org.deeplearning4j.nn.updater

Class TestUpdaters

java.lang.Object

org.deeplearning4j.nn.updater.TestUpdaters

public class TestUpdaters
extends java.lang.Object

Field Summary

Fields

Modifier and Type	Field and Description
protected org.nd4j.linalg.api.ndarray.INDArray	biasGradient
protected double	epsilon
protected org.nd4j.linalg.api.ndarray.INDArray	gradExpected
protected Gradient	gradient
protected java.lang.String	key
protected int	nIn
protected int	nOut
protected org.nd4j.linalg.api.ndarray.INDArray	val
protected org.nd4j.linalg.api.ndarray.INDArray	vbiasGradient
protected org.nd4j.linalg.api.ndarray.INDArray	weightGradient

Constructor Summary

Constructors

Constructor and Description
TestUpdaters()

Method Summary

Modifier and Type	Method and Description
void	beforeDo()
void	testAdaDeltaUpdate()
void	testAdaGradUpdater()
void	testAdamUpdater()
void	testEpsilon()
void	testEpsilonAllUpdaters()
void	testMultiLayerUpdater()
void	testNestorovsUpdater()
void	testNoOpUpdater()
void	testPretrain()
void	testRMSPropUpdater()
void	testSetGetUpdater()
void	testSetGetUpdater2()
void	testSGDUpdater()

Methods inherited from class java.lang.Object

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

Field Detail

nIn

protected int nIn

nOut

protected int nOut

epsilon

protected double epsilon

weightGradient

protected org.nd4j.linalg.api.ndarray.INDArray weightGradient

biasGradient

protected org.nd4j.linalg.api.ndarray.INDArray biasGradient

vbiasGradient

protected org.nd4j.linalg.api.ndarray.INDArray vbiasGradient

gradient

protected Gradient gradient

val

protected org.nd4j.linalg.api.ndarray.INDArray val

gradExpected

protected org.nd4j.linalg.api.ndarray.INDArray gradExpected

key

protected java.lang.String key

Constructor Detail

TestUpdaters

public TestUpdaters()

Method Detail

beforeDo

public void beforeDo()

testAdaDeltaUpdate

public void testAdaDeltaUpdate()

testAdaGradUpdater

public void testAdaGradUpdater()

testAdamUpdater

public void testAdamUpdater()

testNestorovsUpdater

public void testNestorovsUpdater()

testRMSPropUpdater

public void testRMSPropUpdater()

testSGDUpdater

public void testSGDUpdater()

testNoOpUpdater

public void testNoOpUpdater()

testMultiLayerUpdater

public void testMultiLayerUpdater()
                           throws java.lang.Exception

Throws:

java.lang.Exception

testSetGetUpdater

public void testSetGetUpdater()

testSetGetUpdater2

public void testSetGetUpdater2()

testEpsilon

public void testEpsilon()

testPretrain

public void testPretrain()

testEpsilonAllUpdaters

public void testEpsilonAllUpdaters()