A FullyConnectedDescriptor for the FullyConnectedLayer. More...

#include <Descriptors.hpp>

Inheritance diagram for FullyConnectedDescriptor:

Public Member Functions
	FullyConnectedDescriptor ()

bool	operator== (const FullyConnectedDescriptor &rhs) const

uint32_t	GetNumViews () const
	Get the number of views/inputs. More...

uint32_t	GetNumInputs () const
	Get the number of views/inputs. More...

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 381 of file Descriptors.hpp.

Constructor & Destructor Documentation

◆ FullyConnectedDescriptor()

FullyConnectedDescriptor ( )

inline

Definition at line 383 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 views/inputs.

Definition at line 433 of file Descriptors.cpp.

Referenced by NetworkImpl::AddFullyConnectedLayer(), and armnnDeserializer::GetOriginsDescriptor().

 {
     // Return 2 otherwise check if bias is enabled
     unsigned int numInputs = 2;
     if (m_BiasEnabled)
     {
         numInputs = 3;
     }
     return numInputs;
 }

◆ GetNumViews()

uint32_t GetNumViews ( ) const

Get the number of views/inputs.

Definition at line 428 of file Descriptors.cpp.

 {
     return GetNumInputs();
 }

◆ operator==()

bool operator== ( const FullyConnectedDescriptor & rhs ) const

inline

Definition at line 389 of file Descriptors.hpp.

References armnn::ARMNN_DEPRECATED_MSG_REMOVAL_DATE(), FullyConnectedDescriptor::m_BiasEnabled, FullyConnectedDescriptor::m_ConstantWeights, and FullyConnectedDescriptor::m_TransposeWeightMatrix.

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

Member Data Documentation

◆ m_BiasEnabled

bool m_BiasEnabled

Enable/disable bias.

Definition at line 404 of file Descriptors.hpp.

Referenced by NetworkImpl::AddFullyConnectedLayer(), TestFullyConnectedLayerVistor::CheckDescriptor(), ClFullyConnectedWorkload::ClFullyConnectedWorkload(), OnnxParserImpl::CreateNetworkFromString(), FullyConnectedLayer::CreateWorkload(), RefFullyConnectedWorkload::ExecuteAsync(), armnnSerializer::GetFlatBufferArgMinMaxFunction(), armnnDeserializer::GetOriginsDescriptor(), RefLayerSupport::IsFullyConnectedSupported(), LayerSupportHandle::IsFullyConnectedSupported(), FullyConnectedDescriptor::operator==(), TfLiteParserImpl::OutputShapeOfReshape(), RefFullyConnectedWorkload::PostAllocationConfigure(), StringifyLayerParameters< FullyConnectedDescriptor >::Serialize(), TEST_SUITE(), and armnn::TEST_SUITE().

◆ m_ConstantWeights

bool m_ConstantWeights

Enable/disable constant weights and biases.

Definition at line 408 of file Descriptors.hpp.

Referenced by NetworkImpl::AddFullyConnectedLayer(), armnnSerializer::GetFlatBufferArgMinMaxFunction(), armnnDeserializer::GetOriginsDescriptor(), LayerSupportHandle::IsFullyConnectedSupported(), FullyConnectedDescriptor::operator==(), TfLiteParserImpl::OutputShapeOfReshape(), TEST_SUITE(), and armnn::TEST_SUITE().

◆ m_TransposeWeightMatrix

bool m_TransposeWeightMatrix

Enable/disable transpose weight matrix.

Definition at line 406 of file Descriptors.hpp.

Referenced by TestFullyConnectedLayerVistor::CheckDescriptor(), armnn::ConvertFullyConnectedDescriptorToAclFullyConnectedLayerInfo(), OnnxParserImpl::CreateNetworkFromString(), RefFullyConnectedWorkload::ExecuteAsync(), armnnSerializer::GetFlatBufferArgMinMaxFunction(), armnnDeserializer::GetOriginsDescriptor(), FullyConnectedLayer::InferOutputShapes(), FullyConnectedDescriptor::operator==(), TfLiteParserImpl::OutputShapeOfReshape(), StringifyLayerParameters< FullyConnectedDescriptor >::Serialize(), TEST_SUITE(), and armnn::TEST_SUITE().

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

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

Public Member Functions

Public Attributes