mlir::quantizer::UniformParamsFromMinMaxSolver Class Reference

#include <UniformSolvers.h>

Public Member Functions
	UniformParamsFromMinMaxSolver (const UniformStorageParams &storageParams, double boundingMin, double boundingMax)
bool	compute ()
	Performs the computation, returning whether satisfied. More...
double	getBoundingMin () const
double	getBoundingMax () const
bool	isSatisfied () const
double	getAdjMin () const
double	getAdjMax () const
double	getScale () const
int64_t	getZp () const
int	getStepCount () const
int64_t	quantize (double x) const
double	dequantize (int64_t xq) const

Detailed Description

Solves for the uniform quantization scheme parameters delta and z given bounding min/max.

Constructor & Destructor Documentation

UniformParamsFromMinMaxSolver()

mlir::quantizer::UniformParamsFromMinMaxSolver::UniformParamsFromMinMaxSolver ( const UniformStorageParams &  storageParams, double  boundingMin, double  boundingMax  )

inline

Member Function Documentation

compute()

bool UniformParamsFromMinMaxSolver::compute

(

)

Performs the computation, returning whether satisfied.

dequantize()

double UniformParamsFromMinMaxSolver::dequantize

(

int64_t

xq

)

const

getAdjMax()

double mlir::quantizer::UniformParamsFromMinMaxSolver::getAdjMax ( ) const

inline

getAdjMin()

double mlir::quantizer::UniformParamsFromMinMaxSolver::getAdjMin ( ) const

inline

getBoundingMax()

double mlir::quantizer::UniformParamsFromMinMaxSolver::getBoundingMax ( ) const

inline

getBoundingMin()

double mlir::quantizer::UniformParamsFromMinMaxSolver::getBoundingMin ( ) const

inline

getScale()

double mlir::quantizer::UniformParamsFromMinMaxSolver::getScale ( ) const

inline

getStepCount()

int mlir::quantizer::UniformParamsFromMinMaxSolver::getStepCount ( ) const

inline

getZp()

int64_t mlir::quantizer::UniformParamsFromMinMaxSolver::getZp ( ) const

inline

isSatisfied()

bool mlir::quantizer::UniformParamsFromMinMaxSolver::isSatisfied ( ) const

inline

quantize()

int64_t UniformParamsFromMinMaxSolver::quantize

(

double

x

)

const

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

• include/mlir/Quantizer/Support/UniformSolvers.h
• lib/Quantizer/Support/UniformSolvers.cpp