code: def forward(self, x):
      x = self.relu(x)
  
      x_path1 = self.path_1(x)
  
      x_path2 = self.path_2.pad(x)
      x_path2 = x_path2[:, :, 1:, 1:]
      x_path2 = self.path_2.avgpool(x_path2)
      x_path2 = self.path_2.conv(x_path2)
  
      out = self.final_path_bn(torch.cat([x_path1, x_path2], 1))
      return out
  
imports: from collections import OrderedDict
  import torch
  import torch.nn
  import torch.utils.model_zoo
label_desc: Use image node_id 2 for calling the FactorizedReduction obj's underlying member method code with example usage: obj.forward(x) and returns: out