org.apache.spark.ml.odkl.DSVRGD

DistributedSgdState

case class DistributedSgdState(weights: DenseMatrix, accumulatedGradient: DenseMatrix, accumulatedWeights: DenseMatrix, accumulatedLoss: DenseVector, partsCount: Int) extends HasNetlibBlas with Product with Serializable

Helper used to store and mere epoch state

Linear Supertypes
Serializable, Serializable, Product, Equals, HasNetlibBlas, AnyRef, Any
Ordering
  1. Alphabetic
  2. By inheritance
Inherited
  1. DistributedSgdState
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. HasNetlibBlas
  7. AnyRef
  8. Any
  1. Hide All
  2. Show all
Learn more about member selection
Visibility
  1. Public
  2. All

Instance Constructors

  1. new DistributedSgdState(weights: DenseMatrix, accumulatedGradient: DenseMatrix, accumulatedWeights: DenseMatrix, accumulatedLoss: DenseVector, partsCount: Int)

Value Members

  1. final def !=(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  2. final def !=(arg0: Any): Boolean

    Definition Classes
    Any

  3. final def ##(): Int

    Definition Classes
    AnyRef → Any

  4. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  5. final def ==(arg0: Any): Boolean

    Definition Classes
    Any

  6. val accumulatedGradient: DenseMatrix

  7. val accumulatedLoss: DenseVector

  8. val accumulatedWeights: DenseMatrix

  9. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  10. def axpy(a: Double, x: Vector, y: Array[Double]): Unit

    Definition Classes
    HasNetlibBlas

  11. def axpy(a: Double, x: Array[Double], y: Array[Double]): Unit

    Definition Classes
    HasNetlibBlas

  12. def blas: BLAS

    Definition Classes
    HasNetlibBlas

  13. def clone(): AnyRef

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  14. def copy(x: Array[Double], y: Array[Double]): Unit

    Definition Classes
    HasNetlibBlas

  15. def dscal(a: Double, data: Array[Double]): Unit

    Definition Classes
    HasNetlibBlas

  16. final def eq(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  17. def f2jBLAS: BLAS

    Definition Classes
    HasNetlibBlas

  18. def finalize(): Unit

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  19. final def getClass(): Class[_]

    Definition Classes
    AnyRef → Any

  20. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

  21. def merge(other: DistributedSgdState): DistributedSgdState

  22. final def ne(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  23. final def notify(): Unit

    Definition Classes
    AnyRef

  24. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  25. val partsCount: Int

  26. def scale(): DistributedSgdState

  27. final def synchronized[T0](arg0: ⇒ T0): T0

    Definition Classes
    AnyRef

  28. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  29. final def wait(arg0: Long, arg1: Int): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  30. final def wait(arg0: Long): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  31. val weights: DenseMatrix

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from HasNetlibBlas

Inherited from AnyRef

Inherited from Any

Ungrouped