{ "best_metric": 0.8158379373848987, "best_model_checkpoint": "BERTForDetectingDepression-Twitter2015/run-4/checkpoint-276", "epoch": 4.0, "eval_steps": 500, "global_step": 368, "is_hyper_param_search": true, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "eval_accuracy": 0.7599754450583179, "eval_loss": 0.5310371518135071, "eval_runtime": 1.5228, "eval_samples_per_second": 1069.729, "eval_steps_per_second": 66.981, "step": 92 }, { "epoch": 2.0, "eval_accuracy": 0.8029465930018416, "eval_loss": 0.4333054721355438, "eval_runtime": 1.5219, "eval_samples_per_second": 1070.365, "eval_steps_per_second": 67.021, "step": 184 }, { "epoch": 3.0, "eval_accuracy": 0.8158379373848987, "eval_loss": 0.4052351415157318, "eval_runtime": 1.5302, "eval_samples_per_second": 1064.578, "eval_steps_per_second": 66.659, "step": 276 }, { "epoch": 4.0, "eval_accuracy": 0.8121546961325967, "eval_loss": 0.40069225430488586, "eval_runtime": 1.5674, "eval_samples_per_second": 1039.321, "eval_steps_per_second": 65.077, "step": 368 } ], "logging_steps": 500, "max_steps": 368, "num_input_tokens_seen": 0, "num_train_epochs": 4, "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": 0, "train_batch_size": 16, "trial_name": null, "trial_params": { "learning_rate": 8.172683454042364e-06, "num_train_epochs": 4, "per_device_train_batch_size": 16, "seed": 5 } }