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Java example source code file (NetBroadcastTuple.java)

This example Java source code file (NetBroadcastTuple.java) is included in the alvinalexander.com "Java Source Code Warehouse" project. The intent of this project is to help you "Learn Java by Example" TM.

Learn more about this Java project at its project page.

Java - Java tags/keywords

computationgraphconfiguration, computationgraphupdater, data, indarray, multilayerconfiguration, netbroadcasttuple, serializable, updater

The NetBroadcastTuple.java Java example source code

package org.deeplearning4j.spark.api.worker;

import lombok.Data;
import org.deeplearning4j.nn.api.Updater;
import org.deeplearning4j.nn.conf.ComputationGraphConfiguration;
import org.deeplearning4j.nn.conf.MultiLayerConfiguration;
import org.deeplearning4j.nn.updater.graph.ComputationGraphUpdater;
import org.nd4j.linalg.api.ndarray.INDArray;

import java.io.Serializable;

/**
 * A simple class for storing configurations, parameters and updaters in one class (so they can be broadcast together)
 *
 * @author Alex Black
 */
@Data
public class NetBroadcastTuple implements Serializable {

    private final MultiLayerConfiguration configuration;
    private final ComputationGraphConfiguration graphConfiguration;
    private final INDArray parameters;
    private final Updater updater;
    private final ComputationGraphUpdater graphUpdater;

    public NetBroadcastTuple(MultiLayerConfiguration configuration, INDArray parameters, Updater updater) {
        this(configuration, null, parameters, updater, null);
    }

    public NetBroadcastTuple(ComputationGraphConfiguration graphConfiguration, INDArray parameters, ComputationGraphUpdater graphUpdater) {
        this(null, graphConfiguration, parameters, null, graphUpdater);

    }

    public NetBroadcastTuple(MultiLayerConfiguration configuration, ComputationGraphConfiguration graphConfiguration, INDArray parameters, Updater updater, ComputationGraphUpdater graphUpdater) {
        this.configuration = configuration;
        this.graphConfiguration = graphConfiguration;
        this.parameters = parameters;
        this.updater = updater;
        this.graphUpdater = graphUpdater;
    }
}

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