org.deeplearning4j.arbiter.layers

Class AbstractLSTMLayerSpace<T extends org.deeplearning4j.nn.conf.layers.AbstractLSTM>

java.lang.Object

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

org.deeplearning4j.arbiter.layers.LayerSpace<L>

org.deeplearning4j.arbiter.layers.BaseLayerSpace<L>

org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace<T>

org.deeplearning4j.arbiter.layers.AbstractLSTMLayerSpace<T>

All Implemented Interfaces:

ParameterSpace<T>

Direct Known Subclasses:

GravesLSTMLayerSpace, LSTMLayerSpace

public abstract class AbstractLSTMLayerSpace<T extends org.deeplearning4j.nn.conf.layers.AbstractLSTM>
extends FeedForwardLayerSpace<T>

Layer space for LSTM layers

Author:

Alex Black

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	AbstractLSTMLayerSpace.Builder<T>

Field Summary

Fields

Modifier and Type	Field and Description
protected ParameterSpace<Double>	forgetGateBiasInit
protected ParameterSpace<org.nd4j.linalg.activations.IActivation>	gateActivationFn

Fields inherited from class org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace

constrainAll, constrainBias, constrainWeights, nIn, nOut

Fields inherited from class org.deeplearning4j.arbiter.layers.BaseLayerSpace

activationFunction, biasInit, biasUpdater, dist, gradientNormalization, gradientNormalizationThreshold, l1, l1Bias, l2, l2Bias, numParameters, updater, weightInit, weightNoise

Fields inherited from class org.deeplearning4j.arbiter.layers.LayerSpace

dropOut

Constructor Summary

Constructors

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

Method Summary

Modifier and Type	Method and Description
protected void	setLayerOptionsBuilder(org.deeplearning4j.nn.conf.layers.AbstractLSTM.Builder builder, double[] values)
String	toString()
String	toString(String delim)

Methods inherited from class org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace

setLayerOptionsBuilder

Methods inherited from class org.deeplearning4j.arbiter.layers.BaseLayerSpace

isLeaf, numParameters, setIndices, setLayerOptionsBuilder

Methods inherited from class org.deeplearning4j.arbiter.layers.LayerSpace

collectLeaves, setLayerOptionsBuilder

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

Methods inherited from interface org.deeplearning4j.arbiter.optimize.api.ParameterSpace

getValue

Field Detail

forgetGateBiasInit

protected ParameterSpace<Double> forgetGateBiasInit

gateActivationFn

protected ParameterSpace<org.nd4j.linalg.activations.IActivation> gateActivationFn

Constructor Detail

AbstractLSTMLayerSpace

protected AbstractLSTMLayerSpace(AbstractLSTMLayerSpace.Builder builder)

Method Detail

setLayerOptionsBuilder

protected void setLayerOptionsBuilder(org.deeplearning4j.nn.conf.layers.AbstractLSTM.Builder builder,
                                      double[] values)

toString

public String toString()

Overrides:

toString in class FeedForwardLayerSpace<T extends org.deeplearning4j.nn.conf.layers.AbstractLSTM>

toString

public String toString(String delim)

Overrides:

toString in class FeedForwardLayerSpace<T extends org.deeplearning4j.nn.conf.layers.AbstractLSTM>