ceras::variable< Tsor > Struct Template Reference

#include <variable.hpp>

Inheritance diagram for ceras::variable< Tsor >:

Public Types
typedef Tsor	tensor_type
typedef tensor_type::value_type	value_type

Public Member Functions
	variable (tensor_type const &data, value_type l1=value_type{0}, value_type l2=value_type{0}, bool trainable=true)
	variable ()=delete
	variable (variable const &other)=default
	variable (variable &&)=default
variable &	operator= (variable &&)=default
variable &	operator= (variable const &other)=default
tensor_type const	forward () noexcept
void	backward (auto const &grad) noexcept
std::vector< std::size_t >	shape () const noexcept
std::vector< tensor_type > &	contexts ()
std::vector< tensor_type >	contexts () const
tensor_type &	data ()
tensor_type	data () const
tensor_type &	gradient ()
tensor_type	gradient () const
void	reset ()
bool	trainable () const noexcept
void	trainable (bool t)

Public Attributes
std::shared_ptr< variable_state< tensor_type > >	state_
regularizer< value_type >	regularizer_
bool	trainable_

Member Typedef Documentation

tensor_type

template<Tensor Tsor>

typedef Tsor ceras::variable< Tsor >::tensor_type

value_type

template<Tensor Tsor>

typedef tensor_type::value_type ceras::variable< Tsor >::value_type

Constructor & Destructor Documentation

variable() [1/4]

template<Tensor Tsor>

ceras::variable< Tsor >::variable ( tensor_type const &  data, value_type  l1 = value_type{0}, value_type  l2 = value_type{0}, bool  trainable = true  )

inline

variable() [2/4]

template<Tensor Tsor>

ceras::variable< Tsor >::variable ( )

delete

variable() [3/4]

template<Tensor Tsor>

ceras::variable< Tsor >::variable ( variable< Tsor > const &  other )

default

variable() [4/4]

template<Tensor Tsor>

ceras::variable< Tsor >::variable ( variable< Tsor > &&  )

default

Member Function Documentation

backward()

template<Tensor Tsor>

void ceras::variable< Tsor >::backward ( auto const &  grad )

inlinenoexcept

contexts() [1/2]

template<Tensor Tsor>

std::vector<tensor_type>& ceras::variable< Tsor >::contexts ( )

inline

contexts() [2/2]

template<Tensor Tsor>

std::vector<tensor_type> ceras::variable< Tsor >::contexts ( ) const

inline

data() [1/2]

template<Tensor Tsor>

tensor_type& ceras::variable< Tsor >::data ( )

inline

data() [2/2]

template<Tensor Tsor>

tensor_type ceras::variable< Tsor >::data ( ) const

inline

forward()

template<Tensor Tsor>

tensor_type const ceras::variable< Tsor >::forward ( )

inlinenoexcept

gradient() [1/2]

template<Tensor Tsor>

tensor_type& ceras::variable< Tsor >::gradient ( )

inline

gradient() [2/2]

template<Tensor Tsor>

tensor_type ceras::variable< Tsor >::gradient ( ) const

inline

operator=() [1/2]

template<Tensor Tsor>

variable& ceras::variable< Tsor >::operator= ( variable< Tsor > &&  )

default

operator=() [2/2]

template<Tensor Tsor>

variable& ceras::variable< Tsor >::operator= ( variable< Tsor > const &  other )

default

reset()

template<Tensor Tsor>

void ceras::variable< Tsor >::reset ( )

inline

shape()

template<Tensor Tsor>

std::vector<std::size_t> ceras::variable< Tsor >::shape ( ) const

inlinenoexcept

trainable() [1/2]

template<Tensor Tsor>

bool ceras::variable< Tsor >::trainable ( ) const

inlinenoexcept

trainable() [2/2]

template<Tensor Tsor>

void ceras::variable< Tsor >::trainable ( bool  t )

inline

Member Data Documentation

regularizer_

template<Tensor Tsor>

regularizer<value_type> ceras::variable< Tsor >::regularizer_

state_

template<Tensor Tsor>

std::shared_ptr<variable_state<tensor_type> > ceras::variable< Tsor >::state_

trainable_

template<Tensor Tsor>

bool ceras::variable< Tsor >::trainable_

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

• /home/feng/workspace/github.repo/ceras/include/variable.hpp