org.deeplearning4j.spark.impl.paramavg.ParameterAveragingTrainingResult Maven / Gradle / Ivy
The newest version!
/*
* ******************************************************************************
* *
* *
* * This program and the accompanying materials are made available under the
* * terms of the Apache License, Version 2.0 which is available at
* * https://www.apache.org/licenses/LICENSE-2.0.
* *
* * See the NOTICE file distributed with this work for additional
* * information regarding copyright ownership.
* * Unless required by applicable law or agreed to in writing, software
* * distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
* * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
* * License for the specific language governing permissions and limitations
* * under the License.
* *
* * SPDX-License-Identifier: Apache-2.0
* *****************************************************************************
*/
package org.deeplearning4j.spark.impl.paramavg;
import lombok.Data;
import org.deeplearning4j.core.storage.Persistable;
import org.deeplearning4j.core.storage.StorageMetaData;
import org.deeplearning4j.spark.api.TrainingResult;
import org.deeplearning4j.spark.api.stats.SparkTrainingStats;
import org.nd4j.linalg.api.ndarray.INDArray;
import java.util.Collection;
@Data
public class ParameterAveragingTrainingResult implements TrainingResult {
private final INDArray parameters;
private final INDArray updaterState;
private final double score;
private SparkTrainingStats sparkTrainingStats;
private final Collection listenerMetaData;
private final Collection listenerStaticInfo;
private final Collection listenerUpdates;
public ParameterAveragingTrainingResult(INDArray parameters, INDArray updaterState, double score,
Collection listenerMetaData, Collection listenerStaticInfo,
Collection listenerUpdates) {
this(parameters, updaterState, score, null, listenerMetaData, listenerStaticInfo, listenerUpdates);
}
public ParameterAveragingTrainingResult(INDArray parameters, INDArray updaterState, double score,
SparkTrainingStats sparkTrainingStats, Collection listenerMetaData,
Collection listenerStaticInfo, Collection listenerUpdates) {
this.parameters = parameters;
this.updaterState = updaterState;
this.score = score;
this.sparkTrainingStats = sparkTrainingStats;
this.listenerMetaData = listenerMetaData;
this.listenerStaticInfo = listenerStaticInfo;
this.listenerUpdates = listenerUpdates;
}
@Override
public void setStats(SparkTrainingStats sparkTrainingStats) {
this.sparkTrainingStats = sparkTrainingStats;
}
}