Packages

case class SGDW(parameters: Seq[(STen, PTag)], learningRate: OptimizerHyperparameter, weightDecay: OptimizerHyperparameter, momentum: Option[OptimizerHyperparameter] = None, clip0: Option[Double] = None) extends Optimizer with Product with Serializable

Linear Supertypes
Serializable, Product, Equals, Optimizer, AnyRef, Any
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Inherited
  1. SGDW
  2. Serializable
  3. Product
  4. Equals
  5. Optimizer
  6. AnyRef
  7. Any
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Visibility
  1. Public
  2. Protected

Instance Constructors

  1. new SGDW(parameters: Seq[(STen, PTag)], learningRate: OptimizerHyperparameter, weightDecay: OptimizerHyperparameter, momentum: Option[OptimizerHyperparameter] = None, clip0: 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[STen]
  6. val clip0: Option[Double]
  7. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.CloneNotSupportedException]) @IntrinsicCandidate() @native()
  8. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  9. final def getClass(): Class[_ <: AnyRef]
    Definition Classes
    AnyRef → Any
    Annotations
    @IntrinsicCandidate() @native()
  10. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  11. val learningRate: OptimizerHyperparameter
  12. def load(tensors: Seq[STen]): Unit
    Definition Classes
    SGDWOptimizer
  13. val momentum: Option[OptimizerHyperparameter]
  14. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  15. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @IntrinsicCandidate() @native()
  16. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @IntrinsicCandidate() @native()
  17. val parameters: Seq[(STen, PTag)]
  18. def productElementNames: Iterator[String]
    Definition Classes
    Product
  19. def release(): Unit
    Definition Classes
    SGDWOptimizer
  20. val scope: Scope
  21. def state: Seq[STen]
    Definition Classes
    SGDWOptimizer
  22. def step(gradients: Seq[Option[STen]], scheduleFactor: Double): Unit
    Definition Classes
    SGDWOptimizer
  23. final def synchronized[T0](arg0: => T0): T0
    Definition Classes
    AnyRef
  24. val velocity: Seq[Option[(STen, OptimizerHyperparameter)]]
  25. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  26. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException]) @native()
  27. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  28. val weightDecay: OptimizerHyperparameter

Deprecated Value Members

  1. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.Throwable]) @Deprecated
    Deprecated

    (Since version 9)

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from Optimizer

Inherited from AnyRef

Inherited from Any

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