Packages

case class RAdam(parameters: Seq[(STen, PTag)], weightDecay: OptimizerHyperparameter, learningRate: OptimizerHyperparameter = simple(0.001), beta1: OptimizerHyperparameter = simple(0.9), beta2: OptimizerHyperparameter = simple(0.999), eps: Double = 1e-8, clip0: Option[Double] = None) extends Optimizer with Product with Serializable

Rectified Adam optimizer algorithm

Linear Supertypes
Serializable, Product, Equals, Optimizer, AnyRef, Any
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Inherited
  1. RAdam
  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 RAdam(parameters: Seq[(STen, PTag)], weightDecay: OptimizerHyperparameter, learningRate: OptimizerHyperparameter = simple(0.001), beta1: OptimizerHyperparameter = simple(0.9), beta2: OptimizerHyperparameter = simple(0.999), eps: Double = 1e-8, 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 beta1: OptimizerHyperparameter
  6. val beta2: OptimizerHyperparameter
  7. val clip: Option[STen]
  8. val clip0: Option[Double]
  9. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.CloneNotSupportedException]) @IntrinsicCandidate() @native()
  10. val eps: Double
  11. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  12. final def getClass(): Class[_ <: AnyRef]
    Definition Classes
    AnyRef → Any
    Annotations
    @IntrinsicCandidate() @native()
  13. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  14. val learningRate: OptimizerHyperparameter
  15. def load(tensors: Seq[STen]): Unit
    Definition Classes
    RAdam → Optimizer
  16. val mt: List[STen]
  17. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  18. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @IntrinsicCandidate() @native()
  19. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @IntrinsicCandidate() @native()
  20. val parameters: Seq[(STen, PTag)]
  21. def productElementNames: Iterator[String]
    Definition Classes
    Product
  22. def release(): Unit
    Definition Classes
    RAdam → Optimizer
  23. val scope: Scope
  24. def state: List[STen]
    Definition Classes
    RAdam → Optimizer
  25. def step(gradients: Seq[Option[STen]], scheduleFactor: Double): Unit
    Definition Classes
    RAdam → Optimizer
  26. var stepCount: Long
  27. val stepCountSTen: STen
  28. final def synchronized[T0](arg0: => T0): T0
    Definition Classes
    AnyRef
  29. val vt: List[STen]
  30. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  31. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException]) @native()
  32. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  33. 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

Ungrouped