trait DoubleLayers extends Layers

A plugin that provides differentiable operators on neural networks whose Data and Delta is scala.Double.

Author:

杨博 (Yang Bo)

Source
FloatLayers.scala
Note

By default, the computation in a DoubleLayer will re-evaluate again and again if the DoubleLayer is used by multiple other operations. This behavior is very inefficient if there is are diamond dependencies in a neural network. It's wise to use CumulativeDoubleLayers instead of this DoubleLayers in such neural network.

Linear Supertypes
Layers, AnyRef, Any
Known Subclasses
Builtins, CumulativeDoubleLayers
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. DoubleLayers
  2. Layers
  3. AnyRef
  4. Any
Implicitly
  1. by any2stringadd
  2. by StringFormat
  3. by Ensuring
  4. by ArrowAssoc
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Visibility
  1. Public
  2. All

Type Members

  1. abstract type DoubleLayer <: DoubleLayerApi with Layer

  2. trait DoubleLayerApi extends LayerApi
  3. abstract type Implicits <: ImplicitsApi

    Definition Classes
    DoubleLayers → Layers
  4. trait ImplicitsApi extends DoubleLayers.ImplicitsApi
  5. abstract type Layer <: LayerApi

    A differentiable operation.

    A differentiable operation.

    Definition Classes
    Layers
  6. trait LayerApi extends AnyRef
    Definition Classes
    Layers

Abstract Value Members

  1. abstract val doubleLayerFactory: Factory[DoubleLayer]
    Attributes
    protected
    Annotations
    @inject()
  2. abstract val doublePartialApplyRawForward: PartialApply[Constructor, String("rawForward")]
    Attributes
    protected
    Annotations
    @inject()
  3. abstract def doubleRawForwardParameter: <:<[Do[Tape[Double, Double]], Parameter]
    Attributes
    protected
    Annotations
    @inject()

Concrete Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. def +(other: String): String
    Implicit
    This member is added by an implicit conversion from DoubleLayers to any2stringadd[DoubleLayers] performed by method any2stringadd in scala.Predef.
    Definition Classes
    any2stringadd
  4. def ->[B](y: B): (DoubleLayers, B)
    Implicit
    This member is added by an implicit conversion from DoubleLayers to ArrowAssoc[DoubleLayers] performed by method ArrowAssoc in scala.Predef.
    Definition Classes
    ArrowAssoc
    Annotations
    @inline()
  5. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  6. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  7. def clone(): AnyRef
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  8. def ensuring(cond: (DoubleLayers) ⇒ Boolean, msg: ⇒ Any): DoubleLayers
    Implicit
    This member is added by an implicit conversion from DoubleLayers to Ensuring[DoubleLayers] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  9. def ensuring(cond: (DoubleLayers) ⇒ Boolean): DoubleLayers
    Implicit
    This member is added by an implicit conversion from DoubleLayers to Ensuring[DoubleLayers] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  10. def ensuring(cond: Boolean, msg: ⇒ Any): DoubleLayers
    Implicit
    This member is added by an implicit conversion from DoubleLayers to Ensuring[DoubleLayers] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  11. def ensuring(cond: Boolean): DoubleLayers
    Implicit
    This member is added by an implicit conversion from DoubleLayers to Ensuring[DoubleLayers] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  12. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  13. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  14. def finalize(): Unit
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  15. def formatted(fmtstr: String): String
    Implicit
    This member is added by an implicit conversion from DoubleLayers to StringFormat[DoubleLayers] performed by method StringFormat in scala.Predef.
    Definition Classes
    StringFormat
    Annotations
    @inline()
  16. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
  17. def hashCode(): Int
    Definition Classes
    AnyRef → Any
  18. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  19. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  20. final def notify(): Unit
    Definition Classes
    AnyRef
  21. final def notifyAll(): Unit
    Definition Classes
    AnyRef
  22. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  23. def toString(): String
    Definition Classes
    AnyRef → Any
  24. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  25. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  26. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  27. def →[B](y: B): (DoubleLayers, B)
    Implicit
    This member is added by an implicit conversion from DoubleLayers to ArrowAssoc[DoubleLayers] performed by method ArrowAssoc in scala.Predef.
    Definition Classes
    ArrowAssoc
  28. object DoubleLayer

Inherited from Layers

Inherited from AnyRef

Inherited from Any

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

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

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

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

Ungrouped