mlir::quantizer::AbstractTensorStatistics Class Reference

Base class for querying statistics about a tensor. More...

#include <Statistics.h>

Inheritance diagram for mlir::quantizer::AbstractTensorStatistics:

Public Member Functions
virtual	~AbstractTensorStatistics ()=default
virtual bool	get (TensorAxisStatistics &stats) const
virtual bool	supportsPerAxis () const
virtual unsigned	getAxisCount () const
	Count of axes supported in a per-axis query. More...
virtual bool	getForAxis (unsigned axis, TensorAxisStatistics &stats) const

Detailed Description

Base class for querying statistics about a tensor.

Constructor & Destructor Documentation

~AbstractTensorStatistics()

virtual mlir::quantizer::AbstractTensorStatistics::~AbstractTensorStatistics ( )

virtualdefault

Member Function Documentation

get()

virtual bool mlir::quantizer::AbstractTensorStatistics::get ( TensorAxisStatistics &  stats ) const

inlinevirtual

Gets statistics across the whole tensor. Returns true if statistics are valid and were populated.

Reimplemented in mlir::quantizer::AttributeTensorStatistics.

getAxisCount()

virtual unsigned mlir::quantizer::AbstractTensorStatistics::getAxisCount ( ) const

inlinevirtual

Count of axes supported in a per-axis query.

getForAxis()

virtual bool mlir::quantizer::AbstractTensorStatistics::getForAxis ( unsigned  axis, TensorAxisStatistics &  stats  ) const

inlinevirtual

Gets statistics for a specific axis (0..getAxisCount() - 1). Returns true if statistics are valid and were populated.

supportsPerAxis()

virtual bool mlir::quantizer::AbstractTensorStatistics::supportsPerAxis ( ) const

inlinevirtual

Whether this instance supports querying per axis statistics. If true, then getForAxis(...) can be used.

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

• include/mlir/Quantizer/Support/Statistics.h