{ "best_metric": 0.8896859247770453, "best_model_checkpoint": "tiny-bert-sst2-distilled/run-3/checkpoint-645", "epoch": 4.0, "eval_steps": 500, "global_step": 2580, "is_hyper_param_search": true, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 0.358044296503067, "learning_rate": 2.909167383222674e-05, "loss": 0.1708, "step": 645 }, { "epoch": 1.0, "eval_accuracy": 0.8896859247770453, "eval_f1": 0.0, "eval_loss": 0.15664567053318024, "eval_mcc": 0.0, "eval_precision": 0.0, "eval_recall": 0.0, "eval_runtime": 10.0662, "eval_samples_per_second": 512.406, "eval_steps_per_second": 16.093, "step": 645 }, { "epoch": 2.0, "grad_norm": 0.2336525022983551, "learning_rate": 1.9394449221484495e-05, "loss": 0.1576, "step": 1290 }, { "epoch": 2.0, "eval_accuracy": 0.8896859247770453, "eval_f1": 0.0, "eval_loss": 0.15651842951774597, "eval_mcc": 0.0, "eval_precision": 0.0, "eval_recall": 0.0, "eval_runtime": 9.954, "eval_samples_per_second": 518.185, "eval_steps_per_second": 16.275, "step": 1290 }, { "epoch": 3.0, "grad_norm": 0.4220493733882904, "learning_rate": 9.697224610742248e-06, "loss": 0.1568, "step": 1935 }, { "epoch": 3.0, "eval_accuracy": 0.8896859247770453, "eval_f1": 0.0, "eval_loss": 0.1553562432527542, "eval_mcc": 0.0, "eval_precision": 0.0, "eval_recall": 0.0, "eval_runtime": 9.9391, "eval_samples_per_second": 518.962, "eval_steps_per_second": 16.299, "step": 1935 }, { "epoch": 4.0, "grad_norm": 0.2776136100292206, "learning_rate": 0.0, "loss": 0.1564, "step": 2580 }, { "epoch": 4.0, "eval_accuracy": 0.8896859247770453, "eval_f1": 0.0, "eval_loss": 0.15526321530342102, "eval_mcc": 0.0, "eval_precision": 0.0, "eval_recall": 0.0, "eval_runtime": 9.934, "eval_samples_per_second": 519.229, "eval_steps_per_second": 16.308, "step": 2580 } ], "logging_steps": 500, "max_steps": 2580, "num_input_tokens_seen": 0, "num_train_epochs": 4, "save_steps": 500, "total_flos": 6347770130400.0, "train_batch_size": 32, "trial_name": null, "trial_params": { "alpha": 0.39895457481552465, "learning_rate": 3.878889844296899e-05, "num_train_epochs": 4, "temperature": 23 } }