Packages

case class SGDW(parameters: Seq[(STen, PTag)], learningRate: OptimizerHyperparameter, weightDecay: OptimizerHyperparameter, momentum: Option[OptimizerHyperparameter] = None, clip: Option[Double] = None) extends Optimizer with Product with Serializable

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Serializable, Serializable, Product, Equals, Optimizer, AnyRef, Any
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  1. SGDW
  2. Serializable
  3. Serializable
  4. Product
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  6. Optimizer
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Visibility
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Instance Constructors

  1. new SGDW(parameters: Seq[(STen, PTag)], learningRate: OptimizerHyperparameter, weightDecay: OptimizerHyperparameter, momentum: Option[OptimizerHyperparameter] = None, clip: Option[Double] = None)

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  4. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  5. val clip: Option[Double]
  6. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  7. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  8. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  9. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  10. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  11. val learningRate: OptimizerHyperparameter
  12. def load(tensors: Seq[STen]): Unit
    Definition Classes
    SGDW → Optimizer
  13. val momentum: Option[OptimizerHyperparameter]
  14. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  15. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  16. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  17. val parameters: Seq[(STen, PTag)]
  18. def release(): Unit
    Definition Classes
    SGDW → Optimizer
  19. val scope: Scope
  20. def state: Seq[STen]
    Definition Classes
    SGDW → Optimizer
  21. def step(gradients: Seq[Option[STen]], scheduleFactor: Double): Unit
    Definition Classes
    SGDW → Optimizer
  22. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  23. val velocity: Seq[Option[(STen, OptimizerHyperparameter)]]
  24. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  25. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  26. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  27. val weightDecay: OptimizerHyperparameter

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from Optimizer

Inherited from AnyRef

Inherited from Any

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