{ "best_metric": 0.9109333333333334, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0920/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": 4.8108254489432715e-05, "loss": 1.9474, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8093333333333333, "eval_loss": 0.8223518133163452, "eval_runtime": 4.7409, "eval_samples_per_second": 790.987, "eval_steps_per_second": 12.445, "step": 333 }, { "epoch": 2.0, "grad_norm": 3.5536627769470215, "learning_rate": 4.2698504093359784e-05, "loss": 0.5925, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8602666666666666, "eval_loss": 0.5446879863739014, "eval_runtime": 4.6029, "eval_samples_per_second": 814.696, "eval_steps_per_second": 12.818, "step": 666 }, { "epoch": 3.0, "grad_norm": Infinity, "learning_rate": 3.4621534620947785e-05, "loss": 0.3219, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8773333333333333, "eval_loss": 0.4275277256965637, "eval_runtime": 4.9603, "eval_samples_per_second": 755.999, "eval_steps_per_second": 11.894, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.386879563331604, "learning_rate": 2.5058963771413844e-05, "loss": 0.1807, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8869333333333334, "eval_loss": 0.41011252999305725, "eval_runtime": 4.413, "eval_samples_per_second": 849.758, "eval_steps_per_second": 13.37, "step": 1332 }, { "epoch": 5.0, "grad_norm": 1.816536545753479, "learning_rate": 1.5487416222190068e-05, "loss": 0.0953, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9008, "eval_loss": 0.3531179428100586, "eval_runtime": 4.4183, "eval_samples_per_second": 848.748, "eval_steps_per_second": 13.354, "step": 1665 }, { "epoch": 6.0, "grad_norm": 3.5180375576019287, "learning_rate": 7.36407332135117e-06, "loss": 0.048, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9109333333333334, "eval_loss": 0.3344250023365021, "eval_runtime": 4.418, "eval_samples_per_second": 848.798, "eval_steps_per_second": 13.354, "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 }