|
{ |
|
"best_metric": 0.5853333333333334, |
|
"best_model_checkpoint": "Bert_tinybert-distilled/run-3/checkpoint-688", |
|
"epoch": 4.0, |
|
"eval_steps": 500, |
|
"global_step": 688, |
|
"is_hyper_param_search": true, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 0.06025523692369461, |
|
"learning_rate": 1.750045443660438e-05, |
|
"loss": 0.0574, |
|
"step": 172 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_AUC": 0.6860142222222222, |
|
"eval_BAC": 0.5333333333333333, |
|
"eval_MCC": 0.14834770727423166, |
|
"eval_PR_AUC": 0.6557725052787473, |
|
"eval_accuracy": 0.5333333333333333, |
|
"eval_loss": 0.05601842328906059, |
|
"eval_runtime": 6.3117, |
|
"eval_samples_per_second": 237.654, |
|
"eval_steps_per_second": 7.446, |
|
"step": 172 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 0.07936638593673706, |
|
"learning_rate": 1.166696962440292e-05, |
|
"loss": 0.0568, |
|
"step": 344 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_AUC": 0.7200666666666666, |
|
"eval_BAC": 0.5813333333333334, |
|
"eval_MCC": 0.2649445737463828, |
|
"eval_PR_AUC": 0.6792464061936596, |
|
"eval_accuracy": 0.5813333333333334, |
|
"eval_loss": 0.055815439671278, |
|
"eval_runtime": 6.3074, |
|
"eval_samples_per_second": 237.814, |
|
"eval_steps_per_second": 7.452, |
|
"step": 344 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 0.04040193930268288, |
|
"learning_rate": 5.83348481220146e-06, |
|
"loss": 0.0566, |
|
"step": 516 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_AUC": 0.7501155555555555, |
|
"eval_BAC": 0.5459999999999999, |
|
"eval_MCC": 0.20593895569506218, |
|
"eval_PR_AUC": 0.7066874964455367, |
|
"eval_accuracy": 0.546, |
|
"eval_loss": 0.05583466589450836, |
|
"eval_runtime": 6.177, |
|
"eval_samples_per_second": 242.837, |
|
"eval_steps_per_second": 7.609, |
|
"step": 516 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 0.08884396404027939, |
|
"learning_rate": 0.0, |
|
"loss": 0.0565, |
|
"step": 688 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_AUC": 0.755400888888889, |
|
"eval_BAC": 0.5853333333333333, |
|
"eval_MCC": 0.28444444444444444, |
|
"eval_PR_AUC": 0.7101770336776432, |
|
"eval_accuracy": 0.5853333333333334, |
|
"eval_loss": 0.05574020370841026, |
|
"eval_runtime": 6.2726, |
|
"eval_samples_per_second": 239.137, |
|
"eval_steps_per_second": 7.493, |
|
"step": 688 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 688, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 4, |
|
"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": 1801510920000.0, |
|
"train_batch_size": 32, |
|
"trial_name": null, |
|
"trial_params": { |
|
"alpha": 0.07282268127135982, |
|
"learning_rate": 2.333393924880584e-05, |
|
"num_train_epochs": 4, |
|
"temperature": 19 |
|
} |
|
} |
|
|