Convolution3dDescriptor Struct Reference

A Convolution3dDescriptor for the Convolution3dLayer. More...

#include <Descriptors.hpp>

Inheritance diagram for Convolution3dDescriptor:

Public Member Functions
	Convolution3dDescriptor ()
bool	operator== (const Convolution3dDescriptor &rhs) const
uint32_t	GetNumInputs () const
	Get the number of views/inputs. More...
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_PadFront
	Padding front value in the depth dimension. More...
uint32_t	m_PadBack
	Padding back value in the depth 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_StrideZ
	Stride value when proceeding through input for the depth dimension. More...
uint32_t	m_DilationX
	Dilation along x axis. More...
uint32_t	m_DilationY
	Dilation along y axis. More...
uint32_t	m_DilationZ
	Dilation along z axis. More...
bool	m_BiasEnabled
	Enable/disable bias. More...
DataLayout	m_DataLayout
	The data layout to be used (NDHWC, NCDHW). More...

Detailed Description

A Convolution3dDescriptor for the Convolution3dLayer.

Definition at line 551 of file Descriptors.hpp.

Constructor & Destructor Documentation

Convolution3dDescriptor()

Convolution3dDescriptor ( )

inline

Definition at line 553 of file Descriptors.hpp.

        : m_PadLeft(0)
        , m_PadRight(0)
        , m_PadTop(0)
        , m_PadBottom(0)
        , m_PadFront(0)
        , m_PadBack(0)
        , m_StrideX(1)
        , m_StrideY(1)
        , m_StrideZ(1)
        , m_DilationX(1)
        , m_DilationY(1)
        , m_DilationZ(1)
        , m_BiasEnabled(false)
        , m_DataLayout(DataLayout::NDHWC)
    {}

Member Function Documentation

GetNumInputs()

uint32_t GetNumInputs

(

)

const

Get the number of views/inputs.

Definition at line 444 of file Descriptors.cpp.

Referenced by IDeserializer::DeserializerImpl::GetNetworkOutputBindingInfo(), and Convolution3dLayer::ValidateTensorShapesFromInputs().

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

operator==()

bool operator== ( const Convolution3dDescriptor &  rhs ) const

inline

Definition at line 570 of file Descriptors.hpp.

References Convolution3dDescriptor::m_BiasEnabled, Convolution3dDescriptor::m_DataLayout, Convolution3dDescriptor::m_DilationX, Convolution3dDescriptor::m_DilationY, Convolution3dDescriptor::m_DilationZ, Convolution3dDescriptor::m_PadBack, Convolution3dDescriptor::m_PadBottom, Convolution3dDescriptor::m_PadFront, Convolution3dDescriptor::m_PadLeft, Convolution3dDescriptor::m_PadRight, Convolution3dDescriptor::m_PadTop, Convolution3dDescriptor::m_StrideX, Convolution3dDescriptor::m_StrideY, and Convolution3dDescriptor::m_StrideZ.

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

Member Data Documentation

m_BiasEnabled

bool m_BiasEnabled

Enable/disable bias.

Definition at line 616 of file Descriptors.hpp.

Referenced by ClConvolution3dWorkload::ClConvolution3dWorkload(), Convolution3dEndToEnd(), RefConvolution3dWorkload::ExecuteAsync(), armnnSerializer::GetFlatBufferArgMinMaxFunction(), IDeserializer::DeserializerImpl::GetNetworkOutputBindingInfo(), TfLiteParserImpl::LoadModel(), NeonConvolution3dWorkload::NeonConvolution3dWorkload(), Convolution3dDescriptor::operator==(), RefConvolution3dWorkload::PostAllocationConfigure(), RefConvolution3dWorkload::RefConvolution3dWorkload(), StringifyLayerParameters< Convolution3dDescriptor >::Serialize(), SimpleConvolution3dTestImpl(), and TEST_SUITE().

m_DataLayout

DataLayout m_DataLayout

The data layout to be used (NDHWC, NCDHW).

Definition at line 618 of file Descriptors.hpp.

Referenced by Convolution3dEndToEnd(), Convolution3dInferOutputShapeTest(), RefConvolution3dWorkload::ExecuteAsync(), armnnSerializer::GetFlatBufferArgMinMaxFunction(), IDeserializer::DeserializerImpl::GetNetworkOutputBindingInfo(), Convolution3dLayer::InferOutputShapes(), TfLiteParserImpl::LoadModel(), Convolution3dDescriptor::operator==(), StringifyLayerParameters< Convolution3dDescriptor >::Serialize(), SimpleConvolution3dTestImpl(), and TEST_SUITE().

m_DilationX

uint32_t m_DilationX

Dilation along x axis.

Definition at line 610 of file Descriptors.hpp.

Referenced by armnn::ComputeConv3DInfo(), Convolution3dInferOutputShapeTest(), RefConvolution3dWorkload::ExecuteAsync(), armnnSerializer::GetFlatBufferArgMinMaxFunction(), IDeserializer::DeserializerImpl::GetNetworkOutputBindingInfo(), Convolution3dLayer::InferOutputShapes(), TfLiteParserImpl::LoadModel(), Convolution3dDescriptor::operator==(), StringifyLayerParameters< Convolution3dDescriptor >::Serialize(), SimpleConvolution3dTestImpl(), and TEST_SUITE().

m_DilationY

uint32_t m_DilationY

Dilation along y axis.

Definition at line 612 of file Descriptors.hpp.

Referenced by armnn::ComputeConv3DInfo(), Convolution3dInferOutputShapeTest(), RefConvolution3dWorkload::ExecuteAsync(), armnnSerializer::GetFlatBufferArgMinMaxFunction(), IDeserializer::DeserializerImpl::GetNetworkOutputBindingInfo(), Convolution3dLayer::InferOutputShapes(), TfLiteParserImpl::LoadModel(), Convolution3dDescriptor::operator==(), StringifyLayerParameters< Convolution3dDescriptor >::Serialize(), SimpleConvolution3dTestImpl(), and TEST_SUITE().

m_DilationZ

uint32_t m_DilationZ

Dilation along z axis.

Definition at line 614 of file Descriptors.hpp.

Referenced by armnn::ComputeConv3DInfo(), Convolution3dInferOutputShapeTest(), RefConvolution3dWorkload::ExecuteAsync(), armnnSerializer::GetFlatBufferArgMinMaxFunction(), IDeserializer::DeserializerImpl::GetNetworkOutputBindingInfo(), Convolution3dLayer::InferOutputShapes(), TfLiteParserImpl::LoadModel(), Convolution3dDescriptor::operator==(), StringifyLayerParameters< Convolution3dDescriptor >::Serialize(), SimpleConvolution3dTestImpl(), and TEST_SUITE().

m_PadBack

uint32_t m_PadBack

Padding back value in the depth dimension.

Definition at line 602 of file Descriptors.hpp.

Referenced by armnn::ComputeConv3DInfo(), Convolution3dEndToEnd(), Convolution3dInferOutputShapeTest(), armnnSerializer::GetFlatBufferArgMinMaxFunction(), IDeserializer::DeserializerImpl::GetNetworkOutputBindingInfo(), Convolution3dLayer::InferOutputShapes(), TfLiteParserImpl::LoadModel(), Convolution3dDescriptor::operator==(), StringifyLayerParameters< Convolution3dDescriptor >::Serialize(), SimpleConvolution3dTestImpl(), and TEST_SUITE().

m_PadBottom

uint32_t m_PadBottom

Padding bottom value in the height dimension.

Definition at line 598 of file Descriptors.hpp.

Referenced by armnn::ComputeConv3DInfo(), Convolution3dEndToEnd(), Convolution3dInferOutputShapeTest(), armnnSerializer::GetFlatBufferArgMinMaxFunction(), IDeserializer::DeserializerImpl::GetNetworkOutputBindingInfo(), Convolution3dLayer::InferOutputShapes(), TfLiteParserImpl::LoadModel(), Convolution3dDescriptor::operator==(), StringifyLayerParameters< Convolution3dDescriptor >::Serialize(), SimpleConvolution3dTestImpl(), and TEST_SUITE().

m_PadFront

uint32_t m_PadFront

Padding front value in the depth dimension.

Definition at line 600 of file Descriptors.hpp.

Referenced by armnn::ComputeConv3DInfo(), Convolution3dEndToEnd(), Convolution3dInferOutputShapeTest(), RefConvolution3dWorkload::ExecuteAsync(), armnnSerializer::GetFlatBufferArgMinMaxFunction(), IDeserializer::DeserializerImpl::GetNetworkOutputBindingInfo(), Convolution3dLayer::InferOutputShapes(), TfLiteParserImpl::LoadModel(), Convolution3dDescriptor::operator==(), StringifyLayerParameters< Convolution3dDescriptor >::Serialize(), SimpleConvolution3dTestImpl(), and TEST_SUITE().

m_PadLeft

uint32_t m_PadLeft

Padding left value in the width dimension.

Definition at line 592 of file Descriptors.hpp.

Referenced by armnn::ComputeConv3DInfo(), Convolution3dEndToEnd(), Convolution3dInferOutputShapeTest(), RefConvolution3dWorkload::ExecuteAsync(), armnnSerializer::GetFlatBufferArgMinMaxFunction(), IDeserializer::DeserializerImpl::GetNetworkOutputBindingInfo(), Convolution3dLayer::InferOutputShapes(), TfLiteParserImpl::LoadModel(), Convolution3dDescriptor::operator==(), StringifyLayerParameters< Convolution3dDescriptor >::Serialize(), SimpleConvolution3dTestImpl(), and TEST_SUITE().

m_PadRight

uint32_t m_PadRight

Padding right value in the width dimension.

Definition at line 594 of file Descriptors.hpp.

Referenced by armnn::ComputeConv3DInfo(), Convolution3dEndToEnd(), Convolution3dInferOutputShapeTest(), armnnSerializer::GetFlatBufferArgMinMaxFunction(), IDeserializer::DeserializerImpl::GetNetworkOutputBindingInfo(), Convolution3dLayer::InferOutputShapes(), TfLiteParserImpl::LoadModel(), Convolution3dDescriptor::operator==(), StringifyLayerParameters< Convolution3dDescriptor >::Serialize(), SimpleConvolution3dTestImpl(), and TEST_SUITE().

m_PadTop

uint32_t m_PadTop

Padding top value in the height dimension.

Definition at line 596 of file Descriptors.hpp.

Referenced by armnn::ComputeConv3DInfo(), Convolution3dEndToEnd(), Convolution3dInferOutputShapeTest(), RefConvolution3dWorkload::ExecuteAsync(), armnnSerializer::GetFlatBufferArgMinMaxFunction(), IDeserializer::DeserializerImpl::GetNetworkOutputBindingInfo(), Convolution3dLayer::InferOutputShapes(), TfLiteParserImpl::LoadModel(), Convolution3dDescriptor::operator==(), StringifyLayerParameters< Convolution3dDescriptor >::Serialize(), SimpleConvolution3dTestImpl(), and TEST_SUITE().

m_StrideX

uint32_t m_StrideX

Stride value when proceeding through input for the width dimension.

Definition at line 604 of file Descriptors.hpp.

Referenced by armnn::ComputeConv3DInfo(), Convolution3dEndToEnd(), Convolution3dInferOutputShapeTest(), RefConvolution3dWorkload::ExecuteAsync(), armnnSerializer::GetFlatBufferArgMinMaxFunction(), IDeserializer::DeserializerImpl::GetNetworkOutputBindingInfo(), Convolution3dLayer::InferOutputShapes(), TfLiteParserImpl::LoadModel(), Convolution3dDescriptor::operator==(), StringifyLayerParameters< Convolution3dDescriptor >::Serialize(), SimpleConvolution3dTestImpl(), and TEST_SUITE().

m_StrideY

uint32_t m_StrideY

Stride value when proceeding through input for the height dimension.

Definition at line 606 of file Descriptors.hpp.

Referenced by armnn::ComputeConv3DInfo(), Convolution3dEndToEnd(), Convolution3dInferOutputShapeTest(), RefConvolution3dWorkload::ExecuteAsync(), armnnSerializer::GetFlatBufferArgMinMaxFunction(), IDeserializer::DeserializerImpl::GetNetworkOutputBindingInfo(), Convolution3dLayer::InferOutputShapes(), TfLiteParserImpl::LoadModel(), Convolution3dDescriptor::operator==(), StringifyLayerParameters< Convolution3dDescriptor >::Serialize(), SimpleConvolution3dTestImpl(), and TEST_SUITE().

m_StrideZ

uint32_t m_StrideZ

Stride value when proceeding through input for the depth dimension.

Definition at line 608 of file Descriptors.hpp.

Referenced by armnn::ComputeConv3DInfo(), Convolution3dEndToEnd(), Convolution3dInferOutputShapeTest(), RefConvolution3dWorkload::ExecuteAsync(), armnnSerializer::GetFlatBufferArgMinMaxFunction(), IDeserializer::DeserializerImpl::GetNetworkOutputBindingInfo(), Convolution3dLayer::InferOutputShapes(), TfLiteParserImpl::LoadModel(), Convolution3dDescriptor::operator==(), StringifyLayerParameters< Convolution3dDescriptor >::Serialize(), SimpleConvolution3dTestImpl(), and TEST_SUITE().

---

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

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