opennn::Bound Struct Reference

#include <operators.h>

Inheritance diagram for opennn::Bound:

Public Types
enum class	Method { NoBounding , Bounding }

Public Member Functions
void	set (Method new_method, Index new_features)
vector< pair< Shape, Type > >	state_specs () const override
void	link_states (const vector< TensorView > &views) override
void	forward_propagate (ForwardPropagation &fp, size_t layer, bool is_training) noexcept override
void	load_state_from_JSON (const Json *parent) override
Public Member Functions inherited from opennn::Operator
virtual	~Operator ()=default
virtual vector< pair< Shape, Type > >	parameter_specs () const
virtual void	link_parameters (const vector< TensorView > &)
virtual void	link_gradients (const vector< TensorView > &)
virtual void	set_parameters_random ()
virtual void	set_parameters_glorot ()
virtual void	to_JSON (JsonWriter &) const
virtual void	from_JSON (const Json *)
virtual void	destroy_cuda ()

Public Attributes
Method	method = Method::Bounding
Index	features = 0
TensorView	lower
TensorView	upper
Public Attributes inherited from opennn::Operator
vector< size_t >	input_slots
vector< size_t >	output_slots

Member Enumeration Documentation

Method

enum class opennn::Bound::Method

strong

Enumerator
NoBounding
Bounding

Member Function Documentation

forward_propagate()

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

overridevirtualnoexcept

Reimplemented from opennn::Operator.

link_states()

void opennn::Bound::link_states ( const vector< TensorView > & views )

overridevirtual

Reimplemented from opennn::Operator.

load_state_from_JSON()

void opennn::Bound::load_state_from_JSON ( const Json * parent )

overridevirtual

Reimplemented from opennn::Operator.

set()

void opennn::Bound::set	(	Method	new_method,
		Index	new_features )

state_specs()

vector< pair< Shape, Type > > opennn::Bound::state_specs ( ) const

overridevirtual

Reimplemented from opennn::Operator.

Member Data Documentation

features

Index opennn::Bound::features = 0

lower

TensorView opennn::Bound::lower

method

Method opennn::Bound::method = Method::Bounding

upper

TensorView opennn::Bound::upper