Class

com.intel.analytics.bigdl.optim.SGD

EpochDecayWithWarmUp

Related Doc: package SGD

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case class EpochDecayWithWarmUp(warmUpIteration: Int, warmUpDelta: Double, decayType: (Int) ⇒ Double) extends LearningRateSchedule with Product with Serializable

Learning rate schedule based on warm up Iterations

warmUpIteration

Warm up iteration number

warmUpDelta

Warm up dealta value applied to warm up iteration

decayType

A function to calculate decay on epochs

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

  1. new EpochDecayWithWarmUp(warmUpIteration: Int, warmUpDelta: Double, decayType: (Int) ⇒ Double)

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    warmUpIteration

    Warm up iteration number

    warmUpDelta

    Warm up dealta value applied to warm up iteration

    decayType

    A function to calculate decay on epochs

Value Members

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

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    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

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

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    AnyRef → Any

  4. final def asInstanceOf[T0]: T0

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    Any

  5. def clone(): AnyRef

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

  6. var currentRate: Double

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    Definition Classes
    LearningRateSchedule

  7. val decayType: (Int) ⇒ Double

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    A function to calculate decay on epochs

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

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    Definition Classes
    AnyRef

  9. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any

  11. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    AnyRef

  13. final def notify(): Unit

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    Definition Classes
    AnyRef

  14. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    AnyRef

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

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    update learning rate by config table and state table

    update learning rate by config table and state table

    optimMethod

    init optiMethod.

    Definition Classes
    EpochDecayWithWarmUp → LearningRateSchedule

  17. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  20. val warmUpDelta: Double

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    Warm up dealta value applied to warm up iteration

  21. val warmUpIteration: Int

    Permalink

    Warm up iteration number

Deprecated Value Members

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

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    Definition Classes
    LearningRateSchedule
    Annotations
    @deprecated
    Deprecated

    (Since version 0.2.0) Please input SGD instead of Table

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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