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object Gradients

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Type Members

  1. sealed trait AggregationMethod extends AnyRef
  2. sealed trait GatingMethod extends AnyRef
  3. type GradientFn[I, O, GI >: I, GO >: O] = (Op[I, O], GO) ⇒ GI
  4. type UntypedGradientFn = (Op[Seq[OutputLike[Any]], Seq[OutputLike[Any]]], Seq[OutputLike[Any]]) ⇒ Seq[OutputLike[Any]]

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 ccGradients[T, O](y: Array[Output[O]], x: Array[Output[T]], dy: Array[Output[T]] = null)(implicit arg0: core.types.TF[T]): Array[Output[T]]
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    @throws( ... )
  6. def clone(): AnyRef
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    protected[java.lang]
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  7. final def eq(arg0: AnyRef): Boolean
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  8. def equals(arg0: Any): Boolean
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  9. def finalize(): Unit
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    @throws( classOf[java.lang.Throwable] )
  10. final def getClass(): Class[_]
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    @native()
  11. def gradients[T, I](ys: Seq[Output[Any]], xs: Seq[Output[I]], dataType: core.types.DataType[T], dys: Seq[OutputLike[T]] = null, gateGradients: Boolean = false, aggregationMethod: AggregationMethod = AddAggregationMethod, colocateGradientsWithOps: Boolean = false, name: String = "Gradients")(implicit arg0: core.types.TF[T], arg1: AnyDefault[I]): Seq[OutputLike[T]]
  12. def hashCode(): Int
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    @native()
  13. final def isInstanceOf[T0]: Boolean
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  14. val logger: Logger
  15. final def ne(arg0: AnyRef): Boolean
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  16. final def notify(): Unit
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    @native()
  17. final def notifyAll(): Unit
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  18. final def synchronized[T0](arg0: ⇒ T0): T0
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  19. def toString(): String
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  20. def unaryHelper[T, OL[A] <: OutputLike[A], GO[A] >: OL[A]](output: Output[T], outputGradient: OL[T], opType: String, name: String, gradientFn: Option[GradientFn[(Output[T], OL[T]), Output[T], (Output[T], GO[T]), Output[T]]] = None)(implicit arg0: core.types.TF[T]): OL[T]
  21. final def wait(): Unit
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  22. final def wait(arg0: Long, arg1: Int): Unit
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    @throws( ... )
  23. final def wait(arg0: Long): Unit
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  24. object AccumulateAggregationMethod extends AggregationMethod
  25. object AddAggregationMethod extends AggregationMethod
  26. object GraphGating extends GatingMethod
  27. object NoGating extends GatingMethod
  28. object OpGating extends GatingMethod

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