code: def forward(self, x: Tensor) -> Tensor:
      result = self.block(x)
      result = self.dropout(result)
      if self.use_res_connect:
          result += x
  
      return result
  
imports: import math
  import copy
  from functools import partial
  from collections import OrderedDict
  from typing import Optional, Callable
  import torch
  import torch.nn
  from torch import Tensor
  from torch.nn import functional
label_desc: Use image node_id 2 for calling the InvertedResidual obj's underlying member method code with example usage: obj.forward(x) and returns: result