code: def _video_resnet(arch, pretrained=False, progress=True, **kwargs):
      model = VideoResNet(**kwargs)
  
      if pretrained:
          state_dict = load_state_dict_from_url(
              model_urls[arch], progress=progress
          )
          model.load_state_dict(state_dict)
      return model
  
imports: import torch.nn
  from torch.hub import load_state_dict_from_url
label_desc: Use image node_id 1 for calling a global function with example usage: _video_resnet(arch, pretrained, progress) and returns: model