ArmNN
 22.05
Public Member Functions | Public Attributes | List of all members
Convolution2dDescriptor Struct Reference

A Convolution2dDescriptor for the Convolution2dLayer. More...

#include <Descriptors.hpp>

Inheritance diagram for Convolution2dDescriptor:
BaseDescriptor

Public Member Functions

 Convolution2dDescriptor ()
 
bool operator== (const Convolution2dDescriptor &rhs) const
 
uint32_t GetNumInputs () const
 
- Public Member Functions inherited from BaseDescriptor
virtual bool IsNull () const
 
virtual ~BaseDescriptor ()=default
 

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 499 of file Descriptors.hpp.

Constructor & Destructor Documentation

◆ Convolution2dDescriptor()

Convolution2dDescriptor ( )
inline

Definition at line 501 of file Descriptors.hpp.

502  : m_PadLeft(0)
503  , m_PadRight(0)
504  , m_PadTop(0)
505  , m_PadBottom(0)
506  , m_StrideX(1)
507  , m_StrideY(1)
508  , m_DilationX(1)
509  , m_DilationY(1)
510  , m_BiasEnabled(false)
511  , m_DataLayout(DataLayout::NCHW)
512  {}
armnn::Convolution2dDescriptor::m_PadBottom
uint32_t m_PadBottom
Padding bottom value in the height dimension.
Definition: Descriptors.hpp:537
armnn::Convolution2dDescriptor::m_BiasEnabled
bool m_BiasEnabled
Enable/disable bias.
Definition: Descriptors.hpp:547
armnn::Convolution2dDescriptor::m_DataLayout
DataLayout m_DataLayout
The data layout to be used (NCHW, NHWC).
Definition: Descriptors.hpp:549
armnn::Convolution2dDescriptor::m_PadRight
uint32_t m_PadRight
Padding right value in the width dimension.
Definition: Descriptors.hpp:533
armnn::Convolution2dDescriptor::m_DilationY
uint32_t m_DilationY
Dilation along y axis.
Definition: Descriptors.hpp:545
armnn::Convolution2dDescriptor::m_PadTop
uint32_t m_PadTop
Padding top value in the height dimension.
Definition: Descriptors.hpp:535
armnn::Convolution2dDescriptor::m_StrideX
uint32_t m_StrideX
Stride value when proceeding through input for the width dimension.
Definition: Descriptors.hpp:539
armnn::Convolution2dDescriptor::m_StrideY
uint32_t m_StrideY
Stride value when proceeding through input for the height dimension.
Definition: Descriptors.hpp:541
armnn::Convolution2dDescriptor::m_DilationX
uint32_t m_DilationX
Dilation along x axis.
Definition: Descriptors.hpp:543
armnn::Convolution2dDescriptor::m_PadLeft
uint32_t m_PadLeft
Padding left value in the width dimension.
Definition: Descriptors.hpp:531

Member Function Documentation

◆ GetNumInputs()

uint32_t GetNumInputs ( ) const

Definition at line 443 of file Descriptors.cpp.

References armnn::GetNumInputs().

Referenced by IDeserializer::DeserializerImpl::GetNetworkOutputBindingInfo(), and Convolution2dLayer::ValidateTensorShapesFromInputs().

444 {
445  return armnn::GetNumInputs(m_BiasEnabled);
446 }
armnn::Convolution2dDescriptor::m_BiasEnabled
bool m_BiasEnabled
Enable/disable bias.
Definition: Descriptors.hpp:547
armnn::GetNumInputs
uint32_t GetNumInputs(bool biasEnabled)
Definition: Descriptors.cpp:428

◆ operator==()

bool operator== ( const Convolution2dDescriptor &  rhs) const
inline

Definition at line 514 of file Descriptors.hpp.

References armnn::GetNumInputs(), 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.

515  {
516  return m_PadLeft == rhs.m_PadLeft &&
517  m_PadRight == rhs.m_PadRight &&
518  m_PadTop == rhs.m_PadTop &&
519  m_PadBottom == rhs.m_PadBottom &&
520  m_StrideX == rhs.m_StrideX &&
521  m_StrideY == rhs.m_StrideY &&
522  m_DilationX == rhs.m_DilationX &&
523  m_DilationY == rhs.m_DilationY &&
524  m_BiasEnabled == rhs.m_BiasEnabled &&
525  m_DataLayout == rhs.m_DataLayout;
526  }
armnn::Convolution2dDescriptor::m_PadBottom
uint32_t m_PadBottom
Padding bottom value in the height dimension.
Definition: Descriptors.hpp:537
armnn::Convolution2dDescriptor::m_BiasEnabled
bool m_BiasEnabled
Enable/disable bias.
Definition: Descriptors.hpp:547
armnn::Convolution2dDescriptor::m_DataLayout
DataLayout m_DataLayout
The data layout to be used (NCHW, NHWC).
Definition: Descriptors.hpp:549
armnn::Convolution2dDescriptor::m_PadRight
uint32_t m_PadRight
Padding right value in the width dimension.
Definition: Descriptors.hpp:533
armnn::Convolution2dDescriptor::m_DilationY
uint32_t m_DilationY
Dilation along y axis.
Definition: Descriptors.hpp:545
armnn::Convolution2dDescriptor::m_PadTop
uint32_t m_PadTop
Padding top value in the height dimension.
Definition: Descriptors.hpp:535
armnn::Convolution2dDescriptor::m_StrideX
uint32_t m_StrideX
Stride value when proceeding through input for the width dimension.
Definition: Descriptors.hpp:539
armnn::Convolution2dDescriptor::m_StrideY
uint32_t m_StrideY
Stride value when proceeding through input for the height dimension.
Definition: Descriptors.hpp:541
armnn::Convolution2dDescriptor::m_DilationX
uint32_t m_DilationX
Dilation along x axis.
Definition: Descriptors.hpp:543
armnn::Convolution2dDescriptor::m_PadLeft
uint32_t m_PadLeft
Padding left value in the width dimension.
Definition: Descriptors.hpp:531

Member Data Documentation

◆ m_BiasEnabled

bool m_BiasEnabled

Enable/disable bias.

Definition at line 547 of file Descriptors.hpp.

Referenced by armnnTfLiteParser::AsFloatArray(), TestConvolution2dLayerVisitor::CheckDescriptor(), TestDepthwiseConvolution2dLayerVisitor::CheckDescriptor(), TestFullyConnectedLayerVistor::CheckDescriptor(), CompareConvolution2dTestImpl(), Convolution1dTestImpl(), OnnxParserImpl::CreateNetworkFromString(), Convolution2dLayer::CreateWorkload(), RefConvolution2dWorkload::ExecuteAsync(), armnnSerializer::GetFlatBufferArgMinMaxFunction(), IDeserializer::DeserializerImpl::GetNetworkOutputBindingInfo(), LayerSupportHandle::IsConvolution2dSupported(), NeonConvolution2dWorkload::NeonConvolution2dWorkload(), Convolution2dDescriptor::operator==(), NeonBackend::OptimizeSubgraphView(), ClBackend::OptimizeSubgraphView(), StringifyLayerParameters< Convolution2dDescriptor >::Serialize(), SimpleConvolution2dNhwcTestImpl(), SimpleConvolution2dTestImpl(), TEST_SUITE(), armnn::TEST_SUITE(), and VerifyPostOptimisationStructureTestImpl().

◆ m_DataLayout

DataLayout m_DataLayout

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

Definition at line 549 of file Descriptors.hpp.

Referenced by TestConvolution2dLayerVisitor::CheckDescriptor(), TestDepthwiseConvolution2dLayerVisitor::CheckDescriptor(), TestBatchNormalizationLayerVisitor::CheckDescriptor(), Convolution2dInferOutputShapeTest(), RefConvolution2dWorkload::ExecuteAsync(), armnnSerializer::GetFlatBufferArgMinMaxFunction(), IDeserializer::DeserializerImpl::GetNetworkOutputBindingInfo(), Convolution2dLayer::InferOutputShapes(), Convolution2dDescriptor::operator==(), StringifyLayerParameters< Convolution2dDescriptor >::Serialize(), Convolution2dLayer::SerializeLayerParameters(), SimpleConvolution2dNhwcTestImpl(), SimpleConvolution2dTestImpl(), ClConvolution2dWorkload::SupportsTensorHandleReplacement(), TEST_SUITE(), and armnn::TEST_SUITE().

◆ m_DilationX

uint32_t m_DilationX

Dilation along x axis.

Definition at line 543 of file Descriptors.hpp.

Referenced by Convolution2dInferOutputShapeTest(), OnnxParserImpl::CreateNetworkFromString(), RefConvolution2dWorkload::ExecuteAsync(), armnnSerializer::GetFlatBufferArgMinMaxFunction(), IDeserializer::DeserializerImpl::GetNetworkOutputBindingInfo(), Convolution2dLayer::InferOutputShapes(), Convolution2dDescriptor::operator==(), StringifyLayerParameters< Convolution2dDescriptor >::Serialize(), SimpleConvolution2dTestImpl(), and TEST_SUITE().

◆ m_DilationY

uint32_t m_DilationY

Dilation along y axis.

Definition at line 545 of file Descriptors.hpp.

Referenced by Convolution2dInferOutputShapeTest(), OnnxParserImpl::CreateNetworkFromString(), RefConvolution2dWorkload::ExecuteAsync(), armnnSerializer::GetFlatBufferArgMinMaxFunction(), IDeserializer::DeserializerImpl::GetNetworkOutputBindingInfo(), Convolution2dLayer::InferOutputShapes(), Convolution2dDescriptor::operator==(), StringifyLayerParameters< Convolution2dDescriptor >::Serialize(), SimpleConvolution2dTestImpl(), and TEST_SUITE().

◆ m_PadBottom

uint32_t m_PadBottom

Padding bottom value in the height dimension.

Definition at line 537 of file Descriptors.hpp.

Referenced by TestConvolution2dLayerVisitor::CheckDescriptor(), TestDepthwiseConvolution2dLayerVisitor::CheckDescriptor(), CompareConvolution2dTestImpl(), Convolution1dTestImpl(), Convolution2dInferOutputShapeTest(), OnnxParserImpl::CreateNetworkFromString(), armnnSerializer::GetFlatBufferArgMinMaxFunction(), IDeserializer::DeserializerImpl::GetNetworkOutputBindingInfo(), Convolution2dLayer::InferOutputShapes(), Convolution2dDescriptor::operator==(), StringifyLayerParameters< Convolution2dDescriptor >::Serialize(), SimpleConvolution2dNhwcTestImpl(), SimpleConvolution2dTestImpl(), TEST_SUITE(), armnn::TEST_SUITE(), and VerifyPostOptimisationStructureTestImpl().

◆ m_PadLeft

uint32_t m_PadLeft

Padding left value in the width dimension.

Definition at line 531 of file Descriptors.hpp.

Referenced by TestConvolution2dLayerVisitor::CheckDescriptor(), TestDepthwiseConvolution2dLayerVisitor::CheckDescriptor(), CompareConvolution2dTestImpl(), Convolution1dTestImpl(), Convolution2dInferOutputShapeTest(), OnnxParserImpl::CreateNetworkFromString(), RefConvolution2dWorkload::ExecuteAsync(), armnnSerializer::GetFlatBufferArgMinMaxFunction(), IDeserializer::DeserializerImpl::GetNetworkOutputBindingInfo(), Convolution2dLayer::InferOutputShapes(), Convolution2dDescriptor::operator==(), StringifyLayerParameters< Convolution2dDescriptor >::Serialize(), SimpleConvolution2dNhwcTestImpl(), SimpleConvolution2dTestImpl(), TEST_SUITE(), armnn::TEST_SUITE(), and VerifyPostOptimisationStructureTestImpl().

◆ m_PadRight

uint32_t m_PadRight

Padding right value in the width dimension.

Definition at line 533 of file Descriptors.hpp.

Referenced by TestConvolution2dLayerVisitor::CheckDescriptor(), TestDepthwiseConvolution2dLayerVisitor::CheckDescriptor(), CompareConvolution2dTestImpl(), Convolution1dTestImpl(), Convolution2dInferOutputShapeTest(), OnnxParserImpl::CreateNetworkFromString(), armnnSerializer::GetFlatBufferArgMinMaxFunction(), IDeserializer::DeserializerImpl::GetNetworkOutputBindingInfo(), Convolution2dLayer::InferOutputShapes(), Convolution2dDescriptor::operator==(), StringifyLayerParameters< Convolution2dDescriptor >::Serialize(), SimpleConvolution2dNhwcTestImpl(), SimpleConvolution2dTestImpl(), TEST_SUITE(), armnn::TEST_SUITE(), and VerifyPostOptimisationStructureTestImpl().

◆ m_PadTop

uint32_t m_PadTop

Padding top value in the height dimension.

Definition at line 535 of file Descriptors.hpp.

Referenced by TestConvolution2dLayerVisitor::CheckDescriptor(), TestDepthwiseConvolution2dLayerVisitor::CheckDescriptor(), CompareConvolution2dTestImpl(), Convolution1dTestImpl(), Convolution2dInferOutputShapeTest(), OnnxParserImpl::CreateNetworkFromString(), RefConvolution2dWorkload::ExecuteAsync(), armnnSerializer::GetFlatBufferArgMinMaxFunction(), IDeserializer::DeserializerImpl::GetNetworkOutputBindingInfo(), Convolution2dLayer::InferOutputShapes(), Convolution2dDescriptor::operator==(), StringifyLayerParameters< Convolution2dDescriptor >::Serialize(), SimpleConvolution2dNhwcTestImpl(), SimpleConvolution2dTestImpl(), TEST_SUITE(), armnn::TEST_SUITE(), and VerifyPostOptimisationStructureTestImpl().

◆ m_StrideX

uint32_t m_StrideX

Stride value when proceeding through input for the width dimension.

Definition at line 539 of file Descriptors.hpp.

Referenced by TestConvolution2dLayerVisitor::CheckDescriptor(), TestDepthwiseConvolution2dLayerVisitor::CheckDescriptor(), CompareConvolution2dTestImpl(), Convolution1dTestImpl(), Convolution2dInferOutputShapeTest(), Convolution2dPerAxisQuantTest(), OnnxParserImpl::CreateNetworkFromString(), RefConvolution2dWorkload::ExecuteAsync(), armnnSerializer::GetFlatBufferArgMinMaxFunction(), IDeserializer::DeserializerImpl::GetNetworkOutputBindingInfo(), Convolution2dLayer::InferOutputShapes(), Convolution2dDescriptor::operator==(), StringifyLayerParameters< Convolution2dDescriptor >::Serialize(), SimpleConvolution2dNhwcTestImpl(), SimpleConvolution2dTestImpl(), TEST_SUITE(), armnn::TEST_SUITE(), and VerifyPostOptimisationStructureTestImpl().

◆ m_StrideY

uint32_t m_StrideY

Stride value when proceeding through input for the height dimension.

Definition at line 541 of file Descriptors.hpp.

Referenced by TestConvolution2dLayerVisitor::CheckDescriptor(), TestDepthwiseConvolution2dLayerVisitor::CheckDescriptor(), CompareConvolution2dTestImpl(), Convolution1dTestImpl(), Convolution2dInferOutputShapeTest(), OnnxParserImpl::CreateNetworkFromString(), RefConvolution2dWorkload::ExecuteAsync(), armnnSerializer::GetFlatBufferArgMinMaxFunction(), IDeserializer::DeserializerImpl::GetNetworkOutputBindingInfo(), Convolution2dLayer::InferOutputShapes(), Convolution2dDescriptor::operator==(), StringifyLayerParameters< Convolution2dDescriptor >::Serialize(), SimpleConvolution2dNhwcTestImpl(), SimpleConvolution2dTestImpl(), TEST_SUITE(), armnn::TEST_SUITE(), and VerifyPostOptimisationStructureTestImpl().

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