Class

com.thoughtworks.deeplearning.DifferentiableINDArray.Layers

Reshape

Related Doc: package Layers

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

Linear Supertypes
Serializable, Serializable, Product, Equals, Binary, CumulativeLayer, Layer, AnyRef, Any
Type Hierarchy
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Inherited
  1. Reshape
  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 StringFormat
  4. by Ensuring
  5. by ArrowAssoc
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new Reshape(operand1: Aux[Input0, Tape], operand2: Aux[Input0, Aux[Seq[Int], (Int, Float)]])

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Type Members

  1. trait BinaryTape extends ReferenceCount

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    Attributes
    protected
    Definition Classes
    Binary

  2. type CumulativeTape = INDArraySemigroupTape with SemigroupTape with BinaryTape

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    Definition Classes
    Reshape → Binary → CumulativeLayer

  3. type Input = Input0

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    Definition Classes
    Reshape → Layer

  4. trait MonoidTape extends ReferenceCount

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    Attributes
    protected
    Definition Classes
    CumulativeLayer

  5. type Output = CumulativeTape.Self

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    A cumulative Tape returned by forward.

    A cumulative Tape returned by forward.

    When this Output is backwarding, the delta parameter will not be back-propagated to its upstreams immediately. Instead, the delta parameter will be accumulated internally. Then, when this Output is flushing, the delta accumulator will be processed and back-propagated to its upstreams.

    This Output is reference counted. When the last instance of all this Output's duplicates is closed, flush will be called and all the upstreams will be closed as well.

    Definition Classes
    CumulativeLayer → Layer

  6. trait ReferenceCount extends Tape

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    Attributes
    protected
    Definition Classes
    CumulativeLayer

  7. trait SemigroupTape extends ReferenceCount

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    Attributes
    protected
    Definition Classes
    CumulativeLayer

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

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

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

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

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

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

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

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

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

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

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

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    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

  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 Reshape[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[Reshape[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. 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 Reshape[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[Reshape[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 ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  22. final def notify(): Unit

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    Definition Classes
    AnyRef

  23. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  24. val operand1: Aux[Input0, Tape]

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    Definition Classes
    Reshape → Binary

  25. val operand2: Aux[Input0, Aux[Seq[Int], (Int, Float)]]

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    Definition Classes
    Reshape → Binary

  26. 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 Reshape[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[Reshape[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]

  27. 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 Reshape[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[Reshape[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 rawForward(input0: Input): CumulativeTape

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    Performs the underlying forward pass.

    Performs the underlying forward pass.

    returns

    a Tape that will be cached for subsequent forward

    Attributes
    protected
    Definition Classes
    Reshape → CumulativeLayer

  29. 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 Reshape[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[Reshape[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]

  30. 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 Reshape[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[Reshape[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 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 Reshape[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[Reshape[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

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

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    Definition Classes
    AnyRef

  35. 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 Reshape[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[Reshape[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. 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 Reshape[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[Reshape[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. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  40. def →[B](y: B): (Reshape[Input0], B)

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    Implicit information
    This member is added by an implicit conversion from Reshape[Input0] to ArrowAssoc[Reshape[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 Binary

Inherited from CumulativeLayer

Inherited from Layer

Inherited from AnyRef

Inherited from Any

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

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

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

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

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

Ungrouped