{ "best_metric": 0.6106666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0839/checkpoints/checkpoint-2331", "epoch": 7.0, "eval_steps": 500, "global_step": 2331, "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": 0.0004810825448943271, "loss": 3.0643, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.29706666666666665, "eval_loss": 2.5800931453704834, "eval_runtime": 6.6287, "eval_samples_per_second": 565.726, "eval_steps_per_second": 8.901, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 0.0004271931404387096, "loss": 2.3306, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.40613333333333335, "eval_loss": 2.166173219680786, "eval_runtime": 7.1625, "eval_samples_per_second": 523.562, "eval_steps_per_second": 8.237, "step": 666 }, { "epoch": 3.0, "grad_norm": Infinity, "learning_rate": 0.0003464873897488322, "loss": 1.8785, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.46853333333333336, "eval_loss": 1.857843041419983, "eval_runtime": 7.4846, "eval_samples_per_second": 501.029, "eval_steps_per_second": 7.883, "step": 999 }, { "epoch": 4.0, "grad_norm": 13.149824142456055, "learning_rate": 0.00025088445554620134, "loss": 1.4348, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.5397333333333333, "eval_loss": 1.6192086935043335, "eval_runtime": 7.1724, "eval_samples_per_second": 522.837, "eval_steps_per_second": 8.226, "step": 1332 }, { "epoch": 5.0, "grad_norm": 21.50592803955078, "learning_rate": 0.00015514687100427082, "loss": 0.9526, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.5736, "eval_loss": 1.5202983617782593, "eval_runtime": 6.8488, "eval_samples_per_second": 547.54, "eval_steps_per_second": 8.615, "step": 1665 }, { "epoch": 6.0, "grad_norm": 15.375426292419434, "learning_rate": 7.384981550618446e-05, "loss": 0.4532, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.6, "eval_loss": 1.4901623725891113, "eval_runtime": 6.8454, "eval_samples_per_second": 547.814, "eval_steps_per_second": 8.619, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.3777942955493927, "learning_rate": 1.9370028791882848e-05, "loss": 0.13, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.6106666666666667, "eval_loss": 1.5406244993209839, "eval_runtime": 7.3161, "eval_samples_per_second": 512.565, "eval_steps_per_second": 8.064, "step": 2331 } ], "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": 1.153189244358144e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }