Class

com.thoughtworks.deeplearning.DifferentiableINDArray.Layers

Shape

Related Doc: package Layers

Permalink

final case class Shape[Input0 <: Batch](operand: Aux[Input0, Batch]) extends Layer with Product with Serializable

Linear Supertypes
Serializable, Serializable, Product, Equals, Layer, AnyRef, Any
Type Hierarchy
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. Shape
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. Layer
  7. AnyRef
  8. Any
Implicitly
  1. by toINDArrayLayerOps
  2. by any2stringadd
  3. by StringFormat
  4. by Ensuring
  5. by ArrowAssoc
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new Shape(operand: Aux[Input0, Batch])

    Permalink

Type Members

  1. type Input = Input0

    Permalink
    Definition Classes
    Shape → Layer

  2. type Output = Literal[Seq[Int]]

    Permalink
    Definition Classes
    Shape → Layer

Value Members

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

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  3. def +(other: String): String

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

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

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

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

    Permalink
    Definition Classes
    AnyRef → Any

  6. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  7. def clone(): AnyRef

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

  8. def convn(weight: Aux[Input, Batch], bias: Aux[Input, Batch], kernel: (Int, Int), stride: (Int, Int), padding: (Int, Int)): Aux[Input, Batch]

    Permalink

    calculate the convolution

    calculate the convolution

    weight

    4 dimensions weight

    bias

    1 dimension bias

    kernel

    the kernel width and height

    stride

    the stride width and height

    padding

    the padding width and height

    returns

    convolution result

    Implicit information
    This member is added by an implicit conversion from Shape[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[Shape[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 dot(right: Aux[Input, Batch]): Aux[Input, Batch]

    Permalink
    Implicit information
    This member is added by an implicit conversion from Shape[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[Shape[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

  10. def dynamicReshape(newShape: Aux[Input, Aux[Seq[Int], (Int, Float)]]): Aux[Input, Batch]

    Permalink
    Implicit information
    This member is added by an implicit conversion from Shape[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[Shape[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: (Shape[Input0]) ⇒ Boolean, msg: ⇒ Any): Shape[Input0]

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

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

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

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

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

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

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

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

    Permalink
    Definition Classes
    AnyRef

  16. def finalize(): Unit

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

  17. def formatted(fmtstr: String): String

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

  18. def forward(input: Input0): Output

    Permalink
    Definition Classes
    Shape → Layer

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

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Implicit information
    This member is added by an implicit conversion from Shape[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[Shape[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

    Permalink
    Definition Classes
    Any

  22. def maxPool(dimensions: Int*): Aux[Input, Batch]

    Permalink
    Implicit information
    This member is added by an implicit conversion from Shape[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[Shape[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. def mean: Aux[Input, Batch]

    Permalink
    Implicit information
    This member is added by an implicit conversion from Shape[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[Shape[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

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

    Permalink
    Definition Classes
    AnyRef

  25. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  26. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  27. val operand: Aux[Input0, Batch]

    Permalink

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

    Permalink

    [use case]

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

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

    Permalink

    [use case]

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

  30. def reshape(newShape: Aux[Input, Aux[Int, Float]]*): Aux[Input, Batch]

    Permalink

    [use case]

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

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

    Permalink

    [use case]

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

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

    Permalink
    Implicit information
    This member is added by an implicit conversion from Shape[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[Shape[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. def sum(dimensions: Int*): Aux[Input, Batch]

    Permalink
    Implicit information
    This member is added by an implicit conversion from Shape[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[Shape[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: Aux[Input, Batch]

    Permalink
    Implicit information
    This member is added by an implicit conversion from Shape[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[Shape[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. final def synchronized[T0](arg0: ⇒ T0): T0

    Permalink
    Definition Classes
    AnyRef

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

    Permalink
    Implicit information
    This member is added by an implicit conversion from Shape[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[Shape[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

  37. def unary_-: Aux[Input, Batch]

    Permalink
    Implicit information
    This member is added by an implicit conversion from Shape[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[Shape[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. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  41. def →[B](y: B): (Shape[Input0], B)

    Permalink
    Implicit information
    This member is added by an implicit conversion from Shape[Input0] to ArrowAssoc[Shape[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 Layer

Inherited from AnyRef

Inherited from Any

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

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

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

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

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

Ungrouped