An LstmDescriptor for the LstmLayer. More...

#include <Descriptors.hpp>

Inheritance diagram for LstmDescriptor:

Public Member Functions
	LstmDescriptor ()

bool	operator== (const LstmDescriptor &rhs) const

Public Member Functions inherited from BaseDescriptor
virtual bool	IsNull () const

virtual	~BaseDescriptor ()=default

Public Attributes
uint32_t	m_ActivationFunc
	The activation function to use. More...

float	m_ClippingThresCell
	Clipping threshold value for the cell state. More...

float	m_ClippingThresProj
	Clipping threshold value for the projection. More...

bool	m_CifgEnabled
	Enable/disable cifg (coupled input & forget gate). More...

bool	m_PeepholeEnabled
	Enable/disable peephole. More...

bool	m_ProjectionEnabled
	Enable/disable the projection layer. More...

bool	m_LayerNormEnabled
	Enable/disable layer normalization. More...

bool	m_TimeMajor
	Enable/disable time major. More...

Detailed Description

An LstmDescriptor for the LstmLayer.

Definition at line 1078 of file Descriptors.hpp.

Constructor & Destructor Documentation

◆ LstmDescriptor()

LstmDescriptor ( )

inline

Definition at line 1080 of file Descriptors.hpp.

         : m_ActivationFunc(1) // 0: None, 1: Relu, 3: Relu6, 4: Tanh, 6: Sigmoid
         , m_ClippingThresCell(0.0)
         , m_ClippingThresProj(0.0)
         , m_CifgEnabled(true)
         , m_PeepholeEnabled(false)
         , m_ProjectionEnabled(false)
         , m_LayerNormEnabled(false)
         , m_TimeMajor(false)
     {}

Member Function Documentation

◆ operator==()

bool operator== ( const LstmDescriptor & rhs ) const

inline

Definition at line 1091 of file Descriptors.hpp.

References LstmDescriptor::m_ActivationFunc, LstmDescriptor::m_CifgEnabled, LstmDescriptor::m_ClippingThresCell, LstmDescriptor::m_ClippingThresProj, LstmDescriptor::m_LayerNormEnabled, LstmDescriptor::m_PeepholeEnabled, and LstmDescriptor::m_TimeMajor.

     {
         return m_ActivationFunc    == rhs.m_ActivationFunc &&
                m_ClippingThresCell == rhs.m_ClippingThresCell &&
                m_ClippingThresProj == rhs.m_ClippingThresProj &&
                m_CifgEnabled       == rhs.m_CifgEnabled &&
                m_PeepholeEnabled   == rhs.m_PeepholeEnabled &&
                m_LayerNormEnabled  == rhs.m_LayerNormEnabled &&
                m_TimeMajor         == rhs.m_TimeMajor;
     }

Member Data Documentation

◆ m_ActivationFunc

uint32_t m_ActivationFunc

The activation function to use.

0: None, 1: Relu, 3: Relu6, 4: Tanh, 6: Sigmoid.

Definition at line 1104 of file Descriptors.hpp.

Referenced by TestLstmLayerVisitor::CheckDescriptor(), armnnSerializer::GetFlatBufferArgMinMaxFunction(), IDeserializer::DeserializerImpl::GetLstmDescriptor(), IDeserializer::DeserializerImpl::GetUnidirectionalSequenceLstmDescriptor(), armnn::LstmImpl(), LstmDescriptor::operator==(), StringifyLayerParameters< LstmDescriptor >::Serialize(), TEST_SUITE(), armnn::TEST_SUITE(), UnidirectionalSequenceLstmInt8WithCifgWithPeepholeNoProjectionTest(), UnidirectionalSequenceLstmLayerInt8NoCifgWithPeepholeWithProjectionTest(), UnidirectionalSequenceLstmLayerInt8NoCifgWithPeepholeWithProjectionWithLayerNormTest(), UnidirectionalSequenceLstmLayerInt8Test(), UnidirectionalSequenceLstmLayerInt8TimeMajorTest(), UnidirectionalSequenceLstmLayerNoCifgWithPeepholeWithProjectionTest(), UnidirectionalSequenceLstmLayerNoCifgWithPeepholeWithProjectionWithLayerNormTest(), and UnidirectionalSequenceLstmWithCifgWithPeepholeNoProjectionTest().

◆ m_CifgEnabled

bool m_CifgEnabled

Enable/disable cifg (coupled input & forget gate).

Definition at line 1110 of file Descriptors.hpp.

◆ m_ClippingThresCell

float m_ClippingThresCell

Clipping threshold value for the cell state.

Definition at line 1106 of file Descriptors.hpp.

Referenced by TestLstmLayerVisitor::CheckDescriptor(), armnnSerializer::GetFlatBufferArgMinMaxFunction(), IDeserializer::DeserializerImpl::GetLstmDescriptor(), IDeserializer::DeserializerImpl::GetUnidirectionalSequenceLstmDescriptor(), armnn::LstmImpl(), LstmDescriptor::operator==(), StringifyLayerParameters< LstmDescriptor >::Serialize(), TEST_SUITE(), armnn::TEST_SUITE(), UnidirectionalSequenceLstmInt8WithCifgWithPeepholeNoProjectionTest(), UnidirectionalSequenceLstmLayerInt8NoCifgWithPeepholeWithProjectionTest(), UnidirectionalSequenceLstmLayerInt8NoCifgWithPeepholeWithProjectionWithLayerNormTest(), UnidirectionalSequenceLstmLayerInt8Test(), UnidirectionalSequenceLstmLayerInt8TimeMajorTest(), UnidirectionalSequenceLstmLayerNoCifgWithPeepholeWithProjectionTest(), UnidirectionalSequenceLstmLayerNoCifgWithPeepholeWithProjectionWithLayerNormTest(), and UnidirectionalSequenceLstmWithCifgWithPeepholeNoProjectionTest().

◆ m_ClippingThresProj

float m_ClippingThresProj

Clipping threshold value for the projection.

Definition at line 1108 of file Descriptors.hpp.

Referenced by TestLstmLayerVisitor::CheckDescriptor(), armnnSerializer::GetFlatBufferArgMinMaxFunction(), IDeserializer::DeserializerImpl::GetLstmDescriptor(), IDeserializer::DeserializerImpl::GetUnidirectionalSequenceLstmDescriptor(), armnn::LstmImpl(), LstmDescriptor::operator==(), StringifyLayerParameters< LstmDescriptor >::Serialize(), TEST_SUITE(), armnn::TEST_SUITE(), UnidirectionalSequenceLstmInt8WithCifgWithPeepholeNoProjectionTest(), UnidirectionalSequenceLstmLayerInt8Test(), UnidirectionalSequenceLstmLayerInt8TimeMajorTest(), and UnidirectionalSequenceLstmWithCifgWithPeepholeNoProjectionTest().

◆ m_LayerNormEnabled

bool m_LayerNormEnabled

Enable/disable layer normalization.

Definition at line 1116 of file Descriptors.hpp.

◆ m_PeepholeEnabled

bool m_PeepholeEnabled

Enable/disable peephole.

Definition at line 1112 of file Descriptors.hpp.

◆ m_ProjectionEnabled

bool m_ProjectionEnabled

Enable/disable the projection layer.

Definition at line 1114 of file Descriptors.hpp.

◆ m_TimeMajor

bool m_TimeMajor

Enable/disable time major.

Definition at line 1118 of file Descriptors.hpp.

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

include/armnn/Descriptors.hpp

Public Member Functions

Public Attributes