code: def forward(self, x: torch.Tensor) -> torch.Tensor:
      x_conv: torch.Tensor = self.layers(x)
      return x_conv + torch.as_tensor(self.chn_pad(x))
  
file_path: MONAI/monai/networks/nets/highresnet.py
imports: from __future__ import annotations
  from collections.abc import Sequence
  import torch
  import torch.nn
  from monai.networks.blocks import ADN, Convolution
  from monai.networks.layers.simplelayers import ChannelPad
  from monai.utils import ChannelMatching
label_desc: Use image node_id 2 for calling the HighResBlock obj's underlying member method code with example usage: obj.forward(x) and returns: unknown