layr::Conv Struct Reference

Layer implementation to apply conv2d functions to weight and optional bias. More...

#include <conv.hpp>

Inheritance diagram for layr::Conv:

Collaboration diagram for layr::Conv:

Public Member Functions
	Conv (std::pair< teq::DimT, teq::DimT > filter_hw, teq::DimT in_ncol, teq::DimT out_ncol, const std::string &label)
	Conv (NodeptrT weight, NodeptrT bias, std::string label)
	Conv (const Conv &other, std::string label_prefix="")
Conv &	operator= (const Conv &other)
	Conv (Conv &&other)=default
Conv &	operator= (Conv &&other)=default
Conv *	clone (std::string label_prefix="") const
	Return deep copy of this layer with prefixed label. More...
size_t	get_ninput (void) const override
	Implementation of iLayer. More...
size_t	get_noutput (void) const override
	Implementation of iLayer. More...
std::string	get_ltype (void) const override
	Implementation of iLayer. More...
std::string	get_label (void) const override
	Implementation of iLayer. More...
teq::TensptrsT	get_contents (void) const override
	Implementation of iLayer. More...
NodeptrT	connect (NodeptrT input) const override
	Implementation of iLayer. More...
Public Member Functions inherited from layr::iLayer
virtual	~iLayer (void)=default
iLayer *	clone (std::string label_prefix="") const
	Return deep copy of this layer with prefixed label. More...

Private Member Functions
iLayer *	clone_impl (const std::string &label_prefix) const override
void	copy_helper (const Conv &other, std::string label_prefix="")

Private Attributes
std::string	label_
NodeptrT	weight_
NodeptrT	bias_ = nullptr

Additional Inherited Members
Protected Member Functions inherited from layr::iLayer
void	tag (teq::TensptrT tensor, LayerId subs) const
void	recursive_tag (teq::TensptrT root, teq::TensSetT ignores, LayerId subs) const

Detailed Description

Layer implementation to apply conv2d functions to weight and optional bias.

Constructor & Destructor Documentation

Conv() [1/4]

layr::Conv::Conv ( std::pair< teq::DimT, teq::DimT >  filter_hw, teq::DimT  in_ncol, teq::DimT  out_ncol, const std::string &  label  )

inline

Conv() [2/4]

layr::Conv::Conv ( NodeptrT  weight, NodeptrT  bias, std::string  label  )

inline

Conv() [3/4]

layr::Conv::Conv ( const Conv &  other, std::string  label_prefix = ""  )

inline

Conv() [4/4]

layr::Conv::Conv ( Conv &&  other )

default

Member Function Documentation

clone()

Conv* layr::Conv::clone ( std::string  label_prefix = "" ) const

inline

Return deep copy of this layer with prefixed label.

clone_impl()

iLayer* layr::Conv::clone_impl ( const std::string &  label_prefix ) const

inlineoverrideprivatevirtual

Implements layr::iLayer.

connect()

NodeptrT layr::Conv::connect ( NodeptrT  input ) const

inlineoverridevirtual

Implementation of iLayer.

Implements layr::iLayer.

copy_helper()

void layr::Conv::copy_helper ( const Conv &  other, std::string  label_prefix = ""  )

inlineprivate

get_contents()

teq::TensptrsT layr::Conv::get_contents ( void  ) const

inlineoverridevirtual

Implementation of iLayer.

Implements layr::iLayer.

get_label()

std::string layr::Conv::get_label ( void  ) const

inlineoverridevirtual

Implementation of iLayer.

Implements layr::iLayer.

get_ltype()

std::string layr::Conv::get_ltype ( void  ) const

inlineoverridevirtual

Implementation of iLayer.

Implements layr::iLayer.

get_ninput()

size_t layr::Conv::get_ninput ( void  ) const

inlineoverridevirtual

Implementation of iLayer.

Implements layr::iLayer.

get_noutput()

size_t layr::Conv::get_noutput ( void  ) const

inlineoverridevirtual

Implementation of iLayer.

Implements layr::iLayer.

operator=() [1/2]

Conv& layr::Conv::operator= ( const Conv &  other )

inline

operator=() [2/2]

Conv& layr::Conv::operator= ( Conv &&  other )

default

Member Data Documentation

bias_

NodeptrT layr::Conv::bias_ = nullptr

private

label_

std::string layr::Conv::label_

private

weight_

NodeptrT layr::Conv::weight_

private

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

• layr/conv.hpp