Trait

com.intel.analytics.bigdl.optim.SGD

LearningRateSchedule

Related Doc: package SGD

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trait LearningRateSchedule extends AnyRef

Hyper parameter schedule for SGD

Linear Supertypes
AnyRef, Any
Known Subclasses
Default, EpochDecay, EpochDecayWithWarmUp, EpochSchedule, EpochStep, Exponential, MultiStep, NaturalExp, Plateau, Poly, SequentialSchedule, Step, Warmup
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Abstract Value Members

  1. abstract 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.

Concrete 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. final def asInstanceOf[T0]: T0

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  5. def clone(): AnyRef

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    Attributes
    protected[java.lang]
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    @throws( ... )

  6. var currentRate: Double

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

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  8. def equals(arg0: Any): Boolean

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  9. def finalize(): Unit

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    @throws( classOf[java.lang.Throwable] )

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

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  11. def hashCode(): Int

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  12. final def isInstanceOf[T0]: Boolean

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

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  14. final def notify(): Unit

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  15. final def notifyAll(): Unit

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

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  17. def toString(): String

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  18. final def wait(): Unit

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    @throws( ... )

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

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

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Deprecated Value Members

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

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    Annotations
    @deprecated
    Deprecated

    (Since version 0.2.0) Please input SGD instead of Table

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