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.
float	m_ClippingThresCell
	Clipping threshold value for the cell state.
float	m_ClippingThresProj
	Clipping threshold value for the projection.
bool	m_CifgEnabled
	Enable/disable cifg (coupled input & forget gate).
bool	m_PeepholeEnabled
	Enable/disable peephole.
bool	m_ProjectionEnabled
	Enable/disable the projection layer.
bool	m_LayerNormEnabled
	Enable/disable layer normalization.
bool	m_TimeMajor
	Enable/disable time major.
float	m_InputIntermediateScale
	Input intermediate quantization scale.
float	m_ForgetIntermediateScale
	Forget intermediate quantization scale.
float	m_CellIntermediateScale
	Cell intermediate quantization scale.
float	m_OutputIntermediateScale
	Output intermediate quantization scale.
int32_t	m_HiddenStateZeroPoint
	Hidden State zero point.
float	m_HiddenStateScale
	Hidden State quantization scale.

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)
    {}

References m_ActivationFunc, m_CellIntermediateScale, m_CifgEnabled, m_ClippingThresCell, m_ClippingThresProj, m_ForgetIntermediateScale, m_HiddenStateScale, m_HiddenStateZeroPoint, m_InputIntermediateScale, m_LayerNormEnabled, m_OutputIntermediateScale, m_PeepholeEnabled, m_ProjectionEnabled, and m_TimeMajor.

Referenced by operator==().

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;
    }