Spaces:
Sleeping
Sleeping
{ | |
"best_metric": 0.991941391941392, | |
"best_model_checkpoint": "distilhubert-finetuned-cry-detector/checkpoint-341", | |
"epoch": 3.994143484626647, | |
"eval_steps": 500, | |
"global_step": 341, | |
"is_hyper_param_search": false, | |
"is_local_process_zero": true, | |
"is_world_process_zero": true, | |
"log_history": [ | |
{ | |
"epoch": 0.9956076134699854, | |
"eval_accuracy": 0.9597069597069597, | |
"eval_f1": 0.9599836188656065, | |
"eval_loss": 0.12706419825553894, | |
"eval_precision": 0.960694098126733, | |
"eval_recall": 0.9597069597069597, | |
"eval_runtime": 6.1839, | |
"eval_samples_per_second": 220.733, | |
"eval_steps_per_second": 27.652, | |
"step": 85 | |
}, | |
{ | |
"epoch": 1.9912152269399708, | |
"eval_accuracy": 0.9787545787545787, | |
"eval_f1": 0.9788099592207686, | |
"eval_loss": 0.07009062170982361, | |
"eval_precision": 0.9789268917610887, | |
"eval_recall": 0.9787545787545787, | |
"eval_runtime": 6.2624, | |
"eval_samples_per_second": 217.969, | |
"eval_steps_per_second": 27.306, | |
"step": 170 | |
}, | |
{ | |
"epoch": 2.998535871156662, | |
"eval_accuracy": 0.9831501831501831, | |
"eval_f1": 0.9831941055888854, | |
"eval_loss": 0.06720960885286331, | |
"eval_precision": 0.9832999772248476, | |
"eval_recall": 0.9831501831501831, | |
"eval_runtime": 5.9845, | |
"eval_samples_per_second": 228.09, | |
"eval_steps_per_second": 28.574, | |
"step": 256 | |
}, | |
{ | |
"epoch": 3.994143484626647, | |
"eval_accuracy": 0.991941391941392, | |
"eval_f1": 0.9919444380146174, | |
"eval_loss": 0.04145079106092453, | |
"eval_precision": 0.9919487758943655, | |
"eval_recall": 0.991941391941392, | |
"eval_runtime": 6.1222, | |
"eval_samples_per_second": 222.958, | |
"eval_steps_per_second": 27.931, | |
"step": 341 | |
} | |
], | |
"logging_steps": 500, | |
"max_steps": 510, | |
"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": false | |
}, | |
"attributes": {} | |
} | |
}, | |
"total_flos": 4.966803039744e+16, | |
"train_batch_size": 8, | |
"trial_name": null, | |
"trial_params": null | |
} | |