{ "best_metric": 0.9496, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0758/checkpoints/checkpoint-2997", "epoch": 9.0, "eval_steps": 500, "global_step": 2997, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 5.763750076293945, "learning_rate": 6.222222222222222e-05, "loss": 0.6973, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9181333333333334, "eval_loss": 0.2694110870361328, "eval_runtime": 11.2616, "eval_samples_per_second": 332.991, "eval_steps_per_second": 5.239, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.1675330400466919, "learning_rate": 5.444444444444444e-05, "loss": 0.1426, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9314666666666667, "eval_loss": 0.22955980896949768, "eval_runtime": 11.4223, "eval_samples_per_second": 328.304, "eval_steps_per_second": 5.165, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.9778815507888794, "learning_rate": 4.666666666666666e-05, "loss": 0.0727, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9429333333333333, "eval_loss": 0.19682304561138153, "eval_runtime": 11.5774, "eval_samples_per_second": 323.907, "eval_steps_per_second": 5.096, "step": 999 }, { "epoch": 4.0, "grad_norm": 2.0580928325653076, "learning_rate": 3.8888888888888884e-05, "loss": 0.0395, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9413333333333334, "eval_loss": 0.23067164421081543, "eval_runtime": 11.6038, "eval_samples_per_second": 323.171, "eval_steps_per_second": 5.085, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.5527564287185669, "learning_rate": 3.111111111111111e-05, "loss": 0.0215, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9429333333333333, "eval_loss": 0.22721877694129944, "eval_runtime": 12.3558, "eval_samples_per_second": 303.5, "eval_steps_per_second": 4.775, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.00954844057559967, "learning_rate": 2.333333333333333e-05, "loss": 0.0107, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9432, "eval_loss": 0.2322542816400528, "eval_runtime": 11.5419, "eval_samples_per_second": 324.902, "eval_steps_per_second": 5.112, "step": 1998 }, { "epoch": 7.0, "grad_norm": NaN, "learning_rate": 1.557891224557891e-05, "loss": 0.0047, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.9485333333333333, "eval_loss": 0.22237330675125122, "eval_runtime": 11.9525, "eval_samples_per_second": 313.741, "eval_steps_per_second": 4.936, "step": 2331 }, { "epoch": 8.0, "grad_norm": 0.011979671195149422, "learning_rate": 7.801134467801133e-06, "loss": 0.0022, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.9469333333333333, "eval_loss": 0.22966329753398895, "eval_runtime": 11.4793, "eval_samples_per_second": 326.675, "eval_steps_per_second": 5.14, "step": 2664 }, { "epoch": 9.0, "grad_norm": 0.018474088981747627, "learning_rate": 2.3356690023356688e-08, "loss": 0.0017, "step": 2997 }, { "epoch": 9.0, "eval_accuracy": 0.9496, "eval_loss": 0.2414996474981308, "eval_runtime": 11.5422, "eval_samples_per_second": 324.896, "eval_steps_per_second": 5.112, "step": 2997 } ], "logging_steps": 500, "max_steps": 2997, "num_input_tokens_seen": 0, "num_train_epochs": 9, "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": 1.482671885603328e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }