|
{ |
|
"best_metric": 0.8404789494013132, |
|
"best_model_checkpoint": "bert-base-uncased-Research_Articles_Multilabel/checkpoint-6291", |
|
"epoch": 3.0, |
|
"global_step": 6291, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.0, |
|
"learning_rate": 1.9996820855189955e-05, |
|
"loss": 0.6859, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"learning_rate": 1.3333333333333333e-05, |
|
"loss": 0.2425, |
|
"step": 2097 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.7067238912732475, |
|
"eval_f1": 0.8347927612375948, |
|
"eval_loss": 0.19481222331523895, |
|
"eval_roc_auc": 0.8920854689886804, |
|
"eval_runtime": 51.1647, |
|
"eval_samples_per_second": 40.985, |
|
"eval_steps_per_second": 5.14, |
|
"step": 2097 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"learning_rate": 6.666666666666667e-06, |
|
"loss": 0.1739, |
|
"step": 4194 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.7072007629947544, |
|
"eval_f1": 0.83478936128907, |
|
"eval_loss": 0.1986200213432312, |
|
"eval_roc_auc": 0.8926225806531218, |
|
"eval_runtime": 51.1631, |
|
"eval_samples_per_second": 40.987, |
|
"eval_steps_per_second": 5.14, |
|
"step": 4194 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"learning_rate": 0.0, |
|
"loss": 0.1328, |
|
"step": 6291 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.7081545064377682, |
|
"eval_f1": 0.8404789494013132, |
|
"eval_loss": 0.20385245978832245, |
|
"eval_roc_auc": 0.897647591573035, |
|
"eval_runtime": 51.1537, |
|
"eval_samples_per_second": 40.994, |
|
"eval_steps_per_second": 5.141, |
|
"step": 6291 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"step": 6291, |
|
"total_flos": 5930277461969802.0, |
|
"train_loss": 0.18313796083265071, |
|
"train_runtime": 2584.8342, |
|
"train_samples_per_second": 19.469, |
|
"train_steps_per_second": 2.434 |
|
} |
|
], |
|
"max_steps": 6291, |
|
"num_train_epochs": 3, |
|
"total_flos": 5930277461969802.0, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|