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, clip: Option[Double] = None) extends Optimizer with Product with Serializable

Rectified Adam optimizer algorithm

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