code: def _named_children_with_duplicates(module):
      """Version of torch.nn.Module.named_children() that includes duplicate modules"""
      for name, module in module._modules.items():
          if module is not None:
              yield name, module
  
imports: from .None import distiller
  import re
  import numpy
  import collections
  import torch
  import torch.nn
  import torch.jit
  import logging
  from collections import OrderedDict, defaultdict
  from collections.abc import MutableSequence, Iterable
label_desc: Use image node_id 2 for calling a global function with example usage: _named_children_with_duplicates(module) without return types