{ "best_metric": 0.9458666666666666, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0226/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": 0.5607795715332031, "learning_rate": 3e-05, "loss": 1.1672, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9213333333333333, "eval_loss": 0.314700722694397, "eval_runtime": 6.3245, "eval_samples_per_second": 592.935, "eval_steps_per_second": 9.329, "step": 333 }, { "epoch": 2.0, "grad_norm": 19.171836853027344, "learning_rate": 3e-05, "loss": 0.1717, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9410666666666667, "eval_loss": 0.2245205193758011, "eval_runtime": 6.0309, "eval_samples_per_second": 621.802, "eval_steps_per_second": 9.783, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.1476166695356369, "learning_rate": 3e-05, "loss": 0.0664, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9381333333333334, "eval_loss": 0.22430521249771118, "eval_runtime": 6.4851, "eval_samples_per_second": 578.252, "eval_steps_per_second": 9.098, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.04458606243133545, "learning_rate": 3e-05, "loss": 0.0288, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9408, "eval_loss": 0.2401152402162552, "eval_runtime": 5.837, "eval_samples_per_second": 642.456, "eval_steps_per_second": 10.108, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.056007109582424164, "learning_rate": 3e-05, "loss": 0.0137, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9458666666666666, "eval_loss": 0.2335721254348755, "eval_runtime": 6.1359, "eval_samples_per_second": 611.153, "eval_steps_per_second": 9.615, "step": 1665 } ], "logging_steps": 500, "max_steps": 2331, "num_input_tokens_seen": 0, "num_train_epochs": 7, "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 }