|
Java example source code file (BaseMultiLayerNetworkWorkPerformer.java)
The BaseMultiLayerNetworkWorkPerformer.java Java example source code/* * * * Copyright 2015 Skymind,Inc. * * * * Licensed under the Apache License, Version 2.0 (the "License"); * * you may not use this file except in compliance with the License. * * You may obtain a copy of the License at * * * * http://www.apache.org/licenses/LICENSE-2.0 * * * * 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. * */ package org.deeplearning4j.scaleout.perform; import org.canova.api.conf.Configuration; import org.deeplearning4j.nn.multilayer.MultiLayerNetwork; import org.deeplearning4j.nn.conf.MultiLayerConfiguration; import org.deeplearning4j.scaleout.job.Job; import org.nd4j.linalg.api.ndarray.INDArray; import org.nd4j.linalg.dataset.DataSet; import java.io.Serializable; /** * Work performer for a base multi layer network * @author Adam Gibson */ public class BaseMultiLayerNetworkWorkPerformer implements WorkerPerformer { private MultiLayerNetwork multiLayerNetwork; @Override public void setup(Configuration conf) { MultiLayerConfiguration conf2 = MultiLayerConfiguration.fromJson(conf.get(MULTI_LAYER_CONF)); multiLayerNetwork = new MultiLayerNetwork(conf2); } @Override public void perform(Job job) { Serializable work = job.getWork(); if(work instanceof DataSet) { DataSet data = (DataSet) work; multiLayerNetwork.fit(data); job.setResult(multiLayerNetwork.params()); } } @Override public void update(Object... o) { INDArray arr = (INDArray) o[0]; multiLayerNetwork.setParams(arr); } } Other Java examples (source code examples)Here is a short list of links related to this Java BaseMultiLayerNetworkWorkPerformer.java source code file: |
... this post is sponsored by my books ... | |
#1 New Release! |
FP Best Seller |
Copyright 1998-2021 Alvin Alexander, alvinalexander.com
All Rights Reserved.
A percentage of advertising revenue from
pages under the /java/jwarehouse
URI on this website is
paid back to open source projects.