Class/Object

org.platanios.tensorflow.api.ops.training.optimizers.schedules

ComposedSchedule

Related Docs: object ComposedSchedule | package schedules

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class ComposedSchedule extends Schedule

Scheduling method helper for composing two existing learning rate scheduling methods.

The resulting learning rate is the initial learning rate after having applied schedule2 on it, and then schedule1.

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Instance Constructors

  1. new ComposedSchedule(schedule1: Schedule, schedule2: Schedule)

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    schedule1

    First scheduling method.

    schedule2

    Second scheduling method.

    Attributes
    protected

Value Members

  1. final def !=(arg0: Any): Boolean

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  2. final def ##(): Int

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  3. final def ==(arg0: Any): Boolean

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  4. def >>(other: Schedule): ComposedSchedule

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    Composes the provided other schedule with this schedule and returns the resulting schedule.

    Composes the provided other schedule with this schedule and returns the resulting schedule.

    Definition Classes
    Schedule
  5. def apply(value: Output, step: Option[variables.Variable]): Output

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    Applies the scheduling method to value, the current iteration in the optimization loop is step and returns the result.

    Applies the scheduling method to value, the current iteration in the optimization loop is step and returns the result.

    value

    Value to change based on this schedule.

    step

    Option containing current iteration in the optimization loop, if one has been provided.

    returns

    Potentially modified value.

    Definition Classes
    ComposedScheduleSchedule
    Annotations
    @throws( ... )
    Exceptions thrown

    IllegalArgumentException If the scheduling method requires a value for step but the provided option is empty.

  6. final def asInstanceOf[T0]: T0

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  7. def clone(): AnyRef

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    Attributes
    protected[java.lang]
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    @throws( ... )
  8. def compose(other: Schedule): ComposedSchedule

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    Composes this schedule with the provided, other schedule and returns the resulting schedule.

    Composes this schedule with the provided, other schedule and returns the resulting schedule.

    Definition Classes
    Schedule
  9. final def eq(arg0: AnyRef): Boolean

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  10. def equals(arg0: Any): Boolean

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  11. def finalize(): Unit

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    protected[java.lang]
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    @throws( classOf[java.lang.Throwable] )
  12. final def getClass(): Class[_]

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  13. def hashCode(): Int

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  14. final def isInstanceOf[T0]: Boolean

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  15. final def ne(arg0: AnyRef): Boolean

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  16. final def notify(): Unit

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  17. final def notifyAll(): Unit

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  18. val schedule1: Schedule

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    First scheduling method.

  19. val schedule2: Schedule

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    Second scheduling method.

  20. final def synchronized[T0](arg0: ⇒ T0): T0

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  21. def toString(): String

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  22. final def wait(): Unit

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    @throws( ... )
  23. final def wait(arg0: Long, arg1: Int): Unit

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    @throws( ... )
  24. final def wait(arg0: Long): Unit

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Inherited from Schedule

Inherited from AnyRef

Inherited from Any

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