com.thoughtworks.deeplearning.DifferentiableINDArray.Layers

Weight

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

Linear Supertypes
Serializable, Serializable, Product, Equals, INDArraySemigroupTape, Tape, AutoCloseable, Layer, AnyRef, Any
Type Hierarchy Learn more about scaladoc diagrams
Ordering
  1. Alphabetic
  2. By inheritance
Inherited
  1. Weight
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. INDArraySemigroupTape
  7. Tape
  8. AutoCloseable
  9. Layer
  10. AnyRef
  11. Any
Implicitly
  1. by toINDArrayLayerOps
  2. by any2stringadd
  3. by any2stringfmt
  4. by any2ArrowAssoc
  5. by any2Ensuring
  1. Hide All
  2. Show all
Learn more about member selection
Visibility
  1. Public
  2. All

Instance Constructors

  1. new Weight(value: INDArray)

Type Members

  1. type Data = INDArray

    Definition Classes
    INDArraySemigroupTape → Tape

  2. type Delta = INDArray

    Definition Classes
    INDArraySemigroupTape → Tape

  3. type Input = Tape

    Definition Classes
    Weight → Layer

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

    Definition Classes
    Weight → Layer

Abstract Value Members

  1. abstract def optimizer: Optimizer

    Attributes
    protected

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

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

    Implicit information
    This member is added by an implicit conversion from Weight to ArrowAssoc[Weight] 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. final def backward(delta: ⇒ Delta): Unit

    Definition Classes
    Tape
    Annotations
    @inline()

  10. def clone(): AnyRef

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

  11. final def close(): Unit

    Definition Classes
    Weight → AutoCloseable

  12. 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 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. final def duplicate(): Weight

    Definition Classes
    Weight → Tape

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

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

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

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

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

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

  17. def ensuring(cond: Boolean): Weight

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

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

    Definition Classes
    AnyRef

  19. def finalize(): Unit

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

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

    Attributes
    protected
    Definition Classes
    Weight → Tape

  21. def formatted(fmtstr: String): String

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

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

    Definition Classes
    Weight → Layer

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

    Definition Classes
    AnyRef → Any

  24. 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 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

  25. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

  26. final def isTrainable: Boolean

    Definition Classes
    Weight → Tape

  27. 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 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

    Definition Classes
    AnyRef

  29. final def notify(): Unit

    Definition Classes
    AnyRef

  30. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  31. 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 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, Tape]

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

    [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, Tape]

  33. 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 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, Tape]

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

    [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, Tape]

  35. final def semigroup: Semigroup[Delta]

    Attributes
    protected
    Definition Classes
    INDArraySemigroupTape

  36. 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 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, 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 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, 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 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

    Definition Classes
    AnyRef

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

    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, Tape]

    Returns opposite of all elements

    Returns opposite of all elements

    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

    Definition Classes
    Weight → Tape

  43. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  46. def →[B](y: B): (Weight, B)

    Implicit information
    This member is added by an implicit conversion from Weight to ArrowAssoc[Weight] 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 Weight 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:
    (weight: StringAdd).self
    Definition Classes
    StringAdd

  2. val self: Any

    Implicit information
    This member is added by an implicit conversion from Weight 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:
    (weight: StringFormat).self
    Definition Classes
    StringFormat

Deprecated Value Members

  1. def x: Weight

    Implicit information
    This member is added by an implicit conversion from Weight to ArrowAssoc[Weight] 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:
    (weight: ArrowAssoc[Weight]).x
    Definition Classes
    ArrowAssoc
    Annotations
    @deprecated
    Deprecated

    (Since version 2.10.0) Use leftOfArrow instead

  2. def x: Weight

    Implicit information
    This member is added by an implicit conversion from Weight to Ensuring[Weight] 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:
    (weight: Ensuring[Weight]).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 INDArraySemigroupTape

Inherited from Tape

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 StringAdd

Inherited by implicit conversion any2stringfmt from Weight to StringFormat

Inherited by implicit conversion any2ArrowAssoc from Weight to ArrowAssoc[Weight]

Inherited by implicit conversion any2Ensuring from Weight to Ensuring[Weight]

Ungrouped