A Pooling layer in a network definition. More...

#include <NvInfer.h>

Inheritance diagram for nvinfer1::IPoolingLayer:

Public Member Functions
virtual void	setPoolingType (PoolingType type)=0
	Set the type of activation to be performed. More...

virtual PoolingType	getPoolingType () const =0
	Get the type of activation to be performed. More...

virtual void	setWindowSize (DimsHW windowSize)=0
	Set the window size for pooling. More...

virtual DimsHW	getWindowSize () const =0
	Get the window size for pooling. More...

virtual void	setStride (DimsHW stride)=0
	Set the stride for pooling. More...

virtual DimsHW	getStride () const =0
	Get the stride for pooling. More...

virtual void	setPadding (DimsHW padding)=0
	Set the padding for pooling. More...

virtual DimsHW	getPadding () const =0
	Get the padding for pooling. More...

virtual void	setBlendFactor (float blendFactor)=0
	Set the blending factor for the max_average_blend mode: max_average_blendPool = (1-blendFactor)maxPool + blendFactoravgPool blendFactor is a user value in [0,1] with the default value of 0.0 This value only applies for the kMAX_AVERAGE_BLEND mode. More...

virtual float	getBlendFactor () const =0
	Get the blending factor for the max_average_blend mode: max_average_blendPool = (1-blendFactor)maxPool + blendFactoravgPool blendFactor is a user value in [0,1] with the default value of 0.0 In modes other than kMAX_AVERAGE_BLEND, blendFactor is ignored. More...

virtual void	setAverageCountExcludesPadding (bool exclusive)=0
	Set whether average pooling uses as a denominator the overlap area between the window and the unpadded input. If this is not set, the denominator is the overlap between the pooling window and the padded input. More...

virtual bool	getAverageCountExcludesPadding () const =0
	Get whether exclusive pooling uses as a denominator the overlap area betwen the window and the unpadded input. More...

Public Member Functions inherited from nvinfer1::ILayer
virtual LayerType	getType () const =0
	Return the type of a layer. More...

virtual void	setName (const char *name)=0
	Set the name of a layer. More...

virtual const char *	getName () const =0
	Return the name of a layer. More...

virtual int	getNbInputs () const =0
	Get the number of inputs of a layer.

virtual ITensor *	getInput (int index) const =0
	Get the layer input corresponding to the given index. More...

virtual int	getNbOutputs () const =0
	Get the number of outputs of a layer.

virtual ITensor *	getOutput (int index) const =0
	Get the layer output corresponding to the given index. More...

Detailed Description

A Pooling layer in a network definition.

The layer applies a reduction operation within a window over the input.

The output size is determined from the input size using the formula set by INetworkDefinition::setCustomPoolingDimensions().

Member Function Documentation

virtual bool nvinfer1::IPoolingLayer::getAverageCountExcludesPadding ( ) const

pure virtual

Get whether exclusive pooling uses as a denominator the overlap area betwen the window and the unpadded input.

See Also: setAverageCountExcludesPadding()

virtual float nvinfer1::IPoolingLayer::getBlendFactor ( ) const

pure virtual

Get the blending factor for the max_average_blend mode: max_average_blendPool = (1-blendFactor)*maxPool + blendFactor*avgPool blendFactor is a user value in [0,1] with the default value of 0.0 In modes other than kMAX_AVERAGE_BLEND, blendFactor is ignored.

See Also: setBlendFactor()

virtual DimsHW nvinfer1::IPoolingLayer::getPadding ( ) const

pure virtual

Get the padding for pooling.

Default: 0

See Also: getStride()

virtual PoolingType nvinfer1::IPoolingLayer::getPoolingType ( ) const

pure virtual

Get the type of activation to be performed.

See Also: setPoolingType(), PoolingType

virtual DimsHW nvinfer1::IPoolingLayer::getStride ( ) const

pure virtual

Get the stride for pooling.

See Also: setStride()

virtual DimsHW nvinfer1::IPoolingLayer::getWindowSize ( ) const

pure virtual

Get the window size for pooling.

See Also: setWindowSize()

virtual void nvinfer1::IPoolingLayer::setAverageCountExcludesPadding ( bool exclusive )

pure virtual

Set whether average pooling uses as a denominator the overlap area between the window and the unpadded input. If this is not set, the denominator is the overlap between the pooling window and the padded input.

Default: true

See Also: getAverageCountExcludesPadding()

virtual void nvinfer1::IPoolingLayer::setBlendFactor ( float blendFactor )

pure virtual

Set the blending factor for the max_average_blend mode: max_average_blendPool = (1-blendFactor)*maxPool + blendFactor*avgPool blendFactor is a user value in [0,1] with the default value of 0.0 This value only applies for the kMAX_AVERAGE_BLEND mode.