// zero point values can be non-zero values.
// If `narrow_range` is set true (ex: for weights), a restricted range of
// integers will be used for symmetric mapping, i.e. [-127, 127].
UniformQuantizedPerAxisType CreateI8F32UniformQuantizedPerAxisType(
    Location loc, MLIRContext& context, ArrayRef<double> scales,
    ArrayRef<int64_t> zero_points, int quantization_dimension,
    bool narrow_range = false);

      /*expressedType=*/FloatType::getF32(&context), scale, zero_point,
      /*storageTypeMin=*/llvm::minIntN(32),
      /*storageTypeMax=*/llvm::maxIntN(32));
}

UniformQuantizedPerAxisType CreateI8F32UniformQuantizedPerAxisType(
    const Location loc, MLIRContext& context, const ArrayRef<double> scales,
    const ArrayRef<int64_t> zero_points, const int quantization_dimension,
    const bool narrow_range) {