opennn::TrainingResult Struct Reference

#include <opennn/training/training_result.h>

Public Member Functions
	TrainingResult (const Index=0)
virtual	~TrainingResult ()=default
string	write_stopping_condition () const
float	get_training_error () const
float	get_validation_error () const
Index	get_epochs_number () const
void	save (const filesystem::path &) const
void	print (const string &message={}) const
Tensor< string, 2 >	write_override_results (const Index=3) const
void	resize_training_error_history (const Index new_size)
void	resize_validation_error_history (const Index new_size)

Public Attributes
optional< StoppingCondition >	stopping_condition
VectorR	training_error_history
VectorR	validation_error_history
string	elapsed_time
double	training_seconds = 0.0
float	loss = QUIET_NAN
optional< Index >	restored_epoch

Constructor & Destructor Documentation

TrainingResult()

opennn::TrainingResult::TrainingResult

(

const Index

= 0

)

~TrainingResult()

virtual opennn::TrainingResult::~TrainingResult ( )

virtualdefault

Member Function Documentation

get_epochs_number()

Index opennn::TrainingResult::get_epochs_number ( ) const

inline

get_training_error()

float opennn::TrainingResult::get_training_error

(

)

const

get_validation_error()

float opennn::TrainingResult::get_validation_error

(

)

const

print()

void opennn::TrainingResult::print

(

const string &

message = {}

)

const

resize_training_error_history()

void opennn::TrainingResult::resize_training_error_history ( const Index new_size )

inline

resize_validation_error_history()

void opennn::TrainingResult::resize_validation_error_history ( const Index new_size )

inline

save()

void opennn::TrainingResult::save

(

const filesystem::path &

)

const

write_override_results()

Tensor< string, 2 > opennn::TrainingResult::write_override_results

(

const Index

= 3

)

const

write_stopping_condition()

string opennn::TrainingResult::write_stopping_condition

(

)

const

Member Data Documentation

elapsed_time

string opennn::TrainingResult::elapsed_time

loss

float opennn::TrainingResult::loss = QUIET_NAN

restored_epoch

optional<Index> opennn::TrainingResult::restored_epoch

stopping_condition

optional<StoppingCondition> opennn::TrainingResult::stopping_condition

training_error_history

VectorR opennn::TrainingResult::training_error_history

training_seconds

double opennn::TrainingResult::training_seconds = 0.0

validation_error_history

VectorR opennn::TrainingResult::validation_error_history