Convolution2dDescriptor Struct Reference

A Convolution2dDescriptor for the Convolution2dLayer. More...

#include <Descriptors.hpp>

Public Member Functions
	Convolution2dDescriptor ()
bool	operator== (const Convolution2dDescriptor &rhs) const

Public Attributes
uint32_t	m_PadLeft
	Padding left value in the width dimension. More...
uint32_t	m_PadRight
	Padding right value in the width dimension. More...
uint32_t	m_PadTop
	Padding top value in the height dimension. More...
uint32_t	m_PadBottom
	Padding bottom value in the height dimension. More...
uint32_t	m_StrideX
	Stride value when proceeding through input for the width dimension. More...
uint32_t	m_StrideY
	Stride value when proceeding through input for the height dimension. More...
uint32_t	m_DilationX
	Dilation along x axis. More...
uint32_t	m_DilationY
	Dilation along y axis. More...
bool	m_BiasEnabled
	Enable/disable bias. More...
DataLayout	m_DataLayout
	The data layout to be used (NCHW, NHWC). More...

Detailed Description

A Convolution2dDescriptor for the Convolution2dLayer.

Definition at line 400 of file Descriptors.hpp.

Constructor & Destructor Documentation

Convolution2dDescriptor()

Convolution2dDescriptor ( )

inline

Definition at line 402 of file Descriptors.hpp.

        : m_PadLeft(0)
        , m_PadRight(0)
        , m_PadTop(0)
        , m_PadBottom(0)
        , m_StrideX(0)
        , m_StrideY(0)
        , m_DilationX(1)
        , m_DilationY(1)
        , m_BiasEnabled(false)
        , m_DataLayout(DataLayout::NCHW)
    {}

Member Function Documentation

operator==()

bool operator== ( const Convolution2dDescriptor &  rhs ) const

inline

Definition at line 415 of file Descriptors.hpp.

References Convolution2dDescriptor::m_BiasEnabled, Convolution2dDescriptor::m_DataLayout, Convolution2dDescriptor::m_DilationX, Convolution2dDescriptor::m_DilationY, Convolution2dDescriptor::m_PadBottom, Convolution2dDescriptor::m_PadLeft, Convolution2dDescriptor::m_PadRight, Convolution2dDescriptor::m_PadTop, Convolution2dDescriptor::m_StrideX, and Convolution2dDescriptor::m_StrideY.

    {
        return m_PadLeft     == rhs.m_PadLeft &&
               m_PadRight    == rhs.m_PadRight &&
               m_PadTop      == rhs.m_PadTop &&
               m_PadBottom   == rhs.m_PadBottom &&
               m_StrideX     == rhs.m_StrideX &&
               m_StrideY     == rhs.m_StrideY &&
               m_DilationX   == rhs.m_DilationX &&
               m_DilationY   == rhs.m_DilationY &&
               m_BiasEnabled == rhs.m_BiasEnabled &&
               m_DataLayout  == rhs.m_DataLayout;
    }

Member Data Documentation

m_BiasEnabled

bool m_BiasEnabled

Enable/disable bias.

Definition at line 446 of file Descriptors.hpp.

Referenced by Network::AddConcatLayer(), CaffeParserBase::AddConvLayerWithDepthwiseConv(), CaffeParserBase::AddConvLayerWithSplits(), armnn::BOOST_AUTO_TEST_CASE(), BOOST_AUTO_TEST_CASE(), TestConvolution2dLayerVisitor::CheckDescriptor(), TestDepthwiseConvolution2dLayerVisitor::CheckDescriptor(), TestFullyConnectedLayerVistor::CheckDescriptor(), armnnTfParser::ConvertTfTensorDataType(), Convolution2dPerAxisQuantTest(), CreateConvolution2dGraph(), TfLiteParser::CreateNetworkFromBinary(), OnnxParser::CreateNetworkFromString(), Convolution2dLayer::CreateWorkload(), RefConvolution2dWorkload::Execute(), Deserializer::GetNetworkOutputBindingInfo(), Convolution2dDescriptor::operator==(), CaffeParserBase::ParseConvLayer(), RefConvolution2dWorkload::RefConvolution2dWorkload(), FoldPadIntoConvolution2dImpl::Run(), StringifyLayerParameters< Convolution2dDescriptor >::Serialize(), SimpleConvolution2dNhwcTestImpl(), armnn::TestQuantizeConvolution2d(), VerifyPostOptimisationStructureTestImpl(), and SerializerVisitor::VisitConvolution2dLayer().

m_DataLayout

DataLayout m_DataLayout

The data layout to be used (NCHW, NHWC).

Definition at line 448 of file Descriptors.hpp.

Referenced by armnn::BOOST_AUTO_TEST_CASE(), BOOST_AUTO_TEST_CASE(), TestConvolution2dLayerVisitor::CheckDescriptor(), TestDepthwiseConvolution2dLayerVisitor::CheckDescriptor(), TestBatchNormalizationLayerVisitor::CheckDescriptor(), armnnTfParser::ConvertTfTensorDataType(), Convolution2dInferOutputShapeTest(), Convolution2dPerAxisQuantTest(), CreateConvolution2dGraph(), TfLiteParser::CreateNetworkFromBinary(), RefConvolution2dWorkload::Execute(), Deserializer::GetNetworkOutputBindingInfo(), Convolution2dLayer::InferOutputShapes(), Convolution2dDescriptor::operator==(), FoldPadIntoConvolution2dImpl::Run(), StringifyLayerParameters< Convolution2dDescriptor >::Serialize(), Convolution2dLayer::SerializeLayerParameters(), SimpleConvolution2dNhwcTestImpl(), and SerializerVisitor::VisitConvolution2dLayer().

m_DilationX

uint32_t m_DilationX

Dilation along x axis.

Definition at line 442 of file Descriptors.hpp.

Referenced by BOOST_AUTO_TEST_CASE(), Convolution2dInferOutputShapeTest(), TfLiteParser::CreateNetworkFromBinary(), RefConvolution2dWorkload::Execute(), Deserializer::GetNetworkOutputBindingInfo(), Convolution2dLayer::InferOutputShapes(), Convolution2dDescriptor::operator==(), StringifyLayerParameters< Convolution2dDescriptor >::Serialize(), and SerializerVisitor::VisitConvolution2dLayer().

m_DilationY

uint32_t m_DilationY

Dilation along y axis.

Definition at line 444 of file Descriptors.hpp.

Referenced by BOOST_AUTO_TEST_CASE(), Convolution2dInferOutputShapeTest(), TfLiteParser::CreateNetworkFromBinary(), RefConvolution2dWorkload::Execute(), Deserializer::GetNetworkOutputBindingInfo(), Convolution2dLayer::InferOutputShapes(), Convolution2dDescriptor::operator==(), StringifyLayerParameters< Convolution2dDescriptor >::Serialize(), and SerializerVisitor::VisitConvolution2dLayer().

m_PadBottom

uint32_t m_PadBottom

Padding bottom value in the height dimension.

Definition at line 436 of file Descriptors.hpp.

Referenced by CaffeParserBase::AddConvLayerWithDepthwiseConv(), CaffeParserBase::AddConvLayerWithSplits(), armnn::BOOST_AUTO_TEST_CASE(), BOOST_AUTO_TEST_CASE(), TestConvolution2dLayerVisitor::CheckDescriptor(), TestDepthwiseConvolution2dLayerVisitor::CheckDescriptor(), armnnTfParser::ConvertTfTensorDataType(), Convolution2dInferOutputShapeTest(), Convolution2dPerAxisQuantTest(), TfLiteParser::CreateNetworkFromBinary(), OnnxParser::CreateNetworkFromString(), Deserializer::GetNetworkOutputBindingInfo(), Convolution2dLayer::InferOutputShapes(), Convolution2dDescriptor::operator==(), CaffeParserBase::ParseConvLayer(), FoldPadIntoConvolution2dImpl::Run(), StringifyLayerParameters< Convolution2dDescriptor >::Serialize(), SimpleConvolution2dNhwcTestImpl(), VerifyPostOptimisationStructureTestImpl(), and SerializerVisitor::VisitConvolution2dLayer().

m_PadLeft

uint32_t m_PadLeft

Padding left value in the width dimension.

Definition at line 430 of file Descriptors.hpp.

Referenced by CaffeParserBase::AddConvLayerWithDepthwiseConv(), armnn::BOOST_AUTO_TEST_CASE(), BOOST_AUTO_TEST_CASE(), TestConvolution2dLayerVisitor::CheckDescriptor(), TestDepthwiseConvolution2dLayerVisitor::CheckDescriptor(), armnnTfParser::ConvertTfTensorDataType(), Convolution2dInferOutputShapeTest(), Convolution2dPerAxisQuantTest(), TfLiteParser::CreateNetworkFromBinary(), OnnxParser::CreateNetworkFromString(), RefConvolution2dWorkload::Execute(), Deserializer::GetNetworkOutputBindingInfo(), Convolution2dLayer::InferOutputShapes(), Convolution2dDescriptor::operator==(), CaffeParserBase::ParseConvLayer(), FoldPadIntoConvolution2dImpl::Run(), StringifyLayerParameters< Convolution2dDescriptor >::Serialize(), SimpleConvolution2dNhwcTestImpl(), VerifyPostOptimisationStructureTestImpl(), and SerializerVisitor::VisitConvolution2dLayer().

m_PadRight

uint32_t m_PadRight

Padding right value in the width dimension.

Definition at line 432 of file Descriptors.hpp.

Referenced by CaffeParserBase::AddConvLayerWithDepthwiseConv(), CaffeParserBase::AddConvLayerWithSplits(), armnn::BOOST_AUTO_TEST_CASE(), BOOST_AUTO_TEST_CASE(), TestConvolution2dLayerVisitor::CheckDescriptor(), TestDepthwiseConvolution2dLayerVisitor::CheckDescriptor(), armnnTfParser::ConvertTfTensorDataType(), Convolution2dInferOutputShapeTest(), Convolution2dPerAxisQuantTest(), TfLiteParser::CreateNetworkFromBinary(), OnnxParser::CreateNetworkFromString(), Deserializer::GetNetworkOutputBindingInfo(), Convolution2dLayer::InferOutputShapes(), Convolution2dDescriptor::operator==(), CaffeParserBase::ParseConvLayer(), FoldPadIntoConvolution2dImpl::Run(), StringifyLayerParameters< Convolution2dDescriptor >::Serialize(), SimpleConvolution2dNhwcTestImpl(), VerifyPostOptimisationStructureTestImpl(), and SerializerVisitor::VisitConvolution2dLayer().

m_PadTop

uint32_t m_PadTop

Padding top value in the height dimension.

Definition at line 434 of file Descriptors.hpp.

Referenced by CaffeParserBase::AddConvLayerWithDepthwiseConv(), armnn::BOOST_AUTO_TEST_CASE(), BOOST_AUTO_TEST_CASE(), TestConvolution2dLayerVisitor::CheckDescriptor(), TestDepthwiseConvolution2dLayerVisitor::CheckDescriptor(), armnnTfParser::ConvertTfTensorDataType(), Convolution2dInferOutputShapeTest(), Convolution2dPerAxisQuantTest(), TfLiteParser::CreateNetworkFromBinary(), OnnxParser::CreateNetworkFromString(), RefConvolution2dWorkload::Execute(), Deserializer::GetNetworkOutputBindingInfo(), Convolution2dLayer::InferOutputShapes(), Convolution2dDescriptor::operator==(), CaffeParserBase::ParseConvLayer(), FoldPadIntoConvolution2dImpl::Run(), StringifyLayerParameters< Convolution2dDescriptor >::Serialize(), SimpleConvolution2dNhwcTestImpl(), VerifyPostOptimisationStructureTestImpl(), and SerializerVisitor::VisitConvolution2dLayer().

m_StrideX

uint32_t m_StrideX

Stride value when proceeding through input for the width dimension.

Definition at line 438 of file Descriptors.hpp.

Referenced by CaffeParserBase::AddConvLayerWithDepthwiseConv(), CaffeParserBase::AddConvLayerWithSplits(), armnn::BOOST_AUTO_TEST_CASE(), BOOST_AUTO_TEST_CASE(), TestConvolution2dLayerVisitor::CheckDescriptor(), TestDepthwiseConvolution2dLayerVisitor::CheckDescriptor(), armnnTfParser::ConvertTfTensorDataType(), Convolution2dInferOutputShapeTest(), Convolution2dPerAxisQuantTest(), CreateConvolution2dGraph(), TfLiteParser::CreateNetworkFromBinary(), OnnxParser::CreateNetworkFromString(), RefConvolution2dWorkload::Execute(), Deserializer::GetNetworkOutputBindingInfo(), Convolution2dLayer::InferOutputShapes(), Convolution2dDescriptor::operator==(), CaffeParserBase::ParseConvLayer(), StringifyLayerParameters< Convolution2dDescriptor >::Serialize(), SimpleConvolution2dNhwcTestImpl(), VerifyPostOptimisationStructureTestImpl(), and SerializerVisitor::VisitConvolution2dLayer().

m_StrideY

uint32_t m_StrideY

Stride value when proceeding through input for the height dimension.

Definition at line 440 of file Descriptors.hpp.

Referenced by CaffeParserBase::AddConvLayerWithDepthwiseConv(), CaffeParserBase::AddConvLayerWithSplits(), armnn::BOOST_AUTO_TEST_CASE(), BOOST_AUTO_TEST_CASE(), TestConvolution2dLayerVisitor::CheckDescriptor(), TestDepthwiseConvolution2dLayerVisitor::CheckDescriptor(), armnnTfParser::ConvertTfTensorDataType(), Convolution2dInferOutputShapeTest(), Convolution2dPerAxisQuantTest(), CreateConvolution2dGraph(), TfLiteParser::CreateNetworkFromBinary(), OnnxParser::CreateNetworkFromString(), RefConvolution2dWorkload::Execute(), Deserializer::GetNetworkOutputBindingInfo(), Convolution2dLayer::InferOutputShapes(), Convolution2dDescriptor::operator==(), CaffeParserBase::ParseConvLayer(), StringifyLayerParameters< Convolution2dDescriptor >::Serialize(), SimpleConvolution2dNhwcTestImpl(), VerifyPostOptimisationStructureTestImpl(), and SerializerVisitor::VisitConvolution2dLayer().

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

• include/armnn/Descriptors.hpp