Arm NN: LstmInputParams Struct Reference

ArmNN

25.11

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#include <LstmParams.hpp>

Collaboration diagram for LstmInputParams:

Public Member Functions
	LstmInputParams ()

Public Attributes
const ConstTensor *	m_InputToInputWeights
const ConstTensor *	m_InputToForgetWeights
const ConstTensor *	m_InputToCellWeights
const ConstTensor *	m_InputToOutputWeights
const ConstTensor *	m_RecurrentToInputWeights
const ConstTensor *	m_RecurrentToForgetWeights
const ConstTensor *	m_RecurrentToCellWeights
const ConstTensor *	m_RecurrentToOutputWeights
const ConstTensor *	m_CellToInputWeights
const ConstTensor *	m_CellToForgetWeights
const ConstTensor *	m_CellToOutputWeights
const ConstTensor *	m_InputGateBias
const ConstTensor *	m_ForgetGateBias
const ConstTensor *	m_CellBias
const ConstTensor *	m_OutputGateBias
const ConstTensor *	m_ProjectionWeights
const ConstTensor *	m_ProjectionBias
const ConstTensor *	m_InputLayerNormWeights
const ConstTensor *	m_ForgetLayerNormWeights
const ConstTensor *	m_CellLayerNormWeights
const ConstTensor *	m_OutputLayerNormWeights

Detailed Description

Definition at line 13 of file LstmParams.hpp.

Constructor & Destructor Documentation

◆ LstmInputParams()

LstmInputParams ( )

inline

Definition at line 15 of file LstmParams.hpp.

        : m_InputToInputWeights(nullptr)
        , m_InputToForgetWeights(nullptr)
        , m_InputToCellWeights(nullptr)
        , m_InputToOutputWeights(nullptr)
        , m_RecurrentToInputWeights(nullptr)
        , m_RecurrentToForgetWeights(nullptr)
        , m_RecurrentToCellWeights(nullptr)
        , m_RecurrentToOutputWeights(nullptr)
        , m_CellToInputWeights(nullptr)
        , m_CellToForgetWeights(nullptr)
        , m_CellToOutputWeights(nullptr)
        , m_InputGateBias(nullptr)
        , m_ForgetGateBias(nullptr)
        , m_CellBias(nullptr)
        , m_OutputGateBias(nullptr)
        , m_ProjectionWeights(nullptr)
        , m_ProjectionBias(nullptr)
        , m_InputLayerNormWeights(nullptr)
        , m_ForgetLayerNormWeights(nullptr)
        , m_CellLayerNormWeights(nullptr)
        , m_OutputLayerNormWeights(nullptr)
    {
    }

References m_CellBias, m_CellLayerNormWeights, m_CellToForgetWeights, m_CellToInputWeights, m_CellToOutputWeights, m_ForgetGateBias, m_ForgetLayerNormWeights, m_InputGateBias, m_InputLayerNormWeights, m_InputToCellWeights, m_InputToForgetWeights, m_InputToInputWeights, m_InputToOutputWeights, m_OutputGateBias, m_OutputLayerNormWeights, m_ProjectionBias, m_ProjectionWeights, m_RecurrentToCellWeights, m_RecurrentToForgetWeights, m_RecurrentToInputWeights, and m_RecurrentToOutputWeights.

Member Data Documentation

◆ m_CellBias

const ConstTensor* m_CellBias

Definition at line 53 of file LstmParams.hpp.

Referenced by NetworkImpl::AddLstmLayer(), NetworkImpl::AddQLstmLayer(), NetworkImpl::AddUnidirectionalSequenceLstmLayer(), and LstmInputParams().

◆ m_CellLayerNormWeights

const ConstTensor* m_CellLayerNormWeights

Definition at line 59 of file LstmParams.hpp.

Referenced by NetworkImpl::AddLstmLayer(), NetworkImpl::AddQLstmLayer(), NetworkImpl::AddUnidirectionalSequenceLstmLayer(), and LstmInputParams().

◆ m_CellToForgetWeights

const ConstTensor* m_CellToForgetWeights

Definition at line 49 of file LstmParams.hpp.

Referenced by NetworkImpl::AddLstmLayer(), NetworkImpl::AddQLstmLayer(), NetworkImpl::AddUnidirectionalSequenceLstmLayer(), and LstmInputParams().

◆ m_CellToInputWeights

const ConstTensor* m_CellToInputWeights

Definition at line 48 of file LstmParams.hpp.

Referenced by NetworkImpl::AddLstmLayer(), NetworkImpl::AddQLstmLayer(), NetworkImpl::AddUnidirectionalSequenceLstmLayer(), and LstmInputParams().

◆ m_CellToOutputWeights

const ConstTensor* m_CellToOutputWeights

Definition at line 50 of file LstmParams.hpp.

Referenced by NetworkImpl::AddLstmLayer(), NetworkImpl::AddQLstmLayer(), NetworkImpl::AddUnidirectionalSequenceLstmLayer(), and LstmInputParams().

◆ m_ForgetGateBias

const ConstTensor* m_ForgetGateBias

Definition at line 52 of file LstmParams.hpp.

Referenced by NetworkImpl::AddLstmLayer(), NetworkImpl::AddQLstmLayer(), NetworkImpl::AddUnidirectionalSequenceLstmLayer(), and LstmInputParams().

◆ m_ForgetLayerNormWeights

const ConstTensor* m_ForgetLayerNormWeights

Definition at line 58 of file LstmParams.hpp.

Referenced by NetworkImpl::AddLstmLayer(), NetworkImpl::AddQLstmLayer(), NetworkImpl::AddUnidirectionalSequenceLstmLayer(), and LstmInputParams().

◆ m_InputGateBias

const ConstTensor* m_InputGateBias

Definition at line 51 of file LstmParams.hpp.

Referenced by NetworkImpl::AddLstmLayer(), NetworkImpl::AddQLstmLayer(), NetworkImpl::AddUnidirectionalSequenceLstmLayer(), and LstmInputParams().

◆ m_InputLayerNormWeights

const ConstTensor* m_InputLayerNormWeights

Definition at line 57 of file LstmParams.hpp.

Referenced by NetworkImpl::AddLstmLayer(), NetworkImpl::AddQLstmLayer(), NetworkImpl::AddUnidirectionalSequenceLstmLayer(), and LstmInputParams().

◆ m_InputToCellWeights

const ConstTensor* m_InputToCellWeights

Definition at line 42 of file LstmParams.hpp.

Referenced by NetworkImpl::AddLstmLayer(), NetworkImpl::AddQLstmLayer(), NetworkImpl::AddUnidirectionalSequenceLstmLayer(), and LstmInputParams().

◆ m_InputToForgetWeights

const ConstTensor* m_InputToForgetWeights

Definition at line 41 of file LstmParams.hpp.

Referenced by NetworkImpl::AddLstmLayer(), NetworkImpl::AddQLstmLayer(), NetworkImpl::AddUnidirectionalSequenceLstmLayer(), and LstmInputParams().

◆ m_InputToInputWeights

const ConstTensor* m_InputToInputWeights

Definition at line 40 of file LstmParams.hpp.

Referenced by NetworkImpl::AddLstmLayer(), NetworkImpl::AddQLstmLayer(), NetworkImpl::AddUnidirectionalSequenceLstmLayer(), and LstmInputParams().

◆ m_InputToOutputWeights

const ConstTensor* m_InputToOutputWeights

Definition at line 43 of file LstmParams.hpp.

Referenced by NetworkImpl::AddLstmLayer(), NetworkImpl::AddQLstmLayer(), NetworkImpl::AddUnidirectionalSequenceLstmLayer(), and LstmInputParams().

◆ m_OutputGateBias

const ConstTensor* m_OutputGateBias

Definition at line 54 of file LstmParams.hpp.

Referenced by NetworkImpl::AddLstmLayer(), NetworkImpl::AddQLstmLayer(), NetworkImpl::AddUnidirectionalSequenceLstmLayer(), and LstmInputParams().

◆ m_OutputLayerNormWeights

const ConstTensor* m_OutputLayerNormWeights

Definition at line 60 of file LstmParams.hpp.

Referenced by NetworkImpl::AddLstmLayer(), NetworkImpl::AddQLstmLayer(), NetworkImpl::AddUnidirectionalSequenceLstmLayer(), and LstmInputParams().

◆ m_ProjectionBias

const ConstTensor* m_ProjectionBias

Definition at line 56 of file LstmParams.hpp.

Referenced by NetworkImpl::AddLstmLayer(), NetworkImpl::AddQLstmLayer(), NetworkImpl::AddUnidirectionalSequenceLstmLayer(), and LstmInputParams().

◆ m_ProjectionWeights

const ConstTensor* m_ProjectionWeights

Definition at line 55 of file LstmParams.hpp.

Referenced by NetworkImpl::AddLstmLayer(), NetworkImpl::AddQLstmLayer(), NetworkImpl::AddUnidirectionalSequenceLstmLayer(), and LstmInputParams().

◆ m_RecurrentToCellWeights

const ConstTensor* m_RecurrentToCellWeights

Definition at line 46 of file LstmParams.hpp.

Referenced by NetworkImpl::AddLstmLayer(), NetworkImpl::AddQLstmLayer(), NetworkImpl::AddUnidirectionalSequenceLstmLayer(), and LstmInputParams().

◆ m_RecurrentToForgetWeights

const ConstTensor* m_RecurrentToForgetWeights

Definition at line 45 of file LstmParams.hpp.

Referenced by NetworkImpl::AddLstmLayer(), NetworkImpl::AddQLstmLayer(), NetworkImpl::AddUnidirectionalSequenceLstmLayer(), and LstmInputParams().

◆ m_RecurrentToInputWeights

const ConstTensor* m_RecurrentToInputWeights

Definition at line 44 of file LstmParams.hpp.

Referenced by NetworkImpl::AddLstmLayer(), NetworkImpl::AddQLstmLayer(), NetworkImpl::AddUnidirectionalSequenceLstmLayer(), and LstmInputParams().

◆ m_RecurrentToOutputWeights

const ConstTensor* m_RecurrentToOutputWeights

Definition at line 47 of file LstmParams.hpp.

Referenced by NetworkImpl::AddLstmLayer(), NetworkImpl::AddQLstmLayer(), NetworkImpl::AddUnidirectionalSequenceLstmLayer(), and LstmInputParams().

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

include/armnn/LstmParams.hpp

armnn
LstmInputParams
Generated on for Arm NN by 1.14.0