mlir::quant::UniformQuantizedPerAxisValueConverter Class Reference

An utility class to quantize an attribute by the per-axis quantization parameters. More...

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

Public Member Functions
	UniformQuantizedPerAxisValueConverter (UniformQuantizedPerAxisType uniformType)
ElementsAttr	convert (Attribute realValue)
	Quantize an Attribute by the quantization parameters. More...

Detailed Description

An utility class to quantize an attribute by the per-axis quantization parameters.

The size of the quantization dim in the converted elements attribute should match the size of scales/zeroPoints vectors in the quantization parameters.

Definition at line 176 of file UniformSupport.h.

Constructor & Destructor Documentation

UniformQuantizedPerAxisValueConverter()

mlir::quant::UniformQuantizedPerAxisValueConverter::UniformQuantizedPerAxisValueConverter ( UniformQuantizedPerAxisType  uniformType )

inlineexplicit

Definition at line 178 of file UniformSupport.h.

Member Function Documentation

convert()

ElementsAttr UniformQuantizedPerAxisValueConverter::convert

(

Attribute

realValue

)

Quantize an Attribute by the quantization parameters.

Return nullptr if the conversion fails or the input array isn't an ElementsAttr.

Definition at line 52 of file UniformSupport.cpp.

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

• include/mlir/Dialect/Quant/UniformSupport.h
• lib/Dialect/Quant/Utils/UniformSupport.cpp