code: def xresnet50_deep(pretrained=False, **kwargs):
      return _xresnet(pretrained, 4, [3, 4, 6, 3, 1, 1], **kwargs)
  
imports: from __future__ import annotations
  from ...torch_basics import *
label_desc: Use image node_id 10 for calling a global function with example usage: xresnet50_deep(pretrained) and returns: _xresnet