File size: 4,254 Bytes
d87f8b2 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 |
{
"best_metric": 0.3125,
"best_model_checkpoint": "/content/drive/MyDrive/wav2vec2-large-xlsr-persian-asr-shemo/checkpoint-500",
"epoch": 6.25,
"eval_steps": 100,
"global_step": 1000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.62,
"learning_rate": 2.0000000000000003e-06,
"loss": 0.7523,
"step": 100
},
{
"epoch": 0.62,
"eval_loss": 0.6612452268600464,
"eval_runtime": 35.3134,
"eval_samples_per_second": 8.042,
"eval_steps_per_second": 1.019,
"eval_wer": 0.3148364485981308,
"step": 100
},
{
"epoch": 1.25,
"learning_rate": 4.000000000000001e-06,
"loss": 0.7773,
"step": 200
},
{
"epoch": 1.25,
"eval_loss": 0.662656843662262,
"eval_runtime": 34.5156,
"eval_samples_per_second": 8.228,
"eval_steps_per_second": 1.043,
"eval_wer": 0.31688084112149534,
"step": 200
},
{
"epoch": 1.88,
"learning_rate": 5.98e-06,
"loss": 0.7784,
"step": 300
},
{
"epoch": 1.88,
"eval_loss": 0.6524718403816223,
"eval_runtime": 34.9417,
"eval_samples_per_second": 8.128,
"eval_steps_per_second": 1.03,
"eval_wer": 0.3183411214953271,
"step": 300
},
{
"epoch": 2.5,
"learning_rate": 7.980000000000002e-06,
"loss": 0.7172,
"step": 400
},
{
"epoch": 2.5,
"eval_loss": 0.6591447591781616,
"eval_runtime": 34.0413,
"eval_samples_per_second": 8.343,
"eval_steps_per_second": 1.058,
"eval_wer": 0.31542056074766356,
"step": 400
},
{
"epoch": 3.12,
"learning_rate": 9.980000000000001e-06,
"loss": 0.7199,
"step": 500
},
{
"epoch": 3.12,
"eval_loss": 0.6764728426933289,
"eval_runtime": 36.1327,
"eval_samples_per_second": 7.86,
"eval_steps_per_second": 0.996,
"eval_wer": 0.3125,
"step": 500
},
{
"epoch": 3.75,
"learning_rate": 8.040000000000001e-06,
"loss": 0.7352,
"step": 600
},
{
"epoch": 3.75,
"eval_loss": 0.6473667025566101,
"eval_runtime": 33.8198,
"eval_samples_per_second": 8.397,
"eval_steps_per_second": 1.064,
"eval_wer": 0.31863317757009346,
"step": 600
},
{
"epoch": 4.38,
"learning_rate": 6.040000000000001e-06,
"loss": 0.7101,
"step": 700
},
{
"epoch": 4.38,
"eval_loss": 0.6569216847419739,
"eval_runtime": 33.8864,
"eval_samples_per_second": 8.381,
"eval_steps_per_second": 1.062,
"eval_wer": 0.3151285046728972,
"step": 700
},
{
"epoch": 5.0,
"learning_rate": 4.04e-06,
"loss": 0.723,
"step": 800
},
{
"epoch": 5.0,
"eval_loss": 0.6582573652267456,
"eval_runtime": 33.913,
"eval_samples_per_second": 8.374,
"eval_steps_per_second": 1.062,
"eval_wer": 0.316588785046729,
"step": 800
},
{
"epoch": 5.62,
"learning_rate": 2.04e-06,
"loss": 0.7084,
"step": 900
},
{
"epoch": 5.62,
"eval_loss": 0.6641855835914612,
"eval_runtime": 33.6663,
"eval_samples_per_second": 8.436,
"eval_steps_per_second": 1.069,
"eval_wer": 0.31542056074766356,
"step": 900
},
{
"epoch": 6.25,
"learning_rate": 4e-08,
"loss": 0.7013,
"step": 1000
},
{
"epoch": 6.25,
"eval_loss": 0.6618475317955017,
"eval_runtime": 36.0977,
"eval_samples_per_second": 7.868,
"eval_steps_per_second": 0.997,
"eval_wer": 0.3162967289719626,
"step": 1000
},
{
"epoch": 6.25,
"step": 1000,
"total_flos": 4.798362622332561e+18,
"train_loss": 0.7323020706176758,
"train_runtime": 4784.3201,
"train_samples_per_second": 3.344,
"train_steps_per_second": 0.209
}
],
"logging_steps": 100,
"max_steps": 1000,
"num_train_epochs": 7,
"save_steps": 100,
"total_flos": 4.798362622332561e+18,
"trial_name": null,
"trial_params": null
}
|