LstmBasicParameters Struct Reference

#include <LstmParameters.hpp>

Public Attributes
std::shared_ptr< ConstTensorHandle >	m_InputToForgetWeights
	A unique pointer to represent 2D weights tensor with dimensions [input_size, num_units].
std::shared_ptr< ConstTensorHandle >	m_InputToCellWeights
	A unique pointer to represent 2D weights tensor with dimensions [input_size, num_units].
std::shared_ptr< ConstTensorHandle >	m_InputToOutputWeights
	A unique pointer to represent 2D weights tensor with dimensions [input_size, num_units].
std::shared_ptr< ConstTensorHandle >	m_RecurrentToForgetWeights
	A unique pointer to represent 2D weights tensor with dimensions [output_size, num_units].
std::shared_ptr< ConstTensorHandle >	m_RecurrentToCellWeights
	A unique pointer to represent 2D weights tensor with dimensions [output_size, num_units].
std::shared_ptr< ConstTensorHandle >	m_RecurrentToOutputWeights
	A unique pointer to represent 2D weights tensor with dimensions [output_size, num_units].
std::shared_ptr< ConstTensorHandle >	m_ForgetGateBias
	A unique pointer to represent 1D weights tensor with dimensions [num_units].
std::shared_ptr< ConstTensorHandle >	m_CellBias
	A unique pointer to represent 1D weights tensor with dimensions [num_units].
std::shared_ptr< ConstTensorHandle >	m_OutputGateBias
	A unique pointer to represent 1D weights tensor with dimensions [num_units].

Detailed Description

Definition at line 54 of file LstmParameters.hpp.

Member Data Documentation

m_CellBias

std::shared_ptr<ConstTensorHandle> m_CellBias

A unique pointer to represent 1D weights tensor with dimensions [num_units].

Definition at line 71 of file LstmParameters.hpp.

m_ForgetGateBias

std::shared_ptr<ConstTensorHandle> m_ForgetGateBias

A unique pointer to represent 1D weights tensor with dimensions [num_units].

Definition at line 69 of file LstmParameters.hpp.

m_InputToCellWeights

std::shared_ptr<ConstTensorHandle> m_InputToCellWeights

A unique pointer to represent 2D weights tensor with dimensions [input_size, num_units].

Definition at line 59 of file LstmParameters.hpp.

m_InputToForgetWeights

std::shared_ptr<ConstTensorHandle> m_InputToForgetWeights

A unique pointer to represent 2D weights tensor with dimensions [input_size, num_units].

Definition at line 57 of file LstmParameters.hpp.

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

m_InputToOutputWeights

std::shared_ptr<ConstTensorHandle> m_InputToOutputWeights

A unique pointer to represent 2D weights tensor with dimensions [input_size, num_units].

Definition at line 61 of file LstmParameters.hpp.

m_OutputGateBias

std::shared_ptr<ConstTensorHandle> m_OutputGateBias

A unique pointer to represent 1D weights tensor with dimensions [num_units].

Definition at line 73 of file LstmParameters.hpp.

m_RecurrentToCellWeights

std::shared_ptr<ConstTensorHandle> m_RecurrentToCellWeights

A unique pointer to represent 2D weights tensor with dimensions [output_size, num_units].

Definition at line 65 of file LstmParameters.hpp.

m_RecurrentToForgetWeights

std::shared_ptr<ConstTensorHandle> m_RecurrentToForgetWeights

A unique pointer to represent 2D weights tensor with dimensions [output_size, num_units].

Definition at line 63 of file LstmParameters.hpp.

m_RecurrentToOutputWeights

std::shared_ptr<ConstTensorHandle> m_RecurrentToOutputWeights

A unique pointer to represent 2D weights tensor with dimensions [output_size, num_units].

Definition at line 67 of file LstmParameters.hpp.

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

• src/armnn/layers/LstmParameters.hpp