code: def _reload_functionals():
      # torch.nn.functional does not support importlib.reload()
      F.linear = old_functions[F.linear.__name__]
      F.conv1d = old_functions[F.conv1d.__name__]
      F.conv2d = old_functions[F.conv2d.__name__]
      F.conv3d = old_functions[F.conv3d.__name__]
      F.conv_transpose1d = old_functions[F.conv_transpose1d.__name__]
      F.conv_transpose2d = old_functions[F.conv_transpose2d.__name__]
      F.conv_transpose3d = old_functions[F.conv_transpose3d.__name__]
      F.relu = old_functions[F.relu.__name__]
      F.prelu = old_functions[F.prelu.__name__]
      F.elu = old_functions[F.elu.__name__]
      F.leaky_relu = old_functions[F.leaky_relu.__name__]
      F.relu6 = old_functions[F.relu6.__name__]
      F.batch_norm = old_functions[F.batch_norm.__name__]
      F.avg_pool1d = old_functions[F.avg_pool1d.__name__]
      F.avg_pool2d = old_functions[F.avg_pool2d.__name__]
      F.avg_pool3d = old_functions[F.avg_pool3d.__name__]
      F.max_pool1d = old_functions[F.max_pool1d.__name__]
      F.max_pool2d = old_functions[F.max_pool2d.__name__]
      F.max_pool3d = old_functions[F.max_pool3d.__name__]
      F.adaptive_avg_pool1d = old_functions[
          F.adaptive_avg_pool1d.__name__
      ]
      F.adaptive_avg_pool2d = old_functions[
          F.adaptive_avg_pool2d.__name__
      ]
      F.adaptive_avg_pool3d = old_functions[
          F.adaptive_avg_pool3d.__name__
      ]
      F.adaptive_max_pool1d = old_functions[
          F.adaptive_max_pool1d.__name__
      ]
      F.adaptive_max_pool2d = old_functions[
          F.adaptive_max_pool2d.__name__
      ]
      F.adaptive_max_pool3d = old_functions[
          F.adaptive_max_pool3d.__name__
      ]
      F.upsample = old_functions[F.upsample.__name__]
      F.interpolate = old_functions[F.interpolate.__name__]
      F.softmax = old_functions[F.softmax.__name__]
      F.embedding = old_functions[F.embedding.__name__]
  
imports: import time
  import torch
  import torch.nn
  import torch.nn.functional
  from functools import partial
  from typing import List, Optional
  from collections import OrderedDict
  import numpy
label_desc: Use image node_id 31 for calling a global function with example usage: _reload_functionals() without return types