Class

org.platanios.tensorflow.api.learn

ClipGradientsByGlobalNorm

Related Doc: package learn

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case class ClipGradientsByGlobalNorm(clipNorm: Float) extends ClipGradients with Product with Serializable

Clips the gradients using the clipByGlobalNorm op.

$OpDocClipClipByGlobalNorm

clipNorm

Maximum norm clipping value (must be > 0).

Linear Supertypes
Serializable, Serializable, Product, Equals, ClipGradients, AnyRef, Any
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Inherited
  1. ClipGradientsByGlobalNorm
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. ClipGradients
  7. AnyRef
  8. Any
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Instance Constructors

  1. new ClipGradientsByGlobalNorm(clipNorm: Float)

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    clipNorm

    Maximum norm clipping value (must be > 0).

Value Members

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

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    AnyRef → Any

  4. def apply(gradientsAndVariables: Seq[(ops.OutputLike, ops.variables.Variable)]): Seq[(ops.OutputLike, ops.variables.Variable)]

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    Clips the provided gradients paired with the corresponding variables and returns the result.

    Clips the provided gradients paired with the corresponding variables and returns the result.

    Definition Classes
    ClipGradients

  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. def clipGradients(gradientsAndVariables: Seq[(ops.OutputLike, ops.variables.Variable)]): Seq[(ops.OutputLike, ops.variables.Variable)]

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    Clips the provided gradients paired with the corresponding variables and returns the result.

    Clips the provided gradients paired with the corresponding variables and returns the result.

    Definition Classes
    ClipGradientsByGlobalNorm → ClipGradients

  7. val clipNorm: Float

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    Maximum norm clipping value (must be > 0).

  8. def clone(): AnyRef

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

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

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    Definition Classes
    AnyRef

  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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    Definition Classes
    AnyRef → Any

  12. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    AnyRef

  14. final def notify(): Unit

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    Definition Classes
    AnyRef

  15. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    AnyRef

  17. final def wait(): Unit

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    @throws( ... )

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

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    @throws( ... )

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

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    @throws( ... )

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from ClipGradients

Inherited from AnyRef

Inherited from Any

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