{ "best_metric": 0.8794666666666666, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0233/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": Infinity, "learning_rate": 7e-05, "loss": 0.7505, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.844, "eval_loss": 0.5049033761024475, "eval_runtime": 6.542, "eval_samples_per_second": 573.218, "eval_steps_per_second": 9.019, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.7136536836624146, "learning_rate": 7e-05, "loss": 0.2415, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8509333333333333, "eval_loss": 0.5333887934684753, "eval_runtime": 6.5949, "eval_samples_per_second": 568.625, "eval_steps_per_second": 8.946, "step": 666 }, { "epoch": 3.0, "grad_norm": 285.6513671875, "learning_rate": 7e-05, "loss": 0.1457, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8738666666666667, "eval_loss": 0.4782179892063141, "eval_runtime": 6.5607, "eval_samples_per_second": 571.585, "eval_steps_per_second": 8.993, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.8811736106872559, "learning_rate": 7e-05, "loss": 0.1091, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8794666666666666, "eval_loss": 0.4526247978210449, "eval_runtime": 7.4321, "eval_samples_per_second": 504.565, "eval_steps_per_second": 7.938, "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": 6.58965282490368e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }