Pooling2dDescriptor Struct Reference

A Pooling2dDescriptor for the Pooling2dLayer. More...

#include <Descriptors.hpp>

Inheritance diagram for Pooling2dDescriptor:

Collaboration diagram for Pooling2dDescriptor:

Public Member Functions
	Pooling2dDescriptor ()
bool	operator== (const Pooling2dDescriptor &rhs) const
Public Member Functions inherited from BaseDescriptor
virtual bool	IsNull () const
virtual	~BaseDescriptor ()=default

Public Attributes
PoolingAlgorithm	m_PoolType
	The pooling algorithm to use (Max. Average, L2).
uint32_t	m_PadLeft
	Padding left value in the width dimension.
uint32_t	m_PadRight
	Padding right value in the width dimension.
uint32_t	m_PadTop
	Padding top value in the height dimension.
uint32_t	m_PadBottom
	Padding bottom value in the height dimension.
uint32_t	m_PoolWidth
	Pooling width value.
uint32_t	m_PoolHeight
	Pooling height value.
uint32_t	m_StrideX
	Stride value when proceeding through input for the width dimension.
uint32_t	m_StrideY
	Stride value when proceeding through input for the height dimension.
OutputShapeRounding	m_OutputShapeRounding
	The rounding method for the output shape. (Floor, Ceiling).
PaddingMethod	m_PaddingMethod
	The padding method to be used. (Exclude, IgnoreValue).
DataLayout	m_DataLayout
	The data layout to be used (NCHW, NHWC).

Detailed Description

A Pooling2dDescriptor for the Pooling2dLayer.

Definition at line 371 of file Descriptors.hpp.

Constructor & Destructor Documentation

Pooling2dDescriptor()

Pooling2dDescriptor ( )

inline

Definition at line 373 of file Descriptors.hpp.

        : m_PoolType(PoolingAlgorithm::Max)
        , m_PadLeft(0)
        , m_PadRight(0)
        , m_PadTop(0)
        , m_PadBottom(0)
        , m_PoolWidth(0)
        , m_PoolHeight(0)
        , m_StrideX(1)
        , m_StrideY(1)
        , m_OutputShapeRounding(OutputShapeRounding::Floor)
        , m_PaddingMethod(PaddingMethod::Exclude)
        , m_DataLayout(DataLayout::NCHW)
    {}

Member Function Documentation

operator==()

bool operator== ( const Pooling2dDescriptor & rhs ) const

inline

Definition at line 388 of file Descriptors.hpp.

    {
        return m_PoolType            == rhs.m_PoolType &&
               m_PadLeft             == rhs.m_PadLeft &&
               m_PadRight            == rhs.m_PadRight &&
               m_PadTop              == rhs.m_PadTop &&
               m_PadBottom           == rhs.m_PadBottom &&
               m_PoolWidth           == rhs.m_PoolWidth &&
               m_PoolHeight          == rhs.m_PoolHeight &&
               m_StrideX             == rhs.m_StrideX &&
               m_StrideY             == rhs.m_StrideY &&
               m_OutputShapeRounding == rhs.m_OutputShapeRounding &&
               m_PaddingMethod       == rhs.m_PaddingMethod &&
               m_DataLayout          == rhs.m_DataLayout;
    }

References Pooling2dDescriptor::m_DataLayout, Pooling2dDescriptor::m_OutputShapeRounding, Pooling2dDescriptor::m_PadBottom, Pooling2dDescriptor::m_PaddingMethod, Pooling2dDescriptor::m_PadLeft, Pooling2dDescriptor::m_PadRight, Pooling2dDescriptor::m_PadTop, Pooling2dDescriptor::m_PoolHeight, Pooling2dDescriptor::m_PoolType, Pooling2dDescriptor::m_PoolWidth, Pooling2dDescriptor::m_StrideX, and Pooling2dDescriptor::m_StrideY.

Member Data Documentation

m_DataLayout

DataLayout m_DataLayout

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

Definition at line 427 of file Descriptors.hpp.

Referenced by armnn::ClPooling2dWorkloadValidate(), ConvertAvgPool2DIgnoreValueToTosaOperator(), ConvertPooling2DToTosaOperator(), IDeserializer::DeserializerImpl::GetPooling2dDescriptor(), Pooling2dLayer::InferOutputShapes(), armnn::NeonPooling2dWorkloadValidate(), Pooling2dDescriptor::operator==(), armnn::Pooling2d(), StringifyLayerParameters< Pooling2dDescriptor >::Serialize(), and armnn::optimizations::pad_fold::TryFoldPadIntoLayer2d().

m_OutputShapeRounding

OutputShapeRounding m_OutputShapeRounding

The rounding method for the output shape. (Floor, Ceiling).

Definition at line 423 of file Descriptors.hpp.

Referenced by IDeserializer::DeserializerImpl::GetPooling2dDescriptor(), Pooling2dLayer::InferOutputShapes(), Pooling2dDescriptor::operator==(), and StringifyLayerParameters< Pooling2dDescriptor >::Serialize().

m_PadBottom

uint32_t m_PadBottom

Padding bottom value in the height dimension.

Definition at line 413 of file Descriptors.hpp.

Referenced by ConvertAvgPool2DIgnoreValueToTosaOperator(), ConvertPooling2DToTosaOperator(), IDeserializer::DeserializerImpl::GetPooling2dDescriptor(), Pooling2dLayer::InferOutputShapes(), armnn::optimizations::pad_fold::IsPooling2dPadded(), Pooling2dDescriptor::operator==(), armnn::Pooling2d(), and StringifyLayerParameters< Pooling2dDescriptor >::Serialize().

m_PaddingMethod

PaddingMethod m_PaddingMethod

The padding method to be used. (Exclude, IgnoreValue).

Definition at line 425 of file Descriptors.hpp.

Referenced by IDeserializer::DeserializerImpl::GetPooling2dDescriptor(), Pooling2dDescriptor::operator==(), armnn::Pooling2d(), StringifyLayerParameters< Pooling2dDescriptor >::Serialize(), and armnn::optimizations::pad_fold::TryFoldPadIntoLayer2d().

m_PadLeft

uint32_t m_PadLeft

Padding left value in the width dimension.

Definition at line 407 of file Descriptors.hpp.

Referenced by ConvertAvgPool2DIgnoreValueToTosaOperator(), ConvertPooling2DToTosaOperator(), IDeserializer::DeserializerImpl::GetPooling2dDescriptor(), Pooling2dLayer::InferOutputShapes(), armnn::optimizations::pad_fold::IsPooling2dPadded(), Pooling2dDescriptor::operator==(), armnn::Pooling2d(), and StringifyLayerParameters< Pooling2dDescriptor >::Serialize().

m_PadRight

uint32_t m_PadRight

Padding right value in the width dimension.

Definition at line 409 of file Descriptors.hpp.

Referenced by ConvertAvgPool2DIgnoreValueToTosaOperator(), ConvertPooling2DToTosaOperator(), IDeserializer::DeserializerImpl::GetPooling2dDescriptor(), Pooling2dLayer::InferOutputShapes(), armnn::optimizations::pad_fold::IsPooling2dPadded(), Pooling2dDescriptor::operator==(), armnn::Pooling2d(), and StringifyLayerParameters< Pooling2dDescriptor >::Serialize().

m_PadTop

uint32_t m_PadTop

Padding top value in the height dimension.

Definition at line 411 of file Descriptors.hpp.

Referenced by ConvertAvgPool2DIgnoreValueToTosaOperator(), ConvertPooling2DToTosaOperator(), IDeserializer::DeserializerImpl::GetPooling2dDescriptor(), Pooling2dLayer::InferOutputShapes(), armnn::optimizations::pad_fold::IsPooling2dPadded(), Pooling2dDescriptor::operator==(), armnn::Pooling2d(), and StringifyLayerParameters< Pooling2dDescriptor >::Serialize().

m_PoolHeight

uint32_t m_PoolHeight

Pooling height value.

Definition at line 417 of file Descriptors.hpp.

Referenced by ConvertAvgPool2DIgnoreValueToTosaOperator(), ConvertPooling2DToTosaOperator(), IDeserializer::DeserializerImpl::GetPooling2dDescriptor(), Pooling2dLayer::InferOutputShapes(), Pooling2dDescriptor::operator==(), armnn::Pooling2d(), and StringifyLayerParameters< Pooling2dDescriptor >::Serialize().

m_PoolType

PoolingAlgorithm m_PoolType

The pooling algorithm to use (Max. Average, L2).

Definition at line 405 of file Descriptors.hpp.

Referenced by ConvertPooling2DToTosaOperator(), IDeserializer::DeserializerImpl::GetPooling2dDescriptor(), armnn::optimizations::pad_fold::IsNeutralElement(), Pooling2dDescriptor::operator==(), armnn::Pooling2d(), StringifyLayerParameters< Pooling2dDescriptor >::Serialize(), and armnn::optimizations::pad_fold::TryFoldPadIntoLayer2d().

m_PoolWidth

uint32_t m_PoolWidth

Pooling width value.

Definition at line 415 of file Descriptors.hpp.

Referenced by ConvertAvgPool2DIgnoreValueToTosaOperator(), ConvertPooling2DToTosaOperator(), IDeserializer::DeserializerImpl::GetPooling2dDescriptor(), Pooling2dLayer::InferOutputShapes(), Pooling2dDescriptor::operator==(), armnn::Pooling2d(), and StringifyLayerParameters< Pooling2dDescriptor >::Serialize().

m_StrideX

uint32_t m_StrideX

Stride value when proceeding through input for the width dimension.

Definition at line 419 of file Descriptors.hpp.

Referenced by ConvertAvgPool2DIgnoreValueToTosaOperator(), ConvertPooling2DToTosaOperator(), IDeserializer::DeserializerImpl::GetPooling2dDescriptor(), Pooling2dLayer::InferOutputShapes(), Pooling2dDescriptor::operator==(), armnn::Pooling2d(), and StringifyLayerParameters< Pooling2dDescriptor >::Serialize().

m_StrideY

uint32_t m_StrideY

Stride value when proceeding through input for the height dimension.

Definition at line 421 of file Descriptors.hpp.

Referenced by ConvertAvgPool2DIgnoreValueToTosaOperator(), ConvertPooling2DToTosaOperator(), IDeserializer::DeserializerImpl::GetPooling2dDescriptor(), Pooling2dLayer::InferOutputShapes(), Pooling2dDescriptor::operator==(), armnn::Pooling2d(), and StringifyLayerParameters< Pooling2dDescriptor >::Serialize().

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

• include/armnn/Descriptors.hpp