{ "best_metric": 0.6866666666666666, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0856/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": Infinity, "learning_rate": 0.00047538820348083834, "loss": 3.041, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.3144, "eval_loss": 2.565349578857422, "eval_runtime": 5.8332, "eval_samples_per_second": 642.872, "eval_steps_per_second": 10.115, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 0.00040639873814655834, "loss": 2.1572, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.4688, "eval_loss": 1.9179697036743164, "eval_runtime": 6.3476, "eval_samples_per_second": 590.777, "eval_steps_per_second": 9.295, "step": 666 }, { "epoch": 3.0, "grad_norm": 16.21799087524414, "learning_rate": 0.00030628700751103485, "loss": 1.5368, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.5629333333333333, "eval_loss": 1.5169215202331543, "eval_runtime": 5.9114, "eval_samples_per_second": 634.368, "eval_steps_per_second": 9.981, "step": 999 }, { "epoch": 4.0, "grad_norm": Infinity, "learning_rate": 0.000195355683908512, "loss": 1.0273, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.6309333333333333, "eval_loss": 1.293600082397461, "eval_runtime": 5.8262, "eval_samples_per_second": 643.639, "eval_steps_per_second": 10.127, "step": 1332 }, { "epoch": 5.0, "grad_norm": 9.02326774597168, "learning_rate": 9.491910332815573e-05, "loss": 0.5093, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.6616, "eval_loss": 1.2050461769104004, "eval_runtime": 5.891, "eval_samples_per_second": 636.566, "eval_steps_per_second": 10.015, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.6700507998466492, "learning_rate": 2.519819627604078e-05, "loss": 0.1534, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.6866666666666666, "eval_loss": 1.199965000152588, "eval_runtime": 6.3353, "eval_samples_per_second": 591.919, "eval_steps_per_second": 9.313, "step": 1998 } ], "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": 9.88447923735552e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }