FullyConnectedDescriptor Struct Reference

A FullyConnectedDescriptor for the FullyConnectedLayer. More...

#include <Descriptors.hpp>

Inheritance diagram for FullyConnectedDescriptor:

Collaboration diagram for FullyConnectedDescriptor:

Public Member Functions
	FullyConnectedDescriptor ()
bool	operator== (const FullyConnectedDescriptor &rhs) const
uint32_t	GetNumInputs () const
	Get the number of inputs. More...
Public Member Functions inherited from BaseDescriptor
virtual bool	IsNull () const
virtual	~BaseDescriptor ()=default

Public Attributes
bool	m_BiasEnabled
	Enable/disable bias. More...
bool	m_TransposeWeightMatrix
	Enable/disable transpose weight matrix. More...
bool	m_ConstantWeights
	Enable/disable constant weights and biases. More...

Detailed Description

A FullyConnectedDescriptor for the FullyConnectedLayer.

Examples

AsyncExecutionSample.cpp, CustomMemoryAllocatorSample.cpp, and SimpleSample.cpp.

Definition at line 507 of file Descriptors.hpp.

Constructor & Destructor Documentation

FullyConnectedDescriptor()

FullyConnectedDescriptor ( )

inline

Definition at line 509 of file Descriptors.hpp.

        : m_BiasEnabled(false)
        , m_TransposeWeightMatrix(false)
        , m_ConstantWeights(true)
    {}

Member Function Documentation

GetNumInputs()

uint32_t GetNumInputs

(

)

const

Get the number of inputs.

Definition at line 475 of file Descriptors.cpp.

{
    return armnn::GetNumInputs(m_BiasEnabled);
}

References armnn::GetNumInputs(), and FullyConnectedDescriptor::m_BiasEnabled.

Referenced by ClFullyConnectedWorkload::ClFullyConnectedWorkload(), and NeonFullyConnectedWorkload::NeonFullyConnectedWorkload().

operator==()

bool operator== ( const FullyConnectedDescriptor &  rhs ) const

inline

Definition at line 515 of file Descriptors.hpp.

    {
        return m_BiasEnabled == rhs.m_BiasEnabled
               && m_TransposeWeightMatrix == rhs.m_TransposeWeightMatrix
               && m_ConstantWeights == rhs.m_ConstantWeights;
    }

References FullyConnectedDescriptor::m_BiasEnabled, FullyConnectedDescriptor::m_ConstantWeights, and FullyConnectedDescriptor::m_TransposeWeightMatrix.

Member Data Documentation

m_BiasEnabled

bool m_BiasEnabled

Enable/disable bias.

Definition at line 526 of file Descriptors.hpp.

Referenced by ClFullyConnectedWorkload::ClFullyConnectedWorkload(), ConvertFullyConnectedToTosaOperator(), NeonFullyConnectedWorkload::Execute(), FullyConnectedDescriptor::GetNumInputs(), RefLayerSupport::IsFullyConnectedSupported(), LayerSupportHandle::IsFullyConnectedSupported(), FullyConnectedDescriptor::operator==(), NeonBackend::OptimizeSubgraphView(), ClBackend::OptimizeSubgraphView(), StringifyLayerParameters< FullyConnectedDescriptor >::Serialize(), and FullyConnectedQueueDescriptor::Validate().

m_ConstantWeights

bool m_ConstantWeights

Enable/disable constant weights and biases.

Definition at line 530 of file Descriptors.hpp.

Referenced by LayerSupportHandle::IsFullyConnectedSupported(), FullyConnectedDescriptor::operator==(), and StringifyLayerParameters< FullyConnectedDescriptor >::Serialize().

m_TransposeWeightMatrix

bool m_TransposeWeightMatrix

Enable/disable transpose weight matrix.

Definition at line 528 of file Descriptors.hpp.

Referenced by armnn::ConvertFullyConnectedDescriptorToAclFullyConnectedLayerInfo(), FullyConnectedLayer::InferOutputShapes(), FullyConnectedDescriptor::operator==(), and StringifyLayerParameters< FullyConnectedDescriptor >::Serialize().

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

• include/armnn/Descriptors.hpp
• src/armnn/Descriptors.cpp