Pooling Layer Information struct. More...

#include <Types.h>

Collaboration diagram for PoolingLayerInfo:

Public Member Functions
	PoolingLayerInfo ()
	Default Constructor. More...

	PoolingLayerInfo (PoolingType pool_type, unsigned int pool_size, DataLayout data_layout, PadStrideInfo pad_stride_info=PadStrideInfo(), bool exclude_padding=false, bool fp_mixed_precision=false, bool use_inf_as_limit=true, bool use_kernel_indices=false)
	Constructor. More...

	PoolingLayerInfo (PoolingType pool_type, Size2D pool_size, DataLayout data_layout, PadStrideInfo pad_stride_info=PadStrideInfo(), bool exclude_padding=false, bool fp_mixed_precision=false, bool use_inf_as_limit=true, bool use_kernel_indices=false)
	Constructor. More...

	PoolingLayerInfo (PoolingType pool_type, DataLayout data_layout)
	Constructor. More...

Data Fields
PoolingType	pool_type

Size2D	pool_size

DataLayout	data_layout

PadStrideInfo	pad_stride_info

bool	exclude_padding

bool	is_global_pooling

bool	fp_mixed_precision

bool	use_inf_as_limit

bool	use_kernel_indices

Detailed Description

Pooling Layer Information struct.

Definition at line 1202 of file Types.h.

Constructor & Destructor Documentation

◆ PoolingLayerInfo() [1/4]

PoolingLayerInfo ( )

inline

Default Constructor.

Definition at line 1205 of file Types.h.

         : pool_type(PoolingType::MAX),
           pool_size(Size2D()),
           data_layout(DataLayout::UNKNOWN),
           pad_stride_info(PadStrideInfo()),
           exclude_padding(false),
           is_global_pooling(false),
           fp_mixed_precision(false),
           use_inf_as_limit(true),
           use_kernel_indices(false)
     {
     }

◆ PoolingLayerInfo() [2/4]

PoolingLayerInfo	(	PoolingType	pool_type,
		unsigned int	pool_size,
		DataLayout	data_layout,
		PadStrideInfo	pad_stride_info = `PadStrideInfo()`,
		bool	exclude_padding = `false`,
		bool	fp_mixed_precision = `false`,
		bool	use_inf_as_limit = `true`,
		bool	use_kernel_indices = `false`
	)

inlineexplicit

Constructor.

Parameters

[in]	pool_type	Pooling type PoolingType.
[in]	pool_size	Pooling size, in elements, across x and y.
[in]	data_layout	Data layout used by the layer DataLayout
[in]	pad_stride_info	(Optional) Padding and stride information PadStrideInfo
[in]	exclude_padding	(Optional) Strategy when accounting padding in calculations. True will exclude padding while false will not (Used in AVG/L2 pooling to determine the pooling area). Defaults to false;
[in]	fp_mixed_precision	(Optional) Use wider accumulators (32 bit instead of 16 for FP16) to improve accuracy.
[in]	use_inf_as_limit	(Optional) Use inf to represent the limits of datatypes range, instead of using "lowest" property of the data type.
[in]	use_kernel_indices	(Optional) Use kernel indices instead of using source indices while computing indices tensor.

Definition at line 1230 of file Types.h.

         : pool_type(pool_type),
           pool_size(Size2D(pool_size, pool_size)),
           data_layout(data_layout),
           pad_stride_info(pad_stride_info),
           exclude_padding(exclude_padding),
           is_global_pooling(false),
           fp_mixed_precision(fp_mixed_precision),
           use_inf_as_limit(use_inf_as_limit),
           use_kernel_indices(use_kernel_indices)
     {
     }

◆ PoolingLayerInfo() [3/4]

PoolingLayerInfo	(	PoolingType	pool_type,
		Size2D	pool_size,
		DataLayout	data_layout,
		PadStrideInfo	pad_stride_info = `PadStrideInfo()`,
		bool	exclude_padding = `false`,
		bool	fp_mixed_precision = `false`,
		bool	use_inf_as_limit = `true`,
		bool	use_kernel_indices = `false`
	)

inlineexplicit

Constructor.

Parameters

[in]	pool_type	Pooling type PoolingType.
[in]	pool_size	Pooling size, in elements, across x and y.
[in]	data_layout	Data layout used by the layer DataLayout
[in]	pad_stride_info	(Optional) Padding and stride information PadStrideInfo
[in]	exclude_padding	(Optional) Strategy when accounting padding in calculations. True will exclude padding while false will not (Used in AVG/L2 pooling to determine the pooling area). Defaults to false;
[in]	fp_mixed_precision	(Optional) Use wider accumulators (32 bit instead of 16 for FP16) to improve accuracy.
[in]	use_inf_as_limit	(Optional) Use inf to represent the limits of datatypes range, instead of using "lowest" property of the data type.
[in]	use_kernel_indices	(Optional) Use kernel indices instead of using source indices while computing indices tensor.

Definition at line 1263 of file Types.h.

         : pool_type(pool_type),
           pool_size(pool_size),
           data_layout(data_layout),
           pad_stride_info(pad_stride_info),
           exclude_padding(exclude_padding),
           is_global_pooling(false),
           fp_mixed_precision(fp_mixed_precision),
           use_inf_as_limit(use_inf_as_limit),
           use_kernel_indices(use_kernel_indices)
     {
     }

◆ PoolingLayerInfo() [4/4]

PoolingLayerInfo	(	PoolingType	pool_type,
		DataLayout	data_layout
	)

inlineexplicit

Constructor.

Note: This constructor is used for global pooling

Parameters

[in]	pool_type	Pooling type PoolingType.
[in]	data_layout	Data layout used by the layer DataLayout

Definition at line 1290 of file Types.h.

         : pool_type(pool_type),
           pool_size(Size2D()),
           data_layout(data_layout),
           pad_stride_info(PadStrideInfo(1, 1, 0, 0)),
           exclude_padding(false),
           is_global_pooling(true),
           fp_mixed_precision(false),
           use_inf_as_limit(true),
           use_kernel_indices(false)
     {
     }