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Java example source code file (ClusterSetup.java)
The ClusterSetup.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.aws.ec2.provision; import java.util.List; import java.util.concurrent.ExecutorService; import java.util.concurrent.Executors; import com.amazonaws.regions.Regions; import org.deeplearning4j.aws.ec2.Ec2BoxCreator; import org.kohsuke.args4j.CmdLineException; import org.kohsuke.args4j.CmdLineParser; import org.kohsuke.args4j.Option; import org.slf4j.Logger; import org.slf4j.LoggerFactory; /** * Sets up a DL4J cluster * @author Adam Gibson * */ public class ClusterSetup { @Option(name = "-w",usage = "Number of workers") private int numWorkers = 1; @Option(name = "-ami",usage = "Amazon machine image: default, amazon linux (only works with RHEL right now") private String ami = "ami-fb8e9292"; @Option(name = "-s",usage = "size of instance: default m1.medium") private String size = "m3.xlarge"; @Option(name = "-sg",usage = "security group, this needs to be applyTransformToDestination") private String securityGroupName; @Option(name = "-kp",usage = "key pair name, also needs to be applyTransformToDestination.") private String keyPairName; @Option(name = "-kpath",usage = "path to private key - needs to be applyTransformToDestination, this is used to login to amazon.") private String pathToPrivateKey; @Option(name = "-wscript", usage = "path to worker script to run, this will allow customization of dependencies") private String workerSetupScriptPath; @Option(name = "-mscript", usage = "path to master script to run this will allow customization of the dependencies") private String masterSetupScriptPath; @Option(name = "-region",usage = "specify a region") private String region = Regions.US_EAST_1.getName(); private ExecutorService as; private static final Logger log = LoggerFactory.getLogger(ClusterSetup.class); public ClusterSetup(String[] args) { CmdLineParser parser = new CmdLineParser(this); try { parser.parseArgument(args); } catch (CmdLineException e) { parser.printUsage(System.err); log.error("Unable to parse args",e); } } public void exec() { //master + workers Ec2BoxCreator boxCreator = new Ec2BoxCreator(ami,numWorkers,size,securityGroupName,keyPairName); boxCreator.setRegion(Regions.fromName(region)); boxCreator.create(); boxCreator.blockTillAllRunning(); List<String> hosts = boxCreator.getHosts(); //provisionMaster(hosts.getFromOrigin(0)); provisionWorkers(hosts); } private void provisionWorkers(List<String> workers) { as = Executors.newFixedThreadPool(Runtime.getRuntime().availableProcessors()); for(final String workerHost : workers) { try { as.submit(new Runnable() { @Override public void run() { HostProvisioner uploader = new HostProvisioner(workerHost, "ec2-user"); try { uploader.addKeyFile(pathToPrivateKey); //uploader.runRemoteCommand("sudo hostname " + workerHost); uploader.uploadAndRun(workerSetupScriptPath, ""); } catch (Exception e) { e.printStackTrace(); } } }); }catch(Exception e) { log.error("Error ",e); } } } /** * @param args */ public static void main(String[] args) { new ClusterSetup(args).exec(); } } Other Java examples (source code examples)Here is a short list of links related to this Java ClusterSetup.java source code file: |
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