ArmNN
 24.08
QuantizedLstmParameters Struct Reference

#include <QuantizedLstmLayer.hpp>

Public Attributes

std::shared_ptr< ConstTensorHandlem_InputToInputWeights
 A unique pointer to represent 2D weights tensor with dimensions [outputSize, inputSize] (QAsymm8). More...
 
std::shared_ptr< ConstTensorHandlem_InputToForgetWeights
 A unique pointer to represent 2D weights tensor with dimensions [outputSize, inputSize] (QAsymm8). More...
 
std::shared_ptr< ConstTensorHandlem_InputToCellWeights
 A unique pointer to represent 2D weights tensor with dimensions [outputSize, inputSize] (QAsymm8). More...
 
std::shared_ptr< ConstTensorHandlem_InputToOutputWeights
 A unique pointer to represent 2D weights tensor with dimensions [outputSize, inputSize] (QAsymm8). More...
 
std::shared_ptr< ConstTensorHandlem_RecurrentToInputWeights
 A unique pointer to represent 2D weights tensor with dimensions [outputSize, outputSize] (QAsymm8). More...
 
std::shared_ptr< ConstTensorHandlem_RecurrentToForgetWeights
 A unique pointer to represent 2D weights tensor with dimensions [outputSize, outputSize] (QAsymm8). More...
 
std::shared_ptr< ConstTensorHandlem_RecurrentToCellWeights
 A unique pointer to represent 2D weights tensor with dimensions [outputSize, outputSize] (QAsymm8). More...
 
std::shared_ptr< ConstTensorHandlem_RecurrentToOutputWeights
 A unique pointer to represent 2D weights tensor with dimensions [outputSize, outputSize] (QAsymm8). More...
 
std::shared_ptr< ConstTensorHandlem_InputGateBias
 A unique pointer to represent 1D bias tensor with dimensions [outputSize] (int32). More...
 
std::shared_ptr< ConstTensorHandlem_ForgetGateBias
 A unique pointer to represent 1D bias tensor with dimensions [outputSize] (int32). More...
 
std::shared_ptr< ConstTensorHandlem_CellBias
 A unique pointer to represent 1D bias tensor with dimensions [outputSize] (int32). More...
 
std::shared_ptr< ConstTensorHandlem_OutputGateBias
 A unique pointer to represent 1D bias tensor with dimensions [outputSize] (int32). More...
 

Detailed Description

Definition at line 14 of file QuantizedLstmLayer.hpp.

Member Data Documentation

◆ m_CellBias

std::shared_ptr<ConstTensorHandle> m_CellBias

◆ m_ForgetGateBias

std::shared_ptr<ConstTensorHandle> m_ForgetGateBias

◆ m_InputGateBias

std::shared_ptr<ConstTensorHandle> m_InputGateBias

◆ m_InputToCellWeights

std::shared_ptr<ConstTensorHandle> m_InputToCellWeights

A unique pointer to represent 2D weights tensor with dimensions [outputSize, inputSize] (QAsymm8).

Definition at line 21 of file QuantizedLstmLayer.hpp.

Referenced by QuantizedLstmLayer::Clone(), QuantizedLstmLayer::CreateWorkload(), QuantizedLstmLayer::ExecuteStrategy(), QuantizedLstmLayer::GetConstantTensorsByRef(), and QuantizedLstmLayer::ValidateTensorShapesFromInputs().

◆ m_InputToForgetWeights

std::shared_ptr<ConstTensorHandle> m_InputToForgetWeights

A unique pointer to represent 2D weights tensor with dimensions [outputSize, inputSize] (QAsymm8).

Definition at line 19 of file QuantizedLstmLayer.hpp.

Referenced by QuantizedLstmLayer::Clone(), QuantizedLstmLayer::CreateWorkload(), QuantizedLstmLayer::ExecuteStrategy(), QuantizedLstmLayer::GetConstantTensorsByRef(), and QuantizedLstmLayer::ValidateTensorShapesFromInputs().

◆ m_InputToInputWeights

std::shared_ptr<ConstTensorHandle> m_InputToInputWeights

◆ m_InputToOutputWeights

std::shared_ptr<ConstTensorHandle> m_InputToOutputWeights

A unique pointer to represent 2D weights tensor with dimensions [outputSize, inputSize] (QAsymm8).

Definition at line 23 of file QuantizedLstmLayer.hpp.

Referenced by QuantizedLstmLayer::Clone(), QuantizedLstmLayer::CreateWorkload(), QuantizedLstmLayer::ExecuteStrategy(), QuantizedLstmLayer::GetConstantTensorsByRef(), and QuantizedLstmLayer::ValidateTensorShapesFromInputs().

◆ m_OutputGateBias

std::shared_ptr<ConstTensorHandle> m_OutputGateBias

◆ m_RecurrentToCellWeights

std::shared_ptr<ConstTensorHandle> m_RecurrentToCellWeights

A unique pointer to represent 2D weights tensor with dimensions [outputSize, outputSize] (QAsymm8).

Definition at line 30 of file QuantizedLstmLayer.hpp.

Referenced by QuantizedLstmLayer::Clone(), QuantizedLstmLayer::CreateWorkload(), QuantizedLstmLayer::ExecuteStrategy(), QuantizedLstmLayer::GetConstantTensorsByRef(), and QuantizedLstmLayer::ValidateTensorShapesFromInputs().

◆ m_RecurrentToForgetWeights

std::shared_ptr<ConstTensorHandle> m_RecurrentToForgetWeights

A unique pointer to represent 2D weights tensor with dimensions [outputSize, outputSize] (QAsymm8).

Definition at line 28 of file QuantizedLstmLayer.hpp.

Referenced by QuantizedLstmLayer::Clone(), QuantizedLstmLayer::CreateWorkload(), QuantizedLstmLayer::ExecuteStrategy(), QuantizedLstmLayer::GetConstantTensorsByRef(), and QuantizedLstmLayer::ValidateTensorShapesFromInputs().

◆ m_RecurrentToInputWeights

std::shared_ptr<ConstTensorHandle> m_RecurrentToInputWeights

A unique pointer to represent 2D weights tensor with dimensions [outputSize, outputSize] (QAsymm8).

Definition at line 26 of file QuantizedLstmLayer.hpp.

Referenced by QuantizedLstmLayer::Clone(), QuantizedLstmLayer::CreateWorkload(), QuantizedLstmLayer::ExecuteStrategy(), QuantizedLstmLayer::GetConstantTensorsByRef(), and QuantizedLstmLayer::ValidateTensorShapesFromInputs().

◆ m_RecurrentToOutputWeights

std::shared_ptr<ConstTensorHandle> m_RecurrentToOutputWeights

A unique pointer to represent 2D weights tensor with dimensions [outputSize, outputSize] (QAsymm8).

Definition at line 32 of file QuantizedLstmLayer.hpp.

Referenced by QuantizedLstmLayer::Clone(), QuantizedLstmLayer::CreateWorkload(), QuantizedLstmLayer::ExecuteStrategy(), QuantizedLstmLayer::GetConstantTensorsByRef(), and QuantizedLstmLayer::ValidateTensorShapesFromInputs().


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