|
{ |
|
"best_global_step": 56, |
|
"best_metric": 0.0, |
|
"best_model_checkpoint": "./results/checkpoint-56", |
|
"epoch": 4.0, |
|
"eval_steps": 500, |
|
"global_step": 224, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 0.00856983382254839, |
|
"learning_rate": 3.948598130841122e-05, |
|
"loss": 0.1088, |
|
"step": 56 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.9914869466515324, |
|
"eval_eer": 0.0, |
|
"eval_f1": 0.9939491730536507, |
|
"eval_loss": 0.06050656735897064, |
|
"eval_precision": 1.0, |
|
"eval_recall": 0.9879711307137129, |
|
"eval_runtime": 100.8612, |
|
"eval_samples_per_second": 17.47, |
|
"eval_steps_per_second": 0.278, |
|
"step": 56 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 0.007643812336027622, |
|
"learning_rate": 2.6401869158878506e-05, |
|
"loss": 0.0306, |
|
"step": 112 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.9971623155505108, |
|
"eval_eer": 0.0, |
|
"eval_f1": 0.9979991996798719, |
|
"eval_loss": 0.018800094723701477, |
|
"eval_precision": 0.9960063897763578, |
|
"eval_recall": 1.0, |
|
"eval_runtime": 100.5792, |
|
"eval_samples_per_second": 17.519, |
|
"eval_steps_per_second": 0.278, |
|
"step": 112 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 0.009354319423437119, |
|
"learning_rate": 1.3317757009345794e-05, |
|
"loss": 0.0046, |
|
"step": 168 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.9994324631101021, |
|
"eval_eer": 0.0, |
|
"eval_f1": 0.9995991983967936, |
|
"eval_loss": 0.008926239795982838, |
|
"eval_precision": 0.999198717948718, |
|
"eval_recall": 1.0, |
|
"eval_runtime": 98.0214, |
|
"eval_samples_per_second": 17.976, |
|
"eval_steps_per_second": 0.286, |
|
"step": 168 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 0.003849638160318136, |
|
"learning_rate": 2.336448598130841e-07, |
|
"loss": 0.0, |
|
"step": 224 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 1.0, |
|
"eval_eer": 0.0, |
|
"eval_f1": 1.0, |
|
"eval_loss": 2.7062263541210996e-10, |
|
"eval_precision": 1.0, |
|
"eval_recall": 1.0, |
|
"eval_runtime": 98.6428, |
|
"eval_samples_per_second": 17.862, |
|
"eval_steps_per_second": 0.284, |
|
"step": 224 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 224, |
|
"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": 4.753709041220321e+17, |
|
"train_batch_size": 32, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|