{ "best_metric": 0.8701333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0948/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": Infinity, "learning_rate": 2.8002157758785897e-05, "loss": 2.2635, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7506666666666667, "eval_loss": 1.0997530221939087, "eval_runtime": 12.3324, "eval_samples_per_second": 304.077, "eval_steps_per_second": 4.784, "step": 333 }, { "epoch": 2.0, "grad_norm": 34.421852111816406, "learning_rate": 2.2520416388814085e-05, "loss": 0.7772, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8194666666666667, "eval_loss": 0.6586743593215942, "eval_runtime": 12.4234, "eval_samples_per_second": 301.849, "eval_steps_per_second": 4.749, "step": 666 }, { "epoch": 3.0, "grad_norm": 1.848949670791626, "learning_rate": 1.5023585520713769e-05, "loss": 0.4493, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8464, "eval_loss": 0.5362796187400818, "eval_runtime": 12.1746, "eval_samples_per_second": 308.017, "eval_steps_per_second": 4.846, "step": 999 }, { "epoch": 4.0, "grad_norm": 6.686062812805176, "learning_rate": 7.520434931385125e-06, "loss": 0.2848, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8637333333333334, "eval_loss": 0.4687795341014862, "eval_runtime": 12.7298, "eval_samples_per_second": 294.585, "eval_steps_per_second": 4.635, "step": 1332 }, { "epoch": 5.0, "grad_norm": 1.624548316001892, "learning_rate": 2.0214277619278764e-06, "loss": 0.1968, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8701333333333333, "eval_loss": 0.4523065686225891, "eval_runtime": 12.8741, "eval_samples_per_second": 291.282, "eval_steps_per_second": 4.583, "step": 1665 } ], "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": false }, "attributes": {} } }, "total_flos": 8.2370660311296e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }