Packages

class BidirectionalRNN[Out, State, OutShape, StateShape] extends Layer[Out, (Tuple[Out, State], Tuple[Out, State])]

Linear Supertypes
Layer[Out, (Tuple[Out, State], Tuple[Out, State])], AnyRef, Any
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Inherited
  1. BidirectionalRNN
  2. Layer
  3. AnyRef
  4. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new BidirectionalRNN(name: String, cellFw: RNNCell[Out, State, OutShape, StateShape], cellBw: RNNCell[Out, State, OutShape, StateShape], initialStateFw: () ⇒ State = null, initialStateBw: () ⇒ State = null, timeMajor: Boolean = false, parallelIterations: Int = 32, swapMemory: Boolean = false, sequenceLengths: tensors.Tensor[Int] = null)(implicit arg0: OutputStructure[Out], arg1: OutputStructure[State], evOutputToShapeOut: Aux[Out, OutShape], evOutputToShapeState: Aux[State, StateShape], evZeroOut: Aux[Out, OutShape], evZeroState: Aux[State, StateShape])

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. def +(other: Layer[Out, (Tuple[Out, State], Tuple[Out, State])]): Concatenate[Out, (Tuple[Out, State], Tuple[Out, State])]
    Definition Classes
    Layer
  4. def ++(others: Seq[Layer[Out, (Tuple[Out, State], Tuple[Out, State])]]): Concatenate[Out, (Tuple[Out, State], Tuple[Out, State])]
    Definition Classes
    Layer
  5. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  6. def >>[S](other: Layer[(Tuple[Out, State], Tuple[Out, State]), S]): Compose[Out, (Tuple[Out, State], Tuple[Out, State]), S]
    Definition Classes
    Layer
  7. def apply(input: Out)(implicit mode: Mode): (Tuple[Out, State], Tuple[Out, State])
    Definition Classes
    Layer
  8. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  9. val cellBw: RNNCell[Out, State, OutShape, StateShape]
  10. val cellFw: RNNCell[Out, State, OutShape, StateShape]
  11. def clone(): AnyRef
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @native() @throws( ... )
  12. def compose[S](other: Layer[(Tuple[Out, State], Tuple[Out, State]), S]): Compose[Out, (Tuple[Out, State], Tuple[Out, State]), S]
    Definition Classes
    Layer
  13. def concatenate(others: Layer[Out, (Tuple[Out, State], Tuple[Out, State])]*): Concatenate[Out, (Tuple[Out, State], Tuple[Out, State])]
    Definition Classes
    Layer
  14. final def currentStep: ops.Output[Long]
    Definition Classes
    Layer
  15. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  16. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  17. def finalize(): Unit
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  18. def forward(input: Out)(implicit mode: Mode): (Tuple[Out, State], Tuple[Out, State])
    Definition Classes
    Layer
  19. def forwardWithoutContext(input: Out)(implicit mode: Mode): (Tuple[Out, State], Tuple[Out, State])
    Definition Classes
    BidirectionalRNN → Layer
  20. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  21. final def getParameter[P](name: String, shape: core.Shape, initializer: Initializer = null, regularizer: Regularizer = null, trainable: Boolean = true, reuse: Reuse = ReuseOrCreateNew, collections: Set[Key[ops.variables.Variable[Any]]] = Set.empty, cachingDevice: (OpSpecification) ⇒ String = null)(implicit arg0: core.types.TF[P]): ops.Output[P]
    Definition Classes
    Layer
  22. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  23. val initialStateBw: () ⇒ State
  24. val initialStateFw: () ⇒ State
  25. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  26. val layerType: String
    Definition Classes
    BidirectionalRNN → Layer
  27. def map[MR](mapFn: ((Tuple[Out, State], Tuple[Out, State])) ⇒ MR): Layer[Out, MR]
    Definition Classes
    Layer
  28. val name: String
    Definition Classes
    BidirectionalRNN → Layer
  29. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  30. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  31. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  32. val parallelIterations: Int
  33. val sequenceLengths: tensors.Tensor[Int]
  34. val swapMemory: Boolean
  35. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  36. val timeMajor: Boolean
  37. def toString(): String
    Definition Classes
    Layer → AnyRef → Any
  38. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  39. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  40. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @throws( ... )
  41. def withConcatenatedOutputs: Layer[Out, Tuple[Out, (State, State)]]

Inherited from Layer[Out, (Tuple[Out, State], Tuple[Out, State])]

Inherited from AnyRef

Inherited from Any

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