org.deeplearning4j.nn.conf.layers

Class LayerValidation

java.lang.Object

org.deeplearning4j.nn.conf.layers.LayerValidation

public class LayerValidation
extends 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	assertNInNOutSet(String layerType, String layerName, long layerIndex, long nIn, long nOut) Asserts that the layer nIn and nOut values are set for the layer
static void	assertNOutSet(String layerType, String layerName, long layerIndex, long nOut) Asserts that the layer nOut value is set for the layer
static void	generalValidation(String layerName, Layer layer, IDropout iDropout, double l2, double l2Bias, double l1, double l1Bias, Distribution dist, List<LayerConstraint> allParamConstraints, List<LayerConstraint> weightConstraints, List<LayerConstraint> biasConstraints)
static void	generalValidation(String layerName, Layer layer, IDropout iDropOut, Double l2, Double l2Bias, Double l1, Double l1Bias, Distribution dist, List<LayerConstraint> allParamConstraints, List<LayerConstraint> weightConstraints, List<LayerConstraint> biasConstraints)

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

assertNInNOutSet

public static void assertNInNOutSet(String layerType,
                                    String layerName,
                                    long layerIndex,
                                    long nIn,
                                    long nOut)

Asserts that the layer nIn and nOut values are set for the layer

Parameters:

layerType - Type of layer ("DenseLayer", etc)

layerName - Name of the layer (may be null if not set)

layerIndex - Index of the layer

nIn - nIn value

nOut - nOut value

assertNOutSet

public static void assertNOutSet(String layerType,
                                 String layerName,
                                 long layerIndex,
                                 long nOut)

Asserts that the layer nOut value is set for the layer

Parameters:

layerType - Type of layer ("DenseLayer", etc)

layerName - Name of the layer (may be null if not set)

layerIndex - Index of the layer

nOut - nOut value

generalValidation

public static void generalValidation(String layerName,
                                     Layer layer,
                                     IDropout iDropOut,
                                     Double l2,
                                     Double l2Bias,
                                     Double l1,
                                     Double l1Bias,
                                     Distribution dist,
                                     List<LayerConstraint> allParamConstraints,
                                     List<LayerConstraint> weightConstraints,
                                     List<LayerConstraint> biasConstraints)

generalValidation

public static void generalValidation(String layerName,
                                     Layer layer,
                                     IDropout iDropout,
                                     double l2,
                                     double l2Bias,
                                     double l1,
                                     double l1Bias,
                                     Distribution dist,
                                     List<LayerConstraint> allParamConstraints,
                                     List<LayerConstraint> weightConstraints,
                                     List<LayerConstraint> biasConstraints)