com.intel.analytics.bigdl.optim.SGD

LearningRateSchedule

trait LearningRateSchedule extends AnyRef

Hyper parameter schedule for SGD

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

  1. abstract 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.

Concrete Value Members

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

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

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  7. def clone(): AnyRef

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    @throws( ... )

  8. var currentRate: Double

  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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Deprecated Value Members

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

    Annotations
    @deprecated
    Deprecated

    (Since version 0.2.0) Please input SGD instead of Table

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