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October 16, 2018 00:59
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DL4J examples sample standalone project - modified for using snapshots - https://deeplearning4j.org/docs/latest/deeplearning4j-config-snapshots
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<?xml version="1.0" encoding="UTF-8"?> | |
<project xmlns="http://maven.apache.org/POM/4.0.0" | |
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" | |
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd"> | |
<modelVersion>4.0.0</modelVersion> | |
<!-- Group-ID, artifact ID and version of the project. You can modify these as you want --> | |
<groupId>org.deeplearning4j</groupId> | |
<artifactId>deeplearning4j-examples</artifactId> | |
<version>1.0.0-beta2</version> | |
<!-- Properties Section. Change DL4J and ND4J versions here, if required --> | |
<properties> | |
<dl4j.version>1.0.0-SNAPSHOT</dl4j.version> <!-- Modified for using SNAPSHOT versions --> | |
<nd4j.version>1.0.0-SNAPSHOT</nd4j.version> <!-- Modified for using SNAPSHOT versions --> | |
<logback.version>1.2.3</logback.version> | |
<java.version>1.8</java.version> | |
<maven-shade-plugin.version>2.4.3</maven-shade-plugin.version> | |
</properties> | |
<!-- Modified for using SNAPSHOT versions - added repositories section --> | |
<repositories> | |
<repository> | |
<id>snapshots-repo</id> | |
<url>https://oss.sonatype.org/content/repositories/snapshots</url> | |
<releases> | |
<enabled>false</enabled> | |
</releases> | |
<snapshots> | |
<enabled>true</enabled> | |
<updatePolicy>daily</updatePolicy> <!-- Optional, update daily --> | |
</snapshots> | |
</repository> | |
</repositories> | |
<dependencies> | |
<!-- deeplearning4j-core: contains main functionality and neural networks --> | |
<dependency> | |
<groupId>org.deeplearning4j</groupId> | |
<artifactId>deeplearning4j-core</artifactId> | |
<version>${dl4j.version}</version> | |
</dependency> | |
<!-- | |
ND4J backend: every project needs one of these. The backend defines the hardware on which network training | |
will occur. "nd4j-native-platform" is for CPUs only (for running on all operating systems). | |
--> | |
<dependency> | |
<groupId>org.nd4j</groupId> | |
<artifactId>nd4j-native</artifactId> | |
<version>${nd4j.version}</version> | |
</dependency> | |
<!-- CUDA: to use GPU for training (CUDA) instead of CPU, uncomment this, and remove nd4j-native-platform --> | |
<!-- Requires CUDA to be installed to use. Change the version (8.0, 9.0, 9.1) to change the CUDA version --> | |
<!-- | |
<dependency> | |
<groupId>org.nd4j</groupId> | |
<artifactId>nd4j-cuda-9.2</artifactId> | |
<version>${nd4j.version}</version> | |
</dependency> | |
--> | |
<!-- Optional, but recommended: if you use CUDA, also use CuDNN. To use this, CuDNN must also be installed --> | |
<!-- See: https://deeplearning4j.org/cudnn --> | |
<!-- | |
<dependency> | |
<groupId>org.deeplearning4j</groupId> | |
<artifactId>deeplearning4j-cuda-9.2</artifactId> | |
<version>${dl4j.version}</version> | |
</dependency> | |
--> | |
<dependency> | |
<groupId>ch.qos.logback</groupId> | |
<artifactId>logback-classic</artifactId> | |
<version>${logback.version}</version> | |
</dependency> | |
</dependencies> | |
<build> | |
<plugins> | |
<!-- Maven compiler plugin: compile for Java 8 --> | |
<plugin> | |
<groupId>org.apache.maven.plugins</groupId> | |
<artifactId>maven-compiler-plugin</artifactId> | |
<version>3.5.1</version> | |
<configuration> | |
<source>${java.version}</source> | |
<target>${java.version}</target> | |
</configuration> | |
</plugin> | |
<!-- | |
Maven shade plugin configuration: this is required so that if you build a single JAR file (an "uber-jar") | |
it will contain all the required native libraries, and the backends will work correctly. | |
Used for example when running the following commants | |
mvn package | |
cd target | |
java -cp deeplearning4j-examples-1.0.0-beta-bin.jar org.deeplearning4j.LenetMnistExample | |
--> | |
<plugin> | |
<groupId>org.apache.maven.plugins</groupId> | |
<artifactId>maven-shade-plugin</artifactId> | |
<version>${maven-shade-plugin.version}</version> | |
<configuration> | |
<shadedArtifactAttached>true</shadedArtifactAttached> | |
<shadedClassifierName>bin</shadedClassifierName> | |
<createDependencyReducedPom>true</createDependencyReducedPom> | |
<filters> | |
<filter> | |
<artifact>*:*</artifact> | |
<excludes> | |
<exclude>org/datanucleus/**</exclude> | |
<exclude>META-INF/*.SF</exclude> | |
<exclude>META-INF/*.DSA</exclude> | |
<exclude>META-INF/*.RSA</exclude> | |
</excludes> | |
</filter> | |
</filters> | |
</configuration> | |
<executions> | |
<execution> | |
<phase>package</phase> | |
<goals> | |
<goal>shade</goal> | |
</goals> | |
<configuration> | |
<transformers> | |
<transformer implementation="org.apache.maven.plugins.shade.resource.AppendingTransformer"> | |
<resource>reference.conf</resource> | |
</transformer> | |
<transformer implementation="org.apache.maven.plugins.shade.resource.ServicesResourceTransformer"/> | |
<transformer implementation="org.apache.maven.plugins.shade.resource.ManifestResourceTransformer"> | |
</transformer> | |
</transformers> | |
</configuration> | |
</execution> | |
</executions> | |
</plugin> | |
</plugins> | |
</build> | |
</project> |
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Nice one!