{ "best_metric": 0.8365333333333334, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0775/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": 0.0002627252252252252, "loss": 2.6257, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.5242666666666667, "eval_loss": 1.633152723312378, "eval_runtime": 6.5176, "eval_samples_per_second": 575.363, "eval_steps_per_second": 9.052, "step": 333 }, { "epoch": 2.0, "grad_norm": 26.28261947631836, "learning_rate": 0.0002252252252252252, "loss": 1.0953, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.6912, "eval_loss": 0.9823421835899353, "eval_runtime": 7.0934, "eval_samples_per_second": 528.664, "eval_steps_per_second": 8.318, "step": 666 }, { "epoch": 3.0, "grad_norm": 5.641635894775391, "learning_rate": 0.00018772522522522518, "loss": 0.5354, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.7669333333333334, "eval_loss": 0.7766706347465515, "eval_runtime": 14.3256, "eval_samples_per_second": 261.769, "eval_steps_per_second": 4.119, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.4988974630832672, "learning_rate": 0.0001502252252252252, "loss": 0.2439, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.7818666666666667, "eval_loss": 0.7360715866088867, "eval_runtime": 6.7064, "eval_samples_per_second": 559.171, "eval_steps_per_second": 8.798, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.21947646141052246, "learning_rate": 0.00011272522522522522, "loss": 0.1023, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.792, "eval_loss": 0.7378551959991455, "eval_runtime": 6.5074, "eval_samples_per_second": 576.264, "eval_steps_per_second": 9.067, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.5241366028785706, "learning_rate": 7.522522522522523e-05, "loss": 0.0362, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8064, "eval_loss": 0.7492461204528809, "eval_runtime": 6.4582, "eval_samples_per_second": 580.661, "eval_steps_per_second": 9.136, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.041464537382125854, "learning_rate": 3.7725225225225225e-05, "loss": 0.0078, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8365333333333334, "eval_loss": 0.686863362789154, "eval_runtime": 6.6324, "eval_samples_per_second": 565.407, "eval_steps_per_second": 8.896, "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 }