whisper-small-mn-1 / trainer_state.json
bayartsogt's picture
End of training
8dcd9a6
raw
history blame contribute delete
No virus
5.71 kB
{
"best_metric": 46.68450950404195,
"best_model_checkpoint": "whisper-small-mn-1/checkpoint-1000",
"epoch": 4.25531914893617,
"global_step": 1000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.11,
"learning_rate": 4.2000000000000006e-07,
"loss": 5.6118,
"step": 25
},
{
"epoch": 0.21,
"learning_rate": 9.200000000000001e-07,
"loss": 4.1038,
"step": 50
},
{
"epoch": 0.32,
"learning_rate": 1.42e-06,
"loss": 3.0469,
"step": 75
},
{
"epoch": 0.43,
"learning_rate": 1.9200000000000003e-06,
"loss": 2.3402,
"step": 100
},
{
"epoch": 0.53,
"learning_rate": 2.42e-06,
"loss": 1.8563,
"step": 125
},
{
"epoch": 0.64,
"learning_rate": 2.92e-06,
"loss": 1.5393,
"step": 150
},
{
"epoch": 0.74,
"learning_rate": 3.4200000000000007e-06,
"loss": 1.2931,
"step": 175
},
{
"epoch": 0.85,
"learning_rate": 3.920000000000001e-06,
"loss": 1.1391,
"step": 200
},
{
"epoch": 0.96,
"learning_rate": 4.42e-06,
"loss": 1.0085,
"step": 225
},
{
"epoch": 1.06,
"learning_rate": 4.92e-06,
"loss": 0.9081,
"step": 250
},
{
"epoch": 1.17,
"learning_rate": 5.420000000000001e-06,
"loss": 0.799,
"step": 275
},
{
"epoch": 1.28,
"learning_rate": 5.92e-06,
"loss": 0.7243,
"step": 300
},
{
"epoch": 1.38,
"learning_rate": 6.42e-06,
"loss": 0.6708,
"step": 325
},
{
"epoch": 1.49,
"learning_rate": 6.92e-06,
"loss": 0.6082,
"step": 350
},
{
"epoch": 1.6,
"learning_rate": 7.420000000000001e-06,
"loss": 0.5165,
"step": 375
},
{
"epoch": 1.7,
"learning_rate": 7.92e-06,
"loss": 0.508,
"step": 400
},
{
"epoch": 1.81,
"learning_rate": 8.42e-06,
"loss": 0.4601,
"step": 425
},
{
"epoch": 1.91,
"learning_rate": 8.920000000000001e-06,
"loss": 0.4402,
"step": 450
},
{
"epoch": 2.02,
"learning_rate": 9.42e-06,
"loss": 0.4018,
"step": 475
},
{
"epoch": 2.13,
"learning_rate": 9.920000000000002e-06,
"loss": 0.321,
"step": 500
},
{
"epoch": 2.23,
"learning_rate": 9.58e-06,
"loss": 0.3206,
"step": 525
},
{
"epoch": 2.34,
"learning_rate": 9.080000000000001e-06,
"loss": 0.2949,
"step": 550
},
{
"epoch": 2.45,
"learning_rate": 8.580000000000001e-06,
"loss": 0.2875,
"step": 575
},
{
"epoch": 2.55,
"learning_rate": 8.08e-06,
"loss": 0.2795,
"step": 600
},
{
"epoch": 2.66,
"learning_rate": 7.58e-06,
"loss": 0.2773,
"step": 625
},
{
"epoch": 2.77,
"learning_rate": 7.08e-06,
"loss": 0.272,
"step": 650
},
{
"epoch": 2.87,
"learning_rate": 6.5800000000000005e-06,
"loss": 0.2581,
"step": 675
},
{
"epoch": 2.98,
"learning_rate": 6.08e-06,
"loss": 0.2452,
"step": 700
},
{
"epoch": 3.09,
"learning_rate": 5.580000000000001e-06,
"loss": 0.1737,
"step": 725
},
{
"epoch": 3.19,
"learning_rate": 5.0800000000000005e-06,
"loss": 0.1631,
"step": 750
},
{
"epoch": 3.3,
"learning_rate": 4.58e-06,
"loss": 0.1633,
"step": 775
},
{
"epoch": 3.4,
"learning_rate": 4.08e-06,
"loss": 0.1502,
"step": 800
},
{
"epoch": 3.51,
"learning_rate": 3.58e-06,
"loss": 0.1572,
"step": 825
},
{
"epoch": 3.62,
"learning_rate": 3.08e-06,
"loss": 0.1527,
"step": 850
},
{
"epoch": 3.72,
"learning_rate": 2.5800000000000003e-06,
"loss": 0.1572,
"step": 875
},
{
"epoch": 3.83,
"learning_rate": 2.08e-06,
"loss": 0.1475,
"step": 900
},
{
"epoch": 3.94,
"learning_rate": 1.5800000000000001e-06,
"loss": 0.154,
"step": 925
},
{
"epoch": 4.04,
"learning_rate": 1.08e-06,
"loss": 0.1399,
"step": 950
},
{
"epoch": 4.15,
"learning_rate": 5.800000000000001e-07,
"loss": 0.1113,
"step": 975
},
{
"epoch": 4.26,
"learning_rate": 8e-08,
"loss": 0.1121,
"step": 1000
},
{
"epoch": 4.26,
"eval_cer": 16.169474642348053,
"eval_loss": 0.45367762446403503,
"eval_runtime": 754.8724,
"eval_samples_per_second": 2.498,
"eval_steps_per_second": 0.156,
"eval_wer": 46.68450950404195,
"step": 1000
},
{
"epoch": 4.26,
"step": 1000,
"total_flos": 9.20933729501184e+18,
"train_loss": 0.8078537247180939,
"train_runtime": 2154.9671,
"train_samples_per_second": 14.849,
"train_steps_per_second": 0.464
},
{
"epoch": 4.26,
"eval_cer": 16.169474642348053,
"eval_loss": 0.45367762446403503,
"eval_runtime": 757.0424,
"eval_samples_per_second": 2.491,
"eval_steps_per_second": 0.156,
"eval_wer": 46.68450950404195,
"step": 1000
}
],
"max_steps": 1000,
"num_train_epochs": 5,
"total_flos": 9.20933729501184e+18,
"trial_name": null,
"trial_params": null
}