Class

org.apache.mxnet.javaapi

lamb_update_phase1Param

Related Doc: package javaapi

Permalink

class lamb_update_phase1Param extends AnyRef

This Param Object is specifically used for lamb_update_phase1

Linear Supertypes
AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. lamb_update_phase1Param
  2. AnyRef
  3. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new lamb_update_phase1Param(weight: NDArray, grad: NDArray, mean: NDArray, vari: NDArray, t: Integer, wd: Float)

    Permalink

    weight

    Weight

    grad

    Gradient

    mean

    Moving mean

    vari

    Moving variance

    t

    Index update count.

    wd

    Weight decay augments the objective function with a regularization term that penalizes large weights. The penalty scales with the square of the magnitude of each weight.

Value Members

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

    Permalink
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any
  4. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any
  5. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  6. final def eq(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef
  7. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any
  8. def finalize(): Unit

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  9. def getBeta1(): Float

    Permalink
  10. def getBeta2(): Float

    Permalink
  11. def getBias_correction(): Boolean

    Permalink
  12. final def getClass(): Class[_]

    Permalink
    Definition Classes
    AnyRef → Any
  13. def getClip_gradient(): Float

    Permalink
  14. def getEpsilon(): Float

    Permalink
  15. def getGrad(): NDArray

    Permalink
  16. def getMean(): NDArray

    Permalink
  17. def getOut(): mxnet.NDArray

    Permalink
  18. def getRescale_grad(): Float

    Permalink
  19. def getT(): Integer

    Permalink
  20. def getVari(): NDArray

    Permalink
  21. def getWd(): Float

    Permalink
  22. def getWeight(): NDArray

    Permalink
  23. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any
  24. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any
  25. final def ne(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef
  26. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef
  27. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef
  28. def setBeta1(beta1: Float): lamb_update_phase1Param

    Permalink

    beta1

    The decay rate for the 1st moment estimates.

  29. def setBeta2(beta2: Float): lamb_update_phase1Param

    Permalink

    beta2

    The decay rate for the 2nd moment estimates.

  30. def setBias_correction(bias_correction: Boolean): lamb_update_phase1Param

    Permalink

    bias_correction

    Whether to use bias correction.

  31. def setClip_gradient(clip_gradient: Float): lamb_update_phase1Param

    Permalink

    clip_gradient

    Clip gradient to the range of [-clip_gradient, clip_gradient] If clip_gradient <= 0, gradient clipping is turned off. grad = max(min(grad, clip_gradient), -clip_gradient).

  32. def setEpsilon(epsilon: Float): lamb_update_phase1Param

    Permalink

    epsilon

    A small constant for numerical stability.

  33. def setOut(out: NDArray): lamb_update_phase1Param

    Permalink
  34. def setRescale_grad(rescale_grad: Float): lamb_update_phase1Param

    Permalink

    rescale_grad

    Rescale gradient to grad = rescale_grad*grad.

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

    Permalink
    Definition Classes
    AnyRef
  36. def toString(): String

    Permalink
    Definition Classes
    AnyRef → Any
  37. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  38. final def wait(arg0: Long, arg1: Int): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  39. final def wait(arg0: Long): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from AnyRef

Inherited from Any

Ungrouped