ArmNN
 24.02
Pooling3dDescriptor Struct Reference

A Pooling3dDescriptor for the Pooling3dLayer. More...

#include <Descriptors.hpp>

Inheritance diagram for Pooling3dDescriptor:
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Collaboration diagram for Pooling3dDescriptor:
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Public Member Functions

 Pooling3dDescriptor ()
 
bool operator== (const Pooling3dDescriptor &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). More...
 
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_PoolWidth
 Pooling width value. More...
 
uint32_t m_PoolHeight
 Pooling height value. More...
 
uint32_t m_PoolDepth
 Pooling depth value. 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...
 
OutputShapeRounding m_OutputShapeRounding
 The rounding method for the output shape. (Floor, Ceiling). More...
 
PaddingMethod m_PaddingMethod
 The padding method to be used. (Exclude, IgnoreValue). More...
 
DataLayout m_DataLayout
 The data layout to be used (NCDHW, NDHWC). More...
 

Detailed Description

A Pooling3dDescriptor for the Pooling3dLayer.

Definition at line 431 of file Descriptors.hpp.

Constructor & Destructor Documentation

◆ Pooling3dDescriptor()

Pooling3dDescriptor ( )
inline

Definition at line 433 of file Descriptors.hpp.

435  , m_PadLeft(0)
436  , m_PadRight(0)
437  , m_PadTop(0)
438  , m_PadBottom(0)
439  , m_PadFront(0)
440  , m_PadBack(0)
441  , m_PoolWidth(0)
442  , m_PoolHeight(0)
443  , m_PoolDepth(0)
444  , m_StrideX(0)
445  , m_StrideY(0)
446  , m_StrideZ(0)
450  {}

References armnn::Exclude, armnn::Floor, armnn::Max, and armnn::NCDHW.

Member Function Documentation

◆ operator==()

bool operator== ( const Pooling3dDescriptor rhs) const
inline

Definition at line 452 of file Descriptors.hpp.

453  {
454  return m_PoolType == rhs.m_PoolType &&
455  m_PadLeft == rhs.m_PadLeft &&
456  m_PadRight == rhs.m_PadRight &&
457  m_PadTop == rhs.m_PadTop &&
458  m_PadBottom == rhs.m_PadBottom &&
459  m_PadFront == rhs.m_PadFront &&
460  m_PadBack == rhs.m_PadBack &&
461  m_PoolWidth == rhs.m_PoolWidth &&
462  m_PoolHeight == rhs.m_PoolHeight &&
463  m_PoolDepth == rhs.m_PoolDepth &&
464  m_StrideX == rhs.m_StrideX &&
465  m_StrideY == rhs.m_StrideY &&
466  m_StrideZ == rhs.m_StrideZ &&
467  m_OutputShapeRounding == rhs.m_OutputShapeRounding &&
468  m_PaddingMethod == rhs.m_PaddingMethod &&
469  m_DataLayout == rhs.m_DataLayout;
470  }

References Pooling3dDescriptor::m_DataLayout, Pooling3dDescriptor::m_OutputShapeRounding, Pooling3dDescriptor::m_PadBack, Pooling3dDescriptor::m_PadBottom, Pooling3dDescriptor::m_PaddingMethod, Pooling3dDescriptor::m_PadFront, Pooling3dDescriptor::m_PadLeft, Pooling3dDescriptor::m_PadRight, Pooling3dDescriptor::m_PadTop, Pooling3dDescriptor::m_PoolDepth, Pooling3dDescriptor::m_PoolHeight, Pooling3dDescriptor::m_PoolType, Pooling3dDescriptor::m_PoolWidth, Pooling3dDescriptor::m_StrideX, Pooling3dDescriptor::m_StrideY, and Pooling3dDescriptor::m_StrideZ.

Member Data Documentation

◆ m_DataLayout

◆ m_OutputShapeRounding

◆ m_PadBack

◆ m_PadBottom

◆ m_PaddingMethod

◆ m_PadFront

◆ m_PadLeft

◆ m_PadRight

◆ m_PadTop

◆ m_PoolDepth

◆ m_PoolHeight

◆ m_PoolType

◆ m_PoolWidth

◆ m_StrideX

◆ m_StrideY

◆ m_StrideZ


The documentation for this struct was generated from the following file:
armnn::DataLayout::NCDHW
@ NCDHW
armnn::Pooling3dDescriptor::m_OutputShapeRounding
OutputShapeRounding m_OutputShapeRounding
The rounding method for the output shape. (Floor, Ceiling).
Definition: Descriptors.hpp:499
armnn::Pooling3dDescriptor::m_PadTop
uint32_t m_PadTop
Padding top value in the height dimension.
Definition: Descriptors.hpp:479
armnn::OutputShapeRounding::Floor
@ Floor
armnn::Pooling3dDescriptor::m_StrideZ
uint32_t m_StrideZ
Stride value when proceeding through input for the depth dimension.
Definition: Descriptors.hpp:497
armnn::Pooling3dDescriptor::m_DataLayout
DataLayout m_DataLayout
The data layout to be used (NCDHW, NDHWC).
Definition: Descriptors.hpp:503
armnn::Pooling3dDescriptor::m_PadBottom
uint32_t m_PadBottom
Padding bottom value in the height dimension.
Definition: Descriptors.hpp:481
armnn::Pooling3dDescriptor::m_StrideY
uint32_t m_StrideY
Stride value when proceeding through input for the height dimension.
Definition: Descriptors.hpp:495
armnn::Pooling3dDescriptor::m_PoolType
PoolingAlgorithm m_PoolType
The pooling algorithm to use (Max. Average, L2).
Definition: Descriptors.hpp:473
armnn::Pooling3dDescriptor::m_PoolWidth
uint32_t m_PoolWidth
Pooling width value.
Definition: Descriptors.hpp:487
armnn::Pooling3dDescriptor::m_PaddingMethod
PaddingMethod m_PaddingMethod
The padding method to be used. (Exclude, IgnoreValue).
Definition: Descriptors.hpp:501
armnn::PaddingMethod::Exclude
@ Exclude
The padding fields don't count and are ignored.
armnn::Pooling3dDescriptor::m_PadFront
uint32_t m_PadFront
Padding front value in the depth dimension.
Definition: Descriptors.hpp:483
armnn::Pooling3dDescriptor::m_PadRight
uint32_t m_PadRight
Padding right value in the width dimension.
Definition: Descriptors.hpp:477
armnn::Pooling3dDescriptor::m_PoolHeight
uint32_t m_PoolHeight
Pooling height value.
Definition: Descriptors.hpp:489
armnn::Pooling3dDescriptor::m_PadBack
uint32_t m_PadBack
Padding back value in the depth dimension.
Definition: Descriptors.hpp:485
armnn::Pooling3dDescriptor::m_StrideX
uint32_t m_StrideX
Stride value when proceeding through input for the width dimension.
Definition: Descriptors.hpp:493
armnn::Pooling3dDescriptor::m_PadLeft
uint32_t m_PadLeft
Padding left value in the width dimension.
Definition: Descriptors.hpp:475
armnn::PoolingAlgorithm::Max
@ Max
armnn::Pooling3dDescriptor::m_PoolDepth
uint32_t m_PoolDepth
Pooling depth value.
Definition: Descriptors.hpp:491