|
{ |
|
"best_metric": 0.7674418604651163, |
|
"best_model_checkpoint": "distilhubert-finetuned-mixed-data/checkpoint-144", |
|
"epoch": 5.938144329896907, |
|
"eval_steps": 500, |
|
"global_step": 144, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.9896907216494846, |
|
"eval_accuracy": 0.6098191214470284, |
|
"eval_f1": 0.5527821682108387, |
|
"eval_loss": 1.0193405151367188, |
|
"eval_precision": 0.7003292379638224, |
|
"eval_recall": 0.6098191214470284, |
|
"eval_runtime": 1.7319, |
|
"eval_samples_per_second": 223.453, |
|
"eval_steps_per_second": 28.293, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 1.9793814432989691, |
|
"eval_accuracy": 0.6795865633074936, |
|
"eval_f1": 0.6650515718181741, |
|
"eval_loss": 0.7780925631523132, |
|
"eval_precision": 0.6877908327609833, |
|
"eval_recall": 0.6795865633074936, |
|
"eval_runtime": 1.7105, |
|
"eval_samples_per_second": 226.247, |
|
"eval_steps_per_second": 28.646, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 2.9690721649484537, |
|
"eval_accuracy": 0.7260981912144703, |
|
"eval_f1": 0.7125387559196679, |
|
"eval_loss": 0.663092315196991, |
|
"eval_precision": 0.7236217153897081, |
|
"eval_recall": 0.7260981912144703, |
|
"eval_runtime": 1.7131, |
|
"eval_samples_per_second": 225.911, |
|
"eval_steps_per_second": 28.604, |
|
"step": 72 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.7493540051679587, |
|
"eval_f1": 0.7323843170610034, |
|
"eval_loss": 0.5870956778526306, |
|
"eval_precision": 0.7505520883603423, |
|
"eval_recall": 0.7493540051679587, |
|
"eval_runtime": 1.7332, |
|
"eval_samples_per_second": 223.293, |
|
"eval_steps_per_second": 28.272, |
|
"step": 97 |
|
}, |
|
{ |
|
"epoch": 4.989690721649485, |
|
"eval_accuracy": 0.7648578811369509, |
|
"eval_f1": 0.7570271532827265, |
|
"eval_loss": 0.5548774003982544, |
|
"eval_precision": 0.7717080207133444, |
|
"eval_recall": 0.7648578811369509, |
|
"eval_runtime": 1.744, |
|
"eval_samples_per_second": 221.907, |
|
"eval_steps_per_second": 28.097, |
|
"step": 121 |
|
}, |
|
{ |
|
"epoch": 5.938144329896907, |
|
"eval_accuracy": 0.7674418604651163, |
|
"eval_f1": 0.7605087043783928, |
|
"eval_loss": 0.5497403144836426, |
|
"eval_precision": 0.7731114884926515, |
|
"eval_recall": 0.7674418604651163, |
|
"eval_runtime": 1.7702, |
|
"eval_samples_per_second": 218.618, |
|
"eval_steps_per_second": 27.68, |
|
"step": 144 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 144, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 6, |
|
"save_steps": 500, |
|
"stateful_callbacks": { |
|
"EarlyStoppingCallback": { |
|
"args": { |
|
"early_stopping_patience": 3, |
|
"early_stopping_threshold": 0.0 |
|
}, |
|
"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": 2.087967404736e+16, |
|
"train_batch_size": 8, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|