Object

org.platanios.tensorflow.api.ops

Clip

Related Doc: package ops

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object Clip extends Clip

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Clip, AnyRef, Any
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Type Members

  1. case class ClipOps(output: Output) extends Product with Serializable

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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. final def asInstanceOf[T0]: T0

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  5. def clipByAverageNorm(input: Output, clipNorm: Output, name: String = "ClipByAverageNorm"): Output

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    $OpDocClipClipByAverageNorm

    $OpDocClipClipByAverageNorm

    input

    Input tensor.

    clipNorm

    0-D (scalar) tensor > 0, specifying the maximum clipping value.

    name

    Name prefix for created ops.

    returns

    Created op output.

    Definition Classes
    Clip
  6. def clipByGlobalNorm(inputs: Seq[OutputLike], clipNorm: Output, globalNorm: Output = null, name: String = "ClipByGlobalNorm"): (Seq[OutputLike], Output)

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    $OpDocClipClipByGlobalNorm

    $OpDocClipClipByGlobalNorm

    inputs

    Input tensors.

    clipNorm

    0-D (scalar) tensor > 0, specifying the maximum clipping value.

    globalNorm

    0-D (scalar) tensor containing the global norm to use. If not provided, globalNorm() is used to compute the norm.

    name

    Name prefix for created ops.

    returns

    Tuple containing the clipped tensors as well as the global norm that was used for the clipping.

    Definition Classes
    Clip
  7. def clipByNorm(input: Output, clipNorm: Output, axes: Output = null, name: String = "ClipByNorm"): Output

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    $OpDocClipClipByNorm

    $OpDocClipClipByNorm

    input

    Input tensor.

    clipNorm

    0-D (scalar) tensor > 0, specifying the maximum clipping value.

    axes

    1-D (vector) INT32 tensor containing the dimensions to use for computing the l2-norm. If null (the default), all dimensions are used.

    name

    Name prefix for created ops.

    returns

    Created op output.

    Definition Classes
    Clip
  8. def clipByValue(input: Output, clipValueMin: Output, clipValueMax: Output, name: String = "ClipByValue"): Output

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    $OpDocClipClipByValue

    $OpDocClipClipByValue

    input

    Input tensor.

    clipValueMin

    0-D (scalar) tensor, or a tensor with the same shape as input, specifying the minimum value to clip by.

    clipValueMax

    0-D (scalar) tensor, or a tensor with the same shape as input, specifying the maximum value to clip by.

    name

    Name prefix for created ops.

    returns

    Created op output.

    Definition Classes
    Clip
  9. def clone(): AnyRef

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

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  11. def equals(arg0: Any): Boolean

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  12. def finalize(): Unit

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    @throws( classOf[java.lang.Throwable] )
  13. final def getClass(): Class[_]

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  14. def globalNorm(inputs: Seq[OutputLike], name: String = "GlobalNorm"): Output

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    $OpDocClipGlobalNorm

    $OpDocClipGlobalNorm

    inputs

    Input tensors.

    name

    Name prefix for created ops.

    returns

    Created op output.

    Definition Classes
    Clip
  15. def hashCode(): Int

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  16. final def isInstanceOf[T0]: Boolean

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

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  18. final def notify(): Unit

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  19. final def notifyAll(): Unit

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

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  21. def toString(): String

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  22. final def wait(): Unit

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

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

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Inherited from Clip

Inherited from AnyRef

Inherited from Any

ClipOps

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