{ "best_metric": 0.8914666666666666, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0135/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": 22.62724494934082, "learning_rate": 0.0004522542485937369, "loss": 1.3295, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8285333333333333, "eval_loss": 0.5735238790512085, "eval_runtime": 7.7468, "eval_samples_per_second": 484.072, "eval_steps_per_second": 7.616, "step": 333 }, { "epoch": 2.0, "grad_norm": 33.84529113769531, "learning_rate": 0.00032725424859373687, "loss": 0.4408, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8610666666666666, "eval_loss": 0.4653792381286621, "eval_runtime": 7.685, "eval_samples_per_second": 487.966, "eval_steps_per_second": 7.677, "step": 666 }, { "epoch": 3.0, "grad_norm": 26.53834342956543, "learning_rate": 0.00017274575140626317, "loss": 0.23, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8816, "eval_loss": 0.42304956912994385, "eval_runtime": 7.6865, "eval_samples_per_second": 487.866, "eval_steps_per_second": 7.676, "step": 999 }, { "epoch": 4.0, "grad_norm": 27.438364028930664, "learning_rate": 4.7745751406263163e-05, "loss": 0.1198, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8914666666666666, "eval_loss": 0.3861885964870453, "eval_runtime": 7.8362, "eval_samples_per_second": 478.549, "eval_steps_per_second": 7.529, "step": 1332 } ], "logging_steps": 500, "max_steps": 1665, "num_input_tokens_seen": 0, "num_train_epochs": 5, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 3.2705716958208e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }