org.apache.mxnet.javaapi

ftrl_updateParam

Related Doc: package javaapi

class ftrl_updateParam extends AnyRef

This Param Object is specifically used for ftrl_update

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Instance Constructors

  1. new ftrl_updateParam(weight: NDArray, grad: NDArray, z: NDArray, n: NDArray, lr: Float)

    weight

    Weight

    grad

    Gradient

    z

    z

    n

    Square of grad

    lr

    Learning rate

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  9. def getBeta(): Float

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

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  11. def getClip_gradient(): Float

  12. def getGrad(): NDArray

  13. def getLamda1(): Float

  14. def getLr(): Float

  15. def getN(): NDArray

  16. def getOut(): mxnet.NDArray

  17. def getRescale_grad(): Float

  18. def getWd(): Float

  19. def getWeight(): NDArray

  20. def getZ(): NDArray

  21. def hashCode(): Int

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  24. final def notify(): Unit

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  26. def setBeta(beta: Float): ftrl_updateParam

    beta

    Per-Coordinate Learning Rate beta.

  27. def setClip_gradient(clip_gradient: Float): ftrl_updateParam

    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).

  28. def setLamda1(lamda1: Float): ftrl_updateParam

    lamda1

    The L1 regularization coefficient.

  29. def setOut(out: NDArray): ftrl_updateParam

  30. def setRescale_grad(rescale_grad: Float): ftrl_updateParam

    rescale_grad

    Rescale gradient to grad = rescale_grad*grad.

  31. def setWd(wd: Float): ftrl_updateParam

    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.

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

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