code: def forward(self, x):
      out = super(TransitionDown, self).forward(x)
  
      return out
  
imports: import torch
  import torch.functional
  import torch.nn
label_desc: Use image node_id 2 for calling the TransitionDown obj's underlying member method code with example usage: obj.forward(x) and returns: out