Package org.nd4j.linalg.schedule

Class CycleSchedule

java.lang.Object

org.nd4j.linalg.schedule.CycleSchedule

All Implemented Interfaces:

Serializable, Cloneable, ISchedule

public class CycleSchedule
extends Object
implements ISchedule

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor	Description
CycleSchedule(ScheduleType scheduleType, double initialLearningRate, double maxLearningRate, int cycleLength, int annealingLength, double annealingDecay)
CycleSchedule(ScheduleType scheduleType, double maxLearningRate, int cycleLength)

Method Summary

Modifier and Type	Method	Description
ISchedule	clone()
double	valueAt(int iteration, int epoch)

Methods inherited from class java.lang.Object

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

Constructor Detail

CycleSchedule

public CycleSchedule(ScheduleType scheduleType,
                     double initialLearningRate,
                     double maxLearningRate,
                     int cycleLength,
                     int annealingLength,
                     double annealingDecay)

CycleSchedule

public CycleSchedule(ScheduleType scheduleType,
                     double maxLearningRate,
                     int cycleLength)

Method Detail

valueAt

public double valueAt(int iteration,
                      int epoch)

Specified by:

valueAt in interface ISchedule

Parameters:

iteration - Current iteration number. Starts at 0

epoch - Current epoch number. Starts at 0

Returns:

Value at the current iteration/epoch for this schedule

clone

public ISchedule clone()

Specified by:

clone in interface ISchedule

Overrides:

clone in class Object