code: def test_run_vit_mae_pretraining(self):
      tmp_dir = self.get_auto_remove_tmp_dir()
      testargs = f"""
              run_mae.py
              --output_dir {tmp_dir}
              --dataset_name hf-internal-testing/cats_vs_dogs_sample
              --do_train
              --do_eval
              --learning_rate 1e-4
              --per_device_train_batch_size 2
              --per_device_eval_batch_size 1
              --remove_unused_columns False
              --overwrite_output_dir True
              --dataloader_num_workers 16
              --metric_for_best_model accuracy
              --max_steps 10
              --train_val_split 0.1
              --seed 42
          """.split()
  
      if is_cuda_and_apex_available():
          testargs.append("--fp16")
  
      with patch.object(sys, "argv", testargs):
          run_mae.main()
          model = ViTMAEForPreTraining.from_pretrained(tmp_dir)
          self.assertIsNotNone(model)
  
imports: import argparse
  import json
  import logging
  import os
  import sys
  from unittest.mock import patch
  import torch
  from transformers import ViTMAEForPreTraining, Wav2Vec2ForPreTraining
  from transformers.testing_utils import CaptureLogger, TestCasePlus, get_gpu_count, slow, torch_device
  from transformers.utils import is_apex_available
label_desc: Use image node_id 17 for calling the ExamplesTests obj's underlying member method code with example usage: obj.test_run_vit_mae_pretraining() without return types