{ "best_metric": 0.8736, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0418/checkpoints/checkpoint-2331", "epoch": 7.0, "eval_steps": 500, "global_step": 2331, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 240.02720642089844, "learning_rate": 5e-05, "loss": 3.6775, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.47973333333333334, "eval_loss": 3.029951572418213, "eval_runtime": 14.9425, "eval_samples_per_second": 250.962, "eval_steps_per_second": 3.948, "step": 333 }, { "epoch": 2.0, "grad_norm": 136.63430786132812, "learning_rate": 5e-05, "loss": 1.8019, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.7333333333333333, "eval_loss": 0.9993602633476257, "eval_runtime": 14.4183, "eval_samples_per_second": 260.086, "eval_steps_per_second": 4.092, "step": 666 }, { "epoch": 3.0, "grad_norm": 202.58168029785156, "learning_rate": 5e-05, "loss": 0.8125, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.796, "eval_loss": 0.6769412159919739, "eval_runtime": 14.7904, "eval_samples_per_second": 253.543, "eval_steps_per_second": 3.989, "step": 999 }, { "epoch": 4.0, "grad_norm": 114.95118713378906, "learning_rate": 5e-05, "loss": 0.5904, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8309333333333333, "eval_loss": 0.5518678426742554, "eval_runtime": 14.6818, "eval_samples_per_second": 255.417, "eval_steps_per_second": 4.019, "step": 1332 }, { "epoch": 5.0, "grad_norm": 140.66746520996094, "learning_rate": 5e-05, "loss": 0.4857, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8453333333333334, "eval_loss": 0.5000717043876648, "eval_runtime": 14.2445, "eval_samples_per_second": 263.259, "eval_steps_per_second": 4.142, "step": 1665 }, { "epoch": 6.0, "grad_norm": 72.94957733154297, "learning_rate": 5e-05, "loss": 0.4043, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8658666666666667, "eval_loss": 0.4375742971897125, "eval_runtime": 14.2547, "eval_samples_per_second": 263.072, "eval_steps_per_second": 4.139, "step": 1998 }, { "epoch": 7.0, "grad_norm": 142.59872436523438, "learning_rate": 5e-05, "loss": 0.3323, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8736, "eval_loss": 0.42849433422088623, "eval_runtime": 14.4042, "eval_samples_per_second": 260.341, "eval_steps_per_second": 4.096, "step": 2331 } ], "logging_steps": 500, "max_steps": 2997, "num_input_tokens_seen": 0, "num_train_epochs": 9, "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": 5.7235004676864e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }