{ "best_global_step": 144, "best_metric": 0.7762978142076503, "best_model_checkpoint": "./results/PlanTL-GOB-ES/roberta-base-ca_fold_2/checkpoint-144", "epoch": 7.0, "eval_steps": 500, "global_step": 252, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "eval_accuracy": 0.7916666666666666, "eval_f1": 0.6996124031007752, "eval_loss": 1.1276955604553223, "eval_precision": 0.6267361111111112, "eval_recall": 0.7916666666666666, "eval_runtime": 0.2168, "eval_samples_per_second": 332.118, "eval_steps_per_second": 41.515, "step": 36 }, { "epoch": 2.0, "eval_accuracy": 0.7916666666666666, "eval_f1": 0.6996124031007752, "eval_loss": 1.0436447858810425, "eval_precision": 0.6267361111111112, "eval_recall": 0.7916666666666666, "eval_runtime": 0.2157, "eval_samples_per_second": 333.721, "eval_steps_per_second": 41.715, "step": 72 }, { "epoch": 3.0, "eval_accuracy": 0.7916666666666666, "eval_f1": 0.73, "eval_loss": 1.036052942276001, "eval_precision": 0.6819852941176471, "eval_recall": 0.7916666666666666, "eval_runtime": 0.2154, "eval_samples_per_second": 334.325, "eval_steps_per_second": 41.791, "step": 108 }, { "epoch": 4.0, "eval_accuracy": 0.8194444444444444, "eval_f1": 0.7762978142076503, "eval_loss": 1.0554141998291016, "eval_precision": 0.7532051282051282, "eval_recall": 0.8194444444444444, "eval_runtime": 0.2164, "eval_samples_per_second": 332.729, "eval_steps_per_second": 41.591, "step": 144 }, { "epoch": 5.0, "eval_accuracy": 0.8194444444444444, "eval_f1": 0.7695185185185186, "eval_loss": 1.1022535562515259, "eval_precision": 0.7769607843137254, "eval_recall": 0.8194444444444444, "eval_runtime": 0.2113, "eval_samples_per_second": 340.686, "eval_steps_per_second": 42.586, "step": 180 }, { "epoch": 6.0, "eval_accuracy": 0.7777777777777778, "eval_f1": 0.7620167189132706, "eval_loss": 1.2096033096313477, "eval_precision": 0.7472928436911488, "eval_recall": 0.7777777777777778, "eval_runtime": 0.2124, "eval_samples_per_second": 338.991, "eval_steps_per_second": 42.374, "step": 216 }, { "epoch": 7.0, "eval_accuracy": 0.8055555555555556, "eval_f1": 0.7725789313904068, "eval_loss": 1.1715612411499023, "eval_precision": 0.7595441595441597, "eval_recall": 0.8055555555555556, "eval_runtime": 0.2136, "eval_samples_per_second": 337.067, "eval_steps_per_second": 42.133, "step": 252 } ], "logging_steps": 500, "max_steps": 720, "num_input_tokens_seen": 0, "num_train_epochs": 20, "save_steps": 500, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 3, "early_stopping_threshold": 0.0 }, "attributes": { "early_stopping_patience_counter": 3 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 42183669924396.0, "train_batch_size": 8, "trial_name": null, "trial_params": null }