opennn::Unscale Struct Reference

#include <operators.h>

Inheritance diagram for opennn::Unscale:

Public Member Functions
void	set (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
Index	features = 0
float	min_range = -1.0f
float	max_range = 1.0f
TensorView	minimums
TensorView	maximums
TensorView	means
TensorView	standard_deviations
TensorView	scalers
Public Attributes inherited from opennn::Operator
vector< size_t >	input_slots
vector< size_t >	output_slots

Member Function Documentation

forward_propagate()

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

overridevirtualnoexcept

Reimplemented from opennn::Operator.

link_states()

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

overridevirtual

Reimplemented from opennn::Operator.

load_state_from_JSON()

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

overridevirtual

Reimplemented from opennn::Operator.

set()

void opennn::Unscale::set

(

Index

new_features

)

state_specs()

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

overridevirtual

Reimplemented from opennn::Operator.

Member Data Documentation

features

Index opennn::Unscale::features = 0

max_range

float opennn::Unscale::max_range = 1.0f

maximums

TensorView opennn::Unscale::maximums

means

TensorView opennn::Unscale::means

min_range

float opennn::Unscale::min_range = -1.0f

minimums

TensorView opennn::Unscale::minimums

scalers

TensorView opennn::Unscale::scalers

standard_deviations

TensorView opennn::Unscale::standard_deviations