org.deeplearning4j.nn.modelimport.keras.layers.local

Class KerasLocallyConnected1D

java.lang.Object

org.deeplearning4j.nn.modelimport.keras.KerasLayer

org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolution

org.deeplearning4j.nn.modelimport.keras.layers.local.KerasLocallyConnected1D

public class KerasLocallyConnected1D
extends KerasConvolution

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.layers.convolutional.KerasConvolution

hasBias, numTrainableParams

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
KerasLocallyConnected1D(Integer kerasVersion) Pass-through constructor from KerasLayer
KerasLocallyConnected1D(Map<String,Object> layerConfig) Constructor from parsed Keras layer configuration dictionary.
KerasLocallyConnected1D(Map<String,Object> layerConfig, boolean enforceTrainingConfig) Constructor from parsed Keras layer configuration dictionary.

Method Summary

Modifier and Type	Method and Description
LocallyConnected1D	getLocallyConnected1DLayer() Get DL4J LocallyConnected1D layer.
InputType	getOutputType(InputType... inputType) Get layer output type.
void	setWeights(Map<String,INDArray> weights) Set weights for 1D locally connected layer.

Methods inherited from class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolution

getConvParameterValues, getNumParams

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

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

Methods inherited from class java.lang.Object

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

Constructor Detail

KerasLocallyConnected1D

public KerasLocallyConnected1D(Integer kerasVersion)
                        throws UnsupportedKerasConfigurationException

Pass-through constructor from KerasLayer

Parameters:

kerasVersion - major keras version

Throws:

UnsupportedKerasConfigurationException - Unsupported Keras config

KerasLocallyConnected1D

public KerasLocallyConnected1D(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

KerasLocallyConnected1D

public KerasLocallyConnected1D(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

getLocallyConnected1DLayer

public LocallyConnected1D getLocallyConnected1DLayer()

Get DL4J LocallyConnected1D layer.

Returns:

Locally connected 1D layer.

getOutputType

public InputType getOutputType(InputType... inputType)
                        throws InvalidKerasConfigurationException

Get layer output type.

Overrides:

getOutputType in class KerasLayer

Parameters:

inputType - Array of InputTypes

Returns:

output type as InputType

Throws:

InvalidKerasConfigurationException - Invalid Keras config

setWeights

public void setWeights(Map<String,INDArray> weights)
                throws InvalidKerasConfigurationException

Set weights for 1D locally connected layer.

Overrides:

setWeights in class KerasConvolution

Parameters:

weights - Map from parameter name to INDArray.

Throws:

InvalidKerasConfigurationException