filters,
        strides=[1, 1, 2, 1],
        dilations=[1, 1, 1, 1],
        padding='SAME',
        data_format='NHWC',
    )

    return in_placeholder, output_tensor

  def _create_simple_tf1_gather_model(
      self, input_type: dtypes.DType, use_variable_for_filter=False
  ) -> Tuple[core.Tensor, core.Tensor]:
    """Creates a basic gather model.

    This is intended to be used for TF1 (graph mode) tests.