{ "best_metric": 0.9018666666666667, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0878/checkpoints/checkpoint-1332", "epoch": 4.0, "eval_steps": 500, "global_step": 1332, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 109.42507934570312, "learning_rate": 0.00025606601717798207, "loss": 1.6461, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8277333333333333, "eval_loss": 0.5697101354598999, "eval_runtime": 7.9472, "eval_samples_per_second": 471.862, "eval_steps_per_second": 7.424, "step": 333 }, { "epoch": 2.0, "grad_norm": 29.239147186279297, "learning_rate": 0.00015, "loss": 0.4749, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8677333333333334, "eval_loss": 0.4310762882232666, "eval_runtime": 7.7252, "eval_samples_per_second": 485.425, "eval_steps_per_second": 7.637, "step": 666 }, { "epoch": 3.0, "grad_norm": 32.23396682739258, "learning_rate": 4.3933982822017876e-05, "loss": 0.2702, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8965333333333333, "eval_loss": 0.3619130253791809, "eval_runtime": 7.7519, "eval_samples_per_second": 483.75, "eval_steps_per_second": 7.611, "step": 999 }, { "epoch": 4.0, "grad_norm": 42.13575744628906, "learning_rate": 0.0, "loss": 0.2031, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9018666666666667, "eval_loss": 0.337918758392334, "eval_runtime": 7.818, "eval_samples_per_second": 479.664, "eval_steps_per_second": 7.547, "step": 1332 } ], "logging_steps": 500, "max_steps": 1332, "num_input_tokens_seen": 0, "num_train_epochs": 4, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 3.2705716958208e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }