QuantizedLstmParameters Struct Reference

#include <QuantizedLstmLayer.hpp>

Public Attributes
std::shared_ptr< ConstTensorHandle >	m_InputToInputWeights
	A unique pointer to represent 2D weights tensor with dimensions [outputSize, inputSize] (QAsymm8).
std::shared_ptr< ConstTensorHandle >	m_InputToForgetWeights
	A unique pointer to represent 2D weights tensor with dimensions [outputSize, inputSize] (QAsymm8).
std::shared_ptr< ConstTensorHandle >	m_InputToCellWeights
	A unique pointer to represent 2D weights tensor with dimensions [outputSize, inputSize] (QAsymm8).
std::shared_ptr< ConstTensorHandle >	m_InputToOutputWeights
	A unique pointer to represent 2D weights tensor with dimensions [outputSize, inputSize] (QAsymm8).
std::shared_ptr< ConstTensorHandle >	m_RecurrentToInputWeights
	A unique pointer to represent 2D weights tensor with dimensions [outputSize, outputSize] (QAsymm8).
std::shared_ptr< ConstTensorHandle >	m_RecurrentToForgetWeights
	A unique pointer to represent 2D weights tensor with dimensions [outputSize, outputSize] (QAsymm8).
std::shared_ptr< ConstTensorHandle >	m_RecurrentToCellWeights
	A unique pointer to represent 2D weights tensor with dimensions [outputSize, outputSize] (QAsymm8).
std::shared_ptr< ConstTensorHandle >	m_RecurrentToOutputWeights
	A unique pointer to represent 2D weights tensor with dimensions [outputSize, outputSize] (QAsymm8).
std::shared_ptr< ConstTensorHandle >	m_InputGateBias
	A unique pointer to represent 1D bias tensor with dimensions [outputSize] (int32).
std::shared_ptr< ConstTensorHandle >	m_ForgetGateBias
	A unique pointer to represent 1D bias tensor with dimensions [outputSize] (int32).
std::shared_ptr< ConstTensorHandle >	m_CellBias
	A unique pointer to represent 1D bias tensor with dimensions [outputSize] (int32).
std::shared_ptr< ConstTensorHandle >	m_OutputGateBias
	A unique pointer to represent 1D bias tensor with dimensions [outputSize] (int32).

Detailed Description

Definition at line 14 of file QuantizedLstmLayer.hpp.

Member Data Documentation

m_CellBias

std::shared_ptr<ConstTensorHandle> m_CellBias

A unique pointer to represent 1D bias tensor with dimensions [outputSize] (int32).

Definition at line 39 of file QuantizedLstmLayer.hpp.

m_ForgetGateBias

std::shared_ptr<ConstTensorHandle> m_ForgetGateBias

A unique pointer to represent 1D bias tensor with dimensions [outputSize] (int32).

Definition at line 37 of file QuantizedLstmLayer.hpp.

m_InputGateBias

std::shared_ptr<ConstTensorHandle> m_InputGateBias

A unique pointer to represent 1D bias tensor with dimensions [outputSize] (int32).

Definition at line 35 of file QuantizedLstmLayer.hpp.

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.

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.

m_InputToInputWeights

std::shared_ptr<ConstTensorHandle> m_InputToInputWeights

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

Definition at line 17 of file QuantizedLstmLayer.hpp.

Referenced by NetworkImpl::AddQuantizedLstmLayer().

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.

m_OutputGateBias

std::shared_ptr<ConstTensorHandle> m_OutputGateBias

A unique pointer to represent 1D bias tensor with dimensions [outputSize] (int32).

Definition at line 41 of file QuantizedLstmLayer.hpp.

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.

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.

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.

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.

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

• src/armnn/layers/QuantizedLstmLayer.hpp