{ "best_metric": 0.9482666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0676/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": 0.4117160439491272, "learning_rate": 6.531088913245535e-05, "loss": 0.6856, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9256, "eval_loss": 0.2715129256248474, "eval_runtime": 11.1567, "eval_samples_per_second": 336.12, "eval_steps_per_second": 5.288, "step": 333 }, { "epoch": 2.0, "grad_norm": 1.7975550889968872, "learning_rate": 5.2499999999999995e-05, "loss": 0.13, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9264, "eval_loss": 0.26744455099105835, "eval_runtime": 10.8627, "eval_samples_per_second": 345.217, "eval_steps_per_second": 5.431, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.16067996621131897, "learning_rate": 3.5e-05, "loss": 0.0538, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.94, "eval_loss": 0.22905713319778442, "eval_runtime": 11.4179, "eval_samples_per_second": 328.432, "eval_steps_per_second": 5.167, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.140328049659729, "learning_rate": 1.7500000000000005e-05, "loss": 0.0211, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9402666666666667, "eval_loss": 0.2234363555908203, "eval_runtime": 11.2403, "eval_samples_per_second": 333.62, "eval_steps_per_second": 5.249, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.029369253665208817, "learning_rate": 4.689110867544645e-06, "loss": 0.0071, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9482666666666667, "eval_loss": 0.2065318524837494, "eval_runtime": 10.9646, "eval_samples_per_second": 342.009, "eval_steps_per_second": 5.381, "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 }