org.deeplearning4j.nn.conf.layers

Class LayerValidation

java.lang.Object

org.deeplearning4j.nn.conf.layers.LayerValidation

public class LayerValidation
extends java.lang.Object

Created by Alex on 22/02/2017.

Constructor Summary

Constructors

Constructor and Description
LayerValidation()

Method Summary

Modifier and Type	Method and Description
static void	generalValidation(java.lang.String layerName, Layer layer, boolean useRegularization, boolean useDropConnect, double dropOut, double l2, double l2Bias, double l1, double l1Bias, Distribution dist)
static void	generalValidation(java.lang.String layerName, Layer layer, boolean useRegularization, boolean useDropConnect, java.lang.Double dropOut, java.lang.Double l2, java.lang.Double l2Bias, java.lang.Double l1, java.lang.Double l1Bias, Distribution dist)
static void	updaterValidation(java.lang.String layerName, Layer layer, double momentum, java.util.Map<java.lang.Integer,java.lang.Double> momentumSchedule, double adamMeanDecay, double adamVarDecay, double rho, double rmsDecay, double epsilon) Validate the updater configuration - setting the default updater values, if necessary
static void	updaterValidation(java.lang.String layerName, Layer layer, java.lang.Double momentum, java.util.Map<java.lang.Integer,java.lang.Double> momentumSchedule, java.lang.Double adamMeanDecay, java.lang.Double adamVarDecay, java.lang.Double rho, java.lang.Double rmsDecay, java.lang.Double epsilon) Validate the updater configuration - setting the default updater values, if necessary

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

LayerValidation

public LayerValidation()

Method Detail

updaterValidation

public static void updaterValidation(java.lang.String layerName,
                                     Layer layer,
                                     java.lang.Double momentum,
                                     java.util.Map<java.lang.Integer,java.lang.Double> momentumSchedule,
                                     java.lang.Double adamMeanDecay,
                                     java.lang.Double adamVarDecay,
                                     java.lang.Double rho,
                                     java.lang.Double rmsDecay,
                                     java.lang.Double epsilon)

Validate the updater configuration - setting the default updater values, if necessary

updaterValidation

public static void updaterValidation(java.lang.String layerName,
                                     Layer layer,
                                     double momentum,
                                     java.util.Map<java.lang.Integer,java.lang.Double> momentumSchedule,
                                     double adamMeanDecay,
                                     double adamVarDecay,
                                     double rho,
                                     double rmsDecay,
                                     double epsilon)

Validate the updater configuration - setting the default updater values, if necessary

generalValidation

public static void generalValidation(java.lang.String layerName,
                                     Layer layer,
                                     boolean useRegularization,
                                     boolean useDropConnect,
                                     java.lang.Double dropOut,
                                     java.lang.Double l2,
                                     java.lang.Double l2Bias,
                                     java.lang.Double l1,
                                     java.lang.Double l1Bias,
                                     Distribution dist)

generalValidation

public static void generalValidation(java.lang.String layerName,
                                     Layer layer,
                                     boolean useRegularization,
                                     boolean useDropConnect,
                                     double dropOut,
                                     double l2,
                                     double l2Bias,
                                     double l1,
                                     double l1Bias,
                                     Distribution dist)