code: def __init__(self, pooling, f, params):
      super(WideResNet, self).__init__()
      self.pooling = pooling
      self.f = f
      self.params = params
  
file_path: pywick/pywick/models/classification/wideresnet.py
imports: import re
  import os
  from os.path import expanduser
  import torch
  import torch.nn
  import torch.nn.functional
  from torch.autograd import Variable
label_desc: Use image node_id 1 to create a new WideResNet object from inherited base classes: nn with example: obj = WideResNet(pooling, f, params)