, device='cuda:0') (tensor(51.1044, device='cuda:0')) | > loss_gen: 2.7782135009765625 (2.780834445436245) | > loss_kl: 2.1259756088256836 (2.109327705631039) | > loss_feat: 8.491324424743652 (8.466063159110405) | > loss_mel: 14.912339210510254 (15.012220431997676) | > loss_duration: 1.5491032600402832 (1.5974565164137913) | > amp_scaler: 128.0 (128.484237074401) | > loss_1: 29.856956481933594 (29.965902256334264) | > grad_norm_1: tensor(959.7453, device='cuda:0') (tensor(818.2553, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.8434 (0.9198999483077253) | > loader_time: 0.0095 (0.01111170472894309)  --> TIME: 2025-02-21 06:16:55 -- STEP: 843/924 -- GLOBAL_STEP: 190850 | > loss_disc: 2.089773654937744 (2.2326407568310507) | > loss_disc_real_0: 0.09206819534301758 (0.13246788186587927) | > loss_disc_real_1: 0.19501246511936188 (0.18860860575489874) | > loss_disc_real_2: 0.2435508817434311 (0.2016724973103895) | > loss_disc_real_3: 0.19263292849063873 (0.2048438979955754) | > loss_disc_real_4: 0.2217855304479599 (0.2056453915253228) | > loss_disc_real_5: 0.168052077293396 (0.20371581880930345) | > loss_0: 2.089773654937744 (2.2326407568310507) | > grad_norm_0: tensor(39.5836, device='cuda:0') (tensor(50.9214, device='cuda:0')) | > loss_gen: 3.0594747066497803 (2.7792876216440443) | > loss_kl: 2.1744236946105957 (2.1105983429814863) | > loss_feat: 9.48883056640625 (8.460954245299195) | > loss_mel: 15.059347152709961 (15.01293424581435) | > loss_duration: 1.5798755884170532 (1.597219419790474) | > amp_scaler: 128.0 (128.45551601423483) | > loss_1: 31.36195182800293 (29.96099387878201) | > grad_norm_1: tensor(1030.0553, device='cuda:0') (tensor(819.2454, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.9469 (0.9192573147453589) | > loader_time: 0.0117 (0.011110522993094545)  --> TIME: 2025-02-21 06:17:41 -- STEP: 893/924 -- GLOBAL_STEP: 190900 | > loss_disc: 2.336358070373535 (2.2335095806057748) | > loss_disc_real_0: 0.1446172446012497 (0.13277162419171143) | > loss_disc_real_1: 0.19390030205249786 (0.1885734300764251) | > loss_disc_real_2: 0.1854647994041443 (0.20163551034679067) | > loss_disc_real_3: 0.24266673624515533 (0.2049220969769081) | > loss_disc_real_4: 0.18972307443618774 (0.20564580644498606) | > loss_disc_real_5: 0.18298164010047913 (0.2038389437843411) | > loss_0: 2.336358070373535 (2.2335095806057748) | > grad_norm_0: tensor(70.2796, device='cuda:0') (tensor(50.8218, device='cuda:0')) | > loss_gen: 2.6696524620056152 (2.777930200433678) | > loss_kl: 2.225353479385376 (2.1138295519925996) | > loss_feat: 8.83009147644043 (8.460046752169289) | > loss_mel: 16.34263038635254 (15.023593540554751) | > loss_duration: 1.5897489786148071 (1.5974017995736103) | > amp_scaler: 128.0 (128.43001119820818) | > loss_1: 31.6574764251709 (29.97280185567038) | > grad_norm_1: tensor(1063.6191, device='cuda:0') (tensor(818.9459, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.9225 (0.9190975055181967) | > loader_time: 0.0109 (0.01111498178052741)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3787364959716797 (2.3787364959716797) | > loss_disc_real_0: 0.13029992580413818 (0.13029992580413818) | > loss_disc_real_1: 0.2348511517047882 (0.2348511517047882) | > loss_disc_real_2: 0.21007440984249115 (0.21007440984249115) | > loss_disc_real_3: 0.1894451379776001 (0.1894451379776001) | > loss_disc_real_4: 0.20444713532924652 (0.20444713532924652) | > loss_disc_real_5: 0.187385693192482 (0.187385693192482) | > loss_0: 2.3787364959716797 (2.3787364959716797) | > loss_gen: 2.3672945499420166 (2.3672945499420166) | > loss_kl: 2.115255355834961 (2.115255355834961) | > loss_feat: 7.932818412780762 (7.932818412780762) | > loss_mel: 14.999173164367676 (14.999173164367676) | > loss_duration: 1.6925854682922363 (1.6925854682922363) | > loss_1: 29.107126235961914 (29.107126235961914)  --> STEP: 1 | > loss_disc: 2.395277738571167 (2.395277738571167) | > loss_disc_real_0: 0.1365344375371933 (0.1365344375371933) | > loss_disc_real_1: 0.23974984884262085 (0.23974984884262085) | > loss_disc_real_2: 0.2106718122959137 (0.2106718122959137) | > loss_disc_real_3: 0.19427770376205444 (0.19427770376205444) | > loss_disc_real_4: 0.21071159839630127 (0.21071159839630127) | > loss_disc_real_5: 0.2044563740491867 (0.2044563740491867) | > loss_0: 2.395277738571167 (2.395277738571167) | > loss_gen: 2.3542022705078125 (2.3542022705078125) | > loss_kl: 2.149057388305664 (2.149057388305664) | > loss_feat: 7.190212726593018 (7.190212726593018) | > loss_mel: 14.169283866882324 (14.169283866882324) | > loss_duration: 1.6830074787139893 (1.6830074787139893) | > loss_1: 27.54576301574707 (27.54576301574707)  --> STEP: 2 | > loss_disc: 2.432121753692627 (2.413699746131897) | > loss_disc_real_0: 0.14574111998081207 (0.14113777875900269) | > loss_disc_real_1: 0.24793052673339844 (0.24384018778800964) | > loss_disc_real_2: 0.21793168783187866 (0.21430175006389618) | > loss_disc_real_3: 0.20515076816082 (0.19971423596143723) | > loss_disc_real_4: 0.20352496206760406 (0.20711828023195267) | > loss_disc_real_5: 0.20686401426792145 (0.20566019415855408) | > loss_0: 2.432121753692627 (2.413699746131897) | > loss_gen: 2.3166210651397705 (2.3354116678237915) | > loss_kl: 2.0221800804138184 (2.085618734359741) | > loss_feat: 6.882871150970459 (7.036541938781738) | > loss_mel: 12.994986534118652 (13.582135200500488) | > loss_duration: 1.5894238948822021 (1.6362156867980957) | > loss_1: 25.80608367919922 (26.675923347473145)  --> STEP: 3 | > loss_disc: 2.45060133934021 (2.4260002772013345) | > loss_disc_real_0: 0.1444874405860901 (0.14225433270136514) | > loss_disc_real_1: 0.22968889772891998 (0.23912309110164642) | > loss_disc_real_2: 0.1935943216085434 (0.2073992739121119) | > loss_disc_real_3: 0.2272425889968872 (0.20889035363992056) | > loss_disc_real_4: 0.21401908993721008 (0.20941855013370514) | > loss_disc_real_5: 0.21092070639133453 (0.20741369823614755) | > loss_0: 2.45060133934021 (2.4260002772013345) | > loss_gen: 2.313836097717285 (2.3282198111216226) | > loss_kl: 2.074100971221924 (2.0817794799804688) | > loss_feat: 7.659860610961914 (7.244314829508464) | > loss_mel: 14.774789810180664 (13.979686737060547) | > loss_duration: 1.6724205017089844 (1.6482839584350586) | > loss_1: 28.495006561279297 (27.282284418741863)  --> STEP: 4 | > loss_disc: 2.5007662773132324 (2.444691777229309) | > loss_disc_real_0: 0.18306249380111694 (0.1524563729763031) | > loss_disc_real_1: 0.2407587468624115 (0.2395320050418377) | > loss_disc_real_2: 0.2205047756433487 (0.2106756493449211) | > loss_disc_real_3: 0.20395974814891815 (0.20765770226716995) | > loss_disc_real_4: 0.20369884371757507 (0.20798862352967262) | > loss_disc_real_5: 0.20139868557453156 (0.20590994507074356) | > loss_0: 2.5007662773132324 (2.444691777229309) | > loss_gen: 2.2151870727539062 (2.2999616265296936) | > loss_kl: 1.9281283617019653 (2.043366700410843) | > loss_feat: 6.09584379196167 (6.957197070121765) | > loss_mel: 11.688879013061523 (13.406984806060791) | > loss_duration: 1.776648759841919 (1.6803751587867737) | > loss_1: 23.704689025878906 (26.387885570526123)  --> STEP: 5 | > loss_disc: 2.4995503425598145 (2.45566349029541) | > loss_disc_real_0: 0.15713375806808472 (0.15339184999465943) | > loss_disc_real_1: 0.2612030506134033 (0.2438662141561508) | > loss_disc_real_2: 0.18268631398677826 (0.20507778227329254) | > loss_disc_real_3: 0.19672250747680664 (0.2054706633090973) | > loss_disc_real_4: 0.1681811660528183 (0.20002713203430175) | > loss_disc_real_5: 0.22063149511814117 (0.2088542550802231) | > loss_0: 2.4995503425598145 (2.45566349029541) | > loss_gen: 2.0689167976379395 (2.253752660751343) | > loss_kl: 2.082674741744995 (2.0512283086776733) | > loss_feat: 5.298809051513672 (6.625519466400147) | > loss_mel: 10.688826560974121 (12.863353157043457) | > loss_duration: 1.5317585468292236 (1.6506518363952636) | > loss_1: 21.67098617553711 (25.44450569152832) --> EVAL PERFORMANCE | > avg_loader_time: 0.15718431472778321 (-0.0022563457489013505) | > avg_loss_disc: 2.45566349029541 (+0.169641065597534) | > avg_loss_disc_real_0: 0.15339184999465943 (-0.04184661209583282) | > avg_loss_disc_real_1: 0.2438662141561508 (+0.0755121111869812) | > avg_loss_disc_real_2: 0.20507778227329254 (+0.00896841287612915) | > avg_loss_disc_real_3: 0.2054706633090973 (+0.03373483717441561) | > avg_loss_disc_real_4: 0.20002713203430175 (-0.019440191984176652) | > avg_loss_disc_real_5: 0.2088542550802231 (+0.00421567857265473) | > avg_loss_0: 2.45566349029541 (+0.169641065597534) | > avg_loss_gen: 2.253752660751343 (-0.2816907882690427) | > avg_loss_kl: 2.0512283086776733 (+0.03628277778625488) | > avg_loss_feat: 6.625519466400147 (-1.6085069656372069) | > avg_loss_mel: 12.863353157043457 (-1.9243242263793938) | > avg_loss_duration: 1.6506518363952636 (-0.0008813381195069692) | > avg_loss_1: 25.44450569152832 (-3.7791206359863274)  > EPOCH: 157/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 06:18:19)   --> TIME: 2025-02-21 06:18:39 -- STEP: 19/924 -- GLOBAL_STEP: 190950 | > loss_disc: 2.1754798889160156 (2.2542747823815596) | > loss_disc_real_0: 0.09575091302394867 (0.12806633585377744) | > loss_disc_real_1: 0.18081113696098328 (0.19199715711568532) | > loss_disc_real_2: 0.19937604665756226 (0.2058540966949965) | > loss_disc_real_3: 0.2126464545726776 (0.2070606695978265) | > loss_disc_real_4: 0.20772500336170197 (0.20853670960978457) | > loss_disc_real_5: 0.17517827451229095 (0.19790903282792946) | > loss_0: 2.1754798889160156 (2.2542747823815596) | > grad_norm_0: tensor(17.6524, device='cuda:0') (tensor(39.8104, device='cuda:0')) | > loss_gen: 2.726179599761963 (2.6843080144179496) | > loss_kl: 2.259659767150879 (2.151632120734767) | > loss_feat: 8.79566764831543 (8.145949790352269) | > loss_mel: 15.317647933959961 (14.998503684997559) | > loss_duration: 1.5952863693237305 (1.5877364246468795) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.694438934326172 (29.568130192003753) | > grad_norm_1: tensor(310.6783, device='cuda:0') (tensor(574.4268, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.9239 (0.9217744501013505) | > loader_time: 0.0154 (0.010633819981625206)  --> TIME: 2025-02-21 06:19:26 -- STEP: 69/924 -- GLOBAL_STEP: 191000 | > loss_disc: 2.343512535095215 (2.242957032245139) | > loss_disc_real_0: 0.23389606177806854 (0.13409934819176583) | > loss_disc_real_1: 0.15853604674339294 (0.18940718795942224) | > loss_disc_real_2: 0.18554536998271942 (0.2032811909482099) | > loss_disc_real_3: 0.22784242033958435 (0.20557219653889752) | > loss_disc_real_4: 0.1841127574443817 (0.20648019058980804) | > loss_disc_real_5: 0.19755049049854279 (0.20224429191886514) | > loss_0: 2.343512535095215 (2.242957032245139) | > grad_norm_0: tensor(104.1368, device='cuda:0') (tensor(47.8488, device='cuda:0')) | > loss_gen: 2.714895248413086 (2.757588096286939) | > loss_kl: 2.3107187747955322 (2.138553365417149) | > loss_feat: 8.059320449829102 (8.287693445233332) | > loss_mel: 16.482505798339844 (14.871020607326342) | > loss_duration: 1.6589055061340332 (1.5965911046318386) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.22634506225586 (29.651446688002434) | > grad_norm_1: tensor(979.5458, device='cuda:0') (tensor(758.6334, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.9215 (0.9202780758125194) | > loader_time: 0.0104 (0.01086477265841719) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_191000.pth  --> TIME: 2025-02-21 06:20:14 -- STEP: 119/924 -- GLOBAL_STEP: 191050 | > loss_disc: 2.2089216709136963 (2.2427169555375555) | > loss_disc_real_0: 0.07966185361146927 (0.13318868695186975) | > loss_disc_real_1: 0.1852746307849884 (0.19004350211940893) | > loss_disc_real_2: 0.2319718599319458 (0.203082533694115) | > loss_disc_real_3: 0.229124054312706 (0.20543646712263092) | > loss_disc_real_4: 0.19099299609661102 (0.20691542465145848) | > loss_disc_real_5: 0.1747453510761261 (0.20271320403123103) | > loss_0: 2.2089216709136963 (2.2427169555375555) | > grad_norm_0: tensor(37.8503, device='cuda:0') (tensor(49.3258, device='cuda:0')) | > loss_gen: 2.8261921405792236 (2.7780101419496948) | > loss_kl: 2.196162223815918 (2.1276655487653584) | > loss_feat: 8.81913948059082 (8.359457388645462) | > loss_mel: 15.107987403869629 (14.940229231569948) | > loss_duration: 1.5862929821014404 (1.597846531066574) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.53577423095703 (29.803208872049797) | > grad_norm_1: tensor(1043.5760, device='cuda:0') (tensor(802.4028, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.88 (0.9162662109407056) | > loader_time: 0.012 (0.011011518350168434)  --> TIME: 2025-02-21 06:21:01 -- STEP: 169/924 -- GLOBAL_STEP: 191100 | > loss_disc: 2.170469045639038 (2.240781142161442) | > loss_disc_real_0: 0.13596211373806 (0.13302086882249153) | > loss_disc_real_1: 0.19669611752033234 (0.19006943526352654) | > loss_disc_real_2: 0.1867147982120514 (0.20226969133467365) | > loss_disc_real_3: 0.17966407537460327 (0.20520051352723817) | > loss_disc_real_4: 0.1856444627046585 (0.20671406450003563) | > loss_disc_real_5: 0.19406834244728088 (0.2049480709274845) | > loss_0: 2.170469045639038 (2.240781142161442) | > grad_norm_0: tensor(79.2693, device='cuda:0') (tensor(47.9986, device='cuda:0')) | > loss_gen: 2.6700706481933594 (2.770086401313015) | > loss_kl: 2.170746326446533 (2.1322674186977397) | > loss_feat: 8.638630867004395 (8.359870862678655) | > loss_mel: 14.844468116760254 (14.98260302797577) | > loss_duration: 1.5519511699676514 (1.5974322141274897) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.87586784362793 (29.8422599205604) | > grad_norm_1: tensor(1089.4562, device='cuda:0') (tensor(779.5571, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.9508 (0.9197466810779459) | > loader_time: 0.0108 (0.011051209015253733)  --> TIME: 2025-02-21 06:21:48 -- STEP: 219/924 -- GLOBAL_STEP: 191150 | > loss_disc: 2.071845054626465 (2.235708527369042) | > loss_disc_real_0: 0.10632321238517761 (0.1324100724536263) | > loss_disc_real_1: 0.16181032359600067 (0.18939324090742088) | > loss_disc_real_2: 0.19114920496940613 (0.20156238204268015) | > loss_disc_real_3: 0.18297500908374786 (0.20489289370029484) | > loss_disc_real_4: 0.1750820130109787 (0.20589861811296037) | > loss_disc_real_5: 0.1672833263874054 (0.20512964539059766) | > loss_0: 2.071845054626465 (2.235708527369042) | > grad_norm_0: tensor(55.4631, device='cuda:0') (tensor(48.9767, device='cuda:0')) | > loss_gen: 2.867690324783325 (2.770702086627212) | > loss_kl: 1.997931957244873 (2.1327495161256818) | > loss_feat: 9.262969017028809 (8.36199103316215) | > loss_mel: 15.66729736328125 (14.952001380049476) | > loss_duration: 1.633622646331787 (1.5971352221214608) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.42951202392578 (29.814579158068796) | > grad_norm_1: tensor(1094.4041, device='cuda:0') (tensor(808.8618, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.8673 (0.9197889582751548) | > loader_time: 0.0126 (0.011021780641111608)  --> TIME: 2025-02-21 06:22:35 -- STEP: 269/924 -- GLOBAL_STEP: 191200 | > loss_disc: 2.070249080657959 (2.2331496782905553) | > loss_disc_real_0: 0.07314132153987885 (0.132793221193397) | > loss_disc_real_1: 0.16329912841320038 (0.189141113407993) | > loss_disc_real_2: 0.19450481235980988 (0.20167756385298025) | > loss_disc_real_3: 0.18966913223266602 (0.20449320999663112) | > loss_disc_real_4: 0.19118592143058777 (0.20533525229165103) | > loss_disc_real_5: 0.2032162845134735 (0.2044721874494978) | > loss_0: 2.070249080657959 (2.2331496782905553) | > grad_norm_0: tensor(37.0177, device='cuda:0') (tensor(49.9686, device='cuda:0')) | > loss_gen: 2.968386650085449 (2.773179495644836) | > loss_kl: 2.18343186378479 (2.1208691375406232) | > loss_feat: 9.356165885925293 (8.375315949819342) | > loss_mel: 16.68680763244629 (14.95306604236475) | > loss_duration: 1.6360318660736084 (1.5987089805886645) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.83082580566406 (29.821139551893047) | > grad_norm_1: tensor(1069.6656, device='cuda:0') (tensor(818.5785, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.9111 (0.9194905731314619) | > loader_time: 0.0103 (0.011047510409443795)  --> TIME: 2025-02-21 06:23:22 -- STEP: 319/924 -- GLOBAL_STEP: 191250 | > loss_disc: 2.146444797515869 (2.233980805896294) | > loss_disc_real_0: 0.12448207288980484 (0.13295028816476515) | > loss_disc_real_1: 0.1877271682024002 (0.18913863024741517) | > loss_disc_real_2: 0.19104471802711487 (0.2016038982939197) | > loss_disc_real_3: 0.21292756497859955 (0.20434989880618631) | > loss_disc_real_4: 0.1948278248310089 (0.20529964556888353) | > loss_disc_real_5: 0.19903653860092163 (0.20465536691178357) | > loss_0: 2.146444797515869 (2.233980805896294) | > grad_norm_0: tensor(56.8138, device='cuda:0') (tensor(50.8933, device='cuda:0')) | > loss_gen: 2.8380239009857178 (2.7776844366964504) | > loss_kl: 2.14447283744812 (2.1129019649051175) | > loss_feat: 9.01815128326416 (8.393917689129099) | > loss_mel: 15.534152030944824 (14.98654878251605) | > loss_duration: 1.578445553779602 (1.5983945815167084) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.11324691772461 (29.869447433089015) | > grad_norm_1: tensor(754.0986, device='cuda:0') (tensor(811.0278, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.9166 (0.91971836194723) | > loader_time: 0.01 (0.011048929818371621)  --> TIME: 2025-02-21 06:24:09 -- STEP: 369/924 -- GLOBAL_STEP: 191300 | > loss_disc: 2.2614822387695312 (2.2355912519987373) | > loss_disc_real_0: 0.13134139776229858 (0.13339523900411313) | > loss_disc_real_1: 0.15444202721118927 (0.18877170943632365) | > loss_disc_real_2: 0.18417073786258698 (0.20173954648700188) | > loss_disc_real_3: 0.1708192229270935 (0.20454379003545456) | > loss_disc_real_4: 0.19360315799713135 (0.20551378758457617) | > loss_disc_real_5: 0.21521195769309998 (0.20467496463438367) | > loss_0: 2.2614822387695312 (2.2355912519987373) | > grad_norm_0: tensor(59.7108, device='cuda:0') (tensor(49.3315, device='cuda:0')) | > loss_gen: 2.6356537342071533 (2.7699788153010014) | > loss_kl: 2.0673065185546875 (2.117161639337615) | > loss_feat: 8.453873634338379 (8.389296804340226) | > loss_mel: 15.132267951965332 (14.998219823449608) | > loss_duration: 1.6478335857391357 (1.5990327380213958) | > amp_scaler: 64.0 (122.44986449864498) | > loss_1: 29.936935424804688 (29.87368979622032) | > grad_norm_1: tensor(685.3756, device='cuda:0') (tensor(788.7976, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.8995 (0.9202196539902106) | > loader_time: 0.0099 (0.0110539446678265)  --> TIME: 2025-02-21 06:24:56 -- STEP: 419/924 -- GLOBAL_STEP: 191350 | > loss_disc: 2.260061264038086 (2.2331447572867473) | > loss_disc_real_0: 0.05942871421575546 (0.1346293432829203) | > loss_disc_real_1: 0.17519506812095642 (0.18838999575106233) | > loss_disc_real_2: 0.17408472299575806 (0.20119530175921457) | > loss_disc_real_3: 0.22292298078536987 (0.20415842220151623) | > loss_disc_real_4: 0.20267891883850098 (0.2052893903204251) | > loss_disc_real_5: 0.17445170879364014 (0.2040898635592268) | > loss_0: 2.260061264038086 (2.2331447572867473) | > grad_norm_0: tensor(35.4218, device='cuda:0') (tensor(50.2938, device='cuda:0')) | > loss_gen: 2.6823129653930664 (2.778745401446177) | > loss_kl: 1.9852477312088013 (2.116548645752422) | > loss_feat: 8.213324546813965 (8.424589823993685) | > loss_mel: 15.604361534118652 (15.036836048299202) | > loss_duration: 1.6105632781982422 (1.5993671889521341) | > amp_scaler: 64.0 (115.47494033412887) | > loss_1: 30.095808029174805 (29.956087103322467) | > grad_norm_1: tensor(673.4000, device='cuda:0') (tensor(799.2861, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.927 (0.9204358024642689) | > loader_time: 0.0111 (0.011034898940020358)  --> TIME: 2025-02-21 06:25:43 -- STEP: 469/924 -- GLOBAL_STEP: 191400 | > loss_disc: 2.3113162517547607 (2.2327409507369183) | > loss_disc_real_0: 0.12623506784439087 (0.13367543424338668) | > loss_disc_real_1: 0.20450277626514435 (0.18853661405252248) | > loss_disc_real_2: 0.23667792975902557 (0.20126430823731778) | > loss_disc_real_3: 0.2376285046339035 (0.20421330468741053) | > loss_disc_real_4: 0.20447546243667603 (0.20528604277669749) | > loss_disc_real_5: 0.1799774467945099 (0.20469437803286739) | > loss_0: 2.3113162517547607 (2.2327409507369183) | > grad_norm_0: tensor(14.8867, device='cuda:0') (tensor(49.1630, device='cuda:0')) | > loss_gen: 2.542804718017578 (2.77732723506529) | > loss_kl: 2.0946571826934814 (2.1183531154701676) | > loss_feat: 7.402507781982422 (8.434837817129042) | > loss_mel: 12.960367202758789 (15.053202747027758) | > loss_duration: 1.6144987344741821 (1.598982700661047) | > amp_scaler: 64.0 (109.98720682302772) | > loss_1: 26.61483383178711 (29.982703589173013) | > grad_norm_1: tensor(520.4798, device='cuda:0') (tensor(796.5255, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.9794 (0.9215391002484222) | > loader_time: 0.0107 (0.010996461677144586)  --> TIME: 2025-02-21 06:26:30 -- STEP: 519/924 -- GLOBAL_STEP: 191450 | > loss_disc: 2.3262879848480225 (2.2317801436018163) | > loss_disc_real_0: 0.16889958083629608 (0.1335738254118861) | > loss_disc_real_1: 0.20060238242149353 (0.18835270723511036) | > loss_disc_real_2: 0.19657807052135468 (0.2009833342824598) | > loss_disc_real_3: 0.20407326519489288 (0.20422695752283512) | > loss_disc_real_4: 0.20202234387397766 (0.20529872285263157) | > loss_disc_real_5: 0.20455129444599152 (0.2042839073778807) | > loss_0: 2.3262879848480225 (2.2317801436018163) | > grad_norm_0: tensor(67.5406, device='cuda:0') (tensor(49.6346, device='cuda:0')) | > loss_gen: 2.7259583473205566 (2.779986651646609) | > loss_kl: 2.234760284423828 (2.1194325696985588) | > loss_feat: 8.251668930053711 (8.443626468121893) | > loss_mel: 15.836058616638184 (15.053363061364676) | > loss_duration: 1.6147363185882568 (1.5990084143272945) | > amp_scaler: 64.0 (105.55684007707129) | > loss_1: 30.66318130493164 (29.995417133691454) | > grad_norm_1: tensor(565.2659, device='cuda:0') (tensor(796.4894, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.9051 (0.9214289923394117) | > loader_time: 0.0102 (0.010952470389864119)  --> TIME: 2025-02-21 06:27:17 -- STEP: 569/924 -- GLOBAL_STEP: 191500 | > loss_disc: 2.1281027793884277 (2.2315907088650135) | > loss_disc_real_0: 0.08345229923725128 (0.13309051000197236) | > loss_disc_real_1: 0.23952482640743256 (0.18854217511488822) | > loss_disc_real_2: 0.21233315765857697 (0.20154896687539467) | > loss_disc_real_3: 0.2100605070590973 (0.2041570101921923) | > loss_disc_real_4: 0.20160259306430817 (0.20524413079704254) | > loss_disc_real_5: 0.179246723651886 (0.20438766157375704) | > loss_0: 2.1281027793884277 (2.2315907088650135) | > grad_norm_0: tensor(18.8039, device='cuda:0') (tensor(49.5022, device='cuda:0')) | > loss_gen: 2.896790027618408 (2.780134856386637) | > loss_kl: 1.8710213899612427 (2.1182771663464623) | > loss_feat: 8.690285682678223 (8.445461926854144) | > loss_mel: 15.038167953491211 (15.040568465717229) | > loss_duration: 1.5895895957946777 (1.5988013281344529) | > amp_scaler: 64.0 (101.90509666080843) | > loss_1: 30.08585548400879 (29.983243734430136) | > grad_norm_1: tensor(1037.5299, device='cuda:0') (tensor(792.6517, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.9358 (0.9215632096744799) | > loader_time: 0.0109 (0.010966815931725795)  --> TIME: 2025-02-21 06:28:03 -- STEP: 619/924 -- GLOBAL_STEP: 191550 | > loss_disc: 2.2848336696624756 (2.2336599588009003) | > loss_disc_real_0: 0.11483107507228851 (0.13394302530560231) | > loss_disc_real_1: 0.20496606826782227 (0.18857281312033522) | > loss_disc_real_2: 0.15116260945796967 (0.2012743720956303) | > loss_disc_real_3: 0.1745326966047287 (0.2044431528193885) | > loss_disc_real_4: 0.19914889335632324 (0.20514787138952773) | > loss_disc_real_5: 0.21744784712791443 (0.20482579006035617) | > loss_0: 2.2848336696624756 (2.2336599588009003) | > grad_norm_0: tensor(40.8750, device='cuda:0') (tensor(49.5294, device='cuda:0')) | > loss_gen: 2.5692856311798096 (2.7794737072483966) | > loss_kl: 2.007476329803467 (2.1189743983341134) | > loss_feat: 8.034174919128418 (8.450394886183242) | > loss_mel: 14.747089385986328 (15.046044355833088) | > loss_duration: 1.602905035018921 (1.5986393191317556) | > amp_scaler: 64.0 (98.843295638126) | > loss_1: 28.9609317779541 (29.993526665189925) | > grad_norm_1: tensor(844.8252, device='cuda:0') (tensor(786.6511, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.9368 (0.9214060568462858) | > loader_time: 0.011 (0.010975796879782238)  --> TIME: 2025-02-21 06:28:50 -- STEP: 669/924 -- GLOBAL_STEP: 191600 | > loss_disc: 2.2300844192504883 (2.232078296364868) | > loss_disc_real_0: 0.08109387755393982 (0.13319452402080284) | > loss_disc_real_1: 0.1576850712299347 (0.18841521898549085) | > loss_disc_real_2: 0.2087014615535736 (0.201146648648252) | > loss_disc_real_3: 0.19251585006713867 (0.2046737993868299) | > loss_disc_real_4: 0.2029563933610916 (0.20509980456355084) | > loss_disc_real_5: 0.203103706240654 (0.20485508348375167) | > loss_0: 2.2300844192504883 (2.232078296364868) | > grad_norm_0: tensor(50.8064, device='cuda:0') (tensor(49.2671, device='cuda:0')) | > loss_gen: 2.692556858062744 (2.780371572939268) | > loss_kl: 2.404460906982422 (2.119389848858785) | > loss_feat: 8.336132049560547 (8.467151611196977) | > loss_mel: 14.410314559936523 (15.052791870584759) | > loss_duration: 1.5444605350494385 (1.597994198179031) | > amp_scaler: 64.0 (96.23916292974587) | > loss_1: 29.387924194335938 (30.017699109064623) | > grad_norm_1: tensor(1062.2466, device='cuda:0') (tensor(794.1602, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.8854 (0.9210305360044243) | > loader_time: 0.0091 (0.010961958111134342)  --> TIME: 2025-02-21 06:29:37 -- STEP: 719/924 -- GLOBAL_STEP: 191650 | > loss_disc: 2.1348156929016113 (2.2329672642974434) | > loss_disc_real_0: 0.14624793827533722 (0.13365741828987576) | > loss_disc_real_1: 0.1804794818162918 (0.18854004399584165) | > loss_disc_real_2: 0.1930111050605774 (0.2010215407908377) | > loss_disc_real_3: 0.1800762265920639 (0.20470490950122164) | > loss_disc_real_4: 0.1988036185503006 (0.20518713455870022) | > loss_disc_real_5: 0.2216881960630417 (0.2047557977956924) | > loss_0: 2.1348156929016113 (2.2329672642974434) | > grad_norm_0: tensor(66.1242, device='cuda:0') (tensor(49.6753, device='cuda:0')) | > loss_gen: 2.955942153930664 (2.7822755205448857) | > loss_kl: 2.2375943660736084 (2.1218691968121988) | > loss_feat: 9.452719688415527 (8.471806928080216) | > loss_mel: 16.605754852294922 (15.057586774706675) | > loss_duration: 1.5864256620407104 (1.598013106075547) | > amp_scaler: 64.0 (93.99721835883172) | > loss_1: 32.838436126708984 (30.03155153351467) | > grad_norm_1: tensor(791.5218, device='cuda:0') (tensor(788.5558, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.9212 (0.9214218458645201) | > loader_time: 0.0103 (0.010995111147120528)  --> TIME: 2025-02-21 06:30:24 -- STEP: 769/924 -- GLOBAL_STEP: 191700 | > loss_disc: 2.170865297317505 (2.2333294508206065) | > loss_disc_real_0: 0.11378524452447891 (0.13390841997278194) | > loss_disc_real_1: 0.1936931610107422 (0.18865635510538922) | > loss_disc_real_2: 0.19571466743946075 (0.20095653882339806) | > loss_disc_real_3: 0.21831820905208588 (0.20476487978459645) | > loss_disc_real_4: 0.23520015180110931 (0.20517653941875627) | > loss_disc_real_5: 0.19750912487506866 (0.2047974004353287) | > loss_0: 2.170865297317505 (2.2333294508206065) | > grad_norm_0: tensor(46.9333, device='cuda:0') (tensor(49.7949, device='cuda:0')) | > loss_gen: 2.834669589996338 (2.7805914764131447) | > loss_kl: 2.0951156616210938 (2.1241826414286833) | > loss_feat: 9.519449234008789 (8.474570160259354) | > loss_mel: 15.428293228149414 (15.058131149748366) | > loss_duration: 1.5949978828430176 (1.598205004928946) | > amp_scaler: 64.0 (92.04681404421326) | > loss_1: 31.472524642944336 (30.035680463317156) | > grad_norm_1: tensor(646.0405, device='cuda:0') (tensor(788.4259, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.9111 (0.9211231577070854) | > loader_time: 0.0112 (0.011003342034447793)  --> TIME: 2025-02-21 06:31:10 -- STEP: 819/924 -- GLOBAL_STEP: 191750 | > loss_disc: 2.083491325378418 (2.2350067483927583) | > loss_disc_real_0: 0.09739212691783905 (0.13464543818790667) | > loss_disc_real_1: 0.16595736145973206 (0.18864828815754253) | > loss_disc_real_2: 0.20143568515777588 (0.20080035950383565) | > loss_disc_real_3: 0.1974373310804367 (0.20471438965663513) | > loss_disc_real_4: 0.17763976752758026 (0.20524786101592765) | > loss_disc_real_5: 0.1584293693304062 (0.2049995874565309) | > loss_0: 2.083491325378418 (2.2350067483927583) | > grad_norm_0: tensor(15.0553, device='cuda:0') (tensor(49.3166, device='cuda:0')) | > loss_gen: 2.731663703918457 (2.7758164868686643) | > loss_kl: 2.1083569526672363 (2.122518840872467) | > loss_feat: 8.67099666595459 (8.460048971304234) | > loss_mel: 15.539566040039062 (15.04481446728456) | > loss_duration: 1.5925543308258057 (1.5981850771094708) | > amp_scaler: 64.0 (90.33455433455434) | > loss_1: 30.643136978149414 (30.001383885068044) | > grad_norm_1: tensor(196.7956, device='cuda:0') (tensor(775.6896, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.9253 (0.920767742781121) | > loader_time: 0.0111 (0.010997419392232926)  --> TIME: 2025-02-21 06:31:56 -- STEP: 869/924 -- GLOBAL_STEP: 191800 | > loss_disc: 2.2470641136169434 (2.2348548992868094) | > loss_disc_real_0: 0.08045119047164917 (0.13453342158977522) | > loss_disc_real_1: 0.16790463030338287 (0.18858728395781418) | > loss_disc_real_2: 0.2022477090358734 (0.2007607377131048) | > loss_disc_real_3: 0.22778543829917908 (0.20475774207790098) | > loss_disc_real_4: 0.1848372370004654 (0.2053369901842846) | > loss_disc_real_5: 0.17733754217624664 (0.20522990846798533) | > loss_0: 2.2470641136169434 (2.2348548992868094) | > grad_norm_0: tensor(34.9756, device='cuda:0') (tensor(48.3679, device='cuda:0')) | > loss_gen: 2.69712233543396 (2.7734240363464515) | > loss_kl: 2.1023809909820557 (2.121490714327785) | > loss_feat: 8.21124267578125 (8.460048828629825) | > loss_mel: 14.07111930847168 (15.042716651846268) | > loss_duration: 1.6022459268569946 (1.5982407091401938) | > amp_scaler: 64.0 (88.81933256616801) | > loss_1: 28.684110641479492 (29.99592097362523) | > grad_norm_1: tensor(937.7765, device='cuda:0') (tensor(769.4549, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.9156 (0.9200398194913348) | > loader_time: 0.0112 (0.010986896323938223)  --> TIME: 2025-02-21 06:32:42 -- STEP: 919/924 -- GLOBAL_STEP: 191850 | > loss_disc: 2.1877264976501465 (2.2357170444318317) | > loss_disc_real_0: 0.10895482450723648 (0.1346005479702817) | > loss_disc_real_1: 0.21998968720436096 (0.18864675098067424) | > loss_disc_real_2: 0.20416608452796936 (0.20088187184375308) | > loss_disc_real_3: 0.16982401907444 (0.20487193568681608) | > loss_disc_real_4: 0.16827192902565002 (0.20534942308045576) | > loss_disc_real_5: 0.18500709533691406 (0.20529858145348012) | > loss_0: 2.1877264976501465 (2.2357170444318317) | > grad_norm_0: tensor(36.8933, device='cuda:0') (tensor(48.4862, device='cuda:0')) | > loss_gen: 2.7969589233398438 (2.7742350957598583) | > loss_kl: 2.099741220474243 (2.1231900294016417) | > loss_feat: 8.80913257598877 (8.462731784264331) | > loss_mel: 15.563796997070312 (15.049173832458562) | > loss_duration: 1.589111328125 (1.5977938853617721) | > amp_scaler: 64.0 (87.4689880304679) | > loss_1: 30.858741760253906 (30.007124652800286) | > grad_norm_1: tensor(708.9688, device='cuda:0') (tensor(766.4522, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.9021 (0.9189910014383941) | > loader_time: 0.0105 (0.010966757306336575)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.277792453765869 (2.277792453765869) | > loss_disc_real_0: 0.1879519522190094 (0.1879519522190094) | > loss_disc_real_1: 0.19917123019695282 (0.19917123019695282) | > loss_disc_real_2: 0.217134028673172 (0.217134028673172) | > loss_disc_real_3: 0.1898145079612732 (0.1898145079612732) | > loss_disc_real_4: 0.1810167133808136 (0.1810167133808136) | > loss_disc_real_5: 0.20910894870758057 (0.20910894870758057) | > loss_0: 2.277792453765869 (2.277792453765869) | > loss_gen: 2.567704677581787 (2.567704677581787) | > loss_kl: 2.1800897121429443 (2.1800897121429443) | > loss_feat: 8.236949920654297 (8.236949920654297) | > loss_mel: 14.678321838378906 (14.678321838378906) | > loss_duration: 1.6865891218185425 (1.6865891218185425) | > loss_1: 29.349655151367188 (29.349655151367188)  --> STEP: 1 | > loss_disc: 2.329655647277832 (2.329655647277832) | > loss_disc_real_0: 0.2363271862268448 (0.2363271862268448) | > loss_disc_real_1: 0.20550134778022766 (0.20550134778022766) | > loss_disc_real_2: 0.22999127209186554 (0.22999127209186554) | > loss_disc_real_3: 0.20728836953639984 (0.20728836953639984) | > loss_disc_real_4: 0.17877237498760223 (0.17877237498760223) | > loss_disc_real_5: 0.23288460075855255 (0.23288460075855255) | > loss_0: 2.329655647277832 (2.329655647277832) | > loss_gen: 2.6589198112487793 (2.6589198112487793) | > loss_kl: 2.064387083053589 (2.064387083053589) | > loss_feat: 7.479888916015625 (7.479888916015625) | > loss_mel: 14.277816772460938 (14.277816772460938) | > loss_duration: 1.6763125658035278 (1.6763125658035278) | > loss_1: 28.15732765197754 (28.15732765197754)  --> STEP: 2 | > loss_disc: 2.3116962909698486 (2.3206759691238403) | > loss_disc_real_0: 0.19285069406032562 (0.2145889401435852) | > loss_disc_real_1: 0.21797703206539154 (0.2117391899228096) | > loss_disc_real_2: 0.20468132197856903 (0.21733629703521729) | > loss_disc_real_3: 0.21551649272441864 (0.21140243113040924) | > loss_disc_real_4: 0.21027612686157227 (0.19452425092458725) | > loss_disc_real_5: 0.2156037539243698 (0.22424417734146118) | > loss_0: 2.3116962909698486 (2.3206759691238403) | > loss_gen: 2.6306612491607666 (2.644790530204773) | > loss_kl: 2.0348615646362305 (2.0496243238449097) | > loss_feat: 8.78955078125 (8.134719848632812) | > loss_mel: 15.708634376525879 (14.993225574493408) | > loss_duration: 1.582228183746338 (1.6292703747749329) | > loss_1: 30.745935440063477 (29.451631546020508)  --> STEP: 3 | > loss_disc: 2.378819465637207 (2.340057134628296) | > loss_disc_real_0: 0.20276029407978058 (0.210646058122317) | > loss_disc_real_1: 0.21901701390743256 (0.21416513125101724) | > loss_disc_real_2: 0.225020632147789 (0.21989774207274118) | > loss_disc_real_3: 0.21676495671272278 (0.21318993965784708) | > loss_disc_real_4: 0.19676817953586578 (0.19527222712834677) | > loss_disc_real_5: 0.24516327679157257 (0.23121721049149832) | > loss_0: 2.378819465637207 (2.340057134628296) | > loss_gen: 2.573143482208252 (2.620908180872599) | > loss_kl: 2.019890308380127 (2.039712985356649) | > loss_feat: 7.620278358459473 (7.963239351908366) | > loss_mel: 14.715859413146973 (14.90077018737793) | > loss_duration: 1.6776783466339111 (1.6454063653945923) | > loss_1: 28.60685157775879 (29.1700382232666)  --> STEP: 4 | > loss_disc: 2.3838846683502197 (2.351014018058777) | > loss_disc_real_0: 0.19152897596359253 (0.20586678758263588) | > loss_disc_real_1: 0.2151821255683899 (0.2144193798303604) | > loss_disc_real_2: 0.21676242351531982 (0.21911391243338585) | > loss_disc_real_3: 0.23051711916923523 (0.21752173453569412) | > loss_disc_real_4: 0.21669241786003113 (0.20062727481126785) | > loss_disc_real_5: 0.22745810449123383 (0.2302774339914322) | > loss_0: 2.3838846683502197 (2.351014018058777) | > loss_gen: 2.563289165496826 (2.606503427028656) | > loss_kl: 2.000521421432495 (2.0299150943756104) | > loss_feat: 7.683854579925537 (7.893393158912659) | > loss_mel: 14.652081489562988 (14.838598012924194) | > loss_duration: 1.763406753540039 (1.674906462430954) | > loss_1: 28.66315269470215 (29.04331684112549)  --> STEP: 5 | > loss_disc: 2.0697948932647705 (2.2947701930999758) | > loss_disc_real_0: 0.21561436355113983 (0.20781630277633667) | > loss_disc_real_1: 0.20806831121444702 (0.21314916610717774) | > loss_disc_real_2: 0.16297833621501923 (0.20788679718971254) | > loss_disc_real_3: 0.24154482781887054 (0.2223263531923294) | > loss_disc_real_4: 0.1755981743335724 (0.19562145471572875) | > loss_disc_real_5: 0.2583754062652588 (0.2358970284461975) | > loss_0: 2.0697948932647705 (2.2947701930999758) | > loss_gen: 3.0977225303649902 (2.7047472476959227) | > loss_kl: 1.8034321069717407 (1.9846184968948364) | > loss_feat: 9.561752319335938 (8.227064990997315) | > loss_mel: 16.950681686401367 (15.26101474761963) | > loss_duration: 1.5256026983261108 (1.6450457096099853) | > loss_1: 32.93919372558594 (29.82249221801758) --> EVAL PERFORMANCE | > avg_loader_time: 0.1563109874725342 (-0.0008733272552490234) | > avg_loss_disc: 2.2947701930999758 (-0.16089329719543422) | > avg_loss_disc_real_0: 0.20781630277633667 (+0.054424452781677235) | > avg_loss_disc_real_1: 0.21314916610717774 (-0.030717048048973072) | > avg_loss_disc_real_2: 0.20788679718971254 (+0.002809014916419994) | > avg_loss_disc_real_3: 0.2223263531923294 (+0.016855689883232106) | > avg_loss_disc_real_4: 0.19562145471572875 (-0.004405677318572998) | > avg_loss_disc_real_5: 0.2358970284461975 (+0.02704277336597441) | > avg_loss_0: 2.2947701930999758 (-0.16089329719543422) | > avg_loss_gen: 2.7047472476959227 (+0.4509945869445797) | > avg_loss_kl: 1.9846184968948364 (-0.06660981178283687) | > avg_loss_feat: 8.227064990997315 (+1.6015455245971681) | > avg_loss_mel: 15.26101474761963 (+2.3976615905761722) | > avg_loss_duration: 1.6450457096099853 (-0.005606126785278276) | > avg_loss_1: 29.82249221801758 (+4.377986526489259)  > EPOCH: 158/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 06:32:55)   --> TIME: 2025-02-21 06:33:40 -- STEP: 45/924 -- GLOBAL_STEP: 191900 | > loss_disc: 2.176771640777588 (2.2560064421759702) | > loss_disc_real_0: 0.12276570498943329 (0.13285622977548187) | > loss_disc_real_1: 0.16437208652496338 (0.19132618672317928) | > loss_disc_real_2: 0.2070927917957306 (0.2039467367861006) | > loss_disc_real_3: 0.22038885951042175 (0.20986175702677834) | > loss_disc_real_4: 0.21199221909046173 (0.2064871201912562) | > loss_disc_real_5: 0.23040279746055603 (0.20938460528850555) | > loss_0: 2.176771640777588 (2.2560064421759702) | > grad_norm_0: tensor(32.5937, device='cuda:0') (tensor(45.6172, device='cuda:0')) | > loss_gen: 2.9316883087158203 (2.724770975112915) | > loss_kl: 2.254657745361328 (2.093563384479946) | > loss_feat: 7.953049659729004 (8.186230352189806) | > loss_mel: 14.73083782196045 (14.816927485995823) | > loss_duration: 1.5722506046295166 (1.5979579713609484) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.44248390197754 (29.419449954562715) | > grad_norm_1: tensor(920.5173, device='cuda:0') (tensor(699.7085, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.9588 (0.9300301869710287) | > loader_time: 0.0115 (0.010858996709187826)  --> TIME: 2025-02-21 06:34:27 -- STEP: 95/924 -- GLOBAL_STEP: 191950 | > loss_disc: 2.185495138168335 (2.2448493305005535) | > loss_disc_real_0: 0.12895263731479645 (0.1361078161942333) | > loss_disc_real_1: 0.17640869319438934 (0.1901404873320931) | > loss_disc_real_2: 0.19618162512779236 (0.2020732198890886) | > loss_disc_real_3: 0.20894689857959747 (0.20738680378386848) | > loss_disc_real_4: 0.2113610804080963 (0.2058177312738017) | > loss_disc_real_5: 0.20354920625686646 (0.20428154907728496) | > loss_0: 2.185495138168335 (2.2448493305005535) | > grad_norm_0: tensor(42.3800, device='cuda:0') (tensor(49.1207, device='cuda:0')) | > loss_gen: 2.806979179382324 (2.7740832328796388) | > loss_kl: 1.9600387811660767 (2.0889116475456624) | > loss_feat: 8.44089412689209 (8.32148934414512) | > loss_mel: 14.609161376953125 (14.999670098957262) | > loss_duration: 1.5903949737548828 (1.5988520873220344) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.407468795776367 (29.783006346853156) | > grad_norm_1: tensor(1012.5695, device='cuda:0') (tensor(779.4197, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.8825 (0.9284020725049471) | > loader_time: 0.009 (0.010840732172915814)  --> TIME: 2025-02-21 06:35:14 -- STEP: 145/924 -- GLOBAL_STEP: 192000 | > loss_disc: 2.2483465671539307 (2.245765738651672) | > loss_disc_real_0: 0.13266319036483765 (0.13288518282873887) | > loss_disc_real_1: 0.17220278084278107 (0.19160406014014936) | > loss_disc_real_2: 0.18336904048919678 (0.20189018372831669) | > loss_disc_real_3: 0.21804597973823547 (0.20623273941977271) | > loss_disc_real_4: 0.1896694004535675 (0.20669593286925347) | > loss_disc_real_5: 0.20022670924663544 (0.20451349636604046) | > loss_0: 2.2483465671539307 (2.245765738651672) | > grad_norm_0: tensor(36.0602, device='cuda:0') (tensor(47.1036, device='cuda:0')) | > loss_gen: 2.6345973014831543 (2.7581138775266454) | > loss_kl: 2.0693466663360596 (2.0883545152072247) | > loss_feat: 7.324528694152832 (8.335959638398268) | > loss_mel: 13.424460411071777 (14.994009820346175) | > loss_duration: 1.5846004486083984 (1.5979815639298536) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.037534713745117 (29.77441942938443) | > grad_norm_1: tensor(846.3310, device='cuda:0') (tensor(779.6883, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.9164 (0.9291439007068503) | > loader_time: 0.0108 (0.01087839850063982) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_192000.pth  --> TIME: 2025-02-21 06:36:04 -- STEP: 195/924 -- GLOBAL_STEP: 192050 | > loss_disc: 2.3285460472106934 (2.244111743340126) | > loss_disc_real_0: 0.11589869856834412 (0.13315339080798327) | > loss_disc_real_1: 0.23122075200080872 (0.19140377342700954) | > loss_disc_real_2: 0.21754197776317596 (0.20260931582022929) | > loss_disc_real_3: 0.24495111405849457 (0.20619592582568144) | > loss_disc_real_4: 0.2036093920469284 (0.20615910627903083) | > loss_disc_real_5: 0.20815914869308472 (0.20419138631759545) | > loss_0: 2.3285460472106934 (2.244111743340126) | > grad_norm_0: tensor(25.1462, device='cuda:0') (tensor(48.5529, device='cuda:0')) | > loss_gen: 2.718841552734375 (2.7698052699749294) | > loss_kl: 2.018423080444336 (2.1020764357004413) | > loss_feat: 7.319784641265869 (8.408576730581425) | > loss_mel: 14.122045516967773 (15.053222494858963) | > loss_duration: 1.6200230121612549 (1.5950278269938933) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.799118041992188 (29.928708736713116) | > grad_norm_1: tensor(461.2333, device='cuda:0') (tensor(796.6113, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.9144 (0.9268233458201091) | > loader_time: 0.0106 (0.01084903203524076)  --> TIME: 2025-02-21 06:36:51 -- STEP: 245/924 -- GLOBAL_STEP: 192100 | > loss_disc: 2.0468523502349854 (2.238415296710268) | > loss_disc_real_0: 0.14919674396514893 (0.1322345240687838) | > loss_disc_real_1: 0.16139839589595795 (0.1908741361024428) | > loss_disc_real_2: 0.2262272834777832 (0.20254256968595538) | > loss_disc_real_3: 0.17356765270233154 (0.2056156281305819) | > loss_disc_real_4: 0.16764098405838013 (0.20590481825020848) | > loss_disc_real_5: 0.17354348301887512 (0.20348037767166993) | > loss_0: 2.0468523502349854 (2.238415296710268) | > grad_norm_0: tensor(68.0020, device='cuda:0') (tensor(49.2319, device='cuda:0')) | > loss_gen: 3.1447384357452393 (2.775497070623904) | > loss_kl: 2.190474033355713 (2.0997001677143348) | > loss_feat: 9.491503715515137 (8.42635796410696) | > loss_mel: 15.986027717590332 (15.063482086025939) | > loss_duration: 1.6217117309570312 (1.5959159943522239) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.43445587158203 (29.96095324925014) | > grad_norm_1: tensor(1012.1680, device='cuda:0') (tensor(813.8817, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.9204 (0.9269039407068369) | > loader_time: 0.0136 (0.010884427051154935)  --> TIME: 2025-02-21 06:37:38 -- STEP: 295/924 -- GLOBAL_STEP: 192150 | > loss_disc: 2.366487741470337 (2.2365040690211933) | > loss_disc_real_0: 0.1795540601015091 (0.13148006536697943) | > loss_disc_real_1: 0.19074974954128265 (0.19063168516603562) | > loss_disc_real_2: 0.232463538646698 (0.20222047779519678) | > loss_disc_real_3: 0.2097775936126709 (0.20588607277910584) | > loss_disc_real_4: 0.20780423283576965 (0.20590812882124374) | > loss_disc_real_5: 0.2475627064704895 (0.20379283079656507) | > loss_0: 2.366487741470337 (2.2365040690211933) | > grad_norm_0: tensor(71.3101, device='cuda:0') (tensor(49.8692, device='cuda:0')) | > loss_gen: 2.7520253658294678 (2.772987583128073) | > loss_kl: 2.08331561088562 (2.1048277171991656) | > loss_feat: 7.559682846069336 (8.392335049580714) | > loss_mel: 13.323288917541504 (14.971895783634508) | > loss_duration: 1.5823585987091064 (1.5962388070963198) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.30067253112793 (29.838284935385495) | > grad_norm_1: tensor(560.3264, device='cuda:0') (tensor(819.9597, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.932 (0.925751957650912) | > loader_time: 0.011 (0.0109033600758698)  --> TIME: 2025-02-21 06:38:25 -- STEP: 345/924 -- GLOBAL_STEP: 192200 | > loss_disc: 2.255821466445923 (2.2383835011634257) | > loss_disc_real_0: 0.1480567455291748 (0.13235054003155758) | > loss_disc_real_1: 0.20348936319351196 (0.19040152935878074) | > loss_disc_real_2: 0.18666742742061615 (0.2022218465373136) | > loss_disc_real_3: 0.22545075416564941 (0.20605340928271196) | > loss_disc_real_4: 0.23926159739494324 (0.20599333160165437) | > loss_disc_real_5: 0.21347616612911224 (0.2035615487807039) | > loss_0: 2.255821466445923 (2.2383835011634257) | > grad_norm_0: tensor(46.8097, device='cuda:0') (tensor(50.1162, device='cuda:0')) | > loss_gen: 2.7911648750305176 (2.7723486036494163) | > loss_kl: 2.2514827251434326 (2.0995453789614253) | > loss_feat: 7.612740993499756 (8.385285483926962) | > loss_mel: 14.66784954071045 (14.96847044903299) | > loss_duration: 1.6288609504699707 (1.5963061239408414) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.952098846435547 (29.821956031909888) | > grad_norm_1: tensor(413.7134, device='cuda:0') (tensor(808.0830, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.9291 (0.926110391340394) | > loader_time: 0.0111 (0.010953578396119929)  --> TIME: 2025-02-21 06:39:12 -- STEP: 395/924 -- GLOBAL_STEP: 192250 | > loss_disc: 2.287095785140991 (2.2376726591134344) | > loss_disc_real_0: 0.18652451038360596 (0.13203152516220187) | > loss_disc_real_1: 0.17239317297935486 (0.1902459667076037) | > loss_disc_real_2: 0.24121451377868652 (0.20198674228372454) | > loss_disc_real_3: 0.24972915649414062 (0.20589842098423197) | > loss_disc_real_4: 0.20902836322784424 (0.20585136854950392) | > loss_disc_real_5: 0.19831855595111847 (0.20389706066137628) | > loss_0: 2.287095785140991 (2.2376726591134344) | > grad_norm_0: tensor(79.5170, device='cuda:0') (tensor(49.0361, device='cuda:0')) | > loss_gen: 3.023911714553833 (2.7680397401882124) | > loss_kl: 2.1630454063415527 (2.104881357844872) | > loss_feat: 8.692057609558105 (8.394950266729419) | > loss_mel: 15.370996475219727 (14.969647383388084) | > loss_duration: 1.5852901935577393 (1.5967234047153331) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.835302352905273 (29.834242166446735) | > grad_norm_1: tensor(1127.7903, device='cuda:0') (tensor(802.2475, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.9499 (0.9266871953312354) | > loader_time: 0.0113 (0.010971482192413716)  --> TIME: 2025-02-21 06:39:59 -- STEP: 445/924 -- GLOBAL_STEP: 192300 | > loss_disc: 2.320683002471924 (2.242709848318207) | > loss_disc_real_0: 0.1772153526544571 (0.13306338788753141) | > loss_disc_real_1: 0.20104923844337463 (0.19075999608200575) | > loss_disc_real_2: 0.20282042026519775 (0.20244586454348618) | > loss_disc_real_3: 0.21875208616256714 (0.20626627133133707) | > loss_disc_real_4: 0.20768974721431732 (0.20627354872360665) | > loss_disc_real_5: 0.19990362226963043 (0.20425485784418126) | > loss_0: 2.320683002471924 (2.242709848318207) | > grad_norm_0: tensor(55.5064, device='cuda:0') (tensor(49.2176, device='cuda:0')) | > loss_gen: 2.5821139812469482 (2.764167930838767) | > loss_kl: 2.160554885864258 (2.102398524659406) | > loss_feat: 6.959352016448975 (8.379371987032073) | > loss_mel: 13.48373794555664 (14.974976893221394) | > loss_duration: 1.5692824125289917 (1.5966892681764755) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.755041122436523 (29.817604609285848) | > grad_norm_1: tensor(781.6871, device='cuda:0') (tensor(789.2612, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.9347 (0.9260368406102898) | > loader_time: 0.0109 (0.01096477990739801)  --> TIME: 2025-02-21 06:40:46 -- STEP: 495/924 -- GLOBAL_STEP: 192350 | > loss_disc: 2.331406593322754 (2.242283199291037) | > loss_disc_real_0: 0.15178485214710236 (0.13297446916500727) | > loss_disc_real_1: 0.18052127957344055 (0.19079140334418315) | > loss_disc_real_2: 0.22363914549350739 (0.20279444826371743) | > loss_disc_real_3: 0.22610878944396973 (0.20626916873334633) | > loss_disc_real_4: 0.25112494826316833 (0.20647468560873866) | > loss_disc_real_5: 0.21483401954174042 (0.2039248297912906) | > loss_0: 2.331406593322754 (2.242283199291037) | > grad_norm_0: tensor(24.0455, device='cuda:0') (tensor(49.1633, device='cuda:0')) | > loss_gen: 2.7501039505004883 (2.7657469373760803) | > loss_kl: 2.1382219791412354 (2.1057744917243455) | > loss_feat: 8.174859046936035 (8.386660532517853) | > loss_mel: 14.934676170349121 (14.987924552686287) | > loss_duration: 1.6011326313018799 (1.596758913753009) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.5989933013916 (29.842865425649315) | > grad_norm_1: tensor(691.8491, device='cuda:0') (tensor(794.8795, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.8827 (0.9257562666228323) | > loader_time: 0.0092 (0.01097259617815114)  --> TIME: 2025-02-21 06:41:33 -- STEP: 545/924 -- GLOBAL_STEP: 192400 | > loss_disc: 2.168912410736084 (2.2417968111300697) | > loss_disc_real_0: 0.1315782517194748 (0.1331041464906767) | > loss_disc_real_1: 0.19547878205776215 (0.19082260749755642) | > loss_disc_real_2: 0.22301337122917175 (0.2025543503531622) | > loss_disc_real_3: 0.1798650473356247 (0.20609541253759223) | > loss_disc_real_4: 0.17696921527385712 (0.2062432174835731) | > loss_disc_real_5: 0.18463924527168274 (0.20404639744430508) | > loss_0: 2.168912410736084 (2.2417968111300697) | > grad_norm_0: tensor(48.3950, device='cuda:0') (tensor(48.9076, device='cuda:0')) | > loss_gen: 2.779629707336426 (2.7653152610183858) | > loss_kl: 2.1744165420532227 (2.1088186734313306) | > loss_feat: 8.478562355041504 (8.395492230861546) | > loss_mel: 15.047794342041016 (15.000824641306465) | > loss_duration: 1.5680549144744873 (1.5971291178957039) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.048458099365234 (29.86757993085669) | > grad_norm_1: tensor(895.3882, device='cuda:0') (tensor(782.9780, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.9071 (0.9253454120880967) | > loader_time: 0.0117 (0.01099017694455768)  --> TIME: 2025-02-21 06:42:20 -- STEP: 595/924 -- GLOBAL_STEP: 192450 | > loss_disc: 2.196359634399414 (2.2399393734811746) | > loss_disc_real_0: 0.06550151109695435 (0.13323078720885168) | > loss_disc_real_1: 0.19447237253189087 (0.1906550502326307) | > loss_disc_real_2: 0.18632858991622925 (0.2025573803346698) | > loss_disc_real_3: 0.19729456305503845 (0.2060487345236689) | > loss_disc_real_4: 0.21262206137180328 (0.20603154842593102) | > loss_disc_real_5: 0.18732205033302307 (0.20365080845957045) | > loss_0: 2.196359634399414 (2.2399393734811746) | > grad_norm_0: tensor(24.9476, device='cuda:0') (tensor(48.9087, device='cuda:0')) | > loss_gen: 2.7549495697021484 (2.7679257993938546) | > loss_kl: 2.0061020851135254 (2.1090420542644885) | > loss_feat: 8.156219482421875 (8.404208499844325) | > loss_mel: 15.130610466003418 (14.99175273350307) | > loss_duration: 1.6249611377716064 (1.5969535589218138) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.672842025756836 (29.86988266696449) | > grad_norm_1: tensor(642.9042, device='cuda:0') (tensor(786.0172, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.9128 (0.9253943146777754) | > loader_time: 0.0105 (0.011027793723995944)  --> TIME: 2025-02-21 06:43:07 -- STEP: 645/924 -- GLOBAL_STEP: 192500 | > loss_disc: 2.1466732025146484 (2.2396342148152444) | > loss_disc_real_0: 0.09973486512899399 (0.1329228122162725) | > loss_disc_real_1: 0.21741758286952972 (0.1907666973596396) | > loss_disc_real_2: 0.18989360332489014 (0.20245201553023134) | > loss_disc_real_3: 0.22091053426265717 (0.2059641161861344) | > loss_disc_real_4: 0.20738129317760468 (0.20593477217263967) | > loss_disc_real_5: 0.2074580192565918 (0.20387646632139073) | > loss_0: 2.1466732025146484 (2.2396342148152444) | > grad_norm_0: tensor(25.0862, device='cuda:0') (tensor(48.0561, device='cuda:0')) | > loss_gen: 2.9317433834075928 (2.7670474392499105) | > loss_kl: 2.279179573059082 (2.114431784873788) | > loss_feat: 8.891144752502441 (8.408618467168282) | > loss_mel: 16.03081512451172 (14.9868687533593) | > loss_duration: 1.6300204992294312 (1.5966365030569616) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.762903213500977 (29.873602978018827) | > grad_norm_1: tensor(775.1712, device='cuda:0') (tensor(776.8769, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.9095 (0.9259274272031562) | > loader_time: 0.0103 (0.01101461048274077)  --> TIME: 2025-02-21 06:43:54 -- STEP: 695/924 -- GLOBAL_STEP: 192550 | > loss_disc: 2.211576461791992 (2.240101361446245) | > loss_disc_real_0: 0.15980291366577148 (0.1327700202681605) | > loss_disc_real_1: 0.2015978842973709 (0.19074434297119122) | > loss_disc_real_2: 0.18514859676361084 (0.20227048362759373) | > loss_disc_real_3: 0.22357720136642456 (0.20625681553384367) | > loss_disc_real_4: 0.22851040959358215 (0.20607501270530906) | > loss_disc_real_5: 0.2084469050168991 (0.20404096277926465) | > loss_0: 2.211576461791992 (2.240101361446245) | > grad_norm_0: tensor(40.0803, device='cuda:0') (tensor(48.3177, device='cuda:0')) | > loss_gen: 2.8321189880371094 (2.7669301849475008) | > loss_kl: 2.0777413845062256 (2.117967694611861) | > loss_feat: 8.02312183380127 (8.40925663049272) | > loss_mel: 15.572154998779297 (14.97812829463602) | > loss_duration: 1.6008120775222778 (1.596469423239179) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.1059513092041 (29.868752258630106) | > grad_norm_1: tensor(676.7551, device='cuda:0') (tensor(783.3776, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.9287 (0.9260616549485021) | > loader_time: 0.0135 (0.01103592845175764)  --> TIME: 2025-02-21 06:44:42 -- STEP: 745/924 -- GLOBAL_STEP: 192600 | > loss_disc: 2.2187998294830322 (2.239913553199514) | > loss_disc_real_0: 0.20922964811325073 (0.13301129170612178) | > loss_disc_real_1: 0.1684565395116806 (0.19065869422566978) | > loss_disc_real_2: 0.1978667825460434 (0.20217830744765744) | > loss_disc_real_3: 0.19152341783046722 (0.20617781781510203) | > loss_disc_real_4: 0.2035485953092575 (0.20603413649853455) | > loss_disc_real_5: 0.1911003291606903 (0.20402081876793163) | > loss_0: 2.2187998294830322 (2.239913553199514) | > grad_norm_0: tensor(69.1149, device='cuda:0') (tensor(48.5478, device='cuda:0')) | > loss_gen: 2.637500762939453 (2.769054525170549) | > loss_kl: 1.9398103952407837 (2.121029997832025) | > loss_feat: 7.736274242401123 (8.414291314630693) | > loss_mel: 14.459836959838867 (14.979893396364762) | > loss_duration: 1.586124062538147 (1.5962194073120213) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.359546661376953 (29.880488683713363) | > grad_norm_1: tensor(770.4512, device='cuda:0') (tensor(782.8698, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.9416 (0.9266327733161466) | > loader_time: 0.0112 (0.011019942264428872)  --> TIME: 2025-02-21 06:45:28 -- STEP: 795/924 -- GLOBAL_STEP: 192650 | > loss_disc: 2.302927017211914 (2.240143428958438) | > loss_disc_real_0: 0.08138154447078705 (0.13280195180068957) | > loss_disc_real_1: 0.16031795740127563 (0.1906380027720014) | > loss_disc_real_2: 0.18664273619651794 (0.20211640990005345) | > loss_disc_real_3: 0.19134722650051117 (0.20624241090420642) | > loss_disc_real_4: 0.21686945855617523 (0.20625859811995775) | > loss_disc_real_5: 0.19446676969528198 (0.2039468636865136) | > loss_0: 2.302927017211914 (2.240143428958438) | > grad_norm_0: tensor(44.4754, device='cuda:0') (tensor(48.2597, device='cuda:0')) | > loss_gen: 2.4849629402160645 (2.7666229290032525) | > loss_kl: 2.1815178394317627 (2.1197978331607867) | > loss_feat: 7.920663356781006 (8.412505541507546) | > loss_mel: 13.909236907958984 (14.984580080764099) | > loss_duration: 1.566012978553772 (1.5966084294349137) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.062393188476562 (29.88011484685934) | > grad_norm_1: tensor(954.2459, device='cuda:0') (tensor(780.8213, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.937 (0.9258649583132762) | > loader_time: 0.0109 (0.011014648353528673)  --> TIME: 2025-02-21 06:46:14 -- STEP: 845/924 -- GLOBAL_STEP: 192700 | > loss_disc: 2.2124223709106445 (2.2396215103081705) | > loss_disc_real_0: 0.08261699229478836 (0.13251876183427277) | > loss_disc_real_1: 0.1880832463502884 (0.1907109322985249) | > loss_disc_real_2: 0.19278720021247864 (0.20210580180382584) | > loss_disc_real_3: 0.19281966984272003 (0.20631491333775254) | > loss_disc_real_4: 0.16553552448749542 (0.206164279809365) | > loss_disc_real_5: 0.20208269357681274 (0.20386486215704291) | > loss_0: 2.2124223709106445 (2.2396215103081705) | > grad_norm_0: tensor(44.7628, device='cuda:0') (tensor(48.5283, device='cuda:0')) | > loss_gen: 2.5782017707824707 (2.768410746444611) | > loss_kl: 2.1072025299072266 (2.1212485074996965) | > loss_feat: 8.323968887329102 (8.420834113013816) | > loss_mel: 13.966463088989258 (14.995922677756766) | > loss_duration: 1.5636471509933472 (1.5963664222751137) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.53948211669922 (29.902782510159284) | > grad_norm_1: tensor(910.4227, device='cuda:0') (tensor(782.0856, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.9319 (0.9247143155724339) | > loader_time: 0.0109 (0.01099158913426145)  --> TIME: 2025-02-21 06:47:01 -- STEP: 895/924 -- GLOBAL_STEP: 192750 | > loss_disc: 2.390435218811035 (2.240187051176361) | > loss_disc_real_0: 0.1950303614139557 (0.132906420857713) | > loss_disc_real_1: 0.13256198167800903 (0.1904118946477688) | > loss_disc_real_2: 0.19405463337898254 (0.20234866055696368) | > loss_disc_real_3: 0.20302243530750275 (0.2061216194702925) | > loss_disc_real_4: 0.18628501892089844 (0.2061972502556594) | > loss_disc_real_5: 0.22846867144107819 (0.2036633958197173) | > loss_0: 2.390435218811035 (2.240187051176361) | > grad_norm_0: tensor(72.8244, device='cuda:0') (tensor(48.7786, device='cuda:0')) | > loss_gen: 2.693601131439209 (2.7702852491559917) | > loss_kl: 2.09096360206604 (2.12403529049964) | > loss_feat: 7.939212799072266 (8.426565527782769) | > loss_mel: 15.892780303955078 (15.005873960356473) | > loss_duration: 1.5812883377075195 (1.5963275365989296) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.197845458984375 (29.92308759636053) | > grad_norm_1: tensor(322.5025, device='cuda:0') (tensor(783.7211, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.859 (0.9239789603142765) | > loader_time: 0.0082 (0.010979156387584833)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.45635724067688 (2.45635724067688) | > loss_disc_real_0: 0.17865300178527832 (0.17865300178527832) | > loss_disc_real_1: 0.20727600157260895 (0.20727600157260895) | > loss_disc_real_2: 0.21745778620243073 (0.21745778620243073) | > loss_disc_real_3: 0.2136436253786087 (0.2136436253786087) | > loss_disc_real_4: 0.19320902228355408 (0.19320902228355408) | > loss_disc_real_5: 0.2227451056241989 (0.2227451056241989) | > loss_0: 2.45635724067688 (2.45635724067688) | > loss_gen: 2.2917020320892334 (2.2917020320892334) | > loss_kl: 2.034759998321533 (2.034759998321533) | > loss_feat: 6.905656814575195 (6.905656814575195) | > loss_mel: 13.677789688110352 (13.677789688110352) | > loss_duration: 1.6792783737182617 (1.6792783737182617) | > loss_1: 26.589187622070312 (26.589187622070312)  --> STEP: 1 | > loss_disc: 2.5172066688537598 (2.5172066688537598) | > loss_disc_real_0: 0.17700909078121185 (0.17700909078121185) | > loss_disc_real_1: 0.19686327874660492 (0.19686327874660492) | > loss_disc_real_2: 0.24024783074855804 (0.24024783074855804) | > loss_disc_real_3: 0.2166973352432251 (0.2166973352432251) | > loss_disc_real_4: 0.213212788105011 (0.213212788105011) | > loss_disc_real_5: 0.21339742839336395 (0.21339742839336395) | > loss_0: 2.5172066688537598 (2.5172066688537598) | > loss_gen: 2.274433135986328 (2.274433135986328) | > loss_kl: 1.9984033107757568 (1.9984033107757568) | > loss_feat: 6.876330375671387 (6.876330375671387) | > loss_mel: 13.182870864868164 (13.182870864868164) | > loss_duration: 1.6898086071014404 (1.6898086071014404) | > loss_1: 26.021846771240234 (26.021846771240234)  --> STEP: 2 | > loss_disc: 2.4056813716888428 (2.4614440202713013) | > loss_disc_real_0: 0.14699415862560272 (0.1620016247034073) | > loss_disc_real_1: 0.18957912921905518 (0.19322120398283005) | > loss_disc_real_2: 0.207651749253273 (0.22394979000091553) | > loss_disc_real_3: 0.25950971245765686 (0.23810352385044098) | > loss_disc_real_4: 0.1931815892457962 (0.2031971886754036) | > loss_disc_real_5: 0.23331484198570251 (0.22335613518953323) | > loss_0: 2.4056813716888428 (2.4614440202713013) | > loss_gen: 2.421613931655884 (2.348023533821106) | > loss_kl: 1.9937200546264648 (1.9960616827011108) | > loss_feat: 7.8568243980407715 (7.366577386856079) | > loss_mel: 14.568534851074219 (13.875702857971191) | > loss_duration: 1.5819816589355469 (1.6358951330184937) | > loss_1: 28.42267417907715 (27.22226047515869)  --> STEP: 3 | > loss_disc: 2.338916540145874 (2.4206015268961587) | > loss_disc_real_0: 0.1406676322221756 (0.15489029387633005) | > loss_disc_real_1: 0.19305816292762756 (0.19316685696442923) | > loss_disc_real_2: 0.21207664906978607 (0.21999207635720572) | > loss_disc_real_3: 0.23009052872657776 (0.23543252547581991) | > loss_disc_real_4: 0.19916515052318573 (0.20185317595799765) | > loss_disc_real_5: 0.23935411870479584 (0.22868879636128744) | > loss_0: 2.338916540145874 (2.4206015268961587) | > loss_gen: 2.4336342811584473 (2.3765604496002197) | > loss_kl: 2.0738308429718018 (2.0219847361246743) | > loss_feat: 7.896064758300781 (7.5430731773376465) | > loss_mel: 15.211803436279297 (14.321069717407227) | > loss_duration: 1.6696350574493408 (1.6471417744954426) | > loss_1: 29.28496742248535 (27.90982945760091)  --> STEP: 4 | > loss_disc: 2.487323760986328 (2.437282085418701) | > loss_disc_real_0: 0.1628260463476181 (0.15687423199415207) | > loss_disc_real_1: 0.18452198803424835 (0.191005639731884) | > loss_disc_real_2: 0.22089830040931702 (0.22021863237023354) | > loss_disc_real_3: 0.2377728521823883 (0.236017607152462) | > loss_disc_real_4: 0.2357940524816513 (0.21033839508891106) | > loss_disc_real_5: 0.2413296103477478 (0.23184899985790253) | > loss_0: 2.487323760986328 (2.437282085418701) | > loss_gen: 2.2699246406555176 (2.349901497364044) | > loss_kl: 1.9366395473480225 (2.0006484389305115) | > loss_feat: 6.346284866333008 (7.243876099586487) | > loss_mel: 11.77746868133545 (13.685169458389282) | > loss_duration: 1.7652201652526855 (1.6766613721847534) | > loss_1: 24.095539093017578 (26.956256866455078)  --> STEP: 5 | > loss_disc: 2.076878070831299 (2.3652012825012205) | > loss_disc_real_0: 0.10481066256761551 (0.14646151810884475) | > loss_disc_real_1: 0.1691533625125885 (0.1866351842880249) | > loss_disc_real_2: 0.22561827301979065 (0.22129856050014496) | > loss_disc_real_3: 0.2065994143486023 (0.23013396859169005) | > loss_disc_real_4: 0.29819202423095703 (0.22790912091732024) | > loss_disc_real_5: 0.21796272695064545 (0.2290717452764511) | > loss_0: 2.076878070831299 (2.3652012825012205) | > loss_gen: 3.0407402515411377 (2.488069248199463) | > loss_kl: 1.9655898809432983 (1.9936367273330688) | > loss_feat: 8.671843528747559 (7.529469585418701) | > loss_mel: 17.019893646240234 (14.352114295959472) | > loss_duration: 1.5247645378112793 (1.6462820053100586) | > loss_1: 32.22283172607422 (28.009571838378907) --> EVAL PERFORMANCE | > avg_loader_time: 0.15345468521118164 (-0.0028563022613525557) | > avg_loss_disc: 2.3652012825012205 (+0.07043108940124476) | > avg_loss_disc_real_0: 0.14646151810884475 (-0.06135478466749192) | > avg_loss_disc_real_1: 0.1866351842880249 (-0.02651398181915285) | > avg_loss_disc_real_2: 0.22129856050014496 (+0.013411763310432423) | > avg_loss_disc_real_3: 0.23013396859169005 (+0.007807615399360646) | > avg_loss_disc_real_4: 0.22790912091732024 (+0.032287666201591486) | > avg_loss_disc_real_5: 0.2290717452764511 (-0.006825283169746399) | > avg_loss_0: 2.3652012825012205 (+0.07043108940124476) | > avg_loss_gen: 2.488069248199463 (-0.2166779994964596) | > avg_loss_kl: 1.9936367273330688 (+0.009018230438232466) | > avg_loss_feat: 7.529469585418701 (-0.697595405578614) | > avg_loss_mel: 14.352114295959472 (-0.9089004516601573) | > avg_loss_duration: 1.6462820053100586 (+0.001236295700073331) | > avg_loss_1: 28.009571838378907 (-1.8129203796386726)  > EPOCH: 159/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 06:47:36)   --> TIME: 2025-02-21 06:47:58 -- STEP: 21/924 -- GLOBAL_STEP: 192800 | > loss_disc: 2.251408815383911 (2.24631286802746) | > loss_disc_real_0: 0.09238043427467346 (0.13094895084698996) | > loss_disc_real_1: 0.2089497148990631 (0.189896917059308) | > loss_disc_real_2: 0.17875206470489502 (0.19922530580134618) | > loss_disc_real_3: 0.19748824834823608 (0.20927441262063526) | > loss_disc_real_4: 0.20843324065208435 (0.21009797638370878) | > loss_disc_real_5: 0.21806451678276062 (0.21304162272385188) | > loss_0: 2.251408815383911 (2.24631286802746) | > grad_norm_0: tensor(40.0746, device='cuda:0') (tensor(41.8414, device='cuda:0')) | > loss_gen: 2.6269962787628174 (2.7057673476991195) | > loss_kl: 2.235912561416626 (2.19164346513294) | > loss_feat: 8.26540470123291 (8.291036287943522) | > loss_mel: 14.444246292114258 (14.951029141743978) | > loss_duration: 1.6302030086517334 (1.5878106412433444) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.2027645111084 (29.72728647504534) | > grad_norm_1: tensor(535.5323, device='cuda:0') (tensor(695.6173, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.9193 (0.9481475693838937) | > loader_time: 0.0103 (0.010724385579427084)  --> TIME: 2025-02-21 06:48:46 -- STEP: 71/924 -- GLOBAL_STEP: 192850 | > loss_disc: 2.160555124282837 (2.230932631962735) | > loss_disc_real_0: 0.12019695341587067 (0.1315865112652242) | > loss_disc_real_1: 0.1943395435810089 (0.18976090197831813) | > loss_disc_real_2: 0.20910502970218658 (0.20009448074958694) | > loss_disc_real_3: 0.19927345216274261 (0.20453249967434037) | > loss_disc_real_4: 0.2021981030702591 (0.2065640196833812) | > loss_disc_real_5: 0.17737142741680145 (0.20711393213607898) | > loss_0: 2.160555124282837 (2.230932631962735) | > grad_norm_0: tensor(41.1866, device='cuda:0') (tensor(45.0766, device='cuda:0')) | > loss_gen: 2.9126405715942383 (2.7438856077865816) | > loss_kl: 2.1235530376434326 (2.1258648398896347) | > loss_feat: 8.834835052490234 (8.366244436989367) | > loss_mel: 15.449746131896973 (14.876843586773939) | > loss_duration: 1.5965406894683838 (1.5962189620649312) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.917314529418945 (29.709057203480896) | > grad_norm_1: tensor(1018.5731, device='cuda:0') (tensor(785.5844, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.8612 (0.9337961472256083) | > loader_time: 0.0092 (0.010944608231665385)  --> TIME: 2025-02-21 06:49:32 -- STEP: 121/924 -- GLOBAL_STEP: 192900 | > loss_disc: 2.1595234870910645 (2.232627939586797) | > loss_disc_real_0: 0.13231417536735535 (0.13228375535489115) | > loss_disc_real_1: 0.19265207648277283 (0.18942993017267593) | > loss_disc_real_2: 0.2253831923007965 (0.20134074308655478) | > loss_disc_real_3: 0.21708938479423523 (0.20457545735619284) | > loss_disc_real_4: 0.21367880702018738 (0.20592476070419816) | > loss_disc_real_5: 0.20992855727672577 (0.2056857614724104) | > loss_0: 2.1595234870910645 (2.232627939586797) | > grad_norm_0: tensor(45.7239, device='cuda:0') (tensor(47.9169, device='cuda:0')) | > loss_gen: 2.8945910930633545 (2.761696598746559) | > loss_kl: 2.222510576248169 (2.105354095293471) | > loss_feat: 9.462600708007812 (8.437849994533321) | > loss_mel: 16.36907958984375 (15.024486021562057) | > loss_duration: 1.585418701171875 (1.5958391408289763) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.534202575683594 (29.92522569136186) | > grad_norm_1: tensor(990.3770, device='cuda:0') (tensor(800.4561, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.9898 (0.9267351765277957) | > loader_time: 0.0145 (0.01095220471216627)  --> TIME: 2025-02-21 06:50:19 -- STEP: 171/924 -- GLOBAL_STEP: 192950 | > loss_disc: 2.263418197631836 (2.232274528135334) | > loss_disc_real_0: 0.09743165224790573 (0.13132708892226216) | > loss_disc_real_1: 0.20002895593643188 (0.1906339115740961) | > loss_disc_real_2: 0.19846796989440918 (0.2014153462927244) | > loss_disc_real_3: 0.22987143695354462 (0.2046147362704863) | > loss_disc_real_4: 0.21914833784103394 (0.20540063457879407) | > loss_disc_real_5: 0.21445278823375702 (0.2048846645313397) | > loss_0: 2.263418197631836 (2.232274528135334) | > grad_norm_0: tensor(21.4216, device='cuda:0') (tensor(47.2681, device='cuda:0')) | > loss_gen: 2.706023931503296 (2.75493864427533) | > loss_kl: 1.914370059967041 (2.1019570771713703) | > loss_feat: 7.689980506896973 (8.382460767065576) | > loss_mel: 13.80657958984375 (14.979221806888692) | > loss_duration: 1.5770041942596436 (1.5958266097899776) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.693958282470703 (29.81440478319313) | > grad_norm_1: tensor(986.4063, device='cuda:0') (tensor(806.6589, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.9355 (0.9260936020410548) | > loader_time: 0.0107 (0.010949664645724822)  --> TIME: 2025-02-21 06:51:06 -- STEP: 221/924 -- GLOBAL_STEP: 193000 | > loss_disc: 2.381120204925537 (2.2382146988519187) | > loss_disc_real_0: 0.163275808095932 (0.13335807842299408) | > loss_disc_real_1: 0.16397498548030853 (0.190680379376692) | > loss_disc_real_2: 0.20813488960266113 (0.20169058819701768) | > loss_disc_real_3: 0.20474617183208466 (0.20481080976546623) | > loss_disc_real_4: 0.27301812171936035 (0.2055410508791246) | > loss_disc_real_5: 0.24537421762943268 (0.204500396664326) | > loss_0: 2.381120204925537 (2.2382146988519187) | > grad_norm_0: tensor(74.7527, device='cuda:0') (tensor(48.4275, device='cuda:0')) | > loss_gen: 2.672175645828247 (2.759316146643453) | > loss_kl: 2.1553709506988525 (2.114558802470901) | > loss_feat: 7.9275665283203125 (8.375110088969786) | > loss_mel: 14.154870986938477 (14.913619058703945) | > loss_duration: 1.672031044960022 (1.5951262583020593) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.582015991210938 (29.757730233723223) | > grad_norm_1: tensor(1000.2953, device='cuda:0') (tensor(799.1049, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.9356 (0.9248004811921271) | > loader_time: 0.0114 (0.010963120611544645) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_193000.pth  --> TIME: 2025-02-21 06:51:56 -- STEP: 271/924 -- GLOBAL_STEP: 193050 | > loss_disc: 2.3980579376220703 (2.234968625311482) | > loss_disc_real_0: 0.1351480782032013 (0.13281239083937174) | > loss_disc_real_1: 0.20643644034862518 (0.19014551328337065) | > loss_disc_real_2: 0.1973847895860672 (0.20140960543138076) | > loss_disc_real_3: 0.23863349854946136 (0.20465051000628529) | > loss_disc_real_4: 0.22433070838451385 (0.20566862381692302) | > loss_disc_real_5: 0.21788427233695984 (0.20395109381842877) | > loss_0: 2.3980579376220703 (2.234968625311482) | > grad_norm_0: tensor(14.0707, device='cuda:0') (tensor(48.6028, device='cuda:0')) | > loss_gen: 2.4220311641693115 (2.7588680432731376) | > loss_kl: 2.1359059810638428 (2.1165568212741417) | > loss_feat: 6.567446708679199 (8.385917990849903) | > loss_mel: 12.357754707336426 (14.923449692251053) | > loss_duration: 1.5606927871704102 (1.5961339222988964) | > amp_scaler: 64.0 (64.0) | > loss_1: 25.04383087158203 (29.780926384169238) | > grad_norm_1: tensor(226.3692, device='cuda:0') (tensor(804.2495, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.8628 (0.9258641545622991) | > loader_time: 0.0095 (0.011017217847254)  --> TIME: 2025-02-21 06:52:43 -- STEP: 321/924 -- GLOBAL_STEP: 193100 | > loss_disc: 2.455035924911499 (2.232575634186883) | > loss_disc_real_0: 0.30482959747314453 (0.13312543509673108) | > loss_disc_real_1: 0.20705413818359375 (0.18957274117016717) | > loss_disc_real_2: 0.22215014696121216 (0.20132046947226714) | > loss_disc_real_3: 0.2042064368724823 (0.2045896404257445) | > loss_disc_real_4: 0.23466287553310394 (0.2056224874896795) | > loss_disc_real_5: 0.19914448261260986 (0.2038424949965372) | > loss_0: 2.455035924911499 (2.232575634186883) | > grad_norm_0: tensor(88.9415, device='cuda:0') (tensor(48.8695, device='cuda:0')) | > loss_gen: 2.6831915378570557 (2.764603553902695) | > loss_kl: 2.1597836017608643 (2.123192357125684) | > loss_feat: 7.841029167175293 (8.403425415728316) | > loss_mel: 13.662620544433594 (14.93564840714879) | > loss_duration: 1.652543067932129 (1.5954493514473935) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.999168395996094 (29.822319036703615) | > grad_norm_1: tensor(842.0967, device='cuda:0') (tensor(824.1041, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.9229 (0.9262729946326616) | > loader_time: 0.0115 (0.011083951991666511)  --> TIME: 2025-02-21 06:53:30 -- STEP: 371/924 -- GLOBAL_STEP: 193150 | > loss_disc: 2.2083499431610107 (2.233576645426993) | > loss_disc_real_0: 0.11956479400396347 (0.13333558107442614) | > loss_disc_real_1: 0.18563760817050934 (0.18931209595216247) | > loss_disc_real_2: 0.2038041353225708 (0.20133274138937737) | > loss_disc_real_3: 0.2261839359998703 (0.2042538118410625) | > loss_disc_real_4: 0.20195022225379944 (0.20577760189370004) | > loss_disc_real_5: 0.2370462864637375 (0.20405144503495756) | > loss_0: 2.2083499431610107 (2.233576645426993) | > grad_norm_0: tensor(33.2913, device='cuda:0') (tensor(48.7724, device='cuda:0')) | > loss_gen: 2.8443074226379395 (2.7643420150016556) | > loss_kl: 2.2781622409820557 (2.129515344884518) | > loss_feat: 8.44011402130127 (8.40334177531322) | > loss_mel: 14.752835273742676 (14.946479409210118) | > loss_duration: 1.5985809564590454 (1.5958820767801085) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.913999557495117 (29.839560562709593) | > grad_norm_1: tensor(967.0138, device='cuda:0') (tensor(808.0674, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.8707 (0.9262994241843006) | > loader_time: 0.0095 (0.011063465210948021)  --> TIME: 2025-02-21 06:54:17 -- STEP: 421/924 -- GLOBAL_STEP: 193200 | > loss_disc: 2.268362522125244 (2.234803653952627) | > loss_disc_real_0: 0.17111961543560028 (0.13358578299152318) | > loss_disc_real_1: 0.1997772753238678 (0.18919417470905953) | > loss_disc_real_2: 0.18199799954891205 (0.2018566940360284) | > loss_disc_real_3: 0.19776490330696106 (0.20452747371870664) | > loss_disc_real_4: 0.21719126403331757 (0.20580752473545755) | > loss_disc_real_5: 0.2167392075061798 (0.203975507135629) | > loss_0: 2.268362522125244 (2.234803653952627) | > grad_norm_0: tensor(47.4025, device='cuda:0') (tensor(49.1130, device='cuda:0')) | > loss_gen: 2.690142869949341 (2.7649912273515747) | > loss_kl: 2.128192901611328 (2.129436963810773) | > loss_feat: 7.681864261627197 (8.401051634564247) | > loss_mel: 13.06640625 (14.955945454413984) | > loss_duration: 1.6259281635284424 (1.5957694611470092) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.192535400390625 (29.847194698813976) | > grad_norm_1: tensor(734.6791, device='cuda:0') (tensor(813.7192, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.9068 (0.925926871084544) | > loader_time: 0.0115 (0.011080976903013826)  --> TIME: 2025-02-21 06:55:04 -- STEP: 471/924 -- GLOBAL_STEP: 193250 | > loss_disc: 2.376924514770508 (2.2351982998493622) | > loss_disc_real_0: 0.1326991468667984 (0.13312132337828603) | > loss_disc_real_1: 0.2125668227672577 (0.1890482030603283) | > loss_disc_real_2: 0.20673209428787231 (0.20186213085985485) | > loss_disc_real_3: 0.22090069949626923 (0.20481662208613827) | > loss_disc_real_4: 0.18702201545238495 (0.20592011489179737) | > loss_disc_real_5: 0.2458684891462326 (0.20391017790179844) | > loss_0: 2.376924514770508 (2.2351982998493622) | > grad_norm_0: tensor(64.9260, device='cuda:0') (tensor(49.4791, device='cuda:0')) | > loss_gen: 2.4800944328308105 (2.7672914815809597) | > loss_kl: 2.234985589981079 (2.124450549198562) | > loss_feat: 6.859996318817139 (8.4046706313034) | > loss_mel: 13.301016807556152 (14.957291969574683) | > loss_duration: 1.610504388809204 (1.5958154487508625) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.48659896850586 (29.849520102174925) | > grad_norm_1: tensor(742.7453, device='cuda:0') (tensor(811.5338, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.9444 (0.9258525817004485) | > loader_time: 0.0115 (0.011084731217402556)  --> TIME: 2025-02-21 06:55:51 -- STEP: 521/924 -- GLOBAL_STEP: 193300 | > loss_disc: 2.1962201595306396 (2.2324064565025226) | > loss_disc_real_0: 0.148759126663208 (0.1324532557986748) | > loss_disc_real_1: 0.20057150721549988 (0.18895809132169622) | > loss_disc_real_2: 0.21279193460941315 (0.20168505917927124) | > loss_disc_real_3: 0.20660696923732758 (0.20465190900264457) | > loss_disc_real_4: 0.19998867809772491 (0.20556242889840864) | > loss_disc_real_5: 0.24201294779777527 (0.203779915101011) | > loss_0: 2.1962201595306396 (2.2324064565025226) | > grad_norm_0: tensor(67.0339, device='cuda:0') (tensor(49.5387, device='cuda:0')) | > loss_gen: 2.9597084522247314 (2.7717781126384797) | > loss_kl: 2.197662353515625 (2.1259300436488497) | > loss_feat: 9.64665699005127 (8.424781471662461) | > loss_mel: 15.601593017578125 (14.972920542257528) | > loss_duration: 1.5909900665283203 (1.5958710648047947) | > amp_scaler: 128.0 (67.93090211132434) | > loss_1: 31.996610641479492 (29.891281259723453) | > grad_norm_1: tensor(1112.7974, device='cuda:0') (tensor(813.0374, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.9274 (0.9253619842932) | > loader_time: 0.0123 (0.01107538867591667)  --> TIME: 2025-02-21 06:56:38 -- STEP: 571/924 -- GLOBAL_STEP: 193350 | > loss_disc: 2.326356887817383 (2.2346271637651016) | > loss_disc_real_0: 0.09758946299552917 (0.13333060702671104) | > loss_disc_real_1: 0.22228224575519562 (0.18908950508997852) | > loss_disc_real_2: 0.22111432254314423 (0.20163300197617187) | > loss_disc_real_3: 0.24980317056179047 (0.20479413305919772) | > loss_disc_real_4: 0.2372569441795349 (0.20550514071292508) | > loss_disc_real_5: 0.19020827114582062 (0.2036278675817566) | > loss_0: 2.326356887817383 (2.2346271637651016) | > grad_norm_0: tensor(32.6069, device='cuda:0') (tensor(49.5910, device='cuda:0')) | > loss_gen: 2.701313018798828 (2.770250213960426) | > loss_kl: 2.069620132446289 (2.125305182879526) | > loss_feat: 8.195565223693848 (8.420581783388204) | > loss_mel: 14.323989868164062 (14.95289949527346) | > loss_duration: 1.610479712486267 (1.5956235343228289) | > amp_scaler: 128.0 (73.1908931698774) | > loss_1: 28.900968551635742 (29.86466022965787) | > grad_norm_1: tensor(490.5097, device='cuda:0') (tensor(803.4827, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.9072 (0.9252569629515532) | > loader_time: 0.0107 (0.011081413295765891)  --> TIME: 2025-02-21 06:57:25 -- STEP: 621/924 -- GLOBAL_STEP: 193400 | > loss_disc: 2.2777562141418457 (2.2324683664309632) | > loss_disc_real_0: 0.11189296841621399 (0.13245231151316858) | > loss_disc_real_1: 0.19242587685585022 (0.18885663679640455) | > loss_disc_real_2: 0.19251440465450287 (0.20152918046607296) | > loss_disc_real_3: 0.1900089532136917 (0.20488091763378918) | > loss_disc_real_4: 0.17742402851581573 (0.20538303169651304) | > loss_disc_real_5: 0.2157968431711197 (0.20360893997305252) | > loss_0: 2.2777562141418457 (2.2324683664309632) | > grad_norm_0: tensor(34.1818, device='cuda:0') (tensor(49.2405, device='cuda:0')) | > loss_gen: 2.7251744270324707 (2.772002765713877) | > loss_kl: 2.128730058670044 (2.1276784524825447) | > loss_feat: 8.428722381591797 (8.429046588627422) | > loss_mel: 15.321161270141602 (14.950088834225072) | > loss_duration: 1.549660563468933 (1.5954341636955645) | > amp_scaler: 128.0 (77.6038647342995) | > loss_1: 30.153446197509766 (29.874250820485482) | > grad_norm_1: tensor(591.8970, device='cuda:0') (tensor(812.9488, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.9709 (0.9257580815497995) | > loader_time: 0.0118 (0.011086657811286186)  --> TIME: 2025-02-21 06:58:12 -- STEP: 671/924 -- GLOBAL_STEP: 193450 | > loss_disc: 2.2573142051696777 (2.231608471998338) | > loss_disc_real_0: 0.12680049240589142 (0.13189984276202316) | > loss_disc_real_1: 0.18307991325855255 (0.18879707122080014) | > loss_disc_real_2: 0.2025333195924759 (0.20164214418826268) | > loss_disc_real_3: 0.2041649967432022 (0.2047570145254519) | > loss_disc_real_4: 0.19750720262527466 (0.2053679058386565) | > loss_disc_real_5: 0.1675499826669693 (0.20375358569817462) | > loss_0: 2.2573142051696777 (2.231608471998338) | > grad_norm_0: tensor(27.7227, device='cuda:0') (tensor(49.7866, device='cuda:0')) | > loss_gen: 2.4891324043273926 (2.7744027932248074) | > loss_kl: 2.0762484073638916 (2.128966791441473) | > loss_feat: 7.9664459228515625 (8.439727893351805) | > loss_mel: 14.709664344787598 (14.954585348262869) | > loss_duration: 1.5786159038543701 (1.5950979722772027) | > amp_scaler: 128.0 (81.3591654247392) | > loss_1: 28.820104598999023 (29.892780818455975) | > grad_norm_1: tensor(321.0083, device='cuda:0') (tensor(817.3711, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.955 (0.9255074744075314) | > loader_time: 0.014 (0.011075659409365246)  --> TIME: 2025-02-21 06:58:59 -- STEP: 721/924 -- GLOBAL_STEP: 193500 | > loss_disc: 2.272451400756836 (2.229027496958242) | > loss_disc_real_0: 0.14499519765377045 (0.1314533528989379) | > loss_disc_real_1: 0.2002936452627182 (0.1885740636497859) | > loss_disc_real_2: 0.2196953445672989 (0.2013655980731181) | > loss_disc_real_3: 0.207177072763443 (0.20456261112355986) | > loss_disc_real_4: 0.19871024787425995 (0.20528271969991646) | > loss_disc_real_5: 0.2447809875011444 (0.20354798409297295) | > loss_0: 2.272451400756836 (2.229027496958242) | > grad_norm_0: tensor(53.9682, device='cuda:0') (tensor(49.9365, device='cuda:0')) | > loss_gen: 2.8990888595581055 (2.781060999871624) | > loss_kl: 2.0603036880493164 (2.127398496527281) | > loss_feat: 8.969752311706543 (8.459527929017685) | > loss_mel: 16.25661277770996 (14.969508784819242) | > loss_duration: 1.588748812675476 (1.5953774794460838) | > amp_scaler: 128.0 (84.59361997226075) | > loss_1: 31.774505615234375 (29.932873698114193) | > grad_norm_1: tensor(350.2687, device='cuda:0') (tensor(824.7584, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.8941 (0.9256318918378938) | > loader_time: 0.0096 (0.01109795100811285)  --> TIME: 2025-02-21 06:59:47 -- STEP: 771/924 -- GLOBAL_STEP: 193550 | > loss_disc: 2.3564453125 (2.229679102563674) | > loss_disc_real_0: 0.13735127449035645 (0.13155233027019694) | > loss_disc_real_1: 0.16539281606674194 (0.18851942496540938) | > loss_disc_real_2: 0.18838539719581604 (0.20145402456381287) | > loss_disc_real_3: 0.2649000883102417 (0.20460204322050518) | > loss_disc_real_4: 0.19532473385334015 (0.20531809372506094) | > loss_disc_real_5: 0.23160693049430847 (0.203870048840686) | > loss_0: 2.3564453125 (2.229679102563674) | > grad_norm_0: tensor(28.6103, device='cuda:0') (tensor(49.7410, device='cuda:0')) | > loss_gen: 2.680004119873047 (2.7773872899947314) | > loss_kl: 1.920870065689087 (2.1250550864426225) | > loss_feat: 7.902891159057617 (8.449184081279197) | > loss_mel: 14.43458366394043 (14.968629593360593) | > loss_duration: 1.6250896453857422 (1.5958314778430613) | > amp_scaler: 128.0 (87.40856031128409) | > loss_1: 28.563438415527344 (29.916087537733343) | > grad_norm_1: tensor(961.3772, device='cuda:0') (tensor(820.0966, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.9167 (0.9258680943539789) | > loader_time: 0.0141 (0.011108167131277992)  --> TIME: 2025-02-21 07:00:33 -- STEP: 821/924 -- GLOBAL_STEP: 193600 | > loss_disc: 2.130260944366455 (2.2298714369716968) | > loss_disc_real_0: 0.11394872516393661 (0.1320483233285081) | > loss_disc_real_1: 0.17185468971729279 (0.18857739540894625) | > loss_disc_real_2: 0.2123202681541443 (0.20139958864660995) | > loss_disc_real_3: 0.147019624710083 (0.2044747088118099) | > loss_disc_real_4: 0.1539800465106964 (0.20534482346019556) | > loss_disc_real_5: 0.1859971582889557 (0.20356581177694058) | > loss_0: 2.130260944366455 (2.2298714369716968) | > grad_norm_0: tensor(52.6222, device='cuda:0') (tensor(49.9153, device='cuda:0')) | > loss_gen: 2.877802610397339 (2.7781285170951224) | > loss_kl: 2.35365629196167 (2.121803998075943) | > loss_feat: 9.283825874328613 (8.451708943486656) | > loss_mel: 16.321949005126953 (14.975732749911085) | > loss_duration: 1.571205496788025 (1.5956489753781231) | > amp_scaler: 128.0 (89.88063337393426) | > loss_1: 32.40843963623047 (29.92302319135213) | > grad_norm_1: tensor(519.6039, device='cuda:0') (tensor(820.1747, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.8852 (0.925221101665613) | > loader_time: 0.0096 (0.011095804651239468)  --> TIME: 2025-02-21 07:01:20 -- STEP: 871/924 -- GLOBAL_STEP: 193650 | > loss_disc: 2.166487455368042 (2.2295380841714) | > loss_disc_real_0: 0.19267535209655762 (0.13202251444317298) | > loss_disc_real_1: 0.17899486422538757 (0.18867312457271332) | > loss_disc_real_2: 0.23851339519023895 (0.20156670030715407) | > loss_disc_real_3: 0.222578763961792 (0.2045253135614636) | > loss_disc_real_4: 0.22850298881530762 (0.2054476087696927) | > loss_disc_real_5: 0.17606763541698456 (0.20339112603089562) | > loss_0: 2.166487455368042 (2.2295380841714) | > grad_norm_0: tensor(70.3763, device='cuda:0') (tensor(50.1030, device='cuda:0')) | > loss_gen: 3.0167312622070312 (2.781137734685782) | > loss_kl: 2.285098075866699 (2.1222137446792204) | > loss_feat: 9.175436973571777 (8.463661479621475) | > loss_mel: 16.089874267578125 (14.994951336857369) | > loss_duration: 1.5755665302276611 (1.5957379925538429) | > amp_scaler: 128.0 (92.06888633754309) | > loss_1: 32.14270782470703 (29.957702288534556) | > grad_norm_1: tensor(534.0879, device='cuda:0') (tensor(821.9149, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.895 (0.9248174230485778) | > loader_time: 0.0162 (0.011096011073115773)  --> TIME: 2025-02-21 07:02:06 -- STEP: 921/924 -- GLOBAL_STEP: 193700 | > loss_disc: 2.2159783840179443 (2.228567475345834) | > loss_disc_real_0: 0.17066797614097595 (0.13168689841556241) | > loss_disc_real_1: 0.2146090269088745 (0.18859759220665356) | > loss_disc_real_2: 0.21719388663768768 (0.20143700907983686) | > loss_disc_real_3: 0.21221165359020233 (0.20466150988973314) | > loss_disc_real_4: 0.18582135438919067 (0.20549646796543355) | > loss_disc_real_5: 0.21606779098510742 (0.2033866197032597) | > loss_0: 2.2159783840179443 (2.228567475345834) | > grad_norm_0: tensor(80.5173, device='cuda:0') (tensor(50.2085, device='cuda:0')) | > loss_gen: 2.9843807220458984 (2.781677092066547) | > loss_kl: 1.942603588104248 (2.1224039637692997) | > loss_feat: 8.491373062133789 (8.469003426782725) | > loss_mel: 15.470781326293945 (15.010864182222678) | > loss_duration: 1.6421828269958496 (1.5954889055183739) | > amp_scaler: 128.0 (94.0195439739414) | > loss_1: 30.531322479248047 (29.979437570230193) | > grad_norm_1: tensor(1010.3156, device='cuda:0') (tensor(819.2867, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.883 (0.9240450281791397) | > loader_time: 0.0104 (0.011068732161216446)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4412808418273926 (2.4412808418273926) | > loss_disc_real_0: 0.20325957238674164 (0.20325957238674164) | > loss_disc_real_1: 0.18859730660915375 (0.18859730660915375) | > loss_disc_real_2: 0.2039691060781479 (0.2039691060781479) | > loss_disc_real_3: 0.264216810464859 (0.264216810464859) | > loss_disc_real_4: 0.23934458196163177 (0.23934458196163177) | > loss_disc_real_5: 0.1877075731754303 (0.1877075731754303) | > loss_0: 2.4412808418273926 (2.4412808418273926) | > loss_gen: 2.3328042030334473 (2.3328042030334473) | > loss_kl: 2.008141040802002 (2.008141040802002) | > loss_feat: 7.142817497253418 (7.142817497253418) | > loss_mel: 13.567099571228027 (13.567099571228027) | > loss_duration: 1.698775053024292 (1.698775053024292) | > loss_1: 26.749637603759766 (26.749637603759766)  --> STEP: 1 | > loss_disc: 2.3927175998687744 (2.3927175998687744) | > loss_disc_real_0: 0.18171164393424988 (0.18171164393424988) | > loss_disc_real_1: 0.1922483891248703 (0.1922483891248703) | > loss_disc_real_2: 0.22091685235500336 (0.22091685235500336) | > loss_disc_real_3: 0.25490665435791016 (0.25490665435791016) | > loss_disc_real_4: 0.2285715788602829 (0.2285715788602829) | > loss_disc_real_5: 0.21398332715034485 (0.21398332715034485) | > loss_0: 2.3927175998687744 (2.3927175998687744) | > loss_gen: 2.546422004699707 (2.546422004699707) | > loss_kl: 2.0399765968322754 (2.0399765968322754) | > loss_feat: 8.135299682617188 (8.135299682617188) | > loss_mel: 15.837745666503906 (15.837745666503906) | > loss_duration: 1.6916353702545166 (1.6916353702545166) | > loss_1: 30.251079559326172 (30.251079559326172)  --> STEP: 2 | > loss_disc: 2.4755148887634277 (2.434116244316101) | > loss_disc_real_0: 0.21117855608463287 (0.19644510000944138) | > loss_disc_real_1: 0.20134620368480682 (0.19679729640483856) | > loss_disc_real_2: 0.23004400730133057 (0.22548042982816696) | > loss_disc_real_3: 0.2850733995437622 (0.2699900269508362) | > loss_disc_real_4: 0.2355605661869049 (0.2320660725235939) | > loss_disc_real_5: 0.20248651504516602 (0.20823492109775543) | > loss_0: 2.4755148887634277 (2.434116244316101) | > loss_gen: 2.4794516563415527 (2.51293683052063) | > loss_kl: 1.9292304515838623 (1.9846035242080688) | > loss_feat: 8.1506929397583 (8.142996311187744) | > loss_mel: 14.941155433654785 (15.389450550079346) | > loss_duration: 1.5859646797180176 (1.638800024986267) | > loss_1: 29.086496353149414 (29.668787956237793)  --> STEP: 3 | > loss_disc: 2.4840548038482666 (2.4507624308268228) | > loss_disc_real_0: 0.21755975484848022 (0.203483318289121) | > loss_disc_real_1: 0.20052945613861084 (0.19804134964942932) | > loss_disc_real_2: 0.2405076026916504 (0.2304894874493281) | > loss_disc_real_3: 0.26479071378707886 (0.26825692256291706) | > loss_disc_real_4: 0.2376498579978943 (0.2339273343483607) | > loss_disc_real_5: 0.24554525315761566 (0.22067169845104218) | > loss_0: 2.4840548038482666 (2.4507624308268228) | > loss_gen: 2.4697344303131104 (2.4985360304514566) | > loss_kl: 2.019322633743286 (1.9961765607198079) | > loss_feat: 6.673086166381836 (7.653026262919108) | > loss_mel: 14.217913627624512 (14.9989382425944) | > loss_duration: 1.6639777421951294 (1.6471925973892212) | > loss_1: 27.044034957885742 (28.79387029012044)  --> STEP: 4 | > loss_disc: 2.484978675842285 (2.4593164920806885) | > loss_disc_real_0: 0.18251933157444 (0.19824232161045074) | > loss_disc_real_1: 0.19270090758800507 (0.19670623913407326) | > loss_disc_real_2: 0.2317429780960083 (0.23080286011099815) | > loss_disc_real_3: 0.25275930762290955 (0.2643825188279152) | > loss_disc_real_4: 0.220167338848114 (0.23048733547329903) | > loss_disc_real_5: 0.21447107195854187 (0.2191215418279171) | > loss_0: 2.484978675842285 (2.4593164920806885) | > loss_gen: 2.331637144088745 (2.456811308860779) | > loss_kl: 1.904146432876587 (1.9731690287590027) | > loss_feat: 7.081062316894531 (7.510035276412964) | > loss_mel: 14.54867172241211 (14.886371612548828) | > loss_duration: 1.778699278831482 (1.6800692677497864) | > loss_1: 27.644216537475586 (28.50645685195923)  --> STEP: 5 | > loss_disc: 2.217336416244507 (2.4109204769134522) | > loss_disc_real_0: 0.11703291535377502 (0.1820004403591156) | > loss_disc_real_1: 0.26828083395957947 (0.2110211580991745) | > loss_disc_real_2: 0.2560662031173706 (0.23585552871227264) | > loss_disc_real_3: 0.17305652797222137 (0.24611732065677644) | > loss_disc_real_4: 0.1396973580121994 (0.2123293399810791) | > loss_disc_real_5: 0.221633642911911 (0.21962396204471588) | > loss_0: 2.217336416244507 (2.4109204769134522) | > loss_gen: 2.761246681213379 (2.517698383331299) | > loss_kl: 2.134700059890747 (2.0054752349853517) | > loss_feat: 8.193570137023926 (7.646742248535157) | > loss_mel: 16.64134979248047 (15.237367248535156) | > loss_duration: 1.5268847942352295 (1.649432373046875) | > loss_1: 31.257749557495117 (29.056715393066405) --> EVAL PERFORMANCE | > avg_loader_time: 0.15984582901000977 (+0.0063911437988281306) | > avg_loss_disc: 2.4109204769134522 (+0.04571919441223171) | > avg_loss_disc_real_0: 0.1820004403591156 (+0.03553892225027086) | > avg_loss_disc_real_1: 0.2110211580991745 (+0.024385973811149597) | > avg_loss_disc_real_2: 0.23585552871227264 (+0.01455696821212768) | > avg_loss_disc_real_3: 0.24611732065677644 (+0.015983352065086387) | > avg_loss_disc_real_4: 0.2123293399810791 (-0.015579780936241128) | > avg_loss_disc_real_5: 0.21962396204471588 (-0.00944778323173523) | > avg_loss_0: 2.4109204769134522 (+0.04571919441223171) | > avg_loss_gen: 2.517698383331299 (+0.02962913513183585) | > avg_loss_kl: 2.0054752349853517 (+0.011838507652282892) | > avg_loss_feat: 7.646742248535157 (+0.11727266311645579) | > avg_loss_mel: 15.237367248535156 (+0.8852529525756836) | > avg_loss_duration: 1.649432373046875 (+0.0031503677368163174) | > avg_loss_1: 29.056715393066405 (+1.0471435546874979)  > EPOCH: 160/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 07:02:18)   --> TIME: 2025-02-21 07:03:04 -- STEP: 47/924 -- GLOBAL_STEP: 193750 | > loss_disc: 2.2351601123809814 (2.218788365100293) | > loss_disc_real_0: 0.13266779482364655 (0.133673646665634) | > loss_disc_real_1: 0.19257129728794098 (0.18871930843972146) | > loss_disc_real_2: 0.1712493598461151 (0.20008788939486158) | > loss_disc_real_3: 0.19689762592315674 (0.20641627210251828) | > loss_disc_real_4: 0.19626246392726898 (0.20619607510718893) | > loss_disc_real_5: 0.18514278531074524 (0.19950114158873863) | > loss_0: 2.2351601123809814 (2.218788365100293) | > grad_norm_0: tensor(37.1871, device='cuda:0') (tensor(49.7172, device='cuda:0')) | > loss_gen: 2.6607210636138916 (2.7987153428666134) | > loss_kl: 2.1697068214416504 (2.1128694935047867) | > loss_feat: 8.368950843811035 (8.50352540929267) | > loss_mel: 15.554940223693848 (14.988389299270954) | > loss_duration: 1.6200098991394043 (1.5996796070261208) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.37432861328125 (30.00317922551581) | > grad_norm_1: tensor(887.6625, device='cuda:0') (tensor(738.2122, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.8837 (0.9223225928367452) | > loader_time: 0.0101 (0.01094633974927537)  --> TIME: 2025-02-21 07:03:51 -- STEP: 97/924 -- GLOBAL_STEP: 193800 | > loss_disc: 2.156376361846924 (2.2203157808362834) | > loss_disc_real_0: 0.13838320970535278 (0.13393386872005214) | > loss_disc_real_1: 0.1748512238264084 (0.18684218731737628) | > loss_disc_real_2: 0.21761655807495117 (0.20048971550980793) | > loss_disc_real_3: 0.22138024866580963 (0.20570560706030463) | > loss_disc_real_4: 0.22052748501300812 (0.20715898567253785) | > loss_disc_real_5: 0.2120886892080307 (0.20147523007442042) | > loss_0: 2.156376361846924 (2.2203157808362834) | > grad_norm_0: tensor(59.4944, device='cuda:0') (tensor(50.9481, device='cuda:0')) | > loss_gen: 2.9110941886901855 (2.797414059491502) | > loss_kl: 2.288628339767456 (2.1325877056908356) | > loss_feat: 8.940779685974121 (8.53288004078816) | > loss_mel: 16.5279541015625 (15.01401656435937) | > loss_duration: 1.5985591411590576 (1.5970295864282196) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.26701736450195 (30.073928066135682) | > grad_norm_1: tensor(943.1987, device='cuda:0') (tensor(811.8257, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.9282 (0.9198452025344691) | > loader_time: 0.0108 (0.010886189863853845)  --> TIME: 2025-02-21 07:04:37 -- STEP: 147/924 -- GLOBAL_STEP: 193850 | > loss_disc: 2.25519061088562 (2.2186698167502485) | > loss_disc_real_0: 0.20289283990859985 (0.13225956354923796) | > loss_disc_real_1: 0.17893679440021515 (0.18828853660700276) | > loss_disc_real_2: 0.18570637702941895 (0.19985325573658455) | > loss_disc_real_3: 0.21650706231594086 (0.20486788694955865) | > loss_disc_real_4: 0.22154219448566437 (0.20635119830670004) | > loss_disc_real_5: 0.17952606081962585 (0.20119341863255918) | > loss_0: 2.25519061088562 (2.2186698167502485) | > grad_norm_0: tensor(86.0270, device='cuda:0') (tensor(50.4573, device='cuda:0')) | > loss_gen: 2.721378803253174 (2.7902126555540123) | > loss_kl: 2.089304208755493 (2.1215743029198677) | > loss_feat: 8.297980308532715 (8.527290629691821) | > loss_mel: 14.838645935058594 (15.014113374307852) | > loss_duration: 1.613179087638855 (1.5977272143980272) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.56048583984375 (30.05091815092126) | > grad_norm_1: tensor(931.8021, device='cuda:0') (tensor(833.8992, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.9124 (0.9172302865657677) | > loader_time: 0.0108 (0.010880828714695106)  --> TIME: 2025-02-21 07:05:24 -- STEP: 197/924 -- GLOBAL_STEP: 193900 | > loss_disc: 2.1682186126708984 (2.2191844434302466) | > loss_disc_real_0: 0.08609109371900558 (0.13168820899528294) | > loss_disc_real_1: 0.2059778869152069 (0.18811522386400834) | > loss_disc_real_2: 0.2332565039396286 (0.1996018680067837) | > loss_disc_real_3: 0.18774902820587158 (0.20469699043610373) | > loss_disc_real_4: 0.17906184494495392 (0.20588153033389658) | > loss_disc_real_5: 0.17841680347919464 (0.20256280271232427) | > loss_0: 2.1682186126708984 (2.2191844434302466) | > grad_norm_0: tensor(45.9681, device='cuda:0') (tensor(50.7712, device='cuda:0')) | > loss_gen: 2.8127031326293945 (2.790795143485675) | > loss_kl: 2.1901042461395264 (2.1159930852464015) | > loss_feat: 8.284930229187012 (8.533433979537877) | > loss_mel: 14.045310974121094 (14.994873037193027) | > loss_duration: 1.6083165407180786 (1.59500566472862) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.94136619567871 (30.030100972519307) | > grad_norm_1: tensor(1080.0985, device='cuda:0') (tensor(806.7344, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.9147 (0.9172790050506592) | > loader_time: 0.0106 (0.010904117284087361)  --> TIME: 2025-02-21 07:06:11 -- STEP: 247/924 -- GLOBAL_STEP: 193950 | > loss_disc: 2.2719192504882812 (2.2226096039358905) | > loss_disc_real_0: 0.16736328601837158 (0.13231575968656467) | > loss_disc_real_1: 0.16765747964382172 (0.18803300120328603) | > loss_disc_real_2: 0.2293609380722046 (0.2001997286129577) | > loss_disc_real_3: 0.22711968421936035 (0.20538104569863694) | > loss_disc_real_4: 0.21591901779174805 (0.20601980605347436) | > loss_disc_real_5: 0.20376649498939514 (0.2020744770644647) | > loss_0: 2.2719192504882812 (2.2226096039358905) | > grad_norm_0: tensor(65.2416, device='cuda:0') (tensor(51.3351, device='cuda:0')) | > loss_gen: 2.9073801040649414 (2.7943432408305804) | > loss_kl: 1.9609270095825195 (2.1143253694179083) | > loss_feat: 8.389704704284668 (8.529458518935591) | > loss_mel: 15.483911514282227 (15.002823130804517) | > loss_duration: 1.603600025177002 (1.596012230344147) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.345523834228516 (30.03696254004351) | > grad_norm_1: tensor(833.7345, device='cuda:0') (tensor(808.7358, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.9311 (0.9185591815454275) | > loader_time: 0.0118 (0.01097058767249227)  --> TIME: 2025-02-21 07:06:58 -- STEP: 297/924 -- GLOBAL_STEP: 194000 | > loss_disc: 2.240353584289551 (2.2221614616085787) | > loss_disc_real_0: 0.11676573008298874 (0.13109742293153157) | > loss_disc_real_1: 0.22528909146785736 (0.18856850552438487) | > loss_disc_real_2: 0.20624063909053802 (0.20036539114284202) | > loss_disc_real_3: 0.1998274326324463 (0.20511926148676315) | > loss_disc_real_4: 0.1890588104724884 (0.20583708815101023) | > loss_disc_real_5: 0.2095491588115692 (0.20255697199993258) | > loss_0: 2.240353584289551 (2.2221614616085787) | > grad_norm_0: tensor(15.8146, device='cuda:0') (tensor(51.0121, device='cuda:0')) | > loss_gen: 2.919499397277832 (2.789087861475319) | > loss_kl: 2.4118049144744873 (2.1123709365575003) | > loss_feat: 9.182039260864258 (8.508814916064829) | > loss_mel: 17.058734893798828 (14.98406990770539) | > loss_duration: 1.5761497020721436 (1.5962204254837546) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.14822769165039 (29.990564102275606) | > grad_norm_1: tensor(965.0001, device='cuda:0') (tensor(821.9711, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.9203 (0.9200123552521473) | > loader_time: 0.011 (0.010960917681555956) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_194000.pth  --> TIME: 2025-02-21 07:07:47 -- STEP: 347/924 -- GLOBAL_STEP: 194050 | > loss_disc: 2.215256690979004 (2.225910449921225) | > loss_disc_real_0: 0.10723847150802612 (0.13134653868438187) | > loss_disc_real_1: 0.2202870398759842 (0.18903150153950243) | > loss_disc_real_2: 0.18050001561641693 (0.2008102938146345) | > loss_disc_real_3: 0.23122502863407135 (0.20544703588190275) | > loss_disc_real_4: 0.2311413437128067 (0.20564877626188208) | > loss_disc_real_5: 0.2155276983976364 (0.20321105051281124) | > loss_0: 2.215256690979004 (2.225910449921225) | > grad_norm_0: tensor(39.0391, device='cuda:0') (tensor(51.2283, device='cuda:0')) | > loss_gen: 2.9066944122314453 (2.787263516390358) | > loss_kl: 2.1407077312469482 (2.1145337486816747) | > loss_feat: 8.865236282348633 (8.49475707787943) | > loss_mel: 15.6431884765625 (14.984901024216533) | > loss_duration: 1.601698875427246 (1.596279743768983) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.15752410888672 (29.977735189608264) | > grad_norm_1: tensor(904.3744, device='cuda:0') (tensor(822.0901, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.9369 (0.9212696710306219) | > loader_time: 0.0116 (0.010985431478758708)  --> TIME: 2025-02-21 07:08:34 -- STEP: 397/924 -- GLOBAL_STEP: 194100 | > loss_disc: 2.2205867767333984 (2.2284373462350278) | > loss_disc_real_0: 0.14796938002109528 (0.13131013598940533) | > loss_disc_real_1: 0.19924555718898773 (0.18949268758296967) | > loss_disc_real_2: 0.20268508791923523 (0.2012872368622788) | > loss_disc_real_3: 0.23410363495349884 (0.20554021068424064) | > loss_disc_real_4: 0.2114155888557434 (0.20559431124544264) | > loss_disc_real_5: 0.20830795168876648 (0.2037567454636547) | > loss_0: 2.2205867767333984 (2.2284373462350278) | > grad_norm_0: tensor(65.7662, device='cuda:0') (tensor(51.5211, device='cuda:0')) | > loss_gen: 2.8266663551330566 (2.783399673793418) | > loss_kl: 2.154463291168213 (2.1167939733197754) | > loss_feat: 8.644094467163086 (8.489468458017088) | > loss_mel: 15.036789894104004 (14.9992905768099) | > loss_duration: 1.5997962951660156 (1.5962366592373594) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.261808395385742 (29.98518939462657) | > grad_norm_1: tensor(943.4879, device='cuda:0') (tensor(825.4222, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.9212 (0.9219949383579515) | > loader_time: 0.011 (0.011014059148447336)  --> TIME: 2025-02-21 07:09:21 -- STEP: 447/924 -- GLOBAL_STEP: 194150 | > loss_disc: 2.1427040100097656 (2.2304217084675533) | > loss_disc_real_0: 0.07097502797842026 (0.1327720580151684) | > loss_disc_real_1: 0.1924775242805481 (0.18972545575508867) | > loss_disc_real_2: 0.21959716081619263 (0.2015542510971928) | > loss_disc_real_3: 0.201435849070549 (0.20559072577846668) | > loss_disc_real_4: 0.24133484065532684 (0.20543865226125824) | > loss_disc_real_5: 0.19427239894866943 (0.20352307928755242) | > loss_0: 2.1427040100097656 (2.2304217084675533) | > grad_norm_0: tensor(42.3222, device='cuda:0') (tensor(52.0475, device='cuda:0')) | > loss_gen: 2.79361891746521 (2.784244884580574) | > loss_kl: 2.110654592514038 (2.1135441067501457) | > loss_feat: 9.106817245483398 (8.474435320903234) | > loss_mel: 14.936578750610352 (14.993462187065107) | > loss_duration: 1.5996637344360352 (1.5958149126445418) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.547332763671875 (29.96150146501443) | > grad_norm_1: tensor(684.8749, device='cuda:0') (tensor(815.5758, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.9432 (0.921994806136061) | > loader_time: 0.0114 (0.010999637428812796)  --> TIME: 2025-02-21 07:10:09 -- STEP: 497/924 -- GLOBAL_STEP: 194200 | > loss_disc: 2.234551429748535 (2.231454346981084) | > loss_disc_real_0: 0.1374853551387787 (0.13292545133403375) | > loss_disc_real_1: 0.1916341483592987 (0.18967259994574956) | > loss_disc_real_2: 0.18345007300376892 (0.20173735236018245) | > loss_disc_real_3: 0.20912668108940125 (0.20553025027635835) | > loss_disc_real_4: 0.19660770893096924 (0.20519566775807432) | > loss_disc_real_5: 0.21099120378494263 (0.2033708877786544) | > loss_0: 2.234551429748535 (2.231454346981084) | > grad_norm_0: tensor(39.2955, device='cuda:0') (tensor(51.5132, device='cuda:0')) | > loss_gen: 2.7404119968414307 (2.7821813876959878) | > loss_kl: 2.0848636627197266 (2.112636274015397) | > loss_feat: 8.571819305419922 (8.463954634829523) | > loss_mel: 15.479382514953613 (15.001907032020615) | > loss_duration: 1.550410270690918 (1.5955459529485259) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.42688751220703 (29.956225358744263) | > grad_norm_1: tensor(813.0078, device='cuda:0') (tensor(802.6479, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.9033 (0.922633416695854) | > loader_time: 0.0118 (0.01104846902536434)  --> TIME: 2025-02-21 07:10:56 -- STEP: 547/924 -- GLOBAL_STEP: 194250 | > loss_disc: 2.251826286315918 (2.231381920617501) | > loss_disc_real_0: 0.22830785810947418 (0.13308638776269435) | > loss_disc_real_1: 0.18699510395526886 (0.18967298626681786) | > loss_disc_real_2: 0.22450734674930573 (0.20179109525963865) | > loss_disc_real_3: 0.1999109834432602 (0.20548065657807443) | > loss_disc_real_4: 0.21640229225158691 (0.20534398917524208) | > loss_disc_real_5: 0.22386686503887177 (0.20306008482110127) | > loss_0: 2.251826286315918 (2.231381920617501) | > grad_norm_0: tensor(86.5225, device='cuda:0') (tensor(51.3731, device='cuda:0')) | > loss_gen: 2.9120500087738037 (2.7841477341800114) | > loss_kl: 2.3366339206695557 (2.1149045773790327) | > loss_feat: 8.058145523071289 (8.466454300191744) | > loss_mel: 15.206907272338867 (15.004216633505534) | > loss_duration: 1.601794958114624 (1.5958782700341618) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.11553192138672 (29.965601563671594) | > grad_norm_1: tensor(808.3328, device='cuda:0') (tensor(809.6003, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.9249 (0.9232243406271368) | > loader_time: 0.0126 (0.011049071439223488)  --> TIME: 2025-02-21 07:11:43 -- STEP: 597/924 -- GLOBAL_STEP: 194300 | > loss_disc: 2.187278985977173 (2.2306739193710228) | > loss_disc_real_0: 0.13435646891593933 (0.13221227158004514) | > loss_disc_real_1: 0.17973442375659943 (0.1896295941604842) | > loss_disc_real_2: 0.2200995683670044 (0.202271700803958) | > loss_disc_real_3: 0.21235091984272003 (0.2054073591927188) | > loss_disc_real_4: 0.20067617297172546 (0.20537644649670153) | > loss_disc_real_5: 0.2266908884048462 (0.20287143552622808) | > loss_0: 2.187278985977173 (2.2306739193710228) | > grad_norm_0: tensor(47.0127, device='cuda:0') (tensor(51.1462, device='cuda:0')) | > loss_gen: 2.973013162612915 (2.784527626868268) | > loss_kl: 2.182152032852173 (2.1189985954182413) | > loss_feat: 9.178910255432129 (8.473409903508722) | > loss_mel: 16.756772994995117 (15.007433627718058) | > loss_duration: 1.5654029846191406 (1.5954454534217541) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.65625 (29.979815264243364) | > grad_norm_1: tensor(1143.3362, device='cuda:0') (tensor(812.3402, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.9366 (0.9231256152716915) | > loader_time: 0.0112 (0.011031902814829965)  --> TIME: 2025-02-21 07:12:29 -- STEP: 647/924 -- GLOBAL_STEP: 194350 | > loss_disc: 2.2575907707214355 (2.229138981061519) | > loss_disc_real_0: 0.16266076266765594 (0.13248821294980218) | > loss_disc_real_1: 0.20205947756767273 (0.18944435708305396) | > loss_disc_real_2: 0.24040158092975616 (0.20240827980328932) | > loss_disc_real_3: 0.19697478413581848 (0.20517443965723184) | > loss_disc_real_4: 0.1750475913286209 (0.20514011037589217) | > loss_disc_real_5: 0.28973278403282166 (0.20257126239388965) | > loss_0: 2.2575907707214355 (2.229138981061519) | > grad_norm_0: tensor(40.2001, device='cuda:0') (tensor(51.1038, device='cuda:0')) | > loss_gen: 2.8114213943481445 (2.7903795559218336) | > loss_kl: 1.9349610805511475 (2.115851475982429) | > loss_feat: 8.949014663696289 (8.490877239928903) | > loss_mel: 15.29900074005127 (15.016405070214956) | > loss_duration: 1.5549362897872925 (1.5952847129226284) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.549331665039062 (30.008798098085087) | > grad_norm_1: tensor(987.1087, device='cuda:0') (tensor(817.2365, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.884 (0.9227097904110988) | > loader_time: 0.0101 (0.011012083227520194)  --> TIME: 2025-02-21 07:13:16 -- STEP: 697/924 -- GLOBAL_STEP: 194400 | > loss_disc: 2.1678173542022705 (2.2286766127842217) | > loss_disc_real_0: 0.11102918535470963 (0.13219269396071795) | > loss_disc_real_1: 0.18063050508499146 (0.18957741130971856) | > loss_disc_real_2: 0.1988263726234436 (0.20230331907912) | > loss_disc_real_3: 0.23895107209682465 (0.20503822755779383) | > loss_disc_real_4: 0.24629142880439758 (0.2052760761942035) | > loss_disc_real_5: 0.24411548674106598 (0.20231307850592117) | > loss_0: 2.1678173542022705 (2.2286766127842217) | > grad_norm_0: tensor(68.4071, device='cuda:0') (tensor(50.4719, device='cuda:0')) | > loss_gen: 3.0143611431121826 (2.7880812330943754) | > loss_kl: 2.004040002822876 (2.116260596806211) | > loss_feat: 8.939033508300781 (8.490150327832987) | > loss_mel: 15.682785034179688 (15.016976632894027) | > loss_duration: 1.572415828704834 (1.5952173560387435) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.212635040283203 (30.006686187371965) | > grad_norm_1: tensor(1191.8668, device='cuda:0') (tensor(808.1859, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.8861 (0.9226493113694267) | > loader_time: 0.0093 (0.011000215237588755)  --> TIME: 2025-02-21 07:14:03 -- STEP: 747/924 -- GLOBAL_STEP: 194450 | > loss_disc: 2.197695732116699 (2.227713415581217) | > loss_disc_real_0: 0.13064837455749512 (0.13176669074668781) | > loss_disc_real_1: 0.1586758941411972 (0.18939070445466727) | > loss_disc_real_2: 0.20869745314121246 (0.20226740831112766) | > loss_disc_real_3: 0.1815636307001114 (0.20510847427679027) | > loss_disc_real_4: 0.21704651415348053 (0.2052927636597529) | > loss_disc_real_5: 0.17096082866191864 (0.20220892705831195) | > loss_0: 2.197695732116699 (2.227713415581217) | > grad_norm_0: tensor(53.5921, device='cuda:0') (tensor(50.6626, device='cuda:0')) | > loss_gen: 2.8544819355010986 (2.788964633801215) | > loss_kl: 2.036997079849243 (2.1182262983666824) | > loss_feat: 8.334864616394043 (8.492964529448555) | > loss_mel: 14.865955352783203 (15.016589248994269) | > loss_duration: 1.6638685464859009 (1.5951214851624516) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.756166458129883 (30.01186623375418) | > grad_norm_1: tensor(778.0226, device='cuda:0') (tensor(808.1072, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.9438 (0.9231968985663521) | > loader_time: 0.012 (0.011021775573771318)  --> TIME: 2025-02-21 07:14:50 -- STEP: 797/924 -- GLOBAL_STEP: 194500 | > loss_disc: 2.3864011764526367 (2.228595873792018) | > loss_disc_real_0: 0.299325168132782 (0.1324780959930444) | > loss_disc_real_1: 0.17068347334861755 (0.18946947667799166) | > loss_disc_real_2: 0.21850545704364777 (0.20236126306365096) | > loss_disc_real_3: 0.24780549108982086 (0.20528994988617358) | > loss_disc_real_4: 0.16879501938819885 (0.20534619365537174) | > loss_disc_real_5: 0.240016907453537 (0.20202653222206707) | > loss_0: 2.3864011764526367 (2.228595873792018) | > grad_norm_0: tensor(81.3142, device='cuda:0') (tensor(50.8955, device='cuda:0')) | > loss_gen: 2.912297010421753 (2.791315210359158) | > loss_kl: 2.1639623641967773 (2.1199711311416887) | > loss_feat: 8.301983833312988 (8.494425055672554) | > loss_mel: 15.433113098144531 (15.01238743603753) | > loss_duration: 1.5848522186279297 (1.595347554800352) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.396207809448242 (30.013446412989897) | > grad_norm_1: tensor(715.0708, device='cuda:0') (tensor(810.9026, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.9327 (0.9227424122608143) | > loader_time: 0.0108 (0.011022703560861467)  --> TIME: 2025-02-21 07:15:36 -- STEP: 847/924 -- GLOBAL_STEP: 194550 | > loss_disc: 2.271812915802002 (2.228520750436477) | > loss_disc_real_0: 0.1314191222190857 (0.13202590761879957) | > loss_disc_real_1: 0.19851598143577576 (0.18944117294925739) | > loss_disc_real_2: 0.2336733043193817 (0.2024550052819314) | > loss_disc_real_3: 0.24400101602077484 (0.20535844566197148) | > loss_disc_real_4: 0.25385618209838867 (0.20540862575331706) | > loss_disc_real_5: 0.2494390457868576 (0.20228458805517727) | > loss_0: 2.271812915802002 (2.228520750436477) | > grad_norm_0: tensor(61.8853, device='cuda:0') (tensor(50.5432, device='cuda:0')) | > loss_gen: 2.9379167556762695 (2.7897641940268874) | > loss_kl: 2.0609130859375 (2.122520705322166) | > loss_feat: 8.238175392150879 (8.492419491692441) | > loss_mel: 16.20633888244629 (15.005537242506584) | > loss_duration: 1.57090163230896 (1.5952106669210908) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.014245986938477 (30.0054523058174) | > grad_norm_1: tensor(1156.4755, device='cuda:0') (tensor(809.0756, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.8524 (0.9218026153312243) | > loader_time: 0.0097 (0.011015459384940727)  --> TIME: 2025-02-21 07:16:23 -- STEP: 897/924 -- GLOBAL_STEP: 194600 | > loss_disc: 2.235128402709961 (2.228848967265125) | > loss_disc_real_0: 0.21532373130321503 (0.13248757882627207) | > loss_disc_real_1: 0.21395231783390045 (0.18925714491136642) | > loss_disc_real_2: 0.20447848737239838 (0.20238565795597024) | > loss_disc_real_3: 0.21371564269065857 (0.2052103284011317) | > loss_disc_real_4: 0.19477704167366028 (0.20539045205948206) | > loss_disc_real_5: 0.2246537059545517 (0.2022663406703784) | > loss_0: 2.235128402709961 (2.228848967265125) | > grad_norm_0: tensor(77.4493, device='cuda:0') (tensor(50.8546, device='cuda:0')) | > loss_gen: 2.9096386432647705 (2.7902779536635305) | > loss_kl: 1.8963100910186768 (2.119302223624459) | > loss_feat: 8.74662971496582 (8.494958274207647) | > loss_mel: 15.121268272399902 (15.02398746920004) | > loss_duration: 1.6093218326568604 (1.5953277538186863) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.28316879272461 (30.023853682621127) | > grad_norm_1: tensor(223.8945, device='cuda:0') (tensor(811.5626, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.9114 (0.9214773789430277) | > loader_time: 0.0099 (0.011020626112768878)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3982975482940674 (2.3982975482940674) | > loss_disc_real_0: 0.16566318273544312 (0.16566318273544312) | > loss_disc_real_1: 0.2124350368976593 (0.2124350368976593) | > loss_disc_real_2: 0.2088770866394043 (0.2088770866394043) | > loss_disc_real_3: 0.2439599633216858 (0.2439599633216858) | > loss_disc_real_4: 0.22535885870456696 (0.22535885870456696) | > loss_disc_real_5: 0.21301767230033875 (0.21301767230033875) | > loss_0: 2.3982975482940674 (2.3982975482940674) | > loss_gen: 2.4135348796844482 (2.4135348796844482) | > loss_kl: 2.136888265609741 (2.136888265609741) | > loss_feat: 6.973446369171143 (6.973446369171143) | > loss_mel: 12.861244201660156 (12.861244201660156) | > loss_duration: 1.6802875995635986 (1.6802875995635986) | > loss_1: 26.065401077270508 (26.065401077270508)  --> STEP: 1 | > loss_disc: 2.414523124694824 (2.414523124694824) | > loss_disc_real_0: 0.1861722618341446 (0.1861722618341446) | > loss_disc_real_1: 0.2152778059244156 (0.2152778059244156) | > loss_disc_real_2: 0.21897609531879425 (0.21897609531879425) | > loss_disc_real_3: 0.2480364739894867 (0.2480364739894867) | > loss_disc_real_4: 0.24447418749332428 (0.24447418749332428) | > loss_disc_real_5: 0.26791903376579285 (0.26791903376579285) | > loss_0: 2.414523124694824 (2.414523124694824) | > loss_gen: 2.6407742500305176 (2.6407742500305176) | > loss_kl: 2.052459239959717 (2.052459239959717) | > loss_feat: 7.627348899841309 (7.627348899841309) | > loss_mel: 14.025314331054688 (14.025314331054688) | > loss_duration: 1.6655676364898682 (1.6655676364898682) | > loss_1: 28.011463165283203 (28.011463165283203)  --> STEP: 2 | > loss_disc: 2.3307230472564697 (2.372623085975647) | > loss_disc_real_0: 0.16750165820121765 (0.17683696001768112) | > loss_disc_real_1: 0.20212990045547485 (0.20870385318994522) | > loss_disc_real_2: 0.21959196031093597 (0.2192840278148651) | > loss_disc_real_3: 0.25612714886665344 (0.25208181142807007) | > loss_disc_real_4: 0.22776083648204803 (0.23611751198768616) | > loss_disc_real_5: 0.2699958384037018 (0.2689574360847473) | > loss_0: 2.3307230472564697 (2.372623085975647) | > loss_gen: 2.7041420936584473 (2.6724581718444824) | > loss_kl: 1.9782896041870117 (2.0153744220733643) | > loss_feat: 8.099873542785645 (7.863611221313477) | > loss_mel: 13.739156723022461 (13.882235527038574) | > loss_duration: 1.578428030014038 (1.6219978332519531) | > loss_1: 28.099889755249023 (28.055676460266113)  --> STEP: 3 | > loss_disc: 2.4668545722961426 (2.404033581415812) | > loss_disc_real_0: 0.17817464470863342 (0.17728285491466522) | > loss_disc_real_1: 0.21654783189296722 (0.21131851275761923) | > loss_disc_real_2: 0.2068459391593933 (0.21513799826304117) | > loss_disc_real_3: 0.2540622353553772 (0.2527419527371724) | > loss_disc_real_4: 0.24453610181808472 (0.238923708597819) | > loss_disc_real_5: 0.23530550301074982 (0.2577401250600815) | > loss_0: 2.4668545722961426 (2.404033581415812) | > loss_gen: 2.376396656036377 (2.5737709999084473) | > loss_kl: 2.1173553466796875 (2.049368063608805) | > loss_feat: 5.835367679595947 (7.187530040740967) | > loss_mel: 11.766366958618164 (13.176946004231771) | > loss_duration: 1.680567979812622 (1.6415212154388428) | > loss_1: 23.77605438232422 (26.629135767618816)  --> STEP: 4 | > loss_disc: 2.4212565422058105 (2.4083393216133118) | > loss_disc_real_0: 0.18204887211322784 (0.17847435921430588) | > loss_disc_real_1: 0.21251864731311798 (0.2116185463964939) | > loss_disc_real_2: 0.211522176861763 (0.21423404291272163) | > loss_disc_real_3: 0.24980035424232483 (0.25200655311346054) | > loss_disc_real_4: 0.23225323855876923 (0.23725609108805656) | > loss_disc_real_5: 0.2806066870689392 (0.2634567655622959) | > loss_0: 2.4212565422058105 (2.4083393216133118) | > loss_gen: 2.5765581130981445 (2.5744677782058716) | > loss_kl: 2.089418888092041 (2.0593807697296143) | > loss_feat: 7.378873348236084 (7.235365867614746) | > loss_mel: 13.671980857849121 (13.300704717636108) | > loss_duration: 1.7559208869934082 (1.6701211333274841) | > loss_1: 27.47275161743164 (26.84003973007202)  --> STEP: 5 | > loss_disc: 2.3517796993255615 (2.3970273971557616) | > loss_disc_real_0: 0.2758359909057617 (0.19794668555259703) | > loss_disc_real_1: 0.15681567788124084 (0.2006579726934433) | > loss_disc_real_2: 0.2415154129266739 (0.21969031691551208) | > loss_disc_real_3: 0.26976248621940613 (0.2555577397346497) | > loss_disc_real_4: 0.2732718586921692 (0.24445924460887908) | > loss_disc_real_5: 0.2950061559677124 (0.2697666436433792) | > loss_0: 2.3517796993255615 (2.3970273971557616) | > loss_gen: 3.4112558364868164 (2.7418253898620604) | > loss_kl: 1.8601415157318115 (2.0195329189300537) | > loss_feat: 9.08554458618164 (7.605401611328125) | > loss_mel: 16.984731674194336 (14.037510108947753) | > loss_duration: 1.5302544832229614 (1.6421478033065795) | > loss_1: 32.87192916870117 (28.04641761779785) --> EVAL PERFORMANCE | > avg_loader_time: 0.14974722862243653 (-0.010098600387573237) | > avg_loss_disc: 2.3970273971557616 (-0.013893079757690607) | > avg_loss_disc_real_0: 0.19794668555259703 (+0.015946245193481423) | > avg_loss_disc_real_1: 0.2006579726934433 (-0.010363185405731196) | > avg_loss_disc_real_2: 0.21969031691551208 (-0.01616521179676056) | > avg_loss_disc_real_3: 0.2555577397346497 (+0.009440419077873241) | > avg_loss_disc_real_4: 0.24445924460887908 (+0.032129904627799966) | > avg_loss_disc_real_5: 0.2697666436433792 (+0.050142681598663336) | > avg_loss_0: 2.3970273971557616 (-0.013893079757690607) | > avg_loss_gen: 2.7418253898620604 (+0.22412700653076145) | > avg_loss_kl: 2.0195329189300537 (+0.01405768394470197) | > avg_loss_feat: 7.605401611328125 (-0.04134063720703196) | > avg_loss_mel: 14.037510108947753 (-1.1998571395874027) | > avg_loss_duration: 1.6421478033065795 (-0.0072845697402954546) | > avg_loss_1: 28.04641761779785 (-1.0102977752685547)  > EPOCH: 161/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 07:16:56)   --> TIME: 2025-02-21 07:17:20 -- STEP: 23/924 -- GLOBAL_STEP: 194650 | > loss_disc: 2.2259023189544678 (2.24086390370908) | > loss_disc_real_0: 0.13165222108364105 (0.13072092701559485) | > loss_disc_real_1: 0.18895186483860016 (0.1884456030700518) | > loss_disc_real_2: 0.1954016089439392 (0.20320073547570602) | > loss_disc_real_3: 0.23329894244670868 (0.2064865600803624) | > loss_disc_real_4: 0.17859356105327606 (0.2028083613385325) | > loss_disc_real_5: 0.19314002990722656 (0.20718708504801212) | > loss_0: 2.2259023189544678 (2.24086390370908) | > grad_norm_0: tensor(63.0651, device='cuda:0') (tensor(40.7161, device='cuda:0')) | > loss_gen: 2.8339474201202393 (2.713448576305224) | > loss_kl: 2.1792173385620117 (2.0845782704975293) | > loss_feat: 8.984596252441406 (8.37449770388396) | > loss_mel: 15.963018417358398 (14.873176657635232) | > loss_duration: 1.5904560089111328 (1.5892895719279414) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.55123519897461 (29.634990857995074) | > grad_norm_1: tensor(1175.3561, device='cuda:0') (tensor(813.4136, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.8669 (0.923460110374119) | > loader_time: 0.0104 (0.010740632596223251)  --> TIME: 2025-02-21 07:18:07 -- STEP: 73/924 -- GLOBAL_STEP: 194700 | > loss_disc: 2.1959357261657715 (2.236155340116319) | > loss_disc_real_0: 0.1598656326532364 (0.136638321084519) | > loss_disc_real_1: 0.20885397493839264 (0.18912401325898628) | > loss_disc_real_2: 0.2195793092250824 (0.20251266944081814) | > loss_disc_real_3: 0.17314796149730682 (0.20382530538186636) | > loss_disc_real_4: 0.1904737800359726 (0.20676863989601396) | > loss_disc_real_5: 0.19266271591186523 (0.20216305533500567) | > loss_0: 2.1959357261657715 (2.236155340116319) | > grad_norm_0: tensor(55.7470, device='cuda:0') (tensor(50.0342, device='cuda:0')) | > loss_gen: 2.7347960472106934 (2.766026980256381) | > loss_kl: 2.082442283630371 (2.1263253149920947) | > loss_feat: 7.944011211395264 (8.419147073406064) | > loss_mel: 15.626091003417969 (14.919871356389294) | > loss_duration: 1.6220669746398926 (1.5955746500459436) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.00940704345703 (29.826945370190764) | > grad_norm_1: tensor(583.5954, device='cuda:0') (tensor(795.5818, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.9063 (0.9244701535734412) | > loader_time: 0.0106 (0.011111765691678818)  --> TIME: 2025-02-21 07:18:54 -- STEP: 123/924 -- GLOBAL_STEP: 194750 | > loss_disc: 2.20959210395813 (2.233503729347292) | > loss_disc_real_0: 0.11850202083587646 (0.13382476271410298) | > loss_disc_real_1: 0.17733119428157806 (0.18909076074274572) | > loss_disc_real_2: 0.21738645434379578 (0.20191591578285867) | > loss_disc_real_3: 0.20599806308746338 (0.20463468013255576) | > loss_disc_real_4: 0.1905059665441513 (0.20577922305925106) | > loss_disc_real_5: 0.16654543578624725 (0.2035807801213691) | > loss_0: 2.20959210395813 (2.233503729347292) | > grad_norm_0: tensor(27.5219, device='cuda:0') (tensor(47.6786, device='cuda:0')) | > loss_gen: 2.7255403995513916 (2.7499561445499823) | > loss_kl: 2.047748565673828 (2.1229023448820046) | > loss_feat: 8.653179168701172 (8.415501679831408) | > loss_mel: 16.004018783569336 (14.939321897863373) | > loss_duration: 1.5547075271606445 (1.5946995048988155) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.98519515991211 (29.822381632114812) | > grad_norm_1: tensor(791.4988, device='cuda:0') (tensor(749.1974, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.929 (0.9215511267747336) | > loader_time: 0.0105 (0.011150833067855215)  --> TIME: 2025-02-21 07:19:41 -- STEP: 173/924 -- GLOBAL_STEP: 194800 | > loss_disc: 2.2101032733917236 (2.2290113799144775) | > loss_disc_real_0: 0.1317308396100998 (0.13279963807994238) | > loss_disc_real_1: 0.1700214296579361 (0.1883725866761511) | > loss_disc_real_2: 0.2235817015171051 (0.20175775205124322) | > loss_disc_real_3: 0.19360460340976715 (0.20452847465269827) | > loss_disc_real_4: 0.18535146117210388 (0.20589559159182397) | > loss_disc_real_5: 0.2032759040594101 (0.2031265852940565) | > loss_0: 2.2101032733917236 (2.2290113799144775) | > grad_norm_0: tensor(52.6016, device='cuda:0') (tensor(49.8131, device='cuda:0')) | > loss_gen: 2.8971383571624756 (2.76874995645071) | > loss_kl: 2.1096622943878174 (2.108433954977575) | > loss_feat: 9.295753479003906 (8.458776454705031) | > loss_mel: 15.557878494262695 (14.997607335878934) | > loss_duration: 1.5830159187316895 (1.5946997996699603) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.443449020385742 (29.928267506505712) | > grad_norm_1: tensor(964.0980, device='cuda:0') (tensor(776.0998, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.893 (0.9250699233457532) | > loader_time: 0.0099 (0.011082508660465309)  --> TIME: 2025-02-21 07:20:28 -- STEP: 223/924 -- GLOBAL_STEP: 194850 | > loss_disc: 2.127530813217163 (2.2256411843235724) | > loss_disc_real_0: 0.08542677015066147 (0.1314869178417286) | > loss_disc_real_1: 0.18727003037929535 (0.18865800752500783) | > loss_disc_real_2: 0.19457702338695526 (0.20128183988979578) | > loss_disc_real_3: 0.15920612215995789 (0.20447042631194196) | > loss_disc_real_4: 0.18349531292915344 (0.2060968677425598) | > loss_disc_real_5: 0.1590801328420639 (0.20249457517012354) | > loss_0: 2.127530813217163 (2.2256411843235724) | > grad_norm_0: tensor(62.4639, device='cuda:0') (tensor(50.8067, device='cuda:0')) | > loss_gen: 2.709615468978882 (2.7763760100565684) | > loss_kl: 2.0416336059570312 (2.1008817978504006) | > loss_feat: 8.5473051071167 (8.471454872678745) | > loss_mel: 15.473674774169922 (14.990660496356776) | > loss_duration: 1.6021573543548584 (1.5948136537064352) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.374387741088867 (29.93418685844661) | > grad_norm_1: tensor(1031.0859, device='cuda:0') (tensor(790.3265, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.9064 (0.9244378938803224) | > loader_time: 0.0101 (0.011019983633751292)  --> TIME: 2025-02-21 07:21:15 -- STEP: 273/924 -- GLOBAL_STEP: 194900 | > loss_disc: 2.456559419631958 (2.227424344737015) | > loss_disc_real_0: 0.11439255625009537 (0.131815918731493) | > loss_disc_real_1: 0.20168893039226532 (0.18924890071044476) | > loss_disc_real_2: 0.22056877613067627 (0.20160007258474608) | > loss_disc_real_3: 0.21665167808532715 (0.20464667006508333) | > loss_disc_real_4: 0.18769723176956177 (0.20596055331684288) | > loss_disc_real_5: 0.1934133619070053 (0.20188972632308583) | > loss_0: 2.456559419631958 (2.227424344737015) | > grad_norm_0: tensor(15.2590, device='cuda:0') (tensor(51.0952, device='cuda:0')) | > loss_gen: 2.4628195762634277 (2.7815121984307147) | > loss_kl: 2.2269716262817383 (2.10015549284198) | > loss_feat: 7.848138332366943 (8.469572647150619) | > loss_mel: 14.63990306854248 (14.975057029025459) | > loss_duration: 1.6251461505889893 (1.5955309784892715) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.802978515625 (29.921828385237813) | > grad_norm_1: tensor(330.1741, device='cuda:0') (tensor(802.3367, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.9146 (0.9232403542095925) | > loader_time: 0.0108 (0.010983514261769724)  --> TIME: 2025-02-21 07:22:02 -- STEP: 323/924 -- GLOBAL_STEP: 194950 | > loss_disc: 2.3785805702209473 (2.2266233801472675) | > loss_disc_real_0: 0.11733797192573547 (0.1324200356730921) | > loss_disc_real_1: 0.19425714015960693 (0.1893894826941446) | > loss_disc_real_2: 0.2080662101507187 (0.20139626106795142) | > loss_disc_real_3: 0.20959769189357758 (0.20436955928433417) | > loss_disc_real_4: 0.2037036418914795 (0.2054395443607041) | > loss_disc_real_5: 0.19753143191337585 (0.20226156024187342) | > loss_0: 2.3785805702209473 (2.2266233801472675) | > grad_norm_0: tensor(58.1435, device='cuda:0') (tensor(51.2961, device='cuda:0')) | > loss_gen: 2.6010632514953613 (2.7838101741330163) | > loss_kl: 2.0721728801727295 (2.1000594402614405) | > loss_feat: 7.779757976531982 (8.47535364546643) | > loss_mel: 13.48636245727539 (14.98335374471942) | > loss_duration: 1.6342202425003052 (1.5948444722975748) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.573575973510742 (29.93742149164064) | > grad_norm_1: tensor(976.4940, device='cuda:0') (tensor(792.9387, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.9361 (0.9239213496169808) | > loader_time: 0.0115 (0.010990928201114426)  --> TIME: 2025-02-21 07:22:49 -- STEP: 373/924 -- GLOBAL_STEP: 195000 | > loss_disc: 2.2327895164489746 (2.228631906151452) | > loss_disc_real_0: 0.10722119361162186 (0.1314798108034895) | > loss_disc_real_1: 0.18244124948978424 (0.18962028930238362) | > loss_disc_real_2: 0.21228505671024323 (0.20184795834104113) | > loss_disc_real_3: 0.23445136845111847 (0.20481529799926693) | > loss_disc_real_4: 0.216228649020195 (0.20578171168990814) | > loss_disc_real_5: 0.2146257609128952 (0.20306518458169523) | > loss_0: 2.2327895164489746 (2.228631906151452) | > grad_norm_0: tensor(49.5149, device='cuda:0') (tensor(51.0755, device='cuda:0')) | > loss_gen: 2.770080089569092 (2.7806921260925748) | > loss_kl: 2.2524211406707764 (2.101879762900102) | > loss_feat: 8.575406074523926 (8.46204188426123) | > loss_mel: 14.999120712280273 (14.97916566782279) | > loss_duration: 1.5360604524612427 (1.5952009154388802) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.133089065551758 (29.918980391351532) | > grad_norm_1: tensor(1201.1185, device='cuda:0') (tensor(800.3504, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.9024 (0.9239001293284643) | > loader_time: 0.0097 (0.01099803300709251) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_195000.pth  --> TIME: 2025-02-21 07:23:39 -- STEP: 423/924 -- GLOBAL_STEP: 195050 | > loss_disc: 2.29512882232666 (2.229879838636864) | > loss_disc_real_0: 0.10163033753633499 (0.13173373084048576) | > loss_disc_real_1: 0.20871007442474365 (0.18931014860493636) | > loss_disc_real_2: 0.21342357993125916 (0.20192622824904485) | > loss_disc_real_3: 0.21251840889453888 (0.2045348776640903) | > loss_disc_real_4: 0.23201991617679596 (0.2059265189841566) | > loss_disc_real_5: 0.2119712382555008 (0.20334249523514553) | > loss_0: 2.29512882232666 (2.229879838636864) | > grad_norm_0: tensor(29.7190, device='cuda:0') (tensor(51.2073, device='cuda:0')) | > loss_gen: 2.5841147899627686 (2.776070869278961) | > loss_kl: 2.005467176437378 (2.109383804014673) | > loss_feat: 7.3459601402282715 (8.448806990404789) | > loss_mel: 13.00146198272705 (14.956295148700686) | > loss_duration: 1.6602857112884521 (1.5949751817870088) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.5972900390625 (29.885532027440714) | > grad_norm_1: tensor(542.6121, device='cuda:0') (tensor(800.1628, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.9267 (0.9250805789415436) | > loader_time: 0.0119 (0.011032108437648616)  --> TIME: 2025-02-21 07:24:26 -- STEP: 473/924 -- GLOBAL_STEP: 195100 | > loss_disc: 2.1861572265625 (2.232169390228789) | > loss_disc_real_0: 0.2670920193195343 (0.13270781517627378) | > loss_disc_real_1: 0.1703386753797531 (0.18963795768030098) | > loss_disc_real_2: 0.17438046634197235 (0.20227302393499944) | > loss_disc_real_3: 0.17753589153289795 (0.20470413187593534) | > loss_disc_real_4: 0.17693407833576202 (0.2059076501186504) | > loss_disc_real_5: 0.1845054179430008 (0.20316955692924354) | > loss_0: 2.1861572265625 (2.232169390228789) | > grad_norm_0: tensor(69.0585, device='cuda:0') (tensor(51.2785, device='cuda:0')) | > loss_gen: 2.9679534435272217 (2.777590631178516) | > loss_kl: 2.29072904586792 (2.1104138681298847) | > loss_feat: 9.217896461486816 (8.450258622965904) | > loss_mel: 15.693075180053711 (14.963249567447203) | > loss_duration: 1.5973267555236816 (1.5948913566153855) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.766979217529297 (29.896404129254137) | > grad_norm_1: tensor(773.5093, device='cuda:0') (tensor(802.6967, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.9322 (0.9253366779827417) | > loader_time: 0.0108 (0.01106821558188182)  --> TIME: 2025-02-21 07:25:13 -- STEP: 523/924 -- GLOBAL_STEP: 195150 | > loss_disc: 2.1073079109191895 (2.2299950920600975) | > loss_disc_real_0: 0.10159143805503845 (0.13151307258021314) | > loss_disc_real_1: 0.167398139834404 (0.1894627843144747) | > loss_disc_real_2: 0.16653983294963837 (0.20198614724393557) | > loss_disc_real_3: 0.1786128282546997 (0.2048181016176198) | > loss_disc_real_4: 0.15846793353557587 (0.20561149417214364) | > loss_disc_real_5: 0.21650949120521545 (0.20335443605656378) | > loss_0: 2.1073079109191895 (2.2299950920600975) | > grad_norm_0: tensor(22.8739, device='cuda:0') (tensor(50.9340, device='cuda:0')) | > loss_gen: 2.8509421348571777 (2.778418760226741) | > loss_kl: 2.166147232055664 (2.1114865910710616) | > loss_feat: 9.083122253417969 (8.460461074034068) | > loss_mel: 15.971131324768066 (14.98132838437024) | > loss_duration: 1.6285600662231445 (1.5949707986291923) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.699905395507812 (29.926665683549402) | > grad_norm_1: tensor(1022.7982, device='cuda:0') (tensor(798.6508, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.9252 (0.9250368575065132) | > loader_time: 0.0108 (0.011076547903494896)  --> TIME: 2025-02-21 07:26:00 -- STEP: 573/924 -- GLOBAL_STEP: 195200 | > loss_disc: 2.3903775215148926 (2.2287913159342145) | > loss_disc_real_0: 0.13010390102863312 (0.13112718645112686) | > loss_disc_real_1: 0.18986934423446655 (0.1894129122791074) | > loss_disc_real_2: 0.18137367069721222 (0.2016814014050349) | > loss_disc_real_3: 0.19788898527622223 (0.2047085180540567) | > loss_disc_real_4: 0.20698416233062744 (0.20564442514124973) | > loss_disc_real_5: 0.2160232663154602 (0.20330081500412064) | > loss_0: 2.3903775215148926 (2.2287913159342145) | > grad_norm_0: tensor(23.9464, device='cuda:0') (tensor(50.8352, device='cuda:0')) | > loss_gen: 2.4561781883239746 (2.7773052048308657) | > loss_kl: 1.8579943180084229 (2.110963629802483) | > loss_feat: 6.618638515472412 (8.459965005178933) | > loss_mel: 13.019824981689453 (14.967588482934975) | > loss_duration: 1.6076529026031494 (1.5949004817799544) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.56028938293457 (29.910722872349606) | > grad_norm_1: tensor(805.1204, device='cuda:0') (tensor(797.3723, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.9386 (0.9252569296805234) | > loader_time: 0.0139 (0.011111282761392371)  --> TIME: 2025-02-21 07:26:47 -- STEP: 623/924 -- GLOBAL_STEP: 195250 | > loss_disc: 2.181396245956421 (2.2284823623553147) | > loss_disc_real_0: 0.09040114283561707 (0.13094919509169192) | > loss_disc_real_1: 0.1748504936695099 (0.18931432405597332) | > loss_disc_real_2: 0.17787878215312958 (0.20165723411554706) | > loss_disc_real_3: 0.21035932004451752 (0.20480591924577032) | > loss_disc_real_4: 0.19243223965168 (0.20546769043415747) | > loss_disc_real_5: 0.19758573174476624 (0.20354943706939524) | > loss_0: 2.181396245956421 (2.2284823623553147) | > grad_norm_0: tensor(41.8668, device='cuda:0') (tensor(50.8865, device='cuda:0')) | > loss_gen: 2.6762876510620117 (2.777935485395916) | > loss_kl: 2.225679874420166 (2.1137540788175966) | > loss_feat: 8.889540672302246 (8.46362676513329) | > loss_mel: 14.467244148254395 (14.966477706382593) | > loss_duration: 1.5974445343017578 (1.5947952377662227) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.856199264526367 (29.916589326690136) | > grad_norm_1: tensor(544.2439, device='cuda:0') (tensor(799.9715, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.8983 (0.9248456610531145) | > loader_time: 0.0096 (0.011094178663593614)  --> TIME: 2025-02-21 07:27:33 -- STEP: 673/924 -- GLOBAL_STEP: 195300 | > loss_disc: 2.156466484069824 (2.2288728890411926) | > loss_disc_real_0: 0.11201715469360352 (0.13172599238746233) | > loss_disc_real_1: 0.18958920240402222 (0.1893924493093548) | > loss_disc_real_2: 0.19557876884937286 (0.20174145226935575) | > loss_disc_real_3: 0.21351654827594757 (0.2048269394691064) | > loss_disc_real_4: 0.21598100662231445 (0.2053553821383402) | > loss_disc_real_5: 0.22753916680812836 (0.20337845987320638) | > loss_0: 2.156466484069824 (2.2288728890411926) | > grad_norm_0: tensor(45.8737, device='cuda:0') (tensor(51.0414, device='cuda:0')) | > loss_gen: 2.608734130859375 (2.7814044583959685) | > loss_kl: 2.258819341659546 (2.1132876137921914) | > loss_feat: 8.401941299438477 (8.466596505617138) | > loss_mel: 15.413049697875977 (14.959506594585628) | > loss_duration: 1.5964410305023193 (1.5943226392697791) | > amp_scaler: 128.0 (128.95096582466564) | > loss_1: 30.27898597717285 (29.915117873125233) | > grad_norm_1: tensor(781.1718, device='cuda:0') (tensor(801.0876, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.8681 (0.9244161133957479) | > loader_time: 0.0083 (0.011083200108951835)  --> TIME: 2025-02-21 07:28:21 -- STEP: 723/924 -- GLOBAL_STEP: 195350 | > loss_disc: 2.159447193145752 (2.2300542792508855) | > loss_disc_real_0: 0.08803384751081467 (0.1312485975245552) | > loss_disc_real_1: 0.17678435146808624 (0.18961198098267104) | > loss_disc_real_2: 0.19364556670188904 (0.20202482768938584) | > loss_disc_real_3: 0.19572798907756805 (0.20474186368585448) | > loss_disc_real_4: 0.19993481040000916 (0.20554301163302754) | > loss_disc_real_5: 0.2056666910648346 (0.20341030837012178) | > loss_0: 2.159447193145752 (2.2300542792508855) | > grad_norm_0: tensor(34.3741, device='cuda:0') (tensor(50.5135, device='cuda:0')) | > loss_gen: 2.8389835357666016 (2.7794942789882375) | > loss_kl: 2.058098793029785 (2.113175289429734) | > loss_feat: 8.613656997680664 (8.464698706425073) | > loss_mel: 14.370806694030762 (14.96753901828539) | > loss_duration: 1.535793662071228 (1.5943319225377233) | > amp_scaler: 128.0 (128.88520055325031) | > loss_1: 29.417339324951172 (29.91923926842823) | > grad_norm_1: tensor(908.4082, device='cuda:0') (tensor(792.9507, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.9857 (0.9246807256674868) | > loader_time: 0.0142 (0.011093718712095732)  --> TIME: 2025-02-21 07:29:08 -- STEP: 773/924 -- GLOBAL_STEP: 195400 | > loss_disc: 2.3123011589050293 (2.2292501096737807) | > loss_disc_real_0: 0.0724555253982544 (0.13110319578979174) | > loss_disc_real_1: 0.17755287885665894 (0.18946584768082478) | > loss_disc_real_2: 0.20206965506076813 (0.2019687636356613) | > loss_disc_real_3: 0.1781480759382248 (0.20466859399655496) | > loss_disc_real_4: 0.20734357833862305 (0.20549533210627327) | > loss_disc_real_5: 0.1996311992406845 (0.203520611930942) | > loss_0: 2.3123011589050293 (2.2292501096737807) | > grad_norm_0: tensor(39.4089, device='cuda:0') (tensor(50.5635, device='cuda:0')) | > loss_gen: 2.664522409439087 (2.7793611795442676) | > loss_kl: 1.9734561443328857 (2.115035294561152) | > loss_feat: 8.50972843170166 (8.471573314568051) | > loss_mel: 15.236303329467773 (14.978351903917872) | > loss_duration: 1.609224557876587 (1.5948368767408936) | > amp_scaler: 128.0 (128.82794307891334) | > loss_1: 29.993234634399414 (29.93915861605981) | > grad_norm_1: tensor(1011.7452, device='cuda:0') (tensor(793.0886, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.9477 (0.9249792712780363) | > loader_time: 0.0115 (0.011113806190342674)  --> TIME: 2025-02-21 07:29:54 -- STEP: 823/924 -- GLOBAL_STEP: 195450 | > loss_disc: 2.1622068881988525 (2.2290908108360146) | > loss_disc_real_0: 0.1378605216741562 (0.1310751872139452) | > loss_disc_real_1: 0.1899385005235672 (0.189554512500763) | > loss_disc_real_2: 0.17765359580516815 (0.2020062391950612) | > loss_disc_real_3: 0.2158120572566986 (0.20458960352083017) | > loss_disc_real_4: 0.18567314743995667 (0.20534552293371322) | > loss_disc_real_5: 0.17636863887310028 (0.20354936430332568) | > loss_0: 2.1622068881988525 (2.2290908108360146) | > grad_norm_0: tensor(53.7970, device='cuda:0') (tensor(50.4813, device='cuda:0')) | > loss_gen: 2.8245673179626465 (2.779031351154368) | > loss_kl: 2.1225223541259766 (2.117341520864506) | > loss_feat: 8.928258895874023 (8.470116034747619) | > loss_mel: 15.287416458129883 (14.973921111838061) | > loss_duration: 1.569772720336914 (1.5945040630685892) | > amp_scaler: 128.0 (128.77764277035243) | > loss_1: 30.7325382232666 (29.934914124258235) | > grad_norm_1: tensor(940.3881, device='cuda:0') (tensor(792.1891, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.9182 (0.9243907198436643) | > loader_time: 0.0106 (0.011110670511516882)  --> TIME: 2025-02-21 07:30:41 -- STEP: 873/924 -- GLOBAL_STEP: 195500 | > loss_disc: 2.2217116355895996 (2.230176011038539) | > loss_disc_real_0: 0.10416893661022186 (0.1311004640873766) | > loss_disc_real_1: 0.15814641118049622 (0.18960775257454165) | > loss_disc_real_2: 0.21263279020786285 (0.20213003888436062) | > loss_disc_real_3: 0.2285904884338379 (0.20482545169358393) | > loss_disc_real_4: 0.2208891212940216 (0.20556350799975123) | > loss_disc_real_5: 0.24449120461940765 (0.2035762376460285) | > loss_0: 2.2217116355895996 (2.230176011038539) | > grad_norm_0: tensor(78.9470, device='cuda:0') (tensor(50.6928, device='cuda:0')) | > loss_gen: 2.7794594764709473 (2.7795629140847318) | > loss_kl: 1.9745380878448486 (2.1169264525482365) | > loss_feat: 9.040679931640625 (8.470532652711814) | > loss_mel: 16.6101131439209 (14.981616997909983) | > loss_duration: 1.5995314121246338 (1.5946473448546892) | > amp_scaler: 128.0 (128.73310423825896) | > loss_1: 32.00432205200195 (29.94328639979761) | > grad_norm_1: tensor(920.8062, device='cuda:0') (tensor(794.0326, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.9127 (0.9237715097364011) | > loader_time: 0.0141 (0.011114052753950995)  --> TIME: 2025-02-21 07:31:27 -- STEP: 923/924 -- GLOBAL_STEP: 195550 | > loss_disc: 2.151801347732544 (2.229722475566432) | > loss_disc_real_0: 0.1819210797548294 (0.13099879231848804) | > loss_disc_real_1: 0.19212237000465393 (0.18951800762638374) | > loss_disc_real_2: 0.15000499784946442 (0.2020814170170967) | > loss_disc_real_3: 0.21228328347206116 (0.20497719265464062) | > loss_disc_real_4: 0.1961796134710312 (0.20537546871155346) | > loss_disc_real_5: 0.24281777441501617 (0.2035065684164848) | > loss_0: 2.151801347732544 (2.229722475566432) | > grad_norm_0: tensor(69.6642, device='cuda:0') (tensor(50.7877, device='cuda:0')) | > loss_gen: 3.1560778617858887 (2.7819790775571835) | > loss_kl: 2.096216917037964 (2.116865988929767) | > loss_feat: 10.077265739440918 (8.480288446143282) | > loss_mel: 16.450496673583984 (15.008224208331702) | > loss_duration: 1.5834254026412964 (1.594384169139428) | > amp_scaler: 128.0 (128.69339111592654) | > loss_1: 33.36348342895508 (29.9817419393091) | > grad_norm_1: tensor(1052.8479, device='cuda:0') (tensor(795.8271, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.8158 (0.922657917535189) | > loader_time: 0.0079 (0.011093908115688667)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.485816717147827 (2.485816717147827) | > loss_disc_real_0: 0.26326537132263184 (0.26326537132263184) | > loss_disc_real_1: 0.2672500014305115 (0.2672500014305115) | > loss_disc_real_2: 0.210407555103302 (0.210407555103302) | > loss_disc_real_3: 0.22646966576576233 (0.22646966576576233) | > loss_disc_real_4: 0.22416824102401733 (0.22416824102401733) | > loss_disc_real_5: 0.20598727464675903 (0.20598727464675903) | > loss_0: 2.485816717147827 (2.485816717147827) | > loss_gen: 2.7085940837860107 (2.7085940837860107) | > loss_kl: 2.11989688873291 (2.11989688873291) | > loss_feat: 7.589418411254883 (7.589418411254883) | > loss_mel: 15.051973342895508 (15.051973342895508) | > loss_duration: 1.6894454956054688 (1.6894454956054688) | > loss_1: 29.159326553344727 (29.159326553344727)  --> STEP: 1 | > loss_disc: 2.448763847351074 (2.448763847351074) | > loss_disc_real_0: 0.2669450640678406 (0.2669450640678406) | > loss_disc_real_1: 0.26727843284606934 (0.26727843284606934) | > loss_disc_real_2: 0.22069308161735535 (0.22069308161735535) | > loss_disc_real_3: 0.1849435567855835 (0.1849435567855835) | > loss_disc_real_4: 0.23944050073623657 (0.23944050073623657) | > loss_disc_real_5: 0.18723198771476746 (0.18723198771476746) | > loss_0: 2.448763847351074 (2.448763847351074) | > loss_gen: 2.7502987384796143 (2.7502987384796143) | > loss_kl: 2.0816636085510254 (2.0816636085510254) | > loss_feat: 7.315263271331787 (7.315263271331787) | > loss_mel: 14.707623481750488 (14.707623481750488) | > loss_duration: 1.6840733289718628 (1.6840733289718628) | > loss_1: 28.538921356201172 (28.538921356201172)  --> STEP: 2 | > loss_disc: 2.4535746574401855 (2.45116925239563) | > loss_disc_real_0: 0.24891448020935059 (0.2579297721385956) | > loss_disc_real_1: 0.24912220239639282 (0.2582003176212311) | > loss_disc_real_2: 0.21840223670005798 (0.21954765915870667) | > loss_disc_real_3: 0.20257174968719482 (0.19375765323638916) | > loss_disc_real_4: 0.2789648771286011 (0.2592026889324188) | > loss_disc_real_5: 0.20483443140983582 (0.19603320956230164) | > loss_0: 2.4535746574401855 (2.45116925239563) | > loss_gen: 2.77597713470459 (2.763137936592102) | > loss_kl: 2.090196132659912 (2.0859298706054688) | > loss_feat: 7.669422626495361 (7.492342948913574) | > loss_mel: 13.977330207824707 (14.342476844787598) | > loss_duration: 1.5956230163574219 (1.6398481726646423) | > loss_1: 28.108551025390625 (28.3237361907959)  --> STEP: 3 | > loss_disc: 2.3988564014434814 (2.4337316354115806) | > loss_disc_real_0: 0.2065182328224182 (0.24079259236653647) | > loss_disc_real_1: 0.23757696151733398 (0.2513258655865987) | > loss_disc_real_2: 0.22770678997039795 (0.22226736942927042) | > loss_disc_real_3: 0.19621330499649048 (0.1945762038230896) | > loss_disc_real_4: 0.24564231932163239 (0.25468256572882336) | > loss_disc_real_5: 0.1832355260848999 (0.19176731506983438) | > loss_0: 2.3988564014434814 (2.4337316354115806) | > loss_gen: 2.7095863819122314 (2.7452874183654785) | > loss_kl: 2.090482473373413 (2.08744740486145) | > loss_feat: 7.75006103515625 (7.578248977661133) | > loss_mel: 14.25277328491211 (14.312575658162435) | > loss_duration: 1.6722887754440308 (1.6506617069244385) | > loss_1: 28.47519302368164 (28.374221801757812)  --> STEP: 4 | > loss_disc: 2.5150063037872314 (2.454050302505493) | > loss_disc_real_0: 0.24311316013336182 (0.2413727343082428) | > loss_disc_real_1: 0.26991006731987 (0.25597191601991653) | > loss_disc_real_2: 0.22462405264377594 (0.2228565402328968) | > loss_disc_real_3: 0.20880553126335144 (0.19813353568315506) | > loss_disc_real_4: 0.27949804067611694 (0.26088643446564674) | > loss_disc_real_5: 0.2153800129890442 (0.19767048954963684) | > loss_0: 2.5150063037872314 (2.454050302505493) | > loss_gen: 2.6932225227355957 (2.732271194458008) | > loss_kl: 1.9900989532470703 (2.0631102919578552) | > loss_feat: 6.731286525726318 (7.366508364677429) | > loss_mel: 12.768641471862793 (13.926592111587524) | > loss_duration: 1.7645783424377441 (1.679140865802765) | > loss_1: 25.94782829284668 (27.76762342453003)  --> STEP: 5 | > loss_disc: 2.604282855987549 (2.484096813201904) | > loss_disc_real_0: 0.23740287125110626 (0.2405787616968155) | > loss_disc_real_1: 0.2536434233188629 (0.2555062174797058) | > loss_disc_real_2: 0.19869937002658844 (0.21802510619163512) | > loss_disc_real_3: 0.307738721370697 (0.22005457282066346) | > loss_disc_real_4: 0.36240723729133606 (0.2811905950307846) | > loss_disc_real_5: 0.23545335233211517 (0.2052270621061325) | > loss_0: 2.604282855987549 (2.484096813201904) | > loss_gen: 2.831145763397217 (2.7520461082458496) | > loss_kl: 2.134493589401245 (2.0773869514465333) | > loss_feat: 6.994743824005127 (7.292155456542969) | > loss_mel: 15.580924987792969 (14.257458686828613) | > loss_duration: 1.5207951068878174 (1.6474717140197754) | > loss_1: 29.062105178833008 (28.026519775390625) --> EVAL PERFORMANCE | > avg_loader_time: 0.16094470024108887 (+0.011197471618652338) | > avg_loss_disc: 2.484096813201904 (+0.08706941604614249) | > avg_loss_disc_real_0: 0.2405787616968155 (+0.04263207614421846) | > avg_loss_disc_real_1: 0.2555062174797058 (+0.05484824478626252) | > avg_loss_disc_real_2: 0.21802510619163512 (-0.0016652107238769587) | > avg_loss_disc_real_3: 0.22005457282066346 (-0.03550316691398622) | > avg_loss_disc_real_4: 0.2811905950307846 (+0.036731350421905506) | > avg_loss_disc_real_5: 0.2052270621061325 (-0.0645395815372467) | > avg_loss_0: 2.484096813201904 (+0.08706941604614249) | > avg_loss_gen: 2.7520461082458496 (+0.01022071838378924) | > avg_loss_kl: 2.0773869514465333 (+0.05785403251647958) | > avg_loss_feat: 7.292155456542969 (-0.3132461547851557) | > avg_loss_mel: 14.257458686828613 (+0.21994857788086009) | > avg_loss_duration: 1.6474717140197754 (+0.005323910713195934) | > avg_loss_1: 28.026519775390625 (-0.01989784240722514)  > EPOCH: 162/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 07:31:36)   --> TIME: 2025-02-21 07:32:24 -- STEP: 49/924 -- GLOBAL_STEP: 195600 | > loss_disc: 2.2830512523651123 (2.2553779397691995) | > loss_disc_real_0: 0.1645478755235672 (0.13182479872995492) | > loss_disc_real_1: 0.18892693519592285 (0.1876469239288447) | > loss_disc_real_2: 0.18631945550441742 (0.20542842423429294) | > loss_disc_real_3: 0.16401906311511993 (0.2062008253165654) | > loss_disc_real_4: 0.23935365676879883 (0.20862093598258738) | > loss_disc_real_5: 0.2205229550600052 (0.20757602459313917) | > loss_0: 2.2830512523651123 (2.2553779397691995) | > grad_norm_0: tensor(19.2447, device='cuda:0') (tensor(44.8891, device='cuda:0')) | > loss_gen: 2.595625638961792 (2.7638173930499015) | > loss_kl: 2.0967164039611816 (2.1103379142527685) | > loss_feat: 8.211532592773438 (8.454567257238892) | > loss_mel: 14.027273178100586 (15.09279083719059) | > loss_duration: 1.645418643951416 (1.5977434528117278) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.57656478881836 (30.019256981051697) | > grad_norm_1: tensor(114.5568, device='cuda:0') (tensor(712.6150, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.9274 (0.9212295376524633) | > loader_time: 0.0112 (0.010788567212163183)  --> TIME: 2025-02-21 07:33:12 -- STEP: 99/924 -- GLOBAL_STEP: 195650 | > loss_disc: 2.2081329822540283 (2.228959205174687) | > loss_disc_real_0: 0.07706989347934723 (0.13096957006538765) | > loss_disc_real_1: 0.18558505177497864 (0.1862806927676152) | > loss_disc_real_2: 0.22874824702739716 (0.20375236161429472) | > loss_disc_real_3: 0.18840670585632324 (0.20520797537432778) | > loss_disc_real_4: 0.19395938515663147 (0.20475183306920408) | > loss_disc_real_5: 0.20922181010246277 (0.20411199256025178) | > loss_0: 2.2081329822540283 (2.228959205174687) | > grad_norm_0: tensor(52.4621, device='cuda:0') (tensor(47.3179, device='cuda:0')) | > loss_gen: 2.7045679092407227 (2.7842804205538045) | > loss_kl: 2.1805031299591064 (2.1227977299931076) | > loss_feat: 9.229520797729492 (8.528511659063476) | > loss_mel: 15.562788009643555 (15.08541017590147) | > loss_duration: 1.5965688228607178 (1.5961673488520614) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.273948669433594 (30.11716736687554) | > grad_norm_1: tensor(767.8661, device='cuda:0') (tensor(777.0264, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.8582 (0.9269694439088455) | > loader_time: 0.0108 (0.010932893464059538)  --> TIME: 2025-02-21 07:33:59 -- STEP: 149/924 -- GLOBAL_STEP: 195700 | > loss_disc: 2.1914820671081543 (2.228549346827821) | > loss_disc_real_0: 0.11679094284772873 (0.12923997070565324) | > loss_disc_real_1: 0.18883083760738373 (0.18721550893063507) | > loss_disc_real_2: 0.17262053489685059 (0.20189271267228479) | > loss_disc_real_3: 0.2123502492904663 (0.2058723666923958) | > loss_disc_real_4: 0.22342337667942047 (0.20517895825757274) | > loss_disc_real_5: 0.19253137707710266 (0.20473443181722759) | > loss_0: 2.1914820671081543 (2.228549346827821) | > grad_norm_0: tensor(68.3768, device='cuda:0') (tensor(46.6319, device='cuda:0')) | > loss_gen: 2.751265287399292 (2.7748675762406934) | > loss_kl: 2.2516908645629883 (2.126448086444164) | > loss_feat: 8.294256210327148 (8.49344608447696) | > loss_mel: 14.209256172180176 (15.058162215572075) | > loss_duration: 1.5755119323730469 (1.596215518528983) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.081979751586914 (30.04913953486705) | > grad_norm_1: tensor(1129.1038, device='cuda:0') (tensor(777.0394, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.9742 (0.9249518637689168) | > loader_time: 0.0116 (0.01081794220329131)  --> TIME: 2025-02-21 07:34:46 -- STEP: 199/924 -- GLOBAL_STEP: 195750 | > loss_disc: 2.266342878341675 (2.2272490885988563) | > loss_disc_real_0: 0.08299986273050308 (0.1316718986098791) | > loss_disc_real_1: 0.18643514811992645 (0.18692984750222913) | > loss_disc_real_2: 0.20218612253665924 (0.20174863178226815) | > loss_disc_real_3: 0.2297261506319046 (0.20581149770386853) | > loss_disc_real_4: 0.21001486480236053 (0.20504338575068426) | > loss_disc_real_5: 0.20888270437717438 (0.2040323111130365) | > loss_0: 2.266342878341675 (2.2272490885988563) | > grad_norm_0: tensor(39.6860, device='cuda:0') (tensor(49.0883, device='cuda:0')) | > loss_gen: 2.5797863006591797 (2.7907683801411385) | > loss_kl: 2.076141595840454 (2.1169525049439635) | > loss_feat: 7.054315090179443 (8.520440686288186) | > loss_mel: 13.035401344299316 (15.051297230936175) | > loss_duration: 1.6571691036224365 (1.5933557646957475) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.402814865112305 (30.072814625112255) | > grad_norm_1: tensor(705.1968, device='cuda:0') (tensor(786.8781, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.9355 (0.9249229335305679) | > loader_time: 0.0111 (0.010816106844187977)  --> TIME: 2025-02-21 07:35:33 -- STEP: 249/924 -- GLOBAL_STEP: 195800 | > loss_disc: 2.3391506671905518 (2.2346621330483387) | > loss_disc_real_0: 0.1577497124671936 (0.1332488707659475) | > loss_disc_real_1: 0.20187118649482727 (0.1870722895166481) | > loss_disc_real_2: 0.20845507085323334 (0.20180955601025777) | > loss_disc_real_3: 0.18403173983097076 (0.20573998670501403) | > loss_disc_real_4: 0.19021472334861755 (0.20566606395933998) | > loss_disc_real_5: 0.21616458892822266 (0.20430475335762685) | > loss_0: 2.3391506671905518 (2.2346621330483387) | > grad_norm_0: tensor(26.4216, device='cuda:0') (tensor(48.6509, device='cuda:0')) | > loss_gen: 2.487067937850952 (2.7799147238214332) | > loss_kl: 2.234273672103882 (2.11559295414921) | > loss_feat: 7.001285552978516 (8.473557282643142) | > loss_mel: 13.778959274291992 (15.032630276967245) | > loss_duration: 1.6138209104537964 (1.5948266590455449) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.115407943725586 (29.996521961258118) | > grad_norm_1: tensor(581.5834, device='cuda:0') (tensor(755.8762, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.9147 (0.9255672870390865) | > loader_time: 0.0107 (0.010865845354685339)  --> TIME: 2025-02-21 07:36:20 -- STEP: 299/924 -- GLOBAL_STEP: 195850 | > loss_disc: 2.1979973316192627 (2.237600792610527) | > loss_disc_real_0: 0.14966489374637604 (0.13351858059648297) | > loss_disc_real_1: 0.21680948138237 (0.18760460729782397) | > loss_disc_real_2: 0.22113102674484253 (0.20209334307291038) | > loss_disc_real_3: 0.18925251066684723 (0.20568323853023873) | > loss_disc_real_4: 0.20190373063087463 (0.20589016442713526) | > loss_disc_real_5: 0.18555158376693726 (0.20434057413534978) | > loss_0: 2.1979973316192627 (2.237600792610527) | > grad_norm_0: tensor(61.7339, device='cuda:0') (tensor(46.1543, device='cuda:0')) | > loss_gen: 2.8354623317718506 (2.764946340318507) | > loss_kl: 2.1578891277313232 (2.113778325227592) | > loss_feat: 8.696991920471191 (8.430005156475561) | > loss_mel: 16.01903533935547 (14.98413297085459) | > loss_duration: 1.5999842882156372 (1.594554988436874) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.309364318847656 (29.887417847496213) | > grad_norm_1: tensor(845.0914, device='cuda:0') (tensor(734.6113, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.9162 (0.9256617799650465) | > loader_time: 0.0107 (0.010888043055964943)  --> TIME: 2025-02-21 07:37:07 -- STEP: 349/924 -- GLOBAL_STEP: 195900 | > loss_disc: 2.3360061645507812 (2.237799857953904) | > loss_disc_real_0: 0.1502893567085266 (0.13436407056826596) | > loss_disc_real_1: 0.18643496930599213 (0.1879259923894631) | > loss_disc_real_2: 0.2048763930797577 (0.20176596580911166) | > loss_disc_real_3: 0.20941892266273499 (0.2052805102230143) | > loss_disc_real_4: 0.22966159880161285 (0.20599015454166594) | > loss_disc_real_5: 0.24470090866088867 (0.20420408014069322) | > loss_0: 2.3360061645507812 (2.237799857953904) | > grad_norm_0: tensor(44.5105, device='cuda:0') (tensor(46.7727, device='cuda:0')) | > loss_gen: 2.7003607749938965 (2.7682675816609725) | > loss_kl: 2.077143669128418 (2.111330298776273) | > loss_feat: 8.35940170288086 (8.432653998235569) | > loss_mel: 15.6503324508667 (14.993347892105408) | > loss_duration: 1.6213223934173584 (1.5950865455206622) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.40856170654297 (29.900686378806913) | > grad_norm_1: tensor(238.3833, device='cuda:0') (tensor(733.6403, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.942 (0.9263475870334656) | > loader_time: 0.0118 (0.010958306085755959)  --> TIME: 2025-02-21 07:37:54 -- STEP: 399/924 -- GLOBAL_STEP: 195950 | > loss_disc: 2.2968220710754395 (2.235417676450021) | > loss_disc_real_0: 0.0831294059753418 (0.1331913685496142) | > loss_disc_real_1: 0.1765473484992981 (0.1879370543442872) | > loss_disc_real_2: 0.22039289772510529 (0.20168759481500567) | > loss_disc_real_3: 0.20926539599895477 (0.2055706303744089) | > loss_disc_real_4: 0.24070888757705688 (0.20573663285800387) | > loss_disc_real_5: 0.21257245540618896 (0.20437346141141166) | > loss_0: 2.2968220710754395 (2.235417676450021) | > grad_norm_0: tensor(60.4600, device='cuda:0') (tensor(46.8783, device='cuda:0')) | > loss_gen: 2.7221100330352783 (2.7704753457454205) | > loss_kl: 2.2748875617980957 (2.1142452850676445) | > loss_feat: 7.757272243499756 (8.437768830990127) | > loss_mel: 13.890620231628418 (14.980809151976928) | > loss_duration: 1.5712066888809204 (1.5951937517725436) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.216096878051758 (29.898492425904237) | > grad_norm_1: tensor(1116.6389, device='cuda:0') (tensor(743.9499, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.9149 (0.9260272358294416) | > loader_time: 0.011 (0.010973564664224028)  --> TIME: 2025-02-21 07:38:41 -- STEP: 449/924 -- GLOBAL_STEP: 196000 | > loss_disc: 2.3456740379333496 (2.2359662929462747) | > loss_disc_real_0: 0.14956600964069366 (0.13359390313681108) | > loss_disc_real_1: 0.19149751961231232 (0.18821902888389366) | > loss_disc_real_2: 0.2442997843027115 (0.20144153680063306) | > loss_disc_real_3: 0.21974751353263855 (0.20546058656643654) | > loss_disc_real_4: 0.23336046934127808 (0.20561153015208933) | > loss_disc_real_5: 0.25048330426216125 (0.20459805916837176) | > loss_0: 2.3456740379333496 (2.2359662929462747) | > grad_norm_0: tensor(51.5809, device='cuda:0') (tensor(47.6057, device='cuda:0')) | > loss_gen: 2.7183775901794434 (2.776956078735385) | > loss_kl: 2.3259639739990234 (2.1123645119783894) | > loss_feat: 7.950112819671631 (8.44949951150634) | > loss_mel: 14.556049346923828 (14.979060096570803) | > loss_duration: 1.5961189270019531 (1.5950601111541611) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.146623611450195 (29.912940358797) | > grad_norm_1: tensor(825.4289, device='cuda:0') (tensor(748.4767, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.915 (0.9261042254008268) | > loader_time: 0.0108 (0.011002192252993842) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_196000.pth  --> TIME: 2025-02-21 07:39:31 -- STEP: 499/924 -- GLOBAL_STEP: 196050 | > loss_disc: 2.2641258239746094 (2.2356468744889573) | > loss_disc_real_0: 0.16079755127429962 (0.1328459641856996) | > loss_disc_real_1: 0.206004798412323 (0.1883060617413454) | > loss_disc_real_2: 0.27187079191207886 (0.20148539343076147) | > loss_disc_real_3: 0.2330670952796936 (0.20563735270906308) | > loss_disc_real_4: 0.24410605430603027 (0.20577745820453502) | > loss_disc_real_5: 0.2255646139383316 (0.20490562124457776) | > loss_0: 2.2641258239746094 (2.2356468744889573) | > grad_norm_0: tensor(64.8767, device='cuda:0') (tensor(47.3772, device='cuda:0')) | > loss_gen: 2.9096317291259766 (2.772606594051292) | > loss_kl: 2.235750436782837 (2.110817131871929) | > loss_feat: 8.863621711730957 (8.441353381277318) | > loss_mel: 15.699130058288574 (14.975657354136985) | > loss_duration: 1.6201084852218628 (1.594826342586525) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.3282413482666 (29.895260858631325) | > grad_norm_1: tensor(1115.4231, device='cuda:0') (tensor(757.6478, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.9105 (0.9263541669788244) | > loader_time: 0.0133 (0.011029147432896793)  --> TIME: 2025-02-21 07:40:18 -- STEP: 549/924 -- GLOBAL_STEP: 196100 | > loss_disc: 2.227154016494751 (2.233915361333202) | > loss_disc_real_0: 0.1926312893629074 (0.13244427344973858) | > loss_disc_real_1: 0.18995775282382965 (0.18823514042764847) | > loss_disc_real_2: 0.1846899539232254 (0.2009638442313519) | > loss_disc_real_3: 0.15658269822597504 (0.20546392192606067) | > loss_disc_real_4: 0.14618240296840668 (0.2055186506068989) | > loss_disc_real_5: 0.18875885009765625 (0.20473768758860664) | > loss_0: 2.227154016494751 (2.233915361333202) | > grad_norm_0: tensor(99.9359, device='cuda:0') (tensor(48.2541, device='cuda:0')) | > loss_gen: 2.955329179763794 (2.7770126721463777) | > loss_kl: 2.212106704711914 (2.111257122948304) | > loss_feat: 9.15545654296875 (8.453807309677037) | > loss_mel: 16.16470718383789 (14.987517382929234) | > loss_duration: 1.5804249048233032 (1.5951312198447833) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.068023681640625 (29.924725753144923) | > grad_norm_1: tensor(1159.4435, device='cuda:0') (tensor(766.5991, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.93 (0.9260551299770892) | > loader_time: 0.0114 (0.011044176115581452)  --> TIME: 2025-02-21 07:41:05 -- STEP: 599/924 -- GLOBAL_STEP: 196150 | > loss_disc: 2.3857803344726562 (2.235324073713496) | > loss_disc_real_0: 0.1033456102013588 (0.13294229863556697) | > loss_disc_real_1: 0.17348481714725494 (0.18831105159598716) | > loss_disc_real_2: 0.17994225025177002 (0.20112805879474277) | > loss_disc_real_3: 0.18330548703670502 (0.20564622580010025) | > loss_disc_real_4: 0.18312130868434906 (0.2055802457967465) | > loss_disc_real_5: 0.19538448750972748 (0.20482224298140447) | > loss_0: 2.3857803344726562 (2.235324073713496) | > grad_norm_0: tensor(34.1047, device='cuda:0') (tensor(48.4828, device='cuda:0')) | > loss_gen: 2.291889190673828 (2.7755874831210794) | > loss_kl: 2.0039331912994385 (2.112179481923481) | > loss_feat: 7.441803932189941 (8.45341245001664) | > loss_mel: 13.191398620605469 (14.987599541627505) | > loss_duration: 1.5957039594650269 (1.594824180181118) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.52472686767578 (29.923603178861743) | > grad_norm_1: tensor(334.2866, device='cuda:0') (tensor(764.7008, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.9364 (0.9256763378646418) | > loader_time: 0.011 (0.01105428617665285)  --> TIME: 2025-02-21 07:41:52 -- STEP: 649/924 -- GLOBAL_STEP: 196200 | > loss_disc: 2.119647264480591 (2.233905765969879) | > loss_disc_real_0: 0.07187269628047943 (0.13273538152568157) | > loss_disc_real_1: 0.18648427724838257 (0.18810531914877046) | > loss_disc_real_2: 0.1868767887353897 (0.20116013332122268) | > loss_disc_real_3: 0.193536639213562 (0.20550507936161724) | > loss_disc_real_4: 0.19259023666381836 (0.2053796968584987) | > loss_disc_real_5: 0.15973880887031555 (0.20489476203275575) | > loss_0: 2.119647264480591 (2.233905765969879) | > grad_norm_0: tensor(40.1879, device='cuda:0') (tensor(48.3247, device='cuda:0')) | > loss_gen: 2.7555832862854004 (2.774353626880147) | > loss_kl: 2.1222522258758545 (2.1119486075152976) | > loss_feat: 9.232159614562988 (8.454528619034447) | > loss_mel: 15.741069793701172 (14.982740042205952) | > loss_duration: 1.5855222940444946 (1.5945707019561977) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.436586380004883 (29.918141639838783) | > grad_norm_1: tensor(572.7251, device='cuda:0') (tensor(769.9682, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.9404 (0.9254503224406662) | > loader_time: 0.0128 (0.011056397471846701)  --> TIME: 2025-02-21 07:42:39 -- STEP: 699/924 -- GLOBAL_STEP: 196250 | > loss_disc: 2.1879472732543945 (2.2324877046208567) | > loss_disc_real_0: 0.12666566669940948 (0.13211105335956835) | > loss_disc_real_1: 0.18408674001693726 (0.18810180076884267) | > loss_disc_real_2: 0.18726685643196106 (0.20115507525180018) | > loss_disc_real_3: 0.21671850979328156 (0.2056018153741124) | > loss_disc_real_4: 0.23472441732883453 (0.2054705837893384) | > loss_disc_real_5: 0.20947997272014618 (0.20462297468055818) | > loss_0: 2.1879472732543945 (2.2324877046208567) | > grad_norm_0: tensor(53.0153, device='cuda:0') (tensor(48.4132, device='cuda:0')) | > loss_gen: 2.8661766052246094 (2.7759893534009588) | > loss_kl: 2.2727410793304443 (2.1123314105048863) | > loss_feat: 8.758807182312012 (8.462023660689809) | > loss_mel: 16.52910041809082 (14.986194295432947) | > loss_duration: 1.5501552820205688 (1.5946564500423968) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.97698211669922 (29.931195211342306) | > grad_norm_1: tensor(750.3729, device='cuda:0') (tensor(767.2396, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.9509 (0.9261167349562965) | > loader_time: 0.0149 (0.011047328831641282)  --> TIME: 2025-02-21 07:43:26 -- STEP: 749/924 -- GLOBAL_STEP: 196300 | > loss_disc: 2.313823699951172 (2.233152830871312) | > loss_disc_real_0: 0.14795099198818207 (0.13276412064963114) | > loss_disc_real_1: 0.193658709526062 (0.1881722177817761) | > loss_disc_real_2: 0.1936386376619339 (0.2011744175280365) | > loss_disc_real_3: 0.21314531564712524 (0.2053501185213771) | > loss_disc_real_4: 0.21684376895427704 (0.20553581699112233) | > loss_disc_real_5: 0.20208531618118286 (0.20454707323947804) | > loss_0: 2.313823699951172 (2.233152830871312) | > grad_norm_0: tensor(67.2089, device='cuda:0') (tensor(48.6052, device='cuda:0')) | > loss_gen: 2.561332941055298 (2.7761389311547298) | > loss_kl: 2.0948479175567627 (2.1109561371071144) | > loss_feat: 6.8572587966918945 (8.454657315252943) | > loss_mel: 12.857275009155273 (14.983228304039175) | > loss_duration: 1.5741016864776611 (1.5947715970320755) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.94481658935547 (29.919752314507722) | > grad_norm_1: tensor(725.5747, device='cuda:0') (tensor(769.0302, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.9191 (0.9260855905204335) | > loader_time: 0.011 (0.011043163740109692)  --> TIME: 2025-02-21 07:44:13 -- STEP: 799/924 -- GLOBAL_STEP: 196350 | > loss_disc: 2.2679476737976074 (2.2332500666939454) | > loss_disc_real_0: 0.09237797558307648 (0.13231295705755483) | > loss_disc_real_1: 0.2062394917011261 (0.18832269792115136) | > loss_disc_real_2: 0.21072283387184143 (0.2012147819518445) | > loss_disc_real_3: 0.20088697969913483 (0.20543919052364526) | > loss_disc_real_4: 0.2330974042415619 (0.20550765371292795) | > loss_disc_real_5: 0.1856101006269455 (0.20461643637345645) | > loss_0: 2.2679476737976074 (2.2332500666939454) | > grad_norm_0: tensor(27.5784, device='cuda:0') (tensor(48.4934, device='cuda:0')) | > loss_gen: 2.676413059234619 (2.776612772064307) | > loss_kl: 1.9954944849014282 (2.111431785459362) | > loss_feat: 8.429783821105957 (8.454205856752933) | > loss_mel: 14.038219451904297 (14.98742443270916) | > loss_duration: 1.582533359527588 (1.5950144107111999) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.722442626953125 (29.92468927977828) | > grad_norm_1: tensor(752.0952, device='cuda:0') (tensor(767.7236, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.8616 (0.9256306962764009) | > loader_time: 0.0088 (0.011033834891862352)  --> TIME: 2025-02-21 07:45:00 -- STEP: 849/924 -- GLOBAL_STEP: 196400 | > loss_disc: 2.247093915939331 (2.232583072216409) | > loss_disc_real_0: 0.09458314627408981 (0.13181184207224192) | > loss_disc_real_1: 0.17328833043575287 (0.18844784511904836) | > loss_disc_real_2: 0.1979929357767105 (0.20138069953949336) | > loss_disc_real_3: 0.229720801115036 (0.2054227953524415) | > loss_disc_real_4: 0.24466411769390106 (0.20536548092311913) | > loss_disc_real_5: 0.21026481688022614 (0.20452398465435134) | > loss_0: 2.247093915939331 (2.232583072216409) | > grad_norm_0: tensor(44.7520, device='cuda:0') (tensor(48.6463, device='cuda:0')) | > loss_gen: 2.7621288299560547 (2.7784157790621005) | > loss_kl: 2.0474183559417725 (2.1130774560328476) | > loss_feat: 8.081117630004883 (8.46298860689215) | > loss_mel: 15.154314994812012 (15.002934809708343) | > loss_duration: 1.5897347927093506 (1.5948175034618488) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.634716033935547 (29.95223418506492) | > grad_norm_1: tensor(398.5830, device='cuda:0') (tensor(769.6824, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.9039 (0.9252032952819752) | > loader_time: 0.0099 (0.011021524492225598)  --> TIME: 2025-02-21 07:45:47 -- STEP: 899/924 -- GLOBAL_STEP: 196450 | > loss_disc: 2.2413675785064697 (2.232605415138443) | > loss_disc_real_0: 0.08731338381767273 (0.13234999928793362) | > loss_disc_real_1: 0.21104243397712708 (0.1884061569499227) | > loss_disc_real_2: 0.20242807269096375 (0.20156446835222966) | > loss_disc_real_3: 0.22997675836086273 (0.20525309632431807) | > loss_disc_real_4: 0.24838779866695404 (0.20520361439139484) | > loss_disc_real_5: 0.21245475113391876 (0.20435137297539613) | > loss_0: 2.2413675785064697 (2.232605415138443) | > grad_norm_0: tensor(51.8747, device='cuda:0') (tensor(48.8907, device='cuda:0')) | > loss_gen: 2.8133537769317627 (2.780193509991895) | > loss_kl: 2.0826985836029053 (2.111739494909298) | > loss_feat: 8.559588432312012 (8.47303075599459) | > loss_mel: 15.684673309326172 (15.010742079296685) | > loss_duration: 1.654659628868103 (1.5949567504666404) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.79497528076172 (29.97066260816258) | > grad_norm_1: tensor(525.4545, device='cuda:0') (tensor(768.7786, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.923 (0.9251792330100088) | > loader_time: 0.0106 (0.010998330471645602)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.273066282272339 (2.273066282272339) | > loss_disc_real_0: 0.1619274616241455 (0.1619274616241455) | > loss_disc_real_1: 0.202778622508049 (0.202778622508049) | > loss_disc_real_2: 0.2220505028963089 (0.2220505028963089) | > loss_disc_real_3: 0.19211865961551666 (0.19211865961551666) | > loss_disc_real_4: 0.20688186585903168 (0.20688186585903168) | > loss_disc_real_5: 0.22892366349697113 (0.22892366349697113) | > loss_0: 2.273066282272339 (2.273066282272339) | > loss_gen: 2.774379253387451 (2.774379253387451) | > loss_kl: 2.037188768386841 (2.037188768386841) | > loss_feat: 8.8338623046875 (8.8338623046875) | > loss_mel: 16.3115234375 (16.3115234375) | > loss_duration: 1.6783764362335205 (1.6783764362335205) | > loss_1: 31.635332107543945 (31.635332107543945)  --> STEP: 1 | > loss_disc: 2.404268264770508 (2.404268264770508) | > loss_disc_real_0: 0.20609721541404724 (0.20609721541404724) | > loss_disc_real_1: 0.1966143101453781 (0.1966143101453781) | > loss_disc_real_2: 0.2598240077495575 (0.2598240077495575) | > loss_disc_real_3: 0.23098938167095184 (0.23098938167095184) | > loss_disc_real_4: 0.2296658158302307 (0.2296658158302307) | > loss_disc_real_5: 0.2630596458911896 (0.2630596458911896) | > loss_0: 2.404268264770508 (2.404268264770508) | > loss_gen: 2.6903879642486572 (2.6903879642486572) | > loss_kl: 1.92143714427948 (1.92143714427948) | > loss_feat: 7.1230387687683105 (7.1230387687683105) | > loss_mel: 13.370648384094238 (13.370648384094238) | > loss_duration: 1.6873096227645874 (1.6873096227645874) | > loss_1: 26.79281997680664 (26.79281997680664)  --> STEP: 2 | > loss_disc: 2.510511875152588 (2.457390069961548) | > loss_disc_real_0: 0.19261537492275238 (0.1993562951683998) | > loss_disc_real_1: 0.21131861209869385 (0.20396646112203598) | > loss_disc_real_2: 0.24096836149692535 (0.2503961846232414) | > loss_disc_real_3: 0.22803373634815216 (0.229511559009552) | > loss_disc_real_4: 0.27689793705940247 (0.2532818764448166) | > loss_disc_real_5: 0.2641008794307709 (0.2635802626609802) | > loss_0: 2.510511875152588 (2.457390069961548) | > loss_gen: 2.5460822582244873 (2.6182351112365723) | > loss_kl: 2.097130060195923 (2.0092836022377014) | > loss_feat: 6.730116844177246 (6.926577806472778) | > loss_mel: 12.551894187927246 (12.961271286010742) | > loss_duration: 1.5717926025390625 (1.629551112651825) | > loss_1: 25.49701499938965 (26.144917488098145)  --> STEP: 3 | > loss_disc: 2.373253583908081 (2.429344574610392) | > loss_disc_real_0: 0.1917843222618103 (0.19683230419953665) | > loss_disc_real_1: 0.20452645421028137 (0.20415312548478445) | > loss_disc_real_2: 0.22585277259349823 (0.24221504727999368) | > loss_disc_real_3: 0.2288043051958084 (0.22927580773830414) | > loss_disc_real_4: 0.21854573488235474 (0.24170316259066263) | > loss_disc_real_5: 0.24180302023887634 (0.25632118185361225) | > loss_0: 2.373253583908081 (2.429344574610392) | > loss_gen: 2.61834716796875 (2.6182724634806314) | > loss_kl: 2.090233564376831 (2.0362669229507446) | > loss_feat: 7.393931865692139 (7.0823624928792315) | > loss_mel: 14.061307907104492 (13.327950159708658) | > loss_duration: 1.6673238277435303 (1.6421420176823933) | > loss_1: 27.831144332885742 (26.706993103027344)  --> STEP: 4 | > loss_disc: 2.4362053871154785 (2.431059777736664) | > loss_disc_real_0: 0.17380081117153168 (0.1910744309425354) | > loss_disc_real_1: 0.19844494760036469 (0.2027260810136795) | > loss_disc_real_2: 0.2417423129081726 (0.24209686368703842) | > loss_disc_real_3: 0.2339753955602646 (0.23045070469379425) | > loss_disc_real_4: 0.27164262533187866 (0.24918802827596664) | > loss_disc_real_5: 0.2791200578212738 (0.26202090084552765) | > loss_0: 2.4362053871154785 (2.431059777736664) | > loss_gen: 2.660872459411621 (2.628922462463379) | > loss_kl: 1.902398943901062 (2.002799928188324) | > loss_feat: 7.46228551864624 (7.177343249320984) | > loss_mel: 13.964041709899902 (13.48697304725647) | > loss_duration: 1.7528302669525146 (1.6698140799999237) | > loss_1: 27.742427825927734 (26.96585178375244)  --> STEP: 5 | > loss_disc: 2.275055170059204 (2.399858856201172) | > loss_disc_real_0: 0.0688047856092453 (0.16662050187587737) | > loss_disc_real_1: 0.23634123802185059 (0.20944911241531372) | > loss_disc_real_2: 0.22817173600196838 (0.2393118381500244) | > loss_disc_real_3: 0.1785580813884735 (0.2200721800327301) | > loss_disc_real_4: 0.2646477222442627 (0.25227996706962585) | > loss_disc_real_5: 0.24374589323997498 (0.2583658993244171) | > loss_0: 2.275055170059204 (2.399858856201172) | > loss_gen: 2.697007656097412 (2.6425395011901855) | > loss_kl: 1.6456778049468994 (1.931375503540039) | > loss_feat: 8.06069278717041 (7.354013156890869) | > loss_mel: 15.537810325622559 (13.897140502929688) | > loss_duration: 1.5395138263702393 (1.6437540292739867) | > loss_1: 29.480703353881836 (27.46882209777832) --> EVAL PERFORMANCE | > avg_loader_time: 0.16095805168151855 (+1.33514404296875e-05) | > avg_loss_disc: 2.399858856201172 (-0.08423795700073233) | > avg_loss_disc_real_0: 0.16662050187587737 (-0.07395825982093812) | > avg_loss_disc_real_1: 0.20944911241531372 (-0.04605710506439209) | > avg_loss_disc_real_2: 0.2393118381500244 (+0.021286731958389288) | > avg_loss_disc_real_3: 0.2200721800327301 (+1.760721206664484e-05) | > avg_loss_disc_real_4: 0.25227996706962585 (-0.02891062796115873) | > avg_loss_disc_real_5: 0.2583658993244171 (+0.05313883721828461) | > avg_loss_0: 2.399858856201172 (-0.08423795700073233) | > avg_loss_gen: 2.6425395011901855 (-0.10950660705566406) | > avg_loss_kl: 1.931375503540039 (-0.14601144790649423) | > avg_loss_feat: 7.354013156890869 (+0.06185770034790039) | > avg_loss_mel: 13.897140502929688 (-0.3603181838989258) | > avg_loss_duration: 1.6437540292739867 (-0.0037176847457887074) | > avg_loss_1: 27.46882209777832 (-0.5576976776123033)  > EPOCH: 163/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 07:46:19)   --> TIME: 2025-02-21 07:46:44 -- STEP: 25/924 -- GLOBAL_STEP: 196500 | > loss_disc: 2.2767152786254883 (2.268580198287964) | > loss_disc_real_0: 0.14703315496444702 (0.13479957848787305) | > loss_disc_real_1: 0.19338874518871307 (0.1912965750694275) | > loss_disc_real_2: 0.21222713589668274 (0.20275603473186493) | > loss_disc_real_3: 0.16139541566371918 (0.20865841567516327) | > loss_disc_real_4: 0.19628234207630157 (0.20727067351341247) | > loss_disc_real_5: 0.1892617642879486 (0.20678914129734038) | > loss_0: 2.2767152786254883 (2.268580198287964) | > grad_norm_0: tensor(32.6689, device='cuda:0') (tensor(32.7494, device='cuda:0')) | > loss_gen: 2.5522031784057617 (2.6568443965911865) | > loss_kl: 2.0917246341705322 (2.0521521091461175) | > loss_feat: 7.171692371368408 (8.1881862449646) | > loss_mel: 14.534429550170898 (14.810439796447755) | > loss_duration: 1.600876808166504 (1.5949423313140871) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.950927734375 (29.30256492614746) | > grad_norm_1: tensor(678.4004, device='cuda:0') (tensor(650.9129, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.9117 (0.9125005149841309) | > loader_time: 0.0119 (0.010920343399047851)  --> TIME: 2025-02-21 07:47:31 -- STEP: 75/924 -- GLOBAL_STEP: 196550 | > loss_disc: 2.2754414081573486 (2.2344631799062107) | > loss_disc_real_0: 0.23135624825954437 (0.13266212766369184) | > loss_disc_real_1: 0.16974027454853058 (0.1894674265384674) | > loss_disc_real_2: 0.18572494387626648 (0.20056659817695618) | > loss_disc_real_3: 0.18624426424503326 (0.2042045611143112) | > loss_disc_real_4: 0.22579266130924225 (0.20695781171321873) | > loss_disc_real_5: 0.207067608833313 (0.2041336645682653) | > loss_0: 2.2754414081573486 (2.2344631799062107) | > grad_norm_0: tensor(96.9952, device='cuda:0') (tensor(45.1313, device='cuda:0')) | > loss_gen: 2.8099420070648193 (2.7451300684611004) | > loss_kl: 2.028623342514038 (2.111735984484354) | > loss_feat: 8.271903991699219 (8.383777046203612) | > loss_mel: 14.805377960205078 (14.922963473002115) | > loss_duration: 1.5917325019836426 (1.5977214940389) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.507579803466797 (29.761327997843424) | > grad_norm_1: tensor(748.0798, device='cuda:0') (tensor(771.1013, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.8651 (0.9187104988098145) | > loader_time: 0.0094 (0.010933634440104168)  --> TIME: 2025-02-21 07:48:18 -- STEP: 125/924 -- GLOBAL_STEP: 196600 | > loss_disc: 2.2892794609069824 (2.2367055587768565) | > loss_disc_real_0: 0.2427166849374771 (0.13357864353060728) | > loss_disc_real_1: 0.1975359469652176 (0.19040460300445555) | > loss_disc_real_2: 0.22562895715236664 (0.20153028988838195) | > loss_disc_real_3: 0.1972571760416031 (0.20420774900913238) | > loss_disc_real_4: 0.22283710539340973 (0.20698854601383213) | > loss_disc_real_5: 0.21446305513381958 (0.20303609716892243) | > loss_0: 2.2892794609069824 (2.2367055587768565) | > grad_norm_0: tensor(63.4567, device='cuda:0') (tensor(45.4559, device='cuda:0')) | > loss_gen: 2.7594711780548096 (2.7553192043304437) | > loss_kl: 2.142132043838501 (2.1176135044097903) | > loss_feat: 7.797284126281738 (8.440755348205562) | > loss_mel: 15.243814468383789 (15.032925170898437) | > loss_duration: 1.6241116523742676 (1.5966702051162722) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.566814422607422 (29.943283401489257) | > grad_norm_1: tensor(889.4618, device='cuda:0') (tensor(735.8586, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.8869 (0.9175901699066162) | > loader_time: 0.0127 (0.011022531509399417)  --> TIME: 2025-02-21 07:49:05 -- STEP: 175/924 -- GLOBAL_STEP: 196650 | > loss_disc: 2.108696222305298 (2.2328443663460873) | > loss_disc_real_0: 0.14553190767765045 (0.1325997699371405) | > loss_disc_real_1: 0.1733478456735611 (0.1897174216168268) | > loss_disc_real_2: 0.21137134730815887 (0.20118810015065333) | > loss_disc_real_3: 0.18050706386566162 (0.2044629310710089) | > loss_disc_real_4: 0.19585861265659332 (0.20510879022734504) | > loss_disc_real_5: 0.191776841878891 (0.20309857317379543) | > loss_0: 2.108696222305298 (2.2328443663460873) | > grad_norm_0: tensor(41.5494, device='cuda:0') (tensor(46.5936, device='cuda:0')) | > loss_gen: 2.9799296855926514 (2.754406211035591) | > loss_kl: 2.042938470840454 (2.1381895671572) | > loss_feat: 9.140523910522461 (8.448253865923201) | > loss_mel: 15.179374694824219 (15.044031186785016) | > loss_duration: 1.6009000539779663 (1.5958666733333047) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.943666458129883 (29.980747484479632) | > grad_norm_1: tensor(830.8002, device='cuda:0') (tensor(729.2325, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.912 (0.9197415815080915) | > loader_time: 0.0104 (0.010965596607753212)  --> TIME: 2025-02-21 07:49:52 -- STEP: 225/924 -- GLOBAL_STEP: 196700 | > loss_disc: 2.1562647819519043 (2.233098125457765) | > loss_disc_real_0: 0.1274871826171875 (0.13268502702315638) | > loss_disc_real_1: 0.19058294594287872 (0.18971200519137918) | > loss_disc_real_2: 0.20565010607242584 (0.20120444820986857) | > loss_disc_real_3: 0.22221238911151886 (0.20421651687886977) | > loss_disc_real_4: 0.22077088057994843 (0.2050130663315455) | > loss_disc_real_5: 0.201618030667305 (0.20379829108715058) | > loss_0: 2.1562647819519043 (2.233098125457765) | > grad_norm_0: tensor(42.2248, device='cuda:0') (tensor(47.1993, device='cuda:0')) | > loss_gen: 2.94340181350708 (2.757823864618936) | > loss_kl: 2.1318628787994385 (2.1347571553124305) | > loss_feat: 8.94487190246582 (8.431710527208116) | > loss_mel: 14.846199035644531 (14.988916952345106) | > loss_duration: 1.561385989189148 (1.595776161087884) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.42772102355957 (29.908984595404732) | > grad_norm_1: tensor(860.3126, device='cuda:0') (tensor(733.5826, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.9282 (0.9205934280819363) | > loader_time: 0.0106 (0.010990197923448354)  --> TIME: 2025-02-21 07:50:38 -- STEP: 275/924 -- GLOBAL_STEP: 196750 | > loss_disc: 2.212239980697632 (2.2316372052106006) | > loss_disc_real_0: 0.145504429936409 (0.13302874756130295) | > loss_disc_real_1: 0.17642681300640106 (0.18932528246532793) | > loss_disc_real_2: 0.18978336453437805 (0.2011839384924282) | > loss_disc_real_3: 0.19947397708892822 (0.20421294461597092) | > loss_disc_real_4: 0.19603465497493744 (0.20528618167747148) | > loss_disc_real_5: 0.1853189766407013 (0.20326271436431192) | > loss_0: 2.212239980697632 (2.2316372052106006) | > grad_norm_0: tensor(43.5395, device='cuda:0') (tensor(48.0293, device='cuda:0')) | > loss_gen: 2.782543897628784 (2.762200109308415) | > loss_kl: 2.0267462730407715 (2.1327116801521986) | > loss_feat: 8.114319801330566 (8.422715060494166) | > loss_mel: 13.712637901306152 (14.934558403708719) | > loss_duration: 1.643947720527649 (1.5968622745167127) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.280193328857422 (29.849047477028588) | > grad_norm_1: tensor(598.4603, device='cuda:0') (tensor(746.7764, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.96 (0.9202482943101364) | > loader_time: 0.0115 (0.010971705696799542)  --> TIME: 2025-02-21 07:51:26 -- STEP: 325/924 -- GLOBAL_STEP: 196800 | > loss_disc: 2.191849708557129 (2.2287368954145) | > loss_disc_real_0: 0.15169492363929749 (0.13156677914353507) | > loss_disc_real_1: 0.18889130651950836 (0.18901165797160233) | > loss_disc_real_2: 0.19562698900699615 (0.20135886586629428) | > loss_disc_real_3: 0.2632507383823395 (0.2045518021400158) | > loss_disc_real_4: 0.23861359059810638 (0.20500938227543464) | > loss_disc_real_5: 0.21608011424541473 (0.20320114745543563) | > loss_0: 2.191849708557129 (2.2287368954145) | > grad_norm_0: tensor(66.5724, device='cuda:0') (tensor(48.6211, device='cuda:0')) | > loss_gen: 3.0395758152008057 (2.7716689403240498) | > loss_kl: 1.8413640260696411 (2.1347398622219385) | > loss_feat: 9.184091567993164 (8.453395459101754) | > loss_mel: 15.945664405822754 (14.964971413245568) | > loss_duration: 1.6203926801681519 (1.5961435626103335) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.631086349487305 (29.92091918358436) | > grad_norm_1: tensor(1097.5961, device='cuda:0') (tensor(753.0458, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.9187 (0.9222729638906626) | > loader_time: 0.0107 (0.011024135442880499)  --> TIME: 2025-02-21 07:52:13 -- STEP: 375/924 -- GLOBAL_STEP: 196850 | > loss_disc: 2.2965471744537354 (2.2283672459920254) | > loss_disc_real_0: 0.12915346026420593 (0.13224015899499258) | > loss_disc_real_1: 0.20968495309352875 (0.1890999602476757) | > loss_disc_real_2: 0.19381171464920044 (0.20117841041088105) | > loss_disc_real_3: 0.20841963589191437 (0.20441536716620126) | > loss_disc_real_4: 0.19265802204608917 (0.20505303915341694) | > loss_disc_real_5: 0.24547405540943146 (0.20252643279234575) | > loss_0: 2.2965471744537354 (2.2283672459920254) | > grad_norm_0: tensor(35.5468, device='cuda:0') (tensor(49.1289, device='cuda:0')) | > loss_gen: 2.6009883880615234 (2.7753275915781646) | > loss_kl: 2.065739870071411 (2.133721997896831) | > loss_feat: 8.149151802062988 (8.47261671829224) | > loss_mel: 14.04432487487793 (15.008548795064291) | > loss_duration: 1.5738987922668457 (1.5957904237111415) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.43410301208496 (29.986005498250325) | > grad_norm_1: tensor(600.1694, device='cuda:0') (tensor(752.9988, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.9324 (0.922725710550944) | > loader_time: 0.0112 (0.01101855977376303)  --> TIME: 2025-02-21 07:53:00 -- STEP: 425/924 -- GLOBAL_STEP: 196900 | > loss_disc: 2.2219390869140625 (2.230304104300108) | > loss_disc_real_0: 0.24192047119140625 (0.13310277882744284) | > loss_disc_real_1: 0.18495558202266693 (0.18910969288910146) | > loss_disc_real_2: 0.19429202377796173 (0.20121678520651426) | > loss_disc_real_3: 0.18979673087596893 (0.20465704441070556) | > loss_disc_real_4: 0.23056791722774506 (0.20535660673590267) | > loss_disc_real_5: 0.17042110860347748 (0.2024834796611001) | > loss_0: 2.2219390869140625 (2.230304104300108) | > grad_norm_0: tensor(86.7923, device='cuda:0') (tensor(48.4222, device='cuda:0')) | > loss_gen: 2.9465131759643555 (2.7711242081137253) | > loss_kl: 2.2089574337005615 (2.134808440208437) | > loss_feat: 9.687548637390137 (8.459736493054562) | > loss_mel: 16.566816329956055 (15.000452095480526) | > loss_duration: 1.6156151294708252 (1.5956952678456031) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.02545166015625 (29.961816487031825) | > grad_norm_1: tensor(993.2468, device='cuda:0') (tensor(749.3015, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.93 (0.9232180208318373) | > loader_time: 0.012 (0.011059731315164013)  --> TIME: 2025-02-21 07:53:47 -- STEP: 475/924 -- GLOBAL_STEP: 196950 | > loss_disc: 2.2443742752075195 (2.2282137870788596) | > loss_disc_real_0: 0.1421494334936142 (0.13241560256794874) | > loss_disc_real_1: 0.20362921059131622 (0.189157643631885) | > loss_disc_real_2: 0.17391067743301392 (0.20088356262759158) | > loss_disc_real_3: 0.1816391944885254 (0.2046166728044811) | > loss_disc_real_4: 0.17386621236801147 (0.20486373854310888) | > loss_disc_real_5: 0.19506143033504486 (0.20264217517877886) | > loss_0: 2.2443742752075195 (2.2282137870788596) | > grad_norm_0: tensor(61.7287, device='cuda:0') (tensor(48.3389, device='cuda:0')) | > loss_gen: 2.782693862915039 (2.7729520356027693) | > loss_kl: 2.222388505935669 (2.135991362270555) | > loss_feat: 8.522806167602539 (8.467643492849247) | > loss_mel: 16.41765594482422 (15.013888668261076) | > loss_duration: 1.57346510887146 (1.5952979434163952) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.51900863647461 (29.98577347604852) | > grad_norm_1: tensor(311.1761, device='cuda:0') (tensor(753.5853, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.947 (0.9238600304252222) | > loader_time: 0.0113 (0.01105524615237588)  --> TIME: 2025-02-21 07:54:34 -- STEP: 525/924 -- GLOBAL_STEP: 197000 | > loss_disc: 2.3886845111846924 (2.2267425609770295) | > loss_disc_real_0: 0.09565548598766327 (0.13199377370022589) | > loss_disc_real_1: 0.19269461929798126 (0.18916103720664987) | > loss_disc_real_2: 0.20408211648464203 (0.20077082389876957) | > loss_disc_real_3: 0.2054242044687271 (0.20458782147793542) | > loss_disc_real_4: 0.22067175805568695 (0.20479387388342904) | > loss_disc_real_5: 0.2160770446062088 (0.2026049349705379) | > loss_0: 2.3886845111846924 (2.2267425609770295) | > grad_norm_0: tensor(29.7400, device='cuda:0') (tensor(48.6151, device='cuda:0')) | > loss_gen: 2.6148061752319336 (2.779001258214314) | > loss_kl: 2.0859899520874023 (2.131281498727344) | > loss_feat: 7.588702201843262 (8.480120442708332) | > loss_mel: 14.285890579223633 (15.022969458443779) | > loss_duration: 1.5555167198181152 (1.5951199225017008) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.13090705871582 (30.008492584228517) | > grad_norm_1: tensor(737.4926, device='cuda:0') (tensor(753.3950, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.9146 (0.9235798109145391) | > loader_time: 0.0096 (0.011047113055274607) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_197000.pth  --> TIME: 2025-02-21 07:55:24 -- STEP: 575/924 -- GLOBAL_STEP: 197050 | > loss_disc: 2.2416586875915527 (2.227672950910486) | > loss_disc_real_0: 0.16398093104362488 (0.13212780995213463) | > loss_disc_real_1: 0.16777509450912476 (0.18948659464069045) | > loss_disc_real_2: 0.21301181614398956 (0.201137123859447) | > loss_disc_real_3: 0.20721061527729034 (0.20474232803220332) | > loss_disc_real_4: 0.2340451031923294 (0.20484365250753322) | > loss_disc_real_5: 0.2361675500869751 (0.20261891046296) | > loss_0: 2.2416586875915527 (2.227672950910486) | > grad_norm_0: tensor(37.8787, device='cuda:0') (tensor(48.5477, device='cuda:0')) | > loss_gen: 2.839081048965454 (2.779846283456553) | > loss_kl: 2.086573362350464 (2.12724076685698) | > loss_feat: 8.353404998779297 (8.479906333425767) | > loss_mel: 14.511119842529297 (15.00631516000499) | > loss_duration: 1.6339328289031982 (1.5950504414931592) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.42411231994629 (29.988358983578888) | > grad_norm_1: tensor(979.8755, device='cuda:0') (tensor(756.7341, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.9773 (0.9242261500980543) | > loader_time: 0.0115 (0.01102857175080673)  --> TIME: 2025-02-21 07:56:11 -- STEP: 625/924 -- GLOBAL_STEP: 197100 | > loss_disc: 2.2249274253845215 (2.2278292781829836) | > loss_disc_real_0: 0.1419503390789032 (0.13153343608379356) | > loss_disc_real_1: 0.18330499529838562 (0.18958005757331858) | > loss_disc_real_2: 0.21583795547485352 (0.20132637600898737) | > loss_disc_real_3: 0.17327536642551422 (0.2046927675962448) | > loss_disc_real_4: 0.1917814165353775 (0.20502089214324956) | > loss_disc_real_5: 0.16514936089515686 (0.20255997240543366) | > loss_0: 2.2249274253845215 (2.2278292781829836) | > grad_norm_0: tensor(60.4480, device='cuda:0') (tensor(48.1993, device='cuda:0')) | > loss_gen: 2.627223014831543 (2.7800777389526377) | > loss_kl: 2.044908046722412 (2.1220696096420277) | > loss_feat: 7.8977861404418945 (8.486812134551991) | > loss_mel: 14.342192649841309 (15.017581336975098) | > loss_duration: 1.6057608127593994 (1.5950256565093999) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.51786994934082 (30.00156649169922) | > grad_norm_1: tensor(430.7589, device='cuda:0') (tensor(762.1399, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.9341 (0.9242075969696045) | > loader_time: 0.0101 (0.01101914329528809)  --> TIME: 2025-02-21 07:56:58 -- STEP: 675/924 -- GLOBAL_STEP: 197150 | > loss_disc: 2.341761827468872 (2.2284950726120574) | > loss_disc_real_0: 0.13915906846523285 (0.1320606170484313) | > loss_disc_real_1: 0.1907029002904892 (0.18965707818667102) | > loss_disc_real_2: 0.2140500247478485 (0.2011274995406468) | > loss_disc_real_3: 0.21745920181274414 (0.20489328962785228) | > loss_disc_real_4: 0.17160193622112274 (0.20482740053424134) | > loss_disc_real_5: 0.21347063779830933 (0.20265130484545668) | > loss_0: 2.341761827468872 (2.2284950726120574) | > grad_norm_0: tensor(22.2770, device='cuda:0') (tensor(48.6588, device='cuda:0')) | > loss_gen: 2.604581117630005 (2.7823974704742445) | > loss_kl: 2.261913299560547 (2.1181714944486267) | > loss_feat: 7.417198657989502 (8.488399535285096) | > loss_mel: 14.725504875183105 (15.021475490993923) | > loss_duration: 1.535470724105835 (1.5944562509324816) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.54467010498047 (30.004900269684967) | > grad_norm_1: tensor(679.5715, device='cuda:0') (tensor(762.2005, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.9426 (0.9241495107721399) | > loader_time: 0.0111 (0.011024611790974937)  --> TIME: 2025-02-21 07:57:45 -- STEP: 725/924 -- GLOBAL_STEP: 197200 | > loss_disc: 2.177833318710327 (2.2295472421317277) | > loss_disc_real_0: 0.1732240468263626 (0.13236684924055794) | > loss_disc_real_1: 0.19189296662807465 (0.18962763893193219) | > loss_disc_real_2: 0.22392886877059937 (0.20132124557577322) | > loss_disc_real_3: 0.20185931026935577 (0.2049096011704412) | > loss_disc_real_4: 0.2212199866771698 (0.2049722714876307) | > loss_disc_real_5: 0.2020808458328247 (0.20281505430566849) | > loss_0: 2.177833318710327 (2.2295472421317277) | > grad_norm_0: tensor(79.2826, device='cuda:0') (tensor(48.3837, device='cuda:0')) | > loss_gen: 2.895084857940674 (2.778892647315715) | > loss_kl: 2.198861837387085 (2.120065499174185) | > loss_feat: 9.240748405456543 (8.481310275505328) | > loss_mel: 14.72705078125 (15.019205758982691) | > loss_duration: 1.5919902324676514 (1.5944583721818595) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.65373420715332 (29.993932576672783) | > grad_norm_1: tensor(873.1238, device='cuda:0') (tensor(760.7866, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.8811 (0.9246375054326551) | > loader_time: 0.0094 (0.01104535563238736)  --> TIME: 2025-02-21 07:58:32 -- STEP: 775/924 -- GLOBAL_STEP: 197250 | > loss_disc: 2.285015821456909 (2.231616779604266) | > loss_disc_real_0: 0.13920411467552185 (0.1335192029322349) | > loss_disc_real_1: 0.1635318547487259 (0.1895489677113872) | > loss_disc_real_2: 0.1987854689359665 (0.20124318736214783) | > loss_disc_real_3: 0.21921834349632263 (0.20485344607983866) | > loss_disc_real_4: 0.188192218542099 (0.20502473758113005) | > loss_disc_real_5: 0.2513604760169983 (0.2029631678327437) | > loss_0: 2.285015821456909 (2.231616779604266) | > grad_norm_0: tensor(50.0612, device='cuda:0') (tensor(48.4544, device='cuda:0')) | > loss_gen: 2.79689884185791 (2.778088771758541) | > loss_kl: 2.115825891494751 (2.121792298286194) | > loss_feat: 8.60879898071289 (8.480031211606919) | > loss_mel: 14.801403999328613 (15.026535165848271) | > loss_duration: 1.5850586891174316 (1.5950026948990361) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.907983779907227 (30.001450173162645) | > grad_norm_1: tensor(703.0856, device='cuda:0') (tensor(755.9962, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.9433 (0.9249263843413322) | > loader_time: 0.0114 (0.011048506767519058)  --> TIME: 2025-02-21 07:59:19 -- STEP: 825/924 -- GLOBAL_STEP: 197300 | > loss_disc: 2.1105430126190186 (2.2315557030475506) | > loss_disc_real_0: 0.08075965195894241 (0.1332496435895111) | > loss_disc_real_1: 0.17198657989501953 (0.1896312819285827) | > loss_disc_real_2: 0.1953737884759903 (0.20124091740810504) | > loss_disc_real_3: 0.19353511929512024 (0.20482261542117958) | > loss_disc_real_4: 0.20265085995197296 (0.20505381464958194) | > loss_disc_real_5: 0.19806085526943207 (0.203229336214788) | > loss_0: 2.1105430126190186 (2.2315557030475506) | > grad_norm_0: tensor(37.4684, device='cuda:0') (tensor(47.8850, device='cuda:0')) | > loss_gen: 2.9329466819763184 (2.776740389737216) | > loss_kl: 2.1433210372924805 (2.1221245216600857) | > loss_feat: 9.747858047485352 (8.47844823895078) | > loss_mel: 16.69961929321289 (15.037715195164536) | > loss_duration: 1.5756266117095947 (1.5946129155881477) | > amp_scaler: 128.0 (130.17212121212123) | > loss_1: 33.09937286376953 (30.009641279740766) | > grad_norm_1: tensor(1098.0657, device='cuda:0') (tensor(750.2612, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.9353 (0.9245285282712994) | > loader_time: 0.0106 (0.011039461367058032)  --> TIME: 2025-02-21 08:00:06 -- STEP: 875/924 -- GLOBAL_STEP: 197350 | > loss_disc: 2.2266769409179688 (2.2311884047644477) | > loss_disc_real_0: 0.14184415340423584 (0.13322000595501501) | > loss_disc_real_1: 0.19842194020748138 (0.18943850173269006) | > loss_disc_real_2: 0.22676821053028107 (0.20119338457924973) | > loss_disc_real_3: 0.1983812004327774 (0.2047502268893378) | > loss_disc_real_4: 0.22415666282176971 (0.20501274939945768) | > loss_disc_real_5: 0.1909395158290863 (0.20313355723449159) | > loss_0: 2.2266769409179688 (2.2311884047644477) | > grad_norm_0: tensor(23.2026, device='cuda:0') (tensor(47.5191, device='cuda:0')) | > loss_gen: 2.7978501319885254 (2.7762755685533795) | > loss_kl: 2.1584014892578125 (2.1208838838849786) | > loss_feat: 8.356965065002441 (8.479384223937982) | > loss_mel: 15.326583862304688 (15.047984839303153) | > loss_duration: 1.5972161293029785 (1.5947346055167062) | > amp_scaler: 128.0 (130.04800000000003) | > loss_1: 30.237014770507812 (30.019263129098075) | > grad_norm_1: tensor(348.8939, device='cuda:0') (tensor(745.8547, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.9484 (0.924484772000994) | > loader_time: 0.0116 (0.011020919527326312)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5093913078308105 (2.5093913078308105) | > loss_disc_real_0: 0.2785058319568634 (0.2785058319568634) | > loss_disc_real_1: 0.21474458277225494 (0.21474458277225494) | > loss_disc_real_2: 0.25477659702301025 (0.25477659702301025) | > loss_disc_real_3: 0.2463347613811493 (0.2463347613811493) | > loss_disc_real_4: 0.2556717097759247 (0.2556717097759247) | > loss_disc_real_5: 0.26640787720680237 (0.26640787720680237) | > loss_0: 2.5093913078308105 (2.5093913078308105) | > loss_gen: 2.8814873695373535 (2.8814873695373535) | > loss_kl: 2.031838893890381 (2.031838893890381) | > loss_feat: 7.12850284576416 (7.12850284576416) | > loss_mel: 13.083395957946777 (13.083395957946777) | > loss_duration: 1.6641004085540771 (1.6641004085540771) | > loss_1: 26.789323806762695 (26.789323806762695)  --> STEP: 1 | > loss_disc: 2.445119619369507 (2.445119619369507) | > loss_disc_real_0: 0.2762053608894348 (0.2762053608894348) | > loss_disc_real_1: 0.20972196757793427 (0.20972196757793427) | > loss_disc_real_2: 0.24972017109394073 (0.24972017109394073) | > loss_disc_real_3: 0.23679330945014954 (0.23679330945014954) | > loss_disc_real_4: 0.24906493723392487 (0.24906493723392487) | > loss_disc_real_5: 0.2646085023880005 (0.2646085023880005) | > loss_0: 2.445119619369507 (2.445119619369507) | > loss_gen: 3.0754308700561523 (3.0754308700561523) | > loss_kl: 1.968948483467102 (1.968948483467102) | > loss_feat: 7.816150665283203 (7.816150665283203) | > loss_mel: 13.85766887664795 (13.85766887664795) | > loss_duration: 1.6943426132202148 (1.6943426132202148) | > loss_1: 28.41254425048828 (28.41254425048828)  --> STEP: 2 | > loss_disc: 2.5374693870544434 (2.491294503211975) | > loss_disc_real_0: 0.3059702217578888 (0.2910877913236618) | > loss_disc_real_1: 0.21617491543293 (0.21294844150543213) | > loss_disc_real_2: 0.2576275169849396 (0.25367384403944016) | > loss_disc_real_3: 0.24925099313259125 (0.2430221512913704) | > loss_disc_real_4: 0.2556286156177521 (0.25234677642583847) | > loss_disc_real_5: 0.2994438409805298 (0.28202617168426514) | > loss_0: 2.5374693870544434 (2.491294503211975) | > loss_gen: 3.087153911590576 (3.0812923908233643) | > loss_kl: 2.054840087890625 (2.0118942856788635) | > loss_feat: 7.903069019317627 (7.859609842300415) | > loss_mel: 14.159193992614746 (14.008431434631348) | > loss_duration: 1.5879896879196167 (1.6411661505699158) | > loss_1: 28.792247772216797 (28.60239601135254)  --> STEP: 3 | > loss_disc: 2.5253067016601562 (2.502631902694702) | > loss_disc_real_0: 0.31340694427490234 (0.2985275089740753) | > loss_disc_real_1: 0.2191275954246521 (0.21500815947850546) | > loss_disc_real_2: 0.2321728765964508 (0.24650685489177704) | > loss_disc_real_3: 0.2450568675994873 (0.2437003900607427) | > loss_disc_real_4: 0.2779961824417114 (0.26089657843112946) | > loss_disc_real_5: 0.28146830201148987 (0.2818402151266734) | > loss_0: 2.5253067016601562 (2.502631902694702) | > loss_gen: 3.0978665351867676 (3.0868171056111655) | > loss_kl: 2.0048937797546387 (2.009560783704122) | > loss_feat: 7.351946830749512 (7.690388838450114) | > loss_mel: 13.666584014892578 (13.894482294718424) | > loss_duration: 1.6706898212432861 (1.6510073741277058) | > loss_1: 27.791980743408203 (28.332257588704426)  --> STEP: 4 | > loss_disc: 2.479018449783325 (2.496728539466858) | > loss_disc_real_0: 0.2822767496109009 (0.2944648191332817) | > loss_disc_real_1: 0.2059740275144577 (0.21274962648749352) | > loss_disc_real_2: 0.2453676015138626 (0.24622204154729843) | > loss_disc_real_3: 0.25792449712753296 (0.24725641682744026) | > loss_disc_real_4: 0.24130487442016602 (0.2559986524283886) | > loss_disc_real_5: 0.2706981301307678 (0.279054693877697) | > loss_0: 2.479018449783325 (2.496728539466858) | > loss_gen: 3.04190731048584 (3.075589656829834) | > loss_kl: 1.9216060638427734 (1.9875721037387848) | > loss_feat: 7.443861961364746 (7.628757119178772) | > loss_mel: 14.332120895385742 (14.003891944885254) | > loss_duration: 1.7728888988494873 (1.6814777553081512) | > loss_1: 28.512386322021484 (28.37728977203369)  --> STEP: 5 | > loss_disc: 2.451892137527466 (2.4877612590789795) | > loss_disc_real_0: 0.2556379735469818 (0.2866994500160217) | > loss_disc_real_1: 0.19210313260555267 (0.20862032771110534) | > loss_disc_real_2: 0.26125189661979675 (0.2492280125617981) | > loss_disc_real_3: 0.3322412669658661 (0.26425338685512545) | > loss_disc_real_4: 0.17985674738883972 (0.24077027142047883) | > loss_disc_real_5: 0.21884475648403168 (0.2670127063989639) | > loss_0: 2.451892137527466 (2.4877612590789795) | > loss_gen: 2.8846042156219482 (3.037392568588257) | > loss_kl: 1.8609899282455444 (1.9622556686401367) | > loss_feat: 7.102502822875977 (7.5235062599182125) | > loss_mel: 13.893927574157715 (13.981899070739747) | > loss_duration: 1.523671269416809 (1.6499164581298829) | > loss_1: 27.265695571899414 (28.154970932006837) --> EVAL PERFORMANCE | > avg_loader_time: 0.15585041046142578 (-0.0051076412200927734) | > avg_loss_disc: 2.4877612590789795 (+0.0879024028778077) | > avg_loss_disc_real_0: 0.2866994500160217 (+0.12007894814014433) | > avg_loss_disc_real_1: 0.20862032771110534 (-0.0008287847042083851) | > avg_loss_disc_real_2: 0.2492280125617981 (+0.009916174411773698) | > avg_loss_disc_real_3: 0.26425338685512545 (+0.04418120682239535) | > avg_loss_disc_real_4: 0.24077027142047883 (-0.011509695649147028) | > avg_loss_disc_real_5: 0.2670127063989639 (+0.008646807074546792) | > avg_loss_0: 2.4877612590789795 (+0.0879024028778077) | > avg_loss_gen: 3.037392568588257 (+0.39485306739807147) | > avg_loss_kl: 1.9622556686401367 (+0.030880165100097612) | > avg_loss_feat: 7.5235062599182125 (+0.16949310302734322) | > avg_loss_mel: 13.981899070739747 (+0.0847585678100593) | > avg_loss_duration: 1.6499164581298829 (+0.006162428855896129) | > avg_loss_1: 28.154970932006837 (+0.6861488342285149)  > EPOCH: 164/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 08:01:00)   --> TIME: 2025-02-21 08:01:03 -- STEP: 1/924 -- GLOBAL_STEP: 197400 | > loss_disc: 2.221527099609375 (2.221527099609375) | > loss_disc_real_0: 0.18507979810237885 (0.18507979810237885) | > loss_disc_real_1: 0.19306683540344238 (0.19306683540344238) | > loss_disc_real_2: 0.20727910101413727 (0.20727910101413727) | > loss_disc_real_3: 0.25473660230636597 (0.25473660230636597) | > loss_disc_real_4: 0.21885038912296295 (0.21885038912296295) | > loss_disc_real_5: 0.22590798139572144 (0.22590798139572144) | > loss_0: 2.221527099609375 (2.221527099609375) | > grad_norm_0: tensor(45.5418, device='cuda:0') (tensor(45.5418, device='cuda:0')) | > loss_gen: 2.9591212272644043 (2.9591212272644043) | > loss_kl: 2.108255624771118 (2.108255624771118) | > loss_feat: 9.2769136428833 (9.2769136428833) | > loss_mel: 15.07309341430664 (15.07309341430664) | > loss_duration: 1.5951441526412964 (1.5951441526412964) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.012529373168945 (31.012529373168945) | > grad_norm_1: tensor(784.2858, device='cuda:0') (tensor(784.2858, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.9342 (0.9342372417449951) | > loader_time: 0.0108 (0.010797500610351562)  --> TIME: 2025-02-21 08:01:50 -- STEP: 51/924 -- GLOBAL_STEP: 197450 | > loss_disc: 2.194209337234497 (2.235147672541001) | > loss_disc_real_0: 0.14082510769367218 (0.13290372490882876) | > loss_disc_real_1: 0.1764003187417984 (0.1922498561587988) | > loss_disc_real_2: 0.20075955986976624 (0.20053556473816142) | > loss_disc_real_3: 0.19158002734184265 (0.20260510023902445) | > loss_disc_real_4: 0.17220771312713623 (0.20391430866484547) | > loss_disc_real_5: 0.19151385128498077 (0.20472143911847882) | > loss_0: 2.194209337234497 (2.235147672541001) | > grad_norm_0: tensor(28.9014, device='cuda:0') (tensor(35.2743, device='cuda:0')) | > loss_gen: 2.7342708110809326 (2.7270260277916405) | > loss_kl: 2.2978997230529785 (2.1324580557206096) | > loss_feat: 8.322956085205078 (8.314533738528983) | > loss_mel: 14.375893592834473 (14.872660449906892) | > loss_duration: 1.6232309341430664 (1.5967384997536154) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.354251861572266 (29.643416797413547) | > grad_norm_1: tensor(847.4236, device='cuda:0') (tensor(604.9183, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.9202 (0.9206389632879519) | > loader_time: 0.0099 (0.011053908104990042)  --> TIME: 2025-02-21 08:02:37 -- STEP: 101/924 -- GLOBAL_STEP: 197500 | > loss_disc: 2.413074016571045 (2.2409664734755417) | > loss_disc_real_0: 0.26137569546699524 (0.13724840594695345) | > loss_disc_real_1: 0.23532742261886597 (0.1925599591271712) | > loss_disc_real_2: 0.2187439650297165 (0.20103304781536063) | > loss_disc_real_3: 0.20448672771453857 (0.20387616473259312) | > loss_disc_real_4: 0.23524175584316254 (0.20378577133806625) | > loss_disc_real_5: 0.21726585924625397 (0.20285689284895905) | > loss_0: 2.413074016571045 (2.2409664734755417) | > grad_norm_0: tensor(66.0063, device='cuda:0') (tensor(43.1564, device='cuda:0')) | > loss_gen: 2.8186488151550293 (2.7527658986573185) | > loss_kl: 2.1218130588531494 (2.1295666741852735) | > loss_feat: 7.271181583404541 (8.31387693575113) | > loss_mel: 13.609624862670898 (14.869728220571385) | > loss_duration: 1.5936625003814697 (1.595977731270365) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.414932250976562 (29.66191541086329) | > grad_norm_1: tensor(803.0739, device='cuda:0') (tensor(702.4933, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.9586 (0.9199411538567873) | > loader_time: 0.0154 (0.011188967393176395)  --> TIME: 2025-02-21 08:03:24 -- STEP: 151/924 -- GLOBAL_STEP: 197550 | > loss_disc: 2.299975872039795 (2.245182948396695) | > loss_disc_real_0: 0.09475496411323547 (0.13526324357911457) | > loss_disc_real_1: 0.2048695683479309 (0.19199630164152737) | > loss_disc_real_2: 0.19535936415195465 (0.20214459665168993) | > loss_disc_real_3: 0.19540296494960785 (0.20355834135946066) | > loss_disc_real_4: 0.2067163735628128 (0.20446436906492477) | > loss_disc_real_5: 0.18904104828834534 (0.20476297106569172) | > loss_0: 2.299975872039795 (2.245182948396695) | > grad_norm_0: tensor(24.0365, device='cuda:0') (tensor(42.5020, device='cuda:0')) | > loss_gen: 2.6938397884368896 (2.7464619740745095) | > loss_kl: 2.0555737018585205 (2.136551747258926) | > loss_feat: 8.087389945983887 (8.348051538530562) | > loss_mel: 14.6300630569458 (14.927515794109825) | > loss_duration: 1.5736839771270752 (1.5963402647056324) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.040550231933594 (29.75492130052175) | > grad_norm_1: tensor(649.8616, device='cuda:0') (tensor(693.0487, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.9347 (0.9186003366053499) | > loader_time: 0.011 (0.011064155212301295)  --> TIME: 2025-02-21 08:04:10 -- STEP: 201/924 -- GLOBAL_STEP: 197600 | > loss_disc: 2.2359278202056885 (2.2432553044599075) | > loss_disc_real_0: 0.2854551076889038 (0.1341518487836888) | > loss_disc_real_1: 0.17369136214256287 (0.1921188370208835) | > loss_disc_real_2: 0.1960567682981491 (0.20189880301703267) | > loss_disc_real_3: 0.18322376906871796 (0.20427376091183722) | > loss_disc_real_4: 0.18507753312587738 (0.20461348507238272) | > loss_disc_real_5: 0.20491281151771545 (0.2047363620492356) | > loss_0: 2.2359278202056885 (2.2432553044599075) | > grad_norm_0: tensor(87.7380, device='cuda:0') (tensor(44.4691, device='cuda:0')) | > loss_gen: 2.9513118267059326 (2.756134059298692) | > loss_kl: 2.1072142124176025 (2.124247179102543) | > loss_feat: 8.402179718017578 (8.359140251406386) | > loss_mel: 15.250589370727539 (14.955478687191484) | > loss_duration: 1.6288402080535889 (1.59377641345731) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.340133666992188 (29.788776483108748) | > grad_norm_1: tensor(969.5691, device='cuda:0') (tensor(728.9404, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.9412 (0.9191496965303942) | > loader_time: 0.0107 (0.011106571747888974)  --> TIME: 2025-02-21 08:04:58 -- STEP: 251/924 -- GLOBAL_STEP: 197650 | > loss_disc: 2.1642351150512695 (2.2427390115669517) | > loss_disc_real_0: 0.12964612245559692 (0.13435487320045544) | > loss_disc_real_1: 0.21233880519866943 (0.19196686089276319) | > loss_disc_real_2: 0.19462405145168304 (0.20159932905696779) | > loss_disc_real_3: 0.21459831297397614 (0.2044446445793745) | > loss_disc_real_4: 0.18627655506134033 (0.20464962602136624) | > loss_disc_real_5: 0.15455453097820282 (0.2043391187708691) | > loss_0: 2.1642351150512695 (2.2427390115669517) | > grad_norm_0: tensor(51.5943, device='cuda:0') (tensor(45.8918, device='cuda:0')) | > loss_gen: 2.7720422744750977 (2.76226955106059) | > loss_kl: 2.093549966812134 (2.1139400304551152) | > loss_feat: 9.186985969543457 (8.379812487568042) | > loss_mel: 15.505518913269043 (14.98979834446394) | > loss_duration: 1.591365098953247 (1.5950056157739034) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.149463653564453 (29.84082591296192) | > grad_norm_1: tensor(925.3782, device='cuda:0') (tensor(734.6333, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.8929 (0.921793326913598) | > loader_time: 0.0091 (0.011089660256982324)  --> TIME: 2025-02-21 08:05:45 -- STEP: 301/924 -- GLOBAL_STEP: 197700 | > loss_disc: 2.275780439376831 (2.2364980540798345) | > loss_disc_real_0: 0.2604731321334839 (0.13341158565344208) | > loss_disc_real_1: 0.17530012130737305 (0.19118349867999754) | > loss_disc_real_2: 0.2040376365184784 (0.20159778761309244) | > loss_disc_real_3: 0.21342836320400238 (0.20420875769120914) | > loss_disc_real_4: 0.23194289207458496 (0.20456114015309915) | > loss_disc_real_5: 0.17488853633403778 (0.20370257420595297) | > loss_0: 2.275780439376831 (2.2364980540798345) | > grad_norm_0: tensor(103.0255, device='cuda:0') (tensor(46.6795, device='cuda:0')) | > loss_gen: 2.8392868041992188 (2.7664666437231444) | > loss_kl: 2.212768077850342 (2.1143640002539006) | > loss_feat: 8.588665962219238 (8.391209247500397) | > loss_mel: 15.938093185424805 (14.992080802537279) | > loss_duration: 1.5858485698699951 (1.595279188647222) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.164661407470703 (29.859399751175282) | > grad_norm_1: tensor(1051.6941, device='cuda:0') (tensor(751.1017, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.9006 (0.921756002198026) | > loader_time: 0.0105 (0.01107281941512098)  --> TIME: 2025-02-21 08:06:32 -- STEP: 351/924 -- GLOBAL_STEP: 197750 | > loss_disc: 2.256180763244629 (2.234486529630133) | > loss_disc_real_0: 0.09765874594449997 (0.1338902864488443) | > loss_disc_real_1: 0.169259712100029 (0.19102102072320437) | > loss_disc_real_2: 0.2122209072113037 (0.2012783770377819) | > loss_disc_real_3: 0.21023502945899963 (0.2038674198324524) | > loss_disc_real_4: 0.2122640460729599 (0.20441268269832322) | > loss_disc_real_5: 0.23015280067920685 (0.20337107586554984) | > loss_0: 2.256180763244629 (2.234486529630133) | > grad_norm_0: tensor(35.3567, device='cuda:0') (tensor(46.9356, device='cuda:0')) | > loss_gen: 2.668794870376587 (2.7706948107803684) | > loss_kl: 1.968284010887146 (2.115399790625288) | > loss_feat: 7.489506721496582 (8.398450729174485) | > loss_mel: 14.132768630981445 (14.977075177380163) | > loss_duration: 1.569248914718628 (1.5954818474261503) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.828601837158203 (29.857102217497648) | > grad_norm_1: tensor(904.0552, device='cuda:0') (tensor(756.1721, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.9332 (0.9226051069732405) | > loader_time: 0.0113 (0.01111525144332494)  --> TIME: 2025-02-21 08:07:19 -- STEP: 401/924 -- GLOBAL_STEP: 197800 | > loss_disc: 2.1839890480041504 (2.2315877072531674) | > loss_disc_real_0: 0.12223547697067261 (0.1330996814399885) | > loss_disc_real_1: 0.17400003969669342 (0.1905575473781239) | > loss_disc_real_2: 0.17125123739242554 (0.20106092961203126) | > loss_disc_real_3: 0.17038211226463318 (0.2039324267769692) | > loss_disc_real_4: 0.18500091135501862 (0.20426383257804076) | > loss_disc_real_5: 0.14374200999736786 (0.20316245104012043) | > loss_0: 2.1839890480041504 (2.2315877072531674) | > grad_norm_0: tensor(27.6908, device='cuda:0') (tensor(46.9021, device='cuda:0')) | > loss_gen: 2.707324504852295 (2.77129061739344) | > loss_kl: 2.275386333465576 (2.117015782437123) | > loss_feat: 9.17087459564209 (8.41107353486325) | > loss_mel: 16.375743865966797 (14.972482208004616) | > loss_duration: 1.5603373050689697 (1.595998484892143) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.08966827392578 (29.867860527704483) | > grad_norm_1: tensor(468.5825, device='cuda:0') (tensor(759.7499, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.9175 (0.9223950022176615) | > loader_time: 0.0101 (0.011092353640054524)  --> TIME: 2025-02-21 08:08:05 -- STEP: 451/924 -- GLOBAL_STEP: 197850 | > loss_disc: 2.1233229637145996 (2.229365974202125) | > loss_disc_real_0: 0.1540832668542862 (0.13225640820756462) | > loss_disc_real_1: 0.2133256196975708 (0.19055367791467656) | > loss_disc_real_2: 0.18276336789131165 (0.20109421213027376) | > loss_disc_real_3: 0.1728355437517166 (0.20399466906973635) | > loss_disc_real_4: 0.22847652435302734 (0.20436566850034205) | > loss_disc_real_5: 0.21087290346622467 (0.20327146810597163) | > loss_0: 2.1233229637145996 (2.229365974202125) | > grad_norm_0: tensor(61.6487, device='cuda:0') (tensor(47.2950, device='cuda:0')) | > loss_gen: 3.0200679302215576 (2.77764946394115) | > loss_kl: 2.194075107574463 (2.121093003818573) | > loss_feat: 9.611153602600098 (8.439658457846974) | > loss_mel: 15.756674766540527 (14.986554412249715) | > loss_duration: 1.5658838748931885 (1.595338374178055) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.147857666015625 (29.920293609213143) | > grad_norm_1: tensor(1083.7402, device='cuda:0') (tensor(773.2665, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.9047 (0.9222152391717069) | > loader_time: 0.0095 (0.011064200602190984)  --> TIME: 2025-02-21 08:08:53 -- STEP: 501/924 -- GLOBAL_STEP: 197900 | > loss_disc: 2.0829997062683105 (2.2302214295088416) | > loss_disc_real_0: 0.08935301005840302 (0.1328601802359085) | > loss_disc_real_1: 0.16509664058685303 (0.1903573553897664) | > loss_disc_real_2: 0.19803960621356964 (0.20126355030460508) | > loss_disc_real_3: 0.20942209661006927 (0.2042762707034033) | > loss_disc_real_4: 0.2150009572505951 (0.2038600495356524) | > loss_disc_real_5: 0.21238763630390167 (0.20324495390146788) | > loss_0: 2.0829997062683105 (2.2302214295088416) | > grad_norm_0: tensor(29.8597, device='cuda:0') (tensor(47.0481, device='cuda:0')) | > loss_gen: 2.9603123664855957 (2.775527355437748) | > loss_kl: 1.784714937210083 (2.117166722606043) | > loss_feat: 9.606982231140137 (8.438717545149576) | > loss_mel: 15.105279922485352 (14.982740067198367) | > loss_duration: 1.5879203081130981 (1.5952168829188846) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.045209884643555 (29.909368488365068) | > grad_norm_1: tensor(894.6030, device='cuda:0') (tensor(768.8160, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.9313 (0.922798935286775) | > loader_time: 0.0112 (0.011064233894119717)  --> TIME: 2025-02-21 08:09:40 -- STEP: 551/924 -- GLOBAL_STEP: 197950 | > loss_disc: 2.10224986076355 (2.230452679030044) | > loss_disc_real_0: 0.1645749807357788 (0.1323873756720454) | > loss_disc_real_1: 0.167703777551651 (0.1900888305231794) | > loss_disc_real_2: 0.1937221884727478 (0.2014740233304496) | > loss_disc_real_3: 0.19053532183170319 (0.20433507700148165) | > loss_disc_real_4: 0.18127058446407318 (0.20409165928562845) | > loss_disc_real_5: 0.2065003514289856 (0.203315960381944) | > loss_0: 2.10224986076355 (2.230452679030044) | > grad_norm_0: tensor(80.4685, device='cuda:0') (tensor(47.7213, device='cuda:0')) | > loss_gen: 2.9834070205688477 (2.7770475899891953) | > loss_kl: 2.2334423065185547 (2.1153844912991127) | > loss_feat: 9.526269912719727 (8.444785581959145) | > loss_mel: 16.306713104248047 (14.997023705345748) | > loss_duration: 1.5576726198196411 (1.59541385554575) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.607505798339844 (29.929655175460013) | > grad_norm_1: tensor(1087.6780, device='cuda:0') (tensor(776.4125, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.9079 (0.9232371186604302) | > loader_time: 0.0104 (0.011074827284215796)  --> TIME: 2025-02-21 08:10:27 -- STEP: 601/924 -- GLOBAL_STEP: 198000 | > loss_disc: 2.2936246395111084 (2.2297568277590694) | > loss_disc_real_0: 0.09951090812683105 (0.13156912455369366) | > loss_disc_real_1: 0.18484078347682953 (0.19012722137466245) | > loss_disc_real_2: 0.19059871137142181 (0.20166864433324272) | > loss_disc_real_3: 0.1766037493944168 (0.20446670395066457) | > loss_disc_real_4: 0.2019345611333847 (0.20412930258597778) | > loss_disc_real_5: 0.21028846502304077 (0.20319163878626523) | > loss_0: 2.2936246395111084 (2.2297568277590694) | > grad_norm_0: tensor(24.7429, device='cuda:0') (tensor(48.0154, device='cuda:0')) | > loss_gen: 2.6212527751922607 (2.7798624756728976) | > loss_kl: 1.9400553703308105 (2.112916175220255) | > loss_feat: 7.492153644561768 (8.4533527091815) | > loss_mel: 14.011028289794922 (14.99648865209443) | > loss_duration: 1.6167430877685547 (1.595099536432403) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.681232452392578 (29.937719516468523) | > grad_norm_1: tensor(852.7123, device='cuda:0') (tensor(785.3307, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.9336 (0.9230963862477842) | > loader_time: 0.011 (0.011066560538953631) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_198000.pth  --> TIME: 2025-02-21 08:11:16 -- STEP: 651/924 -- GLOBAL_STEP: 198050 | > loss_disc: 2.275845527648926 (2.22698755271607) | > loss_disc_real_0: 0.13090695440769196 (0.1313815642028086) | > loss_disc_real_1: 0.17900903522968292 (0.18984114968099158) | > loss_disc_real_2: 0.1978750079870224 (0.2013108032639673) | > loss_disc_real_3: 0.1851184070110321 (0.2044543243040504) | > loss_disc_real_4: 0.24337951838970184 (0.2039584472615231) | > loss_disc_real_5: 0.21707160770893097 (0.20290482270827503) | > loss_0: 2.275845527648926 (2.22698755271607) | > grad_norm_0: tensor(19.2685, device='cuda:0') (tensor(48.1306, device='cuda:0')) | > loss_gen: 2.8353171348571777 (2.7853218073486015) | > loss_kl: 2.163734197616577 (2.114576445746532) | > loss_feat: 8.362787246704102 (8.46795693630447) | > loss_mel: 14.784099578857422 (14.993066597277851) | > loss_duration: 1.587687373161316 (1.594799038635055) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.733625411987305 (29.95572079308388) | > grad_norm_1: tensor(113.4342, device='cuda:0') (tensor(790.1384, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.9387 (0.9232273347183675) | > loader_time: 0.0113 (0.011062527581843366)  --> TIME: 2025-02-21 08:12:03 -- STEP: 701/924 -- GLOBAL_STEP: 198100 | > loss_disc: 2.2558910846710205 (2.2266875224854914) | > loss_disc_real_0: 0.1740182340145111 (0.13155253019486796) | > loss_disc_real_1: 0.2026488184928894 (0.18955357075162682) | > loss_disc_real_2: 0.21408012509346008 (0.20136965103394278) | > loss_disc_real_3: 0.21382777392864227 (0.20457532247276006) | > loss_disc_real_4: 0.21480844914913177 (0.20383610439283523) | > loss_disc_real_5: 0.21786676347255707 (0.20301152838024716) | > loss_0: 2.2558910846710205 (2.2266875224854914) | > grad_norm_0: tensor(87.1625, device='cuda:0') (tensor(47.4928, device='cuda:0')) | > loss_gen: 2.6896884441375732 (2.781876853461272) | > loss_kl: 2.078422784805298 (2.1149439423978764) | > loss_feat: 7.462888717651367 (8.465690688978082) | > loss_mel: 13.5668306350708 (14.99155175838933) | > loss_duration: 1.5507994890213013 (1.5948351293419638) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.348630905151367 (29.948898348080448) | > grad_norm_1: tensor(889.7862, device='cuda:0') (tensor(775.5723, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.9165 (0.9235437766631559) | > loader_time: 0.0104 (0.011055980701419327)  --> TIME: 2025-02-21 08:12:50 -- STEP: 751/924 -- GLOBAL_STEP: 198150 | > loss_disc: 2.250870704650879 (2.2280237842971276) | > loss_disc_real_0: 0.13189736008644104 (0.13145599556905785) | > loss_disc_real_1: 0.21114279329776764 (0.18953916716194652) | > loss_disc_real_2: 0.1920882612466812 (0.2014271596697134) | > loss_disc_real_3: 0.19101859629154205 (0.20484828159272592) | > loss_disc_real_4: 0.21125786006450653 (0.20401044465730409) | > loss_disc_real_5: 0.20636773109436035 (0.2034289188454854) | > loss_0: 2.250870704650879 (2.2280237842971276) | > grad_norm_0: tensor(54.0351, device='cuda:0') (tensor(47.8234, device='cuda:0')) | > loss_gen: 2.5976595878601074 (2.7835070461471307) | > loss_kl: 1.969291090965271 (2.1151476347652807) | > loss_feat: 7.997565269470215 (8.472319262005518) | > loss_mel: 14.52168083190918 (14.993830268138575) | > loss_duration: 1.6117764711380005 (1.5947916083900973) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.697973251342773 (29.959595785636242) | > grad_norm_1: tensor(809.6362, device='cuda:0') (tensor(776.9177, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.9092 (0.9237516478755663) | > loader_time: 0.0109 (0.011080806328358254)  --> TIME: 2025-02-21 08:13:37 -- STEP: 801/924 -- GLOBAL_STEP: 198200 | > loss_disc: 2.2237021923065186 (2.228962722640212) | > loss_disc_real_0: 0.1291874349117279 (0.13179530344726748) | > loss_disc_real_1: 0.19092169404029846 (0.1893680495455321) | > loss_disc_real_2: 0.18856269121170044 (0.20127715373158292) | > loss_disc_real_3: 0.22209036350250244 (0.20516350093331379) | > loss_disc_real_4: 0.18707238137722015 (0.20419538553139088) | > loss_disc_real_5: 0.23591525852680206 (0.2034876538015038) | > loss_0: 2.2237021923065186 (2.228962722640212) | > grad_norm_0: tensor(47.8994, device='cuda:0') (tensor(47.8561, device='cuda:0')) | > loss_gen: 2.7557544708251953 (2.781259523646514) | > loss_kl: 2.1568336486816406 (2.114616889483327) | > loss_feat: 9.036598205566406 (8.46438722693816) | > loss_mel: 15.305068016052246 (14.994278616077743) | > loss_duration: 1.60004723072052 (1.5950933121860997) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.85430335998535 (29.94963555687227) | > grad_norm_1: tensor(970.7992, device='cuda:0') (tensor(774.9371, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.8776 (0.9232882322294734) | > loader_time: 0.0105 (0.01107243146193906)  --> TIME: 2025-02-21 08:14:23 -- STEP: 851/924 -- GLOBAL_STEP: 198250 | > loss_disc: 2.1934280395507812 (2.2303496625812893) | > loss_disc_real_0: 0.07278228551149368 (0.13244853762320996) | > loss_disc_real_1: 0.1904686540365219 (0.18944494163597786) | > loss_disc_real_2: 0.1775456666946411 (0.20136716748236475) | > loss_disc_real_3: 0.2615410387516022 (0.20528103827939892) | > loss_disc_real_4: 0.225661501288414 (0.20438342034536572) | > loss_disc_real_5: 0.20201726257801056 (0.20343879570902174) | > loss_0: 2.1934280395507812 (2.2303496625812893) | > grad_norm_0: tensor(39.1983, device='cuda:0') (tensor(48.1447, device='cuda:0')) | > loss_gen: 2.670931339263916 (2.782855553576586) | > loss_kl: 1.9104710817337036 (2.1148493016788756) | > loss_feat: 8.419041633605957 (8.467689402095019) | > loss_mel: 14.584503173828125 (14.998514599021258) | > loss_duration: 1.6166599988937378 (1.594906752734291) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.20160675048828 (29.958815591455767) | > grad_norm_1: tensor(884.0148, device='cuda:0') (tensor(777.4172, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.8896 (0.9227129914365562) | > loader_time: 0.0105 (0.011067074418208018)  --> TIME: 2025-02-21 08:15:10 -- STEP: 901/924 -- GLOBAL_STEP: 198300 | > loss_disc: 2.2593653202056885 (2.2298361063003576) | > loss_disc_real_0: 0.1804518848657608 (0.13222953135542542) | > loss_disc_real_1: 0.19987483322620392 (0.18927048967032792) | > loss_disc_real_2: 0.2009686827659607 (0.20120945758083936) | > loss_disc_real_3: 0.19376304745674133 (0.20519431330652269) | > loss_disc_real_4: 0.17604762315750122 (0.20436412831985454) | > loss_disc_real_5: 0.19469349086284637 (0.20357877522144688) | > loss_0: 2.2593653202056885 (2.2298361063003576) | > grad_norm_0: tensor(70.6082, device='cuda:0') (tensor(47.3189, device='cuda:0')) | > loss_gen: 2.982588291168213 (2.7806680824330603) | > loss_kl: 2.1895911693573 (2.11580070988849) | > loss_feat: 8.76028060913086 (8.471474016678581) | > loss_mel: 15.83003044128418 (15.006885096711933) | > loss_duration: 1.6018834114074707 (1.59488295040173) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.3643741607666 (29.96971082740301) | > grad_norm_1: tensor(981.3522, device='cuda:0') (tensor(766.0244, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.9187 (0.922020284767024) | > loader_time: 0.011 (0.011086355435861471)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5813519954681396 (2.5813519954681396) | > loss_disc_real_0: 0.2375352680683136 (0.2375352680683136) | > loss_disc_real_1: 0.20412778854370117 (0.20412778854370117) | > loss_disc_real_2: 0.2525629997253418 (0.2525629997253418) | > loss_disc_real_3: 0.25667837262153625 (0.25667837262153625) | > loss_disc_real_4: 0.2964590787887573 (0.2964590787887573) | > loss_disc_real_5: 0.2247675657272339 (0.2247675657272339) | > loss_0: 2.5813519954681396 (2.5813519954681396) | > loss_gen: 2.507333755493164 (2.507333755493164) | > loss_kl: 2.008533000946045 (2.008533000946045) | > loss_feat: 6.371486663818359 (6.371486663818359) | > loss_mel: 12.198102951049805 (12.198102951049805) | > loss_duration: 1.6938581466674805 (1.6938581466674805) | > loss_1: 24.779315948486328 (24.779315948486328)  --> STEP: 1 | > loss_disc: 2.520094871520996 (2.520094871520996) | > loss_disc_real_0: 0.23578248918056488 (0.23578248918056488) | > loss_disc_real_1: 0.17985281348228455 (0.17985281348228455) | > loss_disc_real_2: 0.2537664473056793 (0.2537664473056793) | > loss_disc_real_3: 0.24639570713043213 (0.24639570713043213) | > loss_disc_real_4: 0.2570422291755676 (0.2570422291755676) | > loss_disc_real_5: 0.2498386949300766 (0.2498386949300766) | > loss_0: 2.520094871520996 (2.520094871520996) | > loss_gen: 2.526045560836792 (2.526045560836792) | > loss_kl: 2.0217268466949463 (2.0217268466949463) | > loss_feat: 7.529299736022949 (7.529299736022949) | > loss_mel: 13.338957786560059 (13.338957786560059) | > loss_duration: 1.6967142820358276 (1.6967142820358276) | > loss_1: 27.112743377685547 (27.112743377685547)  --> STEP: 2 | > loss_disc: 2.4327924251556396 (2.476443648338318) | > loss_disc_real_0: 0.19851800799369812 (0.2171502485871315) | > loss_disc_real_1: 0.19155356287956238 (0.18570318818092346) | > loss_disc_real_2: 0.2320181280374527 (0.242892287671566) | > loss_disc_real_3: 0.23526018857955933 (0.24082794785499573) | > loss_disc_real_4: 0.2963019907474518 (0.2766721099615097) | > loss_disc_real_5: 0.21034424006938934 (0.23009146749973297) | > loss_0: 2.4327924251556396 (2.476443648338318) | > loss_gen: 2.642972469329834 (2.584509015083313) | > loss_kl: 2.0517444610595703 (2.0367356538772583) | > loss_feat: 7.578980922698975 (7.554140329360962) | > loss_mel: 13.622918128967285 (13.480937957763672) | > loss_duration: 1.585585117340088 (1.6411496996879578) | > loss_1: 27.482200622558594 (27.29747200012207)  --> STEP: 3 | > loss_disc: 2.5457119941711426 (2.4995330969492593) | > loss_disc_real_0: 0.24440236389636993 (0.2262342870235443) | > loss_disc_real_1: 0.18143297731876373 (0.18427978456020355) | > loss_disc_real_2: 0.26571667194366455 (0.2505004157622655) | > loss_disc_real_3: 0.2561050057411194 (0.2459203004837036) | > loss_disc_real_4: 0.2991950809955597 (0.2841797669728597) | > loss_disc_real_5: 0.25342121720314026 (0.23786805073420206) | > loss_0: 2.5457119941711426 (2.4995330969492593) | > loss_gen: 2.5947537422180176 (2.5879239241282144) | > loss_kl: 2.0109167098999023 (2.0281293392181396) | > loss_feat: 6.176459312438965 (7.094913323720296) | > loss_mel: 12.069289207458496 (13.010388374328613) | > loss_duration: 1.6812537908554077 (1.6545177300771077) | > loss_1: 24.532670974731445 (26.375871658325195)  --> STEP: 4 | > loss_disc: 2.4967193603515625 (2.498829662799835) | > loss_disc_real_0: 0.22609016299247742 (0.2261982560157776) | > loss_disc_real_1: 0.19303900003433228 (0.18646958842873573) | > loss_disc_real_2: 0.23522824048995972 (0.24668237194418907) | > loss_disc_real_3: 0.2243582159280777 (0.24052977934479713) | > loss_disc_real_4: 0.2620399594306946 (0.2786448150873184) | > loss_disc_real_5: 0.2514169216156006 (0.2412552684545517) | > loss_0: 2.4967193603515625 (2.498829662799835) | > loss_gen: 2.5120441913604736 (2.5689539909362793) | > loss_kl: 1.9636385440826416 (2.012006640434265) | > loss_feat: 6.745574951171875 (7.007578730583191) | > loss_mel: 12.573203086853027 (12.901092052459717) | > loss_duration: 1.7795960903167725 (1.685787320137024) | > loss_1: 25.574058532714844 (26.175418376922607)  --> STEP: 5 | > loss_disc: 2.3455371856689453 (2.468171167373657) | > loss_disc_real_0: 0.1411963403224945 (0.20919787287712097) | > loss_disc_real_1: 0.2782011926174164 (0.20481590926647186) | > loss_disc_real_2: 0.2542082965373993 (0.24818755686283112) | > loss_disc_real_3: 0.29370981454849243 (0.2511657863855362) | > loss_disc_real_4: 0.35429856181144714 (0.29377556443214414) | > loss_disc_real_5: 0.23359964787960052 (0.23972414433956146) | > loss_0: 2.3455371856689453 (2.468171167373657) | > loss_gen: 3.3467068672180176 (2.724504566192627) | > loss_kl: 1.616416096687317 (1.9328885316848754) | > loss_feat: 8.88217830657959 (7.382498645782471) | > loss_mel: 17.08823585510254 (13.73852081298828) | > loss_duration: 1.5650520324707031 (1.6616402626037599) | > loss_1: 32.49858856201172 (27.44005241394043) --> EVAL PERFORMANCE | > avg_loader_time: 0.15412640571594238 (-0.0017240047454833984) | > avg_loss_disc: 2.468171167373657 (-0.019590091705322443) | > avg_loss_disc_real_0: 0.20919787287712097 (-0.07750157713890074) | > avg_loss_disc_real_1: 0.20481590926647186 (-0.003804418444633473) | > avg_loss_disc_real_2: 0.24818755686283112 (-0.001040455698966991) | > avg_loss_disc_real_3: 0.2511657863855362 (-0.013087600469589233) | > avg_loss_disc_real_4: 0.29377556443214414 (+0.053005293011665316) | > avg_loss_disc_real_5: 0.23972414433956146 (-0.027288562059402444) | > avg_loss_0: 2.468171167373657 (-0.019590091705322443) | > avg_loss_gen: 2.724504566192627 (-0.31288800239562997) | > avg_loss_kl: 1.9328885316848754 (-0.029367136955261275) | > avg_loss_feat: 7.382498645782471 (-0.14100761413574148) | > avg_loss_mel: 13.73852081298828 (-0.24337825775146626) | > avg_loss_duration: 1.6616402626037599 (+0.011723804473876998) | > avg_loss_1: 27.44005241394043 (-0.7149185180664084)  > EPOCH: 165/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 08:15:39)   --> TIME: 2025-02-21 08:16:07 -- STEP: 27/924 -- GLOBAL_STEP: 198350 | > loss_disc: 2.3038718700408936 (2.257957564459906) | > loss_disc_real_0: 0.09942837804555893 (0.13098787461166025) | > loss_disc_real_1: 0.17889945209026337 (0.18950306706958348) | > loss_disc_real_2: 0.2097625881433487 (0.20312523345152536) | > loss_disc_real_3: 0.19391092658042908 (0.20726697588408435) | > loss_disc_real_4: 0.2369709461927414 (0.20821485475257592) | > loss_disc_real_5: 0.22767196595668793 (0.20616809527079263) | > loss_0: 2.3038718700408936 (2.257957564459906) | > grad_norm_0: tensor(48.9195, device='cuda:0') (tensor(50.8456, device='cuda:0')) | > loss_gen: 2.6174583435058594 (2.740988528286969) | > loss_kl: 2.140089988708496 (2.035698528643007) | > loss_feat: 8.242087364196777 (8.330991639031303) | > loss_mel: 15.360953330993652 (15.012789690936053) | > loss_duration: 1.6808289289474487 (1.5936988592147827) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.04141616821289 (29.71416727701823) | > grad_norm_1: tensor(494.6553, device='cuda:0') (tensor(682.2737, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.9021 (0.9207104665261728) | > loader_time: 0.0103 (0.010848813586764865)  --> TIME: 2025-02-21 08:16:54 -- STEP: 77/924 -- GLOBAL_STEP: 198400 | > loss_disc: 2.3668270111083984 (2.2550881373417835) | > loss_disc_real_0: 0.1524703949689865 (0.13600200424333672) | > loss_disc_real_1: 0.19417135417461395 (0.19042829298353817) | > loss_disc_real_2: 0.21044676005840302 (0.20098825727964376) | > loss_disc_real_3: 0.26699116826057434 (0.20881908667552007) | > loss_disc_real_4: 0.2328418642282486 (0.20818888831448246) | > loss_disc_real_5: 0.2976126968860626 (0.20594545966619024) | > loss_0: 2.3668270111083984 (2.2550881373417835) | > grad_norm_0: tensor(79.3785, device='cuda:0') (tensor(52.2747, device='cuda:0')) | > loss_gen: 2.797208309173584 (2.773414639683513) | > loss_kl: 2.1675353050231934 (2.0825452649748164) | > loss_feat: 8.447769165039062 (8.296052610719359) | > loss_mel: 15.282368659973145 (15.013649655626965) | > loss_duration: 1.5499770641326904 (1.596180517952163) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.24485969543457 (29.761842925827224) | > grad_norm_1: tensor(839.7075, device='cuda:0') (tensor(768.6393, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.9162 (0.9235287393842425) | > loader_time: 0.0112 (0.0112349120053378)  --> TIME: 2025-02-21 08:17:41 -- STEP: 127/924 -- GLOBAL_STEP: 198450 | > loss_disc: 2.2869062423706055 (2.249268306521918) | > loss_disc_real_0: 0.07510119676589966 (0.1330632497299844) | > loss_disc_real_1: 0.22692137956619263 (0.19074255767769702) | > loss_disc_real_2: 0.20065630972385406 (0.2019866227399646) | > loss_disc_real_3: 0.2054106593132019 (0.20648554378137815) | > loss_disc_real_4: 0.19943468272686005 (0.2074065683629569) | > loss_disc_real_5: 0.20928774774074554 (0.20642805087754107) | > loss_0: 2.2869062423706055 (2.249268306521918) | > grad_norm_0: tensor(30.2137, device='cuda:0') (tensor(51.0919, device='cuda:0')) | > loss_gen: 2.622669219970703 (2.7753160675679607) | > loss_kl: 2.1367061138153076 (2.088370572863601) | > loss_feat: 7.854053974151611 (8.363834985597855) | > loss_mel: 15.47663402557373 (14.998515662245863) | > loss_duration: 1.5820144414901733 (1.5952373376981477) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.672077178955078 (29.821274779912994) | > grad_norm_1: tensor(854.0479, device='cuda:0') (tensor(766.5033, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.8719 (0.9229792966617374) | > loader_time: 0.0087 (0.01104821745804914)  --> TIME: 2025-02-21 08:18:28 -- STEP: 177/924 -- GLOBAL_STEP: 198500 | > loss_disc: 2.09092116355896 (2.239982366561889) | > loss_disc_real_0: 0.10488536953926086 (0.12999117359687368) | > loss_disc_real_1: 0.17582125961780548 (0.19025255268239702) | > loss_disc_real_2: 0.18529151380062103 (0.20157834811735958) | > loss_disc_real_3: 0.19322966039180756 (0.2063400282361413) | > loss_disc_real_4: 0.2302817404270172 (0.20610205980680749) | > loss_disc_real_5: 0.18781127035617828 (0.20639066284490845) | > loss_0: 2.09092116355896 (2.239982366561889) | > grad_norm_0: tensor(59.1920, device='cuda:0') (tensor(51.3968, device='cuda:0')) | > loss_gen: 2.9622738361358643 (2.7761585187103774) | > loss_kl: 2.205749750137329 (2.097711008820829) | > loss_feat: 8.575949668884277 (8.40289914675351) | > loss_mel: 15.668818473815918 (15.046865156141378) | > loss_duration: 1.607153296470642 (1.5951005368582942) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.01994514465332 (29.918734512760143) | > grad_norm_1: tensor(904.1108, device='cuda:0') (tensor(770.2840, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.8873 (0.9239451198254601) | > loader_time: 0.0123 (0.011086562259049065)  --> TIME: 2025-02-21 08:19:15 -- STEP: 227/924 -- GLOBAL_STEP: 198550 | > loss_disc: 2.2487423419952393 (2.2436746280098814) | > loss_disc_real_0: 0.1641736477613449 (0.13212642552831605) | > loss_disc_real_1: 0.17874369025230408 (0.19043900886558748) | > loss_disc_real_2: 0.20519979298114777 (0.2025645606318234) | > loss_disc_real_3: 0.2004532516002655 (0.2066321811486971) | > loss_disc_real_4: 0.23875510692596436 (0.20622562600652547) | > loss_disc_real_5: 0.2327732890844345 (0.20597916155528392) | > loss_0: 2.2487423419952393 (2.2436746280098814) | > grad_norm_0: tensor(70.2517, device='cuda:0') (tensor(52.1470, device='cuda:0')) | > loss_gen: 2.7820143699645996 (2.7744739643802716) | > loss_kl: 1.9742825031280518 (2.1002926170038223) | > loss_feat: 8.207019805908203 (8.389361347921087) | > loss_mel: 14.958855628967285 (15.015599784346929) | > loss_duration: 1.6108121871948242 (1.5956411640024393) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.53298568725586 (29.87536900894232) | > grad_norm_1: tensor(738.2620, device='cuda:0') (tensor(778.7571, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.9124 (0.924822249601591) | > loader_time: 0.0149 (0.011076415687930741)  --> TIME: 2025-02-21 08:20:02 -- STEP: 277/924 -- GLOBAL_STEP: 198600 | > loss_disc: 2.217392683029175 (2.238836810907303) | > loss_disc_real_0: 0.1438053697347641 (0.1308658794375531) | > loss_disc_real_1: 0.21571093797683716 (0.19047844001102096) | > loss_disc_real_2: 0.1866089254617691 (0.20173605335103043) | > loss_disc_real_3: 0.2156396210193634 (0.2061625045021519) | > loss_disc_real_4: 0.22561900317668915 (0.20572901831852392) | > loss_disc_real_5: 0.22787393629550934 (0.20594876329498601) | > loss_0: 2.217392683029175 (2.238836810907303) | > grad_norm_0: tensor(50.8525, device='cuda:0') (tensor(51.1501, device='cuda:0')) | > loss_gen: 2.7148349285125732 (2.7735529565639006) | > loss_kl: 2.3225696086883545 (2.0973793152006954) | > loss_feat: 8.1133394241333 (8.40527216536043) | > loss_mel: 15.049150466918945 (15.02682410766932) | > loss_duration: 1.5756902694702148 (1.5967047657777251) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.775585174560547 (29.899733443552837) | > grad_norm_1: tensor(814.9981, device='cuda:0') (tensor(770.5787, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.9594 (0.9239852437043449) | > loader_time: 0.0118 (0.011078154567346676)  --> TIME: 2025-02-21 08:20:49 -- STEP: 327/924 -- GLOBAL_STEP: 198650 | > loss_disc: 2.1343884468078613 (2.235479221431487) | > loss_disc_real_0: 0.09515997022390366 (0.13113685329345) | > loss_disc_real_1: 0.19947867095470428 (0.190063506319253) | > loss_disc_real_2: 0.16565583646297455 (0.20161797434364975) | > loss_disc_real_3: 0.20540204644203186 (0.20559480512907755) | > loss_disc_real_4: 0.20185495913028717 (0.2052809451607024) | > loss_disc_real_5: 0.17189651727676392 (0.20515927360236463) | > loss_0: 2.1343884468078613 (2.235479221431487) | > grad_norm_0: tensor(54.9811, device='cuda:0') (tensor(51.4146, device='cuda:0')) | > loss_gen: 2.8724799156188965 (2.7796792327810866) | > loss_kl: 2.2021701335906982 (2.095617397844973) | > loss_feat: 9.536883354187012 (8.43155352274577) | > loss_mel: 15.762454986572266 (15.042674767497118) | > loss_duration: 1.6347490549087524 (1.5960087575679158) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.00873947143555 (29.945533764107147) | > grad_norm_1: tensor(1026.0939, device='cuda:0') (tensor(785.5972, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.9391 (0.9235971586419902) | > loader_time: 0.0138 (0.011115287786594586)  --> TIME: 2025-02-21 08:21:36 -- STEP: 377/924 -- GLOBAL_STEP: 198700 | > loss_disc: 2.125589370727539 (2.234339565433937) | > loss_disc_real_0: 0.09746255725622177 (0.1309052365943194) | > loss_disc_real_1: 0.18018224835395813 (0.18993724052564528) | > loss_disc_real_2: 0.2171998769044876 (0.20168680549458412) | > loss_disc_real_3: 0.192386195063591 (0.20564423576590243) | > loss_disc_real_4: 0.1867019087076187 (0.20505625112303363) | > loss_disc_real_5: 0.21420122683048248 (0.20532257896440415) | > loss_0: 2.125589370727539 (2.234339565433937) | > grad_norm_0: tensor(37.1870, device='cuda:0') (tensor(50.5713, device='cuda:0')) | > loss_gen: 2.754732370376587 (2.77850343061695) | > loss_kl: 2.008648633956909 (2.0924613086867403) | > loss_feat: 8.588332176208496 (8.432013645728647) | > loss_mel: 14.652799606323242 (15.019287979571192) | > loss_duration: 1.5812726020812988 (1.595777549541281) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.585784912109375 (29.91804398149647) | > grad_norm_1: tensor(884.1635, device='cuda:0') (tensor(781.0175, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.9248 (0.923485724932319) | > loader_time: 0.0103 (0.01111013882988644)  --> TIME: 2025-02-21 08:22:23 -- STEP: 427/924 -- GLOBAL_STEP: 198750 | > loss_disc: 2.3272016048431396 (2.2337242373258785) | > loss_disc_real_0: 0.16853171586990356 (0.1310727474491265) | > loss_disc_real_1: 0.2049792855978012 (0.18977190780974657) | > loss_disc_real_2: 0.16632238030433655 (0.2015163880670377) | > loss_disc_real_3: 0.203924760222435 (0.20562001835964888) | > loss_disc_real_4: 0.18655790388584137 (0.20487239635800303) | > loss_disc_real_5: 0.20981232821941376 (0.20508241836653382) | > loss_0: 2.3272016048431396 (2.2337242373258785) | > grad_norm_0: tensor(70.2883, device='cuda:0') (tensor(50.2110, device='cuda:0')) | > loss_gen: 2.559389114379883 (2.77522553716387) | > loss_kl: 2.0581400394439697 (2.0904945230037333) | > loss_feat: 7.974812984466553 (8.414894652310805) | > loss_mel: 13.34335708618164 (15.012130301785971) | > loss_duration: 1.5860934257507324 (1.5958125680615245) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.521793365478516 (29.88855766189182) | > grad_norm_1: tensor(935.1996, device='cuda:0') (tensor(779.5513, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.9222 (0.9237670088819374) | > loader_time: 0.0138 (0.01111373019162609)  --> TIME: 2025-02-21 08:23:10 -- STEP: 477/924 -- GLOBAL_STEP: 198800 | > loss_disc: 2.314063549041748 (2.236275921827593) | > loss_disc_real_0: 0.09278053790330887 (0.1315686904221959) | > loss_disc_real_1: 0.19453728199005127 (0.18984893607893324) | > loss_disc_real_2: 0.19552920758724213 (0.20193906284603177) | > loss_disc_real_3: 0.2132827341556549 (0.20574572988526132) | > loss_disc_real_4: 0.19250454008579254 (0.20486691016196198) | > loss_disc_real_5: 0.20427100360393524 (0.2048482535176557) | > loss_0: 2.314063549041748 (2.236275921827593) | > grad_norm_0: tensor(27.3630, device='cuda:0') (tensor(50.1222, device='cuda:0')) | > loss_gen: 2.462299108505249 (2.774054546276228) | > loss_kl: 2.0782365798950195 (2.086109067658959) | > loss_feat: 7.562347412109375 (8.402568564225044) | > loss_mel: 13.531194686889648 (14.996703501767332) | > loss_duration: 1.5504310131072998 (1.595462127051763) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.18450927734375 (29.8548978969486) | > grad_norm_1: tensor(553.8247, device='cuda:0') (tensor(781.4611, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.9045 (0.9251656742215907) | > loader_time: 0.0105 (0.011090101186084547)  --> TIME: 2025-02-21 08:23:57 -- STEP: 527/924 -- GLOBAL_STEP: 198850 | > loss_disc: 2.304692506790161 (2.2371051044572696) | > loss_disc_real_0: 0.10295720398426056 (0.13157661096590506) | > loss_disc_real_1: 0.18270260095596313 (0.18969728123304735) | > loss_disc_real_2: 0.2185559868812561 (0.20208744241006002) | > loss_disc_real_3: 0.19171373546123505 (0.2058074252937958) | > loss_disc_real_4: 0.19503727555274963 (0.2052044235947462) | > loss_disc_real_5: 0.22695380449295044 (0.2047438632124289) | > loss_0: 2.304692506790161 (2.2371051044572696) | > grad_norm_0: tensor(51.8467, device='cuda:0') (tensor(50.0477, device='cuda:0')) | > loss_gen: 2.7752413749694824 (2.773212678970829) | > loss_kl: 2.031719207763672 (2.0854174803511247) | > loss_feat: 8.03844928741455 (8.407322600399068) | > loss_mel: 14.472951889038086 (15.000624937169691) | > loss_duration: 1.5837959051132202 (1.5954702314434737) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.902158737182617 (29.862047998909706) | > grad_norm_1: tensor(655.6481, device='cuda:0') (tensor(787.8444, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.9298 (0.9247888478201299) | > loader_time: 0.0134 (0.01111636351815211)  --> TIME: 2025-02-21 08:24:44 -- STEP: 577/924 -- GLOBAL_STEP: 198900 | > loss_disc: 2.1570630073547363 (2.2357265833552225) | > loss_disc_real_0: 0.09986372292041779 (0.1310567603457841) | > loss_disc_real_1: 0.18321716785430908 (0.18953527280321553) | > loss_disc_real_2: 0.23687048256397247 (0.20236600447362166) | > loss_disc_real_3: 0.16589367389678955 (0.2056262340764653) | > loss_disc_real_4: 0.2278907299041748 (0.2052460405814172) | > loss_disc_real_5: 0.18555128574371338 (0.2046241880986885) | > loss_0: 2.1570630073547363 (2.2357265833552225) | > grad_norm_0: tensor(38.9804, device='cuda:0') (tensor(50.1024, device='cuda:0')) | > loss_gen: 2.8682823181152344 (2.7731774444183412) | > loss_kl: 2.224417209625244 (2.0855400851529016) | > loss_feat: 8.950067520141602 (8.413577057459941) | > loss_mel: 16.137409210205078 (14.984210215986705) | > loss_duration: 1.6015386581420898 (1.5955316001868944) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.781715393066406 (29.852036464565547) | > grad_norm_1: tensor(1184.3621, device='cuda:0') (tensor(790.9288, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.9341 (0.9252257198353572) | > loader_time: 0.0097 (0.011111990831133815)  --> TIME: 2025-02-21 08:25:31 -- STEP: 627/924 -- GLOBAL_STEP: 198950 | > loss_disc: 2.2423107624053955 (2.233391619945449) | > loss_disc_real_0: 0.08350042253732681 (0.1306138962828086) | > loss_disc_real_1: 0.2119288444519043 (0.18928126527361883) | > loss_disc_real_2: 0.22255656123161316 (0.2023240655090249) | > loss_disc_real_3: 0.20758222043514252 (0.20568092317102069) | > loss_disc_real_4: 0.19184616208076477 (0.20507695177715538) | > loss_disc_real_5: 0.20378004014492035 (0.204272942786867) | > loss_0: 2.2423107624053955 (2.233391619945449) | > grad_norm_0: tensor(28.4274, device='cuda:0') (tensor(50.3106, device='cuda:0')) | > loss_gen: 2.693028688430786 (2.7772530809734066) | > loss_kl: 2.188532829284668 (2.0858771675511405) | > loss_feat: 8.431988716125488 (8.430747999528938) | > loss_mel: 14.666319847106934 (14.987619727041922) | > loss_duration: 1.5872423648834229 (1.5952896412099566) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.567113876342773 (29.876787669350655) | > grad_norm_1: tensor(807.0893, device='cuda:0') (tensor(798.8590, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.9232 (0.9252562123622619) | > loader_time: 0.0126 (0.011130591518761064)  --> TIME: 2025-02-21 08:26:18 -- STEP: 677/924 -- GLOBAL_STEP: 199000 | > loss_disc: 2.238211154937744 (2.2319664363494818) | > loss_disc_real_0: 0.11813093721866608 (0.1304242608125047) | > loss_disc_real_1: 0.1787731796503067 (0.18917680587867144) | > loss_disc_real_2: 0.2098310887813568 (0.20196751330152388) | > loss_disc_real_3: 0.1826830357313156 (0.20556736980706594) | > loss_disc_real_4: 0.1978236883878708 (0.20489511974541075) | > loss_disc_real_5: 0.18649625778198242 (0.204461375853952) | > loss_0: 2.238211154937744 (2.2319664363494818) | > grad_norm_0: tensor(27.7017, device='cuda:0') (tensor(49.9897, device='cuda:0')) | > loss_gen: 2.6997053623199463 (2.7775651235876277) | > loss_kl: 2.150526523590088 (2.0844372146414853) | > loss_feat: 8.19877815246582 (8.435389387730828) | > loss_mel: 14.206467628479004 (14.986601691478464) | > loss_duration: 1.595392107963562 (1.5948484042546598) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.850868225097656 (29.87884185937518) | > grad_norm_1: tensor(906.1401, device='cuda:0') (tensor(796.4534, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.9358 (0.9248831870812959) | > loader_time: 0.0112 (0.011143079008274279) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_199000.pth  --> TIME: 2025-02-21 08:27:08 -- STEP: 727/924 -- GLOBAL_STEP: 199050 | > loss_disc: 2.2338099479675293 (2.234203499317824) | > loss_disc_real_0: 0.1427345722913742 (0.13105374735561) | > loss_disc_real_1: 0.19673274457454681 (0.1893450448896729) | > loss_disc_real_2: 0.22352956235408783 (0.2022395631634057) | > loss_disc_real_3: 0.22729167342185974 (0.20558436389146523) | > loss_disc_real_4: 0.2164357453584671 (0.20518335507365323) | > loss_disc_real_5: 0.21890728175640106 (0.2043331172086678) | > loss_0: 2.2338099479675293 (2.234203499317824) | > grad_norm_0: tensor(65.8977, device='cuda:0') (tensor(50.1136, device='cuda:0')) | > loss_gen: 2.759068250656128 (2.7774039879133827) | > loss_kl: 2.3587028980255127 (2.085145376899384) | > loss_feat: 8.113787651062012 (8.427200131108037) | > loss_mel: 15.009931564331055 (14.97933665987878) | > loss_duration: 1.619886875152588 (1.595040518939085) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.86137580871582 (29.864126696055333) | > grad_norm_1: tensor(867.6989, device='cuda:0') (tensor(794.2029, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.9962 (0.925625714180066) | > loader_time: 0.0116 (0.01115465360953687)  --> TIME: 2025-02-21 08:27:55 -- STEP: 777/924 -- GLOBAL_STEP: 199100 | > loss_disc: 2.3189847469329834 (2.23449948702386) | > loss_disc_real_0: 0.16461369395256042 (0.1309549574820538) | > loss_disc_real_1: 0.16362322866916656 (0.1894527879307474) | > loss_disc_real_2: 0.18149162828922272 (0.20209654392806406) | > loss_disc_real_3: 0.18605415523052216 (0.20554583050799655) | > loss_disc_real_4: 0.20324109494686127 (0.20537296710404027) | > loss_disc_real_5: 0.200344055891037 (0.20439647357704713) | > loss_0: 2.3189847469329834 (2.23449948702386) | > grad_norm_0: tensor(41.4293, device='cuda:0') (tensor(50.1049, device='cuda:0')) | > loss_gen: 2.804749011993408 (2.7767428885402223) | > loss_kl: 2.0886049270629883 (2.087336336170233) | > loss_feat: 8.521400451660156 (8.42823683494458) | > loss_mel: 16.429622650146484 (14.98099405762465) | > loss_duration: 1.6159920692443848 (1.595506081556568) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.46036720275879 (29.868816238265854) | > grad_norm_1: tensor(143.8678, device='cuda:0') (tensor(795.8627, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.9153 (0.925430140133223) | > loader_time: 0.0112 (0.011146390453422089)  --> TIME: 2025-02-21 08:28:41 -- STEP: 827/924 -- GLOBAL_STEP: 199150 | > loss_disc: 2.294684886932373 (2.2355707951583725) | > loss_disc_real_0: 0.12828879058361053 (0.1311219998893239) | > loss_disc_real_1: 0.21905426681041718 (0.1896389409124922) | > loss_disc_real_2: 0.22395819425582886 (0.20208590882216565) | > loss_disc_real_3: 0.24128715693950653 (0.20562186038984215) | > loss_disc_real_4: 0.21137748658657074 (0.20538029393593363) | > loss_disc_real_5: 0.20179139077663422 (0.2046542916775759) | > loss_0: 2.294684886932373 (2.2355707951583725) | > grad_norm_0: tensor(73.8782, device='cuda:0') (tensor(50.1228, device='cuda:0')) | > loss_gen: 2.745063304901123 (2.773881446061141) | > loss_kl: 2.1994404792785645 (2.0923907229228664) | > loss_feat: 8.006621360778809 (8.418603917851822) | > loss_mel: 13.834250450134277 (14.97133975622876) | > loss_duration: 1.5721718072891235 (1.595054784161292) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.3575496673584 (29.851270664127448) | > grad_norm_1: tensor(1094.2305, device='cuda:0') (tensor(796.2208, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.9025 (0.9245184831492412) | > loader_time: 0.0098 (0.01114544585941781)  --> TIME: 2025-02-21 08:29:28 -- STEP: 877/924 -- GLOBAL_STEP: 199200 | > loss_disc: 2.210219383239746 (2.2346776033344895) | > loss_disc_real_0: 0.06451689451932907 (0.13135859690513144) | > loss_disc_real_1: 0.17764250934123993 (0.1895054888188362) | > loss_disc_real_2: 0.22560539841651917 (0.20196957522610295) | > loss_disc_real_3: 0.22282417118549347 (0.20539886466181814) | > loss_disc_real_4: 0.1846926063299179 (0.20538472876105632) | > loss_disc_real_5: 0.1867283284664154 (0.20440964415210686) | > loss_0: 2.210219383239746 (2.2346776033344895) | > grad_norm_0: tensor(43.6075, device='cuda:0') (tensor(50.2202, device='cuda:0')) | > loss_gen: 3.046335458755493 (2.776862790130564) | > loss_kl: 2.2019476890563965 (2.0940106071387374) | > loss_feat: 8.968310356140137 (8.421370183864214) | > loss_mel: 15.362828254699707 (14.966723815065425) | > loss_duration: 1.5597273111343384 (1.5952644587378682) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.13914680480957 (29.854231896395014) | > grad_norm_1: tensor(1116.1570, device='cuda:0') (tensor(796.8220, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.8989 (0.9244498956434538) | > loader_time: 0.0104 (0.011185749362784622)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.454071283340454 (2.454071283340454) | > loss_disc_real_0: 0.16927912831306458 (0.16927912831306458) | > loss_disc_real_1: 0.1868893951177597 (0.1868893951177597) | > loss_disc_real_2: 0.21583342552185059 (0.21583342552185059) | > loss_disc_real_3: 0.19916687905788422 (0.19916687905788422) | > loss_disc_real_4: 0.232667475938797 (0.232667475938797) | > loss_disc_real_5: 0.18110083043575287 (0.18110083043575287) | > loss_0: 2.454071283340454 (2.454071283340454) | > loss_gen: 2.333704948425293 (2.333704948425293) | > loss_kl: 2.1360292434692383 (2.1360292434692383) | > loss_feat: 7.910224437713623 (7.910224437713623) | > loss_mel: 13.686851501464844 (13.686851501464844) | > loss_duration: 1.686797022819519 (1.686797022819519) | > loss_1: 27.75360679626465 (27.75360679626465)  --> STEP: 1 | > loss_disc: 2.410844326019287 (2.410844326019287) | > loss_disc_real_0: 0.18543435633182526 (0.18543435633182526) | > loss_disc_real_1: 0.17166107892990112 (0.17166107892990112) | > loss_disc_real_2: 0.22960595786571503 (0.22960595786571503) | > loss_disc_real_3: 0.20660513639450073 (0.20660513639450073) | > loss_disc_real_4: 0.20718428492546082 (0.20718428492546082) | > loss_disc_real_5: 0.1709865778684616 (0.1709865778684616) | > loss_0: 2.410844326019287 (2.410844326019287) | > loss_gen: 2.360638380050659 (2.360638380050659) | > loss_kl: 2.0077638626098633 (2.0077638626098633) | > loss_feat: 7.689016819000244 (7.689016819000244) | > loss_mel: 14.715087890625 (14.715087890625) | > loss_duration: 1.6994428634643555 (1.6994428634643555) | > loss_1: 28.47195053100586 (28.47195053100586)  --> STEP: 2 | > loss_disc: 2.3574509620666504 (2.3841476440429688) | > loss_disc_real_0: 0.15177936851978302 (0.16860686242580414) | > loss_disc_real_1: 0.17643779516220093 (0.17404943704605103) | > loss_disc_real_2: 0.23330560326576233 (0.23145578056573868) | > loss_disc_real_3: 0.20746420323848724 (0.207034669816494) | > loss_disc_real_4: 0.22061941027641296 (0.2139018476009369) | > loss_disc_real_5: 0.15568839013576508 (0.16333748400211334) | > loss_0: 2.3574509620666504 (2.3841476440429688) | > loss_gen: 2.4094467163085938 (2.3850425481796265) | > loss_kl: 2.0998148918151855 (2.0537893772125244) | > loss_feat: 8.07564640045166 (7.882331609725952) | > loss_mel: 13.384645462036133 (14.049866676330566) | > loss_duration: 1.595501184463501 (1.6474720239639282) | > loss_1: 27.565053939819336 (28.018502235412598)  --> STEP: 3 | > loss_disc: 2.4270622730255127 (2.3984525203704834) | > loss_disc_real_0: 0.16028878092765808 (0.16583416859308878) | > loss_disc_real_1: 0.17787271738052368 (0.1753238638242086) | > loss_disc_real_2: 0.2345518320798874 (0.23248779773712158) | > loss_disc_real_3: 0.2105529010295868 (0.2082074135541916) | > loss_disc_real_4: 0.23126055300235748 (0.21968808273474374) | > loss_disc_real_5: 0.17912442982196808 (0.16859979927539825) | > loss_0: 2.4270622730255127 (2.3984525203704834) | > loss_gen: 2.356483221054077 (2.37552277247111) | > loss_kl: 2.2292208671569824 (2.1122665405273438) | > loss_feat: 7.494258403778076 (7.752973874409993) | > loss_mel: 14.968865394592285 (14.356199582417807) | > loss_duration: 1.6592862606048584 (1.6514101028442383) | > loss_1: 28.708114624023438 (28.24837303161621)  --> STEP: 4 | > loss_disc: 2.4588422775268555 (2.4135499596595764) | > loss_disc_real_0: 0.20339834690093994 (0.17522521317005157) | > loss_disc_real_1: 0.19757381081581116 (0.18088635057210922) | > loss_disc_real_2: 0.21612894535064697 (0.22839808464050293) | > loss_disc_real_3: 0.2020961046218872 (0.2066795863211155) | > loss_disc_real_4: 0.2426476925611496 (0.22542798519134521) | > loss_disc_real_5: 0.17804571986198425 (0.17096127942204475) | > loss_0: 2.4588422775268555 (2.4135499596595764) | > loss_gen: 2.2924091815948486 (2.3547443747520447) | > loss_kl: 1.7912862300872803 (2.032021462917328) | > loss_feat: 6.454291343688965 (7.428303241729736) | > loss_mel: 12.029105186462402 (13.774425983428955) | > loss_duration: 1.772614598274231 (1.6817112267017365) | > loss_1: 24.33970832824707 (27.271206855773926)  --> STEP: 5 | > loss_disc: 2.4901275634765625 (2.4288654804229735) | > loss_disc_real_0: 0.13025104999542236 (0.16623038053512573) | > loss_disc_real_1: 0.19765035808086395 (0.18423915207386016) | > loss_disc_real_2: 0.1949806809425354 (0.2217146039009094) | > loss_disc_real_3: 0.18312449753284454 (0.2019685685634613) | > loss_disc_real_4: 0.1532364785671234 (0.21098968386650085) | > loss_disc_real_5: 0.13715502619743347 (0.1642000287771225) | > loss_0: 2.4901275634765625 (2.4288654804229735) | > loss_gen: 1.9825499057769775 (2.2803054809570313) | > loss_kl: 1.9906224012374878 (2.0237416505813597) | > loss_feat: 6.961575984954834 (7.334957790374756) | > loss_mel: 11.031996726989746 (13.225940132141114) | > loss_duration: 1.5250449180603027 (1.6503779649734498) | > loss_1: 23.491790771484375 (26.515323638916016) --> EVAL PERFORMANCE | > avg_loader_time: 0.1545254707336426 (+0.0003990650177002064) | > avg_loss_disc: 2.4288654804229735 (-0.039305686950683594) | > avg_loss_disc_real_0: 0.16623038053512573 (-0.042967492341995234) | > avg_loss_disc_real_1: 0.18423915207386016 (-0.020576757192611705) | > avg_loss_disc_real_2: 0.2217146039009094 (-0.026472952961921703) | > avg_loss_disc_real_3: 0.2019685685634613 (-0.04919721782207492) | > avg_loss_disc_real_4: 0.21098968386650085 (-0.08278588056564329) | > avg_loss_disc_real_5: 0.1642000287771225 (-0.07552411556243896) | > avg_loss_0: 2.4288654804229735 (-0.039305686950683594) | > avg_loss_gen: 2.2803054809570313 (-0.4441990852355957) | > avg_loss_kl: 2.0237416505813597 (+0.09085311889648429) | > avg_loss_feat: 7.334957790374756 (-0.04754085540771502) | > avg_loss_mel: 13.225940132141114 (-0.5125806808471669) | > avg_loss_duration: 1.6503779649734498 (-0.011262297630310059) | > avg_loss_1: 26.515323638916016 (-0.9247287750244126)  > EPOCH: 166/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 08:30:21)   --> TIME: 2025-02-21 08:30:26 -- STEP: 3/924 -- GLOBAL_STEP: 199250 | > loss_disc: 2.143566370010376 (2.1643311977386475) | > loss_disc_real_0: 0.060760483145713806 (0.12394891679286957) | > loss_disc_real_1: 0.194128155708313 (0.19492546717325845) | > loss_disc_real_2: 0.1928791105747223 (0.19736224909623465) | > loss_disc_real_3: 0.24165135622024536 (0.217199777563413) | > loss_disc_real_4: 0.24505987763404846 (0.23661267757415771) | > loss_disc_real_5: 0.22889262437820435 (0.1938802550236384) | > loss_0: 2.143566370010376 (2.1643311977386475) | > grad_norm_0: tensor(63.0143, device='cuda:0') (tensor(72.0915, device='cuda:0')) | > loss_gen: 2.92063570022583 (2.93166184425354) | > loss_kl: 2.15763521194458 (2.171699364980062) | > loss_feat: 8.858784675598145 (8.635839144388834) | > loss_mel: 16.2125244140625 (15.458576520284018) | > loss_duration: 1.5516958236694336 (1.5775713125864665) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.701274871826172 (30.7753480275472) | > grad_norm_1: tensor(1009.1269, device='cuda:0') (tensor(988.7234, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.8989 (0.9169758160909017) | > loader_time: 0.011 (0.0108949343363444)  --> TIME: 2025-02-21 08:31:13 -- STEP: 53/924 -- GLOBAL_STEP: 199300 | > loss_disc: 2.200063705444336 (2.2464425473842993) | > loss_disc_real_0: 0.09896741807460785 (0.12598506501823098) | > loss_disc_real_1: 0.1786954551935196 (0.19246191967208434) | > loss_disc_real_2: 0.20523744821548462 (0.20385410903759724) | > loss_disc_real_3: 0.18522197008132935 (0.2077464942099913) | > loss_disc_real_4: 0.21380573511123657 (0.20977867240051054) | > loss_disc_real_5: 0.18864567577838898 (0.20474454366935874) | > loss_0: 2.200063705444336 (2.2464425473842993) | > grad_norm_0: tensor(23.5837, device='cuda:0') (tensor(52.5830, device='cuda:0')) | > loss_gen: 2.8286664485931396 (2.7854156314202076) | > loss_kl: 2.1302943229675293 (2.082355371061361) | > loss_feat: 8.84357738494873 (8.347495016062037) | > loss_mel: 15.87213134765625 (14.959836204096955) | > loss_duration: 1.6300716400146484 (1.5975103468265173) | > amp_scaler: 128.0 (137.66037735849056) | > loss_1: 31.30474090576172 (29.772612625697874) | > grad_norm_1: tensor(571.6671, device='cuda:0') (tensor(851.7207, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.9335 (0.9303463000171589) | > loader_time: 0.0112 (0.010900434458030845)  --> TIME: 2025-02-21 08:32:00 -- STEP: 103/924 -- GLOBAL_STEP: 199350 | > loss_disc: 2.2463252544403076 (2.23676659759966) | > loss_disc_real_0: 0.10169046372175217 (0.12882604489772068) | > loss_disc_real_1: 0.2145432084798813 (0.19181040999958815) | > loss_disc_real_2: 0.1832904815673828 (0.20267332106539346) | > loss_disc_real_3: 0.2105312943458557 (0.20669665064626527) | > loss_disc_real_4: 0.25168901681900024 (0.20785476571147882) | > loss_disc_real_5: 0.22824439406394958 (0.20196679205570406) | > loss_0: 2.2463252544403076 (2.23676659759966) | > grad_norm_0: tensor(41.8690, device='cuda:0') (tensor(51.4239, device='cuda:0')) | > loss_gen: 2.8249282836914062 (2.790654143083443) | > loss_kl: 2.133172035217285 (2.1030825295494595) | > loss_feat: 7.943382263183594 (8.421241065830865) | > loss_mel: 14.167269706726074 (14.99180992830147) | > loss_duration: 1.5901613235473633 (1.5954151755397759) | > amp_scaler: 128.0 (132.9708737864077) | > loss_1: 28.658912658691406 (29.902202791380653) | > grad_norm_1: tensor(732.2058, device='cuda:0') (tensor(846.6840, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.9505 (0.926803919875506) | > loader_time: 0.0116 (0.011236653744595725)  --> TIME: 2025-02-21 08:32:47 -- STEP: 153/924 -- GLOBAL_STEP: 199400 | > loss_disc: 2.2506442070007324 (2.2327122875288423) | > loss_disc_real_0: 0.1889714002609253 (0.1298981347407391) | > loss_disc_real_1: 0.19216148555278778 (0.19197926480396124) | > loss_disc_real_2: 0.19466158747673035 (0.20209716971403632) | > loss_disc_real_3: 0.20844946801662445 (0.20561281888703117) | > loss_disc_real_4: 0.18247343599796295 (0.20677869255636253) | > loss_disc_real_5: 0.23514631390571594 (0.2014117691836326) | > loss_0: 2.2506442070007324 (2.2327122875288423) | > grad_norm_0: tensor(79.1449, device='cuda:0') (tensor(52.9093, device='cuda:0')) | > loss_gen: 2.8505895137786865 (2.793866240121182) | > loss_kl: 2.047241449356079 (2.095261292519911) | > loss_feat: 8.266730308532715 (8.44532267252605) | > loss_mel: 15.044671058654785 (14.981686267977446) | > loss_duration: 1.5769312381744385 (1.5956516912560057) | > amp_scaler: 128.0 (131.3464052287581) | > loss_1: 29.786163330078125 (29.91178809271919) | > grad_norm_1: tensor(1005.3904, device='cuda:0') (tensor(865.0030, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.946 (0.9243238611158981) | > loader_time: 0.0105 (0.011206404056424408)  --> TIME: 2025-02-21 08:33:33 -- STEP: 203/924 -- GLOBAL_STEP: 199450 | > loss_disc: 2.1146695613861084 (2.2343072550637397) | > loss_disc_real_0: 0.12277331948280334 (0.13068809705267986) | > loss_disc_real_1: 0.1694970726966858 (0.19142467157887716) | > loss_disc_real_2: 0.1932080090045929 (0.20230363610342805) | > loss_disc_real_3: 0.19038471579551697 (0.20506221180772546) | > loss_disc_real_4: 0.1939045786857605 (0.20623567142510063) | > loss_disc_real_5: 0.1946689784526825 (0.20196084810301587) | > loss_0: 2.1146695613861084 (2.2343072550637397) | > grad_norm_0: tensor(52.2966, device='cuda:0') (tensor(52.2348, device='cuda:0')) | > loss_gen: 2.9451327323913574 (2.7853735738199927) | > loss_kl: 2.1759684085845947 (2.1053200590199417) | > loss_feat: 9.25057315826416 (8.439086204679153) | > loss_mel: 15.711350440979004 (14.933527471983961) | > loss_duration: 1.6097986698150635 (1.593511671268294) | > amp_scaler: 128.0 (130.52216748768464) | > loss_1: 31.69282341003418 (29.85681888035366) | > grad_norm_1: tensor(1074.8060, device='cuda:0') (tensor(818.0436, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.9348 (0.9231916965522202) | > loader_time: 0.0115 (0.011108386692742412)  --> TIME: 2025-02-21 08:34:20 -- STEP: 253/924 -- GLOBAL_STEP: 199500 | > loss_disc: 2.172957420349121 (2.2306237927538612) | > loss_disc_real_0: 0.1302112638950348 (0.12979018620469354) | > loss_disc_real_1: 0.19217512011528015 (0.19108696087546975) | > loss_disc_real_2: 0.2269512414932251 (0.2020642746225176) | > loss_disc_real_3: 0.2143765240907669 (0.20527297611764297) | > loss_disc_real_4: 0.19191516935825348 (0.20616236723694406) | > loss_disc_real_5: 0.2068473845720291 (0.20230204267464136) | > loss_0: 2.172957420349121 (2.2306237927538612) | > grad_norm_0: tensor(50.6175, device='cuda:0') (tensor(52.5721, device='cuda:0')) | > loss_gen: 2.7551162242889404 (2.7851295932950713) | > loss_kl: 2.2331676483154297 (2.118587741267537) | > loss_feat: 8.369229316711426 (8.432580192098511) | > loss_mel: 14.664348602294922 (14.895688531898227) | > loss_duration: 1.6102958917617798 (1.5941946699685259) | > amp_scaler: 128.0 (130.02371541501975) | > loss_1: 29.632158279418945 (29.826180605077937) | > grad_norm_1: tensor(1186.6693, device='cuda:0') (tensor(845.1594, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.9315 (0.9224948251671471) | > loader_time: 0.0134 (0.01110638837098133)  --> TIME: 2025-02-21 08:35:07 -- STEP: 303/924 -- GLOBAL_STEP: 199550 | > loss_disc: 2.3084449768066406 (2.229299672759405) | > loss_disc_real_0: 0.18745942413806915 (0.13036786693550967) | > loss_disc_real_1: 0.19294896721839905 (0.1906945796394506) | > loss_disc_real_2: 0.18177299201488495 (0.20184948051920032) | > loss_disc_real_3: 0.21017976105213165 (0.20497881515388058) | > loss_disc_real_4: 0.18339622020721436 (0.20570004099469769) | > loss_disc_real_5: 0.2283884733915329 (0.20216681712334703) | > loss_0: 2.3084449768066406 (2.229299672759405) | > grad_norm_0: tensor(66.2749, device='cuda:0') (tensor(52.7327, device='cuda:0')) | > loss_gen: 2.7523393630981445 (2.7861554331511944) | > loss_kl: 2.200441598892212 (2.1196012548094125) | > loss_feat: 8.544501304626465 (8.439173659082298) | > loss_mel: 15.080114364624023 (14.868751620302106) | > loss_duration: 1.5564838647842407 (1.593796839415043) | > amp_scaler: 128.0 (129.68976897689782) | > loss_1: 30.133880615234375 (29.807478681255883) | > grad_norm_1: tensor(801.7034, device='cuda:0') (tensor(852.7252, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.8832 (0.9231127897898356) | > loader_time: 0.0086 (0.01106441847168573)  --> TIME: 2025-02-21 08:35:55 -- STEP: 353/924 -- GLOBAL_STEP: 199600 | > loss_disc: 2.3126220703125 (2.235377383975065) | > loss_disc_real_0: 0.11365929991006851 (0.13047598520816217) | > loss_disc_real_1: 0.20085427165031433 (0.1905795564563688) | > loss_disc_real_2: 0.202127143740654 (0.20229579364780664) | > loss_disc_real_3: 0.19945386052131653 (0.2053857822256116) | > loss_disc_real_4: 0.2421705424785614 (0.20576281858233492) | > loss_disc_real_5: 0.1951933652162552 (0.20362387407602736) | > loss_0: 2.3126220703125 (2.235377383975065) | > grad_norm_0: tensor(59.4687, device='cuda:0') (tensor(52.8007, device='cuda:0')) | > loss_gen: 2.77779483795166 (2.782674357843803) | > loss_kl: 2.1538000106811523 (2.1228496346190013) | > loss_feat: 8.442647933959961 (8.41545885885742) | > loss_mel: 14.934195518493652 (14.860477155734054) | > loss_duration: 1.5607224702835083 (1.5941057867098798) | > amp_scaler: 128.0 (129.45042492917852) | > loss_1: 29.869159698486328 (29.775565722846444) | > grad_norm_1: tensor(373.3236, device='cuda:0') (tensor(840.1993, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.9094 (0.925399830928943) | > loader_time: 0.0104 (0.01104825684436658)  --> TIME: 2025-02-21 08:36:42 -- STEP: 403/924 -- GLOBAL_STEP: 199650 | > loss_disc: 2.4896886348724365 (2.235678743192043) | > loss_disc_real_0: 0.30082130432128906 (0.1306627655850155) | > loss_disc_real_1: 0.22658313810825348 (0.190525612967186) | > loss_disc_real_2: 0.21208830177783966 (0.20249775096441322) | > loss_disc_real_3: 0.23887062072753906 (0.20563517074579052) | > loss_disc_real_4: 0.22283965349197388 (0.20606735807198748) | > loss_disc_real_5: 0.2209271788597107 (0.20369263976886315) | > loss_0: 2.4896886348724365 (2.235678743192043) | > grad_norm_0: tensor(94.6826, device='cuda:0') (tensor(52.9090, device='cuda:0')) | > loss_gen: 2.6600143909454346 (2.7840438510288945) | > loss_kl: 1.9448199272155762 (2.1210905227708463) | > loss_feat: 6.89433479309082 (8.433120813914039) | > loss_mel: 13.146831512451172 (14.89371116581389) | > loss_duration: 1.5878225564956665 (1.594086678684793) | > amp_scaler: 128.0 (129.27047146402) | > loss_1: 26.233823776245117 (29.826052980446637) | > grad_norm_1: tensor(810.7318, device='cuda:0') (tensor(854.0945, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.8951 (0.9250362771320579) | > loader_time: 0.0102 (0.011006228681237762)  --> TIME: 2025-02-21 08:37:29 -- STEP: 453/924 -- GLOBAL_STEP: 199700 | > loss_disc: 2.3429441452026367 (2.2343844330600287) | > loss_disc_real_0: 0.16475915908813477 (0.13060746156090397) | > loss_disc_real_1: 0.193566232919693 (0.1901073962055296) | > loss_disc_real_2: 0.2115832418203354 (0.20219155820394982) | > loss_disc_real_3: 0.252775102853775 (0.20566950096989317) | > loss_disc_real_4: 0.20874983072280884 (0.2058504007049481) | > loss_disc_real_5: 0.20091193914413452 (0.20389911104774897) | > loss_0: 2.3429441452026367 (2.2343844330600287) | > grad_norm_0: tensor(49.0451, device='cuda:0') (tensor(51.5255, device='cuda:0')) | > loss_gen: 2.646768093109131 (2.7800397741347203) | > loss_kl: 2.0909667015075684 (2.121142285285931) | > loss_feat: 7.3185296058654785 (8.435434257221019) | > loss_mel: 13.4679536819458 (14.893824244703415) | > loss_duration: 1.598867654800415 (1.593775646049718) | > amp_scaler: 128.0 (129.1302428256073) | > loss_1: 27.123085021972656 (29.824216152132216) | > grad_norm_1: tensor(689.1470, device='cuda:0') (tensor(840.2537, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.9457 (0.9244964122772217) | > loader_time: 0.0135 (0.01104755327927882)  --> TIME: 2025-02-21 08:38:16 -- STEP: 503/924 -- GLOBAL_STEP: 199750 | > loss_disc: 2.3565685749053955 (2.2333896008447898) | > loss_disc_real_0: 0.30848371982574463 (0.13107455504787835) | > loss_disc_real_1: 0.16253110766410828 (0.1898132470801148) | > loss_disc_real_2: 0.2474573701620102 (0.20224526945212726) | > loss_disc_real_3: 0.19478729367256165 (0.20566794542858668) | > loss_disc_real_4: 0.19648300111293793 (0.20544312248528598) | > loss_disc_real_5: 0.2064623236656189 (0.2039856233784029) | > loss_0: 2.3565685749053955 (2.2333896008447898) | > grad_norm_0: tensor(92.6347, device='cuda:0') (tensor(51.0765, device='cuda:0')) | > loss_gen: 2.889578342437744 (2.7813772060288096) | > loss_kl: 2.187869071960449 (2.121956687561322) | > loss_feat: 8.082106590270996 (8.442286741662459) | > loss_mel: 14.056689262390137 (14.896859290348607) | > loss_duration: 1.620726466178894 (1.5933631973759552) | > amp_scaler: 128.0 (129.0178926441355) | > loss_1: 28.83696746826172 (29.83584306159503) | > grad_norm_1: tensor(778.6205, device='cuda:0') (tensor(844.4276, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.9488 (0.9250709593414549) | > loader_time: 0.0113 (0.011067628386480434)  --> TIME: 2025-02-21 08:39:03 -- STEP: 553/924 -- GLOBAL_STEP: 199800 | > loss_disc: 2.25628399848938 (2.2331895022021473) | > loss_disc_real_0: 0.1338832825422287 (0.13103193518912812) | > loss_disc_real_1: 0.22208555042743683 (0.18972770457457475) | > loss_disc_real_2: 0.1977236270904541 (0.20222473912493447) | > loss_disc_real_3: 0.20268534123897552 (0.20562150740278567) | > loss_disc_real_4: 0.20939525961875916 (0.20540210752870897) | > loss_disc_real_5: 0.20860491693019867 (0.2042160007772566) | > loss_0: 2.25628399848938 (2.2331895022021473) | > grad_norm_0: tensor(14.5570, device='cuda:0') (tensor(50.7046, device='cuda:0')) | > loss_gen: 2.7676174640655518 (2.7792076689425245) | > loss_kl: 2.449366569519043 (2.121137412719656) | > loss_feat: 8.450879096984863 (8.442157236620066) | > loss_mel: 15.349527359008789 (14.88031852611797) | > loss_duration: 1.573926568031311 (1.5937200017259956) | > amp_scaler: 128.0 (128.92585895117568) | > loss_1: 30.591318130493164 (29.81654081982687) | > grad_norm_1: tensor(576.2119, device='cuda:0') (tensor(829.4437, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.9215 (0.9250825270606208) | > loader_time: 0.0113 (0.011071999724044934)  --> TIME: 2025-02-21 08:39:50 -- STEP: 603/924 -- GLOBAL_STEP: 199850 | > loss_disc: 2.0748844146728516 (2.2330061721169114) | > loss_disc_real_0: 0.163919135928154 (0.13147365951765433) | > loss_disc_real_1: 0.21580132842063904 (0.1896220580805991) | > loss_disc_real_2: 0.19652502238750458 (0.20217756022564806) | > loss_disc_real_3: 0.21605078876018524 (0.2055991954767883) | > loss_disc_real_4: 0.16742558777332306 (0.20537855225317117) | > loss_disc_real_5: 0.2080451101064682 (0.2042867478545427) | > loss_0: 2.0748844146728516 (2.2330061721169114) | > grad_norm_0: tensor(71.7614, device='cuda:0') (tensor(50.7129, device='cuda:0')) | > loss_gen: 3.004530191421509 (2.780981692904065) | > loss_kl: 2.2475647926330566 (2.120346421626076) | > loss_feat: 10.143326759338379 (8.454662969061006) | > loss_mel: 16.22372055053711 (14.89411026526051) | > loss_duration: 1.5550944805145264 (1.5935077837252896) | > amp_scaler: 128.0 (128.8490878938642) | > loss_1: 33.17423629760742 (29.84360911873838) | > grad_norm_1: tensor(876.9591, device='cuda:0') (tensor(826.8611, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.9028 (0.9246496383230485) | > loader_time: 0.0161 (0.011056187931775645)  --> TIME: 2025-02-21 08:40:37 -- STEP: 653/924 -- GLOBAL_STEP: 199900 | > loss_disc: 2.342040777206421 (2.2348993879730057) | > loss_disc_real_0: 0.11611239612102509 (0.1316913310638065) | > loss_disc_real_1: 0.18709011375904083 (0.189613109274809) | > loss_disc_real_2: 0.23737487196922302 (0.2020656149064235) | > loss_disc_real_3: 0.2277252972126007 (0.20573290863044422) | > loss_disc_real_4: 0.22832989692687988 (0.20553261397626083) | > loss_disc_real_5: 0.20647883415222168 (0.20449146591868544) | > loss_0: 2.342040777206421 (2.2348993879730057) | > grad_norm_0: tensor(30.6500, device='cuda:0') (tensor(49.9930, device='cuda:0')) | > loss_gen: 2.6556811332702637 (2.7768525905667554) | > loss_kl: 2.19431209564209 (2.1192502805686484) | > loss_feat: 7.235537052154541 (8.446656795957379) | > loss_mel: 13.578186988830566 (14.909632764585533) | > loss_duration: 1.6206313371658325 (1.593317002103669) | > amp_scaler: 128.0 (128.7840735068914) | > loss_1: 27.284351348876953 (29.84570942246348) | > grad_norm_1: tensor(301.6529, device='cuda:0') (tensor(807.6541, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.9245 (0.9247936574459806) | > loader_time: 0.0107 (0.011068416043408611)  --> TIME: 2025-02-21 08:41:24 -- STEP: 703/924 -- GLOBAL_STEP: 199950 | > loss_disc: 2.431898355484009 (2.2360622431780808) | > loss_disc_real_0: 0.12002654373645782 (0.13182116203423414) | > loss_disc_real_1: 0.22898393869400024 (0.1897120558011586) | > loss_disc_real_2: 0.2189379334449768 (0.2022834680073631) | > loss_disc_real_3: 0.22504450380802155 (0.20581244830980078) | > loss_disc_real_4: 0.2306230366230011 (0.2055868205228875) | > loss_disc_real_5: 0.20045700669288635 (0.20418152798120862) | > loss_0: 2.431898355484009 (2.2360622431780808) | > grad_norm_0: tensor(24.8066, device='cuda:0') (tensor(49.9907, device='cuda:0')) | > loss_gen: 2.6372227668762207 (2.7791306830062994) | > loss_kl: 2.135296106338501 (2.1184729510655966) | > loss_feat: 7.250208854675293 (8.450057235245698) | > loss_mel: 13.338703155517578 (14.926444882519045) | > loss_duration: 1.5976548194885254 (1.593500295879153) | > amp_scaler: 128.0 (128.72830725462313) | > loss_1: 26.95908546447754 (29.867606034149993) | > grad_norm_1: tensor(131.9926, device='cuda:0') (tensor(809.7450, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.9258 (0.9252945549287972) | > loader_time: 0.0105 (0.01107646255710216)  --> TIME: 2025-02-21 08:42:12 -- STEP: 753/924 -- GLOBAL_STEP: 200000 | > loss_disc: 2.359090805053711 (2.2364363030766734) | > loss_disc_real_0: 0.2112865298986435 (0.13161962933017124) | > loss_disc_real_1: 0.19822947680950165 (0.1897792548614039) | > loss_disc_real_2: 0.21611745655536652 (0.20241850272197015) | > loss_disc_real_3: 0.1980530172586441 (0.205726015832953) | > loss_disc_real_4: 0.21114112436771393 (0.20548937642875093) | > loss_disc_real_5: 0.16803675889968872 (0.20433510353128267) | > loss_0: 2.359090805053711 (2.2364363030766734) | > grad_norm_0: tensor(75.1259, device='cuda:0') (tensor(49.9529, device='cuda:0')) | > loss_gen: 2.76666259765625 (2.7785756242861006) | > loss_kl: 2.0577287673950195 (2.1220620976659577) | > loss_feat: 7.561024188995361 (8.44679283304203) | > loss_mel: 13.746392250061035 (14.926670467077814) | > loss_duration: 1.5962083339691162 (1.5936696138356634) | > amp_scaler: 128.0 (128.6799468791501) | > loss_1: 27.728017807006836 (29.86777063194974) | > grad_norm_1: tensor(736.4948, device='cuda:0') (tensor(808.7443, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.9093 (0.9257049440229398) | > loader_time: 0.0102 (0.011099160271653453) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_200000.pth  --> TIME: 2025-02-21 08:43:01 -- STEP: 803/924 -- GLOBAL_STEP: 200050 | > loss_disc: 2.177858591079712 (2.2352215032351848) | > loss_disc_real_0: 0.11338412016630173 (0.13127615825640757) | > loss_disc_real_1: 0.15230995416641235 (0.18965170399783438) | > loss_disc_real_2: 0.19232609868049622 (0.20246750183152976) | > loss_disc_real_3: 0.22467055916786194 (0.2058558785084028) | > loss_disc_real_4: 0.21602773666381836 (0.2054158607463016) | > loss_disc_real_5: 0.20782437920570374 (0.20441416312347752) | > loss_0: 2.177858591079712 (2.2352215032351848) | > grad_norm_0: tensor(58.0194, device='cuda:0') (tensor(49.9396, device='cuda:0')) | > loss_gen: 2.7684361934661865 (2.7781084934771445) | > loss_kl: 2.2401633262634277 (2.1208590870331125) | > loss_feat: 8.103067398071289 (8.443925436525845) | > loss_mel: 15.700695037841797 (14.92401006064409) | > loss_duration: 1.62185800075531 (1.5938475106751198) | > amp_scaler: 128.0 (128.63760896637615) | > loss_1: 30.434221267700195 (29.860750583159373) | > grad_norm_1: tensor(1067.1102, device='cuda:0') (tensor(810.7148, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.9385 (0.9253518412151788) | > loader_time: 0.0112 (0.011104499714757552)  --> TIME: 2025-02-21 08:43:48 -- STEP: 853/924 -- GLOBAL_STEP: 200100 | > loss_disc: 2.268054723739624 (2.2350229370076926) | > loss_disc_real_0: 0.13130520284175873 (0.1317351175797501) | > loss_disc_real_1: 0.19115090370178223 (0.18944999989633152) | > loss_disc_real_2: 0.2112366110086441 (0.20232213437906602) | > loss_disc_real_3: 0.1825900375843048 (0.20595158945773445) | > loss_disc_real_4: 0.19046293199062347 (0.20540464228370675) | > loss_disc_real_5: 0.22931541502475739 (0.20449552883296884) | > loss_0: 2.268054723739624 (2.2350229370076926) | > grad_norm_0: tensor(54.9969, device='cuda:0') (tensor(50.0271, device='cuda:0')) | > loss_gen: 2.517655372619629 (2.7796102008953754) | > loss_kl: 1.9554551839828491 (2.1213527082139154) | > loss_feat: 7.919022560119629 (8.451388578761522) | > loss_mel: 13.438902854919434 (14.925468244697955) | > loss_duration: 1.6204581260681152 (1.5936145269577282) | > amp_scaler: 128.0 (128.6002344665886) | > loss_1: 27.451494216918945 (29.87143425309784) | > grad_norm_1: tensor(1174.9629, device='cuda:0') (tensor(813.0721, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.9597 (0.9252797715968571) | > loader_time: 0.0107 (0.011092605233052687)  --> TIME: 2025-02-21 08:44:35 -- STEP: 903/924 -- GLOBAL_STEP: 200150 | > loss_disc: 2.078031063079834 (2.2348796024935034) | > loss_disc_real_0: 0.12897589802742004 (0.131549610466524) | > loss_disc_real_1: 0.13911950588226318 (0.18949237241433464) | > loss_disc_real_2: 0.1812276840209961 (0.20232164580890638) | > loss_disc_real_3: 0.2285793572664261 (0.20579353408890053) | > loss_disc_real_4: 0.18163588643074036 (0.20546346883045072) | > loss_disc_real_5: 0.20974384248256683 (0.20436002624325308) | > loss_0: 2.078031063079834 (2.2348796024935034) | > grad_norm_0: tensor(58.3695, device='cuda:0') (tensor(49.5885, device='cuda:0')) | > loss_gen: 2.9320080280303955 (2.7782231993057414) | > loss_kl: 2.0485856533050537 (2.123272246960655) | > loss_feat: 9.153770446777344 (8.455022625484885) | > loss_mel: 15.964540481567383 (14.939734714503832) | > loss_duration: 1.5983649492263794 (1.5935857574541048) | > amp_scaler: 128.0 (128.56699889258044) | > loss_1: 31.6972713470459 (29.889838528131463) | > grad_norm_1: tensor(1159.7760, device='cuda:0') (tensor(804.6914, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.9347 (0.924989966195023) | > loader_time: 0.0116 (0.011072996314841908)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2976646423339844 (2.2976646423339844) | > loss_disc_real_0: 0.11098957806825638 (0.11098957806825638) | > loss_disc_real_1: 0.22632482647895813 (0.22632482647895813) | > loss_disc_real_2: 0.26719287037849426 (0.26719287037849426) | > loss_disc_real_3: 0.22667548060417175 (0.22667548060417175) | > loss_disc_real_4: 0.22600607573986053 (0.22600607573986053) | > loss_disc_real_5: 0.1983749270439148 (0.1983749270439148) | > loss_0: 2.2976646423339844 (2.2976646423339844) | > loss_gen: 2.6065142154693604 (2.6065142154693604) | > loss_kl: 2.048759937286377 (2.048759937286377) | > loss_feat: 7.5280537605285645 (7.5280537605285645) | > loss_mel: 13.272907257080078 (13.272907257080078) | > loss_duration: 1.6825101375579834 (1.6825101375579834) | > loss_1: 27.138744354248047 (27.138744354248047)  --> STEP: 1 | > loss_disc: 2.218820810317993 (2.218820810317993) | > loss_disc_real_0: 0.09387724846601486 (0.09387724846601486) | > loss_disc_real_1: 0.2164934277534485 (0.2164934277534485) | > loss_disc_real_2: 0.24895110726356506 (0.24895110726356506) | > loss_disc_real_3: 0.22439250349998474 (0.22439250349998474) | > loss_disc_real_4: 0.21908190846443176 (0.21908190846443176) | > loss_disc_real_5: 0.21796000003814697 (0.21796000003814697) | > loss_0: 2.218820810317993 (2.218820810317993) | > loss_gen: 2.695632219314575 (2.695632219314575) | > loss_kl: 2.003135919570923 (2.003135919570923) | > loss_feat: 8.881808280944824 (8.881808280944824) | > loss_mel: 15.53988265991211 (15.53988265991211) | > loss_duration: 1.6908406019210815 (1.6908406019210815) | > loss_1: 30.81130027770996 (30.81130027770996)  --> STEP: 2 | > loss_disc: 2.3983922004699707 (2.308606505393982) | > loss_disc_real_0: 0.12018252909183502 (0.10702988877892494) | > loss_disc_real_1: 0.22633637487888336 (0.22141490131616592) | > loss_disc_real_2: 0.24341422319412231 (0.2461826652288437) | > loss_disc_real_3: 0.2260969579219818 (0.22524473071098328) | > loss_disc_real_4: 0.22789523005485535 (0.22348856925964355) | > loss_disc_real_5: 0.21892528235912323 (0.2184426411986351) | > loss_0: 2.3983922004699707 (2.308606505393982) | > loss_gen: 2.4690425395965576 (2.5823373794555664) | > loss_kl: 2.030409812927246 (2.0167728662490845) | > loss_feat: 7.583349227905273 (8.232578754425049) | > loss_mel: 13.162291526794434 (14.351087093353271) | > loss_duration: 1.5872142314910889 (1.6390274167060852) | > loss_1: 26.832305908203125 (28.821803092956543)  --> STEP: 3 | > loss_disc: 2.379232883453369 (2.332148631413778) | > loss_disc_real_0: 0.1326911896467209 (0.11558365573485692) | > loss_disc_real_1: 0.21787695586681366 (0.22023558616638184) | > loss_disc_real_2: 0.24083282053470612 (0.24439938366413116) | > loss_disc_real_3: 0.2362552285194397 (0.2289148966471354) | > loss_disc_real_4: 0.2226208597421646 (0.22319933275381723) | > loss_disc_real_5: 0.23844380676746368 (0.22510969638824463) | > loss_0: 2.379232883453369 (2.332148631413778) | > loss_gen: 2.5063679218292236 (2.557014226913452) | > loss_kl: 2.0484321117401123 (2.0273259480794272) | > loss_feat: 7.145690441131592 (7.8702826499938965) | > loss_mel: 13.44714069366455 (14.049771626790365) | > loss_duration: 1.6709117889404297 (1.6496555407842) | > loss_1: 26.81854248046875 (28.154049555460613)  --> STEP: 4 | > loss_disc: 2.56252384185791 (2.389742434024811) | > loss_disc_real_0: 0.14057797193527222 (0.12183223478496075) | > loss_disc_real_1: 0.2521713674068451 (0.22821953147649765) | > loss_disc_real_2: 0.27242735028266907 (0.25140637531876564) | > loss_disc_real_3: 0.24816320836544037 (0.23372697457671165) | > loss_disc_real_4: 0.2668036222457886 (0.23410040512681007) | > loss_disc_real_5: 0.2422129064798355 (0.22938549891114235) | > loss_0: 2.56252384185791 (2.389742434024811) | > loss_gen: 2.317380666732788 (2.497105836868286) | > loss_kl: 2.097398281097412 (2.0448440313339233) | > loss_feat: 5.660956382751465 (7.317951083183289) | > loss_mel: 10.821846008300781 (13.242790222167969) | > loss_duration: 1.7669188976287842 (1.678971379995346) | > loss_1: 22.664499282836914 (26.781661987304688)  --> STEP: 5 | > loss_disc: 2.251106023788452 (2.362015151977539) | > loss_disc_real_0: 0.09708879888057709 (0.11688354760408401) | > loss_disc_real_1: 0.24507519602775574 (0.23159066438674927) | > loss_disc_real_2: 0.26536670327186584 (0.2541984409093857) | > loss_disc_real_3: 0.23736247420310974 (0.23445407450199127) | > loss_disc_real_4: 0.21935902535915375 (0.23115212917327882) | > loss_disc_real_5: 0.23963364958763123 (0.23143512904644012) | > loss_0: 2.251106023788452 (2.362015151977539) | > loss_gen: 2.6951217651367188 (2.536709022521973) | > loss_kl: 1.984563946723938 (2.0327880144119264) | > loss_feat: 7.378900527954102 (7.3301409721374515) | > loss_mel: 12.88683032989502 (13.17159824371338) | > loss_duration: 1.5433214902877808 (1.651841402053833) | > loss_1: 26.488737106323242 (26.723077011108398) --> EVAL PERFORMANCE | > avg_loader_time: 0.1550267219543457 (+0.0005012512207031028) | > avg_loss_disc: 2.362015151977539 (-0.06685032844543448) | > avg_loss_disc_real_0: 0.11688354760408401 (-0.04934683293104172) | > avg_loss_disc_real_1: 0.23159066438674927 (+0.047351512312889116) | > avg_loss_disc_real_2: 0.2541984409093857 (+0.03248383700847629) | > avg_loss_disc_real_3: 0.23445407450199127 (+0.032485505938529974) | > avg_loss_disc_real_4: 0.23115212917327882 (+0.020162445306777965) | > avg_loss_disc_real_5: 0.23143512904644012 (+0.06723510026931762) | > avg_loss_0: 2.362015151977539 (-0.06685032844543448) | > avg_loss_gen: 2.536709022521973 (+0.2564035415649415) | > avg_loss_kl: 2.0327880144119264 (+0.009046363830566673) | > avg_loss_feat: 7.3301409721374515 (-0.00481681823730451) | > avg_loss_mel: 13.17159824371338 (-0.05434188842773402) | > avg_loss_duration: 1.651841402053833 (+0.001463437080383212) | > avg_loss_1: 26.723077011108398 (+0.2077533721923821)  > EPOCH: 167/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 08:45:03)   --> TIME: 2025-02-21 08:45:32 -- STEP: 29/924 -- GLOBAL_STEP: 200200 | > loss_disc: 2.3233046531677246 (2.2582850127384586) | > loss_disc_real_0: 0.12841714918613434 (0.13662600645731232) | > loss_disc_real_1: 0.1911737471818924 (0.18900944241162004) | > loss_disc_real_2: 0.19529329240322113 (0.20416028540709924) | > loss_disc_real_3: 0.21880514919757843 (0.2039938296737342) | > loss_disc_real_4: 0.2334800511598587 (0.20478653085642848) | > loss_disc_real_5: 0.21101228892803192 (0.20732459785609408) | > loss_0: 2.3233046531677246 (2.2582850127384586) | > grad_norm_0: tensor(29.9970, device='cuda:0') (tensor(47.9938, device='cuda:0')) | > loss_gen: 2.655167579650879 (2.729499200294758) | > loss_kl: 2.1556923389434814 (2.130484424788377) | > loss_feat: 7.792805194854736 (8.20092909911583) | > loss_mel: 14.200207710266113 (14.750228257014834) | > loss_duration: 1.5853078365325928 (1.5942653294267326) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.389179229736328 (29.4054064915098) | > grad_norm_1: tensor(273.0402, device='cuda:0') (tensor(668.6217, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.9301 (0.9194945138076256) | > loader_time: 0.0108 (0.010738586557322535)  --> TIME: 2025-02-21 08:46:19 -- STEP: 79/924 -- GLOBAL_STEP: 200250 | > loss_disc: 2.231921434402466 (2.233111553554294) | > loss_disc_real_0: 0.10292546451091766 (0.12922998918574063) | > loss_disc_real_1: 0.1718752086162567 (0.18919986316674872) | > loss_disc_real_2: 0.19668014347553253 (0.2018826434129401) | > loss_disc_real_3: 0.20227676630020142 (0.20426783569251436) | > loss_disc_real_4: 0.21937152743339539 (0.20535208322579349) | > loss_disc_real_5: 0.18557335436344147 (0.20593544463568095) | > loss_0: 2.231921434402466 (2.233111553554294) | > grad_norm_0: tensor(29.2957, device='cuda:0') (tensor(47.5516, device='cuda:0')) | > loss_gen: 2.7068989276885986 (2.7746882740455336) | > loss_kl: 1.948385238647461 (2.1295581014850478) | > loss_feat: 8.053458213806152 (8.396720530111578) | > loss_mel: 13.9179105758667 (14.81879481786414) | > loss_duration: 1.5292611122131348 (1.5938008948217461) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.155914306640625 (29.71356283260297) | > grad_norm_1: tensor(758.3881, device='cuda:0') (tensor(766.4904, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.893 (0.9198785612854776) | > loader_time: 0.0099 (0.010913752302338807)  --> TIME: 2025-02-21 08:47:05 -- STEP: 129/924 -- GLOBAL_STEP: 200300 | > loss_disc: 2.124507427215576 (2.237226521321971) | > loss_disc_real_0: 0.10046392679214478 (0.1317005191547001) | > loss_disc_real_1: 0.2158423513174057 (0.18990505654220435) | > loss_disc_real_2: 0.2011718600988388 (0.20290956536466762) | > loss_disc_real_3: 0.17233005166053772 (0.20472598953764568) | > loss_disc_real_4: 0.1626240313053131 (0.20471543015897736) | > loss_disc_real_5: 0.23093008995056152 (0.20555455243402673) | > loss_0: 2.124507427215576 (2.237226521321971) | > grad_norm_0: tensor(25.9758, device='cuda:0') (tensor(48.6956, device='cuda:0')) | > loss_gen: 2.7633440494537354 (2.782826776652373) | > loss_kl: 2.106414794921875 (2.124050755833471) | > loss_feat: 8.372265815734863 (8.415086213932485) | > loss_mel: 14.730817794799805 (14.893120336902234) | > loss_duration: 1.6043341159820557 (1.5936229654060776) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.577177047729492 (29.808707170708235) | > grad_norm_1: tensor(714.2419, device='cuda:0') (tensor(753.1964, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.931 (0.9172176187352616) | > loader_time: 0.0103 (0.010858354642409687)  --> TIME: 2025-02-21 08:47:52 -- STEP: 179/924 -- GLOBAL_STEP: 200350 | > loss_disc: 2.2563297748565674 (2.234145874417696) | > loss_disc_real_0: 0.09708672761917114 (0.13092498714364437) | > loss_disc_real_1: 0.19733047485351562 (0.1892613026849384) | > loss_disc_real_2: 0.18474769592285156 (0.20202754829182967) | > loss_disc_real_3: 0.21324607729911804 (0.20511069985408356) | > loss_disc_real_4: 0.2490837723016739 (0.20512674790520913) | > loss_disc_real_5: 0.21004268527030945 (0.2051299335070828) | > loss_0: 2.2563297748565674 (2.234145874417696) | > grad_norm_0: tensor(47.4797, device='cuda:0') (tensor(47.7578, device='cuda:0')) | > loss_gen: 2.774919271469116 (2.7792184579305808) | > loss_kl: 2.1023590564727783 (2.1221513022257636) | > loss_feat: 8.373619079589844 (8.417280404927345) | > loss_mel: 15.308764457702637 (14.935640953106587) | > loss_duration: 1.5496658086776733 (1.592898047836133) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.10932731628418 (29.84718924794117) | > grad_norm_1: tensor(1016.7687, device='cuda:0') (tensor(738.9286, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.9107 (0.9190937793454644) | > loader_time: 0.0099 (0.010958190736823907)  --> TIME: 2025-02-21 08:48:39 -- STEP: 229/924 -- GLOBAL_STEP: 200400 | > loss_disc: 2.1968576908111572 (2.231502456956557) | > loss_disc_real_0: 0.07381122559309006 (0.12954361014491078) | > loss_disc_real_1: 0.18416662514209747 (0.18900825675397978) | > loss_disc_real_2: 0.15870550274848938 (0.20138194551894756) | > loss_disc_real_3: 0.22379480302333832 (0.205395376057604) | > loss_disc_real_4: 0.18321537971496582 (0.20574863528320367) | > loss_disc_real_5: 0.20013292133808136 (0.20468004555421102) | > loss_0: 2.1968576908111572 (2.231502456956557) | > grad_norm_0: tensor(35.6982, device='cuda:0') (tensor(48.3805, device='cuda:0')) | > loss_gen: 2.762990951538086 (2.779470116811028) | > loss_kl: 2.133040189743042 (2.120956277222614) | > loss_feat: 9.30679988861084 (8.423990880558062) | > loss_mel: 16.018102645874023 (14.942498852592369) | > loss_duration: 1.6160228252410889 (1.593677023612776) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.836956024169922 (29.8605931794279) | > grad_norm_1: tensor(639.5630, device='cuda:0') (tensor(764.9312, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.8846 (0.9200397797547053) | > loader_time: 0.0095 (0.010930923395281796)  --> TIME: 2025-02-21 08:49:26 -- STEP: 279/924 -- GLOBAL_STEP: 200450 | > loss_disc: 2.142469882965088 (2.2317277120432997) | > loss_disc_real_0: 0.1100243553519249 (0.1292938360790839) | > loss_disc_real_1: 0.18838678300380707 (0.1895129166837234) | > loss_disc_real_2: 0.17265921831130981 (0.20139074998517187) | > loss_disc_real_3: 0.16046848893165588 (0.2049446236809522) | > loss_disc_real_4: 0.2394188642501831 (0.20613572562253607) | > loss_disc_real_5: 0.20037680864334106 (0.20467894008937276) | > loss_0: 2.142469882965088 (2.2317277120432997) | > grad_norm_0: tensor(47.3253, device='cuda:0') (tensor(48.5447, device='cuda:0')) | > loss_gen: 2.90629506111145 (2.778940136714648) | > loss_kl: 2.142838954925537 (2.1178546981572257) | > loss_feat: 9.279458999633789 (8.41537681531735) | > loss_mel: 16.13488006591797 (14.9211029374044) | > loss_duration: 1.5963335037231445 (1.5949573790300704) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.05980682373047 (29.828231941414565) | > grad_norm_1: tensor(816.6640, device='cuda:0') (tensor(781.8425, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.9041 (0.921354245968617) | > loader_time: 0.0101 (0.010868251964610111)  --> TIME: 2025-02-21 08:50:14 -- STEP: 329/924 -- GLOBAL_STEP: 200500 | > loss_disc: 2.3262176513671875 (2.231100079136419) | > loss_disc_real_0: 0.13300259411334991 (0.1311385342709742) | > loss_disc_real_1: 0.2048588991165161 (0.1892839826439651) | > loss_disc_real_2: 0.2234816551208496 (0.20127266305739394) | > loss_disc_real_3: 0.19640694558620453 (0.20468648172077067) | > loss_disc_real_4: 0.18847092986106873 (0.20570365341782207) | > loss_disc_real_5: 0.18092070519924164 (0.20416189571644394) | > loss_0: 2.3262176513671875 (2.231100079136419) | > grad_norm_0: tensor(54.6800, device='cuda:0') (tensor(49.2870, device='cuda:0')) | > loss_gen: 2.7447509765625 (2.787795527003095) | > loss_kl: 2.1937577724456787 (2.122435854198721) | > loss_feat: 8.395350456237793 (8.456404316389085) | > loss_mel: 15.509626388549805 (14.961260812985499) | > loss_duration: 1.5857417583465576 (1.5945650777555889) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.429227828979492 (29.922461576374833) | > grad_norm_1: tensor(503.5853, device='cuda:0') (tensor(780.1389, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.9063 (0.9222582995348063) | > loader_time: 0.0101 (0.01096417476340993)  --> TIME: 2025-02-21 08:51:01 -- STEP: 379/924 -- GLOBAL_STEP: 200550 | > loss_disc: 2.261127233505249 (2.233216833942486) | > loss_disc_real_0: 0.16758297383785248 (0.1310688081175323) | > loss_disc_real_1: 0.16122783720493317 (0.18931643940056217) | > loss_disc_real_2: 0.194947749376297 (0.2016538509356944) | > loss_disc_real_3: 0.214397132396698 (0.20520160895696093) | > loss_disc_real_4: 0.23694904148578644 (0.2060744962937599) | > loss_disc_real_5: 0.19736172258853912 (0.2047259038938381) | > loss_0: 2.261127233505249 (2.233216833942486) | > grad_norm_0: tensor(72.4315, device='cuda:0') (tensor(47.7964, device='cuda:0')) | > loss_gen: 2.6261744499206543 (2.7780596329228544) | > loss_kl: 2.235029697418213 (2.1252350933004487) | > loss_feat: 8.332571983337402 (8.440522572610494) | > loss_mel: 15.598109245300293 (14.956629589553874) | > loss_duration: 1.6389262676239014 (1.5944268722332877) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.430810928344727 (29.894873757475597) | > grad_norm_1: tensor(1349.1251, device='cuda:0') (tensor(772.7963, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.9532 (0.9225488747015478) | > loader_time: 0.0115 (0.010966224217477769)  --> TIME: 2025-02-21 08:51:48 -- STEP: 429/924 -- GLOBAL_STEP: 200600 | > loss_disc: 2.025076150894165 (2.233145368682755) | > loss_disc_real_0: 0.07992572337388992 (0.1318765812855222) | > loss_disc_real_1: 0.21516026556491852 (0.18960832816598575) | > loss_disc_real_2: 0.18476440012454987 (0.20153002385353985) | > loss_disc_real_3: 0.2199627161026001 (0.20493305167118145) | > loss_disc_real_4: 0.1827217936515808 (0.20580327580303023) | > loss_disc_real_5: 0.19661185145378113 (0.2043231453720506) | > loss_0: 2.025076150894165 (2.233145368682755) | > grad_norm_0: tensor(70.0553, device='cuda:0') (tensor(48.7015, device='cuda:0')) | > loss_gen: 3.031909227371216 (2.7849475759448428) | > loss_kl: 2.275261402130127 (2.1277228496569296) | > loss_feat: 10.313360214233398 (8.470704053109616) | > loss_mel: 16.875181198120117 (14.98951250356394) | > loss_duration: 1.5943055152893066 (1.5945166421659065) | > amp_scaler: 128.0 (128.0) | > loss_1: 34.09001922607422 (29.967403629720906) | > grad_norm_1: tensor(1030.7797, device='cuda:0') (tensor(774.4624, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.9198 (0.922556136315797) | > loader_time: 0.0113 (0.011017964992211976)  --> TIME: 2025-02-21 08:52:35 -- STEP: 479/924 -- GLOBAL_STEP: 200650 | > loss_disc: 2.2520148754119873 (2.2333389821779264) | > loss_disc_real_0: 0.10631272941827774 (0.131366404873904) | > loss_disc_real_1: 0.15798193216323853 (0.18981763704957938) | > loss_disc_real_2: 0.20024755597114563 (0.2014034195085657) | > loss_disc_real_3: 0.23240002989768982 (0.2054017509075196) | > loss_disc_real_4: 0.21170899271965027 (0.205716366123307) | > loss_disc_real_5: 0.18732865154743195 (0.2042311505883123) | > loss_0: 2.2520148754119873 (2.2333389821779264) | > grad_norm_0: tensor(33.0743, device='cuda:0') (tensor(49.2696, device='cuda:0')) | > loss_gen: 2.573093891143799 (2.7854833941370063) | > loss_kl: 2.035036325454712 (2.1278121799914955) | > loss_feat: 7.8722405433654785 (8.470797682107113) | > loss_mel: 14.028507232666016 (14.998057126501159) | > loss_duration: 1.591475486755371 (1.593811871363375) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.100353240966797 (29.975962282471468) | > grad_norm_1: tensor(687.3453, device='cuda:0') (tensor(777.8859, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.9376 (0.9229224474793436) | > loader_time: 0.0108 (0.011051481103598453)  --> TIME: 2025-02-21 08:53:21 -- STEP: 529/924 -- GLOBAL_STEP: 200700 | > loss_disc: 2.1733431816101074 (2.2326855434136497) | > loss_disc_real_0: 0.13573555648326874 (0.1310399814186676) | > loss_disc_real_1: 0.19776208698749542 (0.18967663993907558) | > loss_disc_real_2: 0.18648433685302734 (0.20166666476172174) | > loss_disc_real_3: 0.18312208354473114 (0.20540020103603315) | > loss_disc_real_4: 0.18342196941375732 (0.2056286480904527) | > loss_disc_real_5: 0.22924162447452545 (0.20431177382883817) | > loss_0: 2.1733431816101074 (2.2326855434136497) | > grad_norm_0: tensor(59.2245, device='cuda:0') (tensor(49.0989, device='cuda:0')) | > loss_gen: 2.8123130798339844 (2.7854306756436036) | > loss_kl: 2.254591941833496 (2.1279477480453877) | > loss_feat: 8.336677551269531 (8.47207651877448) | > loss_mel: 14.861594200134277 (14.999635256531107) | > loss_duration: 1.5914406776428223 (1.5940954513946417) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.856616973876953 (29.979185656022935) | > grad_norm_1: tensor(780.0671, device='cuda:0') (tensor(787.0979, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.9331 (0.9224849328652222) | > loader_time: 0.0104 (0.011041169806554325)  --> TIME: 2025-02-21 08:54:09 -- STEP: 579/924 -- GLOBAL_STEP: 200750 | > loss_disc: 2.160458564758301 (2.231830801164961) | > loss_disc_real_0: 0.06753523647785187 (0.13107907432992) | > loss_disc_real_1: 0.15890438854694366 (0.18953296225614494) | > loss_disc_real_2: 0.19064021110534668 (0.20178592627118497) | > loss_disc_real_3: 0.18631155788898468 (0.20535177417060868) | > loss_disc_real_4: 0.2195928394794464 (0.20553454514818073) | > loss_disc_real_5: 0.18178260326385498 (0.20404962662588122) | > loss_0: 2.160458564758301 (2.231830801164961) | > grad_norm_0: tensor(56.1108, device='cuda:0') (tensor(49.5683, device='cuda:0')) | > loss_gen: 2.849010467529297 (2.7852202738299066) | > loss_kl: 2.069139003753662 (2.1220739740164145) | > loss_feat: 8.954601287841797 (8.46012069606616) | > loss_mel: 16.014211654663086 (14.979737868169018) | > loss_duration: 1.600785493850708 (1.5942481255901912) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.487749099731445 (29.94140092984794) | > grad_norm_1: tensor(1017.9614, device='cuda:0') (tensor(787.0534, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.9381 (0.923228139498485) | > loader_time: 0.011 (0.011102069433077219)  --> TIME: 2025-02-21 08:54:56 -- STEP: 629/924 -- GLOBAL_STEP: 200800 | > loss_disc: 2.2948672771453857 (2.2325492250142283) | > loss_disc_real_0: 0.11943479627370834 (0.1308112545960561) | > loss_disc_real_1: 0.21356253325939178 (0.18957020448956077) | > loss_disc_real_2: 0.20170840620994568 (0.20161708798526015) | > loss_disc_real_3: 0.2324969619512558 (0.20566570735129325) | > loss_disc_real_4: 0.21583861112594604 (0.20566679454380454) | > loss_disc_real_5: 0.2301858812570572 (0.2041908203370999) | > loss_0: 2.2948672771453857 (2.2325492250142283) | > grad_norm_0: tensor(79.0614, device='cuda:0') (tensor(49.7925, device='cuda:0')) | > loss_gen: 2.7227931022644043 (2.7860957772629438) | > loss_kl: 1.9533476829528809 (2.122381000147335) | > loss_feat: 8.179657936096191 (8.464173773324356) | > loss_mel: 15.783458709716797 (14.99239535096719) | > loss_duration: 1.5759632587432861 (1.593948557380652) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.215221405029297 (29.9589944515016) | > grad_norm_1: tensor(467.3276, device='cuda:0') (tensor(784.7299, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.9298 (0.9237704481722251) | > loader_time: 0.0112 (0.011098758594409843)  --> TIME: 2025-02-21 08:55:43 -- STEP: 679/924 -- GLOBAL_STEP: 200850 | > loss_disc: 2.1787469387054443 (2.2307691837445605) | > loss_disc_real_0: 0.11508099734783173 (0.13063273576138978) | > loss_disc_real_1: 0.1653367280960083 (0.18935362349465945) | > loss_disc_real_2: 0.19702139496803284 (0.2014625172771305) | > loss_disc_real_3: 0.19086964428424835 (0.2056002253680235) | > loss_disc_real_4: 0.19556400179862976 (0.20565342854856566) | > loss_disc_real_5: 0.21887430548667908 (0.20403753405379263) | > loss_0: 2.1787469387054443 (2.2307691837445605) | > grad_norm_0: tensor(67.5186, device='cuda:0') (tensor(49.8958, device='cuda:0')) | > loss_gen: 2.7443110942840576 (2.787513966412888) | > loss_kl: 2.0296103954315186 (2.1174400960573916) | > loss_feat: 8.729899406433105 (8.477750389144067) | > loss_mel: 15.542337417602539 (14.991336548626862) | > loss_duration: 1.6102545261383057 (1.5936565430771799) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.65641212463379 (29.96769755367678) | > grad_norm_1: tensor(1082.1807, device='cuda:0') (tensor(789.8915, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.9137 (0.9237313133627396) | > loader_time: 0.0109 (0.011121666308530826)  --> TIME: 2025-02-21 08:56:30 -- STEP: 729/924 -- GLOBAL_STEP: 200900 | > loss_disc: 2.2448320388793945 (2.2328251081893127) | > loss_disc_real_0: 0.20579926669597626 (0.13107124562228317) | > loss_disc_real_1: 0.16380605101585388 (0.18928221789979474) | > loss_disc_real_2: 0.22389407455921173 (0.2016605073573331) | > loss_disc_real_3: 0.2006058245897293 (0.20563092044923847) | > loss_disc_real_4: 0.2155657857656479 (0.2058295973248279) | > loss_disc_real_5: 0.22962859272956848 (0.20427815403549102) | > loss_0: 2.2448320388793945 (2.2328251081893127) | > grad_norm_0: tensor(60.5074, device='cuda:0') (tensor(50.2521, device='cuda:0')) | > loss_gen: 2.9458110332489014 (2.787021476708976) | > loss_kl: 2.074341058731079 (2.1177463879801133) | > loss_feat: 8.596896171569824 (8.47542822802508) | > loss_mel: 16.308963775634766 (15.003868130499443) | > loss_duration: 1.63607656955719 (1.5937771571516504) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.562088012695312 (29.977841375950106) | > grad_norm_1: tensor(581.0038, device='cuda:0') (tensor(789.1759, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.9927 (0.9241172171751004) | > loader_time: 0.0115 (0.011134475673994731)  --> TIME: 2025-02-21 08:57:17 -- STEP: 779/924 -- GLOBAL_STEP: 200950 | > loss_disc: 2.1739022731781006 (2.2321074645540664) | > loss_disc_real_0: 0.09435584396123886 (0.13126321283763256) | > loss_disc_real_1: 0.1639803797006607 (0.18907456893822958) | > loss_disc_real_2: 0.18873447179794312 (0.20162186565999043) | > loss_disc_real_3: 0.23789140582084656 (0.20560091404920966) | > loss_disc_real_4: 0.20299401879310608 (0.20559087695986683) | > loss_disc_real_5: 0.19093967974185944 (0.2044385062944292) | > loss_0: 2.1739022731781006 (2.2321074645540664) | > grad_norm_0: tensor(28.0838, device='cuda:0') (tensor(49.9785, device='cuda:0')) | > loss_gen: 2.741119861602783 (2.785036340451516) | > loss_kl: 1.9259626865386963 (2.1199525818133074) | > loss_feat: 8.693690299987793 (8.472474027812401) | > loss_mel: 15.733203887939453 (14.992954899319024) | > loss_duration: 1.6348971128463745 (1.5943293752045935) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.728872299194336 (29.9647472195509) | > grad_norm_1: tensor(383.1631, device='cuda:0') (tensor(787.2500, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.9122 (0.9238931437971044) | > loader_time: 0.0125 (0.011137207910246348)  --> TIME: 2025-02-21 08:58:03 -- STEP: 829/924 -- GLOBAL_STEP: 201000 | > loss_disc: 2.1132264137268066 (2.2308133430734043) | > loss_disc_real_0: 0.08219324797391891 (0.13084728921009767) | > loss_disc_real_1: 0.1606082171201706 (0.18898797076559465) | > loss_disc_real_2: 0.20565225183963776 (0.20150359652585947) | > loss_disc_real_3: 0.1689055860042572 (0.20540861224596108) | > loss_disc_real_4: 0.21077264845371246 (0.20553423901087411) | > loss_disc_real_5: 0.15692195296287537 (0.20444436186185358) | > loss_0: 2.1132264137268066 (2.2308133430734043) | > grad_norm_0: tensor(29.9841, device='cuda:0') (tensor(49.8827, device='cuda:0')) | > loss_gen: 2.8886945247650146 (2.784627751648354) | > loss_kl: 2.103452444076538 (2.1198375725487315) | > loss_feat: 9.388259887695312 (8.477303420965285) | > loss_mel: 15.639942169189453 (14.998662899141577) | > loss_duration: 1.543475866317749 (1.593783146653446) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.563825607299805 (29.974214779309687) | > grad_norm_1: tensor(1001.8428, device='cuda:0') (tensor(786.5887, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.9329 (0.9230192259798866) | > loader_time: 0.0107 (0.01113295583874526) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_201000.pth  --> TIME: 2025-02-21 08:58:53 -- STEP: 879/924 -- GLOBAL_STEP: 201050 | > loss_disc: 2.3266453742980957 (2.2317935991883955) | > loss_disc_real_0: 0.1378406584262848 (0.13135889577716395) | > loss_disc_real_1: 0.18589237332344055 (0.18895400894447667) | > loss_disc_real_2: 0.20856444537639618 (0.20150455720595534) | > loss_disc_real_3: 0.22998684644699097 (0.20546953797136955) | > loss_disc_real_4: 0.23443448543548584 (0.2054996707638783) | > loss_disc_real_5: 0.2243466079235077 (0.20469961212831414) | > loss_0: 2.3266453742980957 (2.2317935991883955) | > grad_norm_0: tensor(13.9676, device='cuda:0') (tensor(49.8436, device='cuda:0')) | > loss_gen: 2.663001298904419 (2.7847934243893326) | > loss_kl: 1.9651925563812256 (2.1222789044808725) | > loss_feat: 8.028352737426758 (8.479495787376429) | > loss_mel: 14.461045265197754 (15.002173428106905) | > loss_duration: 1.5849323272705078 (1.5942202282982614) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.702524185180664 (29.98296175447883) | > grad_norm_1: tensor(433.0529, device='cuda:0') (tensor(782.7838, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.9071 (0.9229980591892247) | > loader_time: 0.011 (0.011153501590906688)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.423856019973755 (2.423856019973755) | > loss_disc_real_0: 0.13397590816020966 (0.13397590816020966) | > loss_disc_real_1: 0.18887533247470856 (0.18887533247470856) | > loss_disc_real_2: 0.19709643721580505 (0.19709643721580505) | > loss_disc_real_3: 0.2329014390707016 (0.2329014390707016) | > loss_disc_real_4: 0.22173531353473663 (0.22173531353473663) | > loss_disc_real_5: 0.25210025906562805 (0.25210025906562805) | > loss_0: 2.423856019973755 (2.423856019973755) | > loss_gen: 2.3132078647613525 (2.3132078647613525) | > loss_kl: 1.9040825366973877 (1.9040825366973877) | > loss_feat: 6.836036205291748 (6.836036205291748) | > loss_mel: 13.070826530456543 (13.070826530456543) | > loss_duration: 1.6753069162368774 (1.6753069162368774) | > loss_1: 25.79945945739746 (25.79945945739746)  --> STEP: 1 | > loss_disc: 2.335801124572754 (2.335801124572754) | > loss_disc_real_0: 0.1458117812871933 (0.1458117812871933) | > loss_disc_real_1: 0.19078941643238068 (0.19078941643238068) | > loss_disc_real_2: 0.21239639818668365 (0.21239639818668365) | > loss_disc_real_3: 0.23617447912693024 (0.23617447912693024) | > loss_disc_real_4: 0.20881231129169464 (0.20881231129169464) | > loss_disc_real_5: 0.23651376366615295 (0.23651376366615295) | > loss_0: 2.335801124572754 (2.335801124572754) | > loss_gen: 2.450904130935669 (2.450904130935669) | > loss_kl: 2.003530979156494 (2.003530979156494) | > loss_feat: 7.72202730178833 (7.72202730178833) | > loss_mel: 14.037801742553711 (14.037801742553711) | > loss_duration: 1.689720630645752 (1.689720630645752) | > loss_1: 27.90398406982422 (27.90398406982422)  --> STEP: 2 | > loss_disc: 2.294440507888794 (2.315120816230774) | > loss_disc_real_0: 0.11061254888772964 (0.12821216508746147) | > loss_disc_real_1: 0.1773511916399002 (0.18407030403614044) | > loss_disc_real_2: 0.18554195761680603 (0.19896917790174484) | > loss_disc_real_3: 0.2769823670387268 (0.2565784230828285) | > loss_disc_real_4: 0.2215876579284668 (0.21519998461008072) | > loss_disc_real_5: 0.26001274585723877 (0.24826325476169586) | > loss_0: 2.294440507888794 (2.315120816230774) | > loss_gen: 2.613672971725464 (2.5322885513305664) | > loss_kl: 2.041642904281616 (2.022586941719055) | > loss_feat: 8.356258392333984 (8.039142847061157) | > loss_mel: 15.90047550201416 (14.969138622283936) | > loss_duration: 1.585540771484375 (1.6376307010650635) | > loss_1: 30.497591018676758 (29.20078754425049)  --> STEP: 3 | > loss_disc: 2.452848434448242 (2.361030022303263) | > loss_disc_real_0: 0.11764160543680191 (0.12468864520390828) | > loss_disc_real_1: 0.1865391880273819 (0.18489326536655426) | > loss_disc_real_2: 0.22762228548526764 (0.2085202137629191) | > loss_disc_real_3: 0.2643970549106598 (0.2591846336921056) | > loss_disc_real_4: 0.21592876315116882 (0.21544291079044342) | > loss_disc_real_5: 0.2442077398300171 (0.24691141645113626) | > loss_0: 2.452848434448242 (2.361030022303263) | > loss_gen: 2.342350721359253 (2.4689759413401284) | > loss_kl: 2.080752372741699 (2.041975418726603) | > loss_feat: 6.6039652824401855 (7.560750325520833) | > loss_mel: 13.261208534240723 (14.399828592936197) | > loss_duration: 1.6636450290679932 (1.6463021437327068) | > loss_1: 25.951921463012695 (28.11783218383789)  --> STEP: 4 | > loss_disc: 2.317356586456299 (2.350111663341522) | > loss_disc_real_0: 0.1030702143907547 (0.11928403750061989) | > loss_disc_real_1: 0.17045702040195465 (0.18128420412540436) | > loss_disc_real_2: 0.18947961926460266 (0.20376006513834) | > loss_disc_real_3: 0.27933982014656067 (0.2642234303057194) | > loss_disc_real_4: 0.20390450954437256 (0.2125583104789257) | > loss_disc_real_5: 0.2105794996023178 (0.23782843723893166) | > loss_0: 2.317356586456299 (2.350111663341522) | > loss_gen: 2.406076431274414 (2.4532510638237) | > loss_kl: 2.0068540573120117 (2.0331950783729553) | > loss_feat: 7.72506856918335 (7.601829886436462) | > loss_mel: 14.362208366394043 (14.39042353630066) | > loss_duration: 1.7809754610061646 (1.6799704730510712) | > loss_1: 28.28118324279785 (28.15866994857788)  --> STEP: 5 | > loss_disc: 2.3923861980438232 (2.3585665702819822) | > loss_disc_real_0: 0.1136011853814125 (0.11814746707677841) | > loss_disc_real_1: 0.180972620844841 (0.1812218874692917) | > loss_disc_real_2: 0.2071293145418167 (0.20443391501903535) | > loss_disc_real_3: 0.2978822886943817 (0.27095520198345185) | > loss_disc_real_4: 0.19109958410263062 (0.20826656520366668) | > loss_disc_real_5: 0.30315810441970825 (0.25089437067508696) | > loss_0: 2.3923861980438232 (2.3585665702819822) | > loss_gen: 2.611548662185669 (2.484910583496094) | > loss_kl: 1.7342010736465454 (1.9733962774276734) | > loss_feat: 9.152640342712402 (7.911991977691651) | > loss_mel: 16.31169319152832 (14.77467746734619) | > loss_duration: 1.5392417907714844 (1.6518247365951537) | > loss_1: 31.349327087402344 (28.796801376342774) --> EVAL PERFORMANCE | > avg_loader_time: 0.15795297622680665 (+0.0029262542724609597) | > avg_loss_disc: 2.3585665702819822 (-0.0034485816955567294) | > avg_loss_disc_real_0: 0.11814746707677841 (+0.0012639194726943997) | > avg_loss_disc_real_1: 0.1812218874692917 (-0.050368776917457586) | > avg_loss_disc_real_2: 0.20443391501903535 (-0.04976452589035035) | > avg_loss_disc_real_3: 0.27095520198345185 (+0.03650112748146059) | > avg_loss_disc_real_4: 0.20826656520366668 (-0.022885563969612138) | > avg_loss_disc_real_5: 0.25089437067508696 (+0.019459241628646845) | > avg_loss_0: 2.3585665702819822 (-0.0034485816955567294) | > avg_loss_gen: 2.484910583496094 (-0.051798439025878995) | > avg_loss_kl: 1.9733962774276734 (-0.05939173698425293) | > avg_loss_feat: 7.911991977691651 (+0.5818510055541992) | > avg_loss_mel: 14.77467746734619 (+1.603079223632811) | > avg_loss_duration: 1.6518247365951537 (-1.6665458679288037e-05) | > avg_loss_1: 28.796801376342774 (+2.0737243652343764)  > EPOCH: 168/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 08:59:43)   --> TIME: 2025-02-21 08:59:49 -- STEP: 5/924 -- GLOBAL_STEP: 201100 | > loss_disc: 2.3445656299591064 (2.260752534866333) | > loss_disc_real_0: 0.1599915325641632 (0.13062785863876342) | > loss_disc_real_1: 0.19406402111053467 (0.18934557735919952) | > loss_disc_real_2: 0.21070615947246552 (0.20856475234031677) | > loss_disc_real_3: 0.22252912819385529 (0.2136395126581192) | > loss_disc_real_4: 0.21477903425693512 (0.21789948940277098) | > loss_disc_real_5: 0.1974695473909378 (0.20174078941345214) | > loss_0: 2.3445656299591064 (2.260752534866333) | > grad_norm_0: tensor(44.3137, device='cuda:0') (tensor(62.1255, device='cuda:0')) | > loss_gen: 2.6006593704223633 (2.8101690769195558) | > loss_kl: 2.0300869941711426 (2.1808833122253417) | > loss_feat: 7.978692054748535 (8.598393440246582) | > loss_mel: 15.825016975402832 (15.581210517883301) | > loss_duration: 1.614030122756958 (1.5758511543273925) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.048486709594727 (30.746508407592774) | > grad_norm_1: tensor(389.4986, device='cuda:0') (tensor(803.0400, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.9541 (0.9244957447052002) | > loader_time: 0.0104 (0.010382461547851562)  --> TIME: 2025-02-21 09:00:36 -- STEP: 55/924 -- GLOBAL_STEP: 201150 | > loss_disc: 2.3072104454040527 (2.2530329834331178) | > loss_disc_real_0: 0.22580885887145996 (0.13607322072440928) | > loss_disc_real_1: 0.1683744341135025 (0.19370621984655206) | > loss_disc_real_2: 0.17589746415615082 (0.20331501120870762) | > loss_disc_real_3: 0.19190192222595215 (0.20601627420295368) | > loss_disc_real_4: 0.18722552061080933 (0.20535274744033813) | > loss_disc_real_5: 0.22554747760295868 (0.2036210759119554) | > loss_0: 2.3072104454040527 (2.2530329834331178) | > grad_norm_0: tensor(89.9224, device='cuda:0') (tensor(54.0455, device='cuda:0')) | > loss_gen: 2.768240451812744 (2.7876161271875555) | > loss_kl: 1.976730227470398 (2.1140109582380826) | > loss_feat: 7.862508296966553 (8.414020798423074) | > loss_mel: 14.352598190307617 (15.04074448672208) | > loss_duration: 1.6009635925292969 (1.5964671676809137) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.5610408782959 (29.952859566428444) | > grad_norm_1: tensor(538.4861, device='cuda:0') (tensor(819.7724, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.8843 (0.9210907545956698) | > loader_time: 0.0102 (0.01110132824290882)  --> TIME: 2025-02-21 09:01:23 -- STEP: 105/924 -- GLOBAL_STEP: 201200 | > loss_disc: 2.148162603378296 (2.2370178744906486) | > loss_disc_real_0: 0.08445367962121964 (0.13265795069081443) | > loss_disc_real_1: 0.15763266384601593 (0.19079337276163552) | > loss_disc_real_2: 0.14421042799949646 (0.19994661921546572) | > loss_disc_real_3: 0.1809321790933609 (0.20635578263373602) | > loss_disc_real_4: 0.21155591309070587 (0.2055961357695716) | > loss_disc_real_5: 0.1480254977941513 (0.20442447931993576) | > loss_0: 2.148162603378296 (2.2370178744906486) | > grad_norm_0: tensor(27.0033, device='cuda:0') (tensor(49.7377, device='cuda:0')) | > loss_gen: 2.827070474624634 (2.7756027221679687) | > loss_kl: 2.256094455718994 (2.140275939305624) | > loss_feat: 9.131166458129883 (8.420853664761493) | > loss_mel: 16.787567138671875 (14.990048499334426) | > loss_duration: 1.5654493570327759 (1.5934246585482643) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.56734848022461 (29.920205397832962) | > grad_norm_1: tensor(769.5725, device='cuda:0') (tensor(794.7787, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.9363 (0.9213682447160993) | > loader_time: 0.0114 (0.011166940416608538)  --> TIME: 2025-02-21 09:02:10 -- STEP: 155/924 -- GLOBAL_STEP: 201250 | > loss_disc: 2.227365732192993 (2.2374670720869507) | > loss_disc_real_0: 0.16094835102558136 (0.13292792379375423) | > loss_disc_real_1: 0.1706470400094986 (0.1901667314191018) | > loss_disc_real_2: 0.2153266817331314 (0.20016928593958574) | > loss_disc_real_3: 0.2075224369764328 (0.20674697026129693) | > loss_disc_real_4: 0.19705818593502045 (0.20669151708003008) | > loss_disc_real_5: 0.23524314165115356 (0.20420547473815182) | > loss_0: 2.227365732192993 (2.2374670720869507) | > grad_norm_0: tensor(36.0735, device='cuda:0') (tensor(51.8570, device='cuda:0')) | > loss_gen: 2.874769687652588 (2.7867655692561986) | > loss_kl: 2.0338892936706543 (2.120219772861851) | > loss_feat: 7.954075813293457 (8.43768756927982) | > loss_mel: 14.061945915222168 (14.982907178325037) | > loss_duration: 1.5793428421020508 (1.594048491601022) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.504024505615234 (29.921628533640217) | > grad_norm_1: tensor(1019.5553, device='cuda:0') (tensor(799.0554, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.9242 (0.9229348336496661) | > loader_time: 0.0103 (0.011193380048198084)  --> TIME: 2025-02-21 09:02:57 -- STEP: 205/924 -- GLOBAL_STEP: 201300 | > loss_disc: 2.1481592655181885 (2.230691817911662) | > loss_disc_real_0: 0.10773716121912003 (0.1323526247063788) | > loss_disc_real_1: 0.178895503282547 (0.18969226370497447) | > loss_disc_real_2: 0.20039257407188416 (0.19993008062606898) | > loss_disc_real_3: 0.1841876059770584 (0.20534217888262213) | > loss_disc_real_4: 0.1782686412334442 (0.20658626440094735) | > loss_disc_real_5: 0.21122196316719055 (0.20291866580160653) | > loss_0: 2.1481592655181885 (2.230691817911662) | > grad_norm_0: tensor(38.6857, device='cuda:0') (tensor(51.8260, device='cuda:0')) | > loss_gen: 2.8439652919769287 (2.7922016771828257) | > loss_kl: 2.1882457733154297 (2.120669567294238) | > loss_feat: 9.051430702209473 (8.464977538876413) | > loss_mel: 15.23580265045166 (14.98458026327738) | > loss_duration: 1.5311063528060913 (1.5928683606589717) | > amp_scaler: 256.0 (133.61951219512196) | > loss_1: 30.85055160522461 (29.955297386355518) | > grad_norm_1: tensor(843.7108, device='cuda:0') (tensor(810.2049, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.9272 (0.9224978249247481) | > loader_time: 0.0104 (0.01117963325686571)  --> TIME: 2025-02-21 09:03:44 -- STEP: 255/924 -- GLOBAL_STEP: 201350 | > loss_disc: 2.351618528366089 (2.2346455050449765) | > loss_disc_real_0: 0.1552540510892868 (0.1328184003485184) | > loss_disc_real_1: 0.21208281815052032 (0.189582286103099) | > loss_disc_real_2: 0.23442013561725616 (0.20053735311124835) | > loss_disc_real_3: 0.23372656106948853 (0.2052114593632081) | > loss_disc_real_4: 0.21485932171344757 (0.20639734168847398) | > loss_disc_real_5: 0.21049176156520844 (0.20416225475423477) | > loss_0: 2.351618528366089 (2.2346455050449765) | > grad_norm_0: tensor(22.3411, device='cuda:0') (tensor(49.4341, device='cuda:0')) | > loss_gen: 2.6364145278930664 (2.777078788420733) | > loss_kl: 1.8504149913787842 (2.119183828783972) | > loss_feat: 7.3942131996154785 (8.442407996981743) | > loss_mel: 13.36925220489502 (14.98210989634196) | > loss_duration: 1.5587599277496338 (1.5942114418628173) | > amp_scaler: 256.0 (157.61568627450978) | > loss_1: 26.809053421020508 (29.914991962208468) | > grad_norm_1: tensor(294.4172, device='cuda:0') (tensor(737.3167, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.8681 (0.9218557937472475) | > loader_time: 0.0091 (0.011136100806441961)  --> TIME: 2025-02-21 09:04:31 -- STEP: 305/924 -- GLOBAL_STEP: 201400 | > loss_disc: 2.393770694732666 (2.234861566981333) | > loss_disc_real_0: 0.29501983523368835 (0.13444029884260209) | > loss_disc_real_1: 0.14803898334503174 (0.18961787448554737) | > loss_disc_real_2: 0.20724549889564514 (0.20041385087810573) | > loss_disc_real_3: 0.2432716190814972 (0.20506582997861456) | > loss_disc_real_4: 0.2136630266904831 (0.20579718761756777) | > loss_disc_real_5: 0.22759780287742615 (0.20377523390973196) | > loss_0: 2.393770694732666 (2.234861566981333) | > grad_norm_0: tensor(67.1923, device='cuda:0') (tensor(48.2219, device='cuda:0')) | > loss_gen: 2.8645997047424316 (2.772713203117495) | > loss_kl: 2.070272922515869 (2.1123638895691426) | > loss_feat: 8.020145416259766 (8.425248339918788) | > loss_mel: 14.703271865844727 (14.970621096501585) | > loss_duration: 1.61289644241333 (1.594384960659215) | > amp_scaler: 128.0 (162.41311475409844) | > loss_1: 29.27118492126465 (29.87533151595319) | > grad_norm_1: tensor(627.8707, device='cuda:0') (tensor(721.0250, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.9393 (0.9222638372515068) | > loader_time: 0.0099 (0.011102658412495598)  --> TIME: 2025-02-21 09:05:18 -- STEP: 355/924 -- GLOBAL_STEP: 201450 | > loss_disc: 2.376784086227417 (2.2340947675033376) | > loss_disc_real_0: 0.11139178276062012 (0.13408981532278205) | > loss_disc_real_1: 0.1761203557252884 (0.18956834464006014) | > loss_disc_real_2: 0.23445652425289154 (0.2006538002843588) | > loss_disc_real_3: 0.19896169006824493 (0.2045439105638316) | > loss_disc_real_4: 0.22790303826332092 (0.20550306200141638) | > loss_disc_real_5: 0.2098461538553238 (0.2036420605552028) | > loss_0: 2.376784086227417 (2.2340947675033376) | > grad_norm_0: tensor(30.1074, device='cuda:0') (tensor(48.0407, device='cuda:0')) | > loss_gen: 2.600959300994873 (2.77139794994408) | > loss_kl: 2.198871374130249 (2.1141722081412735) | > loss_feat: 7.672083854675293 (8.429719942388395) | > loss_mel: 13.735041618347168 (14.97738984067675) | > loss_duration: 1.5831420421600342 (1.594442994493834) | > amp_scaler: 128.0 (157.56619718309875) | > loss_1: 27.790098190307617 (29.887122946725764) | > grad_norm_1: tensor(192.5400, device='cuda:0') (tensor(715.2217, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.9168 (0.923586186556749) | > loader_time: 0.0131 (0.011106996133293905)  --> TIME: 2025-02-21 09:06:05 -- STEP: 405/924 -- GLOBAL_STEP: 201500 | > loss_disc: 2.2574896812438965 (2.232915182466862) | > loss_disc_real_0: 0.07702850550413132 (0.13403587525273558) | > loss_disc_real_1: 0.2084845006465912 (0.18958700306621593) | > loss_disc_real_2: 0.22316119074821472 (0.2009410986193904) | > loss_disc_real_3: 0.2068329006433487 (0.2046318045000971) | > loss_disc_real_4: 0.2118944674730301 (0.20543560635896377) | > loss_disc_real_5: 0.18138837814331055 (0.20307532037481843) | > loss_0: 2.2574896812438965 (2.232915182466862) | > grad_norm_0: tensor(48.8201, device='cuda:0') (tensor(48.0073, device='cuda:0')) | > loss_gen: 2.873918056488037 (2.778908774293501) | > loss_kl: 2.139909505844116 (2.116922710265644) | > loss_feat: 9.045112609863281 (8.451999023814256) | > loss_mel: 14.767322540283203 (14.985865084330241) | > loss_duration: 1.5916082859039307 (1.5948258691363868) | > amp_scaler: 128.0 (153.91604938271632) | > loss_1: 30.417871475219727 (29.928521474202473) | > grad_norm_1: tensor(1243.3578, device='cuda:0') (tensor(733.7618, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.934 (0.9235743928838659) | > loader_time: 0.0107 (0.01114564471774631)  --> TIME: 2025-02-21 09:06:52 -- STEP: 455/924 -- GLOBAL_STEP: 201550 | > loss_disc: 2.2597663402557373 (2.2311292192438152) | > loss_disc_real_0: 0.14841192960739136 (0.13302099737492246) | > loss_disc_real_1: 0.23155276477336884 (0.18956193285328996) | > 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(0.011085880195701515)  --> TIME: 2025-02-21 09:07:39 -- STEP: 505/924 -- GLOBAL_STEP: 201600 | > loss_disc: 2.324816942214966 (2.2324824373320786) | > loss_disc_real_0: 0.11518793553113937 (0.13335404685965865) | > loss_disc_real_1: 0.2113642692565918 (0.18997536761925946) | > loss_disc_real_2: 0.22118248045444489 (0.2009716255830066) | > loss_disc_real_3: 0.22885654866695404 (0.20478362364344077) | > loss_disc_real_4: 0.2291773110628128 (0.20529855389406185) | > loss_disc_real_5: 0.20621557533740997 (0.20354967034689264) | > loss_0: 2.324816942214966 (2.2324824373320786) | > grad_norm_0: tensor(28.5155, device='cuda:0') (tensor(47.7346, device='cuda:0')) | > loss_gen: 2.4667677879333496 (2.780717930935398) | > loss_kl: 2.287243127822876 (2.1211639588422133) | > loss_feat: 7.527231693267822 (8.466822349435025) | > loss_mel: 14.240519523620605 (15.035850726967992) | > loss_duration: 1.5623818635940552 (1.5940885385664385) | > amp_scaler: 128.0 (148.78415841584174) | > loss_1: 28.084144592285156 (29.998643508760054) | > grad_norm_1: tensor(209.8209, device='cuda:0') (tensor(743.6554, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.901 (0.9241651242322261) | > loader_time: 0.01 (0.011091783259174611)  --> TIME: 2025-02-21 09:08:26 -- STEP: 555/924 -- GLOBAL_STEP: 201650 | > loss_disc: 2.40787672996521 (2.2324688999502516) | > loss_disc_real_0: 0.2148200273513794 (0.13302172722445957) | > loss_disc_real_1: 0.19876471161842346 (0.19001145642082964) | > loss_disc_real_2: 0.2416565716266632 (0.20102124069188093) | > loss_disc_real_3: 0.2414865344762802 (0.20488844368908854) | > loss_disc_real_4: 0.2302277684211731 (0.2050480796678646) | > loss_disc_real_5: 0.2467932254076004 (0.2037626522618371) | > loss_0: 2.40787672996521 (2.2324688999502516) | > grad_norm_0: tensor(84.1573, device='cuda:0') (tensor(48.1144, device='cuda:0')) | > loss_gen: 2.760925531387329 (2.782522436520002) | > loss_kl: 2.0638105869293213 (2.11878803936211) | > loss_feat: 7.773913860321045 (8.470250914977473) | > loss_mel: 14.211567878723145 (15.032072654930321) | > loss_duration: 1.5765849351882935 (1.594441431921882) | > amp_scaler: 128.0 (146.91171171171186) | > loss_1: 28.386804580688477 (29.99807549210282) | > grad_norm_1: tensor(735.4344, device='cuda:0') (tensor(753.5116, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.876 (0.9239591014277828) | > loader_time: 0.0123 (0.011086445456152564)  --> TIME: 2025-02-21 09:09:13 -- STEP: 605/924 -- GLOBAL_STEP: 201700 | > loss_disc: 2.10871958732605 (2.230935548159703) | > loss_disc_real_0: 0.059045035392045975 (0.13252281463466406) | > loss_disc_real_1: 0.19697238504886627 (0.19000537447200322) | > loss_disc_real_2: 0.16472849249839783 (0.20093047478474865) | > loss_disc_real_3: 0.18510128557682037 (0.205009974650115) | > loss_disc_real_4: 0.19415219128131866 (0.20484009252106847) | > loss_disc_real_5: 0.15924227237701416 (0.2038418663434746) | > loss_0: 2.10871958732605 (2.230935548159703) | > grad_norm_0: tensor(22.4413, device='cuda:0') (tensor(48.5760, device='cuda:0')) | > loss_gen: 2.7751622200012207 (2.7849348399264766) | > loss_kl: 2.1162049770355225 (2.116576779578344) | > loss_feat: 8.807085990905762 (8.480171442425933) | > loss_mel: 16.0513973236084 (15.034949550155766) | > loss_duration: 1.585758924484253 (1.5941212630468962) | > amp_scaler: 128.0 (145.34876033057864) | > loss_1: 31.335609436035156 (30.010753880650544) | > grad_norm_1: tensor(874.7016, device='cuda:0') (tensor(760.3705, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.9228 (0.924017186204264) | > loader_time: 0.0144 (0.011109549546044727)  --> TIME: 2025-02-21 09:10:00 -- STEP: 655/924 -- GLOBAL_STEP: 201750 | > loss_disc: 2.1683812141418457 (2.2300296060911586) | > loss_disc_real_0: 0.0984196737408638 (0.13232813663496318) | > loss_disc_real_1: 0.1755886971950531 (0.18975397293804258) | > loss_disc_real_2: 0.2080276757478714 (0.2007943510099222) | > loss_disc_real_3: 0.2240750789642334 (0.20514088220723714) | > loss_disc_real_4: 0.21184059977531433 (0.2046828545004357) | > loss_disc_real_5: 0.2007070630788803 (0.2039638687636106) | > loss_0: 2.1683812141418457 (2.2300296060911586) | > grad_norm_0: tensor(20.2669, device='cuda:0') (tensor(47.4521, device='cuda:0')) | > loss_gen: 2.7937541007995605 (2.7814958084630614) | > loss_kl: 2.1891677379608154 (2.1151008052680327) | > loss_feat: 9.105798721313477 (8.475378101290634) | > loss_mel: 15.41769790649414 (15.029105851850437) | > loss_duration: 1.6148021221160889 (1.5938868475324333) | > amp_scaler: 128.0 (144.02442748091624) | > loss_1: 31.1212215423584 (29.994967441704436) | > grad_norm_1: tensor(674.0903, device='cuda:0') (tensor(747.0565, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.9796 (0.924028736944417) | > loader_time: 0.0135 (0.01114559173583985)  --> TIME: 2025-02-21 09:10:47 -- STEP: 705/924 -- GLOBAL_STEP: 201800 | > loss_disc: 2.2378287315368652 (2.230290768163424) | > loss_disc_real_0: 0.09089736640453339 (0.13322890007749524) | > loss_disc_real_1: 0.22956059873104095 (0.1897274454646077) | > loss_disc_real_2: 0.22068506479263306 (0.20077864282520108) | > loss_disc_real_3: 0.24653974175453186 (0.20520261441562193) | > loss_disc_real_4: 0.2519838511943817 (0.20475573157165067) | > loss_disc_real_5: 0.2273527979850769 (0.20362125288510152) | > loss_0: 2.2378287315368652 (2.230290768163424) | > grad_norm_0: tensor(46.2807, device='cuda:0') (tensor(47.6834, device='cuda:0')) | > loss_gen: 2.9507956504821777 (2.784748523116959) | > loss_kl: 2.055377960205078 (2.114109564503877) | > loss_feat: 8.461883544921875 (8.481654773198116) | > loss_mel: 13.671049118041992 (15.018274158450728) | > loss_duration: 1.5949733257293701 (1.593972549539932) | > amp_scaler: 128.0 (142.88794326241157) | > loss_1: 28.734079360961914 (29.99275957472781) | > grad_norm_1: tensor(873.9291, device='cuda:0') (tensor(750.6436, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.9179 (0.9240020941335259) | > loader_time: 0.0102 (0.011147803110433816)  --> TIME: 2025-02-21 09:11:34 -- STEP: 755/924 -- GLOBAL_STEP: 201850 | > loss_disc: 2.289494514465332 (2.2311701296181075) | > loss_disc_real_0: 0.12035129964351654 (0.1331071621534842) | > loss_disc_real_1: 0.173694908618927 (0.18964019390131467) | > loss_disc_real_2: 0.2100399136543274 (0.20093772172533128) | > loss_disc_real_3: 0.24815358221530914 (0.20533196724803243) | > loss_disc_real_4: 0.22690226137638092 (0.20479298620823994) | > loss_disc_real_5: 0.20958153903484344 (0.20370810991091445) | > loss_0: 2.289494514465332 (2.2311701296181075) | > grad_norm_0: tensor(44.8162, device='cuda:0') (tensor(47.7567, device='cuda:0')) | > loss_gen: 2.8904824256896973 (2.7845993828299833) | > loss_kl: 2.129074811935425 (2.111978548883599) | > loss_feat: 8.913362503051758 (8.478308095363577) | > loss_mel: 15.686896324157715 (15.018357794805867) | > loss_duration: 1.5849409103393555 (1.5938961902201576) | > amp_scaler: 128.0 (141.90198675496706) | > loss_1: 31.204757690429688 (29.987140013840026) | > grad_norm_1: tensor(1225.2164, device='cuda:0') (tensor(749.9195, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.909 (0.9238325412699718) | > loader_time: 0.0109 (0.011170520529841752)  --> TIME: 2025-02-21 09:12:20 -- STEP: 805/924 -- GLOBAL_STEP: 201900 | > loss_disc: 2.4645121097564697 (2.23230965611357) | > loss_disc_real_0: 0.3011864423751831 (0.1335071010711772) | > loss_disc_real_1: 0.22381262481212616 (0.18959205872523863) | > loss_disc_real_2: 0.2183220535516739 (0.20090390947294534) | > loss_disc_real_3: 0.23085421323776245 (0.20562558137111783) | > loss_disc_real_4: 0.24972747266292572 (0.20508657949311393) | > loss_disc_real_5: 0.2301458865404129 (0.2037021061278278) | > loss_0: 2.4645121097564697 (2.23230965611357) | > grad_norm_0: tensor(86.9038, device='cuda:0') (tensor(48.0855, device='cuda:0')) | > loss_gen: 2.650033950805664 (2.7830712990731197) | > loss_kl: 1.9033271074295044 (2.1092705457106846) | > loss_feat: 6.697607040405273 (8.467170244418297) | > loss_mel: 12.29116153717041 (14.996425108583818) | > loss_duration: 1.6228530406951904 (1.5940840235408054) | > amp_scaler: 128.0 (141.0385093167703) | > loss_1: 25.164981842041016 (29.95002123198894) | > grad_norm_1: tensor(590.0500, device='cuda:0') (tensor(756.9930, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.9328 (0.9229816327183883) | > loader_time: 0.0108 (0.011152958425675867)  --> TIME: 2025-02-21 09:13:07 -- STEP: 855/924 -- GLOBAL_STEP: 201950 | > loss_disc: 2.1769537925720215 (2.2308926720368225) | > loss_disc_real_0: 0.09286971390247345 (0.13303626387091433) | > loss_disc_real_1: 0.17357543110847473 (0.18947824727722082) | > loss_disc_real_2: 0.18850131332874298 (0.20089711980861533) | > loss_disc_real_3: 0.18781718611717224 (0.2054523872876028) | > loss_disc_real_4: 0.16782745718955994 (0.20493302807124736) | > loss_disc_real_5: 0.17514467239379883 (0.20374646840388314) | > loss_0: 2.1769537925720215 (2.2308926720368225) | > grad_norm_0: tensor(46.6914, device='cuda:0') (tensor(48.0897, device='cuda:0')) | > loss_gen: 2.758171558380127 (2.782312229781124) | > loss_kl: 2.164760112762451 (2.1105105956395422) | > loss_feat: 8.6522855758667 (8.469880391840332) | > loss_mel: 14.101223945617676 (14.999845821536772) | > loss_duration: 1.6270543336868286 (1.5938729452110876) | > amp_scaler: 128.0 (140.276023391813) | > loss_1: 29.303495407104492 (29.95642201161524) | > grad_norm_1: tensor(982.1071, device='cuda:0') (tensor(756.0922, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.9162 (0.9230062797055607) | > loader_time: 0.0117 (0.01114557974519786)  --> TIME: 2025-02-21 09:13:54 -- STEP: 905/924 -- GLOBAL_STEP: 202000 | > loss_disc: 2.066547393798828 (2.228880857367542) | > loss_disc_real_0: 0.09444106370210648 (0.132532991328951) | > loss_disc_real_1: 0.16234295070171356 (0.18928386834115615) | > loss_disc_real_2: 0.14980120956897736 (0.20088441604079466) | > loss_disc_real_3: 0.16865293681621552 (0.20537137030237945) | > loss_disc_real_4: 0.20046745240688324 (0.20488976872428347) | > loss_disc_real_5: 0.13793811202049255 (0.20360656874614527) | > loss_0: 2.066547393798828 (2.228880857367542) | > grad_norm_0: tensor(32.7938, device='cuda:0') (tensor(48.1319, device='cuda:0')) | > loss_gen: 2.8405466079711914 (2.783724982172087) | > loss_kl: 2.161449432373047 (2.109685159388161) | > loss_feat: 9.828093528747559 (8.477930231779299) | > loss_mel: 15.87685775756836 (15.00362005286454) | > loss_duration: 1.5797951221466064 (1.5937297497006415) | > amp_scaler: 128.0 (139.5977900552487) | > loss_1: 32.2867431640625 (29.968690206201035) | > grad_norm_1: tensor(999.7644, device='cuda:0') (tensor(762.1803, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.9052 (0.9222701583778002) | > loader_time: 0.0104 (0.011141081014390814) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_202000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3539421558380127 (2.3539421558380127) | > loss_disc_real_0: 0.10590735077857971 (0.10590735077857971) | > loss_disc_real_1: 0.21643497049808502 (0.21643497049808502) | > loss_disc_real_2: 0.1969202607870102 (0.1969202607870102) | > loss_disc_real_3: 0.16909660398960114 (0.16909660398960114) | > loss_disc_real_4: 0.18474681675434113 (0.18474681675434113) | > loss_disc_real_5: 0.17650581896305084 (0.17650581896305084) | > loss_0: 2.3539421558380127 (2.3539421558380127) | > loss_gen: 2.2651829719543457 (2.2651829719543457) | > loss_kl: 2.021937370300293 (2.021937370300293) | > loss_feat: 7.649979114532471 (7.649979114532471) | > loss_mel: 13.666199684143066 (13.666199684143066) | > loss_duration: 1.6782112121582031 (1.6782112121582031) | > loss_1: 27.281509399414062 (27.281509399414062)  --> STEP: 1 | > loss_disc: 2.6165409088134766 (2.6165409088134766) | > loss_disc_real_0: 0.10665684193372726 (0.10665684193372726) | > loss_disc_real_1: 0.22316531836986542 (0.22316531836986542) | > loss_disc_real_2: 0.230671688914299 (0.230671688914299) | > loss_disc_real_3: 0.16804125905036926 (0.16804125905036926) | > loss_disc_real_4: 0.22959087789058685 (0.22959087789058685) | > loss_disc_real_5: 0.1863478124141693 (0.1863478124141693) | > loss_0: 2.6165409088134766 (2.6165409088134766) | > loss_gen: 1.952408790588379 (1.952408790588379) | > loss_kl: 2.146073579788208 (2.146073579788208) | > loss_feat: 5.9613542556762695 (5.9613542556762695) | > loss_mel: 11.542206764221191 (11.542206764221191) | > loss_duration: 1.6831141710281372 (1.6831141710281372) | > loss_1: 23.285158157348633 (23.285158157348633)  --> STEP: 2 | > loss_disc: 2.451727867126465 (2.5341343879699707) | > loss_disc_real_0: 0.10426519811153412 (0.10546102002263069) | > loss_disc_real_1: 0.2161586433649063 (0.21966198086738586) | > loss_disc_real_2: 0.21079890429973602 (0.22073529660701752) | > loss_disc_real_3: 0.17858891189098358 (0.17331508547067642) | > loss_disc_real_4: 0.20866991579532623 (0.21913039684295654) | > loss_disc_real_5: 0.21484635770320892 (0.20059708505868912) | > loss_0: 2.451727867126465 (2.5341343879699707) | > loss_gen: 2.235391855239868 (2.0939003229141235) | > loss_kl: 2.067770004272461 (2.1069217920303345) | > loss_feat: 7.062642574310303 (6.511998414993286) | > loss_mel: 13.148097038269043 (12.345151901245117) | > loss_duration: 1.5908448696136475 (1.6369795203208923) | > loss_1: 26.104747772216797 (24.694952964782715)  --> STEP: 3 | > loss_disc: 2.5061960220336914 (2.5248215993245444) | > loss_disc_real_0: 0.1150098592042923 (0.1086439664165179) | > loss_disc_real_1: 0.24287301301956177 (0.22739899158477783) | > loss_disc_real_2: 0.21858853101730347 (0.22001970807711282) | > loss_disc_real_3: 0.18264348804950714 (0.17642455299695334) | > loss_disc_real_4: 0.23290233314037323 (0.22372104227542877) | > loss_disc_real_5: 0.18790148198604584 (0.19636521736780801) | > loss_0: 2.5061960220336914 (2.5248215993245444) | > loss_gen: 2.156067132949829 (2.1146225929260254) | > loss_kl: 2.1009204387664795 (2.104921340942383) | > loss_feat: 6.075558662414551 (6.366518497467041) | > loss_mel: 12.278589248657227 (12.322964350382486) | > loss_duration: 1.671852946281433 (1.6486039956410725) | > loss_1: 24.282987594604492 (24.55763117472331)  --> STEP: 4 | > loss_disc: 2.4939985275268555 (2.517115831375122) | > loss_disc_real_0: 0.09654314815998077 (0.10561876185238361) | > loss_disc_real_1: 0.2198522537946701 (0.2255123071372509) | > loss_disc_real_2: 0.22256816923618317 (0.22065682336688042) | > loss_disc_real_3: 0.16886940598487854 (0.17453576624393463) | > loss_disc_real_4: 0.21320992708206177 (0.22109326347708702) | > loss_disc_real_5: 0.22018428146839142 (0.20231998339295387) | > loss_0: 2.4939985275268555 (2.517115831375122) | > loss_gen: 2.1726386547088623 (2.1291266083717346) | > loss_kl: 2.1732289791107178 (2.1219982504844666) | > loss_feat: 6.827248573303223 (6.481701016426086) | > loss_mel: 12.645735740661621 (12.40365719795227) | > loss_duration: 1.761483907699585 (1.6768239736557007) | > loss_1: 25.58033561706543 (24.813307285308838)  --> STEP: 5 | > loss_disc: 2.271780490875244 (2.4680487632751467) | > loss_disc_real_0: 0.10183634608983994 (0.10486227869987488) | > loss_disc_real_1: 0.21759499609470367 (0.22392884492874146) | > loss_disc_real_2: 0.2628714144229889 (0.22909974157810212) | > loss_disc_real_3: 0.19222746789455414 (0.17807410657405853) | > loss_disc_real_4: 0.20788227021694183 (0.218451064825058) | > loss_disc_real_5: 0.212265744805336 (0.2043091356754303) | > loss_0: 2.271780490875244 (2.4680487632751467) | > loss_gen: 2.6512622833251953 (2.233553743362427) | > loss_kl: 1.985282301902771 (2.0946550607681274) | > loss_feat: 8.406400680541992 (6.866640949249268) | > loss_mel: 17.279891967773438 (13.378904151916505) | > loss_duration: 1.4985796213150024 (1.641175103187561) | > loss_1: 31.821414947509766 (26.214928817749023) --> EVAL PERFORMANCE | > avg_loader_time: 0.15709285736083983 (-0.0008601188659668191) | > avg_loss_disc: 2.4680487632751467 (+0.10948219299316442) | > avg_loss_disc_real_0: 0.10486227869987488 (-0.013285188376903526) | > avg_loss_disc_real_1: 0.22392884492874146 (+0.042706957459449774) | > avg_loss_disc_real_2: 0.22909974157810212 (+0.024665826559066767) | > avg_loss_disc_real_3: 0.17807410657405853 (-0.09288109540939332) | > avg_loss_disc_real_4: 0.218451064825058 (+0.010184499621391313) | > avg_loss_disc_real_5: 0.2043091356754303 (-0.046585234999656666) | > avg_loss_0: 2.4680487632751467 (+0.10948219299316442) | > avg_loss_gen: 2.233553743362427 (-0.251356840133667) | > avg_loss_kl: 2.0946550607681274 (+0.12125878334045392) | > avg_loss_feat: 6.866640949249268 (-1.0453510284423828) | > avg_loss_mel: 13.378904151916505 (-1.395773315429686) | > avg_loss_duration: 1.641175103187561 (-0.010649633407592729) | > avg_loss_1: 26.214928817749023 (-2.5818725585937514)  > EPOCH: 169/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 09:14:22)   --> TIME: 2025-02-21 09:14:53 -- STEP: 31/924 -- GLOBAL_STEP: 202050 | > loss_disc: 2.2539587020874023 (2.216049801918768) | > loss_disc_real_0: 0.06535672396421432 (0.12772243890550833) | > loss_disc_real_1: 0.17909394204616547 (0.1902942849743751) | > loss_disc_real_2: 0.19180089235305786 (0.20016507948598555) | > loss_disc_real_3: 0.16953223943710327 (0.20392635945350893) | > loss_disc_real_4: 0.20920465886592865 (0.20550129538582218) | > loss_disc_real_5: 0.18817703425884247 (0.2011765842476199) | > loss_0: 2.2539587020874023 (2.216049801918768) | > grad_norm_0: tensor(33.4708, device='cuda:0') (tensor(55.0069, device='cuda:0')) | > loss_gen: 2.7835285663604736 (2.82993346644986) | > loss_kl: 2.0334084033966064 (2.111060019462339) | > loss_feat: 7.832439422607422 (8.586924352953512) | > loss_mel: 14.627058982849121 (15.109046659161967) | > loss_duration: 1.6260247230529785 (1.5920826696580457) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.9024600982666 (30.229047159994803) | > grad_norm_1: tensor(748.5078, device='cuda:0') (tensor(784.8195, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.9059 (0.9247501896273705) | > loader_time: 0.0099 (0.010759884311306861)  --> TIME: 2025-02-21 09:15:41 -- STEP: 81/924 -- GLOBAL_STEP: 202100 | > loss_disc: 2.2250213623046875 (2.2209147023565983) | > loss_disc_real_0: 0.13364963233470917 (0.13091991919978166) | > loss_disc_real_1: 0.22844401001930237 (0.18922616375817194) | > loss_disc_real_2: 0.18369132280349731 (0.19790939931516294) | > loss_disc_real_3: 0.23125705122947693 (0.20609511931737265) | > loss_disc_real_4: 0.20774884521961212 (0.2061437204664136) | > loss_disc_real_5: 0.2078026831150055 (0.20380522310733795) | > loss_0: 2.2250213623046875 (2.2209147023565983) | > grad_norm_0: tensor(49.7723, device='cuda:0') (tensor(51.4576, device='cuda:0')) | > loss_gen: 2.7434003353118896 (2.8134043864261957) | > loss_kl: 2.0290095806121826 (2.0922161370147894) | > loss_feat: 8.030860900878906 (8.536987210497442) | > loss_mel: 14.661006927490234 (15.044341346363963) | > loss_duration: 1.5741441249847412 (1.5939287653675787) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.038423538208008 (30.080877892765) | > grad_norm_1: tensor(688.5756, device='cuda:0') (tensor(723.4619, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.9491 (0.9315624384232509) | > loader_time: 0.0136 (0.011056420243816614)  --> TIME: 2025-02-21 09:16:28 -- STEP: 131/924 -- GLOBAL_STEP: 202150 | > loss_disc: 2.275752067565918 (2.2261911639730445) | > loss_disc_real_0: 0.09131529927253723 (0.13233043159578586) | > loss_disc_real_1: 0.19507859647274017 (0.18926730820240867) | > loss_disc_real_2: 0.19411054253578186 (0.19881232560590933) | > loss_disc_real_3: 0.206039160490036 (0.2059237255167415) | > loss_disc_real_4: 0.20263132452964783 (0.20575407886778124) | > loss_disc_real_5: 0.2284056842327118 (0.2048521072582434) | > loss_0: 2.275752067565918 (2.2261911639730445) | > grad_norm_0: tensor(51.6141, device='cuda:0') (tensor(50.8625, device='cuda:0')) | > loss_gen: 2.5816969871520996 (2.7968023642328856) | > loss_kl: 2.1678080558776855 (2.1126018189291895) | > loss_feat: 8.127363204956055 (8.517064440341397) | > loss_mel: 14.007308006286621 (15.00884779718996) | > loss_duration: 1.6286752223968506 (1.5939965175308344) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.51285171508789 (30.029313036503684) | > grad_norm_1: tensor(930.7107, device='cuda:0') (tensor(724.0175, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.9685 (0.9260486755662292) | > loader_time: 0.0146 (0.011044118240589408)  --> TIME: 2025-02-21 09:17:15 -- STEP: 181/924 -- GLOBAL_STEP: 202200 | > loss_disc: 2.387712001800537 (2.228378911044717) | > loss_disc_real_0: 0.1696242094039917 (0.13360407600662977) | > loss_disc_real_1: 0.2428034096956253 (0.1890631121331157) | > loss_disc_real_2: 0.22530531883239746 (0.19930882150955623) | > loss_disc_real_3: 0.24991475045681 (0.20586882202335485) | > loss_disc_real_4: 0.20845086872577667 (0.2049730421759147) | > loss_disc_real_5: 0.2113903909921646 (0.20386333121449904) | > loss_0: 2.387712001800537 (2.228378911044717) | > grad_norm_0: tensor(34.1020, device='cuda:0') (tensor(50.5084, device='cuda:0')) | > loss_gen: 2.4856321811676025 (2.795789405127255) | > loss_kl: 2.0476882457733154 (2.129104156520484) | > loss_feat: 6.723042011260986 (8.541185639839801) | > loss_mel: 14.20434284210205 (15.064467656678257) | > loss_duration: 1.6110085248947144 (1.592412908432892) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.071712493896484 (30.122959864073696) | > grad_norm_1: tensor(430.6236, device='cuda:0') (tensor(713.1513, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.9288 (0.9273706799712629) | > loader_time: 0.0107 (0.011069607339511263)  --> TIME: 2025-02-21 09:18:02 -- STEP: 231/924 -- GLOBAL_STEP: 202250 | > loss_disc: 2.1836485862731934 (2.223988894260292) | > loss_disc_real_0: 0.22852744162082672 (0.13374955631244223) | > loss_disc_real_1: 0.18540462851524353 (0.1886069355976014) | > loss_disc_real_2: 0.2132783681154251 (0.19970364423541279) | > loss_disc_real_3: 0.16057810187339783 (0.20511837626174415) | > loss_disc_real_4: 0.22354626655578613 (0.20491262567249727) | > loss_disc_real_5: 0.22156104445457458 (0.2034159187243614) | > loss_0: 2.1836485862731934 (2.223988894260292) | > grad_norm_0: tensor(85.4605, device='cuda:0') (tensor(50.7341, device='cuda:0')) | > loss_gen: 3.1051464080810547 (2.7990216847622023) | > loss_kl: 2.103712320327759 (2.1329434846902813) | > loss_feat: 9.695770263671875 (8.557466048698918) | > loss_mel: 16.302776336669922 (15.049766709794214) | > loss_duration: 1.5904266834259033 (1.593198477447807) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.79783248901367 (30.13239645854735) | > grad_norm_1: tensor(1061.9833, device='cuda:0') (tensor(745.0948, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.9013 (0.9279535673397444) | > loader_time: 0.0104 (0.011048403653231537)  --> TIME: 2025-02-21 09:18:49 -- STEP: 281/924 -- GLOBAL_STEP: 202300 | > loss_disc: 2.2989320755004883 (2.2280115928514155) | > loss_disc_real_0: 0.17637616395950317 (0.13384460134173196) | > loss_disc_real_1: 0.18234971165657043 (0.18884344770178665) | > loss_disc_real_2: 0.18745112419128418 (0.20002208263000135) | > loss_disc_real_3: 0.2022726684808731 (0.20486478247676457) | > loss_disc_real_4: 0.1879590004682541 (0.20534905043573146) | > loss_disc_real_5: 0.2120787799358368 (0.20379187214416966) | > loss_0: 2.2989320755004883 (2.2280115928514155) | > grad_norm_0: tensor(59.4889, device='cuda:0') (tensor(49.5361, device='cuda:0')) | > loss_gen: 2.510439872741699 (2.781875692652637) | > loss_kl: 1.9353007078170776 (2.1219844754480373) | > loss_feat: 7.581288814544678 (8.482499477277868) | > loss_mel: 13.343462944030762 (14.976105903815544) | > loss_duration: 1.5542784929275513 (1.5942332939745267) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.92477035522461 (29.956698869046793) | > grad_norm_1: tensor(736.3328, device='cuda:0') (tensor(729.7352, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.9478 (0.9272724343364349) | > loader_time: 0.0138 (0.011017669562343176)  --> TIME: 2025-02-21 09:19:37 -- STEP: 331/924 -- GLOBAL_STEP: 202350 | > loss_disc: 2.332184314727783 (2.226321789433227) | > loss_disc_real_0: 0.17998306453227997 (0.13371501049291326) | > loss_disc_real_1: 0.19147959351539612 (0.18848052188709047) | > loss_disc_real_2: 0.226803719997406 (0.19992306166725216) | > loss_disc_real_3: 0.2069501280784607 (0.2045778665927962) | > loss_disc_real_4: 0.24669945240020752 (0.20532537393519526) | > loss_disc_real_5: 0.21943044662475586 (0.20344877616696488) | > loss_0: 2.332184314727783 (2.226321789433227) | > grad_norm_0: tensor(54.7965, device='cuda:0') (tensor(49.6826, device='cuda:0')) | > loss_gen: 2.7515783309936523 (2.7878060326475387) | > loss_kl: 2.013075828552246 (2.121848405307873) | > loss_feat: 7.243445873260498 (8.501097568212314) | > loss_mel: 14.559713363647461 (15.005785025858808) | > loss_duration: 1.6084388494491577 (1.593935454720096) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.176252365112305 (30.01047250223304) | > grad_norm_1: tensor(618.5273, device='cuda:0') (tensor(744.3956, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.935 (0.9278816831075893) | > loader_time: 0.0115 (0.011111929337423736)  --> TIME: 2025-02-21 09:20:24 -- STEP: 381/924 -- GLOBAL_STEP: 202400 | > loss_disc: 2.173281192779541 (2.227665100823548) | > loss_disc_real_0: 0.1263008415699005 (0.13347983511844333) | > loss_disc_real_1: 0.19003668427467346 (0.18859052607237184) | > loss_disc_real_2: 0.18067894876003265 (0.20043785666699798) | > loss_disc_real_3: 0.18923038244247437 (0.2045044318975739) | > loss_disc_real_4: 0.19959843158721924 (0.20532549600901567) | > loss_disc_real_5: 0.18792729079723358 (0.20341665980227663) | > loss_0: 2.173281192779541 (2.227665100823548) | > grad_norm_0: tensor(39.8655, device='cuda:0') (tensor(48.8181, device='cuda:0')) | > loss_gen: 2.6883537769317627 (2.7812831013847203) | > loss_kl: 2.3226234912872314 (2.125248945917047) | > loss_feat: 8.824236869812012 (8.478294455160299) | > loss_mel: 16.118680953979492 (15.009095482313102) | > loss_duration: 1.5695436000823975 (1.5937658498293452) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.523439407348633 (29.98768785431629) | > grad_norm_1: tensor(320.1270, device='cuda:0') (tensor(744.9069, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.9092 (0.9278149160500274) | > loader_time: 0.0097 (0.011095480656060646)  --> TIME: 2025-02-21 09:21:11 -- STEP: 431/924 -- GLOBAL_STEP: 202450 | > loss_disc: 2.3871095180511475 (2.2294214352654182) | > loss_disc_real_0: 0.16332565248012543 (0.1335336898568058) | > loss_disc_real_1: 0.20900143682956696 (0.18864498126672744) | > loss_disc_real_2: 0.21223586797714233 (0.20065152859466534) | > loss_disc_real_3: 0.23375388979911804 (0.20483981913037755) | > loss_disc_real_4: 0.24583566188812256 (0.2052330215679797) | > loss_disc_real_5: 0.2524094581604004 (0.20380731749838854) | > loss_0: 2.3871095180511475 (2.2294214352654182) | > grad_norm_0: tensor(41.8454, device='cuda:0') (tensor(48.6761, device='cuda:0')) | > loss_gen: 2.5802717208862305 (2.7799819976160527) | > loss_kl: 2.1486308574676514 (2.123393233303683) | > loss_feat: 7.217397689819336 (8.468537054039757) | > loss_mel: 13.307857513427734 (14.989041863903921) | > loss_duration: 1.5473473072052002 (1.5938458777359075) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.80150604248047 (29.954800050385867) | > grad_norm_1: tensor(433.7861, device='cuda:0') (tensor(744.4857, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.9558 (0.9291325854591317) | > loader_time: 0.0105 (0.01109417132047932)  --> TIME: 2025-02-21 09:21:59 -- STEP: 481/924 -- GLOBAL_STEP: 202500 | > loss_disc: 2.366665840148926 (2.2319613192036836) | > loss_disc_real_0: 0.2688688039779663 (0.1344290350151409) | > loss_disc_real_1: 0.19268417358398438 (0.18916577828773082) | > loss_disc_real_2: 0.21102800965309143 (0.20066963966447945) | > loss_disc_real_3: 0.21924710273742676 (0.20476262640060852) | > loss_disc_real_4: 0.2113514393568039 (0.20528811433211186) | > loss_disc_real_5: 0.20368357002735138 (0.20368396427304233) | > loss_0: 2.366665840148926 (2.2319613192036836) | > grad_norm_0: tensor(92.2659, device='cuda:0') (tensor(49.1717, device='cuda:0')) | > loss_gen: 2.8066601753234863 (2.779742412408523) | > loss_kl: 2.1115882396698 (2.119772646134711) | > loss_feat: 8.591974258422852 (8.462867718972193) | > loss_mel: 15.561721801757812 (14.986826440648576) | > loss_duration: 1.5926291942596436 (1.5935665606956715) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.664573669433594 (29.94277576993756) | > grad_norm_1: tensor(559.8972, device='cuda:0') (tensor(743.6227, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.9193 (0.929219072425192) | > loader_time: 0.0108 (0.011100815636204582)  --> TIME: 2025-02-21 09:22:45 -- STEP: 531/924 -- GLOBAL_STEP: 202550 | > loss_disc: 2.1926889419555664 (2.232528887675082) | > loss_disc_real_0: 0.10165237635374069 (0.1339820885781739) | > loss_disc_real_1: 0.21203631162643433 (0.18933236015269525) | > loss_disc_real_2: 0.2063860148191452 (0.2008216228132643) | > loss_disc_real_3: 0.20820987224578857 (0.2048027132920177) | > loss_disc_real_4: 0.2185322642326355 (0.2054451421155768) | > loss_disc_real_5: 0.19788774847984314 (0.2037691411381612) | > loss_0: 2.1926889419555664 (2.232528887675082) | > grad_norm_0: tensor(62.6778, device='cuda:0') (tensor(48.9633, device='cuda:0')) | > loss_gen: 2.7608511447906494 (2.7765441030656772) | > loss_kl: 2.0004427433013916 (2.1192034069876686) | > loss_feat: 8.08804988861084 (8.457437667020525) | > loss_mel: 14.50905990600586 (14.987183646293683) | > loss_duration: 1.6219091415405273 (1.5938600723801803) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.98031234741211 (29.934228886318742) | > grad_norm_1: tensor(1175.6406, device='cuda:0') (tensor(738.2315, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.9403 (0.9283407057745982) | > loader_time: 0.0108 (0.01111314840011453)  --> TIME: 2025-02-21 09:23:33 -- STEP: 581/924 -- GLOBAL_STEP: 202600 | > loss_disc: 2.164808511734009 (2.228947093277503) | > loss_disc_real_0: 0.14181621372699738 (0.13368005519043552) | > loss_disc_real_1: 0.21865184605121613 (0.18915956173726894) | > loss_disc_real_2: 0.23988641798496246 (0.20062482516039257) | > loss_disc_real_3: 0.17449991405010223 (0.20422349675284396) | > loss_disc_real_4: 0.23304806649684906 (0.20499578213219802) | > loss_disc_real_5: 0.1522013396024704 (0.20342044475874657) | > loss_0: 2.164808511734009 (2.228947093277503) | > grad_norm_0: tensor(51.4488, device='cuda:0') (tensor(48.9132, device='cuda:0')) | > loss_gen: 2.965895891189575 (2.782253134476337) | > loss_kl: 2.092921018600464 (2.113307163760505) | > loss_feat: 9.1842679977417 (8.46896250194609) | > loss_mel: 15.412696838378906 (14.975861805441458) | > loss_duration: 1.5742594003677368 (1.5939592915024485) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.23004150390625 (29.93434386655509) | > grad_norm_1: tensor(868.0929, device='cuda:0') (tensor(746.2687, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.859 (0.9283104135739824) | > loader_time: 0.0091 (0.011139807725732385)  --> TIME: 2025-02-21 09:24:20 -- STEP: 631/924 -- GLOBAL_STEP: 202650 | > loss_disc: 2.282709836959839 (2.2281490645582447) | > loss_disc_real_0: 0.1257893145084381 (0.13288434802092566) | > loss_disc_real_1: 0.19350625574588776 (0.1894232640884191) | > loss_disc_real_2: 0.18885257840156555 (0.2004425124679994) | > loss_disc_real_3: 0.17808890342712402 (0.2043986103236203) | > loss_disc_real_4: 0.1826809197664261 (0.20483543233807228) | > loss_disc_real_5: 0.21548688411712646 (0.20362543634680638) | > loss_0: 2.282709836959839 (2.2281490645582447) | > grad_norm_0: tensor(17.6750, device='cuda:0') (tensor(47.7790, device='cuda:0')) | > loss_gen: 2.4880926609039307 (2.778416514207744) | > loss_kl: 2.081305980682373 (2.114637501455149) | > loss_feat: 7.279755115509033 (8.467184678121532) | > loss_mel: 14.27953052520752 (14.977477605671588) | > loss_duration: 1.6017265319824219 (1.5935858501307376) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.730409622192383 (29.93130210235644) | > grad_norm_1: tensor(280.6678, device='cuda:0') (tensor(727.4269, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.916 (0.9283954870493023) | > loader_time: 0.0104 (0.011130632575831592)  --> TIME: 2025-02-21 09:25:07 -- STEP: 681/924 -- GLOBAL_STEP: 202700 | > loss_disc: 2.121211290359497 (2.225990829663828) | > loss_disc_real_0: 0.12458091974258423 (0.13295884543097122) | > loss_disc_real_1: 0.17264501750469208 (0.18917824544570516) | > loss_disc_real_2: 0.2105177789926529 (0.20037348413082293) | > loss_disc_real_3: 0.19689203798770905 (0.204205615995739) | > loss_disc_real_4: 0.22374342381954193 (0.2047138330519812) | > loss_disc_real_5: 0.20110255479812622 (0.20348518806757174) | > loss_0: 2.121211290359497 (2.225990829663828) | > grad_norm_0: tensor(57.9666, device='cuda:0') (tensor(47.2024, device='cuda:0')) | > loss_gen: 2.9793283939361572 (2.7802559527706614) | > loss_kl: 2.267526626586914 (2.113285980035555) | > loss_feat: 9.644979476928711 (8.4748972046918) | > loss_mel: 14.900273323059082 (14.97924259790765) | > loss_duration: 1.5751285552978516 (1.5934048819296864) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.36723518371582 (29.941086571647208) | > grad_norm_1: tensor(958.4883, device='cuda:0') (tensor(724.9814, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.9484 (0.9282525317434347) | > loader_time: 0.0118 (0.011153173866776124)  --> TIME: 2025-02-21 09:25:55 -- STEP: 731/924 -- GLOBAL_STEP: 202750 | > loss_disc: 2.176302909851074 (2.226866179386664) | > loss_disc_real_0: 0.12924925982952118 (0.13286069408059104) | > loss_disc_real_1: 0.13283783197402954 (0.18910931550200755) | > loss_disc_real_2: 0.15228579938411713 (0.20025839543456742) | > loss_disc_real_3: 0.19138886034488678 (0.20446498749112627) | > loss_disc_real_4: 0.16006632149219513 (0.20498955217170975) | > loss_disc_real_5: 0.17946280539035797 (0.2035618985196631) | > loss_0: 2.176302909851074 (2.226866179386664) | > grad_norm_0: tensor(29.3578, device='cuda:0') (tensor(47.1368, device='cuda:0')) | > loss_gen: 2.7628674507141113 (2.781884697654502) | > loss_kl: 2.1624553203582764 (2.1136747396432582) | > loss_feat: 9.03585147857666 (8.480995400007387) | > loss_mel: 15.464079856872559 (14.9933612617357) | > loss_duration: 1.6172419786453247 (1.5935808310919686) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.042497634887695 (29.963496898332796) | > grad_norm_1: tensor(575.4349, device='cuda:0') (tensor(725.2990, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.9391 (0.9292548707343649) | > loader_time: 0.0113 (0.011156296436502903)  --> TIME: 2025-02-21 09:26:42 -- STEP: 781/924 -- GLOBAL_STEP: 202800 | > loss_disc: 2.2336766719818115 (2.2266960318048836) | > loss_disc_real_0: 0.1303918957710266 (0.1329261847794361) | > loss_disc_real_1: 0.1782224029302597 (0.18931047391341985) | > loss_disc_real_2: 0.21956397593021393 (0.20013821006737045) | > loss_disc_real_3: 0.16249392926692963 (0.2044515376970191) | > loss_disc_real_4: 0.19182558357715607 (0.20490049899921833) | > loss_disc_real_5: 0.15204693377017975 (0.20345589007213968) | > loss_0: 2.2336766719818115 (2.2266960318048836) | > grad_norm_0: tensor(31.4189, device='cuda:0') (tensor(47.2846, device='cuda:0')) | > loss_gen: 2.8037397861480713 (2.782616956591145) | > loss_kl: 2.175217390060425 (2.111839994425657) | > loss_feat: 8.568706512451172 (8.479077865463838) | > loss_mel: 16.256118774414062 (14.997124863647773) | > loss_duration: 1.5722849369049072 (1.5941665512956824) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.376066207885742 (29.96482620043883) | > grad_norm_1: tensor(574.6016, device='cuda:0') (tensor(728.8511, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.9138 (0.9289706415769843) | > loader_time: 0.0101 (0.011140568460911403)  --> TIME: 2025-02-21 09:27:29 -- STEP: 831/924 -- GLOBAL_STEP: 202850 | > loss_disc: 2.369682550430298 (2.2250885220354353) | > loss_disc_real_0: 0.11903142184019089 (0.13260899338463283) | > loss_disc_real_1: 0.22602114081382751 (0.18920840514839482) | > loss_disc_real_2: 0.17661841213703156 (0.20003493999889752) | > loss_disc_real_3: 0.204088494181633 (0.20439319291054556) | > loss_disc_real_4: 0.21859590709209442 (0.20488095322957825) | > loss_disc_real_5: 0.2410898357629776 (0.20340763728182498) | > loss_0: 2.369682550430298 (2.2250885220354353) | > grad_norm_0: tensor(30.6423, device='cuda:0') (tensor(47.1407, device='cuda:0')) | > loss_gen: 2.5982937812805176 (2.7843615483721207) | > loss_kl: 2.066406011581421 (2.107434487514976) | > loss_feat: 6.949177265167236 (8.484591922461643) | > loss_mel: 13.460487365722656 (15.003682494593871) | > loss_duration: 1.595085620880127 (1.5936179544090796) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.669448852539062 (29.973688387268286) | > grad_norm_1: tensor(619.0387, device='cuda:0') (tensor(735.0387, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.9389 (0.9283392119493725) | > loader_time: 0.0111 (0.011126285855950865)  --> TIME: 2025-02-21 09:28:16 -- STEP: 881/924 -- GLOBAL_STEP: 202900 | > loss_disc: 2.08640193939209 (2.2227942762255792) | > loss_disc_real_0: 0.07296934723854065 (0.13219247535970502) | > loss_disc_real_1: 0.194798082113266 (0.18908722658095103) | > loss_disc_real_2: 0.21072380244731903 (0.20002206121481503) | > loss_disc_real_3: 0.21267692744731903 (0.20400613500703882) | > loss_disc_real_4: 0.20656351745128632 (0.20468328788318374) | > loss_disc_real_5: 0.18465270102024078 (0.20337125391749034) | > loss_0: 2.08640193939209 (2.2227942762255792) | > grad_norm_0: tensor(50.2867, device='cuda:0') (tensor(47.4051, device='cuda:0')) | > loss_gen: 2.973595380783081 (2.788940589896122) | > loss_kl: 2.0823469161987305 (2.1067312368605084) | > loss_feat: 10.094852447509766 (8.50601038407793) | > loss_mel: 16.171754837036133 (15.02938096071345) | > loss_duration: 1.5922127962112427 (1.593816279417811) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.91476058959961 (30.02487942958663) | > grad_norm_1: tensor(1077.8954, device='cuda:0') (tensor(739.7107, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.9105 (0.9281391632002138) | > loader_time: 0.0106 (0.011156970878194061)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2947511672973633 (2.2947511672973633) | > loss_disc_real_0: 0.11752106249332428 (0.11752106249332428) | > loss_disc_real_1: 0.2057320773601532 (0.2057320773601532) | > loss_disc_real_2: 0.21851874887943268 (0.21851874887943268) | > loss_disc_real_3: 0.23203182220458984 (0.23203182220458984) | > loss_disc_real_4: 0.2380550056695938 (0.2380550056695938) | > loss_disc_real_5: 0.23583711683750153 (0.23583711683750153) | > loss_0: 2.2947511672973633 (2.2947511672973633) | > loss_gen: 2.607728958129883 (2.607728958129883) | > loss_kl: 2.037025213241577 (2.037025213241577) | > loss_feat: 7.673255443572998 (7.673255443572998) | > loss_mel: 14.005524635314941 (14.005524635314941) | > loss_duration: 1.6989445686340332 (1.6989445686340332) | > loss_1: 28.022478103637695 (28.022478103637695)  --> STEP: 1 | > loss_disc: 2.2590038776397705 (2.2590038776397705) | > loss_disc_real_0: 0.12349860370159149 (0.12349860370159149) | > loss_disc_real_1: 0.20285692811012268 (0.20285692811012268) | > loss_disc_real_2: 0.22064079344272614 (0.22064079344272614) | > loss_disc_real_3: 0.22455590963363647 (0.22455590963363647) | > loss_disc_real_4: 0.2329542338848114 (0.2329542338848114) | > loss_disc_real_5: 0.246211975812912 (0.246211975812912) | > loss_0: 2.2590038776397705 (2.2590038776397705) | > loss_gen: 2.7474563121795654 (2.7474563121795654) | > loss_kl: 2.1278979778289795 (2.1278979778289795) | > loss_feat: 8.23615837097168 (8.23615837097168) | > loss_mel: 14.131682395935059 (14.131682395935059) | > loss_duration: 1.6770143508911133 (1.6770143508911133) | > loss_1: 28.920207977294922 (28.920207977294922)  --> STEP: 2 | > loss_disc: 2.3046345710754395 (2.281819224357605) | > loss_disc_real_0: 0.15035100281238556 (0.13692480325698853) | > loss_disc_real_1: 0.19323237240314484 (0.19804465025663376) | > loss_disc_real_2: 0.22235599160194397 (0.22149839252233505) | > loss_disc_real_3: 0.22492747008800507 (0.22474168986082077) | > loss_disc_real_4: 0.22550444304943085 (0.22922933846712112) | > loss_disc_real_5: 0.2554573118686676 (0.2508346438407898) | > loss_0: 2.3046345710754395 (2.281819224357605) | > loss_gen: 2.7095580101013184 (2.728507161140442) | > loss_kl: 2.1429271697998047 (2.135412573814392) | > loss_feat: 8.386186599731445 (8.311172485351562) | > loss_mel: 15.111245155334473 (14.621463775634766) | > loss_duration: 1.5919578075408936 (1.6344860792160034) | > loss_1: 29.94187355041504 (29.43104076385498)  --> STEP: 3 | > loss_disc: 2.3001086711883545 (2.2879157066345215) | > loss_disc_real_0: 0.12081559747457504 (0.13155506799618402) | > loss_disc_real_1: 0.19044272601604462 (0.19551067550977072) | > loss_disc_real_2: 0.21467263996601105 (0.21922314167022705) | > loss_disc_real_3: 0.2563110888004303 (0.2352648228406906) | > loss_disc_real_4: 0.22652116417884827 (0.2283266137043635) | > loss_disc_real_5: 0.25611650943756104 (0.2525952657063802) | > loss_0: 2.3001086711883545 (2.2879157066345215) | > loss_gen: 2.670858383178711 (2.7092909018198648) | > loss_kl: 1.9610110521316528 (2.077278733253479) | > loss_feat: 7.468169212341309 (8.030171394348145) | > loss_mel: 13.255484580993652 (14.16613737742106) | > loss_duration: 1.6638658046722412 (1.6442793210347493) | > loss_1: 27.019390106201172 (28.62715721130371)  --> STEP: 4 | > loss_disc: 2.359971761703491 (2.305929720401764) | > loss_disc_real_0: 0.12427392601966858 (0.12973478250205517) | > loss_disc_real_1: 0.21641607582569122 (0.20073702558875084) | > loss_disc_real_2: 0.2244688868522644 (0.2205345779657364) | > loss_disc_real_3: 0.23444300889968872 (0.23505936935544014) | > loss_disc_real_4: 0.24689222872257233 (0.2329680174589157) | > loss_disc_real_5: 0.23460924625396729 (0.24809876084327698) | > loss_0: 2.359971761703491 (2.305929720401764) | > loss_gen: 2.563016414642334 (2.672722280025482) | > loss_kl: 2.0486576557159424 (2.070123463869095) | > loss_feat: 7.060895919799805 (7.78785252571106) | > loss_mel: 12.732266426086426 (13.807669639587402) | > loss_duration: 1.7575643062591553 (1.6726005673408508) | > loss_1: 26.16240119934082 (28.01096820831299)  --> STEP: 5 | > loss_disc: 2.031449317932129 (2.251033639907837) | > loss_disc_real_0: 0.05182921513915062 (0.11415366902947426) | > loss_disc_real_1: 0.15169791877269745 (0.19092920422554016) | > loss_disc_real_2: 0.23941664397716522 (0.22431099116802217) | > loss_disc_real_3: 0.36445415019989014 (0.26093832552433016) | > loss_disc_real_4: 0.15836365520954132 (0.21804714500904082) | > loss_disc_real_5: 0.21234875917434692 (0.24094876050949096) | > loss_0: 2.031449317932129 (2.251033639907837) | > loss_gen: 3.0348708629608154 (2.745151996612549) | > loss_kl: 1.9097400903701782 (2.0380467891693117) | > loss_feat: 9.400834083557129 (8.110448837280273) | > loss_mel: 17.567127227783203 (14.559561157226563) | > loss_duration: 1.542116641998291 (1.646503782272339) | > loss_1: 33.454689025878906 (29.099712371826172) --> EVAL PERFORMANCE | > avg_loader_time: 0.15543460845947266 (-0.0016582489013671764) | > avg_loss_disc: 2.251033639907837 (-0.21701512336730966) | > avg_loss_disc_real_0: 0.11415366902947426 (+0.009291390329599372) | > avg_loss_disc_real_1: 0.19092920422554016 (-0.0329996407032013) | > avg_loss_disc_real_2: 0.22431099116802217 (-0.0047887504100799505) | > avg_loss_disc_real_3: 0.26093832552433016 (+0.08286421895027163) | > avg_loss_disc_real_4: 0.21804714500904082 (-0.0004039198160171731) | > avg_loss_disc_real_5: 0.24094876050949096 (+0.03663962483406066) | > avg_loss_0: 2.251033639907837 (-0.21701512336730966) | > avg_loss_gen: 2.745151996612549 (+0.511598253250122) | > avg_loss_kl: 2.0380467891693117 (-0.05660827159881565) | > avg_loss_feat: 8.110448837280273 (+1.2438078880310055) | > avg_loss_mel: 14.559561157226563 (+1.1806570053100582) | > avg_loss_duration: 1.646503782272339 (+0.005328679084777965) | > avg_loss_1: 29.099712371826172 (+2.884783554077149)  > EPOCH: 170/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 09:29:04)   --> TIME: 2025-02-21 09:29:13 -- STEP: 7/924 -- GLOBAL_STEP: 202950 | > loss_disc: 2.0776453018188477 (2.2244328430720737) | > loss_disc_real_0: 0.14096622169017792 (0.12708444148302078) | > loss_disc_real_1: 0.18004757165908813 (0.18426776783806936) | > loss_disc_real_2: 0.17993876338005066 (0.19828253558703832) | > loss_disc_real_3: 0.20214878022670746 (0.21035694224493845) | > loss_disc_real_4: 0.18772971630096436 (0.20686054016862596) | > loss_disc_real_5: 0.14370259642601013 (0.20643182950360434) | > loss_0: 2.0776453018188477 (2.2244328430720737) | > grad_norm_0: tensor(56.8032, device='cuda:0') (tensor(48.4147, device='cuda:0')) | > loss_gen: 3.023509979248047 (2.80224347114563) | > loss_kl: 2.135350227355957 (2.0773411137717113) | > loss_feat: 10.054401397705078 (8.644038881574359) | > loss_mel: 16.12076187133789 (15.173177310398646) | > loss_duration: 1.5783790349960327 (1.5738697052001953) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.91240310668945 (30.270670209612167) | > grad_norm_1: tensor(986.2485, device='cuda:0') (tensor(769.5461, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.9288 (0.9232145718165806) | > loader_time: 0.01 (0.01031735965183803)  --> TIME: 2025-02-21 09:30:00 -- STEP: 57/924 -- GLOBAL_STEP: 203000 | > loss_disc: 2.1703989505767822 (2.229180980146977) | > loss_disc_real_0: 0.11397429555654526 (0.12947926474244975) | > loss_disc_real_1: 0.19356250762939453 (0.1896657943725586) | > loss_disc_real_2: 0.20128925144672394 (0.19953206521377229) | > loss_disc_real_3: 0.21900349855422974 (0.20573346839662185) | > loss_disc_real_4: 0.16710951924324036 (0.20543676039628816) | > loss_disc_real_5: 0.19336558878421783 (0.2040303498506546) | > loss_0: 2.1703989505767822 (2.229180980146977) | > grad_norm_0: tensor(56.2107, device='cuda:0') (tensor(48.3502, device='cuda:0')) | > loss_gen: 2.856025457382202 (2.769490045413636) | > loss_kl: 2.158353090286255 (2.085629168309663) | > loss_feat: 8.941045761108398 (8.403754602398786) | > loss_mel: 14.961639404296875 (14.915836267304002) | > loss_duration: 1.5623488426208496 (1.5960799790265268) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.479413986206055 (29.770789999710885) | > grad_norm_1: tensor(1245.5990, device='cuda:0') (tensor(749.9105, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.9323 (0.9294857518714771) | > loader_time: 0.0103 (0.011021430032295092) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_203000.pth  --> TIME: 2025-02-21 09:30:50 -- STEP: 107/924 -- GLOBAL_STEP: 203050 | > loss_disc: 2.1899056434631348 (2.2351104812087312) | > loss_disc_real_0: 0.17644821107387543 (0.13453152953325034) | > loss_disc_real_1: 0.1274949461221695 (0.18861274337657144) | > loss_disc_real_2: 0.19626253843307495 (0.2003836673553859) | > loss_disc_real_3: 0.14763663709163666 (0.20571703192229582) | > loss_disc_real_4: 0.17346492409706116 (0.2058334205752221) | > loss_disc_real_5: 0.188949316740036 (0.20390684833036404) | > loss_0: 2.1899056434631348 (2.2351104812087312) | > grad_norm_0: tensor(51.4004, device='cuda:0') (tensor(49.9396, device='cuda:0')) | > loss_gen: 2.822458028793335 (2.7813359220451277) | > loss_kl: 1.9970839023590088 (2.084250156010425) | > loss_feat: 8.457494735717773 (8.441155665388727) | > loss_mel: 16.151865005493164 (15.038090652394517) | > loss_duration: 1.5554550886154175 (1.5939880609512327) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.984355926513672 (29.938820277419044) | > grad_norm_1: tensor(141.9463, device='cuda:0') (tensor(781.5920, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.9353 (0.9272948224967885) | > loader_time: 0.0148 (0.01137245704080457)  --> TIME: 2025-02-21 09:31:37 -- STEP: 157/924 -- GLOBAL_STEP: 203100 | > loss_disc: 2.1391561031341553 (2.227114965961239) | > loss_disc_real_0: 0.1297435313463211 (0.13365287822522937) | > loss_disc_real_1: 0.18135738372802734 (0.18856900949387037) | > loss_disc_real_2: 0.1837378740310669 (0.2002648845030244) | > loss_disc_real_3: 0.19434115290641785 (0.20478363335132593) | > loss_disc_real_4: 0.21933019161224365 (0.20488484241780197) | > loss_disc_real_5: 0.2138242870569229 (0.2029606954307313) | > loss_0: 2.1391561031341553 (2.227114965961239) | > grad_norm_0: tensor(21.6953, device='cuda:0') (tensor(45.8592, device='cuda:0')) | > loss_gen: 2.8879952430725098 (2.7702029510668122) | > loss_kl: 2.371032238006592 (2.0870261860501245) | > loss_feat: 8.401703834533691 (8.420066481183285) | > loss_mel: 16.019277572631836 (14.971261583316098) | > loss_duration: 1.604691743850708 (1.594150099784705) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.284700393676758 (29.842707275585006) | > grad_norm_1: tensor(705.7845, device='cuda:0') (tensor(712.6293, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.9135 (0.9261969229218306) | > loader_time: 0.0111 (0.011260913435820563)  --> TIME: 2025-02-21 09:32:24 -- STEP: 207/924 -- GLOBAL_STEP: 203150 | > loss_disc: 2.0702762603759766 (2.226876270367903) | > loss_disc_real_0: 0.07428573071956635 (0.13358915143686795) | > loss_disc_real_1: 0.16903913021087646 (0.18805728564803728) | > loss_disc_real_2: 0.18588417768478394 (0.20039425329597677) | > loss_disc_real_3: 0.18249091506004333 (0.20422566700096864) | > loss_disc_real_4: 0.20964740216732025 (0.2052346680331345) | > loss_disc_real_5: 0.1785479635000229 (0.20292173973892047) | > loss_0: 2.0702762603759766 (2.226876270367903) | > grad_norm_0: tensor(37.4619, device='cuda:0') (tensor(46.3426, device='cuda:0')) | > loss_gen: 2.977747917175293 (2.7757282971184023) | > loss_kl: 2.3327887058258057 (2.101800911668419) | > loss_feat: 9.212297439575195 (8.442140648330463) | > loss_mel: 15.283220291137695 (14.984611842943275) | > loss_duration: 1.6276826858520508 (1.5928070717963616) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.433734893798828 (29.897088755731996) | > grad_norm_1: tensor(1053.7958, device='cuda:0') (tensor(727.0865, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.9076 (0.9256376943726471) | > loader_time: 0.0104 (0.011240637820699938)  --> TIME: 2025-02-21 09:33:10 -- STEP: 257/924 -- GLOBAL_STEP: 203200 | > loss_disc: 2.3818883895874023 (2.2294554181599886) | > loss_disc_real_0: 0.20478208363056183 (0.13372998941211384) | > loss_disc_real_1: 0.14912936091423035 (0.18805333560310913) | > loss_disc_real_2: 0.20214083790779114 (0.2004562789132159) | > loss_disc_real_3: 0.19966480135917664 (0.20479802346647014) | > loss_disc_real_4: 0.19017542898654938 (0.20547871193069425) | > loss_disc_real_5: 0.21774692833423615 (0.2031055836130209) | > loss_0: 2.3818883895874023 (2.2294554181599886) | > grad_norm_0: tensor(65.0176, device='cuda:0') (tensor(46.9303, device='cuda:0')) | > loss_gen: 2.576809883117676 (2.7798769056565096) | > loss_kl: 2.0551908016204834 (2.1088806251607517) | > loss_feat: 7.988412857055664 (8.457004877379893) | > loss_mel: 15.091604232788086 (14.972635272875834) | > loss_duration: 1.6095327138900757 (1.5944068557093578) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.321550369262695 (29.912804488542015) | > grad_norm_1: tensor(233.1732, device='cuda:0') (tensor(735.4937, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.9512 (0.9243284663337678) | > loader_time: 0.0113 (0.011249056122182407)  --> TIME: 2025-02-21 09:33:58 -- STEP: 307/924 -- GLOBAL_STEP: 203250 | > loss_disc: 2.3310751914978027 (2.232977230308109) | > loss_disc_real_0: 0.13786211609840393 (0.13427159455923374) | > loss_disc_real_1: 0.17697781324386597 (0.1882934530025972) | > loss_disc_real_2: 0.20233160257339478 (0.2008329091611825) | > loss_disc_real_3: 0.20859628915786743 (0.20515180289357018) | > loss_disc_real_4: 0.2384476214647293 (0.20519393032070862) | > loss_disc_real_5: 0.2562638521194458 (0.20441396471343523) | > loss_0: 2.3310751914978027 (2.232977230308109) | > grad_norm_0: tensor(37.8647, device='cuda:0') (tensor(45.8165, device='cuda:0')) | > loss_gen: 2.5474257469177246 (2.770550661832579) | > loss_kl: 2.0504841804504395 (2.1095925790867494) | > loss_feat: 7.859948635101318 (8.434794065618359) | > loss_mel: 14.365839958190918 (14.941946188091066) | > loss_duration: 1.5752053260803223 (1.5940763072781146) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.398902893066406 (29.85095977161917) | > grad_norm_1: tensor(638.3244, device='cuda:0') (tensor(711.2273, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.9159 (0.9255815103698631) | > loader_time: 0.0122 (0.0112450782949839)  --> TIME: 2025-02-21 09:34:45 -- STEP: 357/924 -- GLOBAL_STEP: 203300 | > loss_disc: 2.123730182647705 (2.237381412201568) | > loss_disc_real_0: 0.13585452735424042 (0.13555920483017497) | > loss_disc_real_1: 0.17599636316299438 (0.18867646529227067) | > loss_disc_real_2: 0.19026592373847961 (0.20104497316337766) | > loss_disc_real_3: 0.18662813305854797 (0.2052771340982586) | > loss_disc_real_4: 0.23115645349025726 (0.2053916091177643) | > loss_disc_real_5: 0.20597679913043976 (0.20467517856790238) | > loss_0: 2.123730182647705 (2.237381412201568) | > grad_norm_0: tensor(42.7721, device='cuda:0') (tensor(46.0643, device='cuda:0')) | > loss_gen: 2.8264145851135254 (2.7668937768588884) | > loss_kl: 1.922930359840393 (2.1073084198126257) | > loss_feat: 8.779563903808594 (8.415433835582578) | > loss_mel: 15.251405715942383 (14.909737028661562) | > loss_duration: 1.6064423322677612 (1.5943223381576752) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.386754989624023 (29.793695369688404) | > grad_norm_1: tensor(922.9142, device='cuda:0') (tensor(712.4017, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.9198 (0.9263337526668688) | > loader_time: 0.0126 (0.011218227258249487)  --> TIME: 2025-02-21 09:35:32 -- STEP: 407/924 -- GLOBAL_STEP: 203350 | > loss_disc: 2.2660269737243652 (2.2351568735202334) | > loss_disc_real_0: 0.08848601579666138 (0.13373085623950282) | > loss_disc_real_1: 0.18824003636837006 (0.18877232839932304) | > loss_disc_real_2: 0.2145155519247055 (0.20132833067556563) | > loss_disc_real_3: 0.20499742031097412 (0.20513187140153133) | > loss_disc_real_4: 0.2376939058303833 (0.20515838770667216) | > loss_disc_real_5: 0.207243412733078 (0.20480224640275688) | > loss_0: 2.2660269737243652 (2.2351568735202334) | > grad_norm_0: tensor(32.7181, device='cuda:0') (tensor(45.3127, device='cuda:0')) | > loss_gen: 2.723668098449707 (2.7662484698565057) | > loss_kl: 2.074861526489258 (2.1089401845557094) | > loss_feat: 8.003244400024414 (8.427039130021084) | > loss_mel: 14.639566421508789 (14.931675301722871) | > loss_duration: 1.5934875011444092 (1.5946121294902642) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.034828186035156 (29.82851519104304) | > grad_norm_1: tensor(314.0341, device='cuda:0') (tensor(714.5539, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.9319 (0.9265625892751633) | > loader_time: 0.011 (0.011196985291614576)  --> TIME: 2025-02-21 09:36:19 -- STEP: 457/924 -- GLOBAL_STEP: 203400 | > loss_disc: 2.118107795715332 (2.2334812123092034) | > loss_disc_real_0: 0.060199372470378876 (0.13356886606834648) | > loss_disc_real_1: 0.15902353823184967 (0.1885690779080797) | > loss_disc_real_2: 0.18308550119400024 (0.20121949353546753) | > loss_disc_real_3: 0.22064749896526337 (0.2051121672081477) | > loss_disc_real_4: 0.193101704120636 (0.20529916204300172) | > loss_disc_real_5: 0.16992226243019104 (0.20487800057920377) | > loss_0: 2.118107795715332 (2.2334812123092034) | > grad_norm_0: tensor(32.9714, device='cuda:0') (tensor(45.9068, device='cuda:0')) | > loss_gen: 2.7208809852600098 (2.7717624221901924) | > loss_kl: 2.292843818664551 (2.113503282127546) | > loss_feat: 9.304672241210938 (8.44180921809157) | > loss_mel: 15.683253288269043 (14.917752299319211) | > loss_duration: 1.6000840663909912 (1.5945227347004596) | > amp_scaler: 128.0 (129.40043763676138) | > loss_1: 31.601734161376953 (29.839349930343793) | > grad_norm_1: tensor(993.3942, device='cuda:0') (tensor(726.8911, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.9484 (0.9264467910290808) | > loader_time: 0.0107 (0.011214144642034815)  --> TIME: 2025-02-21 09:37:07 -- STEP: 507/924 -- GLOBAL_STEP: 203450 | > loss_disc: 2.2162818908691406 (2.2321697661627424) | > loss_disc_real_0: 0.1618744432926178 (0.13289358074495777) | > loss_disc_real_1: 0.19452981650829315 (0.18830744725242396) | > loss_disc_real_2: 0.2057703286409378 (0.20120571979874455) | > loss_disc_real_3: 0.2150721549987793 (0.2051828992672455) | > loss_disc_real_4: 0.2135363519191742 (0.20506356803505607) | > loss_disc_real_5: 0.20966275036334991 (0.20474563492002806) | > loss_0: 2.2162818908691406 (2.2321697661627424) | > grad_norm_0: tensor(63.0708, device='cuda:0') (tensor(46.4971, device='cuda:0')) | > loss_gen: 2.9171085357666016 (2.773328714822171) | > loss_kl: 2.0452868938446045 (2.1146660986736694) | > loss_feat: 8.267477035522461 (8.443860844042183) | > loss_mel: 15.705385208129883 (14.932568076094226) | > loss_duration: 1.6174054145812988 (1.5946489210429746) | > amp_scaler: 128.0 (129.26232741617346) | > loss_1: 30.552663803100586 (29.85907263821634) | > grad_norm_1: tensor(921.5544, device='cuda:0') (tensor(731.8273, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.9476 (0.9270142422625299) | > loader_time: 0.0133 (0.011268293598934975)  --> TIME: 2025-02-21 09:37:54 -- STEP: 557/924 -- GLOBAL_STEP: 203500 | > loss_disc: 2.3267104625701904 (2.232220518524812) | > loss_disc_real_0: 0.17387421429157257 (0.13244549926082788) | > loss_disc_real_1: 0.1993141919374466 (0.18858033143104294) | > loss_disc_real_2: 0.21767446398735046 (0.2013183782943917) | > loss_disc_real_3: 0.2027166187763214 (0.20522375300499862) | > loss_disc_real_4: 0.20341219007968903 (0.20498329467897564) | > loss_disc_real_5: 0.22949157655239105 (0.2048078699428688) | > loss_0: 2.3267104625701904 (2.232220518524812) | > grad_norm_0: tensor(65.4385, device='cuda:0') (tensor(46.7842, device='cuda:0')) | > loss_gen: 2.7000348567962646 (2.773483847373264) | > loss_kl: 2.1648988723754883 (2.1141985280295477) | > loss_feat: 8.142890930175781 (8.441528052359132) | > loss_mel: 14.976722717285156 (14.91197630233354) | > loss_duration: 1.5982933044433594 (1.5948896545054023) | > amp_scaler: 128.0 (129.14901256732486) | > loss_1: 29.582839965820312 (29.836076359774523) | > grad_norm_1: tensor(913.1802, device='cuda:0') (tensor(733.2490, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.9233 (0.9266253814663022) | > loader_time: 0.0137 (0.011264401235529076)  --> TIME: 2025-02-21 09:38:41 -- STEP: 607/924 -- GLOBAL_STEP: 203550 | > loss_disc: 2.143576145172119 (2.233555922791042) | > loss_disc_real_0: 0.10634718835353851 (0.13281042617937477) | > loss_disc_real_1: 0.17992845177650452 (0.18887752299450172) | > loss_disc_real_2: 0.20476968586444855 (0.20140871506251848) | > loss_disc_real_3: 0.18929380178451538 (0.20529165981825334) | > loss_disc_real_4: 0.17888543009757996 (0.20485896353273836) | > loss_disc_real_5: 0.1963837444782257 (0.2047671623638473) | > loss_0: 2.143576145172119 (2.233555922791042) | > grad_norm_0: tensor(55.1320, device='cuda:0') (tensor(47.0093, device='cuda:0')) | > loss_gen: 2.789172649383545 (2.773897540628223) | > loss_kl: 2.1624279022216797 (2.1112014980253346) | > loss_feat: 8.632471084594727 (8.432732146890014) | > loss_mel: 15.135506629943848 (14.909047063924927) | > loss_duration: 1.571239709854126 (1.5944517428635367) | > amp_scaler: 128.0 (129.05436573311354) | > loss_1: 30.290817260742188 (29.821329955803307) | > grad_norm_1: tensor(561.0286, device='cuda:0') (tensor(736.6785, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.9633 (0.926156462711793) | > loader_time: 0.0117 (0.011260438790234932)  --> TIME: 2025-02-21 09:39:28 -- STEP: 657/924 -- GLOBAL_STEP: 203600 | > loss_disc: 2.3380136489868164 (2.23290245445896) | > loss_disc_real_0: 0.18313035368919373 (0.1326453803189359) | > loss_disc_real_1: 0.1716875284910202 (0.18870115674793989) | > loss_disc_real_2: 0.19011788070201874 (0.2013772224590658) | > loss_disc_real_3: 0.1873960644006729 (0.20534028144641192) | > loss_disc_real_4: 0.2028369903564453 (0.204875413844393) | > loss_disc_real_5: 0.2410643994808197 (0.20470929107255942) | > loss_0: 2.3380136489868164 (2.23290245445896) | > grad_norm_0: tensor(54.4228, device='cuda:0') (tensor(46.5725, device='cuda:0')) | > loss_gen: 2.654273509979248 (2.7723147578798275) | > loss_kl: 2.128298044204712 (2.112430828165611) | > loss_feat: 7.540915489196777 (8.437376642880382) | > loss_mel: 13.141280174255371 (14.915284783872842) | > loss_duration: 1.572157621383667 (1.5937916122070723) | > amp_scaler: 128.0 (128.9741248097412) | > loss_1: 27.036924362182617 (29.831198600873556) | > grad_norm_1: tensor(849.7743, device='cuda:0') (tensor(725.8868, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.8973 (0.9268106100584637) | > loader_time: 0.0096 (0.011268331579966083)  --> TIME: 2025-02-21 09:40:15 -- STEP: 707/924 -- GLOBAL_STEP: 203650 | > loss_disc: 2.168809652328491 (2.2339478299506474) | > loss_disc_real_0: 0.15378712117671967 (0.13271439414276417) | > loss_disc_real_1: 0.17843660712242126 (0.18889859287118305) | > loss_disc_real_2: 0.23255954682826996 (0.20149671947096157) | > loss_disc_real_3: 0.19084680080413818 (0.20528625303818784) | > loss_disc_real_4: 0.18417155742645264 (0.20509951360407772) | > loss_disc_real_5: 0.17007768154144287 (0.20466165436376432) | > loss_0: 2.168809652328491 (2.2339478299506474) | > grad_norm_0: tensor(44.3313, device='cuda:0') (tensor(46.7541, device='cuda:0')) | > loss_gen: 2.8014724254608154 (2.771275397237319) | > loss_kl: 2.0945088863372803 (2.11273960109479) | > loss_feat: 9.517038345336914 (8.433814607212879) | > loss_mel: 15.936942100524902 (14.91445277401548) | > loss_duration: 1.610376238822937 (1.5939731609703285) | > amp_scaler: 128.0 (128.90523338048087) | > loss_1: 31.960336685180664 (29.826255515070244) | > grad_norm_1: tensor(956.3538, device='cuda:0') (tensor(727.7320, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.938 (0.9270157139574453) | > loader_time: 0.0117 (0.011259703521512685)  --> TIME: 2025-02-21 09:41:02 -- STEP: 757/924 -- GLOBAL_STEP: 203700 | > loss_disc: 2.288701057434082 (2.234657320195175) | > loss_disc_real_0: 0.16936670243740082 (0.1331603461864208) | > loss_disc_real_1: 0.21487127244472504 (0.18902527815520842) | > loss_disc_real_2: 0.19040067493915558 (0.20133071110302103) | > loss_disc_real_3: 0.21029119193553925 (0.20526191501667823) | > loss_disc_real_4: 0.22146373987197876 (0.20518814987912667) | > loss_disc_real_5: 0.20423446595668793 (0.20476075583672737) | > loss_0: 2.288701057434082 (2.234657320195175) | > grad_norm_0: tensor(65.2559, device='cuda:0') (tensor(46.9858, device='cuda:0')) | > loss_gen: 2.7224605083465576 (2.7722065662928252) | > loss_kl: 1.951491355895996 (2.1145669043930253) | > loss_feat: 8.574076652526855 (8.436946392059337) | > loss_mel: 15.70173454284668 (14.919919978989638) | > loss_duration: 1.6196935176849365 (1.5940655208484336) | > amp_scaler: 128.0 (128.84544253632765) | > loss_1: 30.569456100463867 (29.837705329985727) | > grad_norm_1: tensor(725.1558, device='cuda:0') (tensor(730.4203, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.9293 (0.9267877934001081) | > loader_time: 0.0106 (0.011257286903250324)  --> TIME: 2025-02-21 09:41:49 -- STEP: 807/924 -- GLOBAL_STEP: 203750 | > loss_disc: 2.196450710296631 (2.2337472054742675) | > loss_disc_real_0: 0.0809776559472084 (0.13283909162531832) | > loss_disc_real_1: 0.17150242626667023 (0.18914035154688905) | > loss_disc_real_2: 0.21121887862682343 (0.20138126757582173) | > loss_disc_real_3: 0.2157697230577469 (0.20498014702155834) | > loss_disc_real_4: 0.19790495932102203 (0.2052075279394194) | > loss_disc_real_5: 0.20423105359077454 (0.20477860174436102) | > loss_0: 2.196450710296631 (2.2337472054742675) | > grad_norm_0: tensor(55.5335, device='cuda:0') (tensor(46.9975, device='cuda:0')) | > loss_gen: 2.758187770843506 (2.7725523156304326) | > loss_kl: 1.9781224727630615 (2.1127601918087) | > loss_feat: 8.269278526306152 (8.431136638849354) | > loss_mel: 15.235729217529297 (14.909909419706175) | > loss_duration: 1.5512669086456299 (1.5944181075031127) | > amp_scaler: 128.0 (128.7930607187113) | > loss_1: 29.792587280273438 (29.820776640408692) | > grad_norm_1: tensor(965.5831, device='cuda:0') (tensor(735.0931, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.919 (0.925767206643446) | > loader_time: 0.0111 (0.011241100977787737)  --> TIME: 2025-02-21 09:42:35 -- STEP: 857/924 -- GLOBAL_STEP: 203800 | > loss_disc: 2.323269844055176 (2.233613734623654) | > loss_disc_real_0: 0.1623241901397705 (0.1329577177015316) | > loss_disc_real_1: 0.20100028812885284 (0.18894396445854125) | > loss_disc_real_2: 0.23832330107688904 (0.20140310417743376) | > loss_disc_real_3: 0.23054563999176025 (0.20510209653452646) | > loss_disc_real_4: 0.23530910909175873 (0.20521361186943915) | > loss_disc_real_5: 0.27811479568481445 (0.20480419201569902) | > loss_0: 2.323269844055176 (2.233613734623654) | > grad_norm_0: tensor(43.8210, device='cuda:0') (tensor(47.1057, device='cuda:0')) | > loss_gen: 2.7316441535949707 (2.7751200608083204) | > loss_kl: 2.109867811203003 (2.1177051401193943) | > loss_feat: 7.535609245300293 (8.442934284410525) | > loss_mel: 14.240997314453125 (14.913544983123817) | > loss_duration: 1.576683759689331 (1.5941911611701667) | > amp_scaler: 128.0 (128.7467911318554) | > loss_1: 28.194801330566406 (29.843495592631427) | > grad_norm_1: tensor(539.6505, device='cuda:0') (tensor(738.9177, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.954 (0.925052386320597) | > loader_time: 0.0111 (0.011223223829770167)  --> TIME: 2025-02-21 09:43:22 -- STEP: 907/924 -- GLOBAL_STEP: 203850 | > loss_disc: 2.2093005180358887 (2.2341844119468357) | > loss_disc_real_0: 0.14838363230228424 (0.13301537801997246) | > loss_disc_real_1: 0.1916828155517578 (0.1888399164396715) | > loss_disc_real_2: 0.18490077555179596 (0.20128217531735734) | > loss_disc_real_3: 0.20265822112560272 (0.20510039474433153) | > loss_disc_real_4: 0.19437240064144135 (0.20513718191620528) | > loss_disc_real_5: 0.19840118288993835 (0.20501117138838945) | > loss_0: 2.2093005180358887 (2.2341844119468357) | > grad_norm_0: tensor(31.0298, device='cuda:0') (tensor(46.3291, device='cuda:0')) | > loss_gen: 2.7515392303466797 (2.7716380821699067) | > loss_kl: 2.154285192489624 (2.1183828139121124) | > loss_feat: 8.134777069091797 (8.442082017627294) | > loss_mel: 15.891793251037598 (14.918029985985132) | > loss_duration: 1.6310371160507202 (1.5942054214130552) | > amp_scaler: 128.0 (128.70562293274546) | > loss_1: 30.563430786132812 (29.84433828141487) | > grad_norm_1: tensor(145.8009, device='cuda:0') (tensor(725.2767, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.9042 (0.9242588898049957) | > loader_time: 0.0122 (0.011222884568253317)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.411586046218872 (2.411586046218872) | > loss_disc_real_0: 0.15774323046207428 (0.15774323046207428) | > loss_disc_real_1: 0.20338332653045654 (0.20338332653045654) | > loss_disc_real_2: 0.1974502056837082 (0.1974502056837082) | > loss_disc_real_3: 0.1928529143333435 (0.1928529143333435) | > loss_disc_real_4: 0.2344219833612442 (0.2344219833612442) | > loss_disc_real_5: 0.2141215056180954 (0.2141215056180954) | > loss_0: 2.411586046218872 (2.411586046218872) | > loss_gen: 2.3391215801239014 (2.3391215801239014) | > loss_kl: 1.9550782442092896 (1.9550782442092896) | > loss_feat: 6.903811454772949 (6.903811454772949) | > loss_mel: 12.901325225830078 (12.901325225830078) | > loss_duration: 1.6950464248657227 (1.6950464248657227) | > loss_1: 25.794384002685547 (25.794384002685547)  --> STEP: 1 | > loss_disc: 2.248718500137329 (2.248718500137329) | > loss_disc_real_0: 0.15483403205871582 (0.15483403205871582) | > loss_disc_real_1: 0.17046137154102325 (0.17046137154102325) | > loss_disc_real_2: 0.19740034639835358 (0.19740034639835358) | > loss_disc_real_3: 0.16019895672798157 (0.16019895672798157) | > loss_disc_real_4: 0.18682661652565002 (0.18682661652565002) | > loss_disc_real_5: 0.23045821487903595 (0.23045821487903595) | > loss_0: 2.248718500137329 (2.248718500137329) | > loss_gen: 2.495922565460205 (2.495922565460205) | > loss_kl: 1.899065375328064 (1.899065375328064) | > loss_feat: 8.209341049194336 (8.209341049194336) | > loss_mel: 14.656790733337402 (14.656790733337402) | > loss_duration: 1.691834568977356 (1.691834568977356) | > loss_1: 28.95295524597168 (28.95295524597168)  --> STEP: 2 | > loss_disc: 2.4068350791931152 (2.327776789665222) | > loss_disc_real_0: 0.14877326786518097 (0.1518036499619484) | > loss_disc_real_1: 0.1837773323059082 (0.17711935192346573) | > loss_disc_real_2: 0.20192022621631622 (0.1996602863073349) | > loss_disc_real_3: 0.1847306340932846 (0.1724647954106331) | > loss_disc_real_4: 0.22834652662277222 (0.20758657157421112) | > loss_disc_real_5: 0.2147534340620041 (0.22260582447052002) | > loss_0: 2.4068350791931152 (2.327776789665222) | > loss_gen: 2.326209545135498 (2.4110660552978516) | > loss_kl: 2.0298843383789062 (1.964474856853485) | > loss_feat: 7.412448883056641 (7.810894966125488) | > loss_mel: 13.402663230895996 (14.0297269821167) | > loss_duration: 1.5907082557678223 (1.6412714123725891) | > loss_1: 26.76191520690918 (27.85743522644043)  --> STEP: 3 | > loss_disc: 2.3175456523895264 (2.3243664105733237) | > loss_disc_real_0: 0.14618638157844543 (0.14993122716744742) | > loss_disc_real_1: 0.170707568526268 (0.1749820907910665) | > loss_disc_real_2: 0.17335893213748932 (0.1908931682507197) | > loss_disc_real_3: 0.18290463089942932 (0.17594474057356516) | > loss_disc_real_4: 0.22633954882621765 (0.21383756399154663) | > loss_disc_real_5: 0.21471361815929413 (0.21997508903344473) | > loss_0: 2.3175456523895264 (2.3243664105733237) | > loss_gen: 2.399770975112915 (2.4073010285695395) | > loss_kl: 1.9827499389648438 (1.9705665508906047) | > loss_feat: 7.7947773933410645 (7.805522441864014) | > loss_mel: 14.205924034118652 (14.088459332784018) | > loss_duration: 1.653144121170044 (1.6452289819717407) | > loss_1: 28.036367416381836 (27.91707928975423)  --> STEP: 4 | > loss_disc: 2.3444457054138184 (2.3293862342834473) | > loss_disc_real_0: 0.16031473875045776 (0.1525271050632) | > loss_disc_real_1: 0.17675423622131348 (0.17542512714862823) | > loss_disc_real_2: 0.19189190864562988 (0.19114285334944725) | > loss_disc_real_3: 0.20257781445980072 (0.18260300904512405) | > loss_disc_real_4: 0.20051175355911255 (0.2105061113834381) | > loss_disc_real_5: 0.22181308269500732 (0.22043458744883537) | > loss_0: 2.3444457054138184 (2.3293862342834473) | > loss_gen: 2.4057493209838867 (2.406913101673126) | > loss_kl: 1.8637717962265015 (1.9438678622245789) | > loss_feat: 7.3241286277771 (7.685173988342285) | > loss_mel: 13.908407211303711 (14.04344630241394) | > loss_duration: 1.7736104726791382 (1.67732435464859) | > loss_1: 27.275667190551758 (27.756726264953613)  --> STEP: 5 | > loss_disc: 2.1489603519439697 (2.293301057815552) | > loss_disc_real_0: 0.1453203558921814 (0.15108575522899628) | > loss_disc_real_1: 0.18101339042186737 (0.17654277980327607) | > loss_disc_real_2: 0.16571907699108124 (0.18605809807777404) | > loss_disc_real_3: 0.22827088832855225 (0.1917365849018097) | > loss_disc_real_4: 0.25693386793136597 (0.2197916626930237) | > loss_disc_real_5: 0.1906905472278595 (0.2144857794046402) | > loss_0: 2.1489603519439697 (2.293301057815552) | > loss_gen: 2.751812219619751 (2.475892925262451) | > loss_kl: 1.9100550413131714 (1.9371052980422974) | > loss_feat: 8.75139045715332 (7.898417282104492) | > loss_mel: 15.071891784667969 (14.249135398864746) | > loss_duration: 1.547767996788025 (1.651413083076477) | > loss_1: 30.032917022705078 (28.211964416503907) --> EVAL PERFORMANCE | > avg_loader_time: 0.1570584774017334 (+0.0016238689422607422) | > avg_loss_disc: 2.293301057815552 (+0.04226741790771493) | > avg_loss_disc_real_0: 0.15108575522899628 (+0.03693208619952203) | > avg_loss_disc_real_1: 0.17654277980327607 (-0.014386424422264094) | > avg_loss_disc_real_2: 0.18605809807777404 (-0.038252893090248125) | > avg_loss_disc_real_3: 0.1917365849018097 (-0.06920174062252046) | > avg_loss_disc_real_4: 0.2197916626930237 (+0.0017445176839828713) | > avg_loss_disc_real_5: 0.2144857794046402 (-0.026462981104850763) | > avg_loss_0: 2.293301057815552 (+0.04226741790771493) | > avg_loss_gen: 2.475892925262451 (-0.26925907135009775) | > avg_loss_kl: 1.9371052980422974 (-0.10094149112701434) | > avg_loss_feat: 7.898417282104492 (-0.21203155517578143) | > avg_loss_mel: 14.249135398864746 (-0.3104257583618164) | > avg_loss_duration: 1.651413083076477 (+0.004909300804138095) | > avg_loss_1: 28.211964416503907 (-0.8877479553222649)  > EPOCH: 171/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 09:43:46)   --> TIME: 2025-02-21 09:44:19 -- STEP: 33/924 -- GLOBAL_STEP: 203900 | > loss_disc: 2.301032543182373 (2.280537525812785) | > loss_disc_real_0: 0.07934599369764328 (0.137902175048084) | > loss_disc_real_1: 0.18572399020195007 (0.1927930757854924) | > loss_disc_real_2: 0.1877313107252121 (0.20835021093036188) | > loss_disc_real_3: 0.22103966772556305 (0.209328524091027) | > loss_disc_real_4: 0.2010873705148697 (0.20728374656402704) | > loss_disc_real_5: 0.20934344828128815 (0.1980739560994235) | > loss_0: 2.301032543182373 (2.280537525812785) | > grad_norm_0: tensor(34.4963, device='cuda:0') (tensor(52.2736, device='cuda:0')) | > loss_gen: 2.594449281692505 (2.7722065593257095) | > loss_kl: 1.8625271320343018 (2.0305361458749482) | > loss_feat: 7.36093282699585 (8.30899544918176) | > loss_mel: 14.060811996459961 (15.028616818514736) | > loss_duration: 1.5983390808105469 (1.5943141742186113) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.477060317993164 (29.734669367472332) | > grad_norm_1: tensor(254.2986, device='cuda:0') (tensor(828.3824, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.9088 (0.9184224099823923) | > loader_time: 0.0103 (0.011227354858860825)  --> TIME: 2025-02-21 09:45:06 -- STEP: 83/924 -- GLOBAL_STEP: 203950 | > loss_disc: 2.1912448406219482 (2.2235854303980447) | > loss_disc_real_0: 0.07814018428325653 (0.12981924185731328) | > loss_disc_real_1: 0.18519607186317444 (0.18856633912367993) | > loss_disc_real_2: 0.18644921481609344 (0.2008620653166828) | > loss_disc_real_3: 0.1992839127779007 (0.20491886318448077) | > loss_disc_real_4: 0.2271123081445694 (0.20562878358794986) | > loss_disc_real_5: 0.22140127420425415 (0.20128004199050994) | > loss_0: 2.1912448406219482 (2.2235854303980447) | > grad_norm_0: tensor(45.7481, device='cuda:0') (tensor(49.4999, device='cuda:0')) | > loss_gen: 2.872755289077759 (2.798643020262201) | > loss_kl: 2.167992353439331 (2.07065089639411) | > loss_feat: 8.46151065826416 (8.51888990976724) | > loss_mel: 14.93504524230957 (15.08047711705587) | > loss_duration: 1.5785088539123535 (1.594080672206649) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.015811920166016 (30.062741750694183) | > grad_norm_1: tensor(959.0397, device='cuda:0') (tensor(822.5200, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.9231 (0.9208868555275791) | > loader_time: 0.0106 (0.011440561478396498)  --> TIME: 2025-02-21 09:45:52 -- STEP: 133/924 -- GLOBAL_STEP: 204000 | > loss_disc: 2.1748573780059814 (2.2271418266726606) | > loss_disc_real_0: 0.10887952893972397 (0.1326378306892133) | > loss_disc_real_1: 0.17187535762786865 (0.1875423246756532) | > loss_disc_real_2: 0.20277611911296844 (0.20100725223695423) | > loss_disc_real_3: 0.22770628333091736 (0.2058674415251366) | > loss_disc_real_4: 0.23110276460647583 (0.20615267339057494) | > loss_disc_real_5: 0.2197752594947815 (0.20225054014446145) | > loss_0: 2.1748573780059814 (2.2271418266726606) | > grad_norm_0: tensor(38.5329, device='cuda:0') (tensor(49.3334, device='cuda:0')) | > loss_gen: 2.9546103477478027 (2.787037718564944) | > loss_kl: 2.177198648452759 (2.0853691576118765) | > loss_feat: 8.411311149597168 (8.498403527682878) | > loss_mel: 15.11394214630127 (14.968120424371017) | > loss_duration: 1.5700185298919678 (1.593186506651398) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.227081298828125 (29.932117419135302) | > grad_norm_1: tensor(877.5734, device='cuda:0') (tensor(776.8680, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.9028 (0.918426942108269) | > loader_time: 0.0106 (0.011249875663814688) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_204000.pth  --> TIME: 2025-02-21 09:46:42 -- STEP: 183/924 -- GLOBAL_STEP: 204050 | > loss_disc: 2.2241411209106445 (2.2200381391035395) | > loss_disc_real_0: 0.09504131227731705 (0.13139694568807953) | > loss_disc_real_1: 0.16431935131549835 (0.18720905010491773) | > loss_disc_real_2: 0.17799776792526245 (0.20018050685280664) | > loss_disc_real_3: 0.1872333139181137 (0.20574575051909588) | > loss_disc_real_4: 0.2208448052406311 (0.20477390582444238) | > loss_disc_real_5: 0.1748761087656021 (0.20201779502988512) | > loss_0: 2.2241411209106445 (2.2200381391035395) | > grad_norm_0: tensor(29.0766, device='cuda:0') (tensor(49.8226, device='cuda:0')) | > loss_gen: 2.6341118812561035 (2.7849081122810064) | > loss_kl: 2.2210357189178467 (2.1028635071926427) | > loss_feat: 7.964478492736816 (8.491736886279822) | > loss_mel: 13.584878921508789 (14.939168205678138) | > loss_duration: 1.5926129817962646 (1.59190374449954) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.99711799621582 (29.910580567323446) | > grad_norm_1: tensor(663.5001, device='cuda:0') (tensor(764.4957, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.9171 (0.9226482552908809) | > loader_time: 0.0102 (0.011203511816556336)  --> TIME: 2025-02-21 09:47:29 -- STEP: 233/924 -- GLOBAL_STEP: 204100 | > loss_disc: 2.1063520908355713 (2.223586695388663) | > loss_disc_real_0: 0.07082603126764297 (0.13242744977382112) | > loss_disc_real_1: 0.1858896166086197 (0.18750712825505006) | > loss_disc_real_2: 0.19087348878383636 (0.2013987644291743) | > loss_disc_real_3: 0.18762674927711487 (0.20545435540154255) | > loss_disc_real_4: 0.2099042683839798 (0.20526450795677087) | > loss_disc_real_5: 0.16652841866016388 (0.2021122700794572) | > loss_0: 2.1063520908355713 (2.223586695388663) | > grad_norm_0: tensor(52.2198, device='cuda:0') (tensor(50.0882, device='cuda:0')) | > loss_gen: 2.7688210010528564 (2.790470837523497) | > loss_kl: 2.1783573627471924 (2.109640194622745) | > loss_feat: 8.839630126953125 (8.520810248002473) | > loss_mel: 15.032588958740234 (15.001113502764396) | > loss_duration: 1.59987473487854 (1.5929496165508876) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.41927146911621 (30.014984491045382) | > grad_norm_1: tensor(1037.5963, device='cuda:0') (tensor(780.2822, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.8928 (0.9241212703639345) | > loader_time: 0.009 (0.011173517407265856)  --> TIME: 2025-02-21 09:48:16 -- STEP: 283/924 -- GLOBAL_STEP: 204150 | > loss_disc: 2.2897093296051025 (2.22334158546933) | > loss_disc_real_0: 0.22228336334228516 (0.13166749224645932) | > loss_disc_real_1: 0.15536820888519287 (0.1871891256040061) | > loss_disc_real_2: 0.19630537927150726 (0.2016265530784223) | > loss_disc_real_3: 0.1985245943069458 (0.20530256318329923) | > loss_disc_real_4: 0.15842515230178833 (0.2051540992811796) | > loss_disc_real_5: 0.23076514899730682 (0.20271290970354114) | > loss_0: 2.2897093296051025 (2.22334158546933) | > grad_norm_0: tensor(71.5127, device='cuda:0') (tensor(49.2530, device='cuda:0')) | > loss_gen: 2.730353355407715 (2.782931544334222) | > loss_kl: 2.09122371673584 (2.111854619777668) | > loss_feat: 7.259090423583984 (8.509202546028702) | > loss_mel: 13.521410942077637 (14.992384806117405) | > loss_duration: 1.5957269668579102 (1.5939392445365448) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.197803497314453 (29.990312832404364) | > grad_norm_1: tensor(781.6443, device='cuda:0') (tensor(766.5814, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.921 (0.9238739148466829) | > loader_time: 0.0112 (0.011176638384168647)  --> TIME: 2025-02-21 09:49:04 -- STEP: 333/924 -- GLOBAL_STEP: 204200 | > loss_disc: 2.3337454795837402 (2.227018106449116) | > loss_disc_real_0: 0.13480329513549805 (0.13235654823996634) | > loss_disc_real_1: 0.16724024713039398 (0.18758306793264437) | > loss_disc_real_2: 0.19413168728351593 (0.2019709856123538) | > loss_disc_real_3: 0.2158389687538147 (0.20552358089445588) | > loss_disc_real_4: 0.2425355315208435 (0.20529154533738492) | > loss_disc_real_5: 0.21515260636806488 (0.20317301055690548) | > loss_0: 2.3337454795837402 (2.227018106449116) | > grad_norm_0: tensor(54.5969, device='cuda:0') (tensor(49.2139, device='cuda:0')) | > loss_gen: 2.5885837078094482 (2.778156498888949) | > loss_kl: 2.2532973289489746 (2.1171460251908436) | > loss_feat: 7.412134170532227 (8.486210447889905) | > loss_mel: 13.646129608154297 (14.970037113796842) | > loss_duration: 1.5789990425109863 (1.5941584092360723) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.479143142700195 (29.945708506816143) | > grad_norm_1: tensor(895.1151, device='cuda:0') (tensor(761.4468, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.8752 (0.924993195691266) | > loader_time: 0.0088 (0.011257785218614008)  --> TIME: 2025-02-21 09:49:51 -- STEP: 383/924 -- GLOBAL_STEP: 204250 | > loss_disc: 2.2734534740448 (2.22656093814043) | > loss_disc_real_0: 0.1227634996175766 (0.1319543807122942) | > loss_disc_real_1: 0.20379002392292023 (0.1881362242580394) | > loss_disc_real_2: 0.1912977248430252 (0.2013476278156276) | > loss_disc_real_3: 0.2099672108888626 (0.20521591432567676) | > loss_disc_real_4: 0.21020165085792542 (0.20528270424812958) | > loss_disc_real_5: 0.2124946117401123 (0.20352996940245516) | > loss_0: 2.2734534740448 (2.22656093814043) | > grad_norm_0: tensor(34.3785, device='cuda:0') (tensor(49.5223, device='cuda:0')) | > loss_gen: 2.6214566230773926 (2.779590073827041) | > loss_kl: 2.2074882984161377 (2.120083036684185) | > loss_feat: 7.224532127380371 (8.494084365685362) | > loss_mel: 13.306414604187012 (14.992871135084187) | > loss_duration: 1.6808176040649414 (1.5946690992649173) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.040706634521484 (29.981297704631913) | > grad_norm_1: tensor(770.8273, device='cuda:0') (tensor(758.4692, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.9235 (0.9249008255901285) | > loader_time: 0.0105 (0.011231022777507572)  --> TIME: 2025-02-21 09:50:38 -- STEP: 433/924 -- GLOBAL_STEP: 204300 | > loss_disc: 2.2144949436187744 (2.224815531085324) | > loss_disc_real_0: 0.10184603929519653 (0.1308852867083515) | > loss_disc_real_1: 0.17606380581855774 (0.18801605095764232) | > loss_disc_real_2: 0.1676812767982483 (0.20129875659804974) | > loss_disc_real_3: 0.20107312500476837 (0.20533525943756104) | > loss_disc_real_4: 0.21547405421733856 (0.20540739585565918) | > loss_disc_real_5: 0.2354382574558258 (0.2033637120252944) | > loss_0: 2.2144949436187744 (2.224815531085324) | > grad_norm_0: tensor(26.5082, device='cuda:0') (tensor(49.6063, device='cuda:0')) | > loss_gen: 2.7459611892700195 (2.785071611404419) | > loss_kl: 2.203463077545166 (2.1168173177137715) | > loss_feat: 8.999536514282227 (8.50145682782004) | > loss_mel: 14.83932113647461 (14.994700779815744) | > loss_duration: 1.6149835586547852 (1.5945272531024859) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.403263092041016 (29.992573762325435) | > grad_norm_1: tensor(1050.2975, device='cuda:0') (tensor(770.5404, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.8995 (0.9249136805809671) | > loader_time: 0.0098 (0.011192317923001825)  --> TIME: 2025-02-21 09:51:25 -- STEP: 483/924 -- GLOBAL_STEP: 204350 | > loss_disc: 2.2251503467559814 (2.226811257455166) | > loss_disc_real_0: 0.10097800195217133 (0.13131906559563572) | > loss_disc_real_1: 0.18147864937782288 (0.18790503484862192) | > loss_disc_real_2: 0.1985665112733841 (0.20117949156040488) | > loss_disc_real_3: 0.19875702261924744 (0.20577598574492256) | > loss_disc_real_4: 0.21847642958164215 (0.20549806424919867) | > loss_disc_real_5: 0.21710550785064697 (0.20367484004477784) | > loss_0: 2.2251503467559814 (2.226811257455166) | > grad_norm_0: tensor(41.4546, device='cuda:0') (tensor(49.7657, device='cuda:0')) | > loss_gen: 2.642728805541992 (2.7830856340025276) | > loss_kl: 2.0122337341308594 (2.1169666444292754) | > loss_feat: 8.389241218566895 (8.489925258154702) | > loss_mel: 15.10997200012207 (14.986470816791922) | > loss_duration: 1.582218885421753 (1.5939879516143487) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.73639488220215 (29.970436258098847) | > grad_norm_1: tensor(390.9531, device='cuda:0') (tensor(767.7961, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.932 (0.9255682424975724) | > loader_time: 0.0109 (0.011186092289831822)  --> TIME: 2025-02-21 09:52:12 -- STEP: 533/924 -- GLOBAL_STEP: 204400 | > loss_disc: 2.1083788871765137 (2.2274873283522214) | > loss_disc_real_0: 0.12869681417942047 (0.13203736181470513) | > loss_disc_real_1: 0.13467900454998016 (0.18794432578793607) | > loss_disc_real_2: 0.19554166495800018 (0.20118975138910275) | > loss_disc_real_3: 0.20074820518493652 (0.20564513420074562) | > loss_disc_real_4: 0.20664513111114502 (0.20534865194704477) | > loss_disc_real_5: 0.213328018784523 (0.2038005609449705) | > loss_0: 2.1083788871765137 (2.2274873283522214) | > grad_norm_0: tensor(51.4363, device='cuda:0') (tensor(49.9205, device='cuda:0')) | > loss_gen: 2.889242172241211 (2.783727106860163) | > loss_kl: 2.0181446075439453 (2.1183042928828115) | > loss_feat: 8.898669242858887 (8.488489359449492) | > loss_mel: 14.69294261932373 (14.985446339476622) | > loss_duration: 1.6277754306793213 (1.5940549145496365) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.126773834228516 (29.97002197967014) | > grad_norm_1: tensor(757.1259, device='cuda:0') (tensor(776.6441, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.9032 (0.9259007008393306) | > loader_time: 0.0152 (0.011179979925531384)  --> TIME: 2025-02-21 09:53:00 -- STEP: 583/924 -- GLOBAL_STEP: 204450 | > loss_disc: 2.222308397293091 (2.2279150702736588) | > loss_disc_real_0: 0.0872705951333046 (0.1318563907431187) | > loss_disc_real_1: 0.16087985038757324 (0.18792518986130252) | > loss_disc_real_2: 0.19718801975250244 (0.20135454373437392) | > loss_disc_real_3: 0.18010421097278595 (0.205473135051351) | > loss_disc_real_4: 0.16487185657024384 (0.205199233816991) | > loss_disc_real_5: 0.18366704881191254 (0.20400416922610176) | > loss_0: 2.222308397293091 (2.2279150702736588) | > grad_norm_0: tensor(48.9714, device='cuda:0') (tensor(49.5979, device='cuda:0')) | > loss_gen: 2.597170114517212 (2.7834273681019015) | > loss_kl: 2.116694211959839 (2.115148759010932) | > loss_feat: 8.515149116516113 (8.49303703324464) | > loss_mel: 14.355229377746582 (14.990020089452099) | > loss_duration: 1.5760787725448608 (1.5938358235318302) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.160320281982422 (29.975469036331308) | > grad_norm_1: tensor(897.0513, device='cuda:0') (tensor(769.3555, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.9283 (0.9261714635132513) | > loader_time: 0.0113 (0.011202771708650408)  --> TIME: 2025-02-21 09:53:47 -- STEP: 633/924 -- GLOBAL_STEP: 204500 | > loss_disc: 2.089822769165039 (2.2256306618875783) | > loss_disc_real_0: 0.06911736726760864 (0.13101228668485398) | > loss_disc_real_1: 0.16362948715686798 (0.18796814326049788) | > loss_disc_real_2: 0.18823900818824768 (0.20123302941262075) | > loss_disc_real_3: 0.17499320209026337 (0.20564911868805757) | > loss_disc_real_4: 0.1863756626844406 (0.20505065462694724) | > loss_disc_real_5: 0.16621124744415283 (0.20387796793974602) | > loss_0: 2.089822769165039 (2.2256306618875783) | > grad_norm_0: tensor(23.7631, device='cuda:0') (tensor(49.7558, device='cuda:0')) | > loss_gen: 2.8411269187927246 (2.786611770566607) | > loss_kl: 1.9418487548828125 (2.115791724191459) | > loss_feat: 8.978739738464355 (8.507497278246646) | > loss_mel: 15.137959480285645 (14.999166826124629) | > loss_duration: 1.6090171337127686 (1.5933807498847525) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.508691787719727 (30.00244829440004) | > grad_norm_1: tensor(845.5948, device='cuda:0') (tensor(774.8507, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.9153 (0.9263337084090725) | > loader_time: 0.0105 (0.01120113799168977)  --> TIME: 2025-02-21 09:54:34 -- STEP: 683/924 -- GLOBAL_STEP: 204550 | > loss_disc: 2.205183267593384 (2.2243732001037926) | > loss_disc_real_0: 0.16570425033569336 (0.13118597888558195) | > loss_disc_real_1: 0.2029867172241211 (0.1880171944770422) | > loss_disc_real_2: 0.20459863543510437 (0.20102469337283263) | > loss_disc_real_3: 0.22533465921878815 (0.2055110175866159) | > loss_disc_real_4: 0.2223542481660843 (0.20500583488543248) | > loss_disc_real_5: 0.21428930759429932 (0.20369899198740163) | > loss_0: 2.205183267593384 (2.2243732001037926) | > grad_norm_0: tensor(49.8751, device='cuda:0') (tensor(49.5505, device='cuda:0')) | > loss_gen: 2.7893755435943604 (2.7876387483728076) | > loss_kl: 1.894114375114441 (2.1109033158024455) | > loss_feat: 7.857463836669922 (8.510677237112734) | > loss_mel: 14.54981803894043 (15.00303841893879) | > loss_duration: 1.5909842252731323 (1.5931869361271453) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.68175506591797 (30.005444617431998) | > grad_norm_1: tensor(642.9639, device='cuda:0') (tensor(771.2931, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.949 (0.925934629244825) | > loader_time: 0.0114 (0.011178220871775947)  --> TIME: 2025-02-21 09:55:21 -- STEP: 733/924 -- GLOBAL_STEP: 204600 | > loss_disc: 2.068420886993408 (2.2236131571162128) | > loss_disc_real_0: 0.09429971128702164 (0.1311667407335558) | > loss_disc_real_1: 0.20070531964302063 (0.18799494341076803) | > loss_disc_real_2: 0.1839296668767929 (0.20108357569937174) | > loss_disc_real_3: 0.18839609622955322 (0.20538325591513437) | > loss_disc_real_4: 0.1744767129421234 (0.20482497716177697) | > loss_disc_real_5: 0.21230284869670868 (0.2034877932860452) | > loss_0: 2.068420886993408 (2.2236131571162128) | > grad_norm_0: tensor(33.2978, device='cuda:0') (tensor(49.6493, device='cuda:0')) | > loss_gen: 2.8675637245178223 (2.790291199742694) | > loss_kl: 2.0790114402770996 (2.107440647617044) | > loss_feat: 9.190326690673828 (8.51596616560244) | > loss_mel: 15.971216201782227 (15.004626499191637) | > loss_duration: 1.5998035669326782 (1.5933801249625095) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.707921981811523 (30.011704604915188) | > grad_norm_1: tensor(1072.5903, device='cuda:0') (tensor(778.2109, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.9393 (0.9263902982292849) | > loader_time: 0.0131 (0.011212035383404028)  --> TIME: 2025-02-21 09:56:08 -- STEP: 783/924 -- GLOBAL_STEP: 204650 | > loss_disc: 2.22332501411438 (2.2239071689498537) | > loss_disc_real_0: 0.11148181557655334 (0.13090115034831432) | > loss_disc_real_1: 0.20710405707359314 (0.1882390036398728) | > loss_disc_real_2: 0.17627070844173431 (0.20101972877750915) | > loss_disc_real_3: 0.2086852490901947 (0.20531913969251844) | > loss_disc_real_4: 0.23260213434696198 (0.20484362729131642) | > loss_disc_real_5: 0.20442679524421692 (0.20346458593090838) | > loss_0: 2.22332501411438 (2.2239071689498537) | > grad_norm_0: tensor(41.0557, device='cuda:0') (tensor(49.1707, device='cuda:0')) | > loss_gen: 2.9987030029296875 (2.7872091865174187) | > loss_kl: 2.4348387718200684 (2.105973736840951) | > loss_feat: 9.264532089233398 (8.508245645354986) | > loss_mel: 15.475789070129395 (14.999431500489685) | > loss_duration: 1.5572912693023682 (1.5938290818897707) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.73115348815918 (29.994689115619295) | > grad_norm_1: tensor(1168.5115, device='cuda:0') (tensor(773.6365, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.8949 (0.9258765757160013) | > loader_time: 0.0113 (0.011207951135257799)  --> TIME: 2025-02-21 09:56:54 -- STEP: 833/924 -- GLOBAL_STEP: 204700 | > loss_disc: 2.308537483215332 (2.224901703368574) | > loss_disc_real_0: 0.08824042230844498 (0.1317853946976659) | > loss_disc_real_1: 0.19686578214168549 (0.18823006323405675) | > loss_disc_real_2: 0.2002023309469223 (0.2010035425209914) | > loss_disc_real_3: 0.22673408687114716 (0.20528316612289446) | > loss_disc_real_4: 0.25036513805389404 (0.2050653900884065) | > loss_disc_real_5: 0.21903637051582336 (0.2036170754827658) | > loss_0: 2.308537483215332 (2.224901703368574) | > grad_norm_0: tensor(47.4291, device='cuda:0') (tensor(49.4896, device='cuda:0')) | > loss_gen: 2.6640703678131104 (2.7899767436614873) | > loss_kl: 1.9914281368255615 (2.104935381306605) | > loss_feat: 8.530080795288086 (8.510325645913873) | > loss_mel: 14.99655818939209 (15.007493535439078) | > loss_duration: 1.5983328819274902 (1.5933222991077844) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.78046989440918 (30.006053551333864) | > grad_norm_1: tensor(764.1282, device='cuda:0') (tensor(777.0497, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.8812 (0.9250025983904301) | > loader_time: 0.0098 (0.011179379626911795)  --> TIME: 2025-02-21 09:57:41 -- STEP: 883/924 -- GLOBAL_STEP: 204750 | > loss_disc: 2.310755729675293 (2.225398697102463) | > loss_disc_real_0: 0.12320064008235931 (0.1318055899056479) | > loss_disc_real_1: 0.2197498232126236 (0.18815674161114482) | > loss_disc_real_2: 0.19205299019813538 (0.20113705591396736) | > loss_disc_real_3: 0.21476806700229645 (0.2051740582707514) | > loss_disc_real_4: 0.1788664162158966 (0.20490468093452474) | > loss_disc_real_5: 0.2088378369808197 (0.20364980138036706) | > loss_0: 2.310755729675293 (2.225398697102463) | > grad_norm_0: tensor(30.9195, device='cuda:0') (tensor(48.4369, device='cuda:0')) | > loss_gen: 2.798490047454834 (2.7864790003270037) | > loss_kl: 2.0874757766723633 (2.1055770045903635) | > loss_feat: 7.810179710388184 (8.508987231810796) | > loss_mel: 14.971782684326172 (15.017421801254946) | > loss_duration: 1.585759162902832 (1.5935580228220165) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.25368881225586 (30.01202301422845) | > grad_norm_1: tensor(206.3328, device='cuda:0') (tensor(761.2645, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.9177 (0.9250953699697317) | > loader_time: 0.0105 (0.011164882849998945)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.351027250289917 (2.351027250289917) | > loss_disc_real_0: 0.18519188463687897 (0.18519188463687897) | > loss_disc_real_1: 0.23129306733608246 (0.23129306733608246) | > loss_disc_real_2: 0.24582810699939728 (0.24582810699939728) | > loss_disc_real_3: 0.2166328728199005 (0.2166328728199005) | > loss_disc_real_4: 0.22504889965057373 (0.22504889965057373) | > loss_disc_real_5: 0.21785451471805573 (0.21785451471805573) | > loss_0: 2.351027250289917 (2.351027250289917) | > loss_gen: 2.7084696292877197 (2.7084696292877197) | > loss_kl: 2.007113456726074 (2.007113456726074) | > loss_feat: 8.045421600341797 (8.045421600341797) | > loss_mel: 14.682758331298828 (14.682758331298828) | > loss_duration: 1.6882578134536743 (1.6882578134536743) | > loss_1: 29.132020950317383 (29.132020950317383)  --> STEP: 1 | > loss_disc: 2.568831443786621 (2.568831443786621) | > loss_disc_real_0: 0.25500112771987915 (0.25500112771987915) | > loss_disc_real_1: 0.21998721361160278 (0.21998721361160278) | > loss_disc_real_2: 0.2819579243659973 (0.2819579243659973) | > loss_disc_real_3: 0.23475241661071777 (0.23475241661071777) | > loss_disc_real_4: 0.2230478674173355 (0.2230478674173355) | > loss_disc_real_5: 0.24580608308315277 (0.24580608308315277) | > loss_0: 2.568831443786621 (2.568831443786621) | > loss_gen: 2.430832862854004 (2.430832862854004) | > loss_kl: 1.9532098770141602 (1.9532098770141602) | > loss_feat: 5.589783191680908 (5.589783191680908) | > loss_mel: 10.645011901855469 (10.645011901855469) | > loss_duration: 1.6907334327697754 (1.6907334327697754) | > loss_1: 22.309572219848633 (22.309572219848633)  --> STEP: 2 | > loss_disc: 2.4760682582855225 (2.5224498510360718) | > loss_disc_real_0: 0.23089811205863953 (0.24294961988925934) | > loss_disc_real_1: 0.2252163589000702 (0.2226017862558365) | > loss_disc_real_2: 0.2640092968940735 (0.2729836106300354) | > loss_disc_real_3: 0.25426214933395386 (0.24450728297233582) | > loss_disc_real_4: 0.21806201338768005 (0.22055494040250778) | > loss_disc_real_5: 0.21356387436389923 (0.229684978723526) | > loss_0: 2.4760682582855225 (2.5224498510360718) | > loss_gen: 2.591175079345703 (2.5110039710998535) | > loss_kl: 1.7808988094329834 (1.8670543432235718) | > loss_feat: 6.609018802642822 (6.099400997161865) | > loss_mel: 11.137438774108887 (10.891225337982178) | > loss_duration: 1.5868648290634155 (1.6387991309165955) | > loss_1: 23.705394744873047 (23.00748348236084)  --> STEP: 3 | > loss_disc: 2.417390823364258 (2.4874301751454673) | > loss_disc_real_0: 0.21032197773456573 (0.23207373917102814) | > loss_disc_real_1: 0.213973268866539 (0.21972561379273733) | > loss_disc_real_2: 0.2575344741344452 (0.2678338984648387) | > loss_disc_real_3: 0.24771584570407867 (0.24557680388291678) | > loss_disc_real_4: 0.24716873466968536 (0.22942620515823364) | > loss_disc_real_5: 0.2567616105079651 (0.23871052265167236) | > loss_0: 2.417390823364258 (2.4874301751454673) | > loss_gen: 2.7713119983673096 (2.597773313522339) | > loss_kl: 1.9132405519485474 (1.882449746131897) | > loss_feat: 7.606908798217773 (6.601903597513835) | > loss_mel: 13.512826919555664 (11.765092531840006) | > loss_duration: 1.6734201908111572 (1.6503394842147827) | > loss_1: 27.47770881652832 (24.49755859375)  --> STEP: 4 | > loss_disc: 2.4580280780792236 (2.4800796508789062) | > loss_disc_real_0: 0.21249541640281677 (0.2271791584789753) | > loss_disc_real_1: 0.21461166441440582 (0.21844712644815445) | > loss_disc_real_2: 0.267292320728302 (0.2676985040307045) | > loss_disc_real_3: 0.23174701631069183 (0.24211935698986053) | > loss_disc_real_4: 0.24234873056411743 (0.2326568365097046) | > loss_disc_real_5: 0.24021576344966888 (0.2390868328511715) | > loss_0: 2.4580280780792236 (2.4800796508789062) | > loss_gen: 2.607452392578125 (2.6001930832862854) | > loss_kl: 1.952674150466919 (1.9000058472156525) | > loss_feat: 6.736075401306152 (6.635446548461914) | > loss_mel: 12.660984992980957 (11.989065647125244) | > loss_duration: 1.7477794885635376 (1.6746994853019714) | > loss_1: 25.704967498779297 (24.799410820007324)  --> STEP: 5 | > loss_disc: 2.395216464996338 (2.4631070137023925) | > loss_disc_real_0: 0.15669816732406616 (0.21308296024799347) | > loss_disc_real_1: 0.20623241364955902 (0.21600418388843537) | > loss_disc_real_2: 0.24606108665466309 (0.2633710205554962) | > loss_disc_real_3: 0.2542150318622589 (0.24453849196434022) | > loss_disc_real_4: 0.22470347583293915 (0.2310661643743515) | > loss_disc_real_5: 0.20700883865356445 (0.23267123401165007) | > loss_0: 2.395216464996338 (2.4631070137023925) | > loss_gen: 2.779573440551758 (2.63606915473938) | > loss_kl: 1.9092893600463867 (1.9018625497817994) | > loss_feat: 8.419013977050781 (6.992160034179688) | > loss_mel: 13.269322395324707 (12.245116996765137) | > loss_duration: 1.5314640998840332 (1.6460524082183838) | > loss_1: 27.908662796020508 (25.42126121520996) --> EVAL PERFORMANCE | > avg_loader_time: 0.15203261375427246 (-0.0050258636474609375) | > avg_loss_disc: 2.4631070137023925 (+0.16980595588684055) | > avg_loss_disc_real_0: 0.21308296024799347 (+0.06199720501899719) | > avg_loss_disc_real_1: 0.21600418388843537 (+0.0394614040851593) | > avg_loss_disc_real_2: 0.2633710205554962 (+0.07731292247772217) | > avg_loss_disc_real_3: 0.24453849196434022 (+0.05280190706253052) | > avg_loss_disc_real_4: 0.2310661643743515 (+0.01127450168132782) | > avg_loss_disc_real_5: 0.23267123401165007 (+0.018185454607009877) | > avg_loss_0: 2.4631070137023925 (+0.16980595588684055) | > avg_loss_gen: 2.63606915473938 (+0.1601762294769289) | > avg_loss_kl: 1.9018625497817994 (-0.035242748260498) | > avg_loss_feat: 6.992160034179688 (-0.9062572479248043) | > avg_loss_mel: 12.245116996765137 (-2.004018402099609) | > avg_loss_duration: 1.6460524082183838 (-0.005360674858093217) | > avg_loss_1: 25.42126121520996 (-2.7907032012939474)  > EPOCH: 172/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 09:58:27)   --> TIME: 2025-02-21 09:58:38 -- STEP: 9/924 -- GLOBAL_STEP: 204800 | > loss_disc: 2.271040439605713 (2.302751647101508) | > loss_disc_real_0: 0.12542062997817993 (0.1257074624300003) | > loss_disc_real_1: 0.22477802634239197 (0.19360587331983778) | > loss_disc_real_2: 0.2173943817615509 (0.20295553737216526) | > loss_disc_real_3: 0.20989631116390228 (0.21071825921535492) | > loss_disc_real_4: 0.20738573372364044 (0.20853068431218466) | > loss_disc_real_5: 0.22459712624549866 (0.2091552350256178) | > loss_0: 2.271040439605713 (2.302751647101508) | > grad_norm_0: tensor(41.9735, device='cuda:0') (tensor(35.6746, device='cuda:0')) | > loss_gen: 2.904726505279541 (2.6844025717841253) | > loss_kl: 1.8920509815216064 (2.0814965698454113) | > loss_feat: 8.178760528564453 (8.099805196126303) | > loss_mel: 15.951175689697266 (15.010949240790474) | > loss_duration: 1.59950852394104 (1.57421522670322) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.526222229003906 (29.450868606567383) | > grad_norm_1: tensor(489.3684, device='cuda:0') (tensor(560.4048, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.9436 (0.9233063591851128) | > loader_time: 0.0152 (0.01131235228644477)  --> TIME: 2025-02-21 09:59:25 -- STEP: 59/924 -- GLOBAL_STEP: 204850 | > loss_disc: 2.244823932647705 (2.2170366432707187) | > loss_disc_real_0: 0.1431616097688675 (0.12406565552040683) | > loss_disc_real_1: 0.1788059026002884 (0.18671628580255023) | > loss_disc_real_2: 0.21564821898937225 (0.20145589542590966) | > loss_disc_real_3: 0.19920620322227478 (0.2051499619827432) | > loss_disc_real_4: 0.20003937184810638 (0.205778027742596) | > loss_disc_real_5: 0.18652455508708954 (0.2030226057868893) | > loss_0: 2.244823932647705 (2.2170366432707187) | > grad_norm_0: tensor(48.4262, device='cuda:0') (tensor(40.7672, device='cuda:0')) | > loss_gen: 2.6239590644836426 (2.7760827420121528) | > loss_kl: 2.1721575260162354 (2.0788599656800084) | > loss_feat: 7.261948585510254 (8.507210448636847) | > loss_mel: 13.2481689453125 (15.077473333326436) | > loss_duration: 1.5881290435791016 (1.593032218642154) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.89436149597168 (30.032658754769017) | > grad_norm_1: tensor(742.0267, device='cuda:0') (tensor(749.2130, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.9321 (0.9286994327933101) | > loader_time: 0.0117 (0.011097326117046809)  --> TIME: 2025-02-21 10:00:12 -- STEP: 109/924 -- GLOBAL_STEP: 204900 | > loss_disc: 2.507730722427368 (2.211556788978226) | > loss_disc_real_0: 0.2721938192844391 (0.12728234431749086) | > loss_disc_real_1: 0.21095991134643555 (0.1861709974227695) | > loss_disc_real_2: 0.22805321216583252 (0.20018290639470476) | > loss_disc_real_3: 0.21567527949810028 (0.20557830708289368) | > loss_disc_real_4: 0.20943069458007812 (0.20543083275130042) | > loss_disc_real_5: 0.20843984186649323 (0.20219379239672913) | > loss_0: 2.507730722427368 (2.211556788978226) | > grad_norm_0: tensor(48.4679, device='cuda:0') (tensor(45.8874, device='cuda:0')) | > loss_gen: 2.5584025382995605 (2.8142403025145923) | > loss_kl: 1.972032070159912 (2.07861495564837) | > loss_feat: 6.104497909545898 (8.607599162180492) | > loss_mel: 11.466850280761719 (15.059080342634008) | > loss_duration: 1.5736281871795654 (1.5934016190537619) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.675411224365234 (30.152936392967852) | > grad_norm_1: tensor(353.4889, device='cuda:0') (tensor(785.8257, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.9214 (0.9264780140798027) | > loader_time: 0.0106 (0.011380287485385155)  --> TIME: 2025-02-21 10:01:00 -- STEP: 159/924 -- GLOBAL_STEP: 204950 | > loss_disc: 2.1882705688476562 (2.2181760170174836) | > loss_disc_real_0: 0.11272656917572021 (0.12867618560697294) | > loss_disc_real_1: 0.18571217358112335 (0.18599085078674288) | > loss_disc_real_2: 0.17551977932453156 (0.20040359980655173) | > loss_disc_real_3: 0.1726876050233841 (0.20536160300362785) | > loss_disc_real_4: 0.18058380484580994 (0.20568449729643531) | > loss_disc_real_5: 0.17390544712543488 (0.20341088402571172) | > loss_0: 2.1882705688476562 (2.2181760170174836) | > grad_norm_0: tensor(52.3000, device='cuda:0') (tensor(45.7132, device='cuda:0')) | > loss_gen: 2.679478168487549 (2.7987705251705712) | > loss_kl: 2.1891589164733887 (2.0944474388218532) | > loss_feat: 8.617327690124512 (8.559603166280302) | > loss_mel: 16.02621078491211 (15.019243618227401) | > loss_duration: 1.5866296291351318 (1.5935912589607) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.098804473876953 (30.06565603820033) | > grad_norm_1: tensor(293.3786, device='cuda:0') (tensor(765.0167, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.9183 (0.927187777165347) | > loader_time: 0.0098 (0.011259813728572435)  --> TIME: 2025-02-21 10:01:47 -- STEP: 209/924 -- GLOBAL_STEP: 205000 | > loss_disc: 2.431421995162964 (2.2231451951715933) | > loss_disc_real_0: 0.21491292119026184 (0.1278865306713934) | > loss_disc_real_1: 0.17171025276184082 (0.18708924514254885) | > loss_disc_real_2: 0.20533105731010437 (0.201620105137095) | > loss_disc_real_3: 0.20526209473609924 (0.20611615978074416) | > loss_disc_real_4: 0.20971517264842987 (0.20562113828636247) | > loss_disc_real_5: 0.23031052947044373 (0.2036966568117507) | > loss_0: 2.431421995162964 (2.2231451951715933) | > grad_norm_0: tensor(69.9407, device='cuda:0') (tensor(47.4772, device='cuda:0')) | > loss_gen: 2.426880121231079 (2.800009035037464) | > loss_kl: 2.1297731399536133 (2.1039629507292994) | > loss_feat: 7.750665664672852 (8.535675429841548) | > loss_mel: 14.632525444030762 (15.014713405992426) | > loss_duration: 1.6329150199890137 (1.5925063624906768) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.5727596282959 (30.046867178958) | > grad_norm_1: tensor(205.9160, device='cuda:0') (tensor(772.5065, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.9285 (0.9286957060891475) | > loader_time: 0.0114 (0.011206783176038824) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_205000.pth  --> TIME: 2025-02-21 10:02:36 -- STEP: 259/924 -- GLOBAL_STEP: 205050 | > loss_disc: 2.220184326171875 (2.2293739282026253) | > loss_disc_real_0: 0.08982306718826294 (0.13020644976998383) | > loss_disc_real_1: 0.15477007627487183 (0.18812092097339483) | > loss_disc_real_2: 0.21400412917137146 (0.20219509297816454) | > loss_disc_real_3: 0.19293411076068878 (0.2056300605010802) | > loss_disc_real_4: 0.24055355787277222 (0.20552776822942567) | > loss_disc_real_5: 0.1876997947692871 (0.20325795943672595) | > loss_0: 2.220184326171875 (2.2293739282026253) | > grad_norm_0: tensor(34.5244, device='cuda:0') (tensor(48.0693, device='cuda:0')) | > loss_gen: 2.7305471897125244 (2.8051267075262465) | > loss_kl: 2.082237720489502 (2.103280439340012) | > loss_feat: 9.268453598022461 (8.532868333764979) | > loss_mel: 15.652322769165039 (15.01464624662657) | > loss_duration: 1.5990111827850342 (1.5930151934789414) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.332571029663086 (30.048936954336277) | > grad_norm_1: tensor(972.4494, device='cuda:0') (tensor(772.4828, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.9637 (0.9274643590551546) | > loader_time: 0.0124 (0.011151903844708181)  --> TIME: 2025-02-21 10:03:23 -- STEP: 309/924 -- GLOBAL_STEP: 205100 | > loss_disc: 2.1340994834899902 (2.2316596739500474) | > loss_disc_real_0: 0.1568581461906433 (0.13063224044577207) | > loss_disc_real_1: 0.15904013812541962 (0.1886028196530049) | > loss_disc_real_2: 0.19113261997699738 (0.20225523802840598) | > loss_disc_real_3: 0.19271397590637207 (0.20536194958733117) | > loss_disc_real_4: 0.1588006168603897 (0.20537126353643467) | > loss_disc_real_5: 0.179366797208786 (0.20331740403445422) | > loss_0: 2.1340994834899902 (2.2316596739500474) | > grad_norm_0: tensor(60.7015, device='cuda:0') (tensor(47.6644, device='cuda:0')) | > loss_gen: 3.0203025341033936 (2.792050206545488) | > loss_kl: 2.0348129272460938 (2.0974946963362733) | > loss_feat: 9.749166488647461 (8.487880842585392) | > loss_mel: 15.72109603881836 (14.991189823953079) | > loss_duration: 1.5498874187469482 (1.592557713823411) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.07526397705078 (29.961173319893753) | > grad_norm_1: tensor(1046.2196, device='cuda:0') (tensor(757.6991, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.9403 (0.9271852430016477) | > loader_time: 0.0108 (0.011169512295028538)  --> TIME: 2025-02-21 10:04:11 -- STEP: 359/924 -- GLOBAL_STEP: 205150 | > loss_disc: 2.1210217475891113 (2.231188755513566) | > loss_disc_real_0: 0.09888073801994324 (0.1303423455809981) | > loss_disc_real_1: 0.19849300384521484 (0.18919422579176914) | > loss_disc_real_2: 0.1799299567937851 (0.20242207275293667) | > loss_disc_real_3: 0.18044599890708923 (0.2055303124000102) | > loss_disc_real_4: 0.17077480256557465 (0.20526668441826915) | > loss_disc_real_5: 0.22823141515254974 (0.2032760508296219) | > loss_0: 2.1210217475891113 (2.231188755513566) | > grad_norm_0: tensor(33.4357, device='cuda:0') (tensor(48.0631, device='cuda:0')) | > loss_gen: 2.9031691551208496 (2.788711270914103) | > loss_kl: 1.911446213722229 (2.097170900833643) | > loss_feat: 9.815401077270508 (8.467481607846226) | > loss_mel: 16.243789672851562 (14.972400779511602) | > loss_duration: 1.6263929605484009 (1.592897575545776) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.50020217895508 (29.918662174830533) | > grad_norm_1: tensor(1028.9087, device='cuda:0') (tensor(772.9244, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.8887 (0.9280276896229693) | > loader_time: 0.0107 (0.011242796783659784)  --> TIME: 2025-02-21 10:04:58 -- STEP: 409/924 -- GLOBAL_STEP: 205200 | > loss_disc: 2.325589418411255 (2.228961808174341) | > loss_disc_real_0: 0.17196951806545258 (0.13024032051267415) | > loss_disc_real_1: 0.1792130172252655 (0.18886764012368212) | > loss_disc_real_2: 0.2087024450302124 (0.20178661701294498) | > loss_disc_real_3: 0.19735464453697205 (0.20579613865441965) | > loss_disc_real_4: 0.21114365756511688 (0.20514362846435133) | > loss_disc_real_5: 0.26557356119155884 (0.20319354137027773) | > loss_0: 2.325589418411255 (2.228961808174341) | > grad_norm_0: tensor(70.1385, device='cuda:0') (tensor(48.7040, device='cuda:0')) | > loss_gen: 2.539860963821411 (2.792578856344617) | > loss_kl: 2.1060705184936523 (2.0992314357920807) | > loss_feat: 7.347723007202148 (8.484448509869194) | > loss_mel: 14.462684631347656 (14.997291464677359) | > loss_duration: 1.6102380752563477 (1.5931360514647803) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.066577911376953 (29.96668641666329) | > grad_norm_1: tensor(900.5684, device='cuda:0') (tensor(780.2278, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.9514 (0.9281504008472694) | > loader_time: 0.0113 (0.011333666104267745)  --> TIME: 2025-02-21 10:05:46 -- STEP: 459/924 -- GLOBAL_STEP: 205250 | > loss_disc: 2.1205434799194336 (2.229419373738741) | > loss_disc_real_0: 0.0840761736035347 (0.13199527375805856) | > loss_disc_real_1: 0.209130197763443 (0.18882746504282902) | > loss_disc_real_2: 0.20178352296352386 (0.20162936892514657) | > loss_disc_real_3: 0.18690349161624908 (0.20563234424539115) | > loss_disc_real_4: 0.18218901753425598 (0.2048878311007111) | > loss_disc_real_5: 0.20750245451927185 (0.20271210460101868) | > loss_0: 2.1205434799194336 (2.229419373738741) | > grad_norm_0: tensor(43.6805, device='cuda:0') (tensor(48.9339, device='cuda:0')) | > loss_gen: 2.7583582401275635 (2.7934020755078) | > loss_kl: 2.1254169940948486 (2.100340153656753) | > loss_feat: 9.440110206604004 (8.489690585333799) | > loss_mel: 15.601004600524902 (15.008160337643426) | > loss_duration: 1.6187543869018555 (1.5930856616928166) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.543643951416016 (29.98467889590461) | > grad_norm_1: tensor(903.7933, device='cuda:0') (tensor(777.6839, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.9406 (0.9290773681565827) | > loader_time: 0.0116 (0.011324178159626481)  --> TIME: 2025-02-21 10:06:33 -- STEP: 509/924 -- GLOBAL_STEP: 205300 | > loss_disc: 2.179995059967041 (2.228696816562436) | > loss_disc_real_0: 0.0646088644862175 (0.13145976272834295) | > loss_disc_real_1: 0.19825130701065063 (0.18878932455316744) | > loss_disc_real_2: 0.17174029350280762 (0.20164104335902952) | > loss_disc_real_3: 0.18125586211681366 (0.2055937123497717) | > loss_disc_real_4: 0.14719311892986298 (0.2049939885062178) | > loss_disc_real_5: 0.20027488470077515 (0.20248958067364695) | > loss_0: 2.179995059967041 (2.228696816562436) | > grad_norm_0: tensor(26.9554, device='cuda:0') (tensor(48.8837, device='cuda:0')) | > loss_gen: 2.741020679473877 (2.791079967569975) | > loss_kl: 2.0274271965026855 (2.1025945147268885) | > loss_feat: 8.67731761932373 (8.48956791216358) | > loss_mel: 16.079069137573242 (15.021041412953075) | > loss_duration: 1.5586645603179932 (1.5931625174164539) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.083498001098633 (29.997446393685635) | > grad_norm_1: tensor(735.7761, device='cuda:0') (tensor(779.9026, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.9143 (0.928990510685739) | > loader_time: 0.0107 (0.011324504503800967)  --> TIME: 2025-02-21 10:07:20 -- STEP: 559/924 -- GLOBAL_STEP: 205350 | > loss_disc: 2.3100011348724365 (2.228182412643979) | > loss_disc_real_0: 0.12162549048662186 (0.13154599768291209) | > loss_disc_real_1: 0.19154244661331177 (0.18886678304676507) | > loss_disc_real_2: 0.22452126443386078 (0.20176385612308662) | > loss_disc_real_3: 0.1725878268480301 (0.20553696424781956) | > loss_disc_real_4: 0.1961277425289154 (0.2048568806889232) | > loss_disc_real_5: 0.21176613867282867 (0.20241128582647333) | > loss_0: 2.3100011348724365 (2.228182412643979) | > grad_norm_0: tensor(61.0051, device='cuda:0') (tensor(48.8798, device='cuda:0')) | > loss_gen: 2.6562089920043945 (2.7901731130262166) | > loss_kl: 2.1928467750549316 (2.1032845924919945) | > loss_feat: 8.067187309265137 (8.480660873576873) | > loss_mel: 14.622578620910645 (15.006085745550442) | > loss_duration: 1.576651930809021 (1.593562069220705) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.115474700927734 (29.973766453150986) | > grad_norm_1: tensor(391.8823, device='cuda:0') (tensor(782.0163, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.948 (0.9284043209710573) | > loader_time: 0.0112 (0.011320273223631284)  --> TIME: 2025-02-21 10:08:07 -- STEP: 609/924 -- GLOBAL_STEP: 205400 | > loss_disc: 2.157960891723633 (2.227391988773063) | > loss_disc_real_0: 0.08346515893936157 (0.1315352895001961) | > loss_disc_real_1: 0.15639659762382507 (0.1888305265915218) | > loss_disc_real_2: 0.21652273833751678 (0.20147542719085423) | > loss_disc_real_3: 0.22586728632450104 (0.20552676262820294) | > loss_disc_real_4: 0.1976381242275238 (0.20487793957071349) | > loss_disc_real_5: 0.2200651913881302 (0.20233327037790932) | > loss_0: 2.157960891723633 (2.227391988773063) | > grad_norm_0: tensor(55.2675, device='cuda:0') (tensor(48.9645, device='cuda:0')) | > loss_gen: 2.831995725631714 (2.7901200657016125) | > loss_kl: 2.052621603012085 (2.1029607705490525) | > loss_feat: 9.115575790405273 (8.47866652321151) | > loss_mel: 15.686219215393066 (15.000909008220306) | > loss_duration: 1.6083431243896484 (1.5932278059582017) | > amp_scaler: 128.0 (128.21018062397374) | > loss_1: 31.294754028320312 (29.96588420711323) | > grad_norm_1: tensor(1076.1851, device='cuda:0') (tensor(778.5278, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.9386 (0.9282219108493849) | > loader_time: 0.0116 (0.011348413520650132)  --> TIME: 2025-02-21 10:08:54 -- STEP: 659/924 -- GLOBAL_STEP: 205450 | > loss_disc: 2.3059139251708984 (2.226644163609273) | > loss_disc_real_0: 0.09264346212148666 (0.13138170017435455) | > loss_disc_real_1: 0.23435842990875244 (0.18890552914649106) | > loss_disc_real_2: 0.21721749007701874 (0.20132189939344056) | > loss_disc_real_3: 0.20547105371952057 (0.20540477421377787) | > loss_disc_real_4: 0.19998908042907715 (0.2048619804686226) | > loss_disc_real_5: 0.20691058039665222 (0.20218807558369392) | > loss_0: 2.3059139251708984 (2.226644163609273) | > grad_norm_0: tensor(26.8412, device='cuda:0') (tensor(48.5489, device='cuda:0')) | > loss_gen: 2.782648801803589 (2.7894985617925596) | > loss_kl: 2.2422542572021484 (2.106531255161996) | > loss_feat: 7.900012016296387 (8.47892500742797) | > loss_mel: 14.539100646972656 (14.995280578393317) | > loss_duration: 1.633237361907959 (1.592832702787223) | > amp_scaler: 128.0 (128.1942336874051) | > loss_1: 29.097251892089844 (29.963068141560996) | > grad_norm_1: tensor(836.7285, device='cuda:0') (tensor(780.9044, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.9204 (0.9275590671574039) | > loader_time: 0.0113 (0.011316526641614161)  --> TIME: 2025-02-21 10:09:41 -- STEP: 709/924 -- GLOBAL_STEP: 205500 | > loss_disc: 2.253612518310547 (2.2276301975815174) | > loss_disc_real_0: 0.11462614685297012 (0.1313677962359741) | > loss_disc_real_1: 0.1809576451778412 (0.18910723964569418) | > loss_disc_real_2: 0.2028418779373169 (0.20145726506565453) | > loss_disc_real_3: 0.19039133191108704 (0.20551083151813287) | > loss_disc_real_4: 0.2020450085401535 (0.20483409820389845) | > loss_disc_real_5: 0.20861387252807617 (0.20235108322502032) | > loss_0: 2.253612518310547 (2.2276301975815174) | > grad_norm_0: tensor(51.5969, device='cuda:0') (tensor(48.8158, device='cuda:0')) | > loss_gen: 2.5988681316375732 (2.790168401720828) | > loss_kl: 2.3256516456604004 (2.1093361426475843) | > loss_feat: 7.766751289367676 (8.48061183679257) | > loss_mel: 12.534554481506348 (14.98644277709832) | > loss_duration: 1.5876824855804443 (1.5928710774743173) | > amp_scaler: 128.0 (128.18053596614953) | > loss_1: 26.813507080078125 (29.95943026683899) | > grad_norm_1: tensor(1002.8439, device='cuda:0') (tensor(781.9550, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.934 (0.9277464758357813) | > loader_time: 0.0109 (0.011297386018782649)  --> TIME: 2025-02-21 10:10:28 -- STEP: 759/924 -- GLOBAL_STEP: 205550 | > loss_disc: 2.2420618534088135 (2.2265126343929396) | > loss_disc_real_0: 0.14617286622524261 (0.13091884168142254) | > loss_disc_real_1: 0.1818225085735321 (0.18904579840158744) | > loss_disc_real_2: 0.21234704554080963 (0.20123155044001553) | > loss_disc_real_3: 0.21700458228588104 (0.20547288493283966) | > loss_disc_real_4: 0.1866060197353363 (0.20477173146601563) | > loss_disc_real_5: 0.2230655401945114 (0.20251074513820486) | > loss_0: 2.2420618534088135 (2.2265126343929396) | > grad_norm_0: tensor(54.2612, device='cuda:0') (tensor(48.9868, device='cuda:0')) | > loss_gen: 2.8003106117248535 (2.7926624028579026) | > loss_kl: 2.1143548488616943 (2.1082906223568503) | > loss_feat: 8.099632263183594 (8.488887864767499) | > loss_mel: 14.797060012817383 (14.9926941724634) | > loss_duration: 1.6229275465011597 (1.5929457258644157) | > amp_scaler: 128.0 (128.16864295125166) | > loss_1: 29.434284210205078 (29.975480824748203) | > grad_norm_1: tensor(974.4795, device='cuda:0') (tensor(784.1573, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.9279 (0.9278284306582726) | > loader_time: 0.0114 (0.011267373056122756)  --> TIME: 2025-02-21 10:11:15 -- STEP: 809/924 -- GLOBAL_STEP: 205600 | > loss_disc: 2.3313331604003906 (2.2284829828736195) | > loss_disc_real_0: 0.13604237139225006 (0.1319231464169525) | > loss_disc_real_1: 0.2212684601545334 (0.18921321328402438) | > loss_disc_real_2: 0.22062177956104279 (0.2011020625809067) | > loss_disc_real_3: 0.2155238687992096 (0.205507214527637) | > loss_disc_real_4: 0.18937698006629944 (0.2049477112897394) | > loss_disc_real_5: 0.2013469785451889 (0.202568220230204) | > loss_0: 2.3313331604003906 (2.2284829828736195) | > grad_norm_0: tensor(21.6029, device='cuda:0') (tensor(49.0954, device='cuda:0')) | > loss_gen: 2.645080804824829 (2.7913002567031895) | > loss_kl: 2.050874710083008 (2.1081805805340683) | > loss_feat: 7.566863059997559 (8.477662827382142) | > loss_mel: 13.419857025146484 (14.972831561037875) | > loss_duration: 1.6350321769714355 (1.5931462394292337) | > amp_scaler: 128.0 (128.15822002472186) | > loss_1: 27.317707061767578 (29.9431215222598) | > grad_norm_1: tensor(437.2599, device='cuda:0') (tensor(780.3633, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.9262 (0.9269530846839782) | > loader_time: 0.0115 (0.01125015640730322)  --> TIME: 2025-02-21 10:12:01 -- STEP: 859/924 -- GLOBAL_STEP: 205650 | > loss_disc: 2.1979713439941406 (2.2284667255992234) | > loss_disc_real_0: 0.0800531655550003 (0.13167671468954564) | > loss_disc_real_1: 0.17825983464717865 (0.18912534386231808) | > loss_disc_real_2: 0.2223428189754486 (0.2012289090643662) | > loss_disc_real_3: 0.2095857411623001 (0.20553433907254057) | > loss_disc_real_4: 0.19809257984161377 (0.2049601883979837) | > loss_disc_real_5: 0.1964874416589737 (0.20264609834576103) | > loss_0: 2.1979713439941406 (2.2284667255992234) | > grad_norm_0: tensor(37.9018, device='cuda:0') (tensor(48.3134, device='cuda:0')) | > loss_gen: 2.7747139930725098 (2.7889676046871035) | > loss_kl: 1.8480981588363647 (2.1072001018679605) | > loss_feat: 9.508797645568848 (8.477001187965127) | > loss_mel: 15.936835289001465 (14.988457982837115) | > loss_duration: 1.62788987159729 (1.5930910424109253) | > amp_scaler: 128.0 (128.14901047729913) | > loss_1: 31.696334838867188 (29.95471796695234) | > grad_norm_1: tensor(413.1251, device='cuda:0') (tensor(773.6993, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.9101 (0.9261214744225925) | > loader_time: 0.011 (0.01123031665060379)  --> TIME: 2025-02-21 10:12:48 -- STEP: 909/924 -- GLOBAL_STEP: 205700 | > loss_disc: 2.1582841873168945 (2.22745577323817) | > loss_disc_real_0: 0.051529206335544586 (0.13151290039844385) | > loss_disc_real_1: 0.16674815118312836 (0.189035141035275) | > loss_disc_real_2: 0.1763748824596405 (0.20112682778974308) | > loss_disc_real_3: 0.18576358258724213 (0.20538640422264998) | > loss_disc_real_4: 0.21830818057060242 (0.20514703132990822) | > loss_disc_real_5: 0.16973616182804108 (0.20252156844495814) | > loss_0: 2.1582841873168945 (2.22745577323817) | > grad_norm_0: tensor(38.6567, device='cuda:0') (tensor(48.4695, device='cuda:0')) | > loss_gen: 2.8153605461120605 (2.7914625129552806) | > loss_kl: 2.239175796508789 (2.1098837599371394) | > loss_feat: 9.550594329833984 (8.490609163760626) | > loss_mel: 15.957913398742676 (15.00561218240736) | > loss_duration: 1.600158929824829 (1.5928474968940645) | > amp_scaler: 128.0 (128.1408140814081) | > loss_1: 32.163204193115234 (29.990415155559745) | > grad_norm_1: tensor(1049.8402, device='cuda:0') (tensor(776.5216, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.9312 (0.9254891793720006) | > loader_time: 0.0108 (0.011217703520268107)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4341139793395996 (2.4341139793395996) | > loss_disc_real_0: 0.17801356315612793 (0.17801356315612793) | > loss_disc_real_1: 0.19215182960033417 (0.19215182960033417) | > loss_disc_real_2: 0.20340971648693085 (0.20340971648693085) | > loss_disc_real_3: 0.22170390188694 (0.22170390188694) | > loss_disc_real_4: 0.21785201132297516 (0.21785201132297516) | > loss_disc_real_5: 0.2346850484609604 (0.2346850484609604) | > loss_0: 2.4341139793395996 (2.4341139793395996) | > loss_gen: 2.355551242828369 (2.355551242828369) | > loss_kl: 2.097813844680786 (2.097813844680786) | > loss_feat: 6.302865028381348 (6.302865028381348) | > loss_mel: 11.093381881713867 (11.093381881713867) | > loss_duration: 1.6608290672302246 (1.6608290672302246) | > loss_1: 23.510440826416016 (23.510440826416016)  --> STEP: 1 | > loss_disc: 2.4100499153137207 (2.4100499153137207) | > loss_disc_real_0: 0.18087388575077057 (0.18087388575077057) | > loss_disc_real_1: 0.1790454089641571 (0.1790454089641571) | > loss_disc_real_2: 0.18908019363880157 (0.18908019363880157) | > loss_disc_real_3: 0.21294885873794556 (0.21294885873794556) | > loss_disc_real_4: 0.2299850434064865 (0.2299850434064865) | > loss_disc_real_5: 0.24533751606941223 (0.24533751606941223) | > loss_0: 2.4100499153137207 (2.4100499153137207) | > loss_gen: 2.4786806106567383 (2.4786806106567383) | > loss_kl: 2.1891558170318604 (2.1891558170318604) | > loss_feat: 7.7366743087768555 (7.7366743087768555) | > loss_mel: 13.55684757232666 (13.55684757232666) | > loss_duration: 1.6903798580169678 (1.6903798580169678) | > loss_1: 27.651737213134766 (27.651737213134766)  --> STEP: 2 | > loss_disc: 2.389871835708618 (2.3999608755111694) | > loss_disc_real_0: 0.17607104778289795 (0.17847246676683426) | > loss_disc_real_1: 0.18930648267269135 (0.18417594581842422) | > loss_disc_real_2: 0.17973020672798157 (0.18440520018339157) | > loss_disc_real_3: 0.2216470092535019 (0.21729793399572372) | > loss_disc_real_4: 0.21313230693340302 (0.22155867516994476) | > loss_disc_real_5: 0.2482548952102661 (0.24679620563983917) | > loss_0: 2.389871835708618 (2.3999608755111694) | > loss_gen: 2.4911704063415527 (2.4849255084991455) | > loss_kl: 2.0099077224731445 (2.0995317697525024) | > loss_feat: 7.513996124267578 (7.625335216522217) | > loss_mel: 13.889683723449707 (13.723265647888184) | > loss_duration: 1.5857124328613281 (1.638046145439148) | > loss_1: 27.49047088623047 (27.571104049682617)  --> STEP: 3 | > loss_disc: 2.2595670223236084 (2.353162924448649) | > loss_disc_real_0: 0.13924749195575714 (0.16539747516314188) | > loss_disc_real_1: 0.17550626397132874 (0.1812860518693924) | > loss_disc_real_2: 0.183829665184021 (0.18421335518360138) | > loss_disc_real_3: 0.1906019002199173 (0.20839925607045492) | > loss_disc_real_4: 0.221720352768898 (0.22161256770292917) | > loss_disc_real_5: 0.22436419129371643 (0.23931886752446493) | > loss_0: 2.2595670223236084 (2.353162924448649) | > loss_gen: 2.6251888275146484 (2.53167994817098) | > loss_kl: 2.076948881149292 (2.092004140218099) | > loss_feat: 8.563904762268066 (7.938191731770833) | > loss_mel: 15.711752891540527 (14.386094729105631) | > loss_duration: 1.6666779518127441 (1.6475900808970134) | > loss_1: 30.644474029541016 (28.595560709635418)  --> STEP: 4 | > loss_disc: 2.330705404281616 (2.347548544406891) | > loss_disc_real_0: 0.1578158438205719 (0.1635020673274994) | > loss_disc_real_1: 0.19303640723228455 (0.18422364071011543) | > loss_disc_real_2: 0.1785902976989746 (0.1828075908124447) | > loss_disc_real_3: 0.21959760785102844 (0.2111988440155983) | > loss_disc_real_4: 0.2185569405555725 (0.22084866091609) | > loss_disc_real_5: 0.23514626920223236 (0.23827571794390678) | > loss_0: 2.330705404281616 (2.347548544406891) | > loss_gen: 2.49717116355896 (2.523052752017975) | > loss_kl: 1.9254472255706787 (2.050364911556244) | > loss_feat: 7.8281073570251465 (7.910670638084412) | > loss_mel: 14.130656242370605 (14.322235107421875) | > loss_duration: 1.7760919332504272 (1.6797155439853668) | > loss_1: 28.157474517822266 (28.48603916168213)  --> STEP: 5 | > loss_disc: 2.0967860221862793 (2.2973960399627686) | > loss_disc_real_0: 0.06720122694969177 (0.14424189925193787) | > loss_disc_real_1: 0.205972820520401 (0.18857347667217256) | > loss_disc_real_2: 0.14588584005832672 (0.1754232406616211) | > loss_disc_real_3: 0.2530986964702606 (0.21957881450653077) | > loss_disc_real_4: 0.21436305344104767 (0.21955153942108155) | > loss_disc_real_5: 0.22404006123542786 (0.235428586602211) | > loss_0: 2.0967860221862793 (2.2973960399627686) | > loss_gen: 2.7476983070373535 (2.5679818630218505) | > loss_kl: 2.1711785793304443 (2.074527645111084) | > loss_feat: 10.963059425354004 (8.52114839553833) | > loss_mel: 16.589519500732422 (14.775691986083984) | > loss_duration: 1.5345125198364258 (1.6506749391555786) | > loss_1: 34.0059700012207 (29.590025329589842) --> EVAL PERFORMANCE | > avg_loader_time: 0.155905818939209 (+0.003873205184936529) | > avg_loss_disc: 2.2973960399627686 (-0.16571097373962385) | > avg_loss_disc_real_0: 0.14424189925193787 (-0.06884106099605561) | > avg_loss_disc_real_1: 0.18857347667217256 (-0.027430707216262812) | > avg_loss_disc_real_2: 0.1754232406616211 (-0.08794777989387512) | > avg_loss_disc_real_3: 0.21957881450653077 (-0.024959677457809443) | > avg_loss_disc_real_4: 0.21955153942108155 (-0.011514624953269964) | > avg_loss_disc_real_5: 0.235428586602211 (+0.002757352590560924) | > avg_loss_0: 2.2973960399627686 (-0.16571097373962385) | > avg_loss_gen: 2.5679818630218505 (-0.06808729171752947) | > avg_loss_kl: 2.074527645111084 (+0.17266509532928453) | > avg_loss_feat: 8.52114839553833 (+1.5289883613586417) | > avg_loss_mel: 14.775691986083984 (+2.530574989318847) | > avg_loss_duration: 1.6506749391555786 (+0.00462253093719478) | > avg_loss_1: 29.590025329589842 (+4.168764114379883)  > EPOCH: 173/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 10:13:10)   --> TIME: 2025-02-21 10:13:45 -- STEP: 35/924 -- GLOBAL_STEP: 205750 | > loss_disc: 2.376952648162842 (2.2278192860739567) | > loss_disc_real_0: 0.19079971313476562 (0.12660338165504592) | > loss_disc_real_1: 0.21898259222507477 (0.19087220345224654) | > loss_disc_real_2: 0.20297247171401978 (0.2008597535746438) | > loss_disc_real_3: 0.19776733219623566 (0.2043734576020922) | > loss_disc_real_4: 0.19300459325313568 (0.2075613030365535) | > loss_disc_real_5: 0.22107674181461334 (0.2029168882540294) | > loss_0: 2.376952648162842 (2.2278192860739567) | > grad_norm_0: tensor(64.4263, device='cuda:0') (tensor(42.8583, device='cuda:0')) | > loss_gen: 2.619227170944214 (2.7166437762124196) | > loss_kl: 1.9416834115982056 (2.131468384606498) | > loss_feat: 7.046026706695557 (8.271240098135813) | > loss_mel: 13.069311141967773 (14.756660733904157) | > loss_duration: 1.6352522373199463 (1.5916750022343227) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.311500549316406 (29.46768798828125) | > grad_norm_1: tensor(629.9732, device='cuda:0') (tensor(704.7808, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.9141 (0.9267132077898298) | > loader_time: 0.0103 (0.011093997955322265)  --> TIME: 2025-02-21 10:14:33 -- STEP: 85/924 -- GLOBAL_STEP: 205800 | > loss_disc: 2.2980523109436035 (2.2227300307329965) | > loss_disc_real_0: 0.09676741063594818 (0.1265016690334853) | > loss_disc_real_1: 0.20995007455348969 (0.19077828473904554) | > loss_disc_real_2: 0.2470095306634903 (0.20085406303405756) | > loss_disc_real_3: 0.2161831557750702 (0.20400011329089893) | > loss_disc_real_4: 0.19854526221752167 (0.20491554754621844) | > loss_disc_real_5: 0.1714409440755844 (0.20205455369809094) | > loss_0: 2.2980523109436035 (2.2227300307329965) | > grad_norm_0: tensor(40.0240, device='cuda:0') (tensor(44.1416, device='cuda:0')) | > loss_gen: 2.752173662185669 (2.7559583018807805) | > loss_kl: 2.0827174186706543 (2.104259245535906) | > loss_feat: 7.797197341918945 (8.362732915317311) | > loss_mel: 13.813899040222168 (14.794922166712144) | > loss_duration: 1.5940780639648438 (1.5918667274362897) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.04006576538086 (29.609739258710075) | > grad_norm_1: tensor(1035.2039, device='cuda:0') (tensor(694.4733, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.9313 (0.9330489467172062) | > loader_time: 0.0111 (0.011077148774090934)  --> TIME: 2025-02-21 10:15:20 -- STEP: 135/924 -- GLOBAL_STEP: 205850 | > loss_disc: 2.3425471782684326 (2.229150867462159) | > loss_disc_real_0: 0.20292101800441742 (0.13109937301940383) | > loss_disc_real_1: 0.21645458042621613 (0.19012625261589333) | > loss_disc_real_2: 0.2045954316854477 (0.20144213504261438) | > loss_disc_real_3: 0.22004523873329163 (0.20367314053906335) | > loss_disc_real_4: 0.21155425906181335 (0.2056591699520747) | > loss_disc_real_5: 0.2611367106437683 (0.20270740113876484) | > loss_0: 2.3425471782684326 (2.229150867462159) | > grad_norm_0: tensor(72.2345, device='cuda:0') (tensor(47.1125, device='cuda:0')) | > loss_gen: 2.8099606037139893 (2.7713608423868816) | > loss_kl: 2.0573618412017822 (2.0913203760429666) | > loss_feat: 7.974221229553223 (8.37833735148112) | > loss_mel: 14.242734909057617 (14.847887265240704) | > loss_duration: 1.5953856706619263 (1.5914576821857027) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.67966651916504 (29.680363407841437) | > grad_norm_1: tensor(703.5410, device='cuda:0') (tensor(721.2693, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.9562 (0.9287035800792552) | > loader_time: 0.0114 (0.011133109198676215)  --> TIME: 2025-02-21 10:16:07 -- STEP: 185/924 -- GLOBAL_STEP: 205900 | > loss_disc: 2.1727311611175537 (2.2282659904376882) | > loss_disc_real_0: 0.05338873714208603 (0.13016674317218144) | > loss_disc_real_1: 0.20414689183235168 (0.18962147292253134) | > loss_disc_real_2: 0.17886044085025787 (0.20093188221390182) | > loss_disc_real_3: 0.23734016716480255 (0.2043519969727542) | > loss_disc_real_4: 0.2396124303340912 (0.20577697906945203) | > loss_disc_real_5: 0.18107998371124268 (0.20379744373463296) | > loss_0: 2.1727311611175537 (2.2282659904376882) | > grad_norm_0: tensor(49.3525, device='cuda:0') (tensor(46.5690, device='cuda:0')) | > loss_gen: 2.8920071125030518 (2.770978785849907) | > loss_kl: 2.167127847671509 (2.093613838505101) | > loss_feat: 8.938725471496582 (8.415274197346452) | > loss_mel: 14.97097110748291 (14.859452541454418) | > loss_duration: 1.5995476245880127 (1.5900461828386456) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.56838035583496 (29.729365508620802) | > grad_norm_1: tensor(1043.2540, device='cuda:0') (tensor(734.4966, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.9187 (0.9288451156100711) | > loader_time: 0.0111 (0.011098185101070919)  --> TIME: 2025-02-21 10:16:54 -- STEP: 235/924 -- GLOBAL_STEP: 205950 | > loss_disc: 2.2484192848205566 (2.2310326606669326) | > loss_disc_real_0: 0.1840384155511856 (0.13110863477625742) | > loss_disc_real_1: 0.201032817363739 (0.18903792735109937) | > loss_disc_real_2: 0.20704330503940582 (0.2009170225326051) | > loss_disc_real_3: 0.21471604704856873 (0.2050856073486044) | > loss_disc_real_4: 0.20157629251480103 (0.20624674038684115) | > loss_disc_real_5: 0.24418696761131287 (0.2044438549812804) | > loss_0: 2.2484192848205566 (2.2310326606669326) | > grad_norm_0: tensor(61.4161, device='cuda:0') (tensor(47.0917, device='cuda:0')) | > loss_gen: 2.8611390590667725 (2.765880204261618) | > loss_kl: 2.040527582168579 (2.1016183122675463) | > loss_feat: 8.025042533874512 (8.390453009909773) | > loss_mel: 13.445548057556152 (14.840980785451038) | > loss_duration: 1.613185167312622 (1.591595910457854) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.985443115234375 (29.690528195969602) | > grad_norm_1: tensor(1009.7641, device='cuda:0') (tensor(743.8561, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.9225 (0.928829316889986) | > loader_time: 0.0105 (0.011097497128425761)  --> TIME: 2025-02-21 10:17:41 -- STEP: 285/924 -- GLOBAL_STEP: 206000 | > loss_disc: 2.25537109375 (2.226667198381926) | > loss_disc_real_0: 0.15844058990478516 (0.13013295635842437) | > loss_disc_real_1: 0.20000579953193665 (0.18875493956239603) | > loss_disc_real_2: 0.18403920531272888 (0.20064293302987757) | > loss_disc_real_3: 0.21581406891345978 (0.20465544373319858) | > loss_disc_real_4: 0.20003749430179596 (0.2052005941407723) | > loss_disc_real_5: 0.22243107855319977 (0.20466811468726712) | > loss_0: 2.25537109375 (2.226667198381926) | > grad_norm_0: tensor(54.4814, device='cuda:0') (tensor(47.0601, device='cuda:0')) | > loss_gen: 2.6875710487365723 (2.765812898100469) | > loss_kl: 1.9822568893432617 (2.097280150547362) | > loss_feat: 7.602056980133057 (8.395494835836848) | > loss_mel: 13.505986213684082 (14.821314493815104) | > loss_duration: 1.6003820896148682 (1.5926652841400677) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.378253936767578 (29.672567675406473) | > grad_norm_1: tensor(631.4222, device='cuda:0') (tensor(756.4598, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.9731 (0.928136428197225) | > loader_time: 0.0145 (0.011081926446211966) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_206000.pth  --> TIME: 2025-02-21 10:18:31 -- STEP: 335/924 -- GLOBAL_STEP: 206050 | > loss_disc: 2.086697578430176 (2.2266567742646637) | > loss_disc_real_0: 0.11214273422956467 (0.13080712510133857) | > loss_disc_real_1: 0.18449760973453522 (0.18855092988085398) | > loss_disc_real_2: 0.1982695758342743 (0.2006837057088739) | > loss_disc_real_3: 0.1901785135269165 (0.20488956290394514) | > loss_disc_real_4: 0.1851932406425476 (0.20530202677890444) | > loss_disc_real_5: 0.17929206788539886 (0.2047856328647529) | > loss_0: 2.086697578430176 (2.2266567742646637) | > grad_norm_0: tensor(62.5999, device='cuda:0') (tensor(48.3766, device='cuda:0')) | > loss_gen: 2.9446516036987305 (2.7733219225015238) | > loss_kl: 2.139765501022339 (2.0972801788529356) | > loss_feat: 9.284582138061523 (8.416180801391608) | > loss_mel: 15.466432571411133 (14.867528169546555) | > loss_duration: 1.5649620294570923 (1.5924962794602806) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.4003963470459 (29.746807371680415) | > grad_norm_1: tensor(921.6744, device='cuda:0') (tensor(774.9955, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.9577 (0.9299573272021848) | > loader_time: 0.0107 (0.01108046574379081)  --> TIME: 2025-02-21 10:19:19 -- STEP: 385/924 -- GLOBAL_STEP: 206100 | > loss_disc: 2.3191003799438477 (2.227906259313806) | > loss_disc_real_0: 0.1239314004778862 (0.13089359248806903) | > loss_disc_real_1: 0.20791858434677124 (0.18877076820119643) | > loss_disc_real_2: 0.20122744143009186 (0.200786806855883) | > loss_disc_real_3: 0.19596736133098602 (0.20483079192700324) | > loss_disc_real_4: 0.20256201922893524 (0.20527617873309503) | > loss_disc_real_5: 0.22459159791469574 (0.20495535630684403) | > loss_0: 2.3191003799438477 (2.227906259313806) | > grad_norm_0: tensor(23.0010, device='cuda:0') (tensor(47.9088, device='cuda:0')) | > loss_gen: 2.62203311920166 (2.7719337785398834) | > loss_kl: 2.045895576477051 (2.0990236579597763) | > loss_feat: 7.644433975219727 (8.407896569487344) | > loss_mel: 13.45861530303955 (14.855174349499988) | > loss_duration: 1.5721940994262695 (1.592830008345765) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.343170166015625 (29.726858352066635) | > grad_norm_1: tensor(705.3924, device='cuda:0') (tensor(766.4993, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.9364 (0.9299824330713842) | > loader_time: 0.0108 (0.011080221077064406)  --> TIME: 2025-02-21 10:20:06 -- STEP: 435/924 -- GLOBAL_STEP: 206150 | > loss_disc: 2.174722194671631 (2.2264588482078462) | > loss_disc_real_0: 0.12767036259174347 (0.13044947045801703) | > loss_disc_real_1: 0.21051129698753357 (0.18913564116790382) | > loss_disc_real_2: 0.18491533398628235 (0.20087801365331678) | > loss_disc_real_3: 0.1787567287683487 (0.20462079452372145) | > loss_disc_real_4: 0.17600223422050476 (0.2051626517512333) | > loss_disc_real_5: 0.1801314651966095 (0.20485971347353932) | > loss_0: 2.174722194671631 (2.2264588482078462) | > grad_norm_0: tensor(33.3365, device='cuda:0') (tensor(48.3355, device='cuda:0')) | > loss_gen: 2.6826276779174805 (2.7764893931904084) | > loss_kl: 2.103343963623047 (2.0997563833477835) | > loss_feat: 7.968813896179199 (8.433750368534849) | > loss_mel: 14.328333854675293 (14.886071352026928) | > loss_duration: 1.526432752609253 (1.5932148541527233) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.60955047607422 (29.789282349334368) | > grad_norm_1: tensor(387.8240, device='cuda:0') (tensor(778.2453, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.9454 (0.9302682717641194) | > loader_time: 0.014 (0.011105222811644097)  --> TIME: 2025-02-21 10:20:53 -- STEP: 485/924 -- GLOBAL_STEP: 206200 | > loss_disc: 2.3461215496063232 (2.2257902936837106) | > loss_disc_real_0: 0.20630742609500885 (0.12999784112283866) | > loss_disc_real_1: 0.2068800926208496 (0.1891422985140811) | > loss_disc_real_2: 0.21827226877212524 (0.20069170434450373) | > loss_disc_real_3: 0.23258636891841888 (0.20506200243517295) | > loss_disc_real_4: 0.2083289474248886 (0.20554853302916307) | > loss_disc_real_5: 0.2567591071128845 (0.20442099924554535) | > loss_0: 2.3461215496063232 (2.2257902936837106) | > grad_norm_0: tensor(75.9056, device='cuda:0') (tensor(48.7122, device='cuda:0')) | > loss_gen: 2.7976489067077637 (2.7803713842765596) | > loss_kl: 2.116755962371826 (2.099128971886386) | > loss_feat: 7.443348407745361 (8.445537464889076) | > loss_mel: 14.581528663635254 (14.908133384861896) | > loss_duration: 1.620360255241394 (1.5927904490343074) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.559640884399414 (29.825961634055854) | > grad_norm_1: tensor(720.4353, device='cuda:0') (tensor(789.8333, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.9419 (0.9297717418867288) | > loader_time: 0.0113 (0.011157876437472307)  --> TIME: 2025-02-21 10:21:40 -- STEP: 535/924 -- GLOBAL_STEP: 206250 | > loss_disc: 2.1149544715881348 (2.224298486531338) | > loss_disc_real_0: 0.16063033044338226 (0.12968432940890864) | > loss_disc_real_1: 0.16883377730846405 (0.18918026660647352) | > loss_disc_real_2: 0.16998165845870972 (0.20070423968484477) | > loss_disc_real_3: 0.2357763797044754 (0.20515120561434844) | > loss_disc_real_4: 0.18814995884895325 (0.20566262881332475) | > loss_disc_real_5: 0.18131394684314728 (0.2036715780463175) | > loss_0: 2.1149544715881348 (2.224298486531338) | > grad_norm_0: tensor(61.6122, device='cuda:0') (tensor(48.9311, device='cuda:0')) | > loss_gen: 2.978567361831665 (2.7838474946601393) | > loss_kl: 2.0098836421966553 (2.0980745783476045) | > loss_feat: 9.242623329162598 (8.455859444520204) | > loss_mel: 15.647419929504395 (14.929049871569482) | > loss_duration: 1.6033174991607666 (1.593198517772639) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.4818115234375 (29.860029887261792) | > grad_norm_1: tensor(914.3866, device='cuda:0') (tensor(789.3174, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.9393 (0.9293731863253585) | > loader_time: 0.0127 (0.01114672767781765)  --> TIME: 2025-02-21 10:22:28 -- STEP: 585/924 -- GLOBAL_STEP: 206300 | > loss_disc: 2.1936676502227783 (2.2246160356407483) | > loss_disc_real_0: 0.09382981061935425 (0.12976750553163716) | > loss_disc_real_1: 0.18332208693027496 (0.1892198129342152) | > loss_disc_real_2: 0.17342248558998108 (0.20088328688572618) | > loss_disc_real_3: 0.2122393101453781 (0.20494328711786838) | > loss_disc_real_4: 0.23139286041259766 (0.20564959204604488) | > loss_disc_real_5: 0.19431914389133453 (0.2035718134835236) | > loss_0: 2.1936676502227783 (2.2246160356407483) | > grad_norm_0: tensor(33.8662, device='cuda:0') (tensor(49.1946, device='cuda:0')) | > loss_gen: 2.889094829559326 (2.7855488178057572) | > loss_kl: 2.2399046421051025 (2.09828059326889) | > loss_feat: 8.739436149597168 (8.457684769589697) | > loss_mel: 14.731427192687988 (14.922498683440379) | > loss_duration: 1.626845121383667 (1.5931729620338502) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.226707458496094 (29.857185813708185) | > grad_norm_1: tensor(1064.7441, device='cuda:0') (tensor(789.6685, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.964 (0.9296351106757792) | > loader_time: 0.0114 (0.011167946432390776)  --> TIME: 2025-02-21 10:23:15 -- STEP: 635/924 -- GLOBAL_STEP: 206350 | > loss_disc: 2.1887524127960205 (2.2255426887452114) | > loss_disc_real_0: 0.1194024309515953 (0.12984762803658742) | > loss_disc_real_1: 0.18469654023647308 (0.18906177960512205) | > loss_disc_real_2: 0.21370385587215424 (0.2009675183164793) | > loss_disc_real_3: 0.20118150115013123 (0.20500242951817396) | > loss_disc_real_4: 0.185172438621521 (0.2053058611361061) | > loss_disc_real_5: 0.2158202826976776 (0.20412863427259792) | > loss_0: 2.1887524127960205 (2.2255426887452114) | > grad_norm_0: tensor(26.6186, device='cuda:0') (tensor(48.8022, device='cuda:0')) | > loss_gen: 2.827479124069214 (2.784027110873247) | > loss_kl: 2.0695226192474365 (2.0994422918229585) | > loss_feat: 8.91317081451416 (8.462941487379918) | > loss_mel: 15.73516845703125 (14.922736607949565) | > loss_duration: 1.584862470626831 (1.5927894276896801) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.13020133972168 (29.861936902624414) | > grad_norm_1: tensor(665.7454, device='cuda:0') (tensor(774.6428, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.9344 (0.9296884446632205) | > loader_time: 0.0107 (0.01115205194067767)  --> TIME: 2025-02-21 10:24:02 -- STEP: 685/924 -- GLOBAL_STEP: 206400 | > loss_disc: 2.2648773193359375 (2.2254051984661656) | > loss_disc_real_0: 0.18702057003974915 (0.13007881608213828) | > loss_disc_real_1: 0.17347487807273865 (0.1889300605894005) | > loss_disc_real_2: 0.24395620822906494 (0.20100093090186164) | > loss_disc_real_3: 0.21288186311721802 (0.20489200227452017) | > loss_disc_real_4: 0.1870894730091095 (0.20532609304807486) | > loss_disc_real_5: 0.1789589673280716 (0.203851379856576) | > loss_0: 2.2648773193359375 (2.2254051984661656) | > grad_norm_0: tensor(72.0507, device='cuda:0') (tensor(48.7905, device='cuda:0')) | > loss_gen: 2.970665454864502 (2.786508829228199) | > loss_kl: 2.04691743850708 (2.1006223081672264) | > loss_feat: 8.755708694458008 (8.472830223863154) | > loss_mel: 15.193035125732422 (14.933251102475355) | > loss_duration: 1.6094223260879517 (1.5926569834242772) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.575748443603516 (29.88586944245944) | > grad_norm_1: tensor(927.3742, device='cuda:0') (tensor(774.1689, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.9435 (0.9301253388397885) | > loader_time: 0.0113 (0.011158788639263511)  --> TIME: 2025-02-21 10:24:50 -- STEP: 735/924 -- GLOBAL_STEP: 206450 | > loss_disc: 2.0000014305114746 (2.224751665803037) | > loss_disc_real_0: 0.14061413705348969 (0.13015301715658636) | > loss_disc_real_1: 0.1590946912765503 (0.18855828869910468) | > loss_disc_real_2: 0.183790922164917 (0.20078404582276643) | > loss_disc_real_3: 0.24487504363059998 (0.2049909236885252) | > loss_disc_real_4: 0.1883862465620041 (0.20528752159099192) | > loss_disc_real_5: 0.1919340342283249 (0.20400789311143006) | > loss_0: 2.0000014305114746 (2.224751665803037) | > grad_norm_0: tensor(61.8984, device='cuda:0') (tensor(48.6698, device='cuda:0')) | > loss_gen: 3.148729085922241 (2.787432830836496) | > loss_kl: 2.140584707260132 (2.1009333826246683) | > loss_feat: 10.0452241897583 (8.479501248703523) | > loss_mel: 17.189563751220703 (14.945924221739476) | > loss_duration: 1.5714149475097656 (1.5926144150649608) | > amp_scaler: 128.0 (128.0) | > loss_1: 34.095516204833984 (29.906406073018807) | > grad_norm_1: tensor(1022.4485, device='cuda:0') (tensor(776.5258, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.9499 (0.9305170428996183) | > loader_time: 0.0114 (0.01115400126191223)  --> TIME: 2025-02-21 10:25:37 -- STEP: 785/924 -- GLOBAL_STEP: 206500 | > loss_disc: 2.1741902828216553 (2.2270385061859295) | > loss_disc_real_0: 0.12106285989284515 (0.13050420377759425) | > loss_disc_real_1: 0.1728941649198532 (0.18868115244397693) | > loss_disc_real_2: 0.1838613897562027 (0.20088742122908315) | > loss_disc_real_3: 0.20557652413845062 (0.20515878777595078) | > loss_disc_real_4: 0.19436697661876678 (0.20529126149074292) | > loss_disc_real_5: 0.1897580325603485 (0.20414329970338543) | > loss_0: 2.1741902828216553 (2.2270385061859295) | > grad_norm_0: tensor(57.7035, device='cuda:0') (tensor(48.7467, device='cuda:0')) | > loss_gen: 2.8023838996887207 (2.784284416429555) | > loss_kl: 2.122328519821167 (2.101329069228686) | > loss_feat: 8.714132308959961 (8.457963603317356) | > loss_mel: 15.49473762512207 (14.918508074086184) | > loss_duration: 1.5783610343933105 (1.5933009758117094) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.711944580078125 (29.85538611928369) | > grad_norm_1: tensor(885.4510, device='cuda:0') (tensor(775.3235, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.8579 (0.9302584897181031) | > loader_time: 0.0088 (0.011152255914773148)  --> TIME: 2025-02-21 10:26:24 -- STEP: 835/924 -- GLOBAL_STEP: 206550 | > loss_disc: 2.2429862022399902 (2.226051025333517) | > loss_disc_real_0: 0.2042478770017624 (0.1304232972155432) | > loss_disc_real_1: 0.21721646189689636 (0.18860448349021866) | > loss_disc_real_2: 0.21343879401683807 (0.20079143025917928) | > loss_disc_real_3: 0.20109358429908752 (0.20515090864218635) | > loss_disc_real_4: 0.20699097216129303 (0.20506748309035505) | > loss_disc_real_5: 0.1991412341594696 (0.20398842629915226) | > loss_0: 2.2429862022399902 (2.226051025333517) | > grad_norm_0: tensor(58.9164, device='cuda:0') (tensor(49.0248, device='cuda:0')) | > loss_gen: 2.9246280193328857 (2.78463649350012) | > loss_kl: 1.9572999477386475 (2.1001245869847818) | > loss_feat: 7.566915512084961 (8.456035116047202) | > loss_mel: 13.07630443572998 (14.905148009340206) | > loss_duration: 1.595473289489746 (1.5928820692850445) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.120620727539062 (29.838826246889766) | > grad_norm_1: tensor(890.2077, device='cuda:0') (tensor(781.3317, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.9392 (0.929832051043025) | > loader_time: 0.0113 (0.0111369709768695)  --> TIME: 2025-02-21 10:27:11 -- STEP: 885/924 -- GLOBAL_STEP: 206600 | > loss_disc: 2.1838297843933105 (2.2242201193577804) | > loss_disc_real_0: 0.0888882428407669 (0.12977538379488032) | > loss_disc_real_1: 0.190018430352211 (0.18863783865998693) | > loss_disc_real_2: 0.23098641633987427 (0.2008642772160008) | > loss_disc_real_3: 0.1913699060678482 (0.2049442196296433) | > loss_disc_real_4: 0.17211611568927765 (0.20511876573670385) | > loss_disc_real_5: 0.2137758582830429 (0.2038313025135105) | > loss_0: 2.1838297843933105 (2.2242201193577804) | > grad_norm_0: tensor(40.0891, device='cuda:0') (tensor(49.1368, device='cuda:0')) | > loss_gen: 2.7801480293273926 (2.7877121095603457) | > loss_kl: 2.036426067352295 (2.103081084240626) | > loss_feat: 8.224963188171387 (8.469428357700842) | > loss_mel: 14.77298641204834 (14.920325773853367) | > loss_duration: 1.6061402559280396 (1.5931550772176624) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.42066192626953 (29.873702364991615) | > grad_norm_1: tensor(924.5624, device='cuda:0') (tensor(787.1892, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.9497 (0.9298648290041477) | > loader_time: 0.0116 (0.011128895161515572)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3810176849365234 (2.3810176849365234) | > loss_disc_real_0: 0.13330617547035217 (0.13330617547035217) | > loss_disc_real_1: 0.2421507090330124 (0.2421507090330124) | > loss_disc_real_2: 0.22715237736701965 (0.22715237736701965) | > loss_disc_real_3: 0.22050929069519043 (0.22050929069519043) | > loss_disc_real_4: 0.21826888620853424 (0.21826888620853424) | > loss_disc_real_5: 0.2101055532693863 (0.2101055532693863) | > loss_0: 2.3810176849365234 (2.3810176849365234) | > loss_gen: 2.513532876968384 (2.513532876968384) | > loss_kl: 2.097033739089966 (2.097033739089966) | > loss_feat: 7.566922187805176 (7.566922187805176) | > loss_mel: 14.462477684020996 (14.462477684020996) | > loss_duration: 1.6789567470550537 (1.6789567470550537) | > loss_1: 28.318923950195312 (28.318923950195312)  --> STEP: 1 | > loss_disc: 2.241548776626587 (2.241548776626587) | > loss_disc_real_0: 0.15168368816375732 (0.15168368816375732) | > loss_disc_real_1: 0.22459912300109863 (0.22459912300109863) | > loss_disc_real_2: 0.22441090643405914 (0.22441090643405914) | > loss_disc_real_3: 0.1800857037305832 (0.1800857037305832) | > loss_disc_real_4: 0.17204153537750244 (0.17204153537750244) | > loss_disc_real_5: 0.16924405097961426 (0.16924405097961426) | > loss_0: 2.241548776626587 (2.241548776626587) | > loss_gen: 2.539976119995117 (2.539976119995117) | > loss_kl: 2.2240970134735107 (2.2240970134735107) | > loss_feat: 8.567920684814453 (8.567920684814453) | > loss_mel: 15.474661827087402 (15.474661827087402) | > loss_duration: 1.6881966590881348 (1.6881966590881348) | > loss_1: 30.49485206604004 (30.49485206604004)  --> STEP: 2 | > loss_disc: 2.3546371459960938 (2.2980929613113403) | > loss_disc_real_0: 0.14843906462192535 (0.15006137639284134) | > loss_disc_real_1: 0.22847577929496765 (0.22653745114803314) | > loss_disc_real_2: 0.2329464554786682 (0.22867868095636368) | > loss_disc_real_3: 0.19011276960372925 (0.18509923666715622) | > loss_disc_real_4: 0.1675272136926651 (0.16978437453508377) | > loss_disc_real_5: 0.16949614882469177 (0.16937009990215302) | > loss_0: 2.3546371459960938 (2.2980929613113403) | > loss_gen: 2.4398326873779297 (2.4899044036865234) | > loss_kl: 2.121706247329712 (2.1729016304016113) | > loss_feat: 8.210095405578613 (8.389008045196533) | > loss_mel: 14.499114990234375 (14.986888408660889) | > loss_duration: 1.5866703987121582 (1.6374335289001465) | > loss_1: 28.857419967651367 (29.676136016845703)  --> STEP: 3 | > loss_disc: 2.3237967491149902 (2.3066608905792236) | > loss_disc_real_0: 0.14396712183952332 (0.148029958208402) | > loss_disc_real_1: 0.22362016141414642 (0.22556502123673758) | > loss_disc_real_2: 0.22605730593204498 (0.2278048892815908) | > loss_disc_real_3: 0.21061576902866364 (0.19360474745432535) | > loss_disc_real_4: 0.2139364331960678 (0.18450172742207846) | > loss_disc_real_5: 0.19637541472911835 (0.17837187151114145) | > loss_0: 2.3237967491149902 (2.3066608905792236) | > loss_gen: 2.5017647743225098 (2.4938578605651855) | > loss_kl: 2.1423990726470947 (2.162734111150106) | > loss_feat: 7.341740608215332 (8.039918899536133) | > loss_mel: 13.650681495666504 (14.541486104329428) | > loss_duration: 1.6722865104675293 (1.6490511894226074) | > loss_1: 27.30887222290039 (28.887048085530598)  --> STEP: 4 | > loss_disc: 2.401271343231201 (2.330313503742218) | > loss_disc_real_0: 0.1646820604801178 (0.15219298377633095) | > loss_disc_real_1: 0.23962877690792084 (0.2290809601545334) | > loss_disc_real_2: 0.244557186961174 (0.2319929637014866) | > loss_disc_real_3: 0.19771988689899445 (0.19463353231549263) | > loss_disc_real_4: 0.1955345869064331 (0.18725994229316711) | > loss_disc_real_5: 0.18831591308116913 (0.18085788190364838) | > loss_0: 2.401271343231201 (2.330313503742218) | > loss_gen: 2.4103806018829346 (2.472988545894623) | > loss_kl: 2.0630688667297363 (2.1378178000450134) | > loss_feat: 7.1895670890808105 (7.827330946922302) | > loss_mel: 12.805218696594238 (14.10741925239563) | > loss_duration: 1.7527375221252441 (1.6749727725982666) | > loss_1: 26.220972061157227 (28.220529079437256)  --> STEP: 5 | > loss_disc: 2.0159878730773926 (2.267448377609253) | > loss_disc_real_0: 0.1268027424812317 (0.14711493551731109) | > loss_disc_real_1: 0.21440571546554565 (0.22614591121673583) | > loss_disc_real_2: 0.2257712334394455 (0.23074861764907836) | > loss_disc_real_3: 0.19935569167137146 (0.1955779641866684) | > loss_disc_real_4: 0.2159983068704605 (0.1930076152086258) | > loss_disc_real_5: 0.25640633702278137 (0.19596757292747496) | > loss_0: 2.0159878730773926 (2.267448377609253) | > loss_gen: 3.3299903869628906 (2.6443889141082764) | > loss_kl: 2.358774423599243 (2.1820091247558593) | > loss_feat: 10.251880645751953 (8.312240886688233) | > loss_mel: 17.165443420410156 (14.719024085998536) | > loss_duration: 1.5581202507019043 (1.6516022682189941) | > loss_1: 34.664207458496094 (29.509264755249024) --> EVAL PERFORMANCE | > avg_loader_time: 0.1538447380065918 (-0.0020610809326171986) | > avg_loss_disc: 2.267448377609253 (-0.029947662353515536) | > avg_loss_disc_real_0: 0.14711493551731109 (+0.002873036265373219) | > avg_loss_disc_real_1: 0.22614591121673583 (+0.03757243454456327) | > avg_loss_disc_real_2: 0.23074861764907836 (+0.055325376987457264) | > avg_loss_disc_real_3: 0.1955779641866684 (-0.024000850319862377) | > avg_loss_disc_real_4: 0.1930076152086258 (-0.026543924212455744) | > avg_loss_disc_real_5: 0.19596757292747496 (-0.039461013674736034) | > avg_loss_0: 2.267448377609253 (-0.029947662353515536) | > avg_loss_gen: 2.6443889141082764 (+0.07640705108642587) | > avg_loss_kl: 2.1820091247558593 (+0.10748147964477539) | > avg_loss_feat: 8.312240886688233 (-0.20890750885009624) | > avg_loss_mel: 14.719024085998536 (-0.056667900085448863) | > avg_loss_duration: 1.6516022682189941 (+0.0009273290634155273) | > avg_loss_1: 29.509264755249024 (-0.08076057434081818)  > EPOCH: 174/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 10:27:57)   --> TIME: 2025-02-21 10:28:09 -- STEP: 11/924 -- GLOBAL_STEP: 206650 | > loss_disc: 2.3141372203826904 (2.192019137469205) | > loss_disc_real_0: 0.22446894645690918 (0.13175493072379718) | > loss_disc_real_1: 0.20737437903881073 (0.1887438649480993) | > loss_disc_real_2: 0.19858162105083466 (0.19654552503065628) | > loss_disc_real_3: 0.2407536655664444 (0.20049991526386954) | > loss_disc_real_4: 0.23081421852111816 (0.19797610152851453) | > loss_disc_real_5: 0.23936110734939575 (0.19669659706679257) | > loss_0: 2.3141372203826904 (2.192019137469205) | > grad_norm_0: tensor(66.3917, device='cuda:0') (tensor(51.3718, device='cuda:0')) | > loss_gen: 2.96793794631958 (2.8487805019725454) | > loss_kl: 2.0402610301971436 (2.1589660211042925) | > loss_feat: 8.166226387023926 (8.654773105274547) | > loss_mel: 14.103487014770508 (14.997777852145108) | > loss_duration: 1.5953376293182373 (1.577428243376992) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.873249053955078 (30.23772569136186) | > grad_norm_1: tensor(962.5973, device='cuda:0') (tensor(876.0943, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.9422 (0.9276770461689342) | > loader_time: 0.0107 (0.010749318382956764)  --> TIME: 2025-02-21 10:28:56 -- STEP: 61/924 -- GLOBAL_STEP: 206700 | > loss_disc: 2.3284287452697754 (2.243371471029814) | > loss_disc_real_0: 0.17418280243873596 (0.13042536341264604) | > loss_disc_real_1: 0.1871747523546219 (0.1897680375908242) | > loss_disc_real_2: 0.20796899497509003 (0.20203505261022536) | > loss_disc_real_3: 0.20602594316005707 (0.20726083072482562) | > loss_disc_real_4: 0.21692809462547302 (0.20811479917315187) | > loss_disc_real_5: 0.2069626748561859 (0.20174177015414002) | > loss_0: 2.3284287452697754 (2.243371471029814) | > grad_norm_0: tensor(44.0884, device='cuda:0') (tensor(47.9250, device='cuda:0')) | > loss_gen: 2.654021978378296 (2.7502381879775246) | > loss_kl: 2.1306939125061035 (2.1471207180961223) | > loss_feat: 7.474194049835205 (8.355291585453225) | > loss_mel: 13.739578247070312 (14.971627251046602) | > loss_duration: 1.628021240234375 (1.5931403246082243) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.626510620117188 (29.81741805154769) | > grad_norm_1: tensor(833.7625, device='cuda:0') (tensor(786.6547, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.9192 (0.9251074361019447) | > loader_time: 0.0106 (0.010843140179993676)  --> TIME: 2025-02-21 10:29:43 -- STEP: 111/924 -- GLOBAL_STEP: 206750 | > loss_disc: 2.2309658527374268 (2.233677380793803) | > loss_disc_real_0: 0.10999972373247147 (0.13462608029042283) | > loss_disc_real_1: 0.2192179560661316 (0.18937476502882467) | > loss_disc_real_2: 0.19455364346504211 (0.2005458258025281) | > loss_disc_real_3: 0.17007851600646973 (0.20507363733407613) | > loss_disc_real_4: 0.17707137763500214 (0.20533344471776807) | > loss_disc_real_5: 0.19046016037464142 (0.2009564652904733) | > loss_0: 2.2309658527374268 (2.233677380793803) | > grad_norm_0: tensor(19.8732, device='cuda:0') (tensor(49.1039, device='cuda:0')) | > loss_gen: 2.696624279022217 (2.7723957182050825) | > loss_kl: 2.1763107776641846 (2.149658231047896) | > loss_feat: 8.145366668701172 (8.437486017072525) | > loss_mel: 15.212921142578125 (15.069379402710512) | > loss_duration: 1.6300336122512817 (1.593214100545591) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.861257553100586 (30.022133423401428) | > grad_norm_1: tensor(277.8510, device='cuda:0') (tensor(797.5754, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.9073 (0.9225319076228786) | > loader_time: 0.0139 (0.010952554307542401)  --> TIME: 2025-02-21 10:30:30 -- STEP: 161/924 -- GLOBAL_STEP: 206800 | > loss_disc: 2.4214072227478027 (2.2310784514646365) | > loss_disc_real_0: 0.17570127546787262 (0.13314282877937617) | > loss_disc_real_1: 0.20475877821445465 (0.18921725174284865) | > loss_disc_real_2: 0.21032413840293884 (0.20052438456079225) | > loss_disc_real_3: 0.2266606241464615 (0.2060603482752853) | > loss_disc_real_4: 0.20923829078674316 (0.20545729976263105) | > loss_disc_real_5: 0.21114574372768402 (0.20189458279876227) | > loss_0: 2.4214072227478027 (2.2310784514646365) | > grad_norm_0: tensor(34.5614, device='cuda:0') (tensor(48.8893, device='cuda:0')) | > loss_gen: 2.3847897052764893 (2.7804584917814834) | > loss_kl: 2.0094168186187744 (2.143494820002442) | > loss_feat: 7.079007625579834 (8.468661180934557) | > loss_mel: 12.130949974060059 (15.009450645920653) | > loss_duration: 1.6197096109390259 (1.5928550766121528) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.223875045776367 (29.994920102705866) | > grad_norm_1: tensor(724.4748, device='cuda:0') (tensor(794.6233, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.906 (0.9224863215262845) | > loader_time: 0.0096 (0.010914675197245908)  --> TIME: 2025-02-21 10:31:17 -- STEP: 211/924 -- GLOBAL_STEP: 206850 | > loss_disc: 2.1823980808258057 (2.2322854170867084) | > loss_disc_real_0: 0.16035249829292297 (0.13177927419260785) | > loss_disc_real_1: 0.2158542424440384 (0.18955593213650854) | > loss_disc_real_2: 0.20827651023864746 (0.20093766200881427) | > loss_disc_real_3: 0.20165088772773743 (0.20582783822482228) | > loss_disc_real_4: 0.18248549103736877 (0.20577288945139302) | > loss_disc_real_5: 0.22481249272823334 (0.20270459057313) | > loss_0: 2.1823980808258057 (2.2322854170867084) | > grad_norm_0: tensor(57.6126, device='cuda:0') (tensor(46.9012, device='cuda:0')) | > loss_gen: 2.9220845699310303 (2.7721127333799234) | > loss_kl: 2.26521635055542 (2.1355737430789463) | > loss_feat: 8.498050689697266 (8.445807402732814) | > loss_mel: 14.91603946685791 (14.964174080798976) | > loss_duration: 1.5527596473693848 (1.5919413193707217) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.154150009155273 (29.909609220604196) | > grad_norm_1: tensor(1170.7480, device='cuda:0') (tensor(781.4567, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.8708 (0.9224292633092799) | > loader_time: 0.0092 (0.010907851124261788)  --> TIME: 2025-02-21 10:32:03 -- STEP: 261/924 -- GLOBAL_STEP: 206900 | > loss_disc: 2.261794090270996 (2.235781148475707) | > loss_disc_real_0: 0.16552726924419403 (0.1351532855167472) | > loss_disc_real_1: 0.22452843189239502 (0.189158508604057) | > loss_disc_real_2: 0.2055109590291977 (0.20074406329014285) | > loss_disc_real_3: 0.2337314635515213 (0.20563908412310353) | > loss_disc_real_4: 0.17494656145572662 (0.20534963911520568) | > loss_disc_real_5: 0.20839472115039825 (0.2031410297100571) | > loss_0: 2.261794090270996 (2.235781148475707) | > grad_norm_0: tensor(64.9082, device='cuda:0') (tensor(47.9141, device='cuda:0')) | > loss_gen: 2.6289544105529785 (2.7718351663757548) | > loss_kl: 2.079720973968506 (2.1309038272762666) | > loss_feat: 7.727489948272705 (8.428398263865507) | > loss_mel: 15.000782012939453 (14.938002951757204) | > loss_duration: 1.5422160625457764 (1.592758344051025) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.979162216186523 (29.861898480704003) | > grad_norm_1: tensor(755.6680, device='cuda:0') (tensor(767.2281, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.9288 (0.9216783412114871) | > loader_time: 0.0107 (0.010894355189297844)  --> TIME: 2025-02-21 10:32:51 -- STEP: 311/924 -- GLOBAL_STEP: 206950 | > loss_disc: 2.149427890777588 (2.235372202572716) | > loss_disc_real_0: 0.12406974285840988 (0.13448759962556073) | > loss_disc_real_1: 0.159790500998497 (0.18940972802723324) | > loss_disc_real_2: 0.21274876594543457 (0.20107539759954846) | > loss_disc_real_3: 0.17234760522842407 (0.20483372789295543) | > loss_disc_real_4: 0.17994554340839386 (0.2052263848459605) | > loss_disc_real_5: 0.19602863490581512 (0.2037228066534091) | > loss_0: 2.149427890777588 (2.235372202572716) | > grad_norm_0: tensor(49.3421, device='cuda:0') (tensor(46.5587, device='cuda:0')) | > loss_gen: 2.8178176879882812 (2.7632865323131095) | > loss_kl: 2.162543296813965 (2.133457179238174) | > loss_feat: 8.97915267944336 (8.415738988919271) | > loss_mel: 15.528884887695312 (14.925333072134919) | > loss_duration: 1.6079742908477783 (1.5921809152008253) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.09637451171875 (29.829996605778046) | > grad_norm_1: tensor(1005.8931, device='cuda:0') (tensor(751.1235, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.9329 (0.9229165649107417) | > loader_time: 0.0113 (0.01094931881527425)  --> TIME: 2025-02-21 10:33:38 -- STEP: 361/924 -- GLOBAL_STEP: 207000 | > loss_disc: 2.1997833251953125 (2.2385382252716957) | > loss_disc_real_0: 0.1187523826956749 (0.1350545302714502) | > loss_disc_real_1: 0.2081107795238495 (0.189723265509526) | > loss_disc_real_2: 0.20452436804771423 (0.20147832943296837) | > loss_disc_real_3: 0.23132944107055664 (0.20527455516138896) | > loss_disc_real_4: 0.2324674129486084 (0.20504411539047374) | > loss_disc_real_5: 0.21745625138282776 (0.20417082842202064) | > loss_0: 2.1997833251953125 (2.2385382252716957) | > grad_norm_0: tensor(63.8414, device='cuda:0') (tensor(47.4044, device='cuda:0')) | > loss_gen: 2.8944859504699707 (2.766310882040006) | > loss_kl: 2.187624454498291 (2.1391832115247293) | > loss_feat: 8.676072120666504 (8.415361664632016) | > loss_mel: 15.316919326782227 (14.933512523894164) | > loss_duration: 1.5957140922546387 (1.5928271397989542) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.67081642150879 (29.847195358487706) | > grad_norm_1: tensor(738.5612, device='cuda:0') (tensor(751.2219, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.8937 (0.9234699648172903) | > loader_time: 0.0094 (0.010969190386193607) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_207000.pth  --> TIME: 2025-02-21 10:34:27 -- STEP: 411/924 -- GLOBAL_STEP: 207050 | > loss_disc: 2.1497104167938232 (2.237018982859421) | > loss_disc_real_0: 0.1706334799528122 (0.13416774928968608) | > loss_disc_real_1: 0.2396710067987442 (0.19012344369343004) | > loss_disc_real_2: 0.19019921123981476 (0.20124255737103983) | > loss_disc_real_3: 0.21355438232421875 (0.2050410887620745) | > loss_disc_real_4: 0.1829223483800888 (0.20512574722587043) | > loss_disc_real_5: 0.1820928007364273 (0.2041712267337924) | > loss_0: 2.1497104167938232 (2.237018982859421) | > grad_norm_0: tensor(68.1811, device='cuda:0') (tensor(46.8374, device='cuda:0')) | > loss_gen: 3.0395100116729736 (2.7615575569969595) | > loss_kl: 2.118713140487671 (2.131904486322053) | > loss_feat: 9.133448600769043 (8.405507798902596) | > loss_mel: 16.129980087280273 (14.918947964689158) | > loss_duration: 1.5854617357254028 (1.5932784092107248) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.00711441040039 (29.81119613461831) | > grad_norm_1: tensor(1175.7086, device='cuda:0') (tensor(754.9555, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.9443 (0.9237575971877199) | > loader_time: 0.0114 (0.011016896171291377)  --> TIME: 2025-02-21 10:35:14 -- STEP: 461/924 -- GLOBAL_STEP: 207100 | > loss_disc: 2.2095367908477783 (2.2366568232823845) | > loss_disc_real_0: 0.07095112651586533 (0.13382145016577385) | > loss_disc_real_1: 0.185262069106102 (0.18982427604415658) | > loss_disc_real_2: 0.21368063986301422 (0.20120041744698677) | > loss_disc_real_3: 0.22517713904380798 (0.20518411980404513) | > loss_disc_real_4: 0.2223767191171646 (0.20531270069569152) | > loss_disc_real_5: 0.15461035072803497 (0.20423986796701804) | > loss_0: 2.2095367908477783 (2.2366568232823845) | > grad_norm_0: tensor(32.7314, device='cuda:0') (tensor(47.2531, device='cuda:0')) | > loss_gen: 2.870633602142334 (2.763583476010733) | > loss_kl: 2.200615882873535 (2.1272123203877498) | > loss_feat: 9.322673797607422 (8.40195349964298) | > loss_mel: 15.138827323913574 (14.900007976109967) | > loss_duration: 1.5918090343475342 (1.5931172518306078) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.12455940246582 (29.785874435027612) | > grad_norm_1: tensor(887.7397, device='cuda:0') (tensor(760.6045, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.9273 (0.9241925904652561) | > loader_time: 0.011 (0.011057620451920977)  --> TIME: 2025-02-21 10:36:02 -- STEP: 511/924 -- GLOBAL_STEP: 207150 | > loss_disc: 2.3195414543151855 (2.235469085829597) | > loss_disc_real_0: 0.18230567872524261 (0.13298132936898502) | > loss_disc_real_1: 0.21506710350513458 (0.19000015231377915) | > loss_disc_real_2: 0.20185285806655884 (0.20132205065215875) | > loss_disc_real_3: 0.21694621443748474 (0.20505009985250036) | > loss_disc_real_4: 0.2362850159406662 (0.20507374916174637) | > loss_disc_real_5: 0.2191443294286728 (0.20430099757100267) | > loss_0: 2.3195414543151855 (2.235469085829597) | > grad_norm_0: tensor(51.8436, device='cuda:0') (tensor(47.7054, device='cuda:0')) | > loss_gen: 2.7237136363983154 (2.7674611561918905) | > loss_kl: 2.1615450382232666 (2.1288968264006822) | > loss_feat: 7.187554836273193 (8.415802654221556) | > loss_mel: 13.230162620544434 (14.909591637478883) | > loss_duration: 1.5949779748916626 (1.5928749506254252) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.897953033447266 (29.814627145367826) | > grad_norm_1: tensor(562.2615, device='cuda:0') (tensor(759.6406, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.9382 (0.9248088759218878) | > loader_time: 0.0107 (0.01104008101670476)  --> TIME: 2025-02-21 10:36:49 -- STEP: 561/924 -- GLOBAL_STEP: 207200 | > loss_disc: 2.3582398891448975 (2.2346754063471947) | > loss_disc_real_0: 0.12020386755466461 (0.132301647966452) | > loss_disc_real_1: 0.18070007860660553 (0.1900442989539759) | > loss_disc_real_2: 0.18890458345413208 (0.20120760142378208) | > loss_disc_real_3: 0.1987038403749466 (0.20496856183504253) | > loss_disc_real_4: 0.19672474265098572 (0.20509853021452554) | > loss_disc_real_5: 0.22188641130924225 (0.2045171467484425) | > loss_0: 2.3582398891448975 (2.2346754063471947) | > grad_norm_0: tensor(28.3726, device='cuda:0') (tensor(48.0017, device='cuda:0')) | > loss_gen: 2.5271072387695312 (2.7699077405606563) | > loss_kl: 2.045504093170166 (2.1272199096526694) | > loss_feat: 7.395985126495361 (8.42629978703517) | > loss_mel: 14.340861320495605 (14.91238125037807) | > loss_duration: 1.578944206237793 (1.5930418817329746) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.88840103149414 (29.828850509861155) | > grad_norm_1: tensor(437.1592, device='cuda:0') (tensor(770.5095, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.9184 (0.9257178174833138) | > loader_time: 0.01 (0.011044805700128734)  --> TIME: 2025-02-21 10:37:36 -- STEP: 611/924 -- GLOBAL_STEP: 207250 | > loss_disc: 2.380614995956421 (2.2360750659202773) | > loss_disc_real_0: 0.17696450650691986 (0.13266550965985185) | > loss_disc_real_1: 0.18222558498382568 (0.19005385687522916) | > loss_disc_real_2: 0.18421991169452667 (0.20120388849862467) | > loss_disc_real_3: 0.2613010108470917 (0.20532026369911177) | > loss_disc_real_4: 0.23026113212108612 (0.20516435948311781) | > loss_disc_real_5: 0.22818799316883087 (0.20450104270648634) | > loss_0: 2.380614995956421 (2.2360750659202773) | > grad_norm_0: tensor(48.0723, device='cuda:0') (tensor(48.4246, device='cuda:0')) | > loss_gen: 2.531508445739746 (2.768093895014686) | > loss_kl: 1.9874783754348755 (2.1237286606318837) | > loss_feat: 7.557202339172363 (8.414494939794709) | > loss_mel: 13.167524337768555 (14.90172678983348) | > loss_duration: 1.5699183940887451 (1.5928132955454375) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.813631057739258 (29.8008575096068) | > grad_norm_1: tensor(801.6085, device='cuda:0') (tensor(772.2467, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.9243 (0.9258179344639256) | > loader_time: 0.0103 (0.011034749728763164)  --> TIME: 2025-02-21 10:38:23 -- STEP: 661/924 -- GLOBAL_STEP: 207300 | > loss_disc: 2.168269157409668 (2.2351172239084267) | > loss_disc_real_0: 0.12153032422065735 (0.13217199765675555) | > loss_disc_real_1: 0.19037267565727234 (0.18997579055546637) | > loss_disc_real_2: 0.20386363565921783 (0.2012343149232071) | > loss_disc_real_3: 0.17545557022094727 (0.20530470545190915) | > loss_disc_real_4: 0.18444377183914185 (0.20498304540198428) | > loss_disc_real_5: 0.14889025688171387 (0.20449575116793064) | > loss_0: 2.168269157409668 (2.2351172239084267) | > grad_norm_0: tensor(67.2967, device='cuda:0') (tensor(48.1035, device='cuda:0')) | > loss_gen: 2.8349549770355225 (2.76794602182016) | > loss_kl: 2.2684903144836426 (2.1225385086980078) | > loss_feat: 8.543272972106934 (8.414556573270488) | > loss_mel: 14.816252708435059 (14.902000376748967) | > loss_duration: 1.5791277885437012 (1.592681197644002) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.04210090637207 (29.799722602255592) | > grad_norm_1: tensor(1067.2369, device='cuda:0') (tensor(765.0923, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.9247 (0.925618700468955) | > loader_time: 0.0109 (0.011032917856629064)  --> TIME: 2025-02-21 10:39:11 -- STEP: 711/924 -- GLOBAL_STEP: 207350 | > loss_disc: 2.118406295776367 (2.235791639101321) | > loss_disc_real_0: 0.13989704847335815 (0.1324847935529954) | > loss_disc_real_1: 0.18845510482788086 (0.18980140937950715) | > loss_disc_real_2: 0.2044854760169983 (0.2013705124248097) | > loss_disc_real_3: 0.2304338812828064 (0.20530978279023238) | > loss_disc_real_4: 0.18241234123706818 (0.20504972782986736) | > loss_disc_real_5: 0.22381795942783356 (0.20489332444557148) | > loss_0: 2.118406295776367 (2.235791639101321) | > grad_norm_0: tensor(66.9571, device='cuda:0') (tensor(48.2955, device='cuda:0')) | > loss_gen: 3.0094857215881348 (2.7701846356130346) | > loss_kl: 2.0099494457244873 (2.1211267580630593) | > loss_feat: 9.241911888122559 (8.41806716757987) | > loss_mel: 17.01552963256836 (14.908705720753945) | > loss_duration: 1.5845062732696533 (1.5927249619058759) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.86138153076172 (29.81080918238301) | > grad_norm_1: tensor(983.4824, device='cuda:0') (tensor(765.7772, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.9093 (0.9258505372558465) | > loader_time: 0.0113 (0.011049139516430734)  --> TIME: 2025-02-21 10:39:58 -- STEP: 761/924 -- GLOBAL_STEP: 207400 | > loss_disc: 2.2652907371520996 (2.235816671249903) | > loss_disc_real_0: 0.1546081304550171 (0.13242648953618455) | > loss_disc_real_1: 0.18669703602790833 (0.18973489225145715) | > loss_disc_real_2: 0.19526536762714386 (0.20129949122706475) | > loss_disc_real_3: 0.22011257708072662 (0.20533474081449227) | > loss_disc_real_4: 0.2581433951854706 (0.20496643776179294) | > loss_disc_real_5: 0.24386656284332275 (0.20515966642545175) | > loss_0: 2.2652907371520996 (2.235816671249903) | > grad_norm_0: tensor(61.8021, device='cuda:0') (tensor(48.2262, device='cuda:0')) | > loss_gen: 2.74491548538208 (2.7725606133840714) | > loss_kl: 2.0096724033355713 (2.117392758345637) | > loss_feat: 8.02624225616455 (8.422613150813428) | > loss_mel: 14.310412406921387 (14.920441513462542) | > loss_duration: 1.575188159942627 (1.5927827257991) | > amp_scaler: 128.0 (129.34559789750332) | > loss_1: 28.66642951965332 (29.825790685987037) | > grad_norm_1: tensor(945.4236, device='cuda:0') (tensor(761.9513, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.91 (0.9260565802239558) | > loader_time: 0.0108 (0.011063588903078741)  --> TIME: 2025-02-21 10:40:45 -- STEP: 811/924 -- GLOBAL_STEP: 207450 | > loss_disc: 2.1696937084198 (2.2371237417625607) | > loss_disc_real_0: 0.10230302065610886 (0.13288298419202474) | > loss_disc_real_1: 0.17254869639873505 (0.18977608010815936) | > loss_disc_real_2: 0.18073318898677826 (0.20123170514656494) | > loss_disc_real_3: 0.17329193651676178 (0.2053308180095824) | > loss_disc_real_4: 0.17425690591335297 (0.2050308742814234) | > loss_disc_real_5: 0.2160717099905014 (0.20533622115960684) | > loss_0: 2.1696937084198 (2.2371237417625607) | > grad_norm_0: tensor(24.9404, device='cuda:0') (tensor(47.8715, device='cuda:0')) | > loss_gen: 2.755913019180298 (2.7699724325563406) | > loss_kl: 2.2361040115356445 (2.114630213060158) | > loss_feat: 9.446338653564453 (8.412580795264565) | > loss_mel: 15.945605278015137 (14.898266485381214) | > loss_duration: 1.543334722518921 (1.5928775513069262) | > amp_scaler: 128.0 (129.26263871763263) | > loss_1: 31.927295684814453 (29.7883274158332) | > grad_norm_1: tensor(1003.3055, device='cuda:0') (tensor(757.0798, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.9364 (0.925824953213279) | > loader_time: 0.0114 (0.011059368582747869)  --> TIME: 2025-02-21 10:41:32 -- STEP: 861/924 -- GLOBAL_STEP: 207500 | > loss_disc: 2.3177242279052734 (2.236674339098384) | > loss_disc_real_0: 0.2148527354001999 (0.1325736255163241) | > loss_disc_real_1: 0.1474611759185791 (0.189668488315589) | > loss_disc_real_2: 0.19211140275001526 (0.20124551626171108) | > loss_disc_real_3: 0.2126983404159546 (0.20529459491285582) | > loss_disc_real_4: 0.18302558362483978 (0.20514370658533354) | > loss_disc_real_5: 0.19643235206604004 (0.20531921329260142) | > loss_0: 2.3177242279052734 (2.236674339098384) | > grad_norm_0: tensor(84.9549, device='cuda:0') (tensor(48.0316, device='cuda:0')) | > loss_gen: 2.748501777648926 (2.7711907571201126) | > loss_kl: 2.0723226070404053 (2.1151060350542155) | > loss_feat: 8.817891120910645 (8.422982817881334) | > loss_mel: 16.348928451538086 (14.908369468618076) | > loss_duration: 1.6362273693084717 (1.5927490915294036) | > amp_scaler: 128.0 (129.18931475029044) | > loss_1: 31.623870849609375 (29.810398117313543) | > grad_norm_1: tensor(474.8017, device='cuda:0') (tensor(764.6104, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.9056 (0.9255517066286555) | > loader_time: 0.0108 (0.011050620283953129)  --> TIME: 2025-02-21 10:42:19 -- STEP: 911/924 -- GLOBAL_STEP: 207550 | > loss_disc: 2.2515854835510254 (2.236840333556505) | > loss_disc_real_0: 0.13383325934410095 (0.1328532885347059) | > loss_disc_real_1: 0.1739351600408554 (0.18938214456995814) | > loss_disc_real_2: 0.18660739064216614 (0.20108168929586295) | > loss_disc_real_3: 0.18979625403881073 (0.2051840258841981) | > loss_disc_real_4: 0.20169872045516968 (0.20520057090027527) | > loss_disc_real_5: 0.21451906859874725 (0.2057526362354485) | > loss_0: 2.2515854835510254 (2.236840333556505) | > grad_norm_0: tensor(58.4776, device='cuda:0') (tensor(47.9389, device='cuda:0')) | > loss_gen: 2.702385663986206 (2.770714367260394) | > loss_kl: 2.107692003250122 (2.1157620642763604) | > loss_feat: 8.3804292678833 (8.432038328126806) | > loss_mel: 13.663718223571777 (14.932287146048017) | > loss_duration: 1.5721834897994995 (1.5925541175314681) | > amp_scaler: 128.0 (129.12403951701438) | > loss_1: 28.426408767700195 (29.84335597443398) | > grad_norm_1: tensor(957.0849, device='cuda:0') (tensor(761.6941, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.9379 (0.925634176618574) | > loader_time: 0.0104 (0.011020494475715379)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4918434619903564 (2.4918434619903564) | > loss_disc_real_0: 0.16813181340694427 (0.16813181340694427) | > loss_disc_real_1: 0.21391527354717255 (0.21391527354717255) | > loss_disc_real_2: 0.22836995124816895 (0.22836995124816895) | > loss_disc_real_3: 0.19642697274684906 (0.19642697274684906) | > loss_disc_real_4: 0.21625153720378876 (0.21625153720378876) | > loss_disc_real_5: 0.19886735081672668 (0.19886735081672668) | > loss_0: 2.4918434619903564 (2.4918434619903564) | > loss_gen: 2.185556650161743 (2.185556650161743) | > loss_kl: 2.1247692108154297 (2.1247692108154297) | > loss_feat: 5.926101207733154 (5.926101207733154) | > loss_mel: 11.850794792175293 (11.850794792175293) | > loss_duration: 1.6931101083755493 (1.6931101083755493) | > loss_1: 23.780330657958984 (23.780330657958984)  --> STEP: 1 | > loss_disc: 2.355896472930908 (2.355896472930908) | > loss_disc_real_0: 0.17860308289527893 (0.17860308289527893) | > loss_disc_real_1: 0.17582356929779053 (0.17582356929779053) | > loss_disc_real_2: 0.21634972095489502 (0.21634972095489502) | > loss_disc_real_3: 0.21130429208278656 (0.21130429208278656) | > loss_disc_real_4: 0.21873946487903595 (0.21873946487903595) | > loss_disc_real_5: 0.20736007392406464 (0.20736007392406464) | > loss_0: 2.355896472930908 (2.355896472930908) | > loss_gen: 2.448075294494629 (2.448075294494629) | > loss_kl: 2.053339958190918 (2.053339958190918) | > loss_feat: 6.820843696594238 (6.820843696594238) | > loss_mel: 13.05889892578125 (13.05889892578125) | > loss_duration: 1.6916611194610596 (1.6916611194610596) | > loss_1: 26.072818756103516 (26.072818756103516)  --> STEP: 2 | > loss_disc: 2.261820077896118 (2.308858275413513) | > loss_disc_real_0: 0.14923164248466492 (0.16391736268997192) | > loss_disc_real_1: 0.18063253164291382 (0.17822805047035217) | > loss_disc_real_2: 0.2164503037929535 (0.21640001237392426) | > loss_disc_real_3: 0.1869376301765442 (0.19912096112966537) | > loss_disc_real_4: 0.1974305957555771 (0.20808503031730652) | > loss_disc_real_5: 0.21568571031093597 (0.2115228921175003) | > loss_0: 2.261820077896118 (2.308858275413513) | > loss_gen: 2.547619581222534 (2.4978474378585815) | > loss_kl: 2.149846315383911 (2.1015931367874146) | > loss_feat: 8.64717960357666 (7.734011650085449) | > loss_mel: 15.485088348388672 (14.271993637084961) | > loss_duration: 1.6111279726028442 (1.651394546031952) | > loss_1: 30.440860748291016 (28.256839752197266)  --> STEP: 3 | > loss_disc: 2.3878133296966553 (2.335176626841227) | > loss_disc_real_0: 0.16561934351921082 (0.16448468963305155) | > loss_disc_real_1: 0.18940475583076477 (0.18195361892382303) | > loss_disc_real_2: 0.22772572934627533 (0.22017525136470795) | > loss_disc_real_3: 0.19401873648166656 (0.19742021958033243) | > loss_disc_real_4: 0.2079581320285797 (0.20804273088773093) | > loss_disc_real_5: 0.20403757691383362 (0.20902778704961142) | > loss_0: 2.3878133296966553 (2.335176626841227) | > loss_gen: 2.3691718578338623 (2.454955577850342) | > loss_kl: 2.1209418773651123 (2.1080427169799805) | > loss_feat: 7.150479316711426 (7.539500872294108) | > loss_mel: 13.251182556152344 (13.931723276774088) | > loss_duration: 1.6694753170013428 (1.6574214696884155) | > loss_1: 26.561250686645508 (27.691643397013348)  --> STEP: 4 | > loss_disc: 2.430607557296753 (2.3590343594551086) | > loss_disc_real_0: 0.17327402532100677 (0.16668202355504036) | > loss_disc_real_1: 0.215365469455719 (0.19030658155679703) | > loss_disc_real_2: 0.235622838139534 (0.22403714805841446) | > loss_disc_real_3: 0.1837339699268341 (0.19399865716695786) | > loss_disc_real_4: 0.22043173015117645 (0.2111399807035923) | > loss_disc_real_5: 0.20197665691375732 (0.2072650045156479) | > loss_0: 2.430607557296753 (2.3590343594551086) | > loss_gen: 2.4131035804748535 (2.4444925785064697) | > loss_kl: 2.1789638996124268 (2.125773012638092) | > loss_feat: 7.503870487213135 (7.530593276023865) | > loss_mel: 13.824941635131836 (13.905027866363525) | > loss_duration: 1.7651852369308472 (1.6843624114990234) | > loss_1: 27.686063766479492 (27.690248489379883)  --> STEP: 5 | > loss_disc: 2.324052333831787 (2.352037954330444) | > loss_disc_real_0: 0.16956916451454163 (0.16725945174694062) | > loss_disc_real_1: 0.22211146354675293 (0.1966675579547882) | > loss_disc_real_2: 0.29597043991088867 (0.2384238064289093) | > loss_disc_real_3: 0.2204117476940155 (0.19928127527236938) | > loss_disc_real_4: 0.20893986523151398 (0.21069995760917665) | > loss_disc_real_5: 0.19996091723442078 (0.20580418705940245) | > loss_0: 2.324052333831787 (2.352037954330444) | > loss_gen: 2.710434913635254 (2.4976810455322265) | > loss_kl: 2.109834671020508 (2.122585344314575) | > loss_feat: 8.207724571228027 (7.666019535064697) | > loss_mel: 13.733214378356934 (13.870665168762207) | > loss_duration: 1.5050631761550903 (1.648502564430237) | > loss_1: 28.266271591186523 (27.80545310974121) --> EVAL PERFORMANCE | > avg_loader_time: 0.15533647537231446 (+0.0014917373657226674) | > avg_loss_disc: 2.352037954330444 (+0.08458957672119105) | > avg_loss_disc_real_0: 0.16725945174694062 (+0.02014451622962954) | > avg_loss_disc_real_1: 0.1966675579547882 (-0.029478353261947615) | > avg_loss_disc_real_2: 0.2384238064289093 (+0.007675188779830949) | > avg_loss_disc_real_3: 0.19928127527236938 (+0.0037033110857009888) | > avg_loss_disc_real_4: 0.21069995760917665 (+0.017692342400550842) | > avg_loss_disc_real_5: 0.20580418705940245 (+0.00983661413192749) | > avg_loss_0: 2.352037954330444 (+0.08458957672119105) | > avg_loss_gen: 2.4976810455322265 (-0.1467078685760499) | > avg_loss_kl: 2.122585344314575 (-0.05942378044128427) | > avg_loss_feat: 7.666019535064697 (-0.6462213516235362) | > avg_loss_mel: 13.870665168762207 (-0.8483589172363288) | > avg_loss_duration: 1.648502564430237 (-0.0030997037887572354) | > avg_loss_1: 27.80545310974121 (-1.7038116455078125)  > EPOCH: 175/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 10:42:39)   --> TIME: 2025-02-21 10:43:16 -- STEP: 37/924 -- GLOBAL_STEP: 207600 | > loss_disc: 2.458516836166382 (2.2365538494007002) | > loss_disc_real_0: 0.18894001841545105 (0.14174191029490651) | > loss_disc_real_1: 0.19855988025665283 (0.18619578512939247) | > loss_disc_real_2: 0.2191237062215805 (0.20084519845408363) | > loss_disc_real_3: 0.23090699315071106 (0.20821422217665492) | > loss_disc_real_4: 0.22721537947654724 (0.20253129504822395) | > loss_disc_real_5: 0.2548603117465973 (0.20352534587318832) | > loss_0: 2.458516836166382 (2.2365538494007002) | > grad_norm_0: tensor(45.3192, device='cuda:0') (tensor(56.6316, device='cuda:0')) | > loss_gen: 2.592931032180786 (2.825361632012032) | > loss_kl: 2.2644522190093994 (2.0984161770021594) | > loss_feat: 7.041830062866211 (8.64187073063206) | > loss_mel: 12.750696182250977 (15.276823971722576) | > loss_duration: 1.597652792930603 (1.5922948025368355) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.247562408447266 (30.434767027158994) | > grad_norm_1: tensor(514.3997, device='cuda:0') (tensor(696.5200, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.9171 (0.923196148228001) | > loader_time: 0.0113 (0.010710890228683883)  --> TIME: 2025-02-21 10:44:03 -- STEP: 87/924 -- GLOBAL_STEP: 207650 | > loss_disc: 2.171980381011963 (2.243885489715926) | > loss_disc_real_0: 0.13418719172477722 (0.13414970421414266) | > loss_disc_real_1: 0.22152496874332428 (0.18757769020124412) | > loss_disc_real_2: 0.20779477059841156 (0.20319287804351455) | > loss_disc_real_3: 0.19616538286209106 (0.20532310111769314) | > loss_disc_real_4: 0.21341262757778168 (0.2048975614638164) | > loss_disc_real_5: 0.1947190910577774 (0.20534599461089606) | > loss_0: 2.171980381011963 (2.243885489715926) | > grad_norm_0: tensor(60.0098, device='cuda:0') (tensor(48.5128, device='cuda:0')) | > loss_gen: 2.91969633102417 (2.766727902423377) | > loss_kl: 2.136101007461548 (2.091304974994439) | > loss_feat: 8.84937572479248 (8.425435192283542) | > loss_mel: 14.93083667755127 (14.993370242502497) | > loss_duration: 1.6412118673324585 (1.5944763805674411) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.477222442626953 (29.871314695511742) | > grad_norm_1: tensor(918.5305, device='cuda:0') (tensor(724.5449, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.8788 (0.9250586443933947) | > loader_time: 0.0124 (0.011028824181392278)  --> TIME: 2025-02-21 10:44:50 -- STEP: 137/924 -- GLOBAL_STEP: 207700 | > loss_disc: 2.435288429260254 (2.244063188559817) | > loss_disc_real_0: 0.15012681484222412 (0.13527832990580232) | > loss_disc_real_1: 0.17736326158046722 (0.18787063647360697) | > loss_disc_real_2: 0.20262454450130463 (0.20294855785195845) | > loss_disc_real_3: 0.23041023313999176 (0.2049715285101076) | > loss_disc_real_4: 0.22903762757778168 (0.20551513668394436) | > loss_disc_real_5: 0.2365444004535675 (0.20632778902123444) | > loss_0: 2.435288429260254 (2.244063188559817) | > grad_norm_0: tensor(31.7554, device='cuda:0') (tensor(48.5039, device='cuda:0')) | > loss_gen: 2.3849680423736572 (2.776584399007533) | > loss_kl: 1.9507673978805542 (2.1068705807637134) | > loss_feat: 6.770485877990723 (8.468301331039767) | > loss_mel: 12.744669914245605 (15.04486228775804) | > loss_duration: 1.597140908241272 (1.593680097238861) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.44803237915039 (29.990298765419173) | > grad_norm_1: tensor(686.2687, device='cuda:0') (tensor(725.0893, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.914 (0.9214434623718262) | > loader_time: 0.0123 (0.011093301494626234)  --> TIME: 2025-02-21 10:45:37 -- STEP: 187/924 -- GLOBAL_STEP: 207750 | > loss_disc: 2.22054386138916 (2.239575181415374) | > loss_disc_real_0: 0.08370383083820343 (0.13474801609063528) | > loss_disc_real_1: 0.2156221717596054 (0.18863918763749743) | > loss_disc_real_2: 0.19369417428970337 (0.2027206069486027) | > loss_disc_real_3: 0.1960885375738144 (0.20448433890699697) | > loss_disc_real_4: 0.21603479981422424 (0.20511041015864692) | > loss_disc_real_5: 0.19567136466503143 (0.20524459376054655) | > loss_0: 2.22054386138916 (2.239575181415374) | > grad_norm_0: tensor(39.3467, device='cuda:0') (tensor(48.6259, device='cuda:0')) | > loss_gen: 2.6882238388061523 (2.7811784247026106) | > loss_kl: 2.1788063049316406 (2.1128492852583305) | > loss_feat: 8.483099937438965 (8.472606839980674) | > loss_mel: 14.995654106140137 (15.054195776342707) | > loss_duration: 1.5869669914245605 (1.5910787754517823) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.932750701904297 (30.011909178871523) | > grad_norm_1: tensor(811.2654, device='cuda:0') (tensor(741.2015, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.9173 (0.9208590066369204) | > loader_time: 0.0102 (0.011108733753469543)  --> TIME: 2025-02-21 10:46:24 -- STEP: 237/924 -- GLOBAL_STEP: 207800 | > loss_disc: 2.0970654487609863 (2.2415573179470334) | > loss_disc_real_0: 0.17396672070026398 (0.1337157021657828) | > loss_disc_real_1: 0.1593247652053833 (0.18879198631908323) | > loss_disc_real_2: 0.16355620324611664 (0.20228753418107578) | > loss_disc_real_3: 0.16538721323013306 (0.2045212930013358) | > loss_disc_real_4: 0.18164759874343872 (0.20531026704653407) | > loss_disc_real_5: 0.19498035311698914 (0.20612070285066778) | > loss_0: 2.0970654487609863 (2.2415573179470334) | > grad_norm_0: tensor(63.2343, device='cuda:0') (tensor(48.7273, device='cuda:0')) | > loss_gen: 3.116121292114258 (2.7750081995871514) | > loss_kl: 2.1900582313537598 (2.1130206499421655) | > loss_feat: 9.84834098815918 (8.443614756507715) | > loss_mel: 16.443017959594727 (15.02584884337735) | > loss_duration: 1.5839805603027344 (1.5929096067002049) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.1815185546875 (29.950402054605604) | > grad_norm_1: tensor(1014.2181, device='cuda:0') (tensor(745.3426, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.919 (0.9241615438260107) | > loader_time: 0.0107 (0.011085396577537316)  --> TIME: 2025-02-21 10:47:11 -- STEP: 287/924 -- GLOBAL_STEP: 207850 | > loss_disc: 2.2537598609924316 (2.2420412476469838) | > loss_disc_real_0: 0.14397604763507843 (0.13341166089428433) | > loss_disc_real_1: 0.18620984256267548 (0.189209028507359) | > loss_disc_real_2: 0.21264779567718506 (0.2021509752664001) | > loss_disc_real_3: 0.21631914377212524 (0.20494488094534186) | > loss_disc_real_4: 0.21001987159252167 (0.20566156080790926) | > loss_disc_real_5: 0.23477381467819214 (0.20625121528055612) | > loss_0: 2.2537598609924316 (2.2420412476469838) | > grad_norm_0: tensor(55.4708, device='cuda:0') (tensor(48.4153, device='cuda:0')) | > loss_gen: 2.8006107807159424 (2.770344352057587) | > loss_kl: 2.2374513149261475 (2.1105091351665277) | > loss_feat: 8.493632316589355 (8.42793656724671) | > loss_mel: 15.008238792419434 (15.00191389808256) | > loss_duration: 1.4959986209869385 (1.593490920000375) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.035932540893555 (29.904194868400122) | > grad_norm_1: tensor(849.4932, device='cuda:0') (tensor(748.1709, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.9359 (0.9239542309830828) | > loader_time: 0.0116 (0.01110199685711479)  --> TIME: 2025-02-21 10:47:58 -- STEP: 337/924 -- GLOBAL_STEP: 207900 | > loss_disc: 2.1910109519958496 (2.2417354176942976) | > loss_disc_real_0: 0.17019051313400269 (0.13395885578204703) | > loss_disc_real_1: 0.17733722925186157 (0.18925545455263357) | > loss_disc_real_2: 0.19983339309692383 (0.20198184207568182) | > loss_disc_real_3: 0.22067518532276154 (0.20495657193908343) | > loss_disc_real_4: 0.2348618358373642 (0.2054148825322131) | > loss_disc_real_5: 0.2589743435382843 (0.205781958444536) | > loss_0: 2.1910109519958496 (2.2417354176942976) | > grad_norm_0: tensor(58.7020, device='cuda:0') (tensor(48.9579, device='cuda:0')) | > loss_gen: 2.8787527084350586 (2.7759820254690926) | > loss_kl: 2.0164926052093506 (2.107682074920362) | > loss_feat: 9.009735107421875 (8.447832222154668) | > loss_mel: 15.632468223571777 (15.029044711625186) | > loss_duration: 1.5639781951904297 (1.5939131540077733) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.10142707824707 (29.95445417296639) | > grad_norm_1: tensor(291.2410, device='cuda:0') (tensor(736.9193, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.9199 (0.9241511503383738) | > loader_time: 0.0103 (0.011096121649360094)  --> TIME: 2025-02-21 10:48:45 -- STEP: 387/924 -- GLOBAL_STEP: 207950 | > loss_disc: 2.162931442260742 (2.242179934368579) | > loss_disc_real_0: 0.07370921969413757 (0.1338648926322314) | > loss_disc_real_1: 0.1942773312330246 (0.18971189032537383) | > loss_disc_real_2: 0.20379753410816193 (0.20158821771773258) | > loss_disc_real_3: 0.1886005401611328 (0.20526282959052136) | > loss_disc_real_4: 0.19226057827472687 (0.20494555210266308) | > loss_disc_real_5: 0.17064782977104187 (0.20565419338008237) | > loss_0: 2.162931442260742 (2.242179934368579) | > grad_norm_0: tensor(36.1547, device='cuda:0') (tensor(48.0730, device='cuda:0')) | > loss_gen: 2.8393630981445312 (2.7689679901113182) | > loss_kl: 2.0289306640625 (2.1093869655939366) | > loss_feat: 9.289362907409668 (8.425432160843267) | > loss_mel: 15.574721336364746 (14.9823784002654) | > loss_duration: 1.5944783687591553 (1.5939535475516506) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.32685661315918 (29.8801190575888) | > grad_norm_1: tensor(726.0234, device='cuda:0') (tensor(733.5199, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.9425 (0.9242059777873431) | > loader_time: 0.0113 (0.01114584740434198)  --> TIME: 2025-02-21 10:49:32 -- STEP: 437/924 -- GLOBAL_STEP: 208000 | > loss_disc: 2.089583158493042 (2.2414944144626547) | > loss_disc_real_0: 0.10077720135450363 (0.13357936183429706) | > loss_disc_real_1: 0.16941997408866882 (0.1895824171926665) | > loss_disc_real_2: 0.18496912717819214 (0.20180936263409577) | > loss_disc_real_3: 0.23027901351451874 (0.20514625986053409) | > loss_disc_real_4: 0.2054438591003418 (0.20511996677865696) | > loss_disc_real_5: 0.16135090589523315 (0.20550586593505726) | > loss_0: 2.089583158493042 (2.2414944144626547) | > grad_norm_0: tensor(35.6176, device='cuda:0') (tensor(48.6513, device='cuda:0')) | > loss_gen: 3.007887601852417 (2.7729376557217034) | > loss_kl: 2.2259697914123535 (2.1134636047502973) | > loss_feat: 8.775565147399902 (8.436772018057276) | > loss_mel: 15.758828163146973 (14.991639300942149) | > loss_duration: 1.5870211124420166 (1.5937810197847662) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.35527229309082 (29.90859362080659) | > grad_norm_1: tensor(940.2465, device='cuda:0') (tensor(745.7156, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.9249 (0.9244119029841652) | > loader_time: 0.0102 (0.011141818502674932) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_208000.pth  --> TIME: 2025-02-21 10:50:22 -- STEP: 487/924 -- GLOBAL_STEP: 208050 | > loss_disc: 2.2662439346313477 (2.240525813073352) | > loss_disc_real_0: 0.2536714971065521 (0.13323156555514074) | > loss_disc_real_1: 0.1592310667037964 (0.18927783095249165) | > loss_disc_real_2: 0.18911075592041016 (0.20204299562887978) | > loss_disc_real_3: 0.22714997828006744 (0.2051367540623862) | > loss_disc_real_4: 0.2149059772491455 (0.20533806373206495) | > loss_disc_real_5: 0.19720114767551422 (0.20558664780989816) | > loss_0: 2.2662439346313477 (2.240525813073352) | > grad_norm_0: tensor(87.0210, device='cuda:0') (tensor(48.8293, device='cuda:0')) | > loss_gen: 2.8795199394226074 (2.772622067825505) | > loss_kl: 2.2225394248962402 (2.11672041940004) | > loss_feat: 8.111006736755371 (8.435507534465769) | > loss_mel: 13.66003704071045 (14.980281663381588) | > loss_duration: 1.5729937553405762 (1.5937307899247941) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.44609832763672 (29.898862521506434) | > grad_norm_1: tensor(938.2939, device='cuda:0') (tensor(759.9022, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.9231 (0.9253036740868977) | > loader_time: 0.0107 (0.011160509297490365)  --> TIME: 2025-02-21 10:51:09 -- STEP: 537/924 -- GLOBAL_STEP: 208100 | > loss_disc: 2.104691982269287 (2.2372610227133785) | > loss_disc_real_0: 0.07969322055578232 (0.1326399400580529) | > loss_disc_real_1: 0.17913156747817993 (0.18926447641028155) | > loss_disc_real_2: 0.17152422666549683 (0.2018934583197759) | > loss_disc_real_3: 0.21030370891094208 (0.2048376175389387) | > loss_disc_real_4: 0.18764735758304596 (0.20507600262511375) | > loss_disc_real_5: 0.1600101888179779 (0.2048831859280944) | > loss_0: 2.104691982269287 (2.2372610227133785) | > grad_norm_0: tensor(48.3174, device='cuda:0') (tensor(49.3542, device='cuda:0')) | > loss_gen: 2.7413954734802246 (2.777331364221413) | > loss_kl: 2.1216626167297363 (2.1162255829273016) | > loss_feat: 9.005966186523438 (8.454554027685257) | > loss_mel: 14.704127311706543 (14.991085347294586) | > loss_duration: 1.636427402496338 (1.5938532205933302) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.209579467773438 (29.933049590893965) | > grad_norm_1: tensor(1034.6244, device='cuda:0') (tensor(760.3679, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.8924 (0.9250740645318056) | > loader_time: 0.0099 (0.011160136601112407)  --> TIME: 2025-02-21 10:51:56 -- STEP: 587/924 -- GLOBAL_STEP: 208150 | > loss_disc: 2.2017436027526855 (2.2331090306504655) | > loss_disc_real_0: 0.12384888529777527 (0.13176018963020555) | > loss_disc_real_1: 0.19547560811042786 (0.18910002827745895) | > loss_disc_real_2: 0.2250734120607376 (0.20157763323852912) | > loss_disc_real_3: 0.18791835010051727 (0.20471236229044407) | > loss_disc_real_4: 0.23246291279792786 (0.20482601151758814) | > loss_disc_real_5: 0.20877444744110107 (0.20478583425537297) | > loss_0: 2.2017436027526855 (2.2331090306504655) | > grad_norm_0: tensor(54.0092, device='cuda:0') (tensor(49.3258, device='cuda:0')) | > loss_gen: 2.706451416015625 (2.78066374049276) | > loss_kl: 2.139279842376709 (2.11262654283384) | > loss_feat: 8.448629379272461 (8.468259902382238) | > loss_mel: 14.243648529052734 (14.974012820034254) | > loss_duration: 1.6111700534820557 (1.5937513492785693) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.149179458618164 (29.92931441026002) | > grad_norm_1: tensor(1146.1975, device='cuda:0') (tensor(763.0195, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.9012 (0.9250529003305774) | > loader_time: 0.0097 (0.011153341761236498)  --> TIME: 2025-02-21 10:52:43 -- STEP: 637/924 -- GLOBAL_STEP: 208200 | > loss_disc: 2.4279370307922363 (2.233926182826238) | > loss_disc_real_0: 0.2600717842578888 (0.13224857742057505) | > loss_disc_real_1: 0.20054678618907928 (0.18905747795310843) | > loss_disc_real_2: 0.2151678055524826 (0.2017132903754804) | > loss_disc_real_3: 0.23261462152004242 (0.20507129762479606) | > loss_disc_real_4: 0.2537514269351959 (0.2050025440647239) | > loss_disc_real_5: 0.2290894091129303 (0.20458819264519734) | > loss_0: 2.4279370307922363 (2.233926182826238) | > grad_norm_0: tensor(63.4389, device='cuda:0') (tensor(49.5273, device='cuda:0')) | > loss_gen: 2.5814015865325928 (2.7818124960505597) | > loss_kl: 2.1009082794189453 (2.1148464458890777) | > loss_feat: 7.3618998527526855 (8.469470890200888) | > loss_mel: 14.825871467590332 (14.964102125242704) | > loss_duration: 1.6156253814697266 (1.5933655335727268) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.485708236694336 (29.923597542419913) | > grad_norm_1: tensor(243.4787, device='cuda:0') (tensor(770.4730, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.9502 (0.92506645463138) | > loader_time: 0.0114 (0.011163143385523338)  --> TIME: 2025-02-21 10:53:30 -- STEP: 687/924 -- GLOBAL_STEP: 208250 | > loss_disc: 2.2924914360046387 (2.23438518224325) | > loss_disc_real_0: 0.10417232662439346 (0.13218358239861222) | > loss_disc_real_1: 0.2219703495502472 (0.18898944975333806) | > loss_disc_real_2: 0.20687751471996307 (0.2017660986257952) | > loss_disc_real_3: 0.1905488669872284 (0.20506076310833118) | > loss_disc_real_4: 0.23666328191757202 (0.20496350407513642) | > loss_disc_real_5: 0.16489382088184357 (0.2047173435511028) | > loss_0: 2.2924914360046387 (2.23438518224325) | > grad_norm_0: tensor(22.6574, device='cuda:0') (tensor(48.9527, device='cuda:0')) | > loss_gen: 2.5871195793151855 (2.779068074372136) | > loss_kl: 2.086440324783325 (2.116506933818912) | > loss_feat: 7.26791524887085 (8.466394904746087) | > loss_mel: 12.6142578125 (14.961052189400796) | > loss_duration: 1.5750906467437744 (1.5929759560367092) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.130823135375977 (29.915998089608493) | > grad_norm_1: tensor(709.1223, device='cuda:0') (tensor(767.8559, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.9151 (0.9244147356941188) | > loader_time: 0.0117 (0.011156539556067411)  --> TIME: 2025-02-21 10:54:17 -- STEP: 737/924 -- GLOBAL_STEP: 208300 | > loss_disc: 2.0719358921051025 (2.234352946119686) | > loss_disc_real_0: 0.08612015098333359 (0.13211060029781826) | > loss_disc_real_1: 0.1616232991218567 (0.1889934802637658) | > loss_disc_real_2: 0.19442400336265564 (0.20177163365657158) | > loss_disc_real_3: 0.17668873071670532 (0.20508910942029107) | > loss_disc_real_4: 0.1943398267030716 (0.20481174072222924) | > loss_disc_real_5: 0.18677690625190735 (0.20462238903851176) | > loss_0: 2.0719358921051025 (2.234352946119686) | > grad_norm_0: tensor(45.1207, device='cuda:0') (tensor(49.2962, device='cuda:0')) | > loss_gen: 2.9946374893188477 (2.7795989717201395) | > loss_kl: 2.028794288635254 (2.1169674040666266) | > loss_feat: 9.739370346069336 (8.472110389207428) | > loss_mel: 16.13422203063965 (14.97065229040635) | > loss_duration: 1.5923550128936768 (1.5929435541704209) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.489376068115234 (29.93227263803883) | > grad_norm_1: tensor(1115.0162, device='cuda:0') (tensor(770.8097, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.9254 (0.9248121270007645) | > loader_time: 0.0106 (0.011176423754750307)  --> TIME: 2025-02-21 10:55:04 -- STEP: 787/924 -- GLOBAL_STEP: 208350 | > loss_disc: 2.238004446029663 (2.2336920979971246) | > loss_disc_real_0: 0.13217465579509735 (0.1317702294711919) | > loss_disc_real_1: 0.16817443072795868 (0.1887818590810067) | > loss_disc_real_2: 0.18585573136806488 (0.20188286315455667) | > loss_disc_real_3: 0.21172800660133362 (0.20514213961218936) | > loss_disc_real_4: 0.20497815310955048 (0.20487824870034427) | > loss_disc_real_5: 0.21726186573505402 (0.20479712213994294) | > loss_0: 2.238004446029663 (2.2336920979971246) | > grad_norm_0: tensor(72.5965, device='cuda:0') (tensor(49.2379, device='cuda:0')) | > loss_gen: 2.7733376026153564 (2.7798284702713) | > loss_kl: 1.9176307916641235 (2.1146093472137837) | > loss_feat: 8.295641899108887 (8.47305346625887) | > loss_mel: 14.169973373413086 (14.973133821499545) | > loss_duration: 1.553156852722168 (1.5932905914822872) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.70974349975586 (29.93391574534861) | > grad_norm_1: tensor(1239.1028, device='cuda:0') (tensor(771.6750, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.9357 (0.9252350575739121) | > loader_time: 0.011 (0.011172493955231682)  --> TIME: 2025-02-21 10:55:51 -- STEP: 837/924 -- GLOBAL_STEP: 208400 | > loss_disc: 2.216916561126709 (2.234718314778139) | > loss_disc_real_0: 0.1274556964635849 (0.13195522137992133) | > loss_disc_real_1: 0.19246922433376312 (0.18872848770880513) | > loss_disc_real_2: 0.21935483813285828 (0.20192978615686735) | > loss_disc_real_3: 0.21552704274654388 (0.20531110141510886) | > loss_disc_real_4: 0.23695029318332672 (0.2048446586268777) | > loss_disc_real_5: 0.2314252257347107 (0.20488172863902737) | > loss_0: 2.216916561126709 (2.234718314778139) | > grad_norm_0: tensor(56.2548, device='cuda:0') (tensor(49.4170, device='cuda:0')) | > loss_gen: 2.8954968452453613 (2.7805609928094612) | > loss_kl: 1.8908166885375977 (2.1142017347126174) | > loss_feat: 8.60627269744873 (8.4671290134444) | > loss_mel: 15.541190147399902 (14.971634413606377) | > loss_duration: 1.593994140625 (1.5927754761640043) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.52777099609375 (29.926301678164172) | > grad_norm_1: tensor(1110.7462, device='cuda:0') (tensor(775.2675, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.9435 (0.924242168914175) | > loader_time: 0.0141 (0.011170053425085872)  --> TIME: 2025-02-21 10:56:37 -- STEP: 887/924 -- GLOBAL_STEP: 208450 | > loss_disc: 2.2873032093048096 (2.2349156618387136) | > loss_disc_real_0: 0.13944588601589203 (0.13197997008715973) | > loss_disc_real_1: 0.18665291368961334 (0.18888528206571528) | > loss_disc_real_2: 0.1996193826198578 (0.20179893738320331) | > loss_disc_real_3: 0.2593718469142914 (0.2054512735956013) | > loss_disc_real_4: 0.20257754623889923 (0.20479309375753801) | > loss_disc_real_5: 0.22866412997245789 (0.2046994613620045) | > loss_0: 2.2873032093048096 (2.2349156618387136) | > grad_norm_0: tensor(36.7307, device='cuda:0') (tensor(49.0840, device='cuda:0')) | > loss_gen: 2.5988564491271973 (2.779845039363372) | > loss_kl: 2.1713826656341553 (2.115644361685202) | > loss_feat: 8.101463317871094 (8.470124281245697) | > loss_mel: 14.274791717529297 (14.98302196193037) | > loss_duration: 1.5722055435180664 (1.5930103837704588) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.718700408935547 (29.941646061997268) | > grad_norm_1: tensor(400.5747, device='cuda:0') (tensor(768.6176, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.8716 (0.9235630833712881) | > loader_time: 0.0098 (0.011174198202242846)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2636992931365967 (2.2636992931365967) | > loss_disc_real_0: 0.12496546655893326 (0.12496546655893326) | > loss_disc_real_1: 0.24458245933055878 (0.24458245933055878) | > loss_disc_real_2: 0.2653586268424988 (0.2653586268424988) | > loss_disc_real_3: 0.246028333902359 (0.246028333902359) | > loss_disc_real_4: 0.21505221724510193 (0.21505221724510193) | > loss_disc_real_5: 0.1897035390138626 (0.1897035390138626) | > loss_0: 2.2636992931365967 (2.2636992931365967) | > loss_gen: 2.816889524459839 (2.816889524459839) | > loss_kl: 2.1117968559265137 (2.1117968559265137) | > loss_feat: 8.689875602722168 (8.689875602722168) | > loss_mel: 15.093574523925781 (15.093574523925781) | > loss_duration: 1.6886670589447021 (1.6886670589447021) | > loss_1: 30.400802612304688 (30.400802612304688)  --> STEP: 1 | > loss_disc: 2.4095208644866943 (2.4095208644866943) | > loss_disc_real_0: 0.1721828132867813 (0.1721828132867813) | > loss_disc_real_1: 0.25113189220428467 (0.25113189220428467) | > loss_disc_real_2: 0.2506314516067505 (0.2506314516067505) | > loss_disc_real_3: 0.22113408148288727 (0.22113408148288727) | > loss_disc_real_4: 0.2450234740972519 (0.2450234740972519) | > loss_disc_real_5: 0.24584665894508362 (0.24584665894508362) | > loss_0: 2.4095208644866943 (2.4095208644866943) | > loss_gen: 2.6571526527404785 (2.6571526527404785) | > loss_kl: 2.072389602661133 (2.072389602661133) | > loss_feat: 6.874294281005859 (6.874294281005859) | > loss_mel: 13.245871543884277 (13.245871543884277) | > loss_duration: 1.7029414176940918 (1.7029414176940918) | > loss_1: 26.552648544311523 (26.552648544311523)  --> STEP: 2 | > loss_disc: 2.3229494094848633 (2.366235136985779) | > loss_disc_real_0: 0.15219725668430328 (0.1621900349855423) | > loss_disc_real_1: 0.25402572751045227 (0.25257880985736847) | > loss_disc_real_2: 0.24386008083820343 (0.24724576622247696) | > loss_disc_real_3: 0.22178350389003754 (0.2214587926864624) | > loss_disc_real_4: 0.2234751135110855 (0.2342492938041687) | > loss_disc_real_5: 0.19306997954845428 (0.21945831924676895) | > loss_0: 2.3229494094848633 (2.366235136985779) | > loss_gen: 2.7060861587524414 (2.68161940574646) | > loss_kl: 2.218780279159546 (2.1455849409103394) | > loss_feat: 8.099242210388184 (7.4867682456970215) | > loss_mel: 14.25399112701416 (13.749931335449219) | > loss_duration: 1.5916938781738281 (1.64731764793396) | > loss_1: 28.869792938232422 (27.711220741271973)  --> STEP: 3 | > loss_disc: 2.3301339149475098 (2.354201396306356) | > loss_disc_real_0: 0.14773160219192505 (0.1573705573876699) | > loss_disc_real_1: 0.25067853927612305 (0.2519453863302867) | > loss_disc_real_2: 0.2513560950756073 (0.24861587584018707) | > loss_disc_real_3: 0.24384787678718567 (0.22892182072003683) | > loss_disc_real_4: 0.20969825983047485 (0.2260656158129374) | > loss_disc_real_5: 0.19738878309726715 (0.21210180719693503) | > loss_0: 2.3301339149475098 (2.354201396306356) | > loss_gen: 2.738539218902588 (2.7005926767985025) | > loss_kl: 1.8853238821029663 (2.058831254641215) | > loss_feat: 7.952303886413574 (7.641946792602539) | > loss_mel: 14.212159156799316 (13.904007275899252) | > loss_duration: 1.6631221771240234 (1.6525858243306477) | > loss_1: 28.451446533203125 (27.95796267191569)  --> STEP: 4 | > loss_disc: 2.320213556289673 (2.345704436302185) | > loss_disc_real_0: 0.1504586786031723 (0.1556425876915455) | > loss_disc_real_1: 0.2206418812274933 (0.24411951005458832) | > loss_disc_real_2: 0.24673132598400116 (0.2481447383761406) | > loss_disc_real_3: 0.22667843103408813 (0.22836097329854965) | > loss_disc_real_4: 0.24675874412059784 (0.23123889788985252) | > loss_disc_real_5: 0.21907588839530945 (0.21384532749652863) | > loss_0: 2.320213556289673 (2.345704436302185) | > loss_gen: 2.7416348457336426 (2.7108532190322876) | > loss_kl: 2.048793315887451 (2.056321769952774) | > loss_feat: 7.60810661315918 (7.633486747741699) | > loss_mel: 13.668622016906738 (13.845160961151123) | > loss_duration: 1.762195110321045 (1.679988145828247) | > loss_1: 27.82935333251953 (27.92581033706665)  --> STEP: 5 | > loss_disc: 2.325496196746826 (2.341662788391113) | > loss_disc_real_0: 0.17776502668857574 (0.16006707549095153) | > loss_disc_real_1: 0.3073391020298004 (0.25676342844963074) | > loss_disc_real_2: 0.2699224352836609 (0.25250027775764466) | > loss_disc_real_3: 0.30785682797431946 (0.24426014423370362) | > loss_disc_real_4: 0.2300630807876587 (0.23100373446941375) | > loss_disc_real_5: 0.20145756006240845 (0.21136777400970458) | > loss_0: 2.325496196746826 (2.341662788391113) | > loss_gen: 3.1458234786987305 (2.797847270965576) | > loss_kl: 2.043875217437744 (2.053832459449768) | > loss_feat: 9.305789947509766 (7.967947387695313) | > loss_mel: 16.361486434936523 (14.348426055908202) | > loss_duration: 1.544116497039795 (1.6528138160705566) | > loss_1: 32.401092529296875 (28.820866775512695) --> EVAL PERFORMANCE | > avg_loader_time: 0.15732240676879883 (+0.0019859313964843694) | > avg_loss_disc: 2.341662788391113 (-0.010375165939330966) | > avg_loss_disc_real_0: 0.16006707549095153 (-0.007192376255989091) | > avg_loss_disc_real_1: 0.25676342844963074 (+0.060095870494842524) | > avg_loss_disc_real_2: 0.25250027775764466 (+0.014076471328735352) | > avg_loss_disc_real_3: 0.24426014423370362 (+0.04497886896133424) | > avg_loss_disc_real_4: 0.23100373446941375 (+0.0203037768602371) | > avg_loss_disc_real_5: 0.21136777400970458 (+0.005563586950302124) | > avg_loss_0: 2.341662788391113 (-0.010375165939330966) | > avg_loss_gen: 2.797847270965576 (+0.3001662254333497) | > avg_loss_kl: 2.053832459449768 (-0.06875288486480713) | > avg_loss_feat: 7.967947387695313 (+0.30192785263061594) | > avg_loss_mel: 14.348426055908202 (+0.47776088714599574) | > avg_loss_duration: 1.6528138160705566 (+0.004311251640319647) | > avg_loss_1: 28.820866775512695 (+1.015413665771483)  > EPOCH: 176/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 10:57:20)   --> TIME: 2025-02-21 10:57:34 -- STEP: 13/924 -- GLOBAL_STEP: 208500 | > loss_disc: 2.187246799468994 (2.2069868674645057) | > loss_disc_real_0: 0.12269406020641327 (0.13331478432967112) | > loss_disc_real_1: 0.17788821458816528 (0.18556355054561907) | > loss_disc_real_2: 0.2025941014289856 (0.19884731907110947) | > loss_disc_real_3: 0.19379979372024536 (0.19952881336212158) | > loss_disc_real_4: 0.18659010529518127 (0.20284026975815111) | > loss_disc_real_5: 0.17184051871299744 (0.20622618267169365) | > loss_0: 2.187246799468994 (2.2069868674645057) | > grad_norm_0: tensor(47.9218, device='cuda:0') (tensor(53.3647, device='cuda:0')) | > loss_gen: 2.751128911972046 (2.791653669797457) | > loss_kl: 2.018162727355957 (2.1115734026982236) | > loss_feat: 8.96142292022705 (8.489650066082294) | > loss_mel: 14.65952205657959 (14.906900259164663) | > loss_duration: 1.6191600561141968 (1.5841140288573046) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.009395599365234 (29.88389147244967) | > grad_norm_1: tensor(1015.6656, device='cuda:0') (tensor(854.5142, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.9339 (0.9319724669823279) | > loader_time: 0.0121 (0.011145445016714243)  --> TIME: 2025-02-21 10:58:21 -- STEP: 63/924 -- GLOBAL_STEP: 208550 | > loss_disc: 2.108161211013794 (2.2152169583335755) | > loss_disc_real_0: 0.10627719014883041 (0.1264005073952297) | > loss_disc_real_1: 0.16970974206924438 (0.18582017128429715) | > loss_disc_real_2: 0.2029196172952652 (0.19968383865697042) | > loss_disc_real_3: 0.2184767872095108 (0.20372305029914492) | > loss_disc_real_4: 0.21719355881214142 (0.20394207253342583) | > loss_disc_real_5: 0.196912482380867 (0.20727544053206368) | > loss_0: 2.108161211013794 (2.2152169583335755) | > grad_norm_0: tensor(43.7128, device='cuda:0') (tensor(47.9159, device='cuda:0')) | > loss_gen: 3.0733606815338135 (2.780180019045634) | > loss_kl: 2.1035168170928955 (2.1286426366321622) | > loss_feat: 9.278524398803711 (8.47767893473307) | > loss_mel: 15.666116714477539 (14.859023926750062) | > loss_duration: 1.607055902481079 (1.594232958460611) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.728572845458984 (29.83975837344215) | > grad_norm_1: tensor(1123.8219, device='cuda:0') (tensor(837.2755, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.9312 (0.9256531700255379) | > loader_time: 0.0115 (0.01134854271298363)  --> TIME: 2025-02-21 10:59:09 -- STEP: 113/924 -- GLOBAL_STEP: 208600 | > loss_disc: 2.3375351428985596 (2.228046394027439) | > loss_disc_real_0: 0.1256600320339203 (0.13104861341746518) | > loss_disc_real_1: 0.2441605031490326 (0.18633286127474455) | > loss_disc_real_2: 0.19685770571231842 (0.19997763356803797) | > loss_disc_real_3: 0.2390901893377304 (0.2057992850257232) | > loss_disc_real_4: 0.22309063374996185 (0.20629603554189738) | > loss_disc_real_5: 0.21747243404388428 (0.205853502702924) | > loss_0: 2.3375351428985596 (2.228046394027439) | > grad_norm_0: tensor(24.4627, device='cuda:0') (tensor(49.6780, device='cuda:0')) | > loss_gen: 2.6429824829101562 (2.778392789638149) | > loss_kl: 2.219144821166992 (2.116558731129739) | > loss_feat: 7.136322021484375 (8.43904353876029) | > loss_mel: 13.002989768981934 (14.825426878127377) | > loss_duration: 1.5814727544784546 (1.5946186327301293) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.582910537719727 (29.754040405813573) | > grad_norm_1: tensor(503.1440, device='cuda:0') (tensor(799.3011, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.8838 (0.9280969337024519) | > loader_time: 0.0089 (0.011253285197030127)  --> TIME: 2025-02-21 10:59:55 -- STEP: 163/924 -- GLOBAL_STEP: 208650 | > loss_disc: 2.1889493465423584 (2.2289460188040713) | > loss_disc_real_0: 0.07361585646867752 (0.1305317789133342) | > loss_disc_real_1: 0.20517440140247345 (0.18739934091919036) | > loss_disc_real_2: 0.21315136551856995 (0.20025670994644515) | > loss_disc_real_3: 0.20435644686222076 (0.20525665434957277) | > loss_disc_real_4: 0.19944845139980316 (0.2065065816684735) | > loss_disc_real_5: 0.2415064573287964 (0.20581248759126367) | > loss_0: 2.1889493465423584 (2.2289460188040713) | > grad_norm_0: tensor(40.9058, device='cuda:0') (tensor(48.9303, device='cuda:0')) | > loss_gen: 2.905505895614624 (2.7752022728598207) | > loss_kl: 2.1749119758605957 (2.1036903309675816) | > loss_feat: 8.499135971069336 (8.42753106977311) | > loss_mel: 15.685983657836914 (14.859360109808986) | > loss_duration: 1.5317916870117188 (1.594454636603045) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.79732894897461 (29.7602382613106) | > grad_norm_1: tensor(768.5791, device='cuda:0') (tensor(792.8372, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.8972 (0.9259341392049029) | > loader_time: 0.01 (0.011117620702170159)  --> TIME: 2025-02-21 11:00:43 -- STEP: 213/924 -- GLOBAL_STEP: 208700 | > loss_disc: 2.2398571968078613 (2.2289940157966437) | > loss_disc_real_0: 0.17009489238262177 (0.1317181840818812) | > loss_disc_real_1: 0.2062528282403946 (0.18752028544743857) | > loss_disc_real_2: 0.20554974675178528 (0.20049121332280512) | > loss_disc_real_3: 0.20340508222579956 (0.20537596157459023) | > loss_disc_real_4: 0.24464289844036102 (0.20588356018626078) | > loss_disc_real_5: 0.2102411538362503 (0.20556674358990268) | > loss_0: 2.2398571968078613 (2.2289940157966437) | > grad_norm_0: tensor(65.5997, device='cuda:0') (tensor(49.4412, device='cuda:0')) | > loss_gen: 2.8262009620666504 (2.778628208267857) | > loss_kl: 2.1679372787475586 (2.1006817991185067) | > loss_feat: 8.839945793151855 (8.435135391396537) | > loss_mel: 15.536048889160156 (14.891621558319235) | > loss_duration: 1.5947105884552002 (1.5931691026463752) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.96484375 (29.799235930465198) | > grad_norm_1: tensor(1040.1429, device='cuda:0') (tensor(776.1504, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.9339 (0.9261949543661915) | > loader_time: 0.0142 (0.011181186622297262)  --> TIME: 2025-02-21 11:01:29 -- STEP: 263/924 -- GLOBAL_STEP: 208750 | > loss_disc: 2.197936534881592 (2.23175109565938) | > loss_disc_real_0: 0.10223878920078278 (0.13050610696748183) | > loss_disc_real_1: 0.17678967118263245 (0.18862023649333548) | > loss_disc_real_2: 0.1846541166305542 (0.20077477984781955) | > loss_disc_real_3: 0.18777281045913696 (0.205302873548446) | > loss_disc_real_4: 0.2004968523979187 (0.20589558145619166) | > loss_disc_real_5: 0.20734861493110657 (0.2057957711555205) | > loss_0: 2.197936534881592 (2.23175109565938) | > grad_norm_0: tensor(21.1950, device='cuda:0') (tensor(47.6116, device='cuda:0')) | > loss_gen: 2.7921650409698486 (2.7697821225503554) | > loss_kl: 2.19307279586792 (2.1023647463367015) | > loss_feat: 9.050731658935547 (8.41267647942662) | > loss_mel: 15.289730072021484 (14.867217712982526) | > loss_duration: 1.5847440958023071 (1.5943824904953117) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.910444259643555 (29.746423438474707) | > grad_norm_1: tensor(847.5408, device='cuda:0') (tensor(750.1158, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.9348 (0.9254750915353289) | > loader_time: 0.0103 (0.011124128624513578)  --> TIME: 2025-02-21 11:02:17 -- STEP: 313/924 -- GLOBAL_STEP: 208800 | > loss_disc: 2.094083309173584 (2.234572081520154) | > loss_disc_real_0: 0.07774432003498077 (0.13158767703718277) | > loss_disc_real_1: 0.20766595005989075 (0.1894073266857349) | > loss_disc_real_2: 0.23659804463386536 (0.20125884550828899) | > loss_disc_real_3: 0.17513388395309448 (0.20482748604049317) | > loss_disc_real_4: 0.20008468627929688 (0.20591370461466976) | > loss_disc_real_5: 0.2110469788312912 (0.20549499974273644) | > loss_0: 2.094083309173584 (2.234572081520154) | > grad_norm_0: tensor(33.0850, device='cuda:0') (tensor(48.2251, device='cuda:0')) | > loss_gen: 3.0817439556121826 (2.7754101364757298) | > loss_kl: 2.113799571990967 (2.1055306180978364) | > loss_feat: 9.223466873168945 (8.415671671541343) | > loss_mel: 15.977699279785156 (14.897560290254344) | > loss_duration: 1.6361291408538818 (1.59425769370204) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.0328369140625 (29.788430284006527) | > grad_norm_1: tensor(861.0072, device='cuda:0') (tensor(762.8953, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.9238 (0.9258157193851166) | > loader_time: 0.0107 (0.011163607953836365)  --> TIME: 2025-02-21 11:03:04 -- STEP: 363/924 -- GLOBAL_STEP: 208850 | > loss_disc: 2.037480115890503 (2.2306479711506304) | > loss_disc_real_0: 0.05155709758400917 (0.1309561883984519) | > loss_disc_real_1: 0.19439013302326202 (0.18934796902430615) | > loss_disc_real_2: 0.17390833795070648 (0.2007235725802823) | > loss_disc_real_3: 0.1979333460330963 (0.2046868232163516) | > loss_disc_real_4: 0.1885446459054947 (0.20580482959090515) | > loss_disc_real_5: 0.1433604657649994 (0.20481403028341036) | > loss_0: 2.037480115890503 (2.2306479711506304) | > grad_norm_0: tensor(32.7322, device='cuda:0') (tensor(48.4200, device='cuda:0')) | > loss_gen: 2.868741035461426 (2.7787430003983267) | > loss_kl: 2.0264275074005127 (2.110570806117098) | > loss_feat: 9.973030090332031 (8.435399674187005) | > loss_mel: 16.518001556396484 (14.928649813018882) | > loss_duration: 1.6260889768600464 (1.5942106378308347) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.01228713989258 (29.84757387670932) | > grad_norm_1: tensor(567.4324, device='cuda:0') (tensor(761.9891, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.9154 (0.9265580683043508) | > loader_time: 0.0134 (0.011208994001068031)  --> TIME: 2025-02-21 11:03:51 -- STEP: 413/924 -- GLOBAL_STEP: 208900 | > loss_disc: 2.1875357627868652 (2.2279301318937583) | > loss_disc_real_0: 0.16337481141090393 (0.13021127434027982) | > loss_disc_real_1: 0.18296299874782562 (0.18907325720238627) | > loss_disc_real_2: 0.16538961231708527 (0.2009797035998351) | > loss_disc_real_3: 0.19405600428581238 (0.2045743047974589) | > loss_disc_real_4: 0.2019032984972 (0.20551243009492215) | > loss_disc_real_5: 0.15926100313663483 (0.20456899944286946) | > loss_0: 2.1875357627868652 (2.2279301318937583) | > grad_norm_0: tensor(67.1361, device='cuda:0') (tensor(48.8001, device='cuda:0')) | > loss_gen: 2.744631767272949 (2.7831315561299186) | > loss_kl: 2.097783088684082 (2.1116644496201906) | > loss_feat: 8.740039825439453 (8.46013013964414) | > loss_mel: 15.36101245880127 (14.936778976034022) | > loss_duration: 1.5575779676437378 (1.5942129569249932) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.50104331970215 (29.885918046891256) | > grad_norm_1: tensor(940.9134, device='cuda:0') (tensor(774.2344, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.9186 (0.9266246860310182) | > loader_time: 0.0103 (0.011223973142610047)  --> TIME: 2025-02-21 11:04:39 -- STEP: 463/924 -- GLOBAL_STEP: 208950 | > loss_disc: 2.238955497741699 (2.226081617450097) | > loss_disc_real_0: 0.10738673061132431 (0.12955510010439952) | > loss_disc_real_1: 0.19624271988868713 (0.18871190178471559) | > loss_disc_real_2: 0.21966269612312317 (0.20064554114063662) | > loss_disc_real_3: 0.201696515083313 (0.20486055256609784) | > loss_disc_real_4: 0.2213221788406372 (0.20549875800346967) | > loss_disc_real_5: 0.19560213387012482 (0.2040762601995571) | > loss_0: 2.238955497741699 (2.226081617450097) | > grad_norm_0: tensor(25.9786, device='cuda:0') (tensor(48.2366, device='cuda:0')) | > loss_gen: 2.862490177154541 (2.783493796383589) | > loss_kl: 2.089937210083008 (2.112840845311951) | > loss_feat: 9.15561580657959 (8.464902526616527) | > loss_mel: 15.79642105102539 (14.935908282549798) | > loss_duration: 1.6192927360534668 (1.593752958089693) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.52375602722168 (29.890898393503274) | > grad_norm_1: tensor(765.3705, device='cuda:0') (tensor(772.8491, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.8991 (0.9277296874744588) | > loader_time: 0.0102 (0.011223048937243468)  --> TIME: 2025-02-21 11:05:26 -- STEP: 513/924 -- GLOBAL_STEP: 209000 | > loss_disc: 1.9572449922561646 (2.227880678446438) | > loss_disc_real_0: 0.045302413403987885 (0.1305084733935128) | > loss_disc_real_1: 0.1832100749015808 (0.18857510745176795) | > loss_disc_real_2: 0.24131351709365845 (0.20101593606188514) | > loss_disc_real_3: 0.18690799176692963 (0.20488265795782062) | > loss_disc_real_4: 0.17906950414180756 (0.20565954510115275) | > loss_disc_real_5: 0.1873268485069275 (0.20435300364828946) | > loss_0: 1.9572449922561646 (2.227880678446438) | > grad_norm_0: tensor(31.6556, device='cuda:0') (tensor(48.9351, device='cuda:0')) | > loss_gen: 2.965092420578003 (2.784588233304536) | > loss_kl: 2.040255308151245 (2.1146787116866834) | > loss_feat: 9.617249488830566 (8.473567711679559) | > loss_mel: 16.803207397460938 (14.943097662972196) | > loss_duration: 1.5949327945709229 (1.5938794294528333) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.02073669433594 (29.909811726322882) | > grad_norm_1: tensor(736.0042, device='cuda:0') (tensor(782.3914, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.9057 (0.9278416689376385) | > loader_time: 0.0102 (0.011216490821764019) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_209000.pth  --> TIME: 2025-02-21 11:06:15 -- STEP: 563/924 -- GLOBAL_STEP: 209050 | > loss_disc: 2.3123385906219482 (2.2327487898550498) | > loss_disc_real_0: 0.1811504364013672 (0.131651530515396) | > loss_disc_real_1: 0.18841111660003662 (0.18858516163343217) | > loss_disc_real_2: 0.20383386313915253 (0.2011981008319618) | > loss_disc_real_3: 0.22543726861476898 (0.20503295709248331) | > loss_disc_real_4: 0.23256215453147888 (0.20579681605047698) | > loss_disc_real_5: 0.22414083778858185 (0.20486215283667428) | > loss_0: 2.3123385906219482 (2.2327487898550498) | > grad_norm_0: tensor(22.1348, device='cuda:0') (tensor(48.5277, device='cuda:0')) | > loss_gen: 2.632936477661133 (2.7767473855196485) | > loss_kl: 2.0345993041992188 (2.112476319656915) | > loss_feat: 7.192015171051025 (8.449423885684244) | > loss_mel: 13.625760078430176 (14.916607648398905) | > loss_duration: 1.5860686302185059 (1.5939606893973073) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.071380615234375 (29.849215925904403) | > grad_norm_1: tensor(171.9455, device='cuda:0') (tensor(762.3156, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.9142 (0.9274483569773643) | > loader_time: 0.0112 (0.011244306767600892)  --> TIME: 2025-02-21 11:07:02 -- STEP: 613/924 -- GLOBAL_STEP: 209100 | > loss_disc: 2.374300956726074 (2.2322113406988784) | > loss_disc_real_0: 0.0891086682677269 (0.13184720929863994) | > loss_disc_real_1: 0.18615038692951202 (0.18845594369276109) | > loss_disc_real_2: 0.17443658411502838 (0.20136562405461006) | > loss_disc_real_3: 0.21737578511238098 (0.20473661406199653) | > loss_disc_real_4: 0.20998656749725342 (0.2054930245944377) | > loss_disc_real_5: 0.2203434705734253 (0.20485231883179708) | > loss_0: 2.374300956726074 (2.2322113406988784) | > grad_norm_0: tensor(38.4211, device='cuda:0') (tensor(48.2300, device='cuda:0')) | > loss_gen: 2.6901111602783203 (2.774322548659358) | > loss_kl: 2.1242258548736572 (2.112473975192471) | > loss_feat: 7.817300796508789 (8.447244886084052) | > loss_mel: 14.280939102172852 (14.93110727680449) | > loss_duration: 1.6045093536376953 (1.5935113766453983) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.517086029052734 (29.858660067858548) | > grad_norm_1: tensor(881.4633, device='cuda:0') (tensor(761.4305, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.902 (0.9270203801974969) | > loader_time: 0.0102 (0.011218750846327619)  --> TIME: 2025-02-21 11:07:50 -- STEP: 663/924 -- GLOBAL_STEP: 209150 | > loss_disc: 2.1686904430389404 (2.2322026965844692) | > loss_disc_real_0: 0.0869477316737175 (0.13175334815683248) | > loss_disc_real_1: 0.18138451874256134 (0.18830852161075917) | > loss_disc_real_2: 0.17994539439678192 (0.20124719875160926) | > loss_disc_real_3: 0.20249275863170624 (0.20499533405850556) | > loss_disc_real_4: 0.248975470662117 (0.20547841878138703) | > loss_disc_real_5: 0.20153366029262543 (0.20494287619493673) | > loss_0: 2.1686904430389404 (2.2322026965844692) | > grad_norm_0: tensor(43.8745, device='cuda:0') (tensor(48.6848, device='cuda:0')) | > loss_gen: 2.967111825942993 (2.7766840810329856) | > loss_kl: 2.0109808444976807 (2.1112920418044574) | > loss_feat: 9.254779815673828 (8.453678512285553) | > loss_mel: 15.547351837158203 (14.930529167209816) | > loss_duration: 1.5568785667419434 (1.5934116960830462) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.33710289001465 (29.865595476659713) | > grad_norm_1: tensor(559.9980, device='cuda:0') (tensor(760.2228, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.9355 (0.9273610643671647) | > loader_time: 0.0113 (0.011225610117387269)  --> TIME: 2025-02-21 11:08:37 -- STEP: 713/924 -- GLOBAL_STEP: 209200 | > loss_disc: 2.189323902130127 (2.2326379713470446) | > loss_disc_real_0: 0.08078356832265854 (0.1321437562885076) | > loss_disc_real_1: 0.18186548352241516 (0.18820710292119966) | > loss_disc_real_2: 0.16166353225708008 (0.20117181483107563) | > loss_disc_real_3: 0.2283201515674591 (0.20514351649923043) | > loss_disc_real_4: 0.19897641241550446 (0.20552071038670167) | > loss_disc_real_5: 0.22605352103710175 (0.20512041572852363) | > loss_0: 2.189323902130127 (2.2326379713470446) | > grad_norm_0: tensor(40.9520, device='cuda:0') (tensor(48.7200, device='cuda:0')) | > loss_gen: 2.7592716217041016 (2.7777040492936584) | > loss_kl: 1.9827955961227417 (2.11156294974505) | > loss_feat: 8.81519889831543 (8.449516969843964) | > loss_mel: 15.449012756347656 (14.924111010483237) | > loss_duration: 1.5957238674163818 (1.5934444398398488) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.60200309753418 (29.856339386435746) | > grad_norm_1: tensor(616.7988, device='cuda:0') (tensor(766.2969, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.9317 (0.9279877627882347) | > loader_time: 0.0102 (0.011237227064028356)  --> TIME: 2025-02-21 11:09:24 -- STEP: 763/924 -- GLOBAL_STEP: 209250 | > loss_disc: 2.3478541374206543 (2.2341980626355022) | > loss_disc_real_0: 0.12268196791410446 (0.13266586346813009) | > loss_disc_real_1: 0.18654002249240875 (0.1882777357202995) | > loss_disc_real_2: 0.2170044630765915 (0.20132707692145677) | > loss_disc_real_3: 0.25833770632743835 (0.20509664386237433) | > loss_disc_real_4: 0.2045363336801529 (0.20541489626211396) | > loss_disc_real_5: 0.1964787095785141 (0.205237355781414) | > loss_0: 2.3478541374206543 (2.2341980626355022) | > grad_norm_0: tensor(33.3258, device='cuda:0') (tensor(48.6745, device='cuda:0')) | > loss_gen: 2.4958081245422363 (2.777522896095467) | > loss_kl: 2.039910316467285 (2.1126335354651262) | > loss_feat: 7.5539398193359375 (8.450853997726735) | > loss_mel: 14.130996704101562 (14.932710266363262) | > loss_duration: 1.5710840225219727 (1.5935802747193986) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.791736602783203 (29.86730092099891) | > grad_norm_1: tensor(348.8085, device='cuda:0') (tensor(761.0428, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.8976 (0.9277716826642636) | > loader_time: 0.0101 (0.011238455928637498)  --> TIME: 2025-02-21 11:10:11 -- STEP: 813/924 -- GLOBAL_STEP: 209300 | > loss_disc: 2.240560531616211 (2.2355874137538274) | > loss_disc_real_0: 0.09097509831190109 (0.13284549236682533) | > loss_disc_real_1: 0.19889594614505768 (0.18830929738715713) | > loss_disc_real_2: 0.17169520258903503 (0.20113425766923185) | > loss_disc_real_3: 0.1794561892747879 (0.20521741720583167) | > loss_disc_real_4: 0.17772608995437622 (0.20549001714253637) | > loss_disc_real_5: 0.20909178256988525 (0.2057759074304084) | > loss_0: 2.240560531616211 (2.2355874137538274) | > grad_norm_0: tensor(15.0960, device='cuda:0') (tensor(47.8985, device='cuda:0')) | > loss_gen: 2.7358765602111816 (2.7711885418252615) | > loss_kl: 2.203848361968994 (2.112433371068809) | > loss_feat: 8.835448265075684 (8.430924419693984) | > loss_mel: 15.558435440063477 (14.912561487007846) | > loss_duration: 1.5807061195373535 (1.5935826122687462) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.91431427001953 (29.820690375559153) | > grad_norm_1: tensor(873.3136, device='cuda:0') (tensor(754.3097, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.9307 (0.9272188785477903) | > loader_time: 0.0139 (0.01124767535726962)  --> TIME: 2025-02-21 11:10:58 -- STEP: 863/924 -- GLOBAL_STEP: 209350 | > loss_disc: 2.3249850273132324 (2.2365656212611116) | > loss_disc_real_0: 0.13776622712612152 (0.1331123485211565) | > loss_disc_real_1: 0.2117483913898468 (0.18828055436959273) | > loss_disc_real_2: 0.16647139191627502 (0.2011755402885196) | > loss_disc_real_3: 0.19441041350364685 (0.20533534682432442) | > loss_disc_real_4: 0.21353855729103088 (0.20564065904702958) | > loss_disc_real_5: 0.23670744895935059 (0.20576975854633864) | > loss_0: 2.3249850273132324 (2.2365656212611116) | > grad_norm_0: tensor(39.2246, device='cuda:0') (tensor(48.2001, device='cuda:0')) | > loss_gen: 2.592677354812622 (2.7716821720812863) | > loss_kl: 2.269207239151001 (2.1132779208423114) | > loss_feat: 7.937859535217285 (8.433385889886564) | > loss_mel: 14.09683895111084 (14.920486444669969) | > loss_duration: 1.6168428659439087 (1.5935891414987118) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.513425827026367 (29.832421513863537) | > grad_norm_1: tensor(683.6223, device='cuda:0') (tensor(755.4258, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.929 (0.9266800325135089) | > loader_time: 0.0106 (0.011258412899313489)  --> TIME: 2025-02-21 11:11:44 -- STEP: 913/924 -- GLOBAL_STEP: 209400 | > loss_disc: 2.31003475189209 (2.236349529791769) | > loss_disc_real_0: 0.10558663308620453 (0.13312200895895207) | > loss_disc_real_1: 0.22116148471832275 (0.18828353277628943) | > loss_disc_real_2: 0.17681629955768585 (0.20109927123830718) | > loss_disc_real_3: 0.18234668672084808 (0.20525330233286662) | > loss_disc_real_4: 0.19790714979171753 (0.20555540692440658) | > loss_disc_real_5: 0.1937972903251648 (0.20583211838676796) | > loss_0: 2.31003475189209 (2.236349529791769) | > grad_norm_0: tensor(33.9435, device='cuda:0') (tensor(48.1773, device='cuda:0')) | > loss_gen: 2.629082679748535 (2.771362922016659) | > loss_kl: 2.029120683670044 (2.1146214543663295) | > loss_feat: 8.131491661071777 (8.43799420280498) | > loss_mel: 13.91057300567627 (14.919297854453815) | > loss_duration: 1.5954867601394653 (1.5931637096509488) | > amp_scaler: 256.0 (129.82256297918943) | > loss_1: 28.29575538635254 (29.836440083231096) | > grad_norm_1: tensor(841.7451, device='cuda:0') (tensor(757.6176, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.8887 (0.9262650274107515) | > loader_time: 0.0103 (0.011239931330101118)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4399569034576416 (2.4399569034576416) | > loss_disc_real_0: 0.13785700500011444 (0.13785700500011444) | > loss_disc_real_1: 0.23005366325378418 (0.23005366325378418) | > loss_disc_real_2: 0.24165071547031403 (0.24165071547031403) | > loss_disc_real_3: 0.23847025632858276 (0.23847025632858276) | > loss_disc_real_4: 0.24838224053382874 (0.24838224053382874) | > loss_disc_real_5: 0.21905991435050964 (0.21905991435050964) | > loss_0: 2.4399569034576416 (2.4399569034576416) | > loss_gen: 2.475632429122925 (2.475632429122925) | > loss_kl: 1.897753119468689 (1.897753119468689) | > loss_feat: 7.304970741271973 (7.304970741271973) | > loss_mel: 14.131560325622559 (14.131560325622559) | > loss_duration: 1.6827392578125 (1.6827392578125) | > loss_1: 27.49265480041504 (27.49265480041504)  --> STEP: 1 | > loss_disc: 2.4948842525482178 (2.4948842525482178) | > loss_disc_real_0: 0.14240662753582 (0.14240662753582) | > loss_disc_real_1: 0.22731128334999084 (0.22731128334999084) | > loss_disc_real_2: 0.24328920245170593 (0.24328920245170593) | > loss_disc_real_3: 0.23542402684688568 (0.23542402684688568) | > loss_disc_real_4: 0.24874438345432281 (0.24874438345432281) | > loss_disc_real_5: 0.20198288559913635 (0.20198288559913635) | > loss_0: 2.4948842525482178 (2.4948842525482178) | > loss_gen: 2.2771213054656982 (2.2771213054656982) | > loss_kl: 2.28326153755188 (2.28326153755188) | > loss_feat: 6.095338344573975 (6.095338344573975) | > loss_mel: 11.840980529785156 (11.840980529785156) | > loss_duration: 1.698066234588623 (1.698066234588623) | > loss_1: 24.19476890563965 (24.19476890563965)  --> STEP: 2 | > loss_disc: 2.3437464237213135 (2.4193153381347656) | > loss_disc_real_0: 0.11750704795122147 (0.12995683774352074) | > loss_disc_real_1: 0.2026447057723999 (0.21497799456119537) | > loss_disc_real_2: 0.2523735761642456 (0.24783138930797577) | > loss_disc_real_3: 0.2375609576702118 (0.23649249225854874) | > loss_disc_real_4: 0.2681508958339691 (0.25844763964414597) | > loss_disc_real_5: 0.17808116972446442 (0.19003202766180038) | > loss_0: 2.3437464237213135 (2.4193153381347656) | > loss_gen: 2.5612568855285645 (2.4191890954971313) | > loss_kl: 2.301391124725342 (2.292326331138611) | > loss_feat: 8.139827728271484 (7.1175830364227295) | > loss_mel: 14.62506103515625 (13.233020782470703) | > loss_duration: 1.5933279991149902 (1.6456971168518066) | > loss_1: 29.22086524963379 (26.70781707763672)  --> STEP: 3 | > loss_disc: 2.3170464038848877 (2.385225693384806) | > loss_disc_real_0: 0.1062363013625145 (0.12204999228318532) | > loss_disc_real_1: 0.20993413031101227 (0.213296706477801) | > loss_disc_real_2: 0.26610416173934937 (0.25392231345176697) | > loss_disc_real_3: 0.24919156730175018 (0.24072551727294922) | > loss_disc_real_4: 0.23843809962272644 (0.2517777929703395) | > loss_disc_real_5: 0.1987369805574417 (0.19293367862701416) | > loss_0: 2.3170464038848877 (2.385225693384806) | > loss_gen: 2.6915111541748047 (2.509963115056356) | > loss_kl: 2.2492692470550537 (2.2779739697774253) | > loss_feat: 8.563013076782227 (7.5993930498758955) | > loss_mel: 15.343244552612305 (13.936428705851236) | > loss_duration: 1.6731305122375488 (1.6548415819803874) | > loss_1: 30.52016830444336 (27.978600819905598)  --> STEP: 4 | > loss_disc: 2.4409265518188477 (2.3991509079933167) | > loss_disc_real_0: 0.1264316588640213 (0.12314540892839432) | > loss_disc_real_1: 0.22420786321163177 (0.2160244956612587) | > loss_disc_real_2: 0.2538119852542877 (0.25389473140239716) | > loss_disc_real_3: 0.2345762997865677 (0.23918821290135384) | > loss_disc_real_4: 0.26274529099464417 (0.25451966747641563) | > loss_disc_real_5: 0.18911206722259521 (0.19197827577590942) | > loss_0: 2.4409265518188477 (2.3991509079933167) | > loss_gen: 2.381044387817383 (2.4777334332466125) | > loss_kl: 1.988417625427246 (2.2055848836898804) | > loss_feat: 6.724385738372803 (7.380641222000122) | > loss_mel: 12.823562622070312 (13.658212184906006) | > loss_duration: 1.7736928462982178 (1.684554398059845) | > loss_1: 25.691102981567383 (27.406726360321045)  --> STEP: 5 | > loss_disc: 2.436037063598633 (2.40652813911438) | > loss_disc_real_0: 0.11674608290195465 (0.12186554372310639) | > loss_disc_real_1: 0.28765594959259033 (0.23035078644752502) | > loss_disc_real_2: 0.31679537892341614 (0.26647486090660094) | > loss_disc_real_3: 0.25329622626304626 (0.24200981557369233) | > loss_disc_real_4: 0.20715905725955963 (0.24504754543304444) | > loss_disc_real_5: 0.18332290649414062 (0.19024720191955566) | > loss_0: 2.436037063598633 (2.40652813911438) | > loss_gen: 2.6692287921905518 (2.5160325050354) | > loss_kl: 1.8376470804214478 (2.131997323036194) | > loss_feat: 8.361397743225098 (7.576792526245117) | > loss_mel: 13.744437217712402 (13.675457191467284) | > loss_duration: 1.5292881727218628 (1.6535011529922485) | > loss_1: 28.141998291015625 (27.55378074645996) --> EVAL PERFORMANCE | > avg_loader_time: 0.1560140609741211 (-0.0013083457946777288) | > avg_loss_disc: 2.40652813911438 (+0.0648653507232666) | > avg_loss_disc_real_0: 0.12186554372310639 (-0.038201531767845145) | > avg_loss_disc_real_1: 0.23035078644752502 (-0.02641264200210572) | > avg_loss_disc_real_2: 0.26647486090660094 (+0.013974583148956277) | > avg_loss_disc_real_3: 0.24200981557369233 (-0.0022503286600112915) | > avg_loss_disc_real_4: 0.24504754543304444 (+0.014043810963630693) | > avg_loss_disc_real_5: 0.19024720191955566 (-0.02112057209014892) | > avg_loss_0: 2.40652813911438 (+0.0648653507232666) | > avg_loss_gen: 2.5160325050354 (-0.28181476593017596) | > avg_loss_kl: 2.131997323036194 (+0.07816486358642605) | > avg_loss_feat: 7.576792526245117 (-0.39115486145019585) | > avg_loss_mel: 13.675457191467284 (-0.672968864440918) | > avg_loss_duration: 1.6535011529922485 (+0.0006873369216919833) | > avg_loss_1: 27.55378074645996 (-1.2670860290527344)  > EPOCH: 177/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 11:12:03)   --> TIME: 2025-02-21 11:12:42 -- STEP: 39/924 -- GLOBAL_STEP: 209450 | > loss_disc: 2.1718673706054688 (2.2507636302556753) | > loss_disc_real_0: 0.15624620020389557 (0.13566413674599084) | > loss_disc_real_1: 0.23053354024887085 (0.19355580898431632) | > loss_disc_real_2: 0.17428071796894073 (0.20323283397234404) | > loss_disc_real_3: 0.20551401376724243 (0.20550529047464713) | > loss_disc_real_4: 0.1768721342086792 (0.2053382721466896) | > loss_disc_real_5: 0.17139126360416412 (0.2016259622879517) | > loss_0: 2.1718673706054688 (2.2507636302556753) | > grad_norm_0: tensor(65.1570, device='cuda:0') (tensor(47.3830, device='cuda:0')) | > loss_gen: 2.854653835296631 (2.7588093280792236) | > loss_kl: 2.2011263370513916 (2.155170935850877) | > loss_feat: 8.784866333007812 (8.388519128163656) | > loss_mel: 15.000544548034668 (15.104826976091434) | > loss_duration: 1.5732086896896362 (1.5915241424853985) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.414400100708008 (29.998850797995544) | > grad_norm_1: tensor(926.6246, device='cuda:0') (tensor(707.3149, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.9446 (0.9251323907803266) | > loader_time: 0.0101 (0.010960077628111228)  --> TIME: 2025-02-21 11:13:29 -- STEP: 89/924 -- GLOBAL_STEP: 209500 | > loss_disc: 2.136385679244995 (2.2317787368645825) | > loss_disc_real_0: 0.09874901175498962 (0.13125795887762248) | > loss_disc_real_1: 0.18734890222549438 (0.1914791484897056) | > loss_disc_real_2: 0.21881145238876343 (0.20201674488823065) | > loss_disc_real_3: 0.22840088605880737 (0.20516705027457033) | > loss_disc_real_4: 0.21313007175922394 (0.20480710502420918) | > loss_disc_real_5: 0.16780047118663788 (0.20130556704622976) | > loss_0: 2.136385679244995 (2.2317787368645825) | > grad_norm_0: tensor(33.0191, device='cuda:0') (tensor(47.0699, device='cuda:0')) | > loss_gen: 3.0937819480895996 (2.7747300635562855) | > loss_kl: 1.9935694932937622 (2.1222818741637655) | > loss_feat: 9.383296966552734 (8.375668589988454) | > loss_mel: 16.262849807739258 (14.901627433433962) | > loss_duration: 1.5747376680374146 (1.5936974782622262) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.3082389831543 (29.76800554254082) | > grad_norm_1: tensor(1006.9912, device='cuda:0') (tensor(803.7208, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.9094 (0.9247842317216852) | > loader_time: 0.0091 (0.010980868607424617)  --> TIME: 2025-02-21 11:14:16 -- STEP: 139/924 -- GLOBAL_STEP: 209550 | > loss_disc: 2.3107690811157227 (2.2388036954317156) | > loss_disc_real_0: 0.1639672964811325 (0.1334795368661126) | > loss_disc_real_1: 0.19536148011684418 (0.19046222981360317) | > loss_disc_real_2: 0.2157253921031952 (0.2016124786447278) | > loss_disc_real_3: 0.20333074033260345 (0.20654027528471228) | > loss_disc_real_4: 0.18525385856628418 (0.2043825948624302) | > loss_disc_real_5: 0.24872919917106628 (0.2042026507983105) | > loss_0: 2.3107690811157227 (2.2388036954317156) | > grad_norm_0: tensor(40.4714, device='cuda:0') (tensor(48.5393, device='cuda:0')) | > loss_gen: 2.6013147830963135 (2.7790437379329322) | > loss_kl: 2.1084392070770264 (2.112273451235654) | > loss_feat: 7.344034194946289 (8.41005610733581) | > loss_mel: 13.758014678955078 (14.95608720161932) | > loss_duration: 1.6319169998168945 (1.5939736915149276) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.44371795654297 (29.851434309705557) | > grad_norm_1: tensor(371.7911, device='cuda:0') (tensor(778.6506, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.9293 (0.9229414771786697) | > loader_time: 0.0107 (0.011001549178747821)  --> TIME: 2025-02-21 11:15:03 -- STEP: 189/924 -- GLOBAL_STEP: 209600 | > loss_disc: 2.190084934234619 (2.2283384396285593) | > loss_disc_real_0: 0.11658008396625519 (0.13358954162824718) | > loss_disc_real_1: 0.19929258525371552 (0.18912482064552405) | > loss_disc_real_2: 0.19271080195903778 (0.20059449734195828) | > loss_disc_real_3: 0.20951072871685028 (0.20570985752123375) | > loss_disc_real_4: 0.22846198081970215 (0.20368429529603826) | > loss_disc_real_5: 0.2051694393157959 (0.2040624887381912) | > loss_0: 2.190084934234619 (2.2283384396285593) | > grad_norm_0: tensor(55.2447, device='cuda:0') (tensor(47.5716, device='cuda:0')) | > loss_gen: 2.820086717605591 (2.7851906529179327) | > loss_kl: 2.2007737159729004 (2.1103256821001635) | > loss_feat: 9.092045783996582 (8.47763285308918) | > loss_mel: 15.337343215942383 (15.03748123229496) | > loss_duration: 1.5692789554595947 (1.5925553393742398) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.019529342651367 (30.003185796989964) | > grad_norm_1: tensor(838.7036, device='cuda:0') (tensor(774.7995, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.9422 (0.9229654925210136) | > loader_time: 0.0116 (0.011009423190323761)  --> TIME: 2025-02-21 11:15:50 -- STEP: 239/924 -- GLOBAL_STEP: 209650 | > loss_disc: 2.199420928955078 (2.234614934881363) | > loss_disc_real_0: 0.13887439668178558 (0.1345722854573856) | > loss_disc_real_1: 0.18141412734985352 (0.18937569220694536) | > loss_disc_real_2: 0.18155494332313538 (0.2014245877206076) | > loss_disc_real_3: 0.1975315511226654 (0.20570041488653446) | > loss_disc_real_4: 0.19838599860668182 (0.20363377296525564) | > loss_disc_real_5: 0.21964755654335022 (0.20401271148954975) | > loss_0: 2.199420928955078 (2.234614934881363) | > grad_norm_0: tensor(58.1458, device='cuda:0') (tensor(48.6194, device='cuda:0')) | > loss_gen: 2.8217971324920654 (2.7841792964536274) | > loss_kl: 1.922792911529541 (2.1096794630194315) | > loss_feat: 8.633045196533203 (8.466254018839429) | > loss_mel: 15.047301292419434 (15.066708393176729) | > loss_duration: 1.5907323360443115 (1.5942252894325737) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.015666961669922 (30.02104641104343) | > grad_norm_1: tensor(1034.3796, device='cuda:0') (tensor(768.0471, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.9405 (0.9237309629448288) | > loader_time: 0.0106 (0.010977735080479577)  --> TIME: 2025-02-21 11:16:37 -- STEP: 289/924 -- GLOBAL_STEP: 209700 | > loss_disc: 2.2913527488708496 (2.2289829872883744) | > loss_disc_real_0: 0.09369359165430069 (0.1335986354823344) | > loss_disc_real_1: 0.18286457657814026 (0.18898997922463395) | > loss_disc_real_2: 0.24689799547195435 (0.2013729762247277) | > loss_disc_real_3: 0.19207505881786346 (0.204657382051425) | > loss_disc_real_4: 0.22015075385570526 (0.20357537403651174) | > loss_disc_real_5: 0.17438027262687683 (0.20294708591018998) | > loss_0: 2.2913527488708496 (2.2289829872883744) | > grad_norm_0: tensor(44.4771, device='cuda:0') (tensor(48.8783, device='cuda:0')) | > loss_gen: 2.796586751937866 (2.7876752561351426) | > loss_kl: 2.3800442218780518 (2.111365437095141) | > loss_feat: 8.853463172912598 (8.480302652273208) | > loss_mel: 15.319978713989258 (15.033798894255218) | > loss_duration: 1.6231101751327515 (1.5944798978554753) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.973182678222656 (30.007622042329253) | > grad_norm_1: tensor(650.2285, device='cuda:0') (tensor(776.6272, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.9285 (0.9243969306813804) | > loader_time: 0.0108 (0.011011385175183568)  --> TIME: 2025-02-21 11:17:26 -- STEP: 339/924 -- GLOBAL_STEP: 209750 | > loss_disc: 2.303941488265991 (2.2285240392769348) | > loss_disc_real_0: 0.15027953684329987 (0.1338328897161822) | > loss_disc_real_1: 0.1599353700876236 (0.18849675744156574) | > loss_disc_real_2: 0.25109192728996277 (0.2018252303027122) | > loss_disc_real_3: 0.21670685708522797 (0.204255364197897) | > loss_disc_real_4: 0.23727840185165405 (0.2037793492409332) | > loss_disc_real_5: 0.19282585382461548 (0.20241535817627357) | > loss_0: 2.303941488265991 (2.2285240392769348) | > grad_norm_0: tensor(64.9839, device='cuda:0') (tensor(49.1762, device='cuda:0')) | > loss_gen: 2.7892730236053467 (2.7860144084885414) | > loss_kl: 2.1374311447143555 (2.1069957900539613) | > loss_feat: 8.389799118041992 (8.471171673068602) | > loss_mel: 15.459830284118652 (15.021840590642968) | > loss_duration: 1.5980106592178345 (1.5951051641706169) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.374343872070312 (29.98112753921554) | > grad_norm_1: tensor(1129.3770, device='cuda:0') (tensor(777.4924, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.9246 (0.9277491210836225) | > loader_time: 0.0108 (0.011128838435035183)  --> TIME: 2025-02-21 11:18:13 -- STEP: 389/924 -- GLOBAL_STEP: 209800 | > loss_disc: 2.2416038513183594 (2.228379806087074) | > loss_disc_real_0: 0.12524555623531342 (0.13420563328120586) | > loss_disc_real_1: 0.20132313668727875 (0.18813249514771002) | > loss_disc_real_2: 0.2167961448431015 (0.20174611714168195) | > loss_disc_real_3: 0.22333107888698578 (0.20444472310322415) | > loss_disc_real_4: 0.21489369869232178 (0.20373108630621647) | > loss_disc_real_5: 0.20682959258556366 (0.20197178921386943) | > loss_0: 2.2416038513183594 (2.228379806087074) | > grad_norm_0: tensor(31.9389, device='cuda:0') (tensor(49.7121, device='cuda:0')) | > loss_gen: 2.8894896507263184 (2.7874612955323834) | > loss_kl: 1.9765034914016724 (2.1040685808137636) | > loss_feat: 9.135904312133789 (8.472287565393126) | > loss_mel: 15.871831893920898 (15.000928528204675) | > loss_duration: 1.5797264575958252 (1.5953327441889706) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.45345687866211 (29.96007861943968) | > grad_norm_1: tensor(349.3768, device='cuda:0') (tensor(764.2310, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.9283 (0.9289245991596526) | > loader_time: 0.0112 (0.011145042576336306)  --> TIME: 2025-02-21 11:19:01 -- STEP: 439/924 -- GLOBAL_STEP: 209850 | > loss_disc: 2.1503140926361084 (2.2269924583087497) | > loss_disc_real_0: 0.14205393195152283 (0.1344572775710824) | > loss_disc_real_1: 0.18401074409484863 (0.18824431945088244) | > loss_disc_real_2: 0.16932176053524017 (0.20175097601017267) | > loss_disc_real_3: 0.21126914024353027 (0.20422603763589012) | > loss_disc_real_4: 0.22032657265663147 (0.20353814165250045) | > loss_disc_real_5: 0.20946337282657623 (0.2016863719749016) | > loss_0: 2.1503140926361084 (2.2269924583087497) | > grad_norm_0: tensor(39.8272, device='cuda:0') (tensor(47.9589, device='cuda:0')) | > loss_gen: 2.8822309970855713 (2.781249812632324) | > loss_kl: 2.0765602588653564 (2.102049088966876) | > loss_feat: 9.068441390991211 (8.461266135300482) | > loss_mel: 15.309455871582031 (14.996080250837808) | > loss_duration: 1.5890181064605713 (1.5953174321689476) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.925704956054688 (29.935962633554375) | > grad_norm_1: tensor(735.9578, device='cuda:0') (tensor(727.5444, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.9246 (0.9294644982505225) | > loader_time: 0.0108 (0.01114896435400891)  --> TIME: 2025-02-21 11:19:49 -- STEP: 489/924 -- GLOBAL_STEP: 209900 | > loss_disc: 2.3157777786254883 (2.2288697862917677) | > loss_disc_real_0: 0.11989165097475052 (0.1341290603675603) | > loss_disc_real_1: 0.21095779538154602 (0.18859771649774112) | > loss_disc_real_2: 0.1945188194513321 (0.20225458615030978) | > loss_disc_real_3: 0.1756991297006607 (0.20429181488866943) | > loss_disc_real_4: 0.21570970118045807 (0.2036784875124754) | > loss_disc_real_5: 0.20204466581344604 (0.20185346764289527) | > loss_0: 2.3157777786254883 (2.2288697862917677) | > grad_norm_0: tensor(41.2616, device='cuda:0') (tensor(47.6647, device='cuda:0')) | > loss_gen: 2.677255153656006 (2.7781903504837753) | > loss_kl: 1.915932059288025 (2.102085601088952) | > loss_feat: 7.997708320617676 (8.443175788793587) | > loss_mel: 14.144455909729004 (14.969078738752806) | > loss_duration: 1.5801231861114502 (1.5950343850200162) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.315475463867188 (29.887564762482125) | > grad_norm_1: tensor(430.8167, device='cuda:0') (tensor(733.2295, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.9273 (0.930643179665314) | > loader_time: 0.0106 (0.011193573840556699)  --> TIME: 2025-02-21 11:20:36 -- STEP: 539/924 -- GLOBAL_STEP: 209950 | > loss_disc: 2.3324601650238037 (2.22803458565905) | > loss_disc_real_0: 0.14630554616451263 (0.13410315003957948) | > loss_disc_real_1: 0.17617538571357727 (0.18864723536875344) | > loss_disc_real_2: 0.212056964635849 (0.20192693903738143) | > loss_disc_real_3: 0.18709084391593933 (0.2042608253091076) | > loss_disc_real_4: 0.25416773557662964 (0.20377309946602484) | > loss_disc_real_5: 0.23433321714401245 (0.20214744785831676) | > loss_0: 2.3324601650238037 (2.22803458565905) | > grad_norm_0: tensor(30.1410, device='cuda:0') (tensor(47.5145, device='cuda:0')) | > loss_gen: 2.5061933994293213 (2.779008754772689) | > loss_kl: 2.042139768600464 (2.104777585597565) | > loss_feat: 7.844409465789795 (8.450045999657913) | > loss_mel: 14.79672622680664 (14.971759168026841) | > loss_duration: 1.635257363319397 (1.5954264055156535) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.824726104736328 (29.90101784898974) | > grad_norm_1: tensor(298.3737, device='cuda:0') (tensor(736.6302, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.9811 (0.9304861743728836) | > loader_time: 0.0132 (0.01122273761841273)  --> TIME: 2025-02-21 11:21:23 -- STEP: 589/924 -- GLOBAL_STEP: 210000 | > loss_disc: 2.1215291023254395 (2.226574704278711) | > loss_disc_real_0: 0.18768195807933807 (0.13381392109652124) | > loss_disc_real_1: 0.15497596561908722 (0.1884351608253295) | > loss_disc_real_2: 0.22957392036914825 (0.20167325345992226) | > loss_disc_real_3: 0.20407404005527496 (0.2042883344386754) | > loss_disc_real_4: 0.19329531490802765 (0.20372011101407791) | > loss_disc_real_5: 0.2303800880908966 (0.20226393417409397) | > loss_0: 2.1215291023254395 (2.226574704278711) | > grad_norm_0: tensor(76.7782, device='cuda:0') (tensor(47.5184, device='cuda:0')) | > loss_gen: 3.1567530632019043 (2.7800681186248566) | > loss_kl: 2.2583162784576416 (2.100994065581037) | > loss_feat: 9.980998039245605 (8.454762696815065) | > loss_mel: 16.864757537841797 (14.967129652285616) | > loss_duration: 1.58695387840271 (1.5953687775519594) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.8477783203125 (29.89832325661729) | > grad_norm_1: tensor(729.7734, device='cuda:0') (tensor(741.9270, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.9438 (0.9308900468823056) | > loader_time: 0.0109 (0.011238983005335861) > CHECKPOINT : yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000/checkpoint_210000.pth  --> TIME: 2025-02-21 11:22:14 -- STEP: 639/924 -- GLOBAL_STEP: 210050 | > loss_disc: 2.1709165573120117 (2.2266300836452664) | > loss_disc_real_0: 0.12073135375976562 (0.1339218016649729) | > loss_disc_real_1: 0.1749657690525055 (0.18865158237481902) | > loss_disc_real_2: 0.20280660688877106 (0.20171172781636085) | > loss_disc_real_3: 0.24625858664512634 (0.20424687092852714) | > loss_disc_real_4: 0.18659910559654236 (0.2037579417695088) | > loss_disc_real_5: 0.2550034821033478 (0.20205976633305467) | > loss_0: 2.1709165573120117 (2.2266300836452664) | > grad_norm_0: tensor(58.7156, device='cuda:0') (tensor(47.6844, device='cuda:0')) | > loss_gen: 2.9420828819274902 (2.782414771768034) | > loss_kl: 2.153010129928589 (2.10511978933696) | > loss_feat: 9.588094711303711 (8.46768225041541) | > loss_mel: 15.74757194519043 (14.981974276391925) | > loss_duration: 1.6197398900985718 (1.5950408465052632) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.05050277709961 (29.932231885166797) | > grad_norm_1: tensor(1142.9741, device='cuda:0') (tensor(742.5377, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.9545 (0.9320633900184213) | > loader_time: 0.0115 (0.011276519727632286)  --> TIME: 2025-02-21 11:23:02 -- STEP: 689/924 -- GLOBAL_STEP: 210100 | > loss_disc: 2.2030811309814453 (2.2257160555641597) | > loss_disc_real_0: 0.08258424699306488 (0.1330448275456322) | > loss_disc_real_1: 0.22499367594718933 (0.18846584860835608) | > loss_disc_real_2: 0.1801159679889679 (0.2015899168476138) | > loss_disc_real_3: 0.1937996745109558 (0.20414979835899205) | > loss_disc_real_4: 0.21088741719722748 (0.20381593996191225) | > loss_disc_real_5: 0.17600202560424805 (0.2024069023798443) | > loss_0: 2.2030811309814453 (2.2257160555641597) | > grad_norm_0: tensor(39.2153, device='cuda:0') (tensor(47.6634, device='cuda:0')) | > loss_gen: 2.825629711151123 (2.783322981030224) | > loss_kl: 2.181156635284424 (2.104348968179206) | > loss_feat: 8.309728622436523 (8.475638463639035) | > loss_mel: 13.800429344177246 (14.972322569184103) | > loss_duration: 1.5705528259277344 (1.5946372342559536) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.687496185302734 (29.930270163172043) | > grad_norm_1: tensor(830.4726, device='cuda:0') (tensor(748.7376, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.9452 (0.932665022087374) | > loader_time: 0.0134 (0.011300891162003075)  --> TIME: 2025-02-21 11:23:50 -- STEP: 739/924 -- GLOBAL_STEP: 210150 | > loss_disc: 2.2128217220306396 (2.22560897957488) | > loss_disc_real_0: 0.15343821048736572 (0.132679169758126) | > loss_disc_real_1: 0.21976429224014282 (0.18836960017035875) | > loss_disc_real_2: 0.17618566751480103 (0.2018622018205297) | > loss_disc_real_3: 0.2095717191696167 (0.20433373049566977) | > loss_disc_real_4: 0.21223264932632446 (0.20399160312138317) | > loss_disc_real_5: 0.1773410141468048 (0.2025029333623401) | > loss_0: 2.2128217220306396 (2.22560897957488) | > grad_norm_0: tensor(85.8098, device='cuda:0') (tensor(47.7967, device='cuda:0')) | > loss_gen: 2.807806968688965 (2.784538950423263) | > loss_kl: 1.9239691495895386 (2.105382793165839) | > loss_feat: 8.266805648803711 (8.481099978512786) | > loss_mel: 14.256321907043457 (14.981245483532648) | > loss_duration: 1.6027640104293823 (1.594779315272269) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.857669830322266 (29.947046447671315) | > grad_norm_1: tensor(1024.5009, device='cuda:0') (tensor(753.4498, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.9463 (0.9330447136307279) | > loader_time: 0.0136 (0.01134612240875203)  --> TIME: 2025-02-21 11:24:37 -- STEP: 789/924 -- GLOBAL_STEP: 210200 | > loss_disc: 2.2483601570129395 (2.2271680695928997) | > loss_disc_real_0: 0.16092611849308014 (0.13345412032723578) | > loss_disc_real_1: 0.1864636093378067 (0.18846474674793554) | > loss_disc_real_2: 0.18679095804691315 (0.20174939626372207) | > loss_disc_real_3: 0.19594699144363403 (0.20420375853512532) | > loss_disc_real_4: 0.19765792787075043 (0.2041830282058703) | > loss_disc_real_5: 0.15734432637691498 (0.2025072991432497) | > loss_0: 2.2483601570129395 (2.2271680695928997) | > grad_norm_0: tensor(64.0063, device='cuda:0') (tensor(48.0733, device='cuda:0')) | > loss_gen: 2.6653993129730225 (2.784300760322347) | > loss_kl: 2.1819186210632324 (2.1065801598122254) | > loss_feat: 8.349246978759766 (8.476668073197297) | > loss_mel: 15.463140487670898 (14.975428575194229) | > loss_duration: 1.5649534463882446 (1.5951876646363397) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.224658966064453 (29.93816516668322) | > grad_norm_1: tensor(801.0726, device='cuda:0') (tensor(752.8873, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.9256 (0.9327524539333484) | > loader_time: 0.0112 (0.011347023102116074)  --> TIME: 2025-02-21 11:25:24 -- STEP: 839/924 -- GLOBAL_STEP: 210250 | > loss_disc: 2.1479926109313965 (2.2280817085852624) | > loss_disc_real_0: 0.05696714296936989 (0.1336546191219706) | > loss_disc_real_1: 0.16542893648147583 (0.18849912919858924) | > loss_disc_real_2: 0.1951613575220108 (0.2017779421678459) | > loss_disc_real_3: 0.2504322826862335 (0.2042810801634204) | > loss_disc_real_4: 0.1786329299211502 (0.204305961958984) | > loss_disc_real_5: 0.1533566564321518 (0.20258128715854434) | > loss_0: 2.1479926109313965 (2.2280817085852624) | > grad_norm_0: tensor(32.0238, device='cuda:0') (tensor(47.8896, device='cuda:0')) | > loss_gen: 2.807368040084839 (2.782028544077002) | > loss_kl: 2.27388596534729 (2.105913381752728) | > loss_feat: 9.59402847290039 (8.473121267962101) | > loss_mel: 15.785687446594238 (14.973543857078871) | > loss_duration: 1.6091935634613037 (1.5948475677435683) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.07016372680664 (29.929454567037407) | > grad_norm_1: tensor(871.2871, device='cuda:0') (tensor(751.0043, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.904 (0.9315912808792242) | > loader_time: 0.0107 (0.011326418161676384)  --> TIME: 2025-02-21 11:26:11 -- STEP: 889/924 -- GLOBAL_STEP: 210300 | > loss_disc: 2.266183614730835 (2.2267524386149544) | > loss_disc_real_0: 0.16292475163936615 (0.13340366601994252) | > loss_disc_real_1: 0.16803190112113953 (0.18839806614965368) | > loss_disc_real_2: 0.17707762122154236 (0.20156108521771512) | > loss_disc_real_3: 0.19513267278671265 (0.2040201884990871) | > loss_disc_real_4: 0.1936279535293579 (0.20413215010855404) | > loss_disc_real_5: 0.20795004069805145 (0.2027181924998559) | > loss_0: 2.266183614730835 (2.2267524386149544) | > grad_norm_0: tensor(80.3682, device='cuda:0') (tensor(48.0964, device='cuda:0')) | > loss_gen: 2.755403757095337 (2.7841171893816012) | > loss_kl: 2.1205317974090576 (2.105983655954242) | > loss_feat: 7.833693504333496 (8.484611095003668) | > loss_mel: 14.537842750549316 (14.993117673592842) | > loss_duration: 1.6013071537017822 (1.594994625170937) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.848779678344727 (29.962824189622705) | > grad_norm_1: tensor(988.6483, device='cuda:0') (tensor(751.6749, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.9426 (0.931356757778687) | > loader_time: 0.0141 (0.01133878024544303)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.407203435897827 (2.407203435897827) | > loss_disc_real_0: 0.23293417692184448 (0.23293417692184448) | > loss_disc_real_1: 0.17877645790576935 (0.17877645790576935) | > loss_disc_real_2: 0.19444604218006134 (0.19444604218006134) | > loss_disc_real_3: 0.26988983154296875 (0.26988983154296875) | > loss_disc_real_4: 0.24990543723106384 (0.24990543723106384) | > loss_disc_real_5: 0.22707779705524445 (0.22707779705524445) | > loss_0: 2.407203435897827 (2.407203435897827) | > loss_gen: 2.6706225872039795 (2.6706225872039795) | > loss_kl: 1.9525394439697266 (1.9525394439697266) | > loss_feat: 6.911403656005859 (6.911403656005859) | > loss_mel: 12.7940673828125 (12.7940673828125) | > loss_duration: 1.682246208190918 (1.682246208190918) | > loss_1: 26.010879516601562 (26.010879516601562)  --> STEP: 1 | > loss_disc: 2.340710163116455 (2.340710163116455) | > loss_disc_real_0: 0.2248644083738327 (0.2248644083738327) | > loss_disc_real_1: 0.14239813387393951 (0.14239813387393951) | > loss_disc_real_2: 0.21029864251613617 (0.21029864251613617) | > loss_disc_real_3: 0.27855685353279114 (0.27855685353279114) | > loss_disc_real_4: 0.23423822224140167 (0.23423822224140167) | > loss_disc_real_5: 0.22623546421527863 (0.22623546421527863) | > loss_0: 2.340710163116455 (2.340710163116455) | > loss_gen: 2.8000898361206055 (2.8000898361206055) | > loss_kl: 1.9195524454116821 (1.9195524454116821) | > loss_feat: 8.355728149414062 (8.355728149414062) | > loss_mel: 14.059090614318848 (14.059090614318848) | > loss_duration: 1.6969847679138184 (1.6969847679138184) | > loss_1: 28.831445693969727 (28.831445693969727)  --> STEP: 2 | > loss_disc: 2.3445487022399902 (2.3426294326782227) | > loss_disc_real_0: 0.23374739289283752 (0.2293059006333351) | > loss_disc_real_1: 0.17802435159683228 (0.1602112427353859) | > loss_disc_real_2: 0.21458472311496735 (0.21244168281555176) | > loss_disc_real_3: 0.25837641954421997 (0.26846663653850555) | > loss_disc_real_4: 0.26169899106025696 (0.24796860665082932) | > loss_disc_real_5: 0.2839876115322113 (0.25511153787374496) | > loss_0: 2.3445487022399902 (2.3426294326782227) | > loss_gen: 2.9657046794891357 (2.8828972578048706) | > loss_kl: 2.1235997676849365 (2.0215761065483093) | > loss_feat: 7.585408687591553 (7.970568418502808) | > loss_mel: 14.714539527893066 (14.386815071105957) | > loss_duration: 1.5924572944641113 (1.6447210311889648) | > loss_1: 28.981708526611328 (28.906577110290527)  --> STEP: 3 | > loss_disc: 2.395021438598633 (2.360093434651693) | > loss_disc_real_0: 0.23765425384044647 (0.23208868503570557) | > loss_disc_real_1: 0.19037780165672302 (0.1702667623758316) | > loss_disc_real_2: 0.19610953330993652 (0.20699763298034668) | > loss_disc_real_3: 0.2182854413986206 (0.25173957149187726) | > loss_disc_real_4: 0.2487936019897461 (0.24824360509713492) | > loss_disc_real_5: 0.2695482075214386 (0.2599237610896428) | > loss_0: 2.395021438598633 (2.360093434651693) | > loss_gen: 2.6995863914489746 (2.8217936356862388) | > loss_kl: 2.113257884979248 (2.052136699358622) | > loss_feat: 7.14415979385376 (7.695098876953125) | > loss_mel: 13.101648330688477 (13.958426157633463) | > loss_duration: 1.6677547693252563 (1.652398943901062) | > loss_1: 26.726408004760742 (28.179854075113933)  --> STEP: 4 | > loss_disc: 2.3726730346679688 (2.3632383346557617) | > loss_disc_real_0: 0.22526298463344574 (0.2303822599351406) | > loss_disc_real_1: 0.17181754112243652 (0.17065445706248283) | > loss_disc_real_2: 0.19985084235668182 (0.20521093532443047) | > loss_disc_real_3: 0.22749723494052887 (0.24567898735404015) | > loss_disc_real_4: 0.24162903428077698 (0.24658996239304543) | > loss_disc_real_5: 0.2514752745628357 (0.25781163945794106) | > loss_0: 2.3726730346679688 (2.3632383346557617) | > loss_gen: 2.67360520362854 (2.784746527671814) | > loss_kl: 2.070620059967041 (2.056757539510727) | > loss_feat: 6.666433334350586 (7.43793249130249) | > loss_mel: 11.961210250854492 (13.45912218093872) | > loss_duration: 1.7713276147842407 (1.6821311116218567) | > loss_1: 25.14319610595703 (27.420689582824707)  --> STEP: 5 | > loss_disc: 2.0866639614105225 (2.307923460006714) | > loss_disc_real_0: 0.14770787954330444 (0.21384738385677338) | > loss_disc_real_1: 0.13609200716018677 (0.16374196708202363) | > loss_disc_real_2: 0.21878071129322052 (0.20792489051818847) | > loss_disc_real_3: 0.21644286811351776 (0.23983176350593566) | > loss_disc_real_4: 0.22612960636615753 (0.24249789118766785) | > loss_disc_real_5: 0.28602465987205505 (0.26345424354076385) | > loss_0: 2.0866639614105225 (2.307923460006714) | > loss_gen: 2.9262187480926514 (2.8130409717559814) | > loss_kl: 1.9508857727050781 (2.035583186149597) | > loss_feat: 8.719842910766602 (7.694314575195312) | > loss_mel: 17.482784271240234 (14.263854598999023) | > loss_duration: 1.5585287809371948 (1.6574106454849242) | > loss_1: 32.63825988769531 (28.46420364379883) --> EVAL PERFORMANCE | > avg_loader_time: 0.1525026321411133 (-0.0035114288330078125) | > avg_loss_disc: 2.307923460006714 (-0.09860467910766602) | > avg_loss_disc_real_0: 0.21384738385677338 (+0.09198184013366699) | > avg_loss_disc_real_1: 0.16374196708202363 (-0.06660881936550139) | > avg_loss_disc_real_2: 0.20792489051818847 (-0.058549970388412476) | > avg_loss_disc_real_3: 0.23983176350593566 (-0.002178052067756675) | > avg_loss_disc_real_4: 0.24249789118766785 (-0.0025496542453765925) | > avg_loss_disc_real_5: 0.26345424354076385 (+0.0732070416212082) | > avg_loss_0: 2.307923460006714 (-0.09860467910766602) | > avg_loss_gen: 2.8130409717559814 (+0.29700846672058123) | > avg_loss_kl: 2.035583186149597 (-0.09641413688659695) | > avg_loss_feat: 7.694314575195312 (+0.11752204895019513) | > avg_loss_mel: 14.263854598999023 (+0.5883974075317386) | > avg_loss_duration: 1.6574106454849242 (+0.003909492492675692) | > avg_loss_1: 28.46420364379883 (+0.9104228973388686)  > EPOCH: 178/1000 --> yourtts_luo/YourTTS-Luo-February-19-2025_07+16PM-0000000  > TRAINING (2025-02-21 11:26:52)