"""
  calib_method = calib_opts.calibration_method
  if calib_method not in _REGISTRY:
    raise ValueError(f'Unsupported calibration method: {calib_method}')

  calibration_algorithm = _REGISTRY[calib_method](statistics, calib_opts)

from tensorflow.compiler.mlir.quantization.tensorflow import quantization_options_pb2
from tensorflow.compiler.mlir.quantization.tensorflow.calibrator import calibration_algorithm
from tensorflow.compiler.mlir.quantization.tensorflow.calibrator import calibration_statistics_pb2
from tensorflow.compiler.mlir.quantization.tensorflow.python import pywrap_function_lib