| { | |
| "best_metric": 0.991941391941392, | |
| "best_model_checkpoint": "A-POR-LOS-8000/distilhubert-finetuned-cry-detector/checkpoint-597", | |
| "epoch": 6.992679355783309, | |
| "eval_steps": 500, | |
| "global_step": 597, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.9956076134699854, | |
| "eval_accuracy": 0.9538461538461539, | |
| "eval_f1": 0.9535883665206972, | |
| "eval_loss": 0.11965569853782654, | |
| "eval_precision": 0.9535470731605858, | |
| "eval_recall": 0.9538461538461539, | |
| "eval_runtime": 5.8661, | |
| "eval_samples_per_second": 232.691, | |
| "eval_steps_per_second": 29.15, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 1.9912152269399708, | |
| "eval_accuracy": 0.9831501831501831, | |
| "eval_f1": 0.983143153392684, | |
| "eval_loss": 0.060115572065114975, | |
| "eval_precision": 0.9831374404084774, | |
| "eval_recall": 0.9831501831501831, | |
| "eval_runtime": 5.9254, | |
| "eval_samples_per_second": 230.365, | |
| "eval_steps_per_second": 28.859, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 2.998535871156662, | |
| "eval_accuracy": 0.9868131868131869, | |
| "eval_f1": 0.9868241092241091, | |
| "eval_loss": 0.05060575157403946, | |
| "eval_precision": 0.9868403029537207, | |
| "eval_recall": 0.9868131868131869, | |
| "eval_runtime": 5.9299, | |
| "eval_samples_per_second": 230.189, | |
| "eval_steps_per_second": 28.837, | |
| "step": 256 | |
| }, | |
| { | |
| "epoch": 3.994143484626647, | |
| "eval_accuracy": 0.9860805860805861, | |
| "eval_f1": 0.9861535269385863, | |
| "eval_loss": 0.04610973969101906, | |
| "eval_precision": 0.986445121171901, | |
| "eval_recall": 0.9860805860805861, | |
| "eval_runtime": 5.9428, | |
| "eval_samples_per_second": 229.69, | |
| "eval_steps_per_second": 28.774, | |
| "step": 341 | |
| }, | |
| { | |
| "epoch": 4.989751098096632, | |
| "eval_accuracy": 0.989010989010989, | |
| "eval_f1": 0.9890246085529585, | |
| "eval_loss": 0.0438910573720932, | |
| "eval_precision": 0.989050109460552, | |
| "eval_recall": 0.989010989010989, | |
| "eval_runtime": 5.937, | |
| "eval_samples_per_second": 229.913, | |
| "eval_steps_per_second": 28.802, | |
| "step": 426 | |
| }, | |
| { | |
| "epoch": 5.856515373352855, | |
| "grad_norm": 0.08060992509126663, | |
| "learning_rate": 1.0917042498003083e-05, | |
| "loss": 0.0779, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 5.997071742313324, | |
| "eval_accuracy": 0.9904761904761905, | |
| "eval_f1": 0.9904879940792306, | |
| "eval_loss": 0.0396205335855484, | |
| "eval_precision": 0.9905117057078526, | |
| "eval_recall": 0.9904761904761905, | |
| "eval_runtime": 5.9047, | |
| "eval_samples_per_second": 231.172, | |
| "eval_steps_per_second": 28.96, | |
| "step": 512 | |
| }, | |
| { | |
| "epoch": 6.992679355783309, | |
| "eval_accuracy": 0.991941391941392, | |
| "eval_f1": 0.9919447375447602, | |
| "eval_loss": 0.035047151148319244, | |
| "eval_precision": 0.9919494135494136, | |
| "eval_recall": 0.991941391941392, | |
| "eval_runtime": 6.0502, | |
| "eval_samples_per_second": 225.612, | |
| "eval_steps_per_second": 28.264, | |
| "step": 597 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 850, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 10, | |
| "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": 8.691905319552e+16, | |
| "train_batch_size": 8, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |