{ "best_metric": 0.9008, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0683/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": 8.659485808097889e-05, "loss": 1.4812, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8125333333333333, "eval_loss": 0.672615110874176, "eval_runtime": 10.5313, "eval_samples_per_second": 356.082, "eval_steps_per_second": 5.602, "step": 333 }, { "epoch": 2.0, "grad_norm": 7.084841251373291, "learning_rate": 7.685730736804761e-05, "loss": 0.4841, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8072, "eval_loss": 0.5981847643852234, "eval_runtime": 11.5589, "eval_samples_per_second": 324.424, "eval_steps_per_second": 5.104, "step": 666 }, { "epoch": 3.0, "grad_norm": 23.665874481201172, "learning_rate": 6.226977039554153e-05, "loss": 0.2763, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8672, "eval_loss": 0.43626776337623596, "eval_runtime": 13.321, "eval_samples_per_second": 281.511, "eval_steps_per_second": 4.429, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.38191354274749756, "learning_rate": 4.505306743117272e-05, "loss": 0.1539, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8746666666666667, "eval_loss": 0.42030030488967896, "eval_runtime": 10.5405, "eval_samples_per_second": 355.772, "eval_steps_per_second": 5.597, "step": 1332 }, { "epoch": 5.0, "grad_norm": Infinity, "learning_rate": 2.7877349199942123e-05, "loss": 0.0765, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8882666666666666, "eval_loss": 0.38082414865493774, "eval_runtime": 10.4004, "eval_samples_per_second": 360.563, "eval_steps_per_second": 5.673, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.1506604552268982, "learning_rate": 1.3255331978432106e-05, "loss": 0.0301, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9008, "eval_loss": 0.3681863844394684, "eval_runtime": 10.4033, "eval_samples_per_second": 360.461, "eval_steps_per_second": 5.671, "step": 1998 } ], "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": 9.88447923735552e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }