Class/Object

com.thoughtworks.deeplearning.DifferentiableFloat.Layers

Weight

Related Docs: object Weight | package Layers

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abstract case class Weight(value: Float) extends Layer with FloatMonoidTape with Product with Serializable

Linear Supertypes
Serializable, Serializable, Product, Equals, FloatMonoidTape, Tape, AutoCloseable, Layer, AnyRef, Any
Type Hierarchy
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. Weight
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. FloatMonoidTape
  7. Tape
  8. AutoCloseable
  9. Layer
  10. AnyRef
  11. Any
Implicitly
  1. by toFloatLayerOps
  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: Float)

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Type Members

  1. type Data = Float

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    Type of the result of forward pass.

    Type of the result of forward pass.

    Definition Classes
    FloatMonoidTape → Tape
    See also

    value

  2. type Delta = Float

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    Type of the information passing in backward pass, usually the partial derivative of Data.

    Type of the information passing in backward pass, usually the partial derivative of Data.

    Definition Classes
    FloatMonoidTape → Tape
    See also

    backward

  3. type Input = Tape

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    Definition Classes
    Weight → Layer

  4. type Output = Tape { ... /* 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 asInstanceOf[T0]: T0

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    Definition Classes
    Any

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

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    invoke forceBackward if isTrainable is true

    invoke forceBackward if isTrainable is true

    Definition Classes
    Tape
    Annotations
    @inline()
    See also

    Delta

  8. def clone(): AnyRef

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

  9. final def close(): Unit

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    Definition Classes
    Weight → AutoCloseable

  10. final def duplicate(): Weight

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    Returns a new Tape that shares the same value and backward behavior with this Tape.

    Returns a new Tape that shares the same value and backward behavior with this Tape.

    Definition Classes
    Weight → Tape
    Note

    The newly created Tape and this Tape must be closed independently.

  11. 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

  12. 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

  13. 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

  14. 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

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

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    Definition Classes
    AnyRef

  16. def finalize(): Unit

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

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

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    Attributes
    protected
    Definition Classes
    Weight → Tape

  18. 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()

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

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    Definition Classes
    Weight → Layer

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

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    Definition Classes
    AnyRef → Any

  21. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  22. final def isTrainable: Boolean

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    Definition Classes
    Weight → Tape

  23. final def monoid: Monoid[Delta]

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    Attributes
    protected
    Definition Classes
    FloatMonoidTape

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

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    Definition Classes
    AnyRef

  25. final def notify(): Unit

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    Definition Classes
    AnyRef

  26. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    AnyRef

  28. def unary_-: Aux[Input, Tape]

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    Opposite number

    Opposite number

    Implicit information
    This member is added by an implicit conversion from Weight to FloatLayerOps[Input] performed by method toFloatLayerOps in com.thoughtworks.deeplearning.DifferentiableFloat. This conversion will take place only if an implicit value of type OfPlaceholder[Weight, Input, FloatPlaceholder] is in scope.
    Definition Classes
    FloatLayerOps

  29. var value: Float

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    Value of the result of forward pass.

    Value of the result of forward pass.

    Definition Classes
    Weight → Tape
    See also

    Data

  30. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  33. 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 FloatMonoidTape

Inherited from Tape

Inherited from AutoCloseable

Inherited from Layer

Inherited from AnyRef

Inherited from Any

Inherited by implicit conversion toFloatLayerOps from Weight to FloatLayerOps[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