{ "best_metric": 0.9482666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0418/checkpoints/checkpoint-1665", "epoch": 5.0, "eval_steps": 500, "global_step": 1665, "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": 6.735155628520579e-05, "loss": 0.7029, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9304, "eval_loss": 0.24378058314323425, "eval_runtime": 11.8948, "eval_samples_per_second": 315.264, "eval_steps_per_second": 4.96, "step": 333 }, { "epoch": 2.0, "grad_norm": 17.89156723022461, "learning_rate": 5.9777905730703695e-05, "loss": 0.1074, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9378666666666666, "eval_loss": 0.22780488431453705, "eval_runtime": 11.9653, "eval_samples_per_second": 313.407, "eval_steps_per_second": 4.931, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.25992363691329956, "learning_rate": 4.843204364097674e-05, "loss": 0.0403, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9341333333333334, "eval_loss": 0.25382447242736816, "eval_runtime": 11.7017, "eval_samples_per_second": 320.465, "eval_steps_per_second": 5.042, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.013883857056498528, "learning_rate": 3.5041274668689884e-05, "loss": 0.0131, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9410666666666667, "eval_loss": 0.23297734558582306, "eval_runtime": 12.0508, "eval_samples_per_second": 311.184, "eval_steps_per_second": 4.896, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.11331018060445786, "learning_rate": 2.16442220022508e-05, "loss": 0.005, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9482666666666667, "eval_loss": 0.21516284346580505, "eval_runtime": 11.7106, "eval_samples_per_second": 320.223, "eval_steps_per_second": 5.038, "step": 1665 } ], "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": 8.2370660311296e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }