code: def forward(self, x: Tensor) -> Tensor:  # skipcq: PYL-W0221
      x = self.residuals(x)
      x = self.linear(x)
      return x
  
imports: import inspect
  from collections import OrderedDict
  from typing import List, Callable, Tuple
  import torch
  from pytorch_toolbelt.modules import ACT_RELU, get_activation_block
  from pytorch_toolbelt.modules.encoders import EncoderModule, make_n_channel_input
  from torch import nn, Tensor
label_desc: Use image node_id 2 for calling the HGFeaturesBlock obj's underlying member method code with example usage: obj.forward(x) and returns: x