{ "best_metric": 0.8325688073394495, "best_model_checkpoint": "tiny-bert-sst2-distilled/run-25/checkpoint-527", "epoch": 8.0, "eval_steps": 500, "global_step": 4216, "is_hyper_param_search": true, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 3.7773447036743164, "learning_rate": 0.0004316595412152798, "loss": 0.9448, "step": 527 }, { "epoch": 1.0, "eval_accuracy": 0.8325688073394495, "eval_loss": 1.1720139980316162, "eval_runtime": 2.8085, "eval_samples_per_second": 310.481, "eval_steps_per_second": 2.492, "step": 527 }, { "epoch": 2.0, "grad_norm": 9.26517105102539, "learning_rate": 0.00036999389247023985, "loss": 0.4379, "step": 1054 }, { "epoch": 2.0, "eval_accuracy": 0.8061926605504587, "eval_loss": 1.3765146732330322, "eval_runtime": 2.8111, "eval_samples_per_second": 310.197, "eval_steps_per_second": 2.49, "step": 1054 }, { "epoch": 3.0, "grad_norm": NaN, "learning_rate": 0.00030844525634141437, "loss": 0.3017, "step": 1581 }, { "epoch": 3.0, "eval_accuracy": 0.8096330275229358, "eval_loss": 1.3439667224884033, "eval_runtime": 2.8182, "eval_samples_per_second": 309.415, "eval_steps_per_second": 2.484, "step": 1581 }, { "epoch": 4.0, "grad_norm": 4.918728828430176, "learning_rate": 0.0002467796075963744, "loss": 0.2219, "step": 2108 }, { "epoch": 4.0, "eval_accuracy": 0.8073394495412844, "eval_loss": 1.4046818017959595, "eval_runtime": 2.8176, "eval_samples_per_second": 309.483, "eval_steps_per_second": 2.484, "step": 2108 }, { "epoch": 5.0, "grad_norm": 4.011919975280762, "learning_rate": 0.00018511395885133442, "loss": 0.1764, "step": 2635 }, { "epoch": 5.0, "eval_accuracy": 0.8153669724770642, "eval_loss": 1.4098650217056274, "eval_runtime": 2.8221, "eval_samples_per_second": 308.991, "eval_steps_per_second": 2.48, "step": 2635 }, { "epoch": 6.0, "grad_norm": 8.373222351074219, "learning_rate": 0.00012344831010629444, "loss": 0.146, "step": 3162 }, { "epoch": 6.0, "eval_accuracy": 0.8153669724770642, "eval_loss": 1.367167592048645, "eval_runtime": 2.8214, "eval_samples_per_second": 309.068, "eval_steps_per_second": 2.481, "step": 3162 }, { "epoch": 7.0, "grad_norm": 4.53749418258667, "learning_rate": 6.178266136125447e-05, "loss": 0.1245, "step": 3689 }, { "epoch": 7.0, "eval_accuracy": 0.8153669724770642, "eval_loss": 1.4212154150009155, "eval_runtime": 2.8209, "eval_samples_per_second": 309.117, "eval_steps_per_second": 2.481, "step": 3689 }, { "epoch": 8.0, "grad_norm": 0.7747430205345154, "learning_rate": 1.170126162144971e-07, "loss": 0.11, "step": 4216 }, { "epoch": 8.0, "eval_accuracy": 0.819954128440367, "eval_loss": 1.392822027206421, "eval_runtime": 2.8243, "eval_samples_per_second": 308.751, "eval_steps_per_second": 2.479, "step": 4216 } ], "logging_steps": 500, "max_steps": 4216, "num_input_tokens_seen": 0, "num_train_epochs": 8, "save_steps": 500, "total_flos": 64687167744780.0, "train_batch_size": 128, "trial_name": null, "trial_params": { "alpha": 0.595362243351062, "learning_rate": 0.0004933251899603198, "num_train_epochs": 8, "temperature": 26 } }