QLstmDescriptor Struct Reference

A QLstmDescriptor for the QLstmLayer. More...

#include <Descriptors.hpp>

Inheritance diagram for QLstmDescriptor:

Collaboration diagram for QLstmDescriptor:

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

Public Attributes
float	m_CellClip
	Clipping threshold value for the cell state. More...
float	m_ProjectionClip
	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...
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

A QLstmDescriptor for the QLstmLayer.

Definition at line 1380 of file Descriptors.hpp.

Constructor & Destructor Documentation

QLstmDescriptor()

QLstmDescriptor ( )

inline

Definition at line 1382 of file Descriptors.hpp.

            : m_CellClip(0.0)
            , m_ProjectionClip(0.0)
            , m_CifgEnabled(true)
            , m_PeepholeEnabled(false)
            , m_ProjectionEnabled(false)
            , m_LayerNormEnabled(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 QLstmDescriptor &  rhs ) const

inline

Definition at line 1397 of file Descriptors.hpp.

    {
        return m_CellClip          == rhs.m_CellClip &&
               m_ProjectionClip    == rhs.m_ProjectionClip &&
               m_CifgEnabled       == rhs.m_CifgEnabled &&
               m_PeepholeEnabled   == rhs.m_PeepholeEnabled &&
               m_ProjectionEnabled == rhs.m_ProjectionEnabled &&
               m_LayerNormEnabled  == rhs.m_LayerNormEnabled &&
               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;
    }

References QLstmDescriptor::m_CellClip, QLstmDescriptor::m_CellIntermediateScale, QLstmDescriptor::m_CifgEnabled, QLstmDescriptor::m_ForgetIntermediateScale, QLstmDescriptor::m_HiddenStateScale, QLstmDescriptor::m_HiddenStateZeroPoint, QLstmDescriptor::m_InputIntermediateScale, QLstmDescriptor::m_LayerNormEnabled, QLstmDescriptor::m_OutputIntermediateScale, QLstmDescriptor::m_PeepholeEnabled, QLstmDescriptor::m_ProjectionClip, and QLstmDescriptor::m_ProjectionEnabled.

Member Data Documentation

m_CellClip

float m_CellClip

Clipping threshold value for the cell state.

Definition at line 1414 of file Descriptors.hpp.

Referenced by IDeserializer::DeserializerImpl::GetQLstmDescriptor(), and QLstmDescriptor::operator==().

m_CellIntermediateScale

float m_CellIntermediateScale

Cell intermediate quantization scale.

Definition at line 1430 of file Descriptors.hpp.

Referenced by IDeserializer::DeserializerImpl::GetQLstmDescriptor(), and QLstmDescriptor::operator==().

m_CifgEnabled

bool m_CifgEnabled

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

Definition at line 1418 of file Descriptors.hpp.

Referenced by QLstmLayer::Clone(), QLstmLayer::CreateWorkload(), IDeserializer::DeserializerImpl::GetQLstmDescriptor(), QLstmDescriptor::operator==(), QLstmQueueDescriptor::Validate(), and QLstmLayer::ValidateTensorShapesFromInputs().

m_ForgetIntermediateScale

float m_ForgetIntermediateScale

Forget intermediate quantization scale.

Definition at line 1428 of file Descriptors.hpp.

Referenced by IDeserializer::DeserializerImpl::GetQLstmDescriptor(), and QLstmDescriptor::operator==().

m_HiddenStateScale

float m_HiddenStateScale

Hidden State quantization scale.

Definition at line 1436 of file Descriptors.hpp.

Referenced by IDeserializer::DeserializerImpl::GetQLstmDescriptor(), QLstmDescriptor::operator==(), and QLstmQueueDescriptor::Validate().

m_HiddenStateZeroPoint

int32_t m_HiddenStateZeroPoint

Hidden State zero point.

Definition at line 1434 of file Descriptors.hpp.

Referenced by IDeserializer::DeserializerImpl::GetQLstmDescriptor(), QLstmDescriptor::operator==(), and QLstmQueueDescriptor::Validate().

m_InputIntermediateScale

float m_InputIntermediateScale

Input intermediate quantization scale.

Definition at line 1426 of file Descriptors.hpp.

Referenced by IDeserializer::DeserializerImpl::GetQLstmDescriptor(), and QLstmDescriptor::operator==().

m_LayerNormEnabled

bool m_LayerNormEnabled

Enable/disable layer normalization.

Definition at line 1424 of file Descriptors.hpp.

Referenced by QLstmLayer::Clone(), QLstmLayer::CreateWorkload(), IDeserializer::DeserializerImpl::GetQLstmDescriptor(), QLstmDescriptor::operator==(), and QLstmQueueDescriptor::Validate().

m_OutputIntermediateScale

float m_OutputIntermediateScale

Output intermediate quantization scale.

Definition at line 1432 of file Descriptors.hpp.

Referenced by IDeserializer::DeserializerImpl::GetQLstmDescriptor(), and QLstmDescriptor::operator==().

m_PeepholeEnabled

bool m_PeepholeEnabled

Enable/disable peephole.

Definition at line 1420 of file Descriptors.hpp.

Referenced by QLstmLayer::Clone(), QLstmLayer::CreateWorkload(), IDeserializer::DeserializerImpl::GetQLstmDescriptor(), QLstmDescriptor::operator==(), QLstmQueueDescriptor::Validate(), and QLstmLayer::ValidateTensorShapesFromInputs().

m_ProjectionClip

float m_ProjectionClip

Clipping threshold value for the projection.

Definition at line 1416 of file Descriptors.hpp.

Referenced by IDeserializer::DeserializerImpl::GetQLstmDescriptor(), and QLstmDescriptor::operator==().

m_ProjectionEnabled

bool m_ProjectionEnabled

Enable/disable the projection layer.

Definition at line 1422 of file Descriptors.hpp.

Referenced by QLstmLayer::Clone(), QLstmLayer::CreateWorkload(), IDeserializer::DeserializerImpl::GetQLstmDescriptor(), QLstmDescriptor::operator==(), QLstmQueueDescriptor::Validate(), and QLstmLayer::ValidateTensorShapesFromInputs().

---

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

• include/armnn/Descriptors.hpp