edobm
/ gist:228bda357bcce87096ec496295a258b1
Created
July 24, 2017 13:30
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| **** Usage: | |
| net.setListeners(new ConvolutionalIterationListener(10) ); | |
| **** Exception | |
| Exception in thread "main" java.lang.IllegalArgumentException: bound must be positive | |
| at java.util.Random.nextInt(Random.java:388) | |
| at org.deeplearning4j.ui.weights.ConvolutionalIterationListener.iterationDone(ConvolutionalIterationListener.java:138) | |
| at org.deeplearning4j.optimize.solvers.StochasticGradientDescent.optimize(StochasticGradientDescent.java:90) | |
| at org.deeplearning4j.optimize.Solver.optimize(Solver.java:53) | |
| at org.deeplearning4j.nn.multilayer.MultiLayerNetwork.fit(MultiLayerNetwork.java:1160) |
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| *** 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; |
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| Examples labeled as AAA3228 classified by model as AICBV8107: 43 times | |
| ==========================Scores======================================== | |
| # of classes: 21440 | |
| Accuracy: 0.0000 | |
| Precision: 0.0000 (21439 classes excluded from average) | |
| Recall: 0.0000 (21439 classes excluded from average) | |
| F1 Score: NaN (21440 classes excluded from average) | |
| Precision, recall & F1: macro-averaged (equally weighted avg. of 21440 classes) |
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| 18:18:21.092 [main] INFO org.nd4j.linalg.factory.Nd4jBackend - Loaded [JCublasBackend] backend | |
| 18:18:22.285 [main] INFO org.nd4j.nativeblas.NativeOpsHolder - Number of threads used for NativeOps: 32 | |
| 18:18:22.684 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]... | |
| 18:18:22.688 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]... | |
| 18:18:22.691 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]... | |
| 18:18:22.694 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]... | |
| 18:18:22.696 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]... | |
| 18:18:22.698 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]... | |
| 18:18:22.701 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]... | |
| 18:18:22.703 [main] DEBUG o.n.j.a.c.imp |
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| public class Detector { | |
| int slots = 8; // Max character columns per row | |
| int height = 64; | |
| int width = 128; | |
| int channels = 1; | |
| protected double splitTrainTest = 0.9; | |
| protected static int epochs = 100; // 30, 40 | |
| boolean save = true; |
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| 07:11:34.318 [main] INFO org.nd4j.linalg.factory.Nd4jBackend - Loaded [JCublasBackend] backend | |
| 07:11:35.543 [main] INFO org.nd4j.nativeblas.NativeOpsHolder - Number of threads used for NativeOps: 32 | |
| 07:11:35.953 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]... | |
| 07:11:35.957 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]... | |
| 07:11:35.959 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]... | |
| 07:11:35.961 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]... | |
| 07:11:35.963 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]... | |
| 07:11:35.965 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]... | |
| 07:11:35.968 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]... | |
| 07:11:35.970 [main] DEBUG o.n.j.a.c.imp |
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| package com.arvato.lpd.cnn; | |
| import java.io.File; | |
| import java.io.FileWriter; | |
| import java.io.IOException; | |
| import java.text.DecimalFormat; | |
| import java.text.NumberFormat; | |
| import java.util.HashMap; | |
| import java.util.List; | |
| import java.util.Locale; |
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| 15:27:55.774 [main] INFO org.nd4j.linalg.factory.Nd4jBackend - Loaded [JCublasBackend] backend | |
| 15:28:55.798 [main] INFO org.nd4j.nativeblas.NativeOpsHolder - Number of threads used for NativeOps: 32 | |
| 15:28:56.654 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]... | |
| 15:28:56.692 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]... | |
| 15:28:56.704 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]... | |
| 15:28:56.716 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]... | |
| 15:28:56.732 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]... | |
| 15:28:56.744 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]... | |
| 15:28:56.756 [main] DEBUG o.n.j.a.c.impl.BasicContextPool - Creating new stream for thread: [1], device: [0]... | |
| 15:28:56.774 [main] DEBUG o.n.j.a.c.imp |
edobm
/ gist:e808cfb6c3911862d1561c132ce52c98
Created
July 18, 2017 06:57
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| *** Some fields *** | |
| int SLOTS = 10; // Max character columns per row | |
| int height = 64; | |
| int width = 128; | |
| int channels = 1; | |
| protected double splitTrainTest = 0.9; | |
| protected static int epochs = 60; // 30, 40 | |
| int seed = 781976; |
edobm
/ gist:cd6e90ba98074d47c37583b441450341
Created
July 17, 2017 14:15
Exception with custom input vector 1x390
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| ** Code Changes** | |
| dataIter = new RecordReaderDataSetIterator(recordReader, batchSize, 1, 10 * 39); | |
| scaler.fit(dataIter); | |
| dataIter.setPreProcessor(scaler); | |
| net.fit(dataIter); | |
| ** Exception being thrown now on 0.8.1-SNAPSHOT ** | |
| Train model.... | |
| 16:11:15.087 [ADSI prefetch thread] DEBUG o.n.l.memory.abstracts.Nd4jWorkspace - Steps: 6 | |
| Exception in thread "ADSI prefetch thread" java.lang.RuntimeException: java.lang.UnsupportedOperationException |
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