Class

com.thoughtworks.deeplearning.DifferentiableINDArray.Layers

Im2col

Related Doc: package Layers

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final case class Im2col[Input0 <: Tape](operand: Aux[Input0, Tape], kernel: Array[Int], stride: Array[Int], padding: Array[Int]) extends Unary with Product with Serializable

Linear Supertypes
Serializable, Serializable, Product, Equals, Unary, CumulativeLayer, Layer, AnyRef, Any
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Inherited
  1. Im2col
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. Unary
  7. CumulativeLayer
  8. Layer
  9. AnyRef
  10. Any
Implicitly
  1. by toINDArrayLayerOps
  2. by any2stringadd
  3. by StringFormat
  4. by Ensuring
  5. by ArrowAssoc
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Visibility
  1. Public
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Instance Constructors

  1. new Im2col(operand: Aux[Input0, Tape], kernel: Array[Int], stride: Array[Int], padding: Array[Int])

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Type Members

  1. type CumulativeTape = INDArraySemigroupTape with SemigroupTape with UnaryTape

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    Definition Classes
    Im2col → Unary → CumulativeLayer

  2. type Input = Input0

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    Definition Classes
    Im2col → Layer

  3. trait MonoidTape extends ReferenceCount

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    Attributes
    protected
    Definition Classes
    CumulativeLayer

  4. type Output = (CumulativeTape)#Self

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    Definition Classes
    CumulativeLayer → Layer

  5. trait ReferenceCount extends Tape

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    Attributes
    protected
    Definition Classes
    CumulativeLayer

  6. trait SemigroupTape extends ReferenceCount

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    Attributes
    protected
    Definition Classes
    CumulativeLayer

  7. trait UnaryTape extends CumulativeLayer.Unary.ReferenceCount

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    Attributes
    protected
    Definition Classes
    Unary

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 Im2col[Input0] to any2stringadd[Im2col[Input0]] performed by method any2stringadd in scala.Predef.
    Definition Classes
    any2stringadd

  4. def ->[B](y: B): (Im2col[Input0], B)

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    Implicit information
    This member is added by an implicit conversion from Im2col[Input0] to ArrowAssoc[Im2col[Input0]] 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 clone(): AnyRef

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

  8. 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 Im2col[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[Im2col[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

  9. def ensuring(cond: (Im2col[Input0]) ⇒ Boolean, msg: ⇒ Any): Im2col[Input0]

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    Implicit information
    This member is added by an implicit conversion from Im2col[Input0] to Ensuring[Im2col[Input0]] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring

  10. def ensuring(cond: (Im2col[Input0]) ⇒ Boolean): Im2col[Input0]

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    Implicit information
    This member is added by an implicit conversion from Im2col[Input0] to Ensuring[Im2col[Input0]] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring

  11. def ensuring(cond: Boolean, msg: ⇒ Any): Im2col[Input0]

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    Implicit information
    This member is added by an implicit conversion from Im2col[Input0] to Ensuring[Im2col[Input0]] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring

  12. def ensuring(cond: Boolean): Im2col[Input0]

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    Implicit information
    This member is added by an implicit conversion from Im2col[Input0] to Ensuring[Im2col[Input0]] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring

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

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    Definition Classes
    AnyRef

  14. def finalize(): Unit

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

  15. def formatted(fmtstr: String): String

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    Implicit information
    This member is added by an implicit conversion from Im2col[Input0] to StringFormat[Im2col[Input0]] performed by method StringFormat in scala.Predef.
    Definition Classes
    StringFormat
    Annotations
    @inline()

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

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    Definition Classes
    CumulativeLayer → Layer

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

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    Definition Classes
    AnyRef → Any

  18. 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 Im2col[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[Im2col[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

  19. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  20. val kernel: Array[Int]

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  21. 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 Im2col[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[Im2col[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

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

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    Definition Classes
    AnyRef

  23. final def notify(): Unit

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    Definition Classes
    AnyRef

  24. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  25. val operand: Aux[Input0, Tape]

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    Definition Classes
    Im2col → Unary

  26. val padding: Array[Int]

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  27. 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 Im2col[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[Im2col[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]

  28. 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 Im2col[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[Im2col[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 rawForward(input0: Input): CumulativeTape

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    Attributes
    protected
    Definition Classes
    Im2col → CumulativeLayer

  30. 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 Im2col[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[Im2col[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]

  31. 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 Im2col[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[Im2col[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 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 Im2col[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[Im2col[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

  33. val stride: Array[Int]

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  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 Im2col[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[Im2col[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]

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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 Im2col[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[Im2col[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

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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 Im2col[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[Im2col[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]

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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 Im2col[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[Im2col[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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  42. def →[B](y: B): (Im2col[Input0], B)

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    Implicit information
    This member is added by an implicit conversion from Im2col[Input0] to ArrowAssoc[Im2col[Input0]] performed by method ArrowAssoc in scala.Predef.
    Definition Classes
    ArrowAssoc

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from Unary

Inherited from CumulativeLayer

Inherited from Layer

Inherited from AnyRef

Inherited from Any

Inherited by implicit conversion toINDArrayLayerOps from Im2col[Input0] to INDArrayLayerOps[Input]

Inherited by implicit conversion any2stringadd from Im2col[Input0] to any2stringadd[Im2col[Input0]]

Inherited by implicit conversion StringFormat from Im2col[Input0] to StringFormat[Im2col[Input0]]

Inherited by implicit conversion Ensuring from Im2col[Input0] to Ensuring[Im2col[Input0]]

Inherited by implicit conversion ArrowAssoc from Im2col[Input0] to ArrowAssoc[Im2col[Input0]]

Ungrouped