Packages

class LSTMCell[T] extends RNNCell[ops.Output[T], LSTMState[T], Shape, (Shape, Shape)]

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Inherited
  1. LSTMCell
  2. RNNCell
  3. Layer
  4. AnyRef
  5. Any
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Visibility
  1. Public
  2. Protected

Instance Constructors

  1. new LSTMCell(name: String, numUnits: Int, activation: (ops.Output[T]) => ops.Output[T], forgetBias: Float = 1.0f, usePeepholes: Boolean = false, cellClip: Float = -1, projectionSize: Int = -1, projectionClip: Float = -1, kernelInitializer: Initializer = null, biasInitializer: Initializer = ZerosInitializer)(implicit arg0: core.types.TF[T], arg1: core.types.IsNotQuantized[T])

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##: Int
    Definition Classes
    AnyRef → Any
  3. def +(other: Layer[Tuple[ops.Output[T], LSTMState[T]], Tuple[ops.Output[T], LSTMState[T]]]): Concatenate[Tuple[ops.Output[T], LSTMState[T]], Tuple[ops.Output[T], LSTMState[T]]]
    Definition Classes
    Layer
  4. def ++(others: Seq[Layer[Tuple[ops.Output[T], LSTMState[T]], Tuple[ops.Output[T], LSTMState[T]]]]): Concatenate[Tuple[ops.Output[T], LSTMState[T]], Tuple[ops.Output[T], LSTMState[T]]]
    Definition Classes
    Layer
  5. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  6. def >>[S](other: Layer[Tuple[ops.Output[T], LSTMState[T]], S]): Compose[Tuple[ops.Output[T], LSTMState[T]], Tuple[ops.Output[T], LSTMState[T]], S]
    Definition Classes
    Layer
  7. val activation: (ops.Output[T]) => ops.Output[T]
  8. def apply(input: Tuple[ops.Output[T], LSTMState[T]])(implicit mode: Mode): Tuple[ops.Output[T], LSTMState[T]]
    Definition Classes
    Layer
  9. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  10. val biasInitializer: Initializer
  11. val cellClip: Float
  12. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.CloneNotSupportedException]) @native() @HotSpotIntrinsicCandidate()
  13. def compose[S](other: Layer[Tuple[ops.Output[T], LSTMState[T]], S]): Compose[Tuple[ops.Output[T], LSTMState[T]], Tuple[ops.Output[T], LSTMState[T]], S]
    Definition Classes
    Layer
  14. def concatenate(others: Layer[Tuple[ops.Output[T], LSTMState[T]], Tuple[ops.Output[T], LSTMState[T]]]*): Concatenate[Tuple[ops.Output[T], LSTMState[T]], Tuple[ops.Output[T], LSTMState[T]]]
    Definition Classes
    Layer
  15. final def createCell(mode: Mode, inputShape: Shape): ops.rnn.cell.RNNCell[ops.Output[T], LSTMState[T], Shape, (Shape, Shape)]
    Definition Classes
    RNNCell
  16. def createCellWithoutContext(mode: Mode, inputShape: Shape): ops.rnn.cell.LSTMCell[T]
    Definition Classes
    LSTMCell → RNNCell
  17. final def currentStep: ops.Output[Long]
    Definition Classes
    Layer
  18. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  19. def equals(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef → Any
  20. implicit val evOutputToShapeOut: Aux[ops.Output[T], Shape]
    Definition Classes
    RNNCell
  21. implicit val evOutputToShapeState: Aux[LSTMState[T], (Shape, Shape)]
    Definition Classes
    RNNCell
  22. val forgetBias: Float
  23. def forward(input: Tuple[ops.Output[T], LSTMState[T]])(implicit mode: Mode): Tuple[ops.Output[T], LSTMState[T]]
    Definition Classes
    Layer
  24. final def forwardWithoutContext(input: Tuple[ops.Output[T], LSTMState[T]])(implicit mode: Mode): Tuple[ops.Output[T], LSTMState[T]]
    Definition Classes
    RNNCell → Layer
  25. final def getClass(): Class[_ <: AnyRef]
    Definition Classes
    AnyRef → Any
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  26. 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
  27. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  28. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  29. val kernelInitializer: Initializer
  30. val layerType: String
    Definition Classes
    LSTMCell → Layer
  31. def map[MR](mapFn: (Tuple[ops.Output[T], LSTMState[T]]) => MR): Layer[Tuple[ops.Output[T], LSTMState[T]], MR]
    Definition Classes
    Layer
  32. val name: String
    Definition Classes
    LSTMCell → RNNCell → Layer
  33. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  34. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  35. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  36. val numUnits: Int
  37. val projectionClip: Float
  38. val projectionSize: Int
  39. final def synchronized[T0](arg0: => T0): T0
    Definition Classes
    AnyRef
  40. def toString(): String
    Definition Classes
    Layer → AnyRef → Any
  41. val usePeepholes: Boolean
  42. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  43. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException]) @native()
  44. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])

Deprecated Value Members

  1. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.Throwable]) @Deprecated @deprecated
    Deprecated

    (Since version ) see corresponding Javadoc for more information.

Inherited from RNNCell[ops.Output[T], LSTMState[T], Shape, (Shape, Shape)]

Inherited from Layer[Tuple[ops.Output[T], LSTMState[T]], Tuple[ops.Output[T], LSTMState[T]]]

Inherited from AnyRef

Inherited from Any

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