|
{ |
|
"best_metric": 0.6666666666666666, |
|
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-1/checkpoint-214", |
|
"epoch": 4.0, |
|
"eval_steps": 500, |
|
"global_step": 856, |
|
"is_hyper_param_search": true, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 3.7990000247955322, |
|
"learning_rate": 1.1192818975380277e-05, |
|
"loss": 0.6296, |
|
"step": 214 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.6666666666666666, |
|
"eval_f1": 0.0, |
|
"eval_loss": 0.609692394733429, |
|
"eval_mcc": 0.0, |
|
"eval_precision": 0.0, |
|
"eval_recall": 0.0, |
|
"eval_runtime": 3.1451, |
|
"eval_samples_per_second": 542.745, |
|
"eval_steps_per_second": 17.169, |
|
"step": 214 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 1.7419017553329468, |
|
"learning_rate": 7.461879316920185e-06, |
|
"loss": 0.6096, |
|
"step": 428 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.6666666666666666, |
|
"eval_f1": 0.0, |
|
"eval_loss": 0.6007484197616577, |
|
"eval_mcc": 0.0, |
|
"eval_precision": 0.0, |
|
"eval_recall": 0.0, |
|
"eval_runtime": 3.1123, |
|
"eval_samples_per_second": 548.47, |
|
"eval_steps_per_second": 17.351, |
|
"step": 428 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 2.929746627807617, |
|
"learning_rate": 3.7309396584600924e-06, |
|
"loss": 0.6033, |
|
"step": 642 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.6666666666666666, |
|
"eval_f1": 0.0, |
|
"eval_loss": 0.5944392085075378, |
|
"eval_mcc": 0.0, |
|
"eval_precision": 0.0, |
|
"eval_recall": 0.0, |
|
"eval_runtime": 3.1197, |
|
"eval_samples_per_second": 547.167, |
|
"eval_steps_per_second": 17.309, |
|
"step": 642 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 2.532806873321533, |
|
"learning_rate": 0.0, |
|
"loss": 0.5996, |
|
"step": 856 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.6666666666666666, |
|
"eval_f1": 0.0, |
|
"eval_loss": 0.5920132398605347, |
|
"eval_mcc": 0.0, |
|
"eval_precision": 0.0, |
|
"eval_recall": 0.0, |
|
"eval_runtime": 3.1386, |
|
"eval_samples_per_second": 543.88, |
|
"eval_steps_per_second": 17.205, |
|
"step": 856 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 856, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 4, |
|
"save_steps": 500, |
|
"total_flos": 2099102657760.0, |
|
"train_batch_size": 32, |
|
"trial_name": null, |
|
"trial_params": { |
|
"alpha": 0.9645989967572975, |
|
"learning_rate": 1.492375863384037e-05, |
|
"num_train_epochs": 4, |
|
"temperature": 9 |
|
} |
|
} |
|
|