Class/Object

com.thoughtworks.deeplearning.DifferentiableINDArray.Layers

Weight

Related Docs: object Weight | package Layers

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abstract case class Weight(value: INDArray) extends Layer with INDArraySemigroupBatch with Product with Serializable

Linear Supertypes
Serializable, Serializable, Product, Equals, INDArraySemigroupBatch, Batch, AutoCloseable, Layer, AnyRef, Any
Type Hierarchy
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Inherited
  1. Weight
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. INDArraySemigroupBatch
  7. Batch
  8. AutoCloseable
  9. Layer
  10. AnyRef
  11. 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 Weight(value: INDArray)

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Type Members

  1. type Data = INDArray

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    Definition Classes
    INDArraySemigroupBatch → Batch

  2. type Delta = INDArray

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    Definition Classes
    INDArraySemigroupBatch → Batch

  3. type Input = Batch

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    Definition Classes
    Weight → Layer

  4. type Output = Batch { ... /* 2 definitions in type refinement */ }

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    Definition Classes
    Weight → Layer

Abstract Value Members

  1. abstract def optimizer: Optimizer

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    Attributes
    protected

Concrete 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 Weight to any2stringadd[Weight] performed by method any2stringadd in scala.Predef.
    Definition Classes
    any2stringadd

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

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    Implicit information
    This member is added by an implicit conversion from Weight to ArrowAssoc[Weight] 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 addReference(): Weight

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    Definition Classes
    Weight → Batch

  7. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  8. final def backward(delta: ⇒ Delta): Unit

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    Definition Classes
    Batch
    Annotations
    @inline()

  9. def clone(): AnyRef

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

  10. final def close(): Unit

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    Definition Classes
    Weight → AutoCloseable

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

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    calculate the convolution

    calculate the convolution

    weight

    4 dimensions weight

    bias

    1 dimension bias

    kernel

    the kernel/filter 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 Weight 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[Weight, 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 dot(right: Aux[Input, Batch]): Aux[Input, Batch]

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    Implicit information
    This member is added by an implicit conversion from Weight 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[Weight, 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

  13. def ensuring(cond: (Weight) ⇒ Boolean, msg: ⇒ Any): Weight

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

  14. def ensuring(cond: (Weight) ⇒ Boolean): Weight

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

  15. def ensuring(cond: Boolean, msg: ⇒ Any): Weight

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

  16. def ensuring(cond: Boolean): Weight

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

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

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    Definition Classes
    AnyRef

  18. def finalize(): Unit

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

  19. final def forceBackward(delta: Delta): Unit

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    Attributes
    protected
    Definition Classes
    Weight → Batch

  20. def formatted(fmtstr: String): String

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

  21. final def forward(any: Input): Weight

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    Definition Classes
    Weight → Layer

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

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    Definition Classes
    AnyRef → Any

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

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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 Weight 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[Weight, 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. final val isTrainable: Boolean(true)

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    Definition Classes
    Weight → Batch

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

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    Implicit information
    This member is added by an implicit conversion from Weight 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[Weight, 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

  27. def mean: Aux[Input, Batch]

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    Return mean of all elements of NDArray

    Return mean of all elements of NDArray

    Implicit information
    This member is added by an implicit conversion from Weight 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[Weight, 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

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

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    Definition Classes
    AnyRef

  29. final def notify(): Unit

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    Definition Classes
    AnyRef

  30. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    [use case]

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

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

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    [use case]

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

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

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    [use case]

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

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

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    [use case]

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

  35. final def semigroup: Semigroup[Delta]

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    Attributes
    protected
    Definition Classes
    INDArraySemigroupBatch

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

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    Return shape of NDArray

    Return shape of NDArray

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

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    Return sum dimensions of NDArray,will return an INDArrayPlaceholder

    Return sum dimensions of NDArray,will return an INDArrayPlaceholder

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

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    Return sum of all elements of NDArray

    Return sum of all elements of NDArray

    Implicit information
    This member is added by an implicit conversion from Weight 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[Weight, 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 synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef

  40. 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 Weight 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[Weight, 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

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

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    Implicit information
    This member is added by an implicit conversion from Weight 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[Weight, 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

  42. var value: INDArray

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    Definition Classes
    Weight → Batch

  43. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  46. def →[B](y: B): (Weight, B)

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

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from INDArraySemigroupBatch

Inherited from Batch

Inherited from AutoCloseable

Inherited from Layer

Inherited from AnyRef

Inherited from Any

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

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

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

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

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

Ungrouped