{ "best_global_step": 1338, "best_metric": 0.7512435712799028, "best_model_checkpoint": "outputs/roberta-gru-spam-multiclass/checkpoint-1338", "epoch": 3.0, "eval_steps": 500, "global_step": 1338, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 1.5931479930877686, "learning_rate": 4.998771926094749e-05, "loss": 0.4347, "step": 446 }, { "epoch": 1.0, "eval_accuracy": 0.8916194076874606, "eval_f1": 0.6061036720770908, "eval_loss": 0.3667852282524109, "eval_precision": 0.6100836232680218, "eval_recall": 0.6031391363242337, "eval_runtime": 6.5607, "eval_samples_per_second": 241.897, "eval_steps_per_second": 7.621, "step": 446 }, { "epoch": 2.0, "grad_norm": 12.401629447937012, "learning_rate": 4.995077872180951e-05, "loss": 0.2904, "step": 892 }, { "epoch": 2.0, "eval_accuracy": 0.8903591682419659, "eval_f1": 0.7467819617716158, "eval_loss": 0.3618994653224945, "eval_precision": 0.7849764394632636, "eval_recall": 0.7163934993727473, "eval_runtime": 6.5574, "eval_samples_per_second": 242.015, "eval_steps_per_second": 7.625, "step": 892 }, { "epoch": 3.0, "grad_norm": 4.8884358406066895, "learning_rate": 4.988921477641713e-05, "loss": 0.2233, "step": 1338 }, { "epoch": 3.0, "eval_accuracy": 0.8916194076874606, "eval_f1": 0.7512435712799028, "eval_loss": 0.38439109921455383, "eval_precision": 0.8367560450093656, "eval_recall": 0.7131617161157495, "eval_runtime": 6.5587, "eval_samples_per_second": 241.967, "eval_steps_per_second": 7.623, "step": 1338 } ], "logging_steps": 446, "max_steps": 44600, "num_input_tokens_seen": 0, "num_train_epochs": 100, "save_steps": 500, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 5, "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": 0.0, "train_batch_size": 32, "trial_name": null, "trial_params": null }