{ "best_metric": 0.9373333333333334, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0517/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": 0.23168382048606873, "learning_rate": 7.500000000000001e-05, "loss": 0.6941, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9146666666666666, "eval_loss": 0.29239752888679504, "eval_runtime": 13.2935, "eval_samples_per_second": 282.092, "eval_steps_per_second": 4.438, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.4338453710079193, "learning_rate": 6e-05, "loss": 0.1488, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9245333333333333, "eval_loss": 0.2595774531364441, "eval_runtime": 14.1009, "eval_samples_per_second": 265.941, "eval_steps_per_second": 4.184, "step": 666 }, { "epoch": 3.0, "grad_norm": 1.2649027109146118, "learning_rate": 4.5e-05, "loss": 0.0664, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9258666666666666, "eval_loss": 0.27358660101890564, "eval_runtime": 14.1741, "eval_samples_per_second": 264.567, "eval_steps_per_second": 4.163, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.023524940013885498, "learning_rate": 3e-05, "loss": 0.03, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9325333333333333, "eval_loss": 0.25335827469825745, "eval_runtime": 14.151, "eval_samples_per_second": 264.999, "eval_steps_per_second": 4.169, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.04556456580758095, "learning_rate": 1.5e-05, "loss": 0.0129, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9362666666666667, "eval_loss": 0.24637223780155182, "eval_runtime": 14.6476, "eval_samples_per_second": 256.015, "eval_steps_per_second": 4.028, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.1849849671125412, "learning_rate": 0.0, "loss": 0.0065, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9373333333333334, "eval_loss": 0.25997939705848694, "eval_runtime": 13.8819, "eval_samples_per_second": 270.136, "eval_steps_per_second": 4.25, "step": 1998 } ], "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": true }, "attributes": {} } }, "total_flos": 9.88447923735552e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }