An LstmDescriptor for the LstmLayer. More...

#include <Descriptors.hpp>

Inheritance diagram for LstmDescriptor:

Collaboration 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...

float	m_InputIntermediateScale
	Input intermediate quantization scale. More...

float	m_ForgetIntermediateScale
	Forget intermediate quantization scale. More...

float	m_CellIntermediateScale
	Cell intermediate quantization scale. More...

float	m_OutputIntermediateScale
	Output intermediate quantization scale. More...

int32_t	m_HiddenStateZeroPoint
	Hidden State zero point. More...

float	m_HiddenStateScale
	Hidden State quantization scale. More...

Detailed Description

An LstmDescriptor for the LstmLayer.

Definition at line 1102 of file Descriptors.hpp.

Constructor & Destructor Documentation

◆ LstmDescriptor()

LstmDescriptor ( )

inline

Definition at line 1104 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)
         , m_InputIntermediateScale(0.0)
         , m_ForgetIntermediateScale(0.0)
         , m_CellIntermediateScale(0.0)
         , m_OutputIntermediateScale(0.0)
         , m_HiddenStateZeroPoint(0)
         , m_HiddenStateScale(0.0)
     {}

Member Function Documentation

◆ operator==()

bool operator== ( const LstmDescriptor & rhs ) const

inline

Definition at line 1121 of file Descriptors.hpp.

     {
         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 &&
                m_InputIntermediateScale  == rhs.m_InputIntermediateScale &&
                m_ForgetIntermediateScale == rhs.m_ForgetIntermediateScale &&
                m_CellIntermediateScale   == rhs.m_CellIntermediateScale &&
                m_OutputIntermediateScale == rhs.m_OutputIntermediateScale &&
                m_HiddenStateZeroPoint    == rhs.m_HiddenStateZeroPoint &&
                m_HiddenStateScale        == rhs.m_HiddenStateScale;
     }