org.deeplearning4j.nn.conf.layers

Class LSTM.Builder

java.lang.Object

org.deeplearning4j.nn.conf.layers.Layer.Builder<T>

org.deeplearning4j.nn.conf.layers.BaseLayer.Builder<T>

org.deeplearning4j.nn.conf.layers.FeedForwardLayer.Builder<T>

org.deeplearning4j.nn.conf.layers.BaseRecurrentLayer.Builder<T>

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

org.deeplearning4j.nn.conf.layers.LSTM.Builder

Enclosing class:

LSTM

public static class LSTM.Builder
extends AbstractLSTM.Builder<LSTM.Builder>

Field Summary

Fields inherited from class org.deeplearning4j.nn.conf.layers.AbstractLSTM.Builder

forgetGateBiasInit, gateActivationFn

Fields inherited from class org.deeplearning4j.nn.conf.layers.BaseRecurrentLayer.Builder

inputWeightConstraints, recurrentConstraints, weightInitFnRecurrent

Fields inherited from class org.deeplearning4j.nn.conf.layers.FeedForwardLayer.Builder

nIn, nOut

Fields inherited from class org.deeplearning4j.nn.conf.layers.BaseLayer.Builder

activationFn, biasInit, biasUpdater, gainInit, gradientNormalization, gradientNormalizationThreshold, iupdater, regularization, regularizationBias, weightInitFn, weightNoise

Fields inherited from class org.deeplearning4j.nn.conf.layers.Layer.Builder

allParamConstraints, biasConstraints, iDropout, layerName, weightConstraints

Constructor Summary

Constructors

Constructor and Description
Builder()

Method Summary

Modifier and Type	Method and Description
LSTM	build()

Methods inherited from class org.deeplearning4j.nn.conf.layers.AbstractLSTM.Builder

forgetGateBiasInit, gateActivationFunction, gateActivationFunction, gateActivationFunction

Methods inherited from class org.deeplearning4j.nn.conf.layers.BaseRecurrentLayer.Builder

constrainInputWeights, constrainRecurrent, weightInitRecurrent, weightInitRecurrent, weightInitRecurrent

Methods inherited from class org.deeplearning4j.nn.conf.layers.FeedForwardLayer.Builder

nIn, nIn, nOut, nOut, units

Methods inherited from class org.deeplearning4j.nn.conf.layers.BaseLayer.Builder

activation, activation, biasInit, biasUpdater, dist, gainInit, gradientNormalization, gradientNormalizationThreshold, l1, l1Bias, l2, l2Bias, regularization, regularizationBias, updater, updater, weightDecay, weightDecay, weightDecayBias, weightDecayBias, weightInit, weightInit, weightInit, weightNoise

Methods inherited from class org.deeplearning4j.nn.conf.layers.Layer.Builder

constrainAllParameters, constrainBias, constrainWeights, dropOut, dropOut, name

Methods inherited from class java.lang.Object

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

Constructor Detail

Builder

public Builder()

Method Detail

build

public LSTM build()

Specified by:

build in class Layer.Builder<LSTM.Builder>