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Add deeplearning4j-ui for visualization of training in module my-firs… #181

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14 changes: 10 additions & 4 deletions my-first-dl4j-project/pom.xml
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Original file line number Diff line number Diff line change
Expand Up @@ -35,8 +35,8 @@

<properties>
<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
<dl4j.version>1.0.0-beta7</dl4j.version>
<nd4j.version>1.0.0-beta7</nd4j.version>
<dl4j.version>1.0.0-M1.1</dl4j.version>
<nd4j.version>1.0.0-M1.1</nd4j.version>
<java.version>1.8</java.version>
<slf4j.version>2.0.0-alpha1</slf4j.version>
<maven-shade-plugin.version>2.4.3</maven-shade-plugin.version>
Expand All @@ -55,14 +55,14 @@
<!-- to use this, disable nd4j-native-platform and use this -->
<!-- <dependency> -->
<!-- <groupId>org.nd4j</groupId> -->
<!-- <artifactId>nd4j-cuda-10.2-platform</artifactId> -->
<!-- <artifactId>nd4j-cuda-11.2-platform</artifactId> -->
<!-- <version>${nd4j.version}</version> -->
<!-- </dependency> -->

<!--futher more enable cudnn when training using gpu -->
<!-- <dependency> -->
<!-- <groupId>org.deeplearning4j</groupId> -->
<!-- <artifactId>deeplearning4j-cuda-10.2</artifactId> -->
<!-- <artifactId>deeplearning4j-cuda-11.2</artifactId> -->
<!-- <version>${dl4j.version}</version> -->
<!-- </dependency> -->

Expand All @@ -73,6 +73,12 @@
<version>${dl4j.version}</version>
</dependency>

<!-- deeplearning4j-ui is used for visualization -->
<dependency>
<groupId>org.deeplearning4j</groupId>
<artifactId>deeplearning4j-ui</artifactId>
<version>${dl4j.version}</version>
</dependency>

<!-- https://mvnrepository.com/artifact/org.slf4j/slf4j-api -->
<dependency>
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11 changes: 10 additions & 1 deletion my-first-dl4j-project/src/main/java/ai/certifai/MyFirstDL4JProject.java
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Expand Up @@ -20,6 +20,7 @@
import org.datavec.api.records.reader.RecordReader;
import org.datavec.api.records.reader.impl.csv.CSVRecordReader;
import org.datavec.api.split.FileSplit;
import org.deeplearning4j.core.storage.StatsStorage;
import org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator;
import org.deeplearning4j.nn.conf.MultiLayerConfiguration;
import org.deeplearning4j.nn.conf.NeuralNetConfiguration;
Expand All @@ -28,6 +29,9 @@
import org.deeplearning4j.nn.multilayer.MultiLayerNetwork;
import org.deeplearning4j.nn.weights.WeightInit;
import org.deeplearning4j.optimize.listeners.ScoreIterationListener;
import org.deeplearning4j.ui.api.UIServer;
import org.deeplearning4j.ui.model.stats.StatsListener;
import org.deeplearning4j.ui.model.storage.InMemoryStatsStorage;
import org.nd4j.common.io.ClassPathResource;
import org.nd4j.linalg.activations.Activation;
import org.nd4j.linalg.dataset.api.iterator.DataSetIterator;
Expand Down Expand Up @@ -86,7 +90,12 @@ public static void main( String[] args ) throws Exception {
MultiLayerNetwork network = new MultiLayerNetwork(config);

network.init();
network.setListeners(new ScoreIterationListener(1));

// Setup UI and listeners
UIServer server = UIServer.getInstance();
StatsStorage storage = new InMemoryStatsStorage();
server.attach(storage);
network.setListeners(new ScoreIterationListener(1), new StatsListener(storage));

network.fit(iterator, 10);

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