Class/Object

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

ResidualWrapper

Related Docs: object ResidualWrapper | package cell

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class ResidualWrapper[O, OS, S, SS] extends RNNCell[O, OS, S, SS]

RNN cell that creates a residual connection (i.e., combining the cell inputs and its outputs) over another RNN cell.

Linear Supertypes
RNNCell[O, OS, S, SS], Layer[Tuple[O, S], Tuple[O, S]], AnyRef, Any
Ordering
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Inherited
  1. ResidualWrapper
  2. RNNCell
  3. Layer
  4. AnyRef
  5. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new ResidualWrapper(name: String, cell: RNNCell[O, OS, S, SS], residualFn: (O, O) ⇒ O)(implicit evO: Aux[O, OS], evS: Aux[S, SS])

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    name

    Name scope (also acting as variable scope) for this layer.

    cell

    RNN cell being wrapped.

    residualFn

    Residual function to use that maps from a tuple of cell input and cell output to the new cell output. Common choices include the addition and the concatenation functions.

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[Tuple[O, S], Tuple[O, S]]): Concatenate[Tuple[O, S], Tuple[O, S]]

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    Definition Classes
    Layer

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

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    Definition Classes
    Layer

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

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    Definition Classes
    Layer

  8. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  9. val cell: RNNCell[O, OS, S, SS]

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    RNN cell being wrapped.

  10. def clone(): AnyRef

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

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

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    Definition Classes
    Layer

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

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    Definition Classes
    Layer

  13. final def createCell(mode: Mode, inputShape: OS): ops.rnn.cell.RNNCell[O, OS, S, SS]

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    Definition Classes
    RNNCell

  14. def createCellWithoutContext(mode: Mode, inputShape: OS): ops.rnn.cell.RNNCell[O, OS, S, SS]

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    Definition Classes
    ResidualWrapper → RNNCell

  15. final def currentStep: ops.Output

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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: Tuple[O, S])(implicit mode: Mode): Tuple[O, S]

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    Definition Classes
    Layer

  20. final def forwardWithoutContext(input: Tuple[O, S])(implicit mode: Mode): Tuple[O, S]

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    Definition Classes
    RNNCell → Layer

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

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    Definition Classes
    AnyRef → Any

  22. final def getParameter(name: String, dataType: types.DataType, shape: core.Shape, initializer: Initializer = null, regularizer: Regularizer = null, trainable: Boolean = true, reuse: Reuse = ReuseOrCreateNew, collections: Set[Key[ops.variables.Variable]] = Set.empty, cachingDevice: (OpSpecification) ⇒ String = null): ops.Output

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    Definition Classes
    Layer

  23. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  24. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  25. val layerType: String

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    Definition Classes
    ResidualWrapper → Layer

  26. def map[MR](mapFn: (Tuple[O, S]) ⇒ MR): Layer[Tuple[O, S], MR]

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    Definition Classes
    Layer

  27. val name: String

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    Name scope (also acting as variable scope) for this layer.

    Name scope (also acting as variable scope) for this layer.

    Definition Classes
    ResidualWrapper → RNNCell → Layer

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

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    Definition Classes
    AnyRef

  29. final def notify(): Unit

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    Definition Classes
    AnyRef

  30. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  31. val residualFn: (O, O) ⇒ O

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    Residual function to use that maps from a tuple of cell input and cell output to the new cell output.

    Residual function to use that maps from a tuple of cell input and cell output to the new cell output. Common choices include the addition and the concatenation functions.

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

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    Definition Classes
    AnyRef

  33. def toString(): String

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    Definition Classes
    Layer → AnyRef → Any

  34. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from RNNCell[O, OS, S, SS]

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

Inherited from AnyRef

Inherited from Any

Ungrouped