org.deeplearning4j.arbiter.layers

Class LSTMLayerSpace

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<org.deeplearning4j.nn.conf.layers.LSTM>

org.deeplearning4j.arbiter.layers.LSTMLayerSpace

All Implemented Interfaces:

ParameterSpace<org.deeplearning4j.nn.conf.layers.LSTM>

public class LSTMLayerSpace
extends AbstractLSTMLayerSpace<org.deeplearning4j.nn.conf.layers.LSTM>

Layer space for LSTM layers

Author:

Alex Black

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	LSTMLayerSpace.Builder

Field Summary

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

forgetGateBiasInit, 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

Method Summary

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

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

setLayerOptionsBuilder

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

Method Detail

getValue

public org.deeplearning4j.nn.conf.layers.LSTM getValue(double[] values)

setLayerOptionsBuilder

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

toString

public String toString()

Overrides:

toString in class AbstractLSTMLayerSpace<org.deeplearning4j.nn.conf.layers.LSTM>

toString

public String toString(String delim)

Overrides:

toString in class AbstractLSTMLayerSpace<org.deeplearning4j.nn.conf.layers.LSTM>