|
{ |
|
"best_metric": 0.6307324171066284, |
|
"best_model_checkpoint": "hBERTv1_new_pretrain_48_emb_com_cola/checkpoint-134", |
|
"epoch": 7.0, |
|
"global_step": 469, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"learning_rate": 3.9200000000000004e-05, |
|
"loss": 0.639, |
|
"step": 67 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.6912751793861389, |
|
"eval_loss": 0.6325676441192627, |
|
"eval_matthews_correlation": 0.0, |
|
"eval_runtime": 4.7202, |
|
"eval_samples_per_second": 220.963, |
|
"eval_steps_per_second": 1.907, |
|
"step": 67 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"learning_rate": 3.8400000000000005e-05, |
|
"loss": 0.608, |
|
"step": 134 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.6912751793861389, |
|
"eval_loss": 0.6307324171066284, |
|
"eval_matthews_correlation": 0.0, |
|
"eval_runtime": 4.715, |
|
"eval_samples_per_second": 221.209, |
|
"eval_steps_per_second": 1.909, |
|
"step": 134 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"learning_rate": 3.76e-05, |
|
"loss": 0.6029, |
|
"step": 201 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.6912751793861389, |
|
"eval_loss": 0.6311112642288208, |
|
"eval_matthews_correlation": 0.0, |
|
"eval_runtime": 4.707, |
|
"eval_samples_per_second": 221.585, |
|
"eval_steps_per_second": 1.912, |
|
"step": 201 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"learning_rate": 3.680000000000001e-05, |
|
"loss": 0.5893, |
|
"step": 268 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.6836050152778625, |
|
"eval_loss": 0.6356986165046692, |
|
"eval_matthews_correlation": 0.00300496871017747, |
|
"eval_runtime": 4.7054, |
|
"eval_samples_per_second": 221.658, |
|
"eval_steps_per_second": 1.913, |
|
"step": 268 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"learning_rate": 3.6e-05, |
|
"loss": 0.5692, |
|
"step": 335 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.6605944633483887, |
|
"eval_loss": 0.6723994612693787, |
|
"eval_matthews_correlation": 0.026963793941824566, |
|
"eval_runtime": 4.7007, |
|
"eval_samples_per_second": 221.882, |
|
"eval_steps_per_second": 1.915, |
|
"step": 335 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"learning_rate": 3.52e-05, |
|
"loss": 0.5476, |
|
"step": 402 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.6548417806625366, |
|
"eval_loss": 0.6516734957695007, |
|
"eval_matthews_correlation": 0.08300801435614485, |
|
"eval_runtime": 4.7009, |
|
"eval_samples_per_second": 221.87, |
|
"eval_steps_per_second": 1.915, |
|
"step": 402 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"learning_rate": 3.44e-05, |
|
"loss": 0.5294, |
|
"step": 469 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_accuracy": 0.6855225563049316, |
|
"eval_loss": 0.6674203276634216, |
|
"eval_matthews_correlation": 0.06864834703912359, |
|
"eval_runtime": 4.7015, |
|
"eval_samples_per_second": 221.845, |
|
"eval_steps_per_second": 1.914, |
|
"step": 469 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"step": 469, |
|
"total_flos": 8873620000473088.0, |
|
"train_loss": 0.5836383193286497, |
|
"train_runtime": 969.9748, |
|
"train_samples_per_second": 440.785, |
|
"train_steps_per_second": 3.454 |
|
} |
|
], |
|
"max_steps": 3350, |
|
"num_train_epochs": 50, |
|
"total_flos": 8873620000473088.0, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|