{ "best_metric": 0.8360091743119266, "best_model_checkpoint": "tiny-bert-sst2-distilled/run-1/checkpoint-527", "epoch": 5.0, "eval_steps": 500, "global_step": 2635, "is_hyper_param_search": true, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 22.49123764038086, "learning_rate": 0.0002780733463240362, "loss": 1.7444, "step": 527 }, { "epoch": 1.0, "eval_accuracy": 0.8360091743119266, "eval_loss": 1.752740740776062, "eval_runtime": 2.7351, "eval_samples_per_second": 318.815, "eval_steps_per_second": 2.559, "step": 527 }, { "epoch": 2.0, "grad_norm": 10.574456214904785, "learning_rate": 0.00020855500974302718, "loss": 0.7696, "step": 1054 }, { "epoch": 2.0, "eval_accuracy": 0.8142201834862385, "eval_loss": 1.9697859287261963, "eval_runtime": 2.6884, "eval_samples_per_second": 324.355, "eval_steps_per_second": 2.604, "step": 1054 }, { "epoch": 3.0, "grad_norm": NaN, "learning_rate": 0.00013916858651416426, "loss": 0.5359, "step": 1581 }, { "epoch": 3.0, "eval_accuracy": 0.8222477064220184, "eval_loss": 1.9042038917541504, "eval_runtime": 2.7045, "eval_samples_per_second": 322.427, "eval_steps_per_second": 2.588, "step": 1581 }, { "epoch": 4.0, "grad_norm": 9.347850799560547, "learning_rate": 6.965024993315518e-05, "loss": 0.4078, "step": 2108 }, { "epoch": 4.0, "eval_accuracy": 0.8222477064220184, "eval_loss": 2.049978017807007, "eval_runtime": 2.713, "eval_samples_per_second": 321.42, "eval_steps_per_second": 2.58, "step": 2108 }, { "epoch": 5.0, "grad_norm": 14.40003490447998, "learning_rate": 1.3191335214612724e-07, "loss": 0.329, "step": 2635 }, { "epoch": 5.0, "eval_accuracy": 0.8279816513761468, "eval_loss": 2.0179200172424316, "eval_runtime": 2.6918, "eval_samples_per_second": 323.947, "eval_steps_per_second": 2.6, "step": 2635 } ], "logging_steps": 500, "max_steps": 2635, "num_input_tokens_seen": 0, "num_train_epochs": 5, "save_steps": 500, "total_flos": 40447180739880.0, "train_batch_size": 128, "trial_name": null, "trial_params": { "alpha": 0.08970692378937972, "learning_rate": 0.0003475916829050453, "num_train_epochs": 5, "temperature": 30 } }