layr::RBM Struct Reference

#include <rbm.hpp>

Inheritance diagram for layr::RBM:

Collaboration diagram for layr::RBM:

Public Member Functions
	RBM (teq::DimT nhidden, teq::DimT nvisible, UnaryptrT activation, layr::InitF< PybindT > weight_init, layr::InitF< PybindT > bias_init, const std::string &label)
	RBM (DenseptrT hidden, DenseptrT visible, UnaryptrT activation, std::string label)
	RBM (const RBM &other, std::string label_prefix="")
RBM &	operator= (const RBM &other)
	RBM (RBM &&other)=default
RBM &	operator= (RBM &&other)=default
RBM *	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 visible) const override
	Implementation of iLayer. More...
NodeptrT	backward_connect (NodeptrT hidden) const
	Return visible reconstruction from hidden. 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	tag_sublayers (void)
void	copy_helper (const RBM &other, std::string label_prefix="")

Private Attributes
std::string	label_
DenseptrT	hidden_
DenseptrT	visible_
UnaryptrT	activation_

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 implemnetation that connects forward and backward through 2 Dense layers sharing a weight

Constructor & Destructor Documentation

RBM() [1/4]

layr::RBM::RBM ( teq::DimT  nhidden, teq::DimT  nvisible, UnaryptrT  activation, layr::InitF< PybindT >  weight_init, layr::InitF< PybindT >  bias_init, const std::string &  label  )

inline

RBM() [2/4]

layr::RBM::RBM ( DenseptrT  hidden, DenseptrT  visible, UnaryptrT  activation, std::string  label  )

inline

RBM() [3/4]

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

inline

RBM() [4/4]

layr::RBM::RBM ( RBM &&  other )

default

Member Function Documentation

backward_connect()

NodeptrT layr::RBM::backward_connect ( NodeptrT  hidden ) const

inline

Return visible reconstruction from hidden.

clone()

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

inline

Return deep copy of this layer with prefixed label.

clone_impl()

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

inlineoverrideprivatevirtual

Implements layr::iLayer.

connect()

NodeptrT layr::RBM::connect ( NodeptrT  visible ) const

inlineoverridevirtual

Implementation of iLayer.

Implements layr::iLayer.

copy_helper()

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

inlineprivate

get_contents()

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

inlineoverridevirtual

Implementation of iLayer.

Implements layr::iLayer.

get_label()

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

inlineoverridevirtual

Implementation of iLayer.

Implements layr::iLayer.

get_ltype()

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

inlineoverridevirtual

Implementation of iLayer.

Implements layr::iLayer.

get_ninput()

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

inlineoverridevirtual

Implementation of iLayer.

Implements layr::iLayer.

get_noutput()

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

inlineoverridevirtual

Implementation of iLayer.

Implements layr::iLayer.

operator=() [1/2]

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

inline

operator=() [2/2]

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

default

tag_sublayers()

void layr::RBM::tag_sublayers ( void  )

inlineprivate

Member Data Documentation

activation_

UnaryptrT layr::RBM::activation_

private

hidden_

DenseptrT layr::RBM::hidden_

private

label_

std::string layr::RBM::label_

private

visible_

DenseptrT layr::RBM::visible_

private

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

• layr/rbm.hpp