config

*** PARAMS ***

    int slots = 8; // Max character columns per row
    int height = 64;
    int width = 128;
    int channels = 1;
    protected double splitTrainTest = 0.7;
    protected static int epochs = 64; // 30, 40

    boolean save = true;

    int seed = 1234;
    int iterations = 1;
    int batchSize = 64;

    int workers = 2;
    double threshold = 1e-3;
    double biasWeight = 0.1;
    Activation activation = Activation.LEAKYRELU;
    
    
    // learning rate schedule in the form of <Iteration #, Learning Rate>
    protected static Map<Integer, Double> lrSchedule = new HashMap<>();

    {
        lrSchedule.put(0, 1e-6);
        lrSchedule.put(25,0.00007);
    }
    
*** Config ***
  MultiLayerConfiguration conf = new NeuralNetConfiguration.Builder()
                .seed(seed)
                .iterations(iterations)
                .activation(activation)
                .weightInit(WeightInit.RELU)
                .optimizationAlgo(OptimizationAlgorithm.STOCHASTIC_GRADIENT_DESCENT)
                .updater(Updater.NADAM)//.momentum(0.9)
                .learningRateDecayPolicy(LearningRatePolicy.Schedule)
                .learningRateSchedule(lrSchedule)
                .biasInit(biasWeight)
                .biasLearningRate(1e-2 * 2)
                .regularization(true)
                .gradientNormalization(GradientNormalization.RenormalizeL2PerLayer) // normalize to prevent vanishing or exploding gradients
                .l2(2 * 1e-4)
//                .l1(5 * 1e-4)
                .miniBatch(true)
                .list()
                .layer(0, new ConvolutionLayer.Builder(5, 5)
                        .name("conv_1_5x5")
                        .nIn(channels)
                        .nOut(48)
                        .stride(1, 1)
                        .activation(activation)
                        .biasInit(biasWeight)
                        .build()
                )
                .layer(1, new SubsamplingLayer.Builder(SubsamplingLayer.PoolingType.MAX)
                        .name("maxpool_1_2x2")
                        .kernelSize(2, 2)
                        .stride(2, 2)
                        .build())
                .layer(2, new ConvolutionLayer.Builder(5, 5)
                        .name("conv_2_5x5")
                        .nOut(64)
                        .stride(1, 1)
                        .activation(activation)
                        .biasInit(biasWeight)
                        .build())
                .layer(3, new SubsamplingLayer.Builder(SubsamplingLayer.PoolingType.MAX)
                        .name("maxpool_2_2x1") // SEE Exmaple
                        .kernelSize(2, 1)
                        .stride(2, 1)
                        .build())
                .layer(4, new ConvolutionLayer.Builder(5, 5)
                        .name("conv_3_5x5")
                        .nOut(128)
                        .stride(1, 1)
                        .activation(activation)
                        .biasInit(biasWeight)
                        .build())
                .layer(5, new SubsamplingLayer.Builder(SubsamplingLayer.PoolingType.MAX)
                        .name("maxpool_3_2x2")
                        .kernelSize(2, 2)
                        .stride(2, 2)
                        .build())
                .layer(6, new DenseLayer.Builder()
                        .name("fc_1")
                        .activation(activation)
                        .nOut(2048).build())
                .layer(7, new OutputLayer.Builder(LossFunctions.LossFunction.MCXENT)
                        .name("fc_2")
                        .nOut(slots * Constants.CHARACTERS.size()) // slots * (26 Zeichen + 3 Umlaute Ä Ö Ü + Ziffern 0-9)
                        .activation(Activation.SIGMOID)
                        .build())
                .backprop(true).pretrain(false)
                .setInputType(InputType.convolutional(height, width, channels))
                .inferenceWorkspaceMode(WorkspaceMode.SINGLE)
                .build();

console output

11:14:34.744 [main] DEBUG play.api.libs.CryptoConfigParser - Generated dev mode secret ab156f27974f225fc89833e0a365eb9a for app at jar:file:/C:/Users/Meikel/.m2/repository/org/deeplearning4j/deeplearning4j-play_2.11/0.8.1-SNAPSHOT/deeplearning4j-play_2.11-0.8.1-SNAPSHOT.jar!/application.conf
11:14:34.749 [main] WARN  application - application.conf @ jar:file:/C:/Users/Meikel/.m2/repository/org/deeplearning4j/deeplearning4j-play_2.11/0.8.1-SNAPSHOT/deeplearning4j-play_2.11-0.8.1-SNAPSHOT.jar!/application.conf: 355: parsers.text.maxLength is deprecated, use play.http.parser.maxMemoryBuffer instead
11:14:34.973 [main] DEBUG p.a.l.concurrent.ActorSystemProvider - Starting application default Akka system: application
11:14:35.038 [main] INFO  play.api.Play - Application started (Dev)
11:14:35.200 [main] INFO  play.core.server.NettyServer - Listening for HTTP on /0:0:0:0:0:0:0:0:9000
11:14:35.201 [main] INFO  o.d.ui.play.PlayUIServer - UI Server started at http://localhost:9000
11:14:35.202 [Thread-1] DEBUG o.d.ui.play.PlayUIServer - PlayUIServer.StatsEventRouterRunnable started
11:14:35.204 [main] INFO  o.d.ui.play.PlayUIServer - StatsStorage instance attached to UI: InMemoryStatsStorage(uid=c8691d92)
11:14:35.218 [main] INFO  org.nd4j.linalg.factory.Nd4jBackend - Loaded [JCublasBackend] backend
11:14:36.426 [application-akka.actor.default-dispatcher-9] DEBUG org.reflections.Reflections - going to scan these urls:
jar:file:/C:/Users/Meikel/.m2/repository/org/deeplearning4j/deeplearning4j-play_2.11/0.8.1-SNAPSHOT/deeplearning4j-play_2.11-0.8.1-SNAPSHOT.jar!/dl4j_i18n/
11:14:36.437 [application-akka.actor.default-dispatcher-9] INFO  org.reflections.Reflections - Reflections took 10 ms to scan 1 urls, producing 359 keys and 388 values 
11:14:36.494 [main] INFO  org.nd4j.nativeblas.NativeOpsHolder - Number of threads used for NativeOps: 32
11:14:36.883 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]...
11:14:36.887 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]...
11:14:36.890 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]...
11:14:36.892 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]...
11:14:36.894 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]...
11:14:36.896 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]...
11:14:36.899 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]...
11:14:36.901 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]...
11:14:36.903 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]...
11:14:36.905 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]...
11:14:36.907 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]...
11:14:36.910 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]...
11:14:36.912 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]...
11:14:36.915 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]...
11:14:36.915 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]...
11:14:36.916 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]...
11:14:36.917 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]...
11:14:36.918 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]...
11:14:36.919 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]...
11:14:36.920 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]...
11:14:36.920 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]...
11:14:36.921 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]...
11:14:36.922 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]...
11:14:36.923 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]...
11:14:36.924 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]...
11:14:36.924 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]...
11:14:36.925 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]...
11:14:36.926 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]...
11:14:36.927 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]...
11:14:36.928 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]...
11:14:36.929 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]...
11:14:36.930 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]...
11:14:37.199 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [1]...
11:14:37.200 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [1]...
11:14:37.201 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [1]...
11:14:37.202 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [1]...
11:14:37.203 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [1]...
11:14:37.204 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [1]...
11:14:37.205 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [1]...
11:14:37.205 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [1]...
11:14:37.206 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [1]...
11:14:37.207 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [1]...
11:14:37.208 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [1]...
11:14:37.209 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [1]...
11:14:37.210 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [1]...
11:14:37.211 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [1]...
11:14:37.212 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [1]...
11:14:37.212 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [1]...
11:14:37.213 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [1]...
11:14:37.214 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [1]...
11:14:37.215 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [1]...
11:14:37.216 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [1]...
11:14:37.217 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [1]...
11:14:37.217 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [1]...
11:14:37.218 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [1]...
11:14:37.219 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [1]...
11:14:37.220 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [1]...
11:14:37.221 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [1]...
11:14:37.222 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [1]...
11:14:37.223 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [1]...
11:14:37.224 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [1]...
11:14:37.225 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [1]...
11:14:37.225 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [1]...
11:14:37.226 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [1]...
11:14:37.230 [main] DEBUG o.n.j.c.CudaAffinityManager - Mapping thread [1] to device [0], out of [2] devices...
11:14:37.230 [main] DEBUG o.n.j.c.CudaAffinityManager - Manually mapping thread [45] to device [0], out of [2] devices...
11:14:37.230 [main] DEBUG o.n.j.c.CudaAffinityManager - Manually mapping thread [46] to device [0], out of [2] devices...
11:14:37.230 [main] DEBUG o.n.j.c.CudaAffinityManager - Manually mapping thread [47] to device [0], out of [2] devices...
11:14:37.230 [main] DEBUG o.n.j.c.CudaAffinityManager - Manually mapping thread [48] to device [0], out of [2] devices...
11:14:37.230 [main] DEBUG o.n.j.c.CudaAffinityManager - Manually mapping thread [49] to device [0], out of [2] devices...
11:14:37.230 [main] DEBUG o.n.j.c.CudaAffinityManager - Manually mapping thread [50] to device [0], out of [2] devices...
11:14:37.232 [main] DEBUG org.reflections.Reflections - going to scan these urls:
jar:file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-parameter-server-client/0.8.1-SNAPSHOT/nd4j-parameter-server-client-0.8.1-SNAPSHOT.jar!/
jar:file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-buffer/0.8.1-SNAPSHOT/nd4j-buffer-0.8.1-SNAPSHOT.jar!/
jar:file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-base64/0.8.1-SNAPSHOT/nd4j-base64-0.8.1-SNAPSHOT.jar!/
jar:file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-cuda-8.0/0.8.1-SNAPSHOT/nd4j-cuda-8.0-0.8.1-SNAPSHOT-windows-x86_64.jar!/
jar:file:/C:/Users/Meikel/.m2/repository/org/nd4j/jackson/0.8.1-SNAPSHOT/jackson-0.8.1-SNAPSHOT.jar!/
jar:file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-jackson/0.8.1-SNAPSHOT/nd4j-jackson-0.8.1-SNAPSHOT.jar!/
jar:file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-aeron/0.8.1-SNAPSHOT/nd4j-aeron-0.8.1-SNAPSHOT.jar!/
jar:file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-cuda-8.0/0.8.1-SNAPSHOT/nd4j-cuda-8.0-0.8.1-SNAPSHOT.jar!/
jar:file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-context/0.8.1-SNAPSHOT/nd4j-context-0.8.1-SNAPSHOT.jar!/
jar:file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-native-api/0.8.1-SNAPSHOT/nd4j-native-api-0.8.1-SNAPSHOT.jar!/
jar:file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-parameter-server/0.8.1-SNAPSHOT/nd4j-parameter-server-0.8.1-SNAPSHOT.jar!/
jar:file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-parameter-server-model/0.8.1-SNAPSHOT/nd4j-parameter-server-model-0.8.1-SNAPSHOT.jar!/
jar:file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-api/0.8.1-SNAPSHOT/nd4j-api-0.8.1-SNAPSHOT.jar!/
jar:file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-common/0.8.1-SNAPSHOT/nd4j-common-0.8.1-SNAPSHOT.jar!/
11:14:37.283 [main] INFO  org.reflections.Reflections - Reflections took 50 ms to scan 14 urls, producing 30 keys and 221 values 
11:14:37.338 [main] INFO  o.n.l.a.o.e.DefaultOpExecutioner - Backend used: [CUDA]; OS: [Windows 10]
11:14:37.338 [main] INFO  o.n.l.a.o.e.DefaultOpExecutioner - Cores: [8]; Memory: [16,0GB];
11:14:37.338 [main] INFO  o.n.l.a.o.e.DefaultOpExecutioner - Blas vendor: [CUBLAS]
11:14:37.338 [main] INFO  o.n.l.j.o.e.CudaExecutioner - Device name: [GeForce GTX 1080 Ti]; CC: [6.1]; Total/free memory: [11811160064]
11:14:37.338 [main] INFO  o.n.l.j.o.e.CudaExecutioner - Device name: [GeForce GTX 1080 Ti]; CC: [6.1]; Total/free memory: [11811160064]
11:14:37.411 [main] DEBUG o.n.j.handler.impl.CudaZeroHandler - Creating bucketID: 4
11:14:37.587 [main] DEBUG org.reflections.Reflections - going to scan these urls:
file:/C:/Users/Meikel/.m2/repository/org/javassist/javassist/3.19.0-GA/javassist-3.19.0-GA.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/flycapture/2.11.3.121-1.3.3-SNAPSHOT/flycapture-2.11.3.121-1.3.3-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/com/mashape/unirest/unirest-java/1.4.9/unirest-java-1.4.9.jar
file:/C:/Users/Meikel/.m2/repository/com/typesafe/play/play-netty-server_2.11/2.4.6/play-netty-server_2.11-2.4.6.jar
file:/C:/Users/Meikel/.m2/repository/com/thoughtworks/paranamer/paranamer/2.6/paranamer-2.6.jar
file:/C:/Users/Meikel/.m2/repository/com/twelvemonkeys/common/common-lang/3.1.1/common-lang-3.1.1.jar
file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-api/0.8.1-SNAPSHOT/nd4j-api-0.8.1-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/ch/qos/logback/logback-core/1.1.3/logback-core-1.1.3.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/hdf5/1.10.0-patch1-1.3/hdf5-1.10.0-patch1-1.3-linux-ppc64le.jar
file:/C:/Users/Meikel/.m2/repository/org/jetbrains/kotlin/kotlin-stdlib/1.0.2/kotlin-stdlib-1.0.2.jar
file:/C:/Users/Meikel/.m2/repository/aopalliance/aopalliance/1.0/aopalliance-1.0.jar
file:/C:/Users/Meikel/.m2/repository/org/slf4j/jul-to-slf4j/1.7.12/jul-to-slf4j-1.7.12.jar
file:/C:/Users/Meikel/.m2/repository/com/fasterxml/jackson/core/jackson-annotations/2.4.4/jackson-annotations-2.4.4.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/opencv/3.2.0-1.3.3-SNAPSHOT/opencv-3.2.0-1.3.3-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/org/eclipse/collections/eclipse-collections/7.1.1/eclipse-collections-7.1.1.jar
file:/C:/Users/Meikel/.m2/repository/org/iq80/leveldb/leveldb/0.5/leveldb-0.5.jar
file:/C:/Users/Meikel/.m2/repository/org/scala-stm/scala-stm_2.11/0.7/scala-stm_2.11-0.7.jar
file:/C:/Users/Meikel/.m2/repository/org/deeplearning4j/deeplearning4j-ui-components/0.8.1-SNAPSHOT/deeplearning4j-ui-components-0.8.1-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/org/xerial/sqlite-jdbc/3.15.1/sqlite-jdbc-3.15.1.jar
file:/C:/Users/Meikel/.m2/repository/org/mapdb/mapdb/3.0.2/mapdb-3.0.2.jar
file:/C:/Users/Meikel/.m2/repository/org/slf4j/slf4j-api/1.7.12/slf4j-api-1.7.12.jar
file:/C:/Users/Meikel/.m2/repository/org/nd4j/jackson/0.8.1-SNAPSHOT/jackson-0.8.1-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/org/jetbrains/kotlin/kotlin-runtime/1.0.2/kotlin-runtime-1.0.2.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/opencv/3.2.0-1.3/opencv-3.2.0-1.3-linux-x86.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/libdc1394/2.2.5-1.3.3-SNAPSHOT/libdc1394-2.2.5-1.3.3-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/cuda/8.0-6.0-1.3/cuda-8.0-6.0-1.3-windows-x86_64.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/hdf5-platform/1.10.0-patch1-1.3/hdf5-platform-1.10.0-patch1-1.3.jar
file:/C:/Users/Meikel/.m2/repository/com/twelvemonkeys/imageio/imageio-tiff/3.1.1/imageio-tiff-3.1.1.jar
file:/C:/Users/Meikel/.m2/repository/javax/ws/rs/javax.ws.rs-api/2.0/javax.ws.rs-api-2.0.jar
file:/C:/Users/Meikel/.m2/repository/com/typesafe/akka/akka-persistence-experimental_2.11/2.3.13/akka-persistence-experimental_2.11-2.3.13.jar
file:/C:/Users/Meikel/.m2/repository/com/google/inject/extensions/guice-assistedinject/4.0/guice-assistedinject-4.0.jar
file:/C:/Users/Meikel/.m2/repository/javax/inject/javax.inject/1/javax.inject-1.jar
file:/C:/Users/Meikel/.m2/repository/com/typesafe/play/play-functional_2.11/2.4.6/play-functional_2.11-2.4.6.jar
file:/C:/Users/Meikel/.m2/repository/com/typesafe/config/1.3.0/config-1.3.0.jar
file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-cuda-8.0/0.8.1-SNAPSHOT/nd4j-cuda-8.0-0.8.1-SNAPSHOT-windows-x86_64.jar
file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-base64/0.8.1-SNAPSHOT/nd4j-base64-0.8.1-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/videoinput/0.200-1.3.3-SNAPSHOT/videoinput-0.200-1.3.3-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/com/typesafe/akka/akka-actor_2.11/2.3.13/akka-actor_2.11-2.3.13.jar
file:/C:/Users/Meikel/.m2/repository/org/fusesource/leveldbjni/leveldbjni-linux32/1.5/leveldbjni-linux32-1.5.jar
file:/C:/Users/Meikel/.m2/repository/com/twelvemonkeys/imageio/imageio-metadata/3.1.1/imageio-metadata-3.1.1.jar
file:/C:/Users/Meikel/.m2/repository/com/twelvemonkeys/imageio/imageio-jpeg/3.1.1/imageio-jpeg-3.1.1.jar
file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-common/0.8.1-SNAPSHOT/nd4j-common-0.8.1-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/org/yaml/snakeyaml/1.12/snakeyaml-1.12.jar
file:/C:/Users/Meikel/.m2/repository/com/typesafe/akka/akka-slf4j_2.11/2.3.13/akka-slf4j_2.11-2.3.13.jar
file:/C:/Users/Meikel/.m2/repository/com/typesafe/netty/netty-http-pipelining/1.1.4/netty-http-pipelining-1.1.4.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/opencv/3.2.0-1.3/opencv-3.2.0-1.3-windows-x86_64.jar
file:/C:/Users/Meikel/.m2/repository/com/google/inject/guice/4.0/guice-4.0.jar
file:/C:/Users/Meikel/.m2/repository/com/typesafe/play/play-exceptions/2.4.6/play-exceptions-2.4.6.jar
file:/C:/Users/Meikel/.m2/repository/org/apache/commons/commons-math3/3.4.1/commons-math3-3.4.1.jar
file:/C:/Users/Meikel/.m2/repository/ch/qos/logback/logback-classic/1.1.3/logback-classic-1.1.3.jar
file:/C:/Users/Meikel/.m2/repository/net/jcip/jcip-annotations/1.0/jcip-annotations-1.0.jar
file:/C:/Users/Meikel/.m2/repository/org/deeplearning4j/deeplearning4j-nn/0.8.1-SNAPSHOT/deeplearning4j-nn-0.8.1-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-jackson/0.8.1-SNAPSHOT/nd4j-jackson-0.8.1-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/org/fusesource/leveldbjni/leveldbjni-osx/1.5/leveldbjni-osx-1.5.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/leptonica-platform/1.73-1.3/leptonica-platform-1.73-1.3.jar
file:/C:/Users/Meikel/.m2/repository/com/typesafe/play/build-link/2.4.6/build-link-2.4.6.jar
file:/C:/Users/Meikel/.m2/repository/org/deeplearning4j/deeplearning4j-ui-resources/0.8.1-SNAPSHOT/deeplearning4j-ui-resources-0.8.1-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/org/apache/httpcomponents/httpmime/4.5.2/httpmime-4.5.2.jar
file:/C:/Users/Meikel/.m2/repository/org/reflections/reflections/0.9.10/reflections-0.9.10.jar
file:/C:/Users/Meikel/.m2/repository/com/google/code/findbugs/annotations/2.0.1/annotations-2.0.1.jar
file:/C:/Users/Meikel/.m2/repository/com/twelvemonkeys/common/common-image/3.1.1/common-image-3.1.1.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/leptonica/1.73-1.3/leptonica-1.73-1.3-windows-x86.jar
file:/C:/Users/Meikel/.m2/repository/com/typesafe/akka/akka-contrib_2.11/2.3.13/akka-contrib_2.11-2.3.13.jar
file:/C:/Users/Meikel/.m2/repository/org/deeplearning4j/deeplearning4j-modelimport/0.8.1-SNAPSHOT/deeplearning4j-modelimport-0.8.1-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/commons-net/commons-net/3.1/commons-net-3.1.jar
file:/C:/Users/Meikel/.m2/repository/org/apache/tomcat/tomcat-servlet-api/8.0.21/tomcat-servlet-api-8.0.21.jar
file:/C:/Users/Meikel/.m2/repository/org/springframework/spring-context/4.1.6.RELEASE/spring-context-4.1.6.RELEASE.jar
file:/C:/Users/Meikel/.m2/repository/org/datavec/datavec-data-image/0.8.1-SNAPSHOT/datavec-data-image-0.8.1-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/it/unimi/dsi/fastutil/6.5.7/fastutil-6.5.7.jar
file:/C:/Users/Meikel/.m2/repository/com/twelvemonkeys/common/common-io/3.1.1/common-io-3.1.1.jar
file:/C:/Users/Meikel/.m2/repository/commons-lang/commons-lang/2.6/commons-lang-2.6.jar
file:/C:/Users/Meikel/.m2/repository/javax/validation/validation-api/1.1.0.Final/validation-api-1.1.0.Final.jar
file:/C:/Users/Meikel/.m2/repository/org/scala-lang/modules/scala-java8-compat_2.11/0.3.0/scala-java8-compat_2.11-0.3.0.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/opencv/3.2.0-1.3/opencv-3.2.0-1.3-windows-x86.jar
file:/C:/Users/Meikel/.m2/repository/org/apache/httpcomponents/httpclient/4.5.2/httpclient-4.5.2.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/hdf5/1.10.0-patch1-1.3/hdf5-1.10.0-patch1-1.3-windows-x86_64.jar
file:/C:/Users/Meikel/.m2/repository/com/google/guava/guava/19.0/guava-19.0.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/leptonica/1.73-1.3/leptonica-1.73-1.3-android-arm.jar
file:/C:/Users/Meikel/.m2/repository/org/scala-lang/scala-reflect/2.11.2/scala-reflect-2.11.2.jar
file:/C:/Users/Meikel/.m2/repository/com/typesafe/play/play-java_2.11/2.4.6/play-java_2.11-2.4.6.jar
file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-native-api/0.8.1-SNAPSHOT/nd4j-native-api-0.8.1-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/hdf5/1.10.0-patch1-1.3/hdf5-1.10.0-patch1-1.3-windows-x86.jar
file:/C:/Users/Meikel/.m2/repository/org/deeplearning4j/deeplearning4j-nlp/0.8.1-SNAPSHOT/deeplearning4j-nlp-0.8.1-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/org/apache/httpcomponents/httpcore/4.4.4/httpcore-4.4.4.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/opencv/3.2.0-1.3/opencv-3.2.0-1.3-android-arm.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacv/1.3.3-SNAPSHOT/javacv-1.3.3-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/org/fusesource/leveldbjni/leveldbjni-linux64/1.5/leveldbjni-linux64-1.5.jar
file:/C:/Users/Meikel/.m2/repository/org/deeplearning4j/nearestneighbor-core/0.8.1-SNAPSHOT/nearestneighbor-core-0.8.1-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp/1.3.3-SNAPSHOT/javacpp-1.3.3-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/org/json/json/20160212/json-20160212.jar
file:/C:/Users/Meikel/.m2/repository/com/typesafe/akka/akka-cluster_2.11/2.3.13/akka-cluster_2.11-2.3.13.jar
file:/C:/Users/Meikel/.m2/repository/xerces/xercesImpl/2.11.0/xercesImpl-2.11.0.jar
file:/C:/Users/Meikel/.m2/repository/org/fusesource/leveldbjni/leveldbjni-all/1.7/leveldbjni-all-1.7.jar
file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-cuda-8.0/0.8.1-SNAPSHOT/nd4j-cuda-8.0-0.8.1-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/org/joda/joda-convert/1.7/joda-convert-1.7.jar
file:/C:/Users/Meikel/.m2/repository/org/fusesource/leveldbjni/leveldbjni-win64/1.5/leveldbjni-win64-1.5.jar
file:/C:/Users/Meikel/.m2/repository/org/agrona/Agrona/0.5.4/Agrona-0.5.4.jar
file:/C:/Users/Meikel/.m2/repository/org/eclipse/collections/eclipse-collections-forkjoin/7.1.1/eclipse-collections-forkjoin-7.1.1.jar
file:/C:/Users/Meikel/.m2/repository/com/typesafe/play/play-server_2.11/2.4.6/play-server_2.11-2.4.6.jar
file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-buffer/0.8.1-SNAPSHOT/nd4j-buffer-0.8.1-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/com/twelvemonkeys/imageio/imageio-bmp/3.1.1/imageio-bmp-3.1.1.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/leptonica/1.73-1.3/leptonica-1.73-1.3-windows-x86_64.jar
file:/C:/Users/Meikel/.m2/repository/com/google/protobuf/protobuf-java/2.5.0/protobuf-java-2.5.0.jar
file:/C:/Users/Meikel/.m2/repository/org/eclipse/collections/eclipse-collections-api/7.1.1/eclipse-collections-api-7.1.1.jar
file:/C:/Users/Meikel/.m2/repository/com/typesafe/play/play-iteratees_2.11/2.4.6/play-iteratees_2.11-2.4.6.jar
file:/C:/Users/Meikel/.m2/repository/net/jpountz/lz4/lz4/1.3.0/lz4-1.3.0.jar
file:/C:/Users/Meikel/.m2/repository/com/typesafe/akka/akka-remote_2.11/2.3.13/akka-remote_2.11-2.3.13.jar
file:/C:/Users/Meikel/.m2/repository/javax/transaction/jta/1.1/jta-1.1.jar
file:/C:/Users/Meikel/.m2/repository/com/typesafe/play/play-netty-utils/2.4.6/play-netty-utils-2.4.6.jar
file:/C:/Users/Meikel/.m2/repository/io/aeron/aeron-all/1.0.4/aeron-all-1.0.4.jar
file:/C:/Users/Meikel/Documents/Entwicklungen/Machine-Learning/licence-place-detector/licence-plate-detector/licence-plate-detector-cnn/target/classes/
file:/C:/Users/Meikel/.m2/repository/com/github/jai-imageio/jai-imageio-core/1.3.0/jai-imageio-core-1.3.0.jar
file:/C:/Users/Meikel/.m2/repository/org/uncommons/maths/uncommons-maths/1.2.2a/uncommons-maths-1.2.2a.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/hdf5/1.10.0-patch1-1.3/hdf5-1.10.0-patch1-1.3-macosx-x86_64.jar
file:/C:/Users/Meikel/.m2/repository/org/projectlombok/lombok/1.16.16/lombok-1.16.16.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/cuda/8.0-6.0-1.3/cuda-8.0-6.0-1.3.jar
file:/C:/Users/Meikel/.m2/repository/com/fasterxml/jackson/module/jackson-module-scala_2.11/2.4.4/jackson-module-scala_2.11-2.4.4.jar
file:/C:/Users/Meikel/.m2/repository/org/jboss/logging/jboss-logging/3.2.1.Final/jboss-logging-3.2.1.Final.jar
file:/C:/Users/Meikel/.m2/repository/com/typesafe/play/play-json_2.11/2.4.6/play-json_2.11-2.4.6.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/leptonica/1.73-1.3/leptonica-1.73-1.3.jar
file:/C:/Users/Meikel/.m2/repository/org/springframework/spring-core/4.1.6.RELEASE/spring-core-4.1.6.RELEASE.jar
file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-aeron/0.8.1-SNAPSHOT/nd4j-aeron-0.8.1-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/org/freemarker/freemarker/2.3.23/freemarker-2.3.23.jar
file:/C:/Users/Meikel/.m2/repository/com/twelvemonkeys/imageio/imageio-psd/3.1.1/imageio-psd-3.1.1.jar
file:/C:/Users/Meikel/.m2/repository/commons-logging/commons-logging/1.2/commons-logging-1.2.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/leptonica/1.73-1.3/leptonica-1.73-1.3-android-x86.jar
file:/C:/Users/Meikel/.m2/repository/com/fasterxml/jackson/datatype/jackson-datatype-jsr310/2.4.4/jackson-datatype-jsr310-2.4.4.jar
file:/C:/Users/Meikel/.m2/repository/xml-apis/xml-apis/1.4.01/xml-apis-1.4.01.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/flandmark/1.07-1.3.3-SNAPSHOT/flandmark-1.07-1.3.3-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/org/springframework/spring-beans/4.1.6.RELEASE/spring-beans-4.1.6.RELEASE.jar
file:/C:/Users/Meikel/.m2/repository/org/codehaus/woodstox/stax2-api/3.1.4/stax2-api-3.1.4.jar
file:/C:/Users/Meikel/.m2/repository/org/fusesource/leveldbjni/leveldbjni-win32/1.5/leveldbjni-win32-1.5.jar
file:/C:/Users/Meikel/.m2/repository/org/scala-lang/modules/scala-parser-combinators_2.11/1.0.1/scala-parser-combinators_2.11-1.0.1.jar
file:/C:/Users/Meikel/.m2/repository/org/slf4j/jcl-over-slf4j/1.7.12/jcl-over-slf4j-1.7.12.jar
file:/C:/Users/Meikel/.m2/repository/org/apache/httpcomponents/httpasyncclient/4.1.1/httpasyncclient-4.1.1.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/leptonica/1.73-1.3/leptonica-1.73-1.3-linux-ppc64le.jar
file:/C:/Users/Meikel/.m2/repository/org/fusesource/leveldbjni/leveldbjni/1.7/leveldbjni-1.7.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/libfreenect/0.5.3-1.3.3-SNAPSHOT/libfreenect-0.5.3-1.3.3-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/com/github/stephenc/findbugs/findbugs-annotations/1.3.9-1/findbugs-annotations-1.3.9-1.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/librealsense/1.9.6-1.3.3-SNAPSHOT/librealsense-1.9.6-1.3.3-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-context/0.8.1-SNAPSHOT/nd4j-context-0.8.1-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/com/typesafe/play/play_2.11/2.4.6/play_2.11-2.4.6.jar
file:/C:/Users/Meikel/.m2/repository/com/clearspring/analytics/stream/2.7.0/stream-2.7.0.jar
file:/C:/Users/Meikel/.m2/repository/com/fasterxml/jackson/core/jackson-core/2.4.4/jackson-core-2.4.4.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/opencv/3.2.0-1.3/opencv-3.2.0-1.3-android-x86.jar
file:/C:/Users/Meikel/.m2/repository/com/typesafe/play/twirl-api_2.11/1.1.1/twirl-api_2.11-1.1.1.jar
file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-parameter-server-model/0.8.1-SNAPSHOT/nd4j-parameter-server-model-0.8.1-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/org/apache/commons/commons-compress/1.8/commons-compress-1.8.jar
file:/C:/Users/Meikel/.m2/repository/junit/junit/4.8.2/junit-4.8.2.jar
file:/C:/Users/Meikel/.m2/repository/com/fasterxml/classmate/1.0.0/classmate-1.0.0.jar
file:/C:/Users/Meikel/.m2/repository/com/twelvemonkeys/imageio/imageio-core/3.1.1/imageio-core-3.1.1.jar
file:/C:/Users/Meikel/.m2/repository/commons-io/commons-io/2.4/commons-io-2.4.jar
file:/C:/Users/Meikel/.m2/repository/org/iq80/leveldb/leveldb-api/0.5/leveldb-api-0.5.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/opencv/3.2.0-1.3/opencv-3.2.0-1.3-macosx-x86_64.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/opencv-platform/3.2.0-1.3/opencv-platform-3.2.0-1.3.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/hdf5/1.10.0-patch1-1.3/hdf5-1.10.0-patch1-1.3.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/hdf5/1.10.0-patch1-1.3/hdf5-1.10.0-patch1-1.3-linux-x86_64.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/artoolkitplus/2.3.1-1.3.3-SNAPSHOT/artoolkitplus-2.3.1-1.3.3-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/com/beust/jcommander/1.27/jcommander-1.27.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/libfreenect2/0.2.0-1.3.3-SNAPSHOT/libfreenect2-0.2.0-1.3.3-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/net/ericaro/neoitertools/1.0.0/neoitertools-1.0.0.jar
file:/C:/Users/Meikel/.m2/repository/com/fasterxml/jackson/datatype/jackson-datatype-jdk8/2.4.4/jackson-datatype-jdk8-2.4.4.jar
file:/C:/Users/Meikel/.m2/repository/org/apache/directory/studio/org.apache.commons.codec/1.8/org.apache.commons.codec-1.8.jar
file:/C:/Users/Meikel/.m2/repository/commons-codec/commons-codec/1.10/commons-codec-1.10.jar
file:/C:/Users/Meikel/.m2/repository/org/fusesource/hawtjni/hawtjni-runtime/1.8/hawtjni-runtime-1.8.jar
file:/C:/Users/Meikel/.m2/repository/org/deeplearning4j/deeplearning4j-core/0.8.1-SNAPSHOT/deeplearning4j-core-0.8.1-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/com/fasterxml/jackson/core/jackson-databind/2.4.4/jackson-databind-2.4.4.jar
file:/C:/Users/Meikel/.m2/repository/io/netty/netty/3.10.4.Final/netty-3.10.4.Final.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/opencv/3.2.0-1.3/opencv-3.2.0-1.3-linux-armhf.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/opencv/3.2.0-1.3/opencv-3.2.0-1.3-linux-ppc64le.jar
file:/C:/Users/Meikel/.m2/repository/org/mapdb/elsa/3.0.0-M5/elsa-3.0.0-M5.jar
file:/C:/Users/Meikel/.m2/repository/org/datavec/datavec-api/0.8.1-SNAPSHOT/datavec-api-0.8.1-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-parameter-server-client/0.8.1-SNAPSHOT/nd4j-parameter-server-client-0.8.1-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/org/deeplearning4j/deeplearning4j-ui_2.11/0.8.1-SNAPSHOT/deeplearning4j-ui_2.11-0.8.1-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/org/apache/httpcomponents/httpcore-nio/4.4.4/httpcore-nio-4.4.4.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/hdf5/1.10.0-patch1-1.3/hdf5-1.10.0-patch1-1.3-linux-x86.jar
file:/C:/Users/Meikel/.m2/repository/org/scala-lang/modules/scala-xml_2.11/1.0.1/scala-xml_2.11-1.0.1.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/leptonica/1.73-1.3/leptonica-1.73-1.3-macosx-x86_64.jar
file:/C:/Users/Meikel/.m2/repository/org/scala-lang/scala-library/2.11.6/scala-library-2.11.6.jar
file:/C:/Users/Meikel/.m2/repository/org/apache/commons/commons-lang3/3.3.1/commons-lang3-3.3.1.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/leptonica/1.73-1.3/leptonica-1.73-1.3-linux-x86.jar
file:/C:/Users/Meikel/.m2/repository/org/deeplearning4j/deeplearning4j-ui-model/0.8.1-SNAPSHOT/deeplearning4j-ui-model-0.8.1-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/org/deeplearning4j/deeplearning4j-parallel-wrapper_2.11/0.8.1-SNAPSHOT/deeplearning4j-parallel-wrapper_2.11-0.8.1-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/org/tukaani/xz/1.5/xz-1.5.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/ffmpeg/3.3.2-1.3.3-SNAPSHOT/ffmpeg-3.3.2-1.3.3-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/com/typesafe/play/play-datacommons_2.11/2.4.6/play-datacommons_2.11-2.4.6.jar
file:/C:/Users/Meikel/.m2/repository/org/deeplearning4j/deeplearning4j-play_2.11/0.8.1-SNAPSHOT/deeplearning4j-play_2.11-0.8.1-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/opencv/3.2.0-1.3/opencv-3.2.0-1.3-linux-x86_64.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/leptonica/1.73-1.3/leptonica-1.73-1.3-linux-x86_64.jar
file:/C:/Users/Meikel/.m2/repository/org/hibernate/hibernate-validator/5.0.3.Final/hibernate-validator-5.0.3.Final.jar
file:/C:/Users/Meikel/.m2/repository/net/jodah/typetools/0.4.3/typetools-0.4.3.jar
file:/C:/Users/Meikel/.m2/repository/org/bytedeco/javacpp-presets/leptonica/1.73-1.3/leptonica-1.73-1.3-linux-armhf.jar
file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-parameter-server/0.8.1-SNAPSHOT/nd4j-parameter-server-0.8.1-SNAPSHOT.jar
file:/C:/Users/Meikel/.m2/repository/joda-time/joda-time/2.9.2/joda-time-2.9.2.jar
11:14:39.778 [main] INFO  org.reflections.Reflections - Reflections took 2189 ms to scan 194 urls, producing 3974 keys and 22831 values 
11:14:39.802 [main] DEBUG o.d.nn.conf.NeuralNetConfiguration - Registering class for JSON serialization: org.deeplearning4j.nn.modelimport.keras.preprocessors.TensorFlowCnnToFeedForwardPreProcessor as subtype of org.deeplearning4j.nn.conf.InputPreProcessor
11:14:39.802 [main] DEBUG o.d.nn.conf.NeuralNetConfiguration - Registering class for JSON serialization: org.deeplearning4j.nn.conf.layers.CenterLossOutputLayer as subtype of org.deeplearning4j.nn.conf.layers.Layer
11:14:39.802 [main] DEBUG o.d.nn.conf.NeuralNetConfiguration - Registering class for JSON serialization: org.deeplearning4j.nn.conf.graph.ReshapeVertex as subtype of org.deeplearning4j.nn.conf.graph.GraphVertex
11:14:39.802 [main] DEBUG o.d.nn.conf.NeuralNetConfiguration - Registering class for JSON serialization: org.deeplearning4j.nn.conf.graph.PoolHelperVertex as subtype of org.deeplearning4j.nn.conf.graph.GraphVertex
11:14:39.802 [main] DEBUG o.d.nn.conf.NeuralNetConfiguration - Registering class for JSON serialization: org.deeplearning4j.nn.conf.graph.ShiftVertex as subtype of org.deeplearning4j.nn.conf.graph.GraphVertex
11:14:39.805 [main] DEBUG o.d.nn.conf.NeuralNetConfiguration - Registering class for JSON serialization: org.deeplearning4j.nn.modelimport.keras.preprocessors.TensorFlowCnnToFeedForwardPreProcessor as subtype of org.deeplearning4j.nn.conf.InputPreProcessor
11:14:39.805 [main] DEBUG o.d.nn.conf.NeuralNetConfiguration - Registering class for JSON serialization: org.deeplearning4j.nn.conf.layers.CenterLossOutputLayer as subtype of org.deeplearning4j.nn.conf.layers.Layer
11:14:39.805 [main] DEBUG o.d.nn.conf.NeuralNetConfiguration - Registering class for JSON serialization: org.deeplearning4j.nn.conf.graph.ReshapeVertex as subtype of org.deeplearning4j.nn.conf.graph.GraphVertex
11:14:39.805 [main] DEBUG o.d.nn.conf.NeuralNetConfiguration - Registering class for JSON serialization: org.deeplearning4j.nn.conf.graph.PoolHelperVertex as subtype of org.deeplearning4j.nn.conf.graph.GraphVertex
11:14:39.805 [main] DEBUG o.d.nn.conf.NeuralNetConfiguration - Registering class for JSON serialization: org.deeplearning4j.nn.conf.graph.ShiftVertex as subtype of org.deeplearning4j.nn.conf.graph.GraphVertex
11:14:39.868 [main] INFO  o.d.nn.multilayer.MultiLayerNetwork - Starting MultiLayerNetwork with WorkspaceModes set to [training: NONE; inference: SEPARATE]
11:14:39.898 [main] DEBUG o.n.j.handler.impl.CudaZeroHandler - Creating bucketID: 3
11:14:39.906 [main] DEBUG o.n.j.handler.impl.CudaZeroHandler - Creating bucketID: 2
11:14:39.955 [main] DEBUG o.n.j.handler.impl.CudaZeroHandler - Creating bucketID: 1
11:14:39.956 [main] DEBUG o.n.j.handler.impl.CudaZeroHandler - Creating bucketID: 5
11:14:39.958 [main] DEBUG org.reflections.Reflections - going to scan these urls:
jar:file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-parameter-server-client/0.8.1-SNAPSHOT/nd4j-parameter-server-client-0.8.1-SNAPSHOT.jar!/
jar:file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-buffer/0.8.1-SNAPSHOT/nd4j-buffer-0.8.1-SNAPSHOT.jar!/
jar:file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-base64/0.8.1-SNAPSHOT/nd4j-base64-0.8.1-SNAPSHOT.jar!/
jar:file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-cuda-8.0/0.8.1-SNAPSHOT/nd4j-cuda-8.0-0.8.1-SNAPSHOT-windows-x86_64.jar!/
jar:file:/C:/Users/Meikel/.m2/repository/org/nd4j/jackson/0.8.1-SNAPSHOT/jackson-0.8.1-SNAPSHOT.jar!/
jar:file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-jackson/0.8.1-SNAPSHOT/nd4j-jackson-0.8.1-SNAPSHOT.jar!/
jar:file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-aeron/0.8.1-SNAPSHOT/nd4j-aeron-0.8.1-SNAPSHOT.jar!/
jar:file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-cuda-8.0/0.8.1-SNAPSHOT/nd4j-cuda-8.0-0.8.1-SNAPSHOT.jar!/
jar:file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-context/0.8.1-SNAPSHOT/nd4j-context-0.8.1-SNAPSHOT.jar!/
jar:file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-native-api/0.8.1-SNAPSHOT/nd4j-native-api-0.8.1-SNAPSHOT.jar!/
jar:file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-parameter-server/0.8.1-SNAPSHOT/nd4j-parameter-server-0.8.1-SNAPSHOT.jar!/
jar:file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-parameter-server-model/0.8.1-SNAPSHOT/nd4j-parameter-server-model-0.8.1-SNAPSHOT.jar!/
jar:file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-api/0.8.1-SNAPSHOT/nd4j-api-0.8.1-SNAPSHOT.jar!/
jar:file:/C:/Users/Meikel/.m2/repository/org/nd4j/nd4j-common/0.8.1-SNAPSHOT/nd4j-common-0.8.1-SNAPSHOT.jar!/
11:14:40.028 [main] INFO  org.reflections.Reflections - Reflections took 69 ms to scan 14 urls, producing 412 keys and 1613 values 
11:14:40.039 [main] DEBUG o.n.j.handler.impl.CudaZeroHandler - Creating bucketID: 0
11:14:40.493 [main] INFO  o.n.l.j.compression.CudaThreshold - Setting threshold to [0.001]
11:14:40.671 [main] INFO  o.d.parallelism.ParallelWrapper - Creating new AveragingTraining instance
Train model....
11:14:41.025 [main] INFO  o.d.parallelism.ParallelWrapper - Using workspaceMode SINGLE for training
11:14:41.026 [main] DEBUG o.n.j.c.CudaAffinityManager - Manually mapping thread [54] to device [0], out of [2] devices...
11:14:41.027 [main] DEBUG o.n.j.c.CudaAffinityManager - Manually mapping thread [56] to device [1], out of [2] devices...
11:14:41.027 [main] INFO  o.d.parallelism.ParallelWrapper - Creating asynchronous prefetcher...
11:14:41.029 [main] DEBUG o.n.j.c.CudaAffinityManager - Manually mapping thread [57] to device [0], out of [2] devices...
11:14:41.029 [main] INFO  o.d.parallelism.ParallelWrapper - Starting ParallelWrapper training round...
11:14:41.030 [ADSI prefetch thread] DEBUG o.n.l.memory.abstracts.Nd4jWorkspace - Steps: 10
Label: 'WNRC6503' -> [0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  1.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  1.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  1.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  1.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  1.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  1.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  1.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  1.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00,  0.00]
11:14:42.026 [ADSI prefetch thread] DEBUG o.n.l.memory.abstracts.Nd4jWorkspace - Steps: 17
11:14:42.026 [ADSI prefetch thread] DEBUG o.n.l.memory.abstracts.Nd4jWorkspace - Steps: 17
11:14:42.058 [ParallelWrapper training thread 0] INFO  org.nd4j.nativeblas.Nd4jBlas - Number of threads used for BLAS: 0
11:14:46.142 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 5.0067412047460484
11:14:46.297 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 225 ms
11:14:49.835 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 4.9997010901049155
11:14:49.979 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 225 ms
11:14:53.394 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 5.09660830428489
11:14:53.548 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 241 ms
11:14:57.020 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 5.151321994709948
11:14:57.186 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 258 ms
11:15:00.523 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 5.519218287129771
11:15:00.657 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 216 ms
11:15:04.061 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 4.471908645563168
11:15:04.223 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 222 ms
11:15:07.656 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 2.54889777854429
11:15:07.793 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 201 ms
11:15:11.316 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 2.0198752726724045
11:15:11.462 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 245 ms
11:15:13.351 [ADSI prefetch thread] INFO  o.d.d.i.MultipleEpochsIterator - Epoch 1, number of batches completed 86
11:15:14.730 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 1.0789103876734183
11:15:14.874 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 229 ms
11:15:18.230 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 1.8291864604301278
11:15:18.378 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 228 ms
11:15:21.766 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 1.000771505265328
11:15:21.902 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 205 ms
11:15:25.470 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.7879170165059448
11:15:25.648 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 266 ms
11:15:29.005 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.9500522057411892
11:15:29.149 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 226 ms
11:15:32.616 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.6970593266004147
11:15:32.756 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 220 ms
11:15:36.183 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 1.1410134668881944
11:15:36.329 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 214 ms
11:15:39.733 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.6541849814013339
11:15:39.879 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 242 ms
11:15:43.307 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: NaN
11:15:43.469 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 228 ms
11:15:43.597 [ADSI prefetch thread] INFO  o.d.d.i.MultipleEpochsIterator - Epoch 2, number of batches completed 86
11:15:46.754 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.6747743901103637
11:15:46.908 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 238 ms
11:15:50.498 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.59725869721479
11:15:50.663 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 230 ms
11:15:54.084 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.16148460599030134
11:15:54.259 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 237 ms
11:15:57.800 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.3840012628822877
11:15:57.944 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 226 ms
11:16:01.467 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.3710419630256705
11:16:01.613 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 231 ms
11:16:05.313 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 1.8559786037132127
11:16:05.456 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 203 ms
11:16:09.023 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.3336313664881792
11:16:09.166 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 208 ms
11:16:12.734 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.7244816635445318
11:16:12.877 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 223 ms
11:16:15.436 [ADSI prefetch thread] INFO  o.d.d.i.MultipleEpochsIterator - Epoch 3, number of batches completed 86
11:16:16.242 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.5873972684403882
11:16:16.396 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 220 ms
11:16:20.016 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.4520635220426123
11:16:20.165 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 252 ms
11:16:23.609 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.2326802416680917
11:16:23.768 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 246 ms
11:16:27.349 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.9249210630489908
11:16:27.497 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 237 ms
11:16:31.244 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.5135037634548076
11:16:31.397 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 257 ms
11:16:35.061 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.599804504766749
11:16:35.234 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 259 ms
11:16:38.868 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.5250338059834486
11:16:39.014 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 239 ms
11:16:42.667 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 1.0095058105060088
11:16:42.870 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 283 ms
11:16:46.372 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.32824905773643437
11:16:46.558 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 246 ms
11:16:47.631 [ADSI prefetch thread] INFO  o.d.d.i.MultipleEpochsIterator - Epoch 4, number of batches completed 86
11:16:49.831 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.23785766636710215
11:16:49.966 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 210 ms
11:16:53.708 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.6870697717660519
11:16:53.862 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 219 ms
11:16:57.608 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.5678446119292201
11:16:57.757 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 252 ms
11:17:01.410 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.17817587166470705
11:17:01.562 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 225 ms
11:17:05.158 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.5162944097871911
11:17:05.299 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 215 ms
11:17:09.312 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.7241039731681935
11:17:09.468 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 225 ms
11:17:13.370 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.5704080184562424
11:17:13.532 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 247 ms
11:17:17.187 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.9229353083129854
11:17:17.338 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 244 ms
11:17:20.590 [ADSI prefetch thread] INFO  o.d.d.i.MultipleEpochsIterator - Epoch 5, number of batches completed 86
11:17:20.802 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.5126217177921271
11:17:20.946 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 224 ms
11:17:24.900 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.5750268765294122
11:17:25.048 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 219 ms
11:17:29.267 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.1834297437274235
11:17:29.423 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 253 ms
11:17:33.333 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.23355590339863366
11:17:33.486 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 263 ms
11:17:37.273 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: NaN
11:17:37.428 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 265 ms
11:17:41.221 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.20620435349111468
11:17:41.424 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 267 ms
11:17:45.236 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.5543942224278124
11:17:45.408 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 268 ms
11:17:49.183 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 1.0086583171944277
11:17:49.334 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 218 ms
11:17:53.125 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.7657521310393887
11:17:53.279 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 229 ms
11:17:55.325 [ADSI prefetch thread] INFO  o.d.d.i.MultipleEpochsIterator - Epoch 6, number of batches completed 86
11:17:56.811 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.7016936024705017
11:17:56.958 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 208 ms
11:18:00.732 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 1.382935087863364
11:18:00.897 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 231 ms
11:18:04.562 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.8617920053367147
11:18:04.759 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 258 ms
11:18:08.627 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.647207034160443
11:18:08.799 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 281 ms
11:18:12.615 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.881536729832204
11:18:12.776 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 244 ms
11:18:16.622 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.3736051967849987
11:18:16.792 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 241 ms
11:18:20.578 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 1.1055668525789166
11:18:20.737 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 236 ms
11:18:24.621 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.5031397954817143
11:18:24.780 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 239 ms
11:18:28.624 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: NaN
11:18:28.783 [ADSI prefetch thread] INFO  o.d.d.i.MultipleEpochsIterator - Epoch 7, number of batches completed 86
11:18:28.792 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 242 ms
11:18:32.202 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.5021863173837093
11:18:32.357 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 226 ms
11:18:36.140 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.336298112995265
11:18:36.298 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 256 ms
11:18:40.213 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.10987962140267696
11:18:40.357 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 226 ms
11:18:44.448 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.3112436462558794
11:18:44.615 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 269 ms
11:18:48.500 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.33345331664486677
11:18:48.658 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 277 ms
11:18:52.468 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 1.8070904877169576
11:18:52.694 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 296 ms
11:18:56.374 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.2893241006000357
11:18:56.547 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 244 ms
11:19:00.392 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: 0.6743766616999225
11:19:00.558 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 256 ms
11:19:03.490 [ADSI prefetch thread] INFO  o.d.d.i.MultipleEpochsIterator - Epoch 8, number of batches completed 86
11:19:04.369 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: NaN
11:19:04.528 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 264 ms
11:19:08.660 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: NaN
11:19:08.814 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 238 ms
11:19:12.912 [main] INFO  o.d.parallelism.ParallelWrapper - Averaged score: NaN
11:19:13.078 [main] INFO  o.d.parallelism.ParallelWrapper - Averaging time: 267 ms