NormalizationDescriptor Struct Reference

A NormalizationDescriptor for the NormalizationLayer. More...

#include <Descriptors.hpp>

Public Member Functions
	NormalizationDescriptor ()
bool	operator== (const NormalizationDescriptor &rhs) const

Public Attributes
NormalizationAlgorithmChannel	m_NormChannelType
	Normalization channel algorithm to use (Across, Within). More...
NormalizationAlgorithmMethod	m_NormMethodType
	Normalization method algorithm to use (LocalBrightness, LocalContrast). More...
uint32_t	m_NormSize
	Depth radius value. More...
float	m_Alpha
	Alpha value for the normalization equation. More...
float	m_Beta
	Beta value for the normalization equation. More...
float	m_K
	Kappa value used for the across channel normalization equation. More...
DataLayout	m_DataLayout
	The data layout to be used (NCHW, NHWC). More...

Detailed Description

A NormalizationDescriptor for the NormalizationLayer.

Definition at line 551 of file Descriptors.hpp.

Constructor & Destructor Documentation

NormalizationDescriptor()

NormalizationDescriptor ( )

inline

Definition at line 553 of file Descriptors.hpp.

        : m_NormChannelType(NormalizationAlgorithmChannel::Across)
        , m_NormMethodType(NormalizationAlgorithmMethod::LocalBrightness)
        , m_NormSize(0)
        , m_Alpha(0.f)
        , m_Beta(0.f)
        , m_K(0.f)
        , m_DataLayout(DataLayout::NCHW)
    {}

Member Function Documentation

operator==()

bool operator== ( const NormalizationDescriptor &  rhs ) const

inline

Definition at line 563 of file Descriptors.hpp.

References NormalizationDescriptor::m_Alpha, NormalizationDescriptor::m_Beta, NormalizationDescriptor::m_DataLayout, NormalizationDescriptor::m_K, NormalizationDescriptor::m_NormChannelType, NormalizationDescriptor::m_NormMethodType, and NormalizationDescriptor::m_NormSize.

    {
        return m_NormChannelType == rhs.m_NormChannelType &&
               m_NormMethodType  == rhs.m_NormMethodType &&
               m_NormSize        == rhs.m_NormSize &&
               m_Alpha           == rhs.m_Alpha &&
               m_Beta            == rhs.m_Beta &&
               m_K               == rhs.m_K &&
               m_DataLayout      == rhs.m_DataLayout;
    }

Member Data Documentation

m_Alpha

float m_Alpha

Alpha value for the normalization equation.

Definition at line 581 of file Descriptors.hpp.

Referenced by BOOST_AUTO_TEST_CASE(), RefNormalizationWorkload::Execute(), Deserializer::GetNormalizationDescriptor(), NormalizationDescriptor::operator==(), armnnTfParser::OutputShapeOfSqueeze(), CaffeParserBase::ParseLRNLayer(), StringifyLayerParameters< NormalizationDescriptor >::Serialize(), and SerializerVisitor::VisitNormalizationLayer().

m_Beta

float m_Beta

Beta value for the normalization equation.

Definition at line 583 of file Descriptors.hpp.

Referenced by BOOST_AUTO_TEST_CASE(), RefNormalizationWorkload::Execute(), Deserializer::GetNormalizationDescriptor(), NormalizationDescriptor::operator==(), armnnTfParser::OutputShapeOfSqueeze(), CaffeParserBase::ParseLRNLayer(), StringifyLayerParameters< NormalizationDescriptor >::Serialize(), and SerializerVisitor::VisitNormalizationLayer().

m_DataLayout

DataLayout m_DataLayout

The data layout to be used (NCHW, NHWC).

Definition at line 587 of file Descriptors.hpp.

Referenced by BOOST_AUTO_TEST_CASE(), RefNormalizationWorkload::Execute(), Deserializer::GetNormalizationDescriptor(), NormalizationDescriptor::operator==(), armnnTfParser::OutputShapeOfSqueeze(), StringifyLayerParameters< NormalizationDescriptor >::Serialize(), and SerializerVisitor::VisitNormalizationLayer().

m_K

float m_K

Kappa value used for the across channel normalization equation.

Definition at line 585 of file Descriptors.hpp.

Referenced by BOOST_AUTO_TEST_CASE(), RefNormalizationWorkload::Execute(), Deserializer::GetNormalizationDescriptor(), NormalizationDescriptor::operator==(), armnnTfParser::OutputShapeOfSqueeze(), CaffeParserBase::ParseLRNLayer(), StringifyLayerParameters< NormalizationDescriptor >::Serialize(), and SerializerVisitor::VisitNormalizationLayer().

m_NormChannelType

NormalizationAlgorithmChannel m_NormChannelType

Normalization channel algorithm to use (Across, Within).

Definition at line 575 of file Descriptors.hpp.

Referenced by BOOST_AUTO_TEST_CASE(), RefNormalizationWorkload::Execute(), Deserializer::GetNormalizationDescriptor(), NormalizationDescriptor::operator==(), armnnTfParser::OutputShapeOfSqueeze(), CaffeParserBase::ParseLRNLayer(), StringifyLayerParameters< NormalizationDescriptor >::Serialize(), and SerializerVisitor::VisitNormalizationLayer().

m_NormMethodType

NormalizationAlgorithmMethod m_NormMethodType

Normalization method algorithm to use (LocalBrightness, LocalContrast).

Definition at line 577 of file Descriptors.hpp.

Referenced by BOOST_AUTO_TEST_CASE(), RefNormalizationWorkload::Execute(), Deserializer::GetNormalizationDescriptor(), NormalizationDescriptor::operator==(), armnnTfParser::OutputShapeOfSqueeze(), CaffeParserBase::ParseLRNLayer(), StringifyLayerParameters< NormalizationDescriptor >::Serialize(), and SerializerVisitor::VisitNormalizationLayer().

m_NormSize

uint32_t m_NormSize

Depth radius value.

Definition at line 579 of file Descriptors.hpp.

Referenced by BOOST_AUTO_TEST_CASE(), RefNormalizationWorkload::Execute(), Deserializer::GetNormalizationDescriptor(), NormalizationDescriptor::operator==(), armnnTfParser::OutputShapeOfSqueeze(), CaffeParserBase::ParseLRNLayer(), StringifyLayerParameters< NormalizationDescriptor >::Serialize(), and SerializerVisitor::VisitNormalizationLayer().

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

• include/armnn/Descriptors.hpp