{ "best_metric": 0.9309333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0715/checkpoints/checkpoint-1665", "epoch": 5.0, "eval_steps": 500, "global_step": 1665, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 2.4976277351379395, "learning_rate": 7e-05, "loss": 0.7287, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9296, "eval_loss": 0.2503228485584259, "eval_runtime": 10.7199, "eval_samples_per_second": 349.816, "eval_steps_per_second": 5.504, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 7e-05, "loss": 0.162, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9269333333333334, "eval_loss": 0.2685362696647644, "eval_runtime": 10.7871, "eval_samples_per_second": 347.639, "eval_steps_per_second": 5.47, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.030335117131471634, "learning_rate": 7e-05, "loss": 0.0815, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9298666666666666, "eval_loss": 0.25038665533065796, "eval_runtime": 10.8482, "eval_samples_per_second": 345.679, "eval_steps_per_second": 5.439, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.3672960102558136, "learning_rate": 7e-05, "loss": 0.0512, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9282666666666667, "eval_loss": 0.2871539294719696, "eval_runtime": 11.1139, "eval_samples_per_second": 337.416, "eval_steps_per_second": 5.309, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.01529080979526043, "learning_rate": 7e-05, "loss": 0.0365, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9309333333333333, "eval_loss": 0.3029181957244873, "eval_runtime": 11.2637, "eval_samples_per_second": 332.929, "eval_steps_per_second": 5.238, "step": 1665 } ], "logging_steps": 500, "max_steps": 1998, "num_input_tokens_seen": 0, "num_train_epochs": 6, "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": 8.2370660311296e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }