|
{ |
|
"best_metric": 0.8222477064220184, |
|
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-1/checkpoint-1581", |
|
"epoch": 3.0, |
|
"eval_steps": 500, |
|
"global_step": 1581, |
|
"is_hyper_param_search": true, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 17.658132553100586, |
|
"learning_rate": 7.63128750557968e-05, |
|
"loss": 1.3361, |
|
"step": 527 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.8107798165137615, |
|
"eval_loss": 1.132369041442871, |
|
"eval_runtime": 2.6024, |
|
"eval_samples_per_second": 335.073, |
|
"eval_steps_per_second": 2.69, |
|
"step": 527 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 17.63370704650879, |
|
"learning_rate": 3.81564375278984e-05, |
|
"loss": 0.7175, |
|
"step": 1054 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.819954128440367, |
|
"eval_loss": 1.094281554222107, |
|
"eval_runtime": 2.5939, |
|
"eval_samples_per_second": 336.174, |
|
"eval_steps_per_second": 2.699, |
|
"step": 1054 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": Infinity, |
|
"learning_rate": 7.240310726356433e-08, |
|
"loss": 0.5796, |
|
"step": 1581 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.8222477064220184, |
|
"eval_loss": 1.1151666641235352, |
|
"eval_runtime": 2.56, |
|
"eval_samples_per_second": 340.627, |
|
"eval_steps_per_second": 2.734, |
|
"step": 1581 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 1581, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 3, |
|
"save_steps": 500, |
|
"stateful_callbacks": { |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 24228458327580.0, |
|
"train_batch_size": 128, |
|
"trial_name": null, |
|
"trial_params": { |
|
"alpha": 0.5918699224275719, |
|
"learning_rate": 0.00011446931258369519, |
|
"num_train_epochs": 3, |
|
"temperature": 9 |
|
} |
|
} |
|
|