org.deeplearning4j.arbiter

Class MultiLayerSpace

java.lang.Object

org.deeplearning4j.arbiter.optimize.api.AbstractParameterSpace<T>

org.deeplearning4j.arbiter.BaseNetworkSpace<DL4JConfiguration>

org.deeplearning4j.arbiter.MultiLayerSpace

All Implemented Interfaces:

ParameterSpace<DL4JConfiguration>

public class MultiLayerSpace
extends BaseNetworkSpace<DL4JConfiguration>

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	MultiLayerSpace.Builder

Nested classes/interfaces inherited from class org.deeplearning4j.arbiter.BaseNetworkSpace

BaseNetworkSpace.LayerConf

Field Summary

Fields

Modifier and Type	Field and Description
protected org.deeplearning4j.earlystopping.EarlyStoppingConfiguration<org.deeplearning4j.nn.multilayer.MultiLayerNetwork>	earlyStoppingConfiguration
protected org.deeplearning4j.nn.conf.WorkspaceMode	inferenceWorkspaceMode
protected ParameterSpace<Map<Integer,org.deeplearning4j.nn.conf.InputPreProcessor>>	inputPreProcessors
protected ParameterSpace<org.deeplearning4j.nn.conf.inputs.InputType>	inputType
protected int	numParameters
protected org.deeplearning4j.nn.conf.WorkspaceMode	trainingWorkspaceMode
protected boolean	validateOutputLayerConfig

Fields inherited from class org.deeplearning4j.arbiter.BaseNetworkSpace

activationFunction, allParamConstraints, backpropType, biasConstraints, biasInit, biasUpdater, convolutionMode, dist, gradientNormalization, gradientNormalizationThreshold, l1, l1Bias, l2, l2Bias, layerSpaces, maxNumLineSearchIterations, miniBatch, minimize, numEpochs, optimizationAlgo, seed, stepFunction, tbpttBwdLength, tbpttFwdLength, updater, weightConstraints, weightInit, weightNoise

Constructor Summary

Constructors

Modifier	Constructor and Description
protected	MultiLayerSpace()
protected	MultiLayerSpace(MultiLayerSpace.Builder builder)

Method Summary

Modifier and Type	Method and Description
List<ParameterSpace>	collectLeaves()
static MultiLayerSpace	fromJson(String json)
static MultiLayerSpace	fromYaml(String yaml)
LayerSpace<?>	getLayerSpace(int layerNumber)
DL4JConfiguration	getValue(double[] values)
int	numParameters()
String	toString()

Methods inherited from class org.deeplearning4j.arbiter.BaseNetworkSpace

isLeaf, randomGlobalConf, setIndices, toJson, toYaml

Methods inherited from class org.deeplearning4j.arbiter.optimize.api.AbstractParameterSpace

getNestedSpaces

Methods inherited from class java.lang.Object

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

Field Detail

inputType

protected ParameterSpace<org.deeplearning4j.nn.conf.inputs.InputType> inputType

inputPreProcessors

protected ParameterSpace<Map<Integer,org.deeplearning4j.nn.conf.InputPreProcessor>> inputPreProcessors

earlyStoppingConfiguration

protected org.deeplearning4j.earlystopping.EarlyStoppingConfiguration<org.deeplearning4j.nn.multilayer.MultiLayerNetwork> earlyStoppingConfiguration

numParameters

protected int numParameters

trainingWorkspaceMode

protected org.deeplearning4j.nn.conf.WorkspaceMode trainingWorkspaceMode

inferenceWorkspaceMode

protected org.deeplearning4j.nn.conf.WorkspaceMode inferenceWorkspaceMode

validateOutputLayerConfig

protected boolean validateOutputLayerConfig

Constructor Detail

MultiLayerSpace

protected MultiLayerSpace(MultiLayerSpace.Builder builder)

MultiLayerSpace

protected MultiLayerSpace()

Method Detail

getValue

public DL4JConfiguration getValue(double[] values)

numParameters

public int numParameters()

collectLeaves

public List<ParameterSpace> collectLeaves()

Specified by:

collectLeaves in interface ParameterSpace<DL4JConfiguration>

Overrides:

collectLeaves in class BaseNetworkSpace<DL4JConfiguration>

toString

public String toString()

Overrides:

toString in class BaseNetworkSpace<DL4JConfiguration>

getLayerSpace

public LayerSpace<?> getLayerSpace(int layerNumber)

fromJson

public static MultiLayerSpace fromJson(String json)

fromYaml

public static MultiLayerSpace fromYaml(String yaml)