code: def __init__(self, dtype: torch.dtype) -> None:
      super().__init__()
      self.dtype = dtype
  
imports: from typing import List, Tuple, Dict, Optional
  import torch
  import torchvision
  from torch import nn, Tensor
  from torchvision.transforms import functional
  from torchvision.transforms import transforms
label_desc: Use image node_id 1 to create a new ConvertImageDtype object from inherited base classes: nn with example: obj = ConvertImageDtype(dtype)