{ "best_metric": 0.8038990825688074, "best_model_checkpoint": "tiny-bert-sst2-distilled/run-2/checkpoint-2108", "epoch": 4.0, "eval_steps": 500, "global_step": 2108, "is_hyper_param_search": true, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 6.471368312835693, "learning_rate": 2.8549539646703335e-05, "loss": 2.1389, "step": 527 }, { "epoch": 1.0, "eval_accuracy": 0.7763761467889908, "eval_loss": 1.5801109075546265, "eval_runtime": 2.8093, "eval_samples_per_second": 310.393, "eval_steps_per_second": 2.492, "step": 527 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 1.906914223081513e-05, "loss": 1.3352, "step": 1054 }, { "epoch": 2.0, "eval_accuracy": 0.7993119266055045, "eval_loss": 1.3590723276138306, "eval_runtime": 2.8218, "eval_samples_per_second": 309.021, "eval_steps_per_second": 2.481, "step": 1054 }, { "epoch": 3.0, "grad_norm": 37.449886322021484, "learning_rate": 9.552629015247352e-06, "loss": 1.0924, "step": 1581 }, { "epoch": 3.0, "eval_accuracy": 0.7981651376146789, "eval_loss": 1.310165286064148, "eval_runtime": 2.8142, "eval_samples_per_second": 309.857, "eval_steps_per_second": 2.487, "step": 1581 }, { "epoch": 4.0, "grad_norm": 20.399564743041992, "learning_rate": 3.611579967957411e-08, "loss": 0.9927, "step": 2108 }, { "epoch": 4.0, "eval_accuracy": 0.8038990825688074, "eval_loss": 1.2949246168136597, "eval_runtime": 2.8058, "eval_samples_per_second": 310.787, "eval_steps_per_second": 2.495, "step": 2108 } ], "logging_steps": 500, "max_steps": 2108, "num_input_tokens_seen": 0, "num_train_epochs": 4, "save_steps": 500, "total_flos": 32337743850420.0, "train_batch_size": 128, "trial_name": null, "trial_params": { "alpha": 0.5278139834631775, "learning_rate": 3.806605286227111e-05, "num_train_epochs": 4, "temperature": 30 } }