NnetMixupConfig Struct Reference

#include <mixup-nnet.h>

Collaboration diagram for NnetMixupConfig:

Public Member Functions
	NnetMixupConfig ()
void	Register (OptionsItf *opts)

Public Attributes
BaseFloat	power
BaseFloat	min_count
int32	num_mixtures
BaseFloat	perturb_stddev

Detailed Description

Definition at line 30 of file mixup-nnet.h.

Constructor & Destructor Documentation

NnetMixupConfig()

NnetMixupConfig ( )

inline

Definition at line 37 of file mixup-nnet.h.

                   : power(0.25), min_count(1000.0),
                     num_mixtures(-1), perturb_stddev(0.01) { }

Member Function Documentation

Register()

void Register ( OptionsItf *  opts )

inline

Definition at line 40 of file mixup-nnet.h.

References kaldi::nnet2::MixupNnet(), and OptionsItf::Register().

Referenced by main().

                                  {
    opts->Register("power", &power, "Scaling factor used in determining the "
                   "number of mixture components to use for each HMM state "
                   "(or group of HMM states)");
    opts->Register("min-count", &min_count, "Minimum count for a quasi-Gaussian, "
                   "enforced while allocating mixtures (obscure parameter).");
    opts->Register("num-mixtures", &num_mixtures, "If specified, total number of "
                   "mixture components to mix up to (should be at least the "
                   "#leaves in the system");
    opts->Register("perturb-stddev", &perturb_stddev, "Standard deviation used "
                   "when perturbing parameters during mixing up");
  }  

Member Data Documentation

min_count

BaseFloat min_count

Definition at line 32 of file mixup-nnet.h.

Referenced by kaldi::nnet2::MixupNnet().

num_mixtures

int32 num_mixtures

Definition at line 33 of file mixup-nnet.h.

Referenced by kaldi::nnet2::MixupNnet().

perturb_stddev

BaseFloat perturb_stddev

Definition at line 34 of file mixup-nnet.h.

Referenced by kaldi::nnet2::MixupNnet().

power

BaseFloat power

Definition at line 31 of file mixup-nnet.h.

Referenced by kaldi::nnet2::MixupNnet().

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

• nnet2/mixup-nnet.h