{ "best_metric": 0.94, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0809/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": 2.7454113960266113, "learning_rate": 3e-05, "loss": 1.1344, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9245333333333333, "eval_loss": 0.29382824897766113, "eval_runtime": 11.6444, "eval_samples_per_second": 322.044, "eval_steps_per_second": 5.067, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.2284272164106369, "learning_rate": 3e-05, "loss": 0.1777, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9352, "eval_loss": 0.22039498388767242, "eval_runtime": 12.708, "eval_samples_per_second": 295.091, "eval_steps_per_second": 4.643, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.9719551801681519, "learning_rate": 3e-05, "loss": 0.0726, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9384, "eval_loss": 0.21802596747875214, "eval_runtime": 12.4442, "eval_samples_per_second": 301.344, "eval_steps_per_second": 4.741, "step": 999 }, { "epoch": 4.0, "grad_norm": 2.06803560256958, "learning_rate": 3e-05, "loss": 0.0288, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9370666666666667, "eval_loss": 0.24558617174625397, "eval_runtime": 11.884, "eval_samples_per_second": 315.552, "eval_steps_per_second": 4.965, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.0748777985572815, "learning_rate": 3e-05, "loss": 0.0131, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.94, "eval_loss": 0.24672503769397736, "eval_runtime": 12.7588, "eval_samples_per_second": 293.915, "eval_steps_per_second": 4.624, "step": 1665 } ], "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": true }, "attributes": {} } }, "total_flos": 8.2370660311296e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }