weka.dl4j.schedules

Class PolySchedule

java.lang.Object

weka.dl4j.schedules.Schedule<org.nd4j.linalg.schedule.PolySchedule>

weka.dl4j.schedules.PolySchedule

All Implemented Interfaces:

java.io.Serializable, weka.core.OptionHandler, ApiWrapper<org.nd4j.linalg.schedule.PolySchedule>

public class PolySchedule
extends Schedule<org.nd4j.linalg.schedule.PolySchedule>

Polynomial decay schedule for learning rates.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
PolySchedule()

Method Summary

Modifier and Type	Method and Description
int	getMaxIter()
java.lang.String[]	getOptions() Gets the current settings of the Classifier.
double	getPower()
void	initializeBackend() Initialize the DL4J backend.
java.util.Enumeration<weka.core.Option>	listOptions() Returns an enumeration describing the available options.
void	setBackend(org.nd4j.linalg.schedule.PolySchedule newBackend) Set the DL4J backend.
void	setMaxIter(int maxIter)
void	setOptions(java.lang.String[] options) Parses a given list of options.
void	setPower(double power)

Methods inherited from class weka.dl4j.schedules.Schedule

create, getBackend, getInitialValue, getScheduleType, setInitialValue, setScheduleType

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

PolySchedule

public PolySchedule()

Method Detail

getMaxIter

@OptionMetadata(displayName="maxIter",
                description="The maxIter value (default = 10). Should be set to numEpochs.",
                commandLineParamName="maxIter",
                commandLineParamSynopsis="-maxIter <maxIter>",
                displayOrder=2)
public int getMaxIter()

setMaxIter

public void setMaxIter(int maxIter)

getPower

@OptionMetadata(displayName="power",
                description="The power value (default = 1.0).",
                commandLineParamName="power",
                commandLineParamSynopsis="-power <double>",
                displayOrder=3)
public double getPower()

setPower

public void setPower(double power)

initializeBackend

public void initializeBackend()

Description copied from interface: ApiWrapper

Initialize the DL4J backend.

setBackend

public void setBackend(org.nd4j.linalg.schedule.PolySchedule newBackend)

Description copied from interface: ApiWrapper

Set the DL4J backend.

Parameters:

newBackend - Backend that should be wrapped by this class

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 Schedule<org.nd4j.linalg.schedule.PolySchedule>

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 Schedule<org.nd4j.linalg.schedule.PolySchedule>

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 Schedule<org.nd4j.linalg.schedule.PolySchedule>

Parameters:

options - the list of options as an array of strings

Throws:

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