DepthwiseConvolution2dDescriptor Struct Reference

A DepthwiseConvolution2dDescriptor for the DepthwiseConvolution2dLayer. More...

#include <Descriptors.hpp>

Inheritance diagram for DepthwiseConvolution2dDescriptor:

Collaboration diagram for DepthwiseConvolution2dDescriptor:

Public Member Functions
	DepthwiseConvolution2dDescriptor ()
bool	operator== (const DepthwiseConvolution2dDescriptor &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_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 factor value for width dimension. More...
uint32_t	m_DilationY
	Dilation factor value for height dimension. More...
bool	m_BiasEnabled
	Enable/disable bias. More...
DataLayout	m_DataLayout
	The data layout to be used (NCHW, NHWC). More...

Detailed Description

A DepthwiseConvolution2dDescriptor for the DepthwiseConvolution2dLayer.

Definition at line 659 of file Descriptors.hpp.

Constructor & Destructor Documentation

DepthwiseConvolution2dDescriptor()

DepthwiseConvolution2dDescriptor ( )

inline

Definition at line 661 of file Descriptors.hpp.

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

References armnn::NCHW.

Member Function Documentation

GetNumInputs()

uint32_t GetNumInputs

(

)

const

Get the number of views/inputs.

Definition at line 480 of file Descriptors.cpp.

{
    return armnn::GetNumInputs(m_BiasEnabled);
}

References armnn::GetNumInputs(), and DepthwiseConvolution2dDescriptor::m_BiasEnabled.

Referenced by ClDepthwiseConvolutionWorkload::ClDepthwiseConvolutionWorkload(), and DepthwiseConvolution2dLayer::ValidateTensorShapesFromInputs().

operator==()

bool operator== ( const DepthwiseConvolution2dDescriptor &  rhs ) const

inline

Definition at line 674 of file Descriptors.hpp.

    {
        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;
    }

References DepthwiseConvolution2dDescriptor::m_BiasEnabled, DepthwiseConvolution2dDescriptor::m_DataLayout, DepthwiseConvolution2dDescriptor::m_DilationX, DepthwiseConvolution2dDescriptor::m_DilationY, DepthwiseConvolution2dDescriptor::m_PadBottom, DepthwiseConvolution2dDescriptor::m_PadLeft, DepthwiseConvolution2dDescriptor::m_PadRight, DepthwiseConvolution2dDescriptor::m_PadTop, DepthwiseConvolution2dDescriptor::m_StrideX, and DepthwiseConvolution2dDescriptor::m_StrideY.

Member Data Documentation

m_BiasEnabled

bool m_BiasEnabled

Enable/disable bias.

Definition at line 708 of file Descriptors.hpp.

Referenced by ConvertDepthwiseConv2dToTosaOperator(), DepthwiseConvolution2dDescriptor::GetNumInputs(), LayerSupportHandle::IsDepthwiseConvolutionSupported(), LayerSupportHandle::IsDilatedDepthwiseConvolutionSupported(), NeonDepthwiseConvolutionWorkload::NeonDepthwiseConvolutionWorkload(), DepthwiseConvolution2dDescriptor::operator==(), NeonBackend::OptimizeSubgraphView(), ClBackend::OptimizeSubgraphView(), StringifyLayerParameters< DepthwiseConvolution2dDescriptor >::Serialize(), and DepthwiseConvolution2dQueueDescriptor::Validate().

m_DataLayout

DataLayout m_DataLayout

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

Definition at line 710 of file Descriptors.hpp.

Referenced by DepthwiseConvolution2dLayer::InferOutputShapes(), DepthwiseConvolution2dDescriptor::operator==(), StringifyLayerParameters< DepthwiseConvolution2dDescriptor >::Serialize(), and DepthwiseConvolution2dQueueDescriptor::Validate().

m_DilationX

uint32_t m_DilationX

Dilation factor value for width dimension.

Definition at line 704 of file Descriptors.hpp.

Referenced by DepthwiseConvolution2dLayer::InferOutputShapes(), DepthwiseConvolution2dDescriptor::operator==(), StringifyLayerParameters< DepthwiseConvolution2dDescriptor >::Serialize(), and DepthwiseConvolution2dQueueDescriptor::Validate().

m_DilationY

uint32_t m_DilationY

Dilation factor value for height dimension.

Definition at line 706 of file Descriptors.hpp.

Referenced by DepthwiseConvolution2dLayer::InferOutputShapes(), DepthwiseConvolution2dDescriptor::operator==(), StringifyLayerParameters< DepthwiseConvolution2dDescriptor >::Serialize(), and DepthwiseConvolution2dQueueDescriptor::Validate().

m_PadBottom

uint32_t m_PadBottom

Padding bottom value in the height dimension.

Definition at line 698 of file Descriptors.hpp.

Referenced by DepthwiseConvolution2dLayer::InferOutputShapes(), DepthwiseConvolution2dDescriptor::operator==(), and StringifyLayerParameters< DepthwiseConvolution2dDescriptor >::Serialize().

m_PadLeft

uint32_t m_PadLeft

Padding left value in the width dimension.

Definition at line 692 of file Descriptors.hpp.

Referenced by DepthwiseConvolution2dLayer::InferOutputShapes(), DepthwiseConvolution2dDescriptor::operator==(), and StringifyLayerParameters< DepthwiseConvolution2dDescriptor >::Serialize().

m_PadRight

uint32_t m_PadRight

Padding right value in the width dimension.

Definition at line 694 of file Descriptors.hpp.

Referenced by DepthwiseConvolution2dLayer::InferOutputShapes(), DepthwiseConvolution2dDescriptor::operator==(), and StringifyLayerParameters< DepthwiseConvolution2dDescriptor >::Serialize().

m_PadTop

uint32_t m_PadTop

Padding top value in the height dimension.

Definition at line 696 of file Descriptors.hpp.

Referenced by DepthwiseConvolution2dLayer::InferOutputShapes(), DepthwiseConvolution2dDescriptor::operator==(), and StringifyLayerParameters< DepthwiseConvolution2dDescriptor >::Serialize().

m_StrideX

uint32_t m_StrideX

Stride value when proceeding through input for the width dimension.

Definition at line 700 of file Descriptors.hpp.

Referenced by DepthwiseConvolution2dLayer::InferOutputShapes(), DepthwiseConvolution2dDescriptor::operator==(), StringifyLayerParameters< DepthwiseConvolution2dDescriptor >::Serialize(), and DepthwiseConvolution2dQueueDescriptor::Validate().

m_StrideY

uint32_t m_StrideY

Stride value when proceeding through input for the height dimension.

Definition at line 702 of file Descriptors.hpp.

Referenced by DepthwiseConvolution2dLayer::InferOutputShapes(), DepthwiseConvolution2dDescriptor::operator==(), StringifyLayerParameters< DepthwiseConvolution2dDescriptor >::Serialize(), and DepthwiseConvolution2dQueueDescriptor::Validate().

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

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