{ "best_metric": 0.9456, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0623/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": 0.36588969826698303, "learning_rate": 7e-05, "loss": 0.6283, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9397333333333333, "eval_loss": 0.21636702120304108, "eval_runtime": 10.1238, "eval_samples_per_second": 370.416, "eval_steps_per_second": 5.828, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.37235206365585327, "learning_rate": 7e-05, "loss": 0.0953, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9370666666666667, "eval_loss": 0.23298899829387665, "eval_runtime": 10.1679, "eval_samples_per_second": 368.807, "eval_steps_per_second": 5.803, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.030930904671549797, "learning_rate": 7e-05, "loss": 0.0468, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9402666666666667, "eval_loss": 0.22370325028896332, "eval_runtime": 10.4797, "eval_samples_per_second": 357.834, "eval_steps_per_second": 5.63, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.025740619748830795, "learning_rate": 7e-05, "loss": 0.0237, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9437333333333333, "eval_loss": 0.22756117582321167, "eval_runtime": 11.637, "eval_samples_per_second": 322.248, "eval_steps_per_second": 5.07, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.017519226297736168, "learning_rate": 7e-05, "loss": 0.0192, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9432, "eval_loss": 0.2435714453458786, "eval_runtime": 10.3057, "eval_samples_per_second": 363.877, "eval_steps_per_second": 5.725, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.05113710090517998, "learning_rate": 7e-05, "loss": 0.0136, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9456, "eval_loss": 0.25797221064567566, "eval_runtime": 10.0549, "eval_samples_per_second": 372.954, "eval_steps_per_second": 5.868, "step": 1998 } ], "logging_steps": 500, "max_steps": 2997, "num_input_tokens_seen": 0, "num_train_epochs": 9, "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 }