def yaml(self):
        return yaml.dump(self.serialized, default_flow_style=False,
                         encoding=None)
def residual_with_slice_fn(inp, out):
      inp_sliced = array_ops.slice(inp, [0, 0], [-1, 3])
      return inp_sliced + out