Class

ml.dmlc.mxnet

Xavier

Related Doc: package mxnet

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class Xavier extends Initializer

Initialize the weight with Xavier or similar initialization scheme.

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Instance Constructors

  1. new Xavier(rndType: String = "uniform", factorType: String = "avg", magnitude: Float = 3)

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    rndType

    Options are: "gaussian" or "uniform"

    factorType

    Options are: "avg", "in", "out"

    magnitude

    scale of random number range

Value Members

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

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  2. final def ##(): Int

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

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  4. def apply(name: String, arr: NDArray): Unit

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    Initialize an Initializer

    Initialize an Initializer

    name

    name of corrosponding ndarray

    arr

    ndarray to be Initialized

    Definition Classes
    Initializer
  5. final def asInstanceOf[T0]: T0

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  6. def clone(): AnyRef

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    Attributes
    protected[java.lang]
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    @throws( ... )
  7. final def eq(arg0: AnyRef): Boolean

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    AnyRef
  8. def equals(arg0: Any): Boolean

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  9. val factorType: String

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    Options are: "avg", "in", "out"

    Options are: "avg", "in", "out"

    Attributes
    protected
  10. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  11. final def getClass(): Class[_]

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  12. def hashCode(): Int

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  13. def initBeta(name: String, arr: NDArray): Unit

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    Attributes
    protected
    Definition Classes
    Initializer
  14. def initBias(name: String, arr: NDArray): Unit

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    Attributes
    protected
    Definition Classes
    Initializer
  15. def initBilinear(name: String, arr: NDArray): Unit

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    Attributes
    protected
    Definition Classes
    Initializer
  16. def initDefault(name: String, arr: NDArray): Unit

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    Attributes
    protected
    Definition Classes
    Initializer
  17. def initGamma(name: String, arr: NDArray): Unit

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    Attributes
    protected
    Definition Classes
    Initializer
  18. def initWeight(name: String, arr: NDArray): Unit

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    Definition Classes
    XavierInitializer
  19. def initZero(name: String, arr: NDArray): Unit

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    Attributes
    protected
    Definition Classes
    Initializer
  20. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  21. val magnitude: Float

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    scale of random number range

    scale of random number range

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

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    Definition Classes
    AnyRef
  23. final def notify(): Unit

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    Definition Classes
    AnyRef
  24. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  25. val rndType: String

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    Options are: "gaussian" or "uniform"

    Options are: "gaussian" or "uniform"

    Attributes
    protected
  26. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  27. def toString(): String

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  28. final def wait(): Unit

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

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

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    @throws( ... )

Inherited from Initializer

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