{ "best_metric": 0.6281800391389433, "best_model_checkpoint": "tiny-bert-sst2-distilled/run-25/checkpoint-183", "epoch": 3.0, "eval_steps": 500, "global_step": 183, "is_hyper_param_search": true, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 0.9454018473625183, "learning_rate": 3.055872843210697e-05, "loss": 0.5488, "step": 61 }, { "epoch": 1.0, "eval_accuracy": 0.5, "eval_f1": 0.0, "eval_loss": 0.5419712662696838, "eval_precision": 0.0, "eval_recall": 0.0, "eval_runtime": 28.2925, "eval_samples_per_second": 36.123, "eval_steps_per_second": 1.131, "step": 61 }, { "epoch": 2.0, "grad_norm": 2.9724020957946777, "learning_rate": 2.037248562140465e-05, "loss": 0.537, "step": 122 }, { "epoch": 2.0, "eval_accuracy": 0.5283757338551859, "eval_f1": 0.16319444444444445, "eval_loss": 0.5242463946342468, "eval_precision": 0.7230769230769231, "eval_recall": 0.09197651663405088, "eval_runtime": 28.1822, "eval_samples_per_second": 36.264, "eval_steps_per_second": 1.135, "step": 122 }, { "epoch": 3.0, "grad_norm": 4.5383687019348145, "learning_rate": 1.0186242810702324e-05, "loss": 0.5125, "step": 183 }, { "epoch": 3.0, "eval_accuracy": 0.6281800391389433, "eval_f1": 0.4765840220385675, "eval_loss": 0.491844117641449, "eval_precision": 0.8046511627906977, "eval_recall": 0.3385518590998043, "eval_runtime": 28.5655, "eval_samples_per_second": 35.777, "eval_steps_per_second": 1.12, "step": 183 } ], "logging_steps": 500, "max_steps": 244, "num_input_tokens_seen": 0, "num_train_epochs": 4, "save_steps": 500, "total_flos": 707085591840.0, "train_batch_size": 51, "trial_name": null, "trial_params": { "alpha": 0.7333782587426976, "learning_rate": 4.07449712428093e-05, "num_train_epochs": 4, "per_device_train_batch_size": 51, "temperature": 17 } }