This will be the source to calculate min and max values from.
      calibration_options_serialized: Serialized `CalibrationOptions`. Specifies
        how the min / max should be calculated.

    Returns:
      (min_value, max_value): Min and max calculated using calib_opts. `None`
      upon error.
    """
    # LINT.ThenChange(py_function_lib.h:get_calibration_min_max_value)

    # Deserialize values passed from c++.

  quant::UniformQuantizedType GetFixedOutputRange(
      bool is_signed, int bit_width) {
    auto result_type = getOutput().getType();
    // central_value = min_value / 2 + (max_value - 1) / 2 + 1
    // zero_point = central_value
    // scale = 1. / (central_value - min_value)
    return quant::GetFixedOutputRange(is_signed, bit_width, result_type,
        /*scale=*/1.0 / (1<<(bit_width-1)), /*zero_point=*/0);
  }
  }];
}