#include <train-nnet-ensemble.h>

Collaboration diagram for NnetEnsembleTrainerConfig:

Public Member Functions
	NnetEnsembleTrainerConfig ()

void	Register (OptionsItf *opts)

Public Attributes
int32	minibatch_size

int32	minibatches_per_phase

double	beta

Detailed Description

Definition at line 32 of file train-nnet-ensemble.h.

Constructor & Destructor Documentation

◆ NnetEnsembleTrainerConfig()

NnetEnsembleTrainerConfig ( )

inline

Definition at line 37 of file train-nnet-ensemble.h.

                              : minibatch_size(500),
                              minibatches_per_phase(50),
                              beta(0.5) { }

Member Function Documentation

◆ Register()

void Register ( OptionsItf * opts )

inline

Definition at line 41 of file train-nnet-ensemble.h.

References OptionsItf::Register().

Referenced by main().

                                    {
     opts->Register("minibatch-size", &minibatch_size,
                    "Number of samples per minibatch of training data.");
     opts->Register("minibatches-per-phase", &minibatches_per_phase,
                    "Number of minibatches to wait before printing training-set "
                    "objective.");
     opts->Register("beta", &beta, 
                    "weight of the second term in the objf, which is the cross-entropy "
                    "between the output posteriors and the averaged posteriors from other nets.");
   }  