hBERTv1_data_aug_sst2 / trainer_state.json
gokuls's picture
End of training
1de0628
raw
history blame contribute delete
No virus
2.83 kB
{
"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
}