{ "best_global_step": 2346, "best_metric": 0.38437092304229736, "best_model_checkpoint": "./bert-imdb-cp/checkpoint-2346", "epoch": 5.0, "eval_steps": 500, "global_step": 3910, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.639386189258312, "grad_norm": 3.604527473449707, "learning_rate": 1.7447570332480818e-05, "loss": 0.656656494140625, "step": 500 }, { "epoch": 1.0, "eval_loss": 0.4083733856678009, "eval_runtime": 465.4628, "eval_samples_per_second": 53.71, "eval_steps_per_second": 1.68, "step": 782 }, { "epoch": 1.278772378516624, "grad_norm": 2.6754071712493896, "learning_rate": 1.489002557544757e-05, "loss": 0.4587330322265625, "step": 1000 }, { "epoch": 1.918158567774936, "grad_norm": 5.257985591888428, "learning_rate": 1.2332480818414323e-05, "loss": 0.42192544555664063, "step": 1500 }, { "epoch": 2.0, "eval_loss": 0.39844831824302673, "eval_runtime": 464.9715, "eval_samples_per_second": 53.767, "eval_steps_per_second": 1.682, "step": 1564 }, { "epoch": 2.557544757033248, "grad_norm": 8.241482734680176, "learning_rate": 9.774936061381075e-06, "loss": 0.4035787048339844, "step": 2000 }, { "epoch": 3.0, "eval_loss": 0.38437092304229736, "eval_runtime": 464.6093, "eval_samples_per_second": 53.809, "eval_steps_per_second": 1.683, "step": 2346 }, { "epoch": 3.1969309462915603, "grad_norm": 5.991187572479248, "learning_rate": 7.217391304347827e-06, "loss": 0.3858807067871094, "step": 2500 }, { "epoch": 3.836317135549872, "grad_norm": 6.665840148925781, "learning_rate": 4.659846547314578e-06, "loss": 0.3582411193847656, "step": 3000 }, { "epoch": 4.0, "eval_loss": 0.38614124059677124, "eval_runtime": 465.1758, "eval_samples_per_second": 53.743, "eval_steps_per_second": 1.681, "step": 3128 }, { "epoch": 4.475703324808184, "grad_norm": 3.8914434909820557, "learning_rate": 2.10230179028133e-06, "loss": 0.3398212890625, "step": 3500 }, { "epoch": 5.0, "eval_loss": 0.3894523084163666, "eval_runtime": 464.4491, "eval_samples_per_second": 53.827, "eval_steps_per_second": 1.684, "step": 3910 } ], "logging_steps": 500, "max_steps": 3910, "num_input_tokens_seen": 0, "num_train_epochs": 5, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 3.287503158960144e+16, "train_batch_size": 32, "trial_name": null, "trial_params": null }