{ "best_metric": 0.9077333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0328/checkpoints/checkpoint-1998", "epoch": 6.0, "eval_steps": 500, "global_step": 1998, "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": 0.0003, "loss": 0.5968, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8928, "eval_loss": 0.35770294070243835, "eval_runtime": 13.1002, "eval_samples_per_second": 286.255, "eval_steps_per_second": 4.504, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.25165092945098877, "learning_rate": 0.0003, "loss": 0.2877, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9026666666666666, "eval_loss": 0.3473285734653473, "eval_runtime": 13.0566, "eval_samples_per_second": 287.21, "eval_steps_per_second": 4.519, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.575300395488739, "learning_rate": 0.0003, "loss": 0.2195, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8954666666666666, "eval_loss": 0.38400378823280334, "eval_runtime": 13.3363, "eval_samples_per_second": 281.188, "eval_steps_per_second": 4.424, "step": 999 }, { "epoch": 4.0, "grad_norm": 24.276966094970703, "learning_rate": 0.0003, "loss": 0.1893, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.88, "eval_loss": 0.4533151388168335, "eval_runtime": 13.0868, "eval_samples_per_second": 286.548, "eval_steps_per_second": 4.508, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.026050984859466553, "learning_rate": 0.0003, "loss": 0.1615, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8829333333333333, "eval_loss": 0.4537176787853241, "eval_runtime": 13.2534, "eval_samples_per_second": 282.946, "eval_steps_per_second": 4.452, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.0866602286696434, "learning_rate": 0.0003, "loss": 0.1447, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9077333333333333, "eval_loss": 0.3672439455986023, "eval_runtime": 13.1338, "eval_samples_per_second": 285.524, "eval_steps_per_second": 4.492, "step": 1998 } ], "logging_steps": 500, "max_steps": 2664, "num_input_tokens_seen": 0, "num_train_epochs": 8, "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": 9.88447923735552e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }