|
{ |
|
"best_metric": 0.8473173810316668, |
|
"best_model_checkpoint": "distilhubert-finetuned-mixed-data/checkpoint-200", |
|
"epoch": 30.0, |
|
"eval_steps": 100, |
|
"global_step": 270, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 5.555555555555555, |
|
"grad_norm": 3.0120761394500732, |
|
"learning_rate": 0.0002954973225032615, |
|
"loss": 0.9823, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 11.11111111111111, |
|
"grad_norm": 1.183480143547058, |
|
"learning_rate": 0.0002441718187008148, |
|
"loss": 0.5938, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 11.11111111111111, |
|
"eval_accuracy": 0.8278388278388278, |
|
"eval_confusion_matrix": [ |
|
[ |
|
79, |
|
7, |
|
0, |
|
1 |
|
], |
|
[ |
|
11, |
|
29, |
|
19, |
|
0 |
|
], |
|
[ |
|
0, |
|
8, |
|
56, |
|
0 |
|
], |
|
[ |
|
1, |
|
0, |
|
0, |
|
62 |
|
] |
|
], |
|
"eval_f1": 0.8205727670173567, |
|
"eval_loss": 0.7099524140357971, |
|
"eval_precision": 0.8212472631153949, |
|
"eval_recall": 0.8278388278388278, |
|
"eval_runtime": 3.0504, |
|
"eval_samples_per_second": 89.496, |
|
"eval_steps_per_second": 1.639, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 16.666666666666668, |
|
"grad_norm": 1.125301718711853, |
|
"learning_rate": 0.0001548472927611466, |
|
"loss": 0.3816, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 22.22222222222222, |
|
"grad_norm": 0.025351429358124733, |
|
"learning_rate": 6.356684850666294e-05, |
|
"loss": 0.3511, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 22.22222222222222, |
|
"eval_accuracy": 0.8498168498168498, |
|
"eval_confusion_matrix": [ |
|
[ |
|
76, |
|
11, |
|
0, |
|
0 |
|
], |
|
[ |
|
7, |
|
35, |
|
17, |
|
0 |
|
], |
|
[ |
|
0, |
|
5, |
|
59, |
|
0 |
|
], |
|
[ |
|
1, |
|
0, |
|
0, |
|
62 |
|
] |
|
], |
|
"eval_f1": 0.8473173810316668, |
|
"eval_loss": 0.7837256193161011, |
|
"eval_precision": 0.8494091293737467, |
|
"eval_recall": 0.8498168498168498, |
|
"eval_runtime": 2.7557, |
|
"eval_samples_per_second": 99.068, |
|
"eval_steps_per_second": 1.814, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 27.77777777777778, |
|
"grad_norm": 0.0050039030611515045, |
|
"learning_rate": 7.1628171992377025e-06, |
|
"loss": 0.349, |
|
"step": 250 |
|
} |
|
], |
|
"logging_steps": 50, |
|
"max_steps": 270, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 30, |
|
"save_steps": 100, |
|
"stateful_callbacks": { |
|
"EarlyStoppingCallback": { |
|
"args": { |
|
"early_stopping_patience": 5, |
|
"early_stopping_threshold": 0.001 |
|
}, |
|
"attributes": { |
|
"early_stopping_patience_counter": 0 |
|
} |
|
}, |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 7.4367208512e+16, |
|
"train_batch_size": 64, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|