ftarlao

MultiLayerConfiguration.Builder builder = new NeuralNetConfiguration.Builder()
                .seed(seed)
                .iterations(iterations)
                .regularization(true).l2(0.0005)
                .learningRate(0.01)//.biasLearningRate(0.02)
                //.learningRateDecayPolicy(LearningRatePolicy.Inverse).lrPolicyDecayRate(0.001).lrPolicyPower(0.75)
                .weightInit(WeightInit.XAVIER)
                .gradientNormalization(GradientNormalization.RenormalizeL2PerLayer)
                .optimizationAlgo(OptimizationAlgorithm.STOCHASTIC_GRADIENT_DESCENT)
                .updater(Updater.NESTEROVS).momentum(0.9)

ftarlao

I create the iterator in this way:

private static DataSetIterator createDatasetIterator(int batchSize, int numBatches, List<MyData> DB) {
        List<DataSet> datasetList = new ArrayList<>();
        for (int i = 0; i < numBatches; i++) {
            datasetList.add(createDataset(batchSize, i * batchSize, DB)); //It simply takes different portions of my data
        }
        ListDataSetIterator listDataSetIterator = new ListDataSetIterator(datasetList,1); //I have also tried with 2,3,4,5.. nothing changed
        while (listDataSetIterator.hasNext()) {
            DataSet next = listDataSetIterator.next();

ftarlao

13:55:21.217 [main] DEBUG org.reflections.Reflections - could not scan file org/nd4j/nativeblas/linux-x86_64/libgomp.so.1 in url jar:file:/home/fab/.m2/repository/org/nd4j/nd4j-native/0.4-rc3.10/nd4j-native-0.4-rc3.10-linux-x86_64.jar!/ with scanner SubTypesScanner
13:55:21.218 [main] DEBUG org.reflections.Reflections - could not scan file org/nd4j/nativeblas/linux-x86_64/libgomp.so.1 in url jar:file:/home/fab/.m2/repository/org/nd4j/nd4j-native/0.4-rc3.10/nd4j-native-0.4-rc3.10-linux-x86_64.jar!/ with scanner TypeAnnotationsScanner
13:55:21.218 [main] DEBUG org.reflections.Reflections - could not scan file org/nd4j/nativeblas/linux-x86_64/libgfortran.so.3 in url jar:file:/home/fab/.m2/repository/org/nd4j/nd4j-native/0.4-rc3.10/nd4j-native-0.4-rc3.10-linux-x86_64.jar!/ with scanner SubTypesScanner
13:55:21.218 [main] DEBUG org.reflections.Reflections - could not scan file org/nd4j/nativeblas/linux-x86_64/libgfortran.so.3 in url jar:file:/home/fab/.m2/repository/org/nd4j/nd4j-native/0.4-rc3.10/nd4j-native-0.4-

ftarlao

SECOND EXECUTION POM

<?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>
    <groupId>com.mycompany</groupId>
    <artifactId>MouseStuff</artifactId>
    <version>1.0-SNAPSHOT</version>
    <packaging>jar</packaging>
    <dependencies>

ftarlao

cd /home/fab/NetBeansProjects/DeepLearning/MouseStuff; JAVA_HOME=/usr/lib/jvm/java-7-openjdk-amd64 /home/fab/netbeans-8.0/java/maven/bin/mvn clean install
Scanning for projects...
                                                                        
------------------------------------------------------------------------
Building MouseStuff 1.0-SNAPSHOT
------------------------------------------------------------------------

--- maven-clean-plugin:2.4.1:clean (default-clean) @ MouseStuff ---
Deleting /home/fab/NetBeansProjects/DeepLearning/MouseStuff/target