Packages

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

Linear Supertypes
RNNCell[Output[T], LSTMState[T], core.Shape, (core.Shape, core.Shape)], AnyRef, Any
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Inherited
  1. LSTMCell
  2. RNNCell
  3. AnyRef
  4. Any
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Visibility
  1. Public
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Instance Constructors

  1. new LSTMCell(kernel: Output[T], bias: Output[T], activation: (Output[T]) ⇒ Output[T], cellClip: Float = -1, wfDiag: Output[T] = null, wiDiag: Output[T] = null, woDiag: Output[T] = null, projectionKernel: Output[T] = null, projectionClip: Float = -1, forgetBias: Float = 1.0f, name: String = "LSTMCell")(implicit arg0: core.types.TF[T], arg1: core.types.IsNotQuantized[T])
    Attributes
    protected

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  4. val activation: (Output[T]) ⇒ Output[T]
  5. def apply(input: Tuple[Output[T], LSTMState[T]]): Tuple[Output[T], LSTMState[T]]
    Definition Classes
    RNNCell
  6. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  7. val bias: Output[T]
  8. val cellClip: Float
  9. def clone(): AnyRef
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @native() @throws( ... )
  10. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  11. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  12. implicit val evOutputToShapeOut: Aux[Output[T], core.Shape]
    Definition Classes
    RNNCell
  13. implicit val evOutputToShapeState: Aux[LSTMState[T], (core.Shape, core.Shape)]
    Definition Classes
    RNNCell
  14. def finalize(): Unit
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  15. val forgetBias: Float
  16. def forward(input: Tuple[Output[T], LSTMState[T]]): Tuple[Output[T], LSTMState[T]]
    Definition Classes
    LSTMCell → RNNCell
    Annotations
    @throws( ... )
  17. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  18. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  19. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  20. val kernel: Output[T]
  21. val name: String
  22. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  23. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  24. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  25. def outputShape: core.Shape
    Definition Classes
    LSTMCell → RNNCell
  26. val projectionClip: Float
  27. val projectionKernel: Output[T]
  28. def stateShape: (core.Shape, core.Shape)
    Definition Classes
    LSTMCell → RNNCell
  29. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  30. def toString(): String
    Definition Classes
    AnyRef → Any
  31. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  32. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  33. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @throws( ... )
  34. val wfDiag: Output[T]
  35. val wiDiag: Output[T]
  36. val woDiag: Output[T]
  37. def zeroOutput(batchSize: Output[Int], name: String = "ZeroOutput")(implicit evZero: Aux[Output[T], core.Shape]): Output[T]
    Definition Classes
    RNNCell
  38. def zeroState(batchSize: Output[Int], name: String = "ZeroState")(implicit evZero: Aux[LSTMState[T], (core.Shape, core.Shape)]): LSTMState[T]
    Definition Classes
    RNNCell

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

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