Class

org.platanios.tensorflow.api.learn

ClipGradientsByValue

Related Doc: package learn

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case class ClipGradientsByValue(clipValueMin: Float, clipValueMax: Float) extends ClipGradients with Product with Serializable

Clips the gradients using the clipByValue op.

$OpDocClipClipByValue

clipValueMin

Minimum value to clip by.

clipValueMax

Maximum value to clip by.

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

  1. new ClipGradientsByValue(clipValueMin: Float, clipValueMax: Float)

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    clipValueMin

    Minimum value to clip by.

    clipValueMax

    Maximum value to clip by.

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
    ClipGradientsByValue → ClipGradients

  7. val clipValueMax: Float

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    Maximum value to clip by.

  8. val clipValueMin: Float

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    Minimum value to clip by.

  9. def clone(): AnyRef

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

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

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    Definition Classes
    AnyRef

  11. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any

  13. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    AnyRef

  15. final def notify(): Unit

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    Definition Classes
    AnyRef

  16. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    AnyRef

  18. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @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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