NormalizationDescriptor Struct Reference

A NormalizationDescriptor for the NormalizationLayer. More...

#include <Descriptors.hpp>

Inheritance diagram for NormalizationDescriptor:

Collaboration diagram for NormalizationDescriptor:

Public Member Functions
	NormalizationDescriptor ()
bool	operator== (const NormalizationDescriptor &rhs) const
Public Member Functions inherited from BaseDescriptor
virtual bool	IsNull () const
virtual	~BaseDescriptor ()=default

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

Detailed Description

A NormalizationDescriptor for the NormalizationLayer.

Definition at line 769 of file Descriptors.hpp.

Constructor & Destructor Documentation

NormalizationDescriptor()

NormalizationDescriptor ( )

inline

Definition at line 771 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 781 of file Descriptors.hpp.

    {
        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;
    }

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

Member Data Documentation

m_Alpha

float m_Alpha

Alpha value for the normalization equation.

Definition at line 799 of file Descriptors.hpp.

Referenced by IDeserializer::DeserializerImpl::GetNormalizationDescriptor(), NormalizationDescriptor::operator==(), and StringifyLayerParameters< NormalizationDescriptor >::Serialize().

m_Beta

float m_Beta

Beta value for the normalization equation.

Definition at line 801 of file Descriptors.hpp.

Referenced by IDeserializer::DeserializerImpl::GetNormalizationDescriptor(), NormalizationDescriptor::operator==(), and StringifyLayerParameters< NormalizationDescriptor >::Serialize().

m_DataLayout

DataLayout m_DataLayout

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

Definition at line 805 of file Descriptors.hpp.

Referenced by armnn::ClNormalizationWorkloadValidate(), IDeserializer::DeserializerImpl::GetNormalizationDescriptor(), armnn::NeonNormalizationWorkloadValidate(), NormalizationDescriptor::operator==(), and StringifyLayerParameters< NormalizationDescriptor >::Serialize().

m_K

float m_K

Kappa value used for the across channel normalization equation.

Definition at line 803 of file Descriptors.hpp.

Referenced by IDeserializer::DeserializerImpl::GetNormalizationDescriptor(), NormalizationDescriptor::operator==(), and StringifyLayerParameters< NormalizationDescriptor >::Serialize().

m_NormChannelType

NormalizationAlgorithmChannel m_NormChannelType

Normalization channel algorithm to use (Across, Within).

Definition at line 793 of file Descriptors.hpp.

Referenced by IDeserializer::DeserializerImpl::GetNormalizationDescriptor(), NormalizationDescriptor::operator==(), and StringifyLayerParameters< NormalizationDescriptor >::Serialize().

m_NormMethodType

NormalizationAlgorithmMethod m_NormMethodType

Normalization method algorithm to use (LocalBrightness, LocalContrast).

Definition at line 795 of file Descriptors.hpp.

Referenced by IDeserializer::DeserializerImpl::GetNormalizationDescriptor(), NormalizationDescriptor::operator==(), and StringifyLayerParameters< NormalizationDescriptor >::Serialize().

m_NormSize

uint32_t m_NormSize

Depth radius value.

Definition at line 797 of file Descriptors.hpp.

Referenced by IDeserializer::DeserializerImpl::GetNormalizationDescriptor(), NormalizationDescriptor::operator==(), and StringifyLayerParameters< NormalizationDescriptor >::Serialize().

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

• include/armnn/Descriptors.hpp