Class/Object

com.tencent.angel.ml.core.optimizer

SGD

Related Docs: object SGD | package optimizer

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class SGD extends Optimizer

Linear Supertypes
Optimizer, Updater, Serializable, Serializable, AnyRef, Any
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Inherited
  1. SGD
  2. Optimizer
  3. Updater
  4. Serializable
  5. Serializable
  6. AnyRef
  7. Any
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Visibility
  1. Public
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Instance Constructors

  1. new SGD(lr: Double)

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Value Members

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

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    AnyRef → Any

  4. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  5. def clone(): AnyRef

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

  6. val epsilon: Double

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    Definition Classes
    Optimizer

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

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    Definition Classes
    AnyRef

  8. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  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. def getLR: Double

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    Definition Classes
    Optimizer

  12. def getRegL1Param: Double

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    Definition Classes
    Optimizer

  13. def getRegL2Param: Double

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    Definition Classes
    Optimizer

  14. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  15. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  16. var lr: Double

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    Definition Classes
    SGD → Optimizer

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

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    Definition Classes
    AnyRef

  18. final def notify(): Unit

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    Definition Classes
    AnyRef

  19. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  20. val numSlot: Int

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    Definition Classes
    SGD → Updater

  21. var regL1Param: Double

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    Attributes
    protected
    Definition Classes
    Optimizer

  22. var regL2Param: Double

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    Attributes
    protected
    Definition Classes
    Optimizer

  23. def setLR(lr: Double): SGD.this.type

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    Definition Classes
    Optimizer

  24. def setRegL1Param(regParam: Double): SGD.this.type

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    Definition Classes
    Optimizer

  25. def setRegL2Param(regParam: Double): SGD.this.type

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    Definition Classes
    Optimizer

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

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    Definition Classes
    AnyRef

  27. def toString(): String

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    Definition Classes
    SGD → AnyRef → Any

  28. def update[T](variable: Variable, epoch: Int, batchSize: Int = 1): Future[T]

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    Definition Classes
    SGD → Updater

  29. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Optimizer

Inherited from Updater

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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