class_docstr: The improved SE Module.
class_docstr_tok: ["The","improved","SE","Module","."]
code: def forward(self, x):
      if self.se:
          input = x
          x = self.avg_pool(x)
          x = self.fc(x)
          x = self.hsigmoid(x)
          return input * x
      else:
          return x
  
imports: from __future__ import absolute_import, division, print_function
  import torch
  import torch.nn
  import torch.nn.functional
label_desc: Use image node_id 2 for calling the eSEModule obj's underlying member method code with example usage: obj.forward(x) and returns: unknown, x