mlir::quant::UniformQuantizedValueConverter Class Reference

Reference implementation of converting between real numbers and values represented by a UniformQuantizedType. More...

#include "mlir/Dialect/Quant/UniformSupport.h"

Public Member Functions
	UniformQuantizedValueConverter (UniformQuantizedType uniformType)
	UniformQuantizedValueConverter (double scale, double zeroPoint, double clampMin, double clampMax, uint32_t storageBitWidth, bool isSigned)
	UniformQuantizedValueConverter (double scale, double zeroPoint, const APFloat &clampMin, const APFloat &clampMax, uint32_t storageBitWidth, bool isSigned)
virtual APInt	quantizeFloatToInt (APFloat expressedValue) const
int64_t	quantizeFloatToInt64 (APFloat expressedValue) const
virtual	~UniformQuantizedValueConverter ()=default

Detailed Description

Reference implementation of converting between real numbers and values represented by a UniformQuantizedType.

Note that this is not expected to be speedy and may be superseded eventually by a more optimal implementation. Also, the interface assumes that quantization is done per-layer and will need to be wider for various per-channel schemes. As such, this is a placeholder.

Definition at line 61 of file UniformSupport.h.

Constructor & Destructor Documentation

UniformQuantizedValueConverter() [1/3]

mlir::quant::UniformQuantizedValueConverter::UniformQuantizedValueConverter ( UniformQuantizedType  uniformType )

inlineexplicit

Definition at line 63 of file UniformSupport.h.

UniformQuantizedValueConverter() [2/3]

mlir::quant::UniformQuantizedValueConverter::UniformQuantizedValueConverter ( double  scale, double  zeroPoint, double  clampMin, double  clampMax, uint32_t  storageBitWidth, bool  isSigned  )

inline

Definition at line 74 of file UniformSupport.h.

UniformQuantizedValueConverter() [3/3]

mlir::quant::UniformQuantizedValueConverter::UniformQuantizedValueConverter ( double  scale, double  zeroPoint, const APFloat &  clampMin, const APFloat &  clampMax, uint32_t  storageBitWidth, bool  isSigned  )

inline

Definition at line 83 of file UniformSupport.h.

~UniformQuantizedValueConverter()

virtual mlir::quant::UniformQuantizedValueConverter::~UniformQuantizedValueConverter ( )

virtualdefault

References max(), min(), and mlir::presburger::round().

Member Function Documentation

quantizeFloatToInt()

virtual APInt mlir::quant::UniformQuantizedValueConverter::quantizeFloatToInt ( APFloat  expressedValue ) const

inlinevirtual

Definition at line 94 of file UniformSupport.h.

Referenced by quantizeFloatToInt64().

quantizeFloatToInt64()

int64_t mlir::quant::UniformQuantizedValueConverter::quantizeFloatToInt64 ( APFloat  expressedValue ) const

inline

Definition at line 121 of file UniformSupport.h.

References quantizeFloatToInt().

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The documentation for this class was generated from the following file:

• include/mlir/Dialect/Quant/UniformSupport.h