whisper-medium-BTCv4 / trainer_state.json
rjac's picture
End of training
c274e43
{
"best_metric": 6.624661667480143,
"best_model_checkpoint": "whisper-stakwork-crypto/checkpoint-275",
"epoch": 16.04,
"global_step": 350,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.03,
"learning_rate": 8e-09,
"loss": 0.8207,
"step": 10
},
{
"epoch": 0.06,
"learning_rate": 2.1333333333333332e-08,
"loss": 0.8163,
"step": 20
},
{
"epoch": 1.01,
"eval_loss": 0.8355672955513,
"eval_runtime": 119.9965,
"eval_samples_per_second": 2.283,
"eval_steps_per_second": 0.15,
"eval_wer": 10.063451213559924,
"step": 25
},
{
"epoch": 1.03,
"learning_rate": 3.4666666666666666e-08,
"loss": 0.8041,
"step": 30
},
{
"epoch": 1.05,
"learning_rate": 4.799999999999999e-08,
"loss": 0.8138,
"step": 40
},
{
"epoch": 2.02,
"learning_rate": 6.133333333333333e-08,
"loss": 0.7916,
"step": 50
},
{
"epoch": 2.02,
"eval_loss": 0.8102102875709534,
"eval_runtime": 128.996,
"eval_samples_per_second": 2.124,
"eval_steps_per_second": 0.14,
"eval_wer": 9.735102276256823,
"step": 50
},
{
"epoch": 2.05,
"learning_rate": 7.466666666666666e-08,
"loss": 0.7937,
"step": 60
},
{
"epoch": 3.02,
"learning_rate": 8.8e-08,
"loss": 0.7563,
"step": 70
},
{
"epoch": 3.03,
"eval_loss": 0.7621258497238159,
"eval_runtime": 118.1768,
"eval_samples_per_second": 2.319,
"eval_steps_per_second": 0.152,
"eval_wer": 9.508807738385766,
"step": 75
},
{
"epoch": 3.05,
"learning_rate": 1.0133333333333334e-07,
"loss": 0.7477,
"step": 80
},
{
"epoch": 4.02,
"learning_rate": 1.1466666666666666e-07,
"loss": 0.7275,
"step": 90
},
{
"epoch": 4.05,
"learning_rate": 1.28e-07,
"loss": 0.7154,
"step": 100
},
{
"epoch": 4.05,
"eval_loss": 0.7107397317886353,
"eval_runtime": 132.2935,
"eval_samples_per_second": 2.071,
"eval_steps_per_second": 0.136,
"eval_wer": 9.233704574699383,
"step": 100
},
{
"epoch": 5.01,
"learning_rate": 1.4133333333333333e-07,
"loss": 0.6774,
"step": 110
},
{
"epoch": 5.04,
"learning_rate": 1.5466666666666665e-07,
"loss": 0.6548,
"step": 120
},
{
"epoch": 5.06,
"eval_loss": 0.6588723659515381,
"eval_runtime": 118.5646,
"eval_samples_per_second": 2.311,
"eval_steps_per_second": 0.152,
"eval_wer": 9.38013045214536,
"step": 125
},
{
"epoch": 6.01,
"learning_rate": 1.68e-07,
"loss": 0.6362,
"step": 130
},
{
"epoch": 6.04,
"learning_rate": 1.8133333333333332e-07,
"loss": 0.6105,
"step": 140
},
{
"epoch": 7.01,
"learning_rate": 1.9466666666666666e-07,
"loss": 0.6017,
"step": 150
},
{
"epoch": 7.01,
"eval_loss": 0.6061531901359558,
"eval_runtime": 125.9398,
"eval_samples_per_second": 2.176,
"eval_steps_per_second": 0.143,
"eval_wer": 9.007410036828327,
"step": 150
},
{
"epoch": 7.04,
"learning_rate": 2.08e-07,
"loss": 0.5569,
"step": 160
},
{
"epoch": 8.01,
"learning_rate": 2.2133333333333333e-07,
"loss": 0.5333,
"step": 170
},
{
"epoch": 8.02,
"eval_loss": 0.5347172617912292,
"eval_runtime": 129.1421,
"eval_samples_per_second": 2.122,
"eval_steps_per_second": 0.139,
"eval_wer": 8.621378178107113,
"step": 175
},
{
"epoch": 8.03,
"learning_rate": 2.3466666666666665e-07,
"loss": 0.4959,
"step": 180
},
{
"epoch": 9.0,
"learning_rate": 2.48e-07,
"loss": 0.4715,
"step": 190
},
{
"epoch": 9.03,
"learning_rate": 2.613333333333333e-07,
"loss": 0.4493,
"step": 200
},
{
"epoch": 9.03,
"eval_loss": 0.47380271553993225,
"eval_runtime": 131.2715,
"eval_samples_per_second": 2.087,
"eval_steps_per_second": 0.137,
"eval_wer": 8.284154945201225,
"step": 200
},
{
"epoch": 9.06,
"learning_rate": 2.7466666666666664e-07,
"loss": 0.4248,
"step": 210
},
{
"epoch": 10.03,
"learning_rate": 2.88e-07,
"loss": 0.4016,
"step": 220
},
{
"epoch": 10.04,
"eval_loss": 0.43325528502464294,
"eval_runtime": 126.954,
"eval_samples_per_second": 2.158,
"eval_steps_per_second": 0.142,
"eval_wer": 7.117185073434797,
"step": 225
},
{
"epoch": 10.06,
"learning_rate": 3.0133333333333333e-07,
"loss": 0.4003,
"step": 230
},
{
"epoch": 11.03,
"learning_rate": 3.146666666666666e-07,
"loss": 0.374,
"step": 240
},
{
"epoch": 11.05,
"learning_rate": 3.2799999999999997e-07,
"loss": 0.3738,
"step": 250
},
{
"epoch": 11.05,
"eval_loss": 0.40573614835739136,
"eval_runtime": 120.1397,
"eval_samples_per_second": 2.281,
"eval_steps_per_second": 0.15,
"eval_wer": 6.7000931801038295,
"step": 250
},
{
"epoch": 12.02,
"learning_rate": 3.413333333333333e-07,
"loss": 0.346,
"step": 260
},
{
"epoch": 12.05,
"learning_rate": 3.5466666666666667e-07,
"loss": 0.3544,
"step": 270
},
{
"epoch": 13.01,
"eval_loss": 0.38816705346107483,
"eval_runtime": 121.943,
"eval_samples_per_second": 2.247,
"eval_steps_per_second": 0.148,
"eval_wer": 6.624661667480143,
"step": 275
},
{
"epoch": 13.02,
"learning_rate": 3.68e-07,
"loss": 0.3345,
"step": 280
},
{
"epoch": 13.05,
"learning_rate": 3.813333333333333e-07,
"loss": 0.3354,
"step": 290
},
{
"epoch": 14.02,
"learning_rate": 3.9466666666666665e-07,
"loss": 0.3294,
"step": 300
},
{
"epoch": 14.02,
"eval_loss": 0.37637442350387573,
"eval_runtime": 132.1904,
"eval_samples_per_second": 2.073,
"eval_steps_per_second": 0.136,
"eval_wer": 6.695656032302436,
"step": 300
},
{
"epoch": 14.05,
"learning_rate": 3.52e-07,
"loss": 0.321,
"step": 310
},
{
"epoch": 15.01,
"learning_rate": 2.72e-07,
"loss": 0.313,
"step": 320
},
{
"epoch": 15.03,
"eval_loss": 0.3692246973514557,
"eval_runtime": 129.104,
"eval_samples_per_second": 2.122,
"eval_steps_per_second": 0.139,
"eval_wer": 6.66015884989129,
"step": 325
},
{
"epoch": 15.04,
"learning_rate": 1.9199999999999997e-07,
"loss": 0.3141,
"step": 330
},
{
"epoch": 16.01,
"learning_rate": 1.1200000000000001e-07,
"loss": 0.3172,
"step": 340
},
{
"epoch": 16.04,
"learning_rate": 3.2e-08,
"loss": 0.3023,
"step": 350
},
{
"epoch": 16.04,
"eval_loss": 0.36682912707328796,
"eval_runtime": 127.3924,
"eval_samples_per_second": 2.151,
"eval_steps_per_second": 0.141,
"eval_wer": 6.646847406487109,
"step": 350
},
{
"epoch": 16.04,
"step": 350,
"total_flos": 1.125114850050048e+19,
"train_loss": 0.5347552497046334,
"train_runtime": 7389.0047,
"train_samples_per_second": 1.516,
"train_steps_per_second": 0.047
}
],
"max_steps": 350,
"num_train_epochs": 9223372036854775807,
"total_flos": 1.125114850050048e+19,
"trial_name": null,
"trial_params": null
}