Class/Object

org.platanios.tensorflow.api.learn.layers.rnn

BidirectionalRNN

Related Docs: object BidirectionalRNN | package rnn

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class BidirectionalRNN[O, OS, S, SS] extends Layer[O, (Tuple[O, S], Tuple[O, S])]

Linear Supertypes
Layer[O, (Tuple[O, S], Tuple[O, S])], AnyRef, Any
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Inherited
  1. BidirectionalRNN
  2. Layer
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Visibility
  1. Public
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Instance Constructors

  1. new BidirectionalRNN(name: String, cellFw: RNNCell[O, OS, S, SS], cellBw: RNNCell[O, OS, S, SS], initialStateFw: () ⇒ S = null, initialStateBw: () ⇒ S = null, timeMajor: Boolean = false, parallelIterations: Int = 32, swapMemory: Boolean = false, sequenceLengths: tensors.Tensor = null)(implicit evO: Aux[O, OS], evS: Aux[S, SS])

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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. def +(other: Layer[O, (Tuple[O, S], Tuple[O, S])]): Concatenate[O, (Tuple[O, S], Tuple[O, S])]

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    Definition Classes
    Layer

  4. def ++(others: Seq[Layer[O, (Tuple[O, S], Tuple[O, S])]]): Concatenate[O, (Tuple[O, S], Tuple[O, S])]

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    Definition Classes
    Layer

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

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    Definition Classes
    AnyRef → Any

  6. def >>[S](other: Layer[(Tuple[O, S], Tuple[O, S]), S]): Compose[O, (Tuple[O, S], Tuple[O, S]), S]

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    Definition Classes
    Layer

  7. def _forward(input: O, mode: Mode): (Tuple[O, S], Tuple[O, S])

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    Attributes
    protected
    Definition Classes
    BidirectionalRNN → Layer

  8. def apply(input: O, mode: Mode): (Tuple[O, S], Tuple[O, S])

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    Definition Classes
    Layer

  9. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  10. val cellBw: RNNCell[O, OS, S, SS]

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  11. val cellFw: RNNCell[O, OS, S, SS]

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  12. def clone(): AnyRef

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

  13. def compose[S](other: Layer[(Tuple[O, S], Tuple[O, S]), S]): Compose[O, (Tuple[O, S], Tuple[O, S]), S]

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    Definition Classes
    Layer

  14. def concatenate(others: Layer[O, (Tuple[O, S], Tuple[O, S])]*): Concatenate[O, (Tuple[O, S], Tuple[O, S])]

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    Definition Classes
    Layer

  15. implicit val context: DynamicVariable[LayerCreationContext]

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    Definition Classes
    Layer

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

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    Definition Classes
    AnyRef

  17. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  18. def finalize(): Unit

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

  19. def forward(input: O, mode: Mode): (Tuple[O, S], Tuple[O, S])

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    Definition Classes
    Layer

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

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    Definition Classes
    AnyRef → Any

  21. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  22. val initialStateBw: () ⇒ S

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  23. val initialStateFw: () ⇒ S

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  24. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  25. val layerType: String

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    Definition Classes
    BidirectionalRNN → Layer

  26. val name: String

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    Definition Classes
    BidirectionalRNN → Layer

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

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    Definition Classes
    AnyRef

  28. final def notify(): Unit

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    Definition Classes
    AnyRef

  29. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  30. val parallelIterations: Int

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  31. val sequenceLengths: tensors.Tensor

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  32. val swapMemory: Boolean

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

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    Definition Classes
    AnyRef

  34. val timeMajor: Boolean

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  35. def toString(): String

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    Definition Classes
    Layer → AnyRef → Any

  36. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  39. def withConcatenatedOutputs: Layer[O, Tuple[O, (S, S)]]

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Inherited from Layer[O, (Tuple[O, S], Tuple[O, S])]

Inherited from AnyRef

Inherited from Any

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