com.intel.analytics.bigdl.optim.SGD

SequentialSchedule

case class SequentialSchedule(iterationPerEpoch: Int) extends LearningRateSchedule with Product with Serializable

Stack several learning rate schedulers.

iterationPerEpoch

iteration numbers per epoch

Linear Supertypes
Serializable, Serializable, Product, Equals, LearningRateSchedule, AnyRef, Any
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Inherited
  1. SequentialSchedule
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. LearningRateSchedule
  7. AnyRef
  8. Any
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Instance Constructors

  1. new SequentialSchedule(iterationPerEpoch: Int)

    iterationPerEpoch

    iteration numbers per epoch

Value Members

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

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  3. final def ##(): Int

    Definition Classes
    AnyRef → Any

  4. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  6. def add(schedule: LearningRateSchedule, maxIteration: Int): SequentialSchedule.this.type

    Add a learning rate scheduler to the contained schedules

    Add a learning rate scheduler to the contained schedules

    schedule

    learning rate scheduler to be add

    maxIteration

    iteration numbers this scheduler will run

    returns

    this container

  7. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  8. def clone(): AnyRef

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  9. var cur: Int

  10. var currentRate: Double

    Definition Classes
    LearningRateSchedule

  11. final def eq(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  12. def finalize(): Unit

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  13. final def getClass(): Class[_]

    Definition Classes
    AnyRef → Any

  14. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

  15. val iterationPerEpoch: Int

    iteration numbers per epoch

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

    Definition Classes
    AnyRef

  17. final def notify(): Unit

    Definition Classes
    AnyRef

  18. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  19. val schedules: ArrayBuffer[LearningRateSchedule]

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

    Definition Classes
    AnyRef

  21. def updateHyperParameter[T](optimMethod: SGD[T]): Unit

    update learning rate by config table and state table

    update learning rate by config table and state table

    optimMethod

    init optiMethod.

    Definition Classes
    SequentialSchedule → LearningRateSchedule

  22. def updateHyperParameter(config: Table, state: Table): Unit

    Definition Classes
    SequentialSchedule → LearningRateSchedule

  23. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  24. final def wait(arg0: Long, arg1: Int): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  25. final def wait(arg0: Long): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from LearningRateSchedule

Inherited from AnyRef

Inherited from Any

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