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

Linear Supertypes
Serializable, Product, Equals, Optimizer, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. SGDW
  2. Serializable
  3. Product
  4. Equals
  5. Optimizer
  6. AnyRef
  7. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. Protected

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(classOf[java.lang.CloneNotSupportedException]) @native() @IntrinsicCandidate()
  7. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  8. final def getClass(): Class[_ <: AnyRef]
    Definition Classes
    AnyRef → Any
    Annotations
    @native() @IntrinsicCandidate()
  9. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  10. val learningRate: OptimizerHyperparameter
  11. def load(tensors: Seq[STen]): Unit
    Definition Classes
    SGDW → Optimizer
  12. val momentum: Option[OptimizerHyperparameter]
  13. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  14. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @IntrinsicCandidate()
  15. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @IntrinsicCandidate()
  16. val parameters: Seq[(STen, PTag)]
  17. def productElementNames: Iterator[String]
    Definition Classes
    Product
  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(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  25. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException]) @native()
  26. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  27. val weightDecay: OptimizerHyperparameter

Deprecated Value Members

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

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from Optimizer

Inherited from AnyRef

Inherited from Any

Ungrouped