code: def __init__(self, num_classes: int):
      super().__init__()
      self.num_classes = num_classes
  
imports: from typing import Tuple
  from numba import objmode
  import numpy
  import torch
  import torch.nn.functional
  from dataclasses import replace
  from typing import Callable, Optional, Tuple
  from ..pipeline.allocation_query import AllocationQuery
  from ..pipeline.operation import Operation
  from ..pipeline.state import State
  from ..pipeline.compiler import Compiler
label_desc: Use image node_id 1 to create a new MixupToOneHot object from inherited base classes: Operation with example: obj = MixupToOneHot(num_classes)