trait FloatLayers extends Layers

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

Author:

杨博 (Yang Bo)

Source
FloatLayers.scala
Note

By default, the computation in a FloatLayer will re-evaluate again and again if the FloatLayer 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 CumulativeFloatLayers instead of this FloatLayers in such neural network.

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

Type Members

  1. abstract type FloatLayer <: FloatLayerApi with Layer

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

    Definition Classes
    FloatLayers → Layers
  4. trait ImplicitsApi extends FloatLayers.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 floatLayerFactory: Factory[FloatLayer]
    Attributes
    protected
    Annotations
    @inject()
  2. abstract val floatPartialApplyRawForward: PartialApply[Constructor, String("rawForward")]
    Attributes
    protected
    Annotations
    @inject()
  3. abstract def floatRawForwardParameter: <:<[Do[Tape[Float, Float]], 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 FloatLayers to any2stringadd[FloatLayers] performed by method any2stringadd in scala.Predef.
    Definition Classes
    any2stringadd
  4. def ->[B](y: B): (FloatLayers, B)
    Implicit
    This member is added by an implicit conversion from FloatLayers to ArrowAssoc[FloatLayers] 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: (FloatLayers) ⇒ Boolean, msg: ⇒ Any): FloatLayers
    Implicit
    This member is added by an implicit conversion from FloatLayers to Ensuring[FloatLayers] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  9. def ensuring(cond: (FloatLayers) ⇒ Boolean): FloatLayers
    Implicit
    This member is added by an implicit conversion from FloatLayers to Ensuring[FloatLayers] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  10. def ensuring(cond: Boolean, msg: ⇒ Any): FloatLayers
    Implicit
    This member is added by an implicit conversion from FloatLayers to Ensuring[FloatLayers] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  11. def ensuring(cond: Boolean): FloatLayers
    Implicit
    This member is added by an implicit conversion from FloatLayers to Ensuring[FloatLayers] 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 FloatLayers to StringFormat[FloatLayers] 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): (FloatLayers, B)
    Implicit
    This member is added by an implicit conversion from FloatLayers to ArrowAssoc[FloatLayers] performed by method ArrowAssoc in scala.Predef.
    Definition Classes
    ArrowAssoc
  28. object FloatLayer

Inherited from Layers

Inherited from AnyRef

Inherited from Any

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

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

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

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

Ungrouped