lbann::AbsOperator< DataT, D > Class Template Reference

Entrywise absolute value. More...

#include <abs.hpp>

Inheritance diagram for lbann::AbsOperator< DataT, D >:

Collaboration diagram for lbann::AbsOperator< DataT, D >:

Public Member Functions
Lifecycle
	AbsOperator ()=default
	AbsOperator (AbsOperator &&)=default
	AbsOperator (AbsOperator const &)=default
AbsOperator &	operator= (AbsOperator &&)=default
AbsOperator &	operator= (AbsOperator const &)=default
	~AbsOperator ()=default
Queries
std::string	get_type () const final
int	get_backprop_requirements () const final
Serialization
template<typename ArchiveT >
void	serialize (ArchiveT &ar)
Public Member Functions inherited from lbann::Cloneable< AbsOperator< DataT, D >, ElementwiseOperator< DataT, El::Base< DataT >, D > >
std::unique_ptr< AbsOperator< DataT, D > >	clone () const
	Return an exception-safe, memory-safe copy of this object. More...

Private Types
Private Types
using	BaseType = Cloneable< AbsOperator< DataT, D >, ElementwiseOperator< DataT, El::Base< DataT >, D > >
using	LocalInputTensorType = typename BaseType::LocalInputTensorType
using	LocalOutputTensorType = typename BaseType::LocalOutputTensorType
using	ConstLocalInputTensorType = typename BaseType::ConstLocalInputTensorType
using	ConstLocalOutputTensorType = typename BaseType::ConstLocalOutputTensorType

Private Member Functions
virtual void	fp_compute_local (std::vector< ConstLocalInputTensorType > input, std::vector< LocalOutputTensorType > output) const final
	Local forward compute function. More...
void	bp_compute_local (std::vector< ConstLocalInputTensorType > input, std::vector< ConstLocalOutputTensorType > gradient_wrt_output, std::vector< LocalInputTensorType > gradient_wrt_input) const final
	Local backward compute function. More...
void	set_proto_params (lbann_data::Operator &msg) const final
void	do_fill_description (description &desc) const final

Detailed Description

template<typename DataT, El::Device D>
class lbann::AbsOperator< DataT, D >

Entrywise absolute value.

Definition at line 51 of file abs.hpp.

Member Typedef Documentation

BaseType

template<typename DataT , El::Device D>

using lbann::AbsOperator< DataT, D >::BaseType = Cloneable<AbsOperator<DataT, D>, ElementwiseOperator<DataT, El::Base<DataT>, D> >

private

Definition at line 59 of file abs.hpp.

ConstLocalInputTensorType

template<typename DataT , El::Device D>

using lbann::AbsOperator< DataT, D >::ConstLocalInputTensorType = typename BaseType::ConstLocalInputTensorType

private

Definition at line 64 of file abs.hpp.

ConstLocalOutputTensorType

template<typename DataT , El::Device D>

using lbann::AbsOperator< DataT, D >::ConstLocalOutputTensorType = typename BaseType::ConstLocalOutputTensorType

private

Definition at line 66 of file abs.hpp.

LocalInputTensorType

template<typename DataT , El::Device D>

using lbann::AbsOperator< DataT, D >::LocalInputTensorType = typename BaseType::LocalInputTensorType

private

Definition at line 61 of file abs.hpp.

LocalOutputTensorType

template<typename DataT , El::Device D>

using lbann::AbsOperator< DataT, D >::LocalOutputTensorType = typename BaseType::LocalOutputTensorType

private

Definition at line 62 of file abs.hpp.

Constructor & Destructor Documentation

AbsOperator() [1/3]

template<typename DataT , El::Device D>

lbann::AbsOperator< DataT, D >::AbsOperator ( )

default

AbsOperator() [2/3]

template<typename DataT , El::Device D>

lbann::AbsOperator< DataT, D >::AbsOperator ( AbsOperator< DataT, D > &&  )

default

AbsOperator() [3/3]

template<typename DataT , El::Device D>

lbann::AbsOperator< DataT, D >::AbsOperator ( AbsOperator< DataT, D > const &  )

default

~AbsOperator()

template<typename DataT , El::Device D>

lbann::AbsOperator< DataT, D >::~AbsOperator ( )

default

Member Function Documentation

bp_compute_local()

template<typename DataT , El::Device D>

void lbann::AbsOperator< DataT, D >::bp_compute_local ( std::vector< ConstLocalInputTensorType >  input, std::vector< ConstLocalOutputTensorType >  gradient_wrt_output, std::vector< LocalInputTensorType >  gradient_wrt_input  ) const

finalprivate

Local backward compute function.

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do_fill_description()

template<typename DataT , El::Device D>

void lbann::AbsOperator< DataT, D >::do_fill_description ( description &  desc ) const

inlinefinalprivate

Definition at line 122 of file abs.hpp.

fp_compute_local()

template<typename DataT , El::Device D>

virtual void lbann::AbsOperator< DataT, D >::fp_compute_local ( std::vector< ConstLocalInputTensorType >  input, std::vector< LocalOutputTensorType >  output  ) const

finalprivatevirtual

Local forward compute function.

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get_backprop_requirements()

template<typename DataT , El::Device D>

int lbann::AbsOperator< DataT, D >::get_backprop_requirements ( ) const

inlinefinal

Definition at line 86 of file abs.hpp.

get_type()

template<typename DataT , El::Device D>

std::string lbann::AbsOperator< DataT, D >::get_type ( ) const

inlinefinal

Definition at line 85 of file abs.hpp.

operator=() [1/2]

template<typename DataT , El::Device D>

AbsOperator& lbann::AbsOperator< DataT, D >::operator= ( AbsOperator< DataT, D > &&  )

default

operator=() [2/2]

template<typename DataT , El::Device D>

AbsOperator& lbann::AbsOperator< DataT, D >::operator= ( AbsOperator< DataT, D > const &  )

default

serialize()

template<typename DataT , El::Device D>

template<typename ArchiveT >

void lbann::AbsOperator< DataT, D >::serialize ( ArchiveT &  ar )

inline

Definition at line 96 of file abs.hpp.

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set_proto_params()

template<typename DataT , El::Device D>

void lbann::AbsOperator< DataT, D >::set_proto_params ( lbann_data::Operator &  msg ) const

inlinefinalprivate

Definition at line 117 of file abs.hpp.

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

• abs.hpp