weka.dl4j.schedules

Class InverseSchedule

java.lang.Object

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

weka.dl4j.schedules.InverseSchedule

All Implemented Interfaces:

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

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

Inverse exponential schedule for learning rates.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
InverseSchedule()

Method Summary

Modifier and Type	Method and Description
org.nd4j.linalg.schedule.InverseSchedule	getBackend() Access the DL4J backend.
double	getGamma()
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.InverseSchedule newBackend) Set the DL4J backend.
void	setGamma(double gamma)
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, 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

InverseSchedule

public InverseSchedule()

Method Detail

getGamma

@OptionMetadata(displayName="gamma",
                description="The gamma value (default = 0.99).",
                commandLineParamName="gamma",
                commandLineParamSynopsis="-gamma <double>",
                displayOrder=2)
public double getGamma()

setGamma

public void setGamma(double gamma)

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)

getBackend

public org.nd4j.linalg.schedule.InverseSchedule getBackend()

Description copied from interface: ApiWrapper

Access the DL4J backend.

Specified by:

getBackend in interface ApiWrapper<org.nd4j.linalg.schedule.InverseSchedule>

Overrides:

getBackend in class Schedule<org.nd4j.linalg.schedule.InverseSchedule>

Returns:

DL4J backend for this wrapper

setBackend

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

Description copied from interface: ApiWrapper

Set the DL4J backend.

Parameters:

newBackend - Backend that should be wrapped by this class

initializeBackend

public void initializeBackend()

Description copied from interface: ApiWrapper

Initialize the DL4J backend.

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.InverseSchedule>

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.InverseSchedule>

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.InverseSchedule>

Parameters:

options - the list of options as an array of strings

Throws:

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