Uses of Class
org.deeplearning4j.nn.modelimport.keras.config.KerasLayerConfiguration

Packages that use KerasLayerConfiguration

Package	Description
org.deeplearning4j.nn.modelimport.keras
org.deeplearning4j.nn.modelimport.keras.config
org.deeplearning4j.nn.modelimport.keras.layers.convolutional
org.deeplearning4j.nn.modelimport.keras.layers.pooling
org.deeplearning4j.nn.modelimport.keras.layers.recurrent
org.deeplearning4j.nn.modelimport.keras.utils

Uses of KerasLayerConfiguration in org.deeplearning4j.nn.modelimport.keras

Fields in org.deeplearning4j.nn.modelimport.keras declared as KerasLayerConfiguration

Modifier and Type	Field and Description
protected KerasLayerConfiguration	KerasLayer.conf

Uses of KerasLayerConfiguration in org.deeplearning4j.nn.modelimport.keras.config

Subclasses of KerasLayerConfiguration in org.deeplearning4j.nn.modelimport.keras.config

Modifier and Type	Class and Description
class	Keras1LayerConfiguration All relevant property fields of keras 1.x layers.
class	Keras2LayerConfiguration All relevant property fields of keras 2.x layers.

Methods in org.deeplearning4j.nn.modelimport.keras.config that return KerasLayerConfiguration

Modifier and Type	Method and Description
static KerasLayerConfiguration	KerasLayerConfigurationFactory.get(Integer kerasMajorVersion)

Uses of KerasLayerConfiguration in org.deeplearning4j.nn.modelimport.keras.layers.convolutional

Methods in org.deeplearning4j.nn.modelimport.keras.layers.convolutional with parameters of type KerasLayerConfiguration

Modifier and Type	Method and Description
static ConvolutionMode	KerasConvolutionUtils.getConvolutionModeFromConfig(Map<String,Object> layerConfig, KerasLayerConfiguration conf) Get convolution border mode from Keras layer configuration.
static CNN2DFormat	KerasConvolutionUtils.getDataFormatFromConfig(Map<String,Object> layerConfig, KerasLayerConfiguration layerConfiguration) Return the CNN2DFormat from the configuration .
static int[]	KerasConvolutionUtils.getDilationRate(Map<String,Object> layerConfig, int dimension, KerasLayerConfiguration conf, boolean forceDilation) Get atrous / dilation rate from config
static int[]	KerasConvolutionUtils.getKernelSizeFromConfig(Map<String,Object> layerConfig, int dimension, KerasLayerConfiguration conf, int kerasMajorVersion) Get (convolution) kernel size from Keras layer configuration.
static int[]	KerasConvolutionUtils.getPaddingFromBorderModeConfig(Map<String,Object> layerConfig, int dimension, KerasLayerConfiguration conf, int kerasMajorVersion) Get (convolution) padding from Keras layer configuration.
static int[]	KerasConvolutionUtils.getStrideFromConfig(Map<String,Object> layerConfig, int dimension, KerasLayerConfiguration conf) Get (convolution) stride from Keras layer configuration.

Uses of KerasLayerConfiguration in org.deeplearning4j.nn.modelimport.keras.layers.pooling

Methods in org.deeplearning4j.nn.modelimport.keras.layers.pooling with parameters of type KerasLayerConfiguration

Modifier and Type	Method and Description
static int[]	KerasPoolingUtils.mapGlobalPoolingDimensions(String className, KerasLayerConfiguration conf, KerasLayer.DimOrder dimOrder) Map Keras pooling layers to DL4J pooling dimensions.
static PoolingType	KerasPoolingUtils.mapPoolingType(String className, KerasLayerConfiguration conf) Map Keras pooling layers to DL4J pooling types.

Uses of KerasLayerConfiguration in org.deeplearning4j.nn.modelimport.keras.layers.recurrent

Methods in org.deeplearning4j.nn.modelimport.keras.layers.recurrent with parameters of type KerasLayerConfiguration

Modifier and Type	Method and Description
static double	KerasRnnUtils.getRecurrentDropout(KerasLayerConfiguration conf, Map<String,Object> layerConfig) Get recurrent weight dropout from Keras layer configuration.
static boolean	KerasRnnUtils.getUnrollRecurrentLayer(KerasLayerConfiguration conf, Map<String,Object> layerConfig) Get unroll parameter to decide whether to unroll RNN with BPTT or not.

Uses of KerasLayerConfiguration in org.deeplearning4j.nn.modelimport.keras.utils

Methods in org.deeplearning4j.nn.modelimport.keras.utils with parameters of type KerasLayerConfiguration

Modifier and Type	Method and Description
static void	KerasLayerUtils.checkForUnsupportedConfigurations(Map<String,Object> layerConfig, boolean enforceTrainingConfig, KerasLayerConfiguration conf) Checks whether layer config contains unsupported options.
static Activation	KerasActivationUtils.getActivationFromConfig(Map<String,Object> layerConfig, KerasLayerConfiguration conf) Get activation enum value from Keras layer configuration.
static double	KerasLayerUtils.getBiasL1RegularizationFromConfig(Map<String,Object> layerConfig, boolean enforceTrainingConfig, KerasLayerConfiguration conf) Get L1 bias regularization (if any) from Keras bias regularization configuration.
static String	KerasLayerUtils.getClassNameFromConfig(Map<String,Object> layerConfig, KerasLayerConfiguration conf) Get Keras layer class name from Keras layer configuration.
static LayerConstraint	KerasConstraintUtils.getConstraintsFromConfig(Map<String,Object> layerConfig, String constraintField, KerasLayerConfiguration conf, int kerasMajorVersion) Get constraint initialization from Keras layer configuration.
static KerasLayer.DimOrder	KerasLayerUtils.getDimOrderFromConfig(Map<String,Object> layerConfig, KerasLayerConfiguration conf) Get Keras (backend) dimension order from Keras layer configuration.
static double	KerasLayerUtils.getDropoutFromConfig(Map<String,Object> layerConfig, KerasLayerConfiguration conf) Get dropout from Keras layer configuration.
static boolean	KerasLayerUtils.getHasBiasFromConfig(Map<String,Object> layerConfig, KerasLayerConfiguration conf) Determine if layer should be instantiated with bias
static IActivation	KerasActivationUtils.getIActivationFromConfig(Map<String,Object> layerConfig, KerasLayerConfiguration conf) Get activation function from Keras layer configuration.
static List<String>	KerasLayerUtils.getInboundLayerNamesFromConfig(Map<String,Object> layerConfig, KerasLayerConfiguration conf) Get list of inbound layers from Keras layer configuration.
static Map<String,Object>	KerasLayerUtils.getInnerLayerConfigFromConfig(Map<String,Object> layerConfig, KerasLayerConfiguration conf) Get inner layer config from Keras layer configuration.
static int[]	KerasLayerUtils.getInputShapeFromConfig(Map<String,Object> layerConfig, KerasLayerConfiguration conf) Get Keras input shape from Keras layer configuration.
static KerasLayer	KerasLayerUtils.getKerasLayerFromConfig(Map<String,Object> layerConfig, boolean enforceTrainingConfig, KerasLayerConfiguration conf, Map<String,Class<? extends KerasLayer>> customLayers, Map<String,SameDiffLambdaLayer> lambdaLayers, Map<String,? extends KerasLayer> previousLayers) Build KerasLayer from a Keras layer configuration.
static KerasLayer	KerasLayerUtils.getKerasLayerFromConfig(Map<String,Object> layerConfig, KerasLayerConfiguration conf, Map<String,Class<? extends KerasLayer>> customLayers, Map<String,SameDiffLambdaLayer> lambdaLayers, Map<String,? extends KerasLayer> previousLayers) Build KerasLayer from a Keras layer configuration.
static String	KerasLayerUtils.getLayerNameFromConfig(Map<String,Object> layerConfig, KerasLayerConfiguration conf) Get layer name from Keras layer configuration.
static double	KerasLayerUtils.getMaskingValueFromConfig(Map<String,Object> layerConfig, KerasLayerConfiguration conf) Get mask value
static Integer	KerasLayerUtils.getNInFromInputDim(Map<String,Object> layerConfig, KerasLayerConfiguration conf)
static int	KerasLayerUtils.getNOutFromConfig(Map<String,Object> layerConfig, KerasLayerConfiguration conf) Get number of outputs from Keras layer configuration.
static List<String>	KerasLayerUtils.getOutboundLayerNamesFromConfig(Map<String,Object> layerConfig, KerasLayerConfiguration conf) Get list of inbound layers from Keras layer configuration.
static Map<String,Object>	KerasLayerUtils.getTimeDistributedLayerConfig(Map<String,Object> layerConfig, KerasLayerConfiguration conf) Extract inner layer config from TimeDistributed configuration and merge it into the outer config.
static IWeightInit	KerasInitilizationUtils.getWeightInitFromConfig(Map<String,Object> layerConfig, String initField, boolean enforceTrainingConfig, KerasLayerConfiguration conf, int kerasMajorVersion) Get weight initialization from Keras layer configuration.
static double	KerasRegularizerUtils.getWeightRegularizerFromConfig(Map<String,Object> layerConfig, KerasLayerConfiguration conf, String configField, String regularizerType) Get weight regularization from Keras weight regularization configuration.
static boolean	KerasLayerUtils.getZeroMaskingFromConfig(Map<String,Object> layerConfig, KerasLayerConfiguration conf) Get zero masking flag
static LayerConstraint	KerasConstraintUtils.mapConstraint(String kerasConstraint, KerasLayerConfiguration conf, Map<String,Object> constraintConfig) Map Keras to DL4J constraint.
static ILossFunction	KerasLossUtils.mapLossFunction(String kerasLoss, KerasLayerConfiguration conf) Map Keras to DL4J loss functions.
static Activation	KerasActivationUtils.mapToActivation(String kerasActivation, KerasLayerConfiguration conf) Map Keras to DL4J activation functions.
static IActivation	KerasActivationUtils.mapToIActivation(String kerasActivation, KerasLayerConfiguration conf) Map Keras to DL4J activation functions.
static IWeightInit	KerasInitilizationUtils.mapWeightInitialization(String kerasInit, KerasLayerConfiguration conf, Map<String,Object> initConfig, int kerasMajorVersion) Map Keras to DL4J weight initialization functions.
static void	KerasLayerUtils.removeDefaultWeights(Map<String,INDArray> weights, KerasLayerConfiguration conf) Remove weights from config after weight setting.