|
{ |
|
"best_metric": 0.6086750030517578, |
|
"best_model_checkpoint": "hBERTv1_data_aug_sst2/checkpoint-4374", |
|
"epoch": 6.0, |
|
"global_step": 26244, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"learning_rate": 4.9e-05, |
|
"loss": 0.2892, |
|
"step": 4374 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.7855504587155964, |
|
"eval_loss": 0.6086750030517578, |
|
"eval_runtime": 1.1244, |
|
"eval_samples_per_second": 775.522, |
|
"eval_steps_per_second": 3.557, |
|
"step": 4374 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"learning_rate": 4.8000228623685414e-05, |
|
"loss": 0.1628, |
|
"step": 8748 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.7809633027522935, |
|
"eval_loss": 0.7398399114608765, |
|
"eval_runtime": 1.1251, |
|
"eval_samples_per_second": 775.039, |
|
"eval_steps_per_second": 3.555, |
|
"step": 8748 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"learning_rate": 4.700068587105624e-05, |
|
"loss": 0.1151, |
|
"step": 13122 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.801605504587156, |
|
"eval_loss": 0.84917813539505, |
|
"eval_runtime": 1.1267, |
|
"eval_samples_per_second": 773.943, |
|
"eval_steps_per_second": 3.55, |
|
"step": 13122 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"learning_rate": 4.600114311842707e-05, |
|
"loss": 0.0917, |
|
"step": 17496 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.786697247706422, |
|
"eval_loss": 1.0381159782409668, |
|
"eval_runtime": 1.1306, |
|
"eval_samples_per_second": 771.304, |
|
"eval_steps_per_second": 3.538, |
|
"step": 17496 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"learning_rate": 4.500137174211249e-05, |
|
"loss": 0.0862, |
|
"step": 21870 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.786697247706422, |
|
"eval_loss": 0.9656515121459961, |
|
"eval_runtime": 1.1426, |
|
"eval_samples_per_second": 763.183, |
|
"eval_steps_per_second": 3.501, |
|
"step": 21870 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"learning_rate": 4.400205761316873e-05, |
|
"loss": 0.0762, |
|
"step": 26244 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.7821100917431193, |
|
"eval_loss": 1.0815026760101318, |
|
"eval_runtime": 1.1296, |
|
"eval_samples_per_second": 771.958, |
|
"eval_steps_per_second": 3.541, |
|
"step": 26244 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"step": 26244, |
|
"total_flos": 8.48521401219416e+17, |
|
"train_loss": 0.1368842709992939, |
|
"train_runtime": 24327.6462, |
|
"train_samples_per_second": 2301.125, |
|
"train_steps_per_second": 8.99 |
|
} |
|
], |
|
"max_steps": 218700, |
|
"num_train_epochs": 50, |
|
"total_flos": 8.48521401219416e+17, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|