Trait

com.thoughtworks.deeplearning.DifferentiableINDArray.Optimizers

Adam

Related Doc: package Optimizers

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trait Adam extends Optimizer

Linear Supertypes
Optimizer, AnyRef, Any
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Inherited
  1. Adam
  2. Optimizer
  3. AnyRef
  4. Any
Implicitly
  1. by toINDArrayLayerOps
  2. by any2stringadd
  3. by StringFormat
  4. by Ensuring
  5. by ArrowAssoc
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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: String): String

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    Implicit information
    This member is added by an implicit conversion from Adam to any2stringadd[Adam] performed by method any2stringadd in scala.Predef.
    Definition Classes
    any2stringadd

  4. def ->[B](y: B): (Adam, B)

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    Implicit information
    This member is added by an implicit conversion from Adam to ArrowAssoc[Adam] performed by method ArrowAssoc in scala.Predef.
    Definition Classes
    ArrowAssoc
    Annotations
    @inline()

  5. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  7. def beta1: Double

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    Attributes
    protected

  8. def beta2: Double

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    Attributes
    protected

  9. def clone(): AnyRef

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

  10. def currentDelta(oldValue: INDArray, delta: INDArray): INDArray

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    Definition Classes
    Adam → Optimizer

  11. def dot[Right](right: Right)(implicit rightToLayer: Aux[Right, Input, INDArray, INDArray]): Aux[Input, Tape]

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    Implicit information
    This member is added by an implicit conversion from Adam to INDArrayLayerOps[Input] performed by method toINDArrayLayerOps in com.thoughtworks.deeplearning.DifferentiableINDArray. This conversion will take place only if an implicit value of type Aux[Adam, Input, OutputData, OutputDelta] is in scope and at the same time an implicit value of type <:<[Aux[Input, Aux[OutputData, OutputDelta]], Aux[Input, Aux[INDArray, INDArray]]] is in scope.
    Definition Classes
    INDArrayLayerOps

  12. def ensuring(cond: (Adam) ⇒ Boolean, msg: ⇒ Any): Adam

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    Implicit information
    This member is added by an implicit conversion from Adam to Ensuring[Adam] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring

  13. def ensuring(cond: (Adam) ⇒ Boolean): Adam

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    Implicit information
    This member is added by an implicit conversion from Adam to Ensuring[Adam] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring

  14. def ensuring(cond: Boolean, msg: ⇒ Any): Adam

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    Implicit information
    This member is added by an implicit conversion from Adam to Ensuring[Adam] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring

  15. def ensuring(cond: Boolean): Adam

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    Implicit information
    This member is added by an implicit conversion from Adam to Ensuring[Adam] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring

  16. def eps(): Double

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    Attributes
    protected

  17. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  18. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  19. def finalize(): Unit

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

  20. def formatted(fmtstr: String): String

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    Implicit information
    This member is added by an implicit conversion from Adam to StringFormat[Adam] performed by method StringFormat in scala.Predef.
    Definition Classes
    StringFormat
    Annotations
    @inline()

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

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    Definition Classes
    AnyRef → Any

  22. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  23. def im2col(kernel: Array[Int], stride: Array[Int], padding: Array[Int]): Aux[Input, Tape]

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    Im2col ops

    Im2col ops

    kernel

    kernel size / filter size

    stride

    stride size

    padding

    padding size

    Implicit information
    This member is added by an implicit conversion from Adam to INDArrayLayerOps[Input] performed by method toINDArrayLayerOps in com.thoughtworks.deeplearning.DifferentiableINDArray. This conversion will take place only if an implicit value of type Aux[Adam, Input, OutputData, OutputDelta] is in scope and at the same time an implicit value of type <:<[Aux[Input, Aux[OutputData, OutputDelta]], Aux[Input, Aux[INDArray, INDArray]]] is in scope.
    Definition Classes
    INDArrayLayerOps

  24. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  25. def mean: Aux[Input, Tape]

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    Returns mean of all elements of INDArray

    Returns mean of all elements of INDArray

    Implicit information
    This member is added by an implicit conversion from Adam to INDArrayLayerOps[Input] performed by method toINDArrayLayerOps in com.thoughtworks.deeplearning.DifferentiableINDArray. This conversion will take place only if an implicit value of type Aux[Adam, Input, OutputData, OutputDelta] is in scope and at the same time an implicit value of type <:<[Aux[Input, Aux[OutputData, OutputDelta]], Aux[Input, Aux[INDArray, INDArray]]] is in scope.
    Definition Classes
    INDArrayLayerOps

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

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    Definition Classes
    AnyRef

  27. final def notify(): Unit

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    Definition Classes
    AnyRef

  28. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  29. def permute(newShape: Aux[Input, Aux[Int, Float]]*): Aux[Input, Tape]

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    [use case]

    [use case]
    Implicit information
    This member is added by an implicit conversion from Adam to INDArrayLayerOps[Input] performed by method toINDArrayLayerOps in com.thoughtworks.deeplearning.DifferentiableINDArray. This conversion will take place only if an implicit value of type Aux[Adam, Input, OutputData, OutputDelta] is in scope and at the same time an implicit value of type <:<[Aux[Input, Aux[OutputData, OutputDelta]], Aux[Input, Aux[INDArray, INDArray]]] is in scope.
    Definition Classes
    INDArrayLayerOps
    Full Signature

    def permute[Element](newShape: Element*)(implicit toLayer: Aux[Element, Input, Int, Float]): Aux[Input, Tape]

  30. def permute(newShape: Int*): Aux[Input, Tape]

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    [use case]

    [use case]
    Implicit information
    This member is added by an implicit conversion from Adam to INDArrayLayerOps[Input] performed by method toINDArrayLayerOps in com.thoughtworks.deeplearning.DifferentiableINDArray. This conversion will take place only if an implicit value of type Aux[Adam, Input, OutputData, OutputDelta] is in scope and at the same time an implicit value of type <:<[Aux[Input, Aux[OutputData, OutputDelta]], Aux[Input, Aux[INDArray, INDArray]]] is in scope.
    Definition Classes
    INDArrayLayerOps
    Full Signature

    def permute[Element](newShape: Element*)(implicit toLayer: Aux[Element, Input, Int, Float]): Aux[Input, Tape]

  31. def reshape(newShape: Aux[Input, Aux[Int, Float]]*): Aux[Input, Tape]

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    [use case]

    [use case]
    Implicit information
    This member is added by an implicit conversion from Adam to INDArrayLayerOps[Input] performed by method toINDArrayLayerOps in com.thoughtworks.deeplearning.DifferentiableINDArray. This conversion will take place only if an implicit value of type Aux[Adam, Input, OutputData, OutputDelta] is in scope and at the same time an implicit value of type <:<[Aux[Input, Aux[OutputData, OutputDelta]], Aux[Input, Aux[INDArray, INDArray]]] is in scope.
    Definition Classes
    INDArrayLayerOps
    Full Signature

    def reshape[Element](newShape: Element*)(implicit toLayer: Aux[Element, Input, Int, Float]): Aux[Input, Tape]

  32. def reshape(newShape: Int*): Aux[Input, Tape]

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    [use case]

    [use case]
    Implicit information
    This member is added by an implicit conversion from Adam to INDArrayLayerOps[Input] performed by method toINDArrayLayerOps in com.thoughtworks.deeplearning.DifferentiableINDArray. This conversion will take place only if an implicit value of type Aux[Adam, Input, OutputData, OutputDelta] is in scope and at the same time an implicit value of type <:<[Aux[Input, Aux[OutputData, OutputDelta]], Aux[Input, Aux[INDArray, INDArray]]] is in scope.
    Definition Classes
    INDArrayLayerOps
    Full Signature

    def reshape[Element](newShape: Element*)(implicit toLayer: Aux[Element, Input, Int, Float]): Aux[Input, Tape]

  33. def shape: Aux[Input, Aux[Seq[Int], (Int, Float)]]

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    Returns shape of INDArray

    Returns shape of INDArray

    Implicit information
    This member is added by an implicit conversion from Adam to INDArrayLayerOps[Input] performed by method toINDArrayLayerOps in com.thoughtworks.deeplearning.DifferentiableINDArray. This conversion will take place only if an implicit value of type Aux[Adam, Input, OutputData, OutputDelta] is in scope and at the same time an implicit value of type <:<[Aux[Input, Aux[OutputData, OutputDelta]], Aux[Input, Aux[INDArray, INDArray]]] is in scope.
    Definition Classes
    INDArrayLayerOps

  34. def sum(dimensions: Int*): Aux[Input, Tape]

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    Returns sum dimensions of INDArray,will Returns an INDArrayPlaceholder

    Returns sum dimensions of INDArray,will Returns an INDArrayPlaceholder

    Implicit information
    This member is added by an implicit conversion from Adam to INDArrayLayerOps[Input] performed by method toINDArrayLayerOps in com.thoughtworks.deeplearning.DifferentiableINDArray. This conversion will take place only if an implicit value of type Aux[Adam, Input, OutputData, OutputDelta] is in scope and at the same time an implicit value of type <:<[Aux[Input, Aux[OutputData, OutputDelta]], Aux[Input, Aux[INDArray, INDArray]]] is in scope.
    Definition Classes
    INDArrayLayerOps

  35. def sum: Aux[Input, Tape]

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    Returns sum of all elements of INDArray

    Returns sum of all elements of INDArray

    Implicit information
    This member is added by an implicit conversion from Adam to INDArrayLayerOps[Input] performed by method toINDArrayLayerOps in com.thoughtworks.deeplearning.DifferentiableINDArray. This conversion will take place only if an implicit value of type Aux[Adam, Input, OutputData, OutputDelta] is in scope and at the same time an implicit value of type <:<[Aux[Input, Aux[OutputData, OutputDelta]], Aux[Input, Aux[INDArray, INDArray]]] is in scope.
    Definition Classes
    INDArrayLayerOps

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

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    Definition Classes
    AnyRef

  37. def toSeq: Aux[Input, Aux[Seq[Seq[Double]], (Int, (Int, Double))]]

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    Implicit information
    This member is added by an implicit conversion from Adam to INDArrayLayerOps[Input] performed by method toINDArrayLayerOps in com.thoughtworks.deeplearning.DifferentiableINDArray. This conversion will take place only if an implicit value of type Aux[Adam, Input, OutputData, OutputDelta] is in scope and at the same time an implicit value of type <:<[Aux[Input, Aux[OutputData, OutputDelta]], Aux[Input, Aux[INDArray, INDArray]]] is in scope.
    Definition Classes
    INDArrayLayerOps

  38. def toString(): String

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    Definition Classes
    AnyRef → Any

  39. def unary_-: Aux[Input, Tape]

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    Returns opposite of all elements

    Returns opposite of all elements

    Implicit information
    This member is added by an implicit conversion from Adam to INDArrayLayerOps[Input] performed by method toINDArrayLayerOps in com.thoughtworks.deeplearning.DifferentiableINDArray. This conversion will take place only if an implicit value of type Aux[Adam, Input, OutputData, OutputDelta] is in scope and at the same time an implicit value of type <:<[Aux[Input, Aux[OutputData, OutputDelta]], Aux[Input, Aux[INDArray, INDArray]]] is in scope.
    Definition Classes
    INDArrayLayerOps

  40. final def updateNDArray(oldValue: INDArray, delta: INDArray): INDArray

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    Definition Classes
    Optimizer

  41. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  44. def →[B](y: B): (Adam, B)

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    Implicit information
    This member is added by an implicit conversion from Adam to ArrowAssoc[Adam] performed by method ArrowAssoc in scala.Predef.
    Definition Classes
    ArrowAssoc

Inherited from Optimizer

Inherited from AnyRef

Inherited from Any

Inherited by implicit conversion toINDArrayLayerOps from Adam to INDArrayLayerOps[Input]

Inherited by implicit conversion any2stringadd from Adam to any2stringadd[Adam]

Inherited by implicit conversion StringFormat from Adam to StringFormat[Adam]

Inherited by implicit conversion Ensuring from Adam to Ensuring[Adam]

Inherited by implicit conversion ArrowAssoc from Adam to ArrowAssoc[Adam]

Ungrouped