This class is used to initialize the network with the given initialization rule. More...

#include <network_init.hpp>

Public Member Functions
	NetworkInitialization (const InitializationRuleType &initializeRule=InitializationRuleType())
	Use the given initialization rule to initialize the specified network. More...

template<typename eT >
void	Initialize (const std::vector< LayerTypes< CustomLayers... > > &network, arma::Mat< eT > &parameter, size_t parameterOffset=0)
	Initialize the specified network and store the results in the given parameter. More...

Detailed Description

template<typename InitializationRuleType, typename... CustomLayers>
class mlpack::ann::NetworkInitialization< InitializationRuleType, CustomLayers >

This class is used to initialize the network with the given initialization rule.

Constructor & Destructor Documentation

◆ NetworkInitialization()

template<typename InitializationRuleType, typename... CustomLayers>

mlpack::ann::NetworkInitialization< InitializationRuleType, CustomLayers >::NetworkInitialization ( const InitializationRuleType & initializeRule = InitializationRuleType() )

inline

Use the given initialization rule to initialize the specified network.

Parameters

initializeRule Rule to initialize the given network.

Member Function Documentation

◆ Initialize()

template<typename InitializationRuleType, typename... CustomLayers>

template<typename eT >

void mlpack::ann::NetworkInitialization< InitializationRuleType, CustomLayers >::Initialize	(	const std::vector< LayerTypes< CustomLayers... > > &	network,
		arma::Mat< eT > &	parameter,
		size_t	parameterOffset = `0`
	)

inline

Initialize the specified network and store the results in the given parameter.