org.deeplearning4j.nn.modelimport.keras

Class KerasLayerTest

java.lang.Object

org.deeplearning4j.nn.modelimport.keras.KerasLayerTest

public class KerasLayerTest
extends java.lang.Object

Unit tests for end-to-end Keras layer configuration import.

Field Summary

Fields

Modifier and Type	Field and Description
static java.lang.String	ACTIVATION_DL4J
static java.lang.String	ACTIVATION_KERAS
static java.lang.String	BORDER_MODE_VALID
static double	DROPOUT_DL4J
static double	DROPOUT_KERAS
static double	EPSILON
static WeightInit	INIT_DL4J
static java.lang.String	INIT_KERAS
static java.lang.String	INNER_ACTIVATION_KERAS
static int[]	KERNEL_SIZE
static double	L1_REGULARIZATION
static double	L2_REGULARIZATION
static java.lang.String	LAYER_CLASS_NAME_BATCHNORMALIZATION
static java.lang.String	LAYER_NAME
static double	LSTM_FORGET_BIAS_DOUBLE
static java.lang.String	LSTM_FORGET_BIAS_STR
static boolean	LSTM_UNROLL
static double	MOMENTUM
static int	N_OUT
static PoolingType	POOLING_TYPE
static int[]	STRIDE
static int[]	VALID_PADDING

Constructor Summary

Constructors

Constructor and Description
KerasLayerTest()

Method Summary

Modifier and Type	Method and Description
void	testBuildActivationLayer()
void	testBuildBatchNormalizationLayer()
void	testBuildConvolutionLayer()
void	testBuildDenseLayer()
void	testBuildDropoutLayer()
void	testBuildGravesLstmLayer()
void	testBuildSubsamplingLayer()

Methods inherited from class java.lang.Object

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

Field Detail

ACTIVATION_KERAS

public static final java.lang.String ACTIVATION_KERAS

See Also:

Constant Field Values

INNER_ACTIVATION_KERAS

public static final java.lang.String INNER_ACTIVATION_KERAS

See Also:

Constant Field Values

ACTIVATION_DL4J

public static final java.lang.String ACTIVATION_DL4J

See Also:

Constant Field Values

LAYER_NAME

public static final java.lang.String LAYER_NAME

See Also:

Constant Field Values

INIT_KERAS

public static final java.lang.String INIT_KERAS

See Also:

Constant Field Values

INIT_DL4J

public static final WeightInit INIT_DL4J

L1_REGULARIZATION

public static final double L1_REGULARIZATION

See Also:

Constant Field Values

L2_REGULARIZATION

public static final double L2_REGULARIZATION

See Also:

Constant Field Values

DROPOUT_KERAS

public static final double DROPOUT_KERAS

See Also:

Constant Field Values

DROPOUT_DL4J

public static final double DROPOUT_DL4J

See Also:

Constant Field Values

KERNEL_SIZE

public static final int[] KERNEL_SIZE

STRIDE

public static final int[] STRIDE

POOLING_TYPE

public static final PoolingType POOLING_TYPE

LSTM_FORGET_BIAS_DOUBLE

public static final double LSTM_FORGET_BIAS_DOUBLE

See Also:

Constant Field Values

LSTM_FORGET_BIAS_STR

public static final java.lang.String LSTM_FORGET_BIAS_STR

See Also:

Constant Field Values

LSTM_UNROLL

public static final boolean LSTM_UNROLL

See Also:

Constant Field Values

N_OUT

public static final int N_OUT

See Also:

Constant Field Values

BORDER_MODE_VALID

public static final java.lang.String BORDER_MODE_VALID

See Also:

Constant Field Values

VALID_PADDING

public static final int[] VALID_PADDING

LAYER_CLASS_NAME_BATCHNORMALIZATION

public static final java.lang.String LAYER_CLASS_NAME_BATCHNORMALIZATION

See Also:

Constant Field Values

EPSILON

public static final double EPSILON

See Also:

Constant Field Values

MOMENTUM

public static final double MOMENTUM

See Also:

Constant Field Values

Constructor Detail

KerasLayerTest

public KerasLayerTest()

Method Detail

testBuildActivationLayer

public void testBuildActivationLayer()
                              throws java.lang.Exception

Throws:

java.lang.Exception

testBuildDropoutLayer

public void testBuildDropoutLayer()
                           throws java.lang.Exception

Throws:

java.lang.Exception

testBuildDenseLayer

public void testBuildDenseLayer()
                         throws java.lang.Exception

Throws:

java.lang.Exception

testBuildConvolutionLayer

public void testBuildConvolutionLayer()
                               throws java.lang.Exception

Throws:

java.lang.Exception

testBuildSubsamplingLayer

public void testBuildSubsamplingLayer()
                               throws java.lang.Exception

Throws:

java.lang.Exception

testBuildGravesLstmLayer

public void testBuildGravesLstmLayer()
                              throws java.lang.Exception

Throws:

java.lang.Exception

testBuildBatchNormalizationLayer

public void testBuildBatchNormalizationLayer()
                                      throws java.lang.Exception

Throws:

java.lang.Exception