org.deeplearning4j.spark.impl.paramavg

Class TestSparkMultiLayerParameterAveraging

java.lang.Object

org.deeplearning4j.spark.BaseSparkTest

org.deeplearning4j.spark.impl.paramavg.TestSparkMultiLayerParameterAveraging

All Implemented Interfaces:

java.io.Serializable

public class TestSparkMultiLayerParameterAveraging
extends BaseSparkTest

Created by agibsonccc on 1/18/15.

See Also:

Serialized Form

Field Summary

Fields inherited from class org.deeplearning4j.spark.BaseSparkTest

data, input, labels, nIn, nOut, nRows, rowSums, sc, sparkData

Constructor Summary

Constructors

Constructor and Description
TestSparkMultiLayerParameterAveraging()

Method Summary

Modifier and Type	Method and Description
void	testDistributedScoring()
void	testEvaluation()
void	testFitViaStringPaths()
void	testFitViaStringPathsCompGraph()
void	testFitViaStringPathsSize1()
void	testFromSvmLight()
void	testFromSvmLightBackprop()
void	testIterationCounts()
void	testIterationCountsGraph()
void	testParameterAveragingMultipleExamplesPerDataSet()
void	testROC()
void	testROCMultiClass()
void	testRunIteration()
void	testSeedRepeatability()
void	testSmallAmountOfData()
void	testUpdaters()
void	testVaePretrainSimple()
void	testVaePretrainSimpleCG()

Methods inherited from class org.deeplearning4j.spark.BaseSparkTest

after, before, getBasicConf, getBasicNetwork, getBasicSparkDataSet, getContext, numExecutors

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

TestSparkMultiLayerParameterAveraging

public TestSparkMultiLayerParameterAveraging()

Method Detail

testFromSvmLightBackprop

public void testFromSvmLightBackprop()
                              throws java.lang.Exception

Throws:

java.lang.Exception

testFromSvmLight

public void testFromSvmLight()
                      throws java.lang.Exception

Throws:

java.lang.Exception

testRunIteration

public void testRunIteration()

testUpdaters

public void testUpdaters()

testEvaluation

public void testEvaluation()

testSmallAmountOfData

public void testSmallAmountOfData()

testDistributedScoring

public void testDistributedScoring()

testParameterAveragingMultipleExamplesPerDataSet

public void testParameterAveragingMultipleExamplesPerDataSet()
                                                      throws java.lang.Exception

Throws:

java.lang.Exception

testFitViaStringPaths

public void testFitViaStringPaths()
                           throws java.lang.Exception

Throws:

java.lang.Exception

testFitViaStringPathsSize1

public void testFitViaStringPathsSize1()
                                throws java.lang.Exception

Throws:

java.lang.Exception

testFitViaStringPathsCompGraph

public void testFitViaStringPathsCompGraph()
                                    throws java.lang.Exception

Throws:

java.lang.Exception

testSeedRepeatability

public void testSeedRepeatability()
                           throws java.lang.Exception

Throws:

java.lang.Exception

testIterationCounts

public void testIterationCounts()
                         throws java.lang.Exception

Throws:

java.lang.Exception

testIterationCountsGraph

public void testIterationCountsGraph()
                              throws java.lang.Exception

Throws:

java.lang.Exception

testVaePretrainSimple

public void testVaePretrainSimple()

testVaePretrainSimpleCG

public void testVaePretrainSimpleCG()

testROC

public void testROC()

testROCMultiClass

public void testROCMultiClass()