Class

com.tencent.angel.ml.core.optimizer

Adam

Related Doc: package optimizer

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class Adam extends Optimizer

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

  1. new Adam(stepSize: Double, gamma: Double = 0.99, beta: Double = 0.9)

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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. val beta: Double

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  6. def clone(): AnyRef

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

  7. var epsilon: Double

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    Attributes
    protected
    Definition Classes
    Optimizer

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

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    Definition Classes
    AnyRef

  9. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  10. def finalize(): Unit

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

  11. val gamma: Double

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

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    Definition Classes
    AnyRef → Any

  13. def getEpsilon: Double

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    Definition Classes
    Optimizer

  14. def getLR: Double

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    Definition Classes
    Optimizer

  15. def getNumSlot: Int

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    Definition Classes
    Optimizer

  16. def getRegL1Param: Double

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    Definition Classes
    Optimizer

  17. def getRegL2Param: Double

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    Definition Classes
    Optimizer

  18. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  19. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  20. var lr: Double

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    Attributes
    protected
    Definition Classes
    Optimizer

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

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    Definition Classes
    AnyRef

  22. final def notify(): Unit

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    Definition Classes
    AnyRef

  23. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  24. var numSlot: Int

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    Attributes
    protected
    Definition Classes
    Adam → Optimizer

  25. var regL1Param: Double

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    Attributes
    protected
    Definition Classes
    Optimizer

  26. var regL2Param: Double

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    Attributes
    protected
    Definition Classes
    Optimizer

  27. def setEpsilon(epsilon: Double): Unit

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    Definition Classes
    Optimizer

  28. def setLR(lr: Double): Unit

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    Definition Classes
    Optimizer

  29. def setNumSlot(numSlot: Int): Unit

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    Definition Classes
    Optimizer

  30. def setRegL1Param(regParam: Double): Adam.this.type

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    Definition Classes
    Optimizer

  31. def setRegL2Param(regParam: Double): Adam.this.type

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    Definition Classes
    Optimizer

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

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    Definition Classes
    AnyRef

  33. def toString(): String

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    Definition Classes
    Adam → AnyRef → Any

  34. def update(matrixId: Int, numFactors: Int, epoch: Int, batchSize: Int): Future[VoidResult]

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    Definition Classes
    Adam → Optimizer

  35. def update(matrixId: Int, numFactors: Int, epoch: Int): Future[VoidResult]

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    Definition Classes
    Adam → Optimizer

  36. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Optimizer

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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