opennn::Dropout Struct Reference

#include <operators.h>

Inheritance diagram for opennn::Dropout:

Public Member Functions
bool	active () const
void	set_rate (float new_rate)
void	forward_propagate (ForwardPropagation &fp, size_t layer, bool is_training) noexcept override
void	apply (TensorView &output)
void	apply_delta (TensorView &delta) const
void	to_JSON (JsonWriter &w) const override
void	from_JSON (const Json *parent) override
void	destroy_cuda () override
	~Dropout () override
	Dropout ()=default
	Dropout (Dropout &&) noexcept=default
Dropout &	operator= (Dropout &&) noexcept=default
Public Member Functions inherited from opennn::Operator
virtual	~Operator ()=default
virtual vector< pair< Shape, Type > >	parameter_specs () const
virtual vector< pair< Shape, Type > >	state_specs () const
virtual void	link_parameters (const vector< TensorView > &)
virtual void	link_gradients (const vector< TensorView > &)
virtual void	link_states (const vector< TensorView > &)
virtual void	set_parameters_random ()
virtual void	set_parameters_glorot ()
virtual void	load_state_from_JSON (const Json *)

Public Attributes
float	rate = 0.0f
VectorR	mask_cpu
Buffer	mask {Device::CUDA}
vector< size_t >	save_slots
Public Attributes inherited from opennn::Operator
vector< size_t >	input_slots
vector< size_t >	output_slots

Constructor & Destructor Documentation

~Dropout()

opennn::Dropout::~Dropout ( )

inlineoverride

Dropout() [1/2]

opennn::Dropout::Dropout ( )

default

Dropout() [2/2]

opennn::Dropout::Dropout ( Dropout && )

defaultnoexcept

Member Function Documentation

active()

bool opennn::Dropout::active ( ) const

inline

apply()

void opennn::Dropout::apply

(

TensorView &

output

)

apply_delta()

void opennn::Dropout::apply_delta

(

TensorView &

delta

)

const

destroy_cuda()

void opennn::Dropout::destroy_cuda ( )

overridevirtual

Reimplemented from opennn::Operator.

forward_propagate()

void opennn::Dropout::forward_propagate ( ForwardPropagation & fp, size_t layer, bool is_training )

overridevirtualnoexcept

Reimplemented from opennn::Operator.

from_JSON()

void opennn::Dropout::from_JSON ( const Json * parent )

overridevirtual

Reimplemented from opennn::Operator.

operator=()

Dropout & opennn::Dropout::operator= ( Dropout && )

defaultnoexcept

set_rate()

void opennn::Dropout::set_rate

(

float

new_rate

)

to_JSON()

void opennn::Dropout::to_JSON ( JsonWriter & w ) const

overridevirtual

Reimplemented from opennn::Operator.

Member Data Documentation

mask

Buffer opennn::Dropout::mask {Device::CUDA}

mask_cpu

VectorR opennn::Dropout::mask_cpu

rate

float opennn::Dropout::rate = 0.0f

save_slots

vector<size_t> opennn::Dropout::save_slots