217 lines
8.2 KiB
C++
217 lines
8.2 KiB
C++
//===- Quant.cpp - C Interface for Quant dialect --------------------------===//
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//
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// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
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// See https://llvm.org/LICENSE.txt for license information.
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// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
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//
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//===----------------------------------------------------------------------===//
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#include "mlir-c/Dialect/Quant.h"
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#include "mlir/CAPI/Registration.h"
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#include "mlir/Dialect/Quant/QuantOps.h"
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#include "mlir/Dialect/Quant/QuantTypes.h"
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using namespace mlir;
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MLIR_DEFINE_CAPI_DIALECT_REGISTRATION(quant, quant, quant::QuantizationDialect)
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//===---------------------------------------------------------------------===//
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// QuantizedType
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//===---------------------------------------------------------------------===//
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bool mlirTypeIsAQuantizedType(MlirType type) {
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return isa<quant::QuantizedType>(unwrap(type));
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}
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unsigned mlirQuantizedTypeGetSignedFlag() {
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return quant::QuantizationFlags::Signed;
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}
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int64_t mlirQuantizedTypeGetDefaultMinimumForInteger(bool isSigned,
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unsigned integralWidth) {
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return quant::QuantizedType::getDefaultMinimumForInteger(isSigned,
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integralWidth);
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}
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int64_t mlirQuantizedTypeGetDefaultMaximumForInteger(bool isSigned,
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unsigned integralWidth) {
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return quant::QuantizedType::getDefaultMaximumForInteger(isSigned,
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integralWidth);
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}
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MlirType mlirQuantizedTypeGetExpressedType(MlirType type) {
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return wrap(cast<quant::QuantizedType>(unwrap(type)).getExpressedType());
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}
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unsigned mlirQuantizedTypeGetFlags(MlirType type) {
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return cast<quant::QuantizedType>(unwrap(type)).getFlags();
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}
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bool mlirQuantizedTypeIsSigned(MlirType type) {
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return cast<quant::QuantizedType>(unwrap(type)).isSigned();
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}
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MlirType mlirQuantizedTypeGetStorageType(MlirType type) {
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return wrap(cast<quant::QuantizedType>(unwrap(type)).getStorageType());
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}
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int64_t mlirQuantizedTypeGetStorageTypeMin(MlirType type) {
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return cast<quant::QuantizedType>(unwrap(type)).getStorageTypeMin();
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}
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int64_t mlirQuantizedTypeGetStorageTypeMax(MlirType type) {
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return cast<quant::QuantizedType>(unwrap(type)).getStorageTypeMax();
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}
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unsigned mlirQuantizedTypeGetStorageTypeIntegralWidth(MlirType type) {
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return cast<quant::QuantizedType>(unwrap(type)).getStorageTypeIntegralWidth();
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}
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bool mlirQuantizedTypeIsCompatibleExpressedType(MlirType type,
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MlirType candidate) {
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return cast<quant::QuantizedType>(unwrap(type))
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.isCompatibleExpressedType(unwrap(candidate));
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}
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MlirType mlirQuantizedTypeGetQuantizedElementType(MlirType type) {
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return wrap(quant::QuantizedType::getQuantizedElementType(unwrap(type)));
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}
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MlirType mlirQuantizedTypeCastFromStorageType(MlirType type,
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MlirType candidate) {
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return wrap(cast<quant::QuantizedType>(unwrap(type))
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.castFromStorageType(unwrap(candidate)));
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}
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MlirType mlirQuantizedTypeCastToStorageType(MlirType type) {
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return wrap(quant::QuantizedType::castToStorageType(
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cast<quant::QuantizedType>(unwrap(type))));
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}
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MlirType mlirQuantizedTypeCastFromExpressedType(MlirType type,
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MlirType candidate) {
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return wrap(cast<quant::QuantizedType>(unwrap(type))
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.castFromExpressedType(unwrap(candidate)));
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}
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MlirType mlirQuantizedTypeCastToExpressedType(MlirType type) {
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return wrap(quant::QuantizedType::castToExpressedType(unwrap(type)));
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}
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MlirType mlirQuantizedTypeCastExpressedToStorageType(MlirType type,
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MlirType candidate) {
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return wrap(cast<quant::QuantizedType>(unwrap(type))
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.castExpressedToStorageType(unwrap(candidate)));
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}
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//===---------------------------------------------------------------------===//
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// AnyQuantizedType
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//===---------------------------------------------------------------------===//
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bool mlirTypeIsAAnyQuantizedType(MlirType type) {
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return isa<quant::AnyQuantizedType>(unwrap(type));
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}
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MlirType mlirAnyQuantizedTypeGet(unsigned flags, MlirType storageType,
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MlirType expressedType, int64_t storageTypeMin,
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int64_t storageTypeMax) {
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return wrap(quant::AnyQuantizedType::get(flags, unwrap(storageType),
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unwrap(expressedType),
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storageTypeMin, storageTypeMax));
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}
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//===---------------------------------------------------------------------===//
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// UniformQuantizedType
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//===---------------------------------------------------------------------===//
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bool mlirTypeIsAUniformQuantizedType(MlirType type) {
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return isa<quant::UniformQuantizedType>(unwrap(type));
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}
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MlirType mlirUniformQuantizedTypeGet(unsigned flags, MlirType storageType,
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MlirType expressedType, double scale,
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int64_t zeroPoint, int64_t storageTypeMin,
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int64_t storageTypeMax) {
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return wrap(quant::UniformQuantizedType::get(
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flags, unwrap(storageType), unwrap(expressedType), scale, zeroPoint,
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storageTypeMin, storageTypeMax));
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}
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double mlirUniformQuantizedTypeGetScale(MlirType type) {
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return cast<quant::UniformQuantizedType>(unwrap(type)).getScale();
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}
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int64_t mlirUniformQuantizedTypeGetZeroPoint(MlirType type) {
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return cast<quant::UniformQuantizedType>(unwrap(type)).getZeroPoint();
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}
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bool mlirUniformQuantizedTypeIsFixedPoint(MlirType type) {
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return cast<quant::UniformQuantizedType>(unwrap(type)).isFixedPoint();
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}
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//===---------------------------------------------------------------------===//
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// UniformQuantizedPerAxisType
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//===---------------------------------------------------------------------===//
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bool mlirTypeIsAUniformQuantizedPerAxisType(MlirType type) {
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return isa<quant::UniformQuantizedPerAxisType>(unwrap(type));
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}
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MlirType mlirUniformQuantizedPerAxisTypeGet(
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unsigned flags, MlirType storageType, MlirType expressedType,
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intptr_t nDims, double *scales, int64_t *zeroPoints,
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int32_t quantizedDimension, int64_t storageTypeMin,
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int64_t storageTypeMax) {
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return wrap(quant::UniformQuantizedPerAxisType::get(
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flags, unwrap(storageType), unwrap(expressedType),
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llvm::ArrayRef(scales, nDims), llvm::ArrayRef(zeroPoints, nDims),
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quantizedDimension, storageTypeMin, storageTypeMax));
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}
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intptr_t mlirUniformQuantizedPerAxisTypeGetNumDims(MlirType type) {
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return cast<quant::UniformQuantizedPerAxisType>(unwrap(type))
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.getScales()
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.size();
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}
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double mlirUniformQuantizedPerAxisTypeGetScale(MlirType type, intptr_t pos) {
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return cast<quant::UniformQuantizedPerAxisType>(unwrap(type))
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.getScales()[pos];
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}
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int64_t mlirUniformQuantizedPerAxisTypeGetZeroPoint(MlirType type,
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intptr_t pos) {
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return cast<quant::UniformQuantizedPerAxisType>(unwrap(type))
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.getZeroPoints()[pos];
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}
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int32_t mlirUniformQuantizedPerAxisTypeGetQuantizedDimension(MlirType type) {
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return cast<quant::UniformQuantizedPerAxisType>(unwrap(type))
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.getQuantizedDimension();
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}
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bool mlirUniformQuantizedPerAxisTypeIsFixedPoint(MlirType type) {
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return cast<quant::UniformQuantizedPerAxisType>(unwrap(type)).isFixedPoint();
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}
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//===---------------------------------------------------------------------===//
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// CalibratedQuantizedType
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//===---------------------------------------------------------------------===//
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bool mlirTypeIsACalibratedQuantizedType(MlirType type) {
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return isa<quant::CalibratedQuantizedType>(unwrap(type));
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}
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MlirType mlirCalibratedQuantizedTypeGet(MlirType expressedType, double min,
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double max) {
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return wrap(
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quant::CalibratedQuantizedType::get(unwrap(expressedType), min, max));
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}
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double mlirCalibratedQuantizedTypeGetMin(MlirType type) {
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return cast<quant::CalibratedQuantizedType>(unwrap(type)).getMin();
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}
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double mlirCalibratedQuantizedTypeGetMax(MlirType type) {
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return cast<quant::CalibratedQuantizedType>(unwrap(type)).getMax();
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}
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