NeuralNet::Model Class Reference

Inheritance diagram for NeuralNet::Model:

Public Member Functions
virtual void	to_file (const std::string &filename)=0
virtual void	from_file (const std::string &filename)=0

Static Public Member Functions
template<typename T , typename = typename std::enable_if< std::is_base_of<Model, T>::value>::type>
static void	save_to_file (const std::string &filename, T model)
	This method will save (by serializing) the model passed as argument to a .bin file.
template<typename T , typename = typename std::enable_if< std::is_base_of<Model, T>::value>::type>
static void	load_from_file (const std::string &filename, T &model)
	This static method loads a Model from a file and assigns it to the supposedly "empty" model passed as argument.

Protected Member Functions
void	registerSignals () const

Protected Attributes
int	cEpoch = 0
double	loss = 0
double	accuracy = 0
double	testLoss = 0
double	testAccuracy = 0

Friends
class	cereal::access
class	Callback

Member Function Documentation

from_file()

virtual void NeuralNet::Model::from_file ( const std::string & filename )

pure virtual

Implemented in NeuralNet::Network.

load_from_file()

template<typename T , typename = typename std::enable_if< std::is_base_of<Model, T>::value>::type>

static void NeuralNet::Model::load_from_file ( const std::string & filename, T & model )

inlinestatic

This static method loads a Model from a file and assigns it to the supposedly "empty" model passed as argument.

Parameters

filename	The name of the binary file from which to retrieve the model
model	An "empty" model which will be filled with the loaded model's parameters

This function will assign the parameters of the saved model in the binary file to the model passed as a parameter

save_to_file()

template<typename T , typename = typename std::enable_if< std::is_base_of<Model, T>::value>::type>

static void NeuralNet::Model::save_to_file ( const std::string & filename, T model )

inlinestatic

This method will save (by serializing) the model passed as argument to a .bin file.

Parameters

filename	The binary file in which the serialized model will be saved
model	The model that will be serialized and saved

to_file()

virtual void NeuralNet::Model::to_file ( const std::string & filename )

pure virtual

Implemented in NeuralNet::Network.

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

• /github/workspace/src/NeuralNet/Model.hpp