Value Members

1.  final def !=(arg0: Any): Boolean

   Definition Classes

   AnyRef → Any

2.  final def ##(): Int

   Definition Classes

   AnyRef → Any

3.  def *[S](other: Double)(implicit arg0: Sc[S]): Variable

   Definition Classes

   Variable

4.  def *[S](other: Variable)(implicit arg0: Sc[S]): Variable

   Definition Classes

   Variable

5.  def +[S](other: Double)(implicit arg0: Sc[S]): Variable

   Definition Classes

   Variable

6.  def +[S](other: Variable)(implicit arg0: Sc[S]): Variable

   Definition Classes

   Variable

7.  def -[S](other: Variable)(implicit arg0: Sc[S]): Variable

   Definition Classes

   Variable

8.  def /[S](other: Variable)(implicit arg0: Sc[S]): Variable

   Definition Classes

   Variable

9.  final def ==(arg0: Any): Boolean

   Definition Classes

   AnyRef → Any

10.  def argmax[S](dim: Long, keepDim: Boolean)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

11.  final def asInstanceOf[T0]: T0

    Definition Classes

    Any

12.  def assign[S](other: Variable)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

13.  def atan[S](implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

14.  def backprop(): Unit

    Runs the backpropagation algorithm starting from this value

    Runs the backpropagation algorithm starting from this value

    Only meaningful if this is scalar i.e. the number of elements in the value tensor is 1.

    Definition Classes

    Variable

15.  def binaryCrossEntropyWithLogitsLoss[S](target: STen, posWeights: Option[STen] = None, reduction: Reduction = Mean)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

16.  def bmm[S](other: Variable)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

17.  def cast[S](precision: FloatingPointPrecision)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

18.  def cat[S](other: Variable, dim: Long)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

19.  def clone(): AnyRef

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... ) @native()

20.  def colSum[S](implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

21.  def cos[S](implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

22.  def cross[S](other: Variable, dim: Int)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

23.  def crossEntropy[S](other: Variable)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

24.  def detached: Constant

    Returns an other Variable wrapping the same value tensor, without any parent and with needsGrad=false.

    Returns an other Variable wrapping the same value tensor, without any parent and with needsGrad=false.

    Definition Classes

    Variable

25.  def diag[S](diagonal: Long)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

26.  def dropout[S](prob: Double, train: Boolean)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

27.  final def eq(arg0: AnyRef): Boolean

    Definition Classes

    AnyRef

28.  def euclideanDistance[S](b: Variable, dim: Int)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

29.  def exp[S](implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

30.  def expandAs[S](other: STen)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

31.  def finalize(): Unit

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( classOf[java.lang.Throwable] )

32.  def flatten[S](startDim: Int, endDim: Int)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

33.  def flatten[S](startDim: Int)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

34.  def flatten[S](implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

35.  def flattenLastDimensions[S](dims: Int)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

36.  def gelu[S](implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

37.  final def getClass(): Class[_]

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

38.  def graphMemoryAllocationReport: GraphMemoryAllocationReport

    Definition Classes

    Variable

39.  val id: UUID

    Returns unique, stable and random UUID.

    Returns unique, stable and random UUID.

    Definition Classes

    Variable

40.  def indexAdd[S](index: Variable, dim: Int, maxIndex: Long)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

41.  def indexSelect[S](dim: Long, index: Variable)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

42.  def inv[S](implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

43.  final def isInstanceOf[T0]: Boolean

    Definition Classes

    Any

44.  def l1Loss[S](target: STen, reduction: Reduction = Mean)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

45.  def leakyRelu[S](negativeSlope: Double)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

46.  def log[S](implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

47.  def log1p[S](implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

48.  def logSoftMax[S](dim: Int)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

49.  def logdet[S](implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

50.  def makeBooleanMask[S](q: Long)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

51.  def maskFill[S](mask: Variable, fill: Double)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

52.  def maskSelect[S](mask: Variable)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

53.  def mean[S](dim: List[Int], keepDim: Boolean)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

54.  def mean[S](dim: List[Int])(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

55.  def mm[S](other: Variable)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

56.  def mseLoss[S](target: STen, reduction: Reduction = Mean)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

57.  final def ne(arg0: AnyRef): Boolean

    Definition Classes

    AnyRef

58.  def needsGrad: Boolean

    Returns true if lamp.autograd.Variable.partialDerivative is defined.

    Returns true if lamp.autograd.Variable.partialDerivative is defined.

    Definition Classes

    Variable

59.  def nllLoss[S](target: STen, weights: STen, reduction: Reduction = Mean, ignore: Long = -100L)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

60.  def normalize[S](dim: List[Int])(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

61.  final def notify(): Unit

    Definition Classes

    AnyRef

    Annotations

    @native()

62.  final def notifyAll(): Unit

    Definition Classes

    AnyRef

    Annotations

    @native()

63.  def oneHot[S](numClasses: Int)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

64.  final def op: None.type

    The parent operation of this value in the computational graph.

    The parent operation of this value in the computational graph. Empty for constants.

    Definition Classes

    Constant → Variable

65.  def options[S](implicit arg0: Sc[S]): STenOptions

    Returns the tensor options of its value.

    Returns the tensor options of its value.

    Definition Classes

    Variable

66.  val partialDerivative: Some[STen]

    The partial derivative, or a placeholder tensor for the partial derivative.

    The partial derivative, or a placeholder tensor for the partial derivative.

    Returns empty iff this Variable needs no gradient computation. Otherwise a placeholder tensor is allocated upfront when the Variable is allocated.

    Definition Classes

    ConstantWithGrad → Variable

67.  val pd: STen
68.  def pow[S](exponent: Variable)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

69.  def pow[S](const: Double)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

70.  def relu[S](implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

71.  def repeatInterleave[S](repeats: Variable, dim: Int)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

72.  def reshape[S](shape: List[Long])(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

73.  def rowSum[S](implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

74.  def scatterAdd[S](index: Variable, dim: Int, maxIndex: Long)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

75.  def select[S](dim: Long, index: Long)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

76.  def shape: List[Long]

    Returns the shape of its value.

    Returns the shape of its value.

    Definition Classes

    Variable

77.  def sigmoid[S](implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

78.  def sin[S](implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

79.  val sizes: List[Long]

    Returns the shape of its value.

    Returns the shape of its value.

    Definition Classes

    Variable

80.  def softplus[S](beta: Double, threshold: Double)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

81.  def squaredFrobenius[S](implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

82.  def sum[S](dim: List[Int], keepDim: Boolean)(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

83.  def sum[S](implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

84.  def swish1[S](implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

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

    Definition Classes

    AnyRef

86.  def t[S](implicit arg0: Sc[S]): Variable

    Returns a new variable with the first two dimensions transposed.

    Returns a new variable with the first two dimensions transposed.

    Definition Classes

    Variable

87.  def tan[S](implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

88.  def tanh[S](implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

89.  def toDense[S](implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

90.  def toLongMat: Mat[Long]

    Definition Classes

    Variable

91.  def toMat: Mat[Double]

    Definition Classes

    Variable

92.  def toString(): String

    Definition Classes

    Variable → AnyRef → Any

93.  def transpose[S](dim1: Int, dim2: Int)(implicit arg0: Sc[S]): Variable

    Returns a new variable with the respective dimensions transposed.

    Returns a new variable with the respective dimensions transposed.

    Definition Classes

    Variable

94.  val value: STen

    The actual tensor value of this Variable.

    The actual tensor value of this Variable.

    Definition Classes

    ConstantWithGrad → Variable

95.  def variance[S](dim: List[Int])(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

96.  def view[S](shape: List[Long])(implicit arg0: Sc[S]): Variable

    Definition Classes

    Variable

97.  final def wait(): Unit

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

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

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

99.  final def wait(arg0: Long): Unit

    Definition Classes

    AnyRef

    Annotations

    @throws( ... ) @native()

100.  lazy val wengert: Seq[Variable]

     Returns the Wengert list

     Returns the Wengert list

     Definition Classes

     Variable

101.  def withGrad[S](implicit arg0: Sc[S]): ConstantWithGrad

     Returns an other Variable wrapping the same value tensor, without any parent and with needsGrad=true.

     Returns an other Variable wrapping the same value tensor, without any parent and with needsGrad=true.

     Definition Classes

     Variable

102.  def zeroGrad(): Unit

     In place zeros out the partial derivative

     In place zeros out the partial derivative

     Definition Classes

     Variable

103.  def zipBackward(fn: (STen, STen) ⇒ Unit): (Variable, (STen, STen) ⇒ Unit)

     Returns a pair of this instance and the supplied function

     Returns a pair of this instance and the supplied function

     Definition Classes

     Variable