layr::Dense Struct Reference

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

#include <dense.hpp>

Inheritance diagram for layr::Dense:

Collaboration diagram for layr::Dense:

Public Member Functions
	Dense (teq::DimT nunits, teq::DimT indim, layr::InitF< PybindT > weight_init, layr::InitF< PybindT > bias_init, const std::string &label)
	Dense (NodeptrT weight, NodeptrT bias, std::string label)
	Dense (const Dense &other, std::string label_prefix="")
Dense &	operator= (const Dense &other)
	Dense (Dense &&other)=default
Dense &	operator= (Dense &&other)=default
Dense *	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 Dense &other, std::string label_prefix="")

Private Attributes
std::string	label_
NodeptrT	weight_
NodeptrT	bias_

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 fully_connect functions to weight and optional bias.

Constructor & Destructor Documentation

Dense() [1/4]

layr::Dense::Dense ( teq::DimT  nunits, teq::DimT  indim, layr::InitF< PybindT >  weight_init, layr::InitF< PybindT >  bias_init, const std::string &  label  )

inline

Dense() [2/4]

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

inline

Dense() [3/4]

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

inline

Dense() [4/4]

layr::Dense::Dense ( Dense &&  other )

default

Member Function Documentation

clone()

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

inline

Return deep copy of this layer with prefixed label.

clone_impl()

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

inlineoverrideprivatevirtual

Implements layr::iLayer.

connect()

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

inlineoverridevirtual

Implementation of iLayer.

Implements layr::iLayer.

copy_helper()

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

inlineprivate

get_contents()

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

inlineoverridevirtual

Implementation of iLayer.

Implements layr::iLayer.

get_label()

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

inlineoverridevirtual

Implementation of iLayer.

Implements layr::iLayer.

get_ltype()

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

inlineoverridevirtual

Implementation of iLayer.

Implements layr::iLayer.

get_ninput()

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

inlineoverridevirtual

Implementation of iLayer.

Implements layr::iLayer.

get_noutput()

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

inlineoverridevirtual

Implementation of iLayer.

Implements layr::iLayer.

operator=() [1/2]

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

inline

operator=() [2/2]

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

default

Member Data Documentation

bias_

NodeptrT layr::Dense::bias_

private

label_

std::string layr::Dense::label_

private

weight_

NodeptrT layr::Dense::weight_

private

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

• layr/dense.hpp