com.thoughtworks.deeplearning.DifferentiableINDArray.Layers

PlusINDArray

final case class PlusINDArray[Input0 <: Tape](operand1: Aux[Input0, Tape], operand2: Aux[Input0, Tape]) extends Binary with Product with Serializable

Linear Supertypes
Serializable, Serializable, Product, Equals, Binary, CumulativeLayer, Layer, AnyRef, Any
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Inherited
  1. PlusINDArray
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. Binary
  7. CumulativeLayer
  8. Layer
  9. AnyRef
  10. Any
Implicitly
  1. by toINDArrayLayerOps
  2. by any2stringadd
  3. by any2stringfmt
  4. by any2ArrowAssoc
  5. by any2Ensuring
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  1. Public
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Instance Constructors

  1. new PlusINDArray(operand1: Aux[Input0, Tape], operand2: Aux[Input0, Tape])

Type Members

  1. trait BinaryTape extends ReferenceCount

    Attributes
    protected
    Definition Classes
    Binary

  2. type CumulativeTape = INDArraySemigroupTape with SemigroupTape with BinaryTape

    Definition Classes
    PlusINDArray → Binary → CumulativeLayer

  3. type Input = Input0

    Definition Classes
    PlusINDArray → Layer

  4. trait MonoidTape extends ReferenceCount

    Attributes
    protected
    Definition Classes
    CumulativeLayer

  5. type Output = CumulativeTape.Self

    A cumulative Tape returned by forward.

  6. trait ReferenceCount extends Tape

    Attributes
    protected
    Definition Classes
    CumulativeLayer

  7. trait SemigroupTape extends ReferenceCount

    Attributes
    protected
    Definition Classes
    CumulativeLayer

Value Members

  1. final def !=(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  2. final def !=(arg0: Any): Boolean

    Definition Classes
    Any

  3. final def ##(): Int

    Definition Classes
    AnyRef → Any

  4. def +(other: String): String

    Implicit information
    This member is added by an implicit conversion from PlusINDArray[Input0] to StringAdd performed by method any2stringadd in scala.Predef.
    Definition Classes
    StringAdd

  5. def ->[B](y: B): (PlusINDArray[Input0], B)

    Implicit information
    This member is added by an implicit conversion from PlusINDArray[Input0] to ArrowAssoc[PlusINDArray[Input0]] performed by method any2ArrowAssoc in scala.Predef.
    Definition Classes
    ArrowAssoc
    Annotations
    @inline()

  6. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  8. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  9. def clone(): AnyRef

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

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

    Implicit information
    This member is added by an implicit conversion from PlusINDArray[Input0] 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[PlusINDArray[Input0], 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

  11. def ensuring(cond: (PlusINDArray[Input0]) ⇒ Boolean, msg: ⇒ Any): PlusINDArray[Input0]

    Implicit information
    This member is added by an implicit conversion from PlusINDArray[Input0] to Ensuring[PlusINDArray[Input0]] performed by method any2Ensuring in scala.Predef.
    Definition Classes
    Ensuring

  12. def ensuring(cond: (PlusINDArray[Input0]) ⇒ Boolean): PlusINDArray[Input0]

    Implicit information
    This member is added by an implicit conversion from PlusINDArray[Input0] to Ensuring[PlusINDArray[Input0]] performed by method any2Ensuring in scala.Predef.
    Definition Classes
    Ensuring

  13. def ensuring(cond: Boolean, msg: ⇒ Any): PlusINDArray[Input0]

    Implicit information
    This member is added by an implicit conversion from PlusINDArray[Input0] to Ensuring[PlusINDArray[Input0]] performed by method any2Ensuring in scala.Predef.
    Definition Classes
    Ensuring

  14. def ensuring(cond: Boolean): PlusINDArray[Input0]

    Implicit information
    This member is added by an implicit conversion from PlusINDArray[Input0] to Ensuring[PlusINDArray[Input0]] performed by method any2Ensuring in scala.Predef.
    Definition Classes
    Ensuring

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

    Definition Classes
    AnyRef

  16. def finalize(): Unit

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

  17. def formatted(fmtstr: String): String

    Implicit information
    This member is added by an implicit conversion from PlusINDArray[Input0] to StringFormat performed by method any2stringfmt in scala.Predef.
    Definition Classes
    StringFormat
    Annotations
    @inline()

  18. final def forward(input: Input): Output

    Returns the returns the result of rawForward.

    Returns the returns the result of rawForward.

    If this method is called more than once with the same input parameter, during one iteration, the result will be cached and the rawForward will be executed only once.

    Definition Classes
    CumulativeLayer → Layer

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

    Definition Classes
    AnyRef → Any

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

    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 PlusINDArray[Input0] 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[PlusINDArray[Input0], 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

  21. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

  22. def mean: Aux[Input, Tape]

    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 PlusINDArray[Input0] 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[PlusINDArray[Input0], 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

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

    Definition Classes
    AnyRef

  24. final def notify(): Unit

    Definition Classes
    AnyRef

  25. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  26. val operand1: Aux[Input0, Tape]

    Definition Classes
    PlusINDArray → Binary

  27. val operand2: Aux[Input0, Tape]

    Definition Classes
    PlusINDArray → Binary

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

    [use case]

    [use case]
    Implicit information
    This member is added by an implicit conversion from PlusINDArray[Input0] 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[PlusINDArray[Input0], 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]

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

    [use case]

    [use case]
    Implicit information
    This member is added by an implicit conversion from PlusINDArray[Input0] 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[PlusINDArray[Input0], 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 rawForward(input0: Input): CumulativeTape

    Performs the underlying forward pass.

    Performs the underlying forward pass.

    returns

    a Tape that will be cached for subsequent forward

    Attributes
    protected
    Definition Classes
    PlusINDArray → CumulativeLayer

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

    [use case]

    [use case]
    Implicit information
    This member is added by an implicit conversion from PlusINDArray[Input0] 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[PlusINDArray[Input0], 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]

    [use case]

    [use case]
    Implicit information
    This member is added by an implicit conversion from PlusINDArray[Input0] 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[PlusINDArray[Input0], 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)]]

    Returns shape of INDArray

    Returns shape of INDArray

    Implicit information
    This member is added by an implicit conversion from PlusINDArray[Input0] 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[PlusINDArray[Input0], 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]

    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 PlusINDArray[Input0] 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[PlusINDArray[Input0], 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]

    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 PlusINDArray[Input0] 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[PlusINDArray[Input0], 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

    Definition Classes
    AnyRef

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

    Implicit information
    This member is added by an implicit conversion from PlusINDArray[Input0] 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[PlusINDArray[Input0], 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 unary_-: Aux[Input, Tape]

    Returns opposite of all elements

    Returns opposite of all elements

    Implicit information
    This member is added by an implicit conversion from PlusINDArray[Input0] 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[PlusINDArray[Input0], 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

  39. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  42. def →[B](y: B): (PlusINDArray[Input0], B)

    Implicit information
    This member is added by an implicit conversion from PlusINDArray[Input0] to ArrowAssoc[PlusINDArray[Input0]] performed by method any2ArrowAssoc in scala.Predef.
    Definition Classes
    ArrowAssoc

Shadowed Implicit Value Members

  1. val self: Any

    Implicit information
    This member is added by an implicit conversion from PlusINDArray[Input0] to StringAdd performed by method any2stringadd in scala.Predef.
    Shadowing
    This implicitly inherited member is ambiguous. One or more implicitly inherited members have similar signatures, so calling this member may produce an ambiguous implicit conversion compiler error.
    To access this member you can use a type ascription:
    (plusINDArray: StringAdd).self
    Definition Classes
    StringAdd

  2. val self: Any

    Implicit information
    This member is added by an implicit conversion from PlusINDArray[Input0] to StringFormat performed by method any2stringfmt in scala.Predef.
    Shadowing
    This implicitly inherited member is ambiguous. One or more implicitly inherited members have similar signatures, so calling this member may produce an ambiguous implicit conversion compiler error.
    To access this member you can use a type ascription:
    (plusINDArray: StringFormat).self
    Definition Classes
    StringFormat

Deprecated Value Members

  1. def x: PlusINDArray[Input0]

    Implicit information
    This member is added by an implicit conversion from PlusINDArray[Input0] to ArrowAssoc[PlusINDArray[Input0]] performed by method any2ArrowAssoc in scala.Predef.
    Shadowing
    This implicitly inherited member is ambiguous. One or more implicitly inherited members have similar signatures, so calling this member may produce an ambiguous implicit conversion compiler error.
    To access this member you can use a type ascription:
    (plusINDArray: ArrowAssoc[PlusINDArray[Input0]]).x
    Definition Classes
    ArrowAssoc
    Annotations
    @deprecated
    Deprecated

    (Since version 2.10.0) Use leftOfArrow instead

  2. def x: PlusINDArray[Input0]

    Implicit information
    This member is added by an implicit conversion from PlusINDArray[Input0] to Ensuring[PlusINDArray[Input0]] performed by method any2Ensuring in scala.Predef.
    Shadowing
    This implicitly inherited member is ambiguous. One or more implicitly inherited members have similar signatures, so calling this member may produce an ambiguous implicit conversion compiler error.
    To access this member you can use a type ascription:
    (plusINDArray: Ensuring[PlusINDArray[Input0]]).x
    Definition Classes
    Ensuring
    Annotations
    @deprecated
    Deprecated

    (Since version 2.10.0) Use resultOfEnsuring instead

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from Binary

Inherited from CumulativeLayer

Inherited from Layer

Inherited from AnyRef

Inherited from Any

Inherited by implicit conversion toINDArrayLayerOps from PlusINDArray[Input0] to INDArrayLayerOps[Input]

Inherited by implicit conversion any2stringadd from PlusINDArray[Input0] to StringAdd

Inherited by implicit conversion any2stringfmt from PlusINDArray[Input0] to StringFormat

Inherited by implicit conversion any2ArrowAssoc from PlusINDArray[Input0] to ArrowAssoc[PlusINDArray[Input0]]

Inherited by implicit conversion any2Ensuring from PlusINDArray[Input0] to Ensuring[PlusINDArray[Input0]]

Ungrouped