code: def __init__(self, in_channels, num_classes):
      super(OutConv, self).__init__(
          nn.Conv2d(in_channels, num_classes, kernel_size=1)
      )
  
imports: from typing import Dict
  import torch
  import torch.nn
  import torch.nn.functional
label_desc: Use image node_id 1 to create a new OutConv object from inherited base classes: nn with example: obj = OutConv(in_channels, num_classes)