org.deeplearning4j.nn.modelimport.keras.layers.core

Class KerasMerge

java.lang.Object

org.deeplearning4j.nn.modelimport.keras.KerasLayer

org.deeplearning4j.nn.modelimport.keras.layers.core.KerasMerge

public class KerasMerge
extends KerasLayer

Nested Class Summary

Nested classes/interfaces inherited from class org.deeplearning4j.nn.modelimport.keras.KerasLayer

KerasLayer.DimOrder

Field Summary

Fields inherited from class org.deeplearning4j.nn.modelimport.keras.KerasLayer

className, conf, dimOrder, dropout, inboundLayerNames, inputShape, kerasMajorVersion, layer, layerName, originalLayerConfig, outboundLayerNames, vertex, weightL1Regularization, weightL2Regularization, weights

Constructor Summary

Constructors

Constructor and Description
KerasMerge(Integer kerasVersion) Pass-through constructor from KerasLayer
KerasMerge(Map<String,Object> layerConfig) Constructor from parsed Keras layer configuration dictionary.
KerasMerge(Map<String,Object> layerConfig, boolean enforceTrainingConfig) Constructor from parsed Keras layer configuration dictionary.
KerasMerge(Map<String,Object> layerConfig, ElementWiseVertex.Op mergeMode, boolean enforceTrainingConfig) Constructor from parsed Keras layer configuration dictionary and merge mode passed in.

Method Summary

Modifier and Type	Method and Description
InputType	getOutputType(InputType... inputType) Get layer output type.

Methods inherited from class org.deeplearning4j.nn.modelimport.keras.KerasLayer

clearCustomLayers, clearLambdaLayers, copyWeightsToLayer, getClassName, getDimOrder, getInboundLayerNames, getInputPreprocessor, getInputShape, getKerasMajorVersion, getLayer, getLayerName, getNInFromConfig, getNumParams, getVertex, getWeights, isInputPreProcessor, isLayer, isValidInboundLayer, isVertex, registerCustomLayer, registerLambdaLayer, setInboundLayerNames, setLayer, setWeights, usesRegularization

Methods inherited from class java.lang.Object

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

Constructor Detail

KerasMerge

public KerasMerge(Integer kerasVersion)
           throws UnsupportedKerasConfigurationException

Pass-through constructor from KerasLayer

Parameters:

kerasVersion - major keras version

Throws:

UnsupportedKerasConfigurationException - Unsupported Keras config

KerasMerge

public KerasMerge(Map<String,Object> layerConfig)
           throws InvalidKerasConfigurationException,
                  UnsupportedKerasConfigurationException

Constructor from parsed Keras layer configuration dictionary.

Parameters:

layerConfig - dictionary containing Keras layer configuration.

Throws:

InvalidKerasConfigurationException - Invalid Keras config

UnsupportedKerasConfigurationException - Unsupported Keras config

KerasMerge

public KerasMerge(Map<String,Object> layerConfig,
                  ElementWiseVertex.Op mergeMode,
                  boolean enforceTrainingConfig)
           throws InvalidKerasConfigurationException,
                  UnsupportedKerasConfigurationException

Constructor from parsed Keras layer configuration dictionary and merge mode passed in.

Parameters:

layerConfig - dictionary containing Keras layer configuration

mergeMode - ElementWiseVertex merge mode

enforceTrainingConfig - whether to enforce training-related configuration options

Throws:

InvalidKerasConfigurationException - Invalid Keras config

UnsupportedKerasConfigurationException - Unsupported Keras config

KerasMerge

public KerasMerge(Map<String,Object> layerConfig,
                  boolean enforceTrainingConfig)
           throws InvalidKerasConfigurationException,
                  UnsupportedKerasConfigurationException

Constructor from parsed Keras layer configuration dictionary.

Parameters:

layerConfig - dictionary containing Keras layer configuration

enforceTrainingConfig - whether to enforce training-related configuration options

Throws:

InvalidKerasConfigurationException - Invalid Keras config

UnsupportedKerasConfigurationException - Unsupported Keras config

Method Detail

getOutputType

public InputType getOutputType(InputType... inputType)

Get layer output type.

Overrides:

getOutputType in class KerasLayer

Parameters:

inputType - Array of InputTypes

Returns:

output type as InputType