{ "best_metric": 0.9045333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0933/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": 4.667026293130983e-05, "loss": 2.0139, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7898666666666667, "eval_loss": 0.880171000957489, "eval_runtime": 6.3766, "eval_samples_per_second": 588.087, "eval_steps_per_second": 9.253, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 3.7568023640968045e-05, "loss": 0.6013, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8546666666666667, "eval_loss": 0.5458696484565735, "eval_runtime": 6.1382, "eval_samples_per_second": 610.928, "eval_steps_per_second": 9.612, "step": 666 }, { "epoch": 3.0, "grad_norm": Infinity, "learning_rate": 2.511792721482581e-05, "loss": 0.3151, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8765333333333334, "eval_loss": 0.43392670154571533, "eval_runtime": 6.4814, "eval_samples_per_second": 578.579, "eval_steps_per_second": 9.103, "step": 999 }, { "epoch": 4.0, "grad_norm": 1.9991635084152222, "learning_rate": 1.2602267032890267e-05, "loss": 0.1706, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8976, "eval_loss": 0.3659414052963257, "eval_runtime": 6.7474, "eval_samples_per_second": 555.771, "eval_steps_per_second": 8.744, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.16245365142822266, "learning_rate": 3.4085693874684883e-06, "loss": 0.0914, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8962666666666667, "eval_loss": 0.3597579300403595, "eval_runtime": 6.196, "eval_samples_per_second": 605.227, "eval_steps_per_second": 9.522, "step": 1665 }, { "epoch": 6.0, "grad_norm": 1.1129230260849, "learning_rate": 2.7813810714871767e-10, "loss": 0.0605, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9045333333333333, "eval_loss": 0.3509753942489624, "eval_runtime": 7.0662, "eval_samples_per_second": 530.695, "eval_steps_per_second": 8.35, "step": 1998 } ], "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": true }, "attributes": {} } }, "total_flos": 9.88447923735552e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }