weka.dl4j.layers

Class DepthwiseConvolution2DLayer

java.lang.Object

weka.dl4j.layers.Layer<T>

weka.dl4j.layers.FeedForwardLayer<org.deeplearning4j.nn.conf.layers.DepthwiseConvolution2D>

weka.dl4j.layers.DepthwiseConvolution2DLayer

All Implemented Interfaces:

java.io.Serializable, weka.core.OptionHandler, ApiWrapper<org.deeplearning4j.nn.conf.layers.DepthwiseConvolution2D>

public class DepthwiseConvolution2DLayer
extends FeedForwardLayer<org.deeplearning4j.nn.conf.layers.DepthwiseConvolution2D>
implements weka.core.OptionHandler, java.io.Serializable

A version of DeepLearning4j's DepthwiseConvolution2DLayer that implements WEKA option handling.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
DepthwiseConvolution2DLayer() Constructor for setting some defaults.

Method Summary

Modifier and Type	Method and Description
ConvolutionMode	getConvolutionMode()
AlgoMode	getCudnnAlgoMode()
java.lang.String[]	getOptions() Gets the current settings of the Classifier.
java.lang.String	globalInfo() Global info.
void	initializeBackend() Initialize the DL4J backend.
java.util.Enumeration<weka.core.Option>	listOptions() Returns an enumeration describing the available options.
void	setConvolutionMode(ConvolutionMode convolutionMode)
void	setCudnnAlgoMode(AlgoMode cudnnAlgoMode)
void	setOptions(java.lang.String[] options) Parses a given list of options.

Methods inherited from class weka.dl4j.layers.FeedForwardLayer

getActivationFunction, getNOut, setActivationFunction, setNOut

Methods inherited from class weka.dl4j.layers.Layer

create, getBackend, getLayerName, setBackend, setLayerName

Methods inherited from class java.lang.Object

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

Methods inherited from interface weka.core.OptionHandler

makeCopy

Constructor Detail

DepthwiseConvolution2DLayer

public DepthwiseConvolution2DLayer()

Constructor for setting some defaults.

Method Detail

initializeBackend

public void initializeBackend()

Description copied from interface: ApiWrapper

Initialize the DL4J backend.

Specified by:

initializeBackend in interface ApiWrapper<org.deeplearning4j.nn.conf.layers.DepthwiseConvolution2D>

globalInfo

public java.lang.String globalInfo()

Global info.

Returns:

string describing this class.

getConvolutionMode

@OptionMetadata(displayName="convolution mode",
                description="The convolution mode (default = Truncate).",
                commandLineParamName="mode",
                commandLineParamSynopsis="-mode <string>",
                displayOrder=2)
public ConvolutionMode getConvolutionMode()

setConvolutionMode

public void setConvolutionMode(ConvolutionMode convolutionMode)

getCudnnAlgoMode

@OptionMetadata(displayName="CudnnAlgoMode",
                description="The Cudnn algo mode (default = PREFER_FASTEST).",
                commandLineParamName="cudnnAlgoMode",
                commandLineParamSynopsis="-cudnnAlgoMode <string>",
                displayOrder=3)
public AlgoMode getCudnnAlgoMode()

setCudnnAlgoMode

public void setCudnnAlgoMode(AlgoMode cudnnAlgoMode)

listOptions

public java.util.Enumeration<weka.core.Option> listOptions()

Returns an enumeration describing the available options.

Specified by:

listOptions in interface weka.core.OptionHandler

Overrides:

listOptions in class FeedForwardLayer<org.deeplearning4j.nn.conf.layers.DepthwiseConvolution2D>

Returns:

an enumeration of all the available options.

getOptions

public java.lang.String[] getOptions()

Gets the current settings of the Classifier.

Specified by:

getOptions in interface weka.core.OptionHandler

Overrides:

getOptions in class FeedForwardLayer<org.deeplearning4j.nn.conf.layers.DepthwiseConvolution2D>

Returns:

an array of strings suitable for passing to setOptions

setOptions

public void setOptions(java.lang.String[] options)
                throws java.lang.Exception

Parses a given list of options.

Specified by:

setOptions in interface weka.core.OptionHandler

Overrides:

setOptions in class FeedForwardLayer<org.deeplearning4j.nn.conf.layers.DepthwiseConvolution2D>

Parameters:

options - the list of options as an array of strings

Throws:

java.lang.Exception - if an option is not supported