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...

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.

Definition at line 389 of file Descriptors.hpp.

Constructor & Destructor Documentation

◆ FullyConnectedDescriptor()

FullyConnectedDescriptor ( )

inline

Definition at line 391 of file Descriptors.hpp.

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

Member Function Documentation

◆ GetNumViews()

uint32_t GetNumViews ( ) const

Get the number of views/inputs.

Definition at line 428 of file Descriptors.cpp.

 {
     // Return 1 with constant weights, otherwise check if bias is enabled
     uint32_t numInputs = 1;
     if (!m_ConstantWeights)
     {
         // non-const weights
         numInputs = 2;
         if (m_BiasEnabled)
         {
             // non-const bias
             numInputs = 3;
         }
     }
     return numInputs;
 }

◆ operator==()

bool operator== ( const FullyConnectedDescriptor & rhs ) const

inline

Definition at line 397 of file Descriptors.hpp.

References 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 408 of file Descriptors.hpp.

Referenced by FullyConnectedLayer::Accept(), NetworkImpl::AddFillLayer(), armnn::BOOST_AUTO_TEST_CASE(), BOOST_AUTO_TEST_CASE(), TestFullyConnectedLayerVistor::CheckDescriptor(), OnnxParserImpl::CreateNetworkFromString(), FullyConnectedLayer::CreateWorkload(), RefFullyConnectedWorkload::ExecuteAsync(), FullyConnectedLayer::ExecuteStrategy(), armnnSerializer::GetFlatBufferArgMinMaxFunction(), armnnDeserializer::GetOriginsDescriptor(), armnn::GetVector(), RefLayerSupport::IsFullyConnectedSupported(), FullyConnectedDescriptor::operator==(), TfLiteParserImpl::OutputShapeOfReshape(), RefFullyConnectedWorkload::PostAllocationConfigure(), RefFullyConnectedWorkload::RefFullyConnectedWorkload(), StringifyLayerParameters< FullyConnectedDescriptor >::Serialize(), SimpleFullyConnectedTestImpl(), and SimpleFullyConnectedTestWeightsAsInputsImpl().

◆ m_ConstantWeights

bool m_ConstantWeights

Enable/disable constant weights and biases.

Definition at line 412 of file Descriptors.hpp.

Referenced by NetworkImpl::AddFillLayer(), BOOST_AUTO_TEST_CASE(), FullyConnectedLayer::CreateWorkload(), RefFullyConnectedWorkload::ExecuteAsync(), armnnSerializer::GetFlatBufferArgMinMaxFunction(), armnnDeserializer::GetOriginsDescriptor(), LayerSupportHandle::IsFullyConnectedSupported(), FullyConnectedDescriptor::operator==(), TfLiteParserImpl::OutputShapeOfReshape(), RefFullyConnectedWorkload::PostAllocationConfigure(), RefFullyConnectedWorkload::RefFullyConnectedWorkload(), SimpleFullyConnectedTestWeightsAsInputsImpl(), and FullyConnectedLayer::ValidateTensorShapesFromInputs().

◆ m_TransposeWeightMatrix

bool m_TransposeWeightMatrix

Enable/disable transpose weight matrix.

Definition at line 410 of file Descriptors.hpp.

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

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

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

Public Member Functions

Public Attributes