{ "best_metric": 0.9541333333333334, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0010/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": 8.145560752888351e-05, "loss": 0.5967, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9312, "eval_loss": 0.24525344371795654, "eval_runtime": 13.8349, "eval_samples_per_second": 271.054, "eval_steps_per_second": 4.265, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.06850789487361908, "learning_rate": 5.898649216615971e-05, "loss": 0.107, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9416, "eval_loss": 0.21518097817897797, "eval_runtime": 13.8585, "eval_samples_per_second": 270.593, "eval_steps_per_second": 4.257, "step": 666 }, { "epoch": 3.0, "grad_norm": 6.4347357749938965, "learning_rate": 3.117501217934705e-05, "loss": 0.0389, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9498666666666666, "eval_loss": 0.19603173434734344, "eval_runtime": 14.426, "eval_samples_per_second": 259.948, "eval_steps_per_second": 4.09, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.014449326321482658, "learning_rate": 8.644207645970472e-06, "loss": 0.0125, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9541333333333334, "eval_loss": 0.18125715851783752, "eval_runtime": 11.8688, "eval_samples_per_second": 315.955, "eval_steps_per_second": 4.971, "step": 1332 } ], "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": false }, "attributes": {} } }, "total_flos": 6.58965282490368e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }