Packages

trait Binary extends CumulativeLayer

A helper that contains common boilerplate code for layers of binary operator.

Linear Supertypes
CumulativeLayer, Layer, AnyRef, Any
Type Hierarchy
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. Binary
  2. CumulativeLayer
  3. Layer
  4. AnyRef
  5. 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. trait BinaryTape extends ReferenceCount
    Attributes
    protected
  2. abstract type CumulativeTape <: BinaryTape
    Attributes
    protected
    Definition Classes
    Binary → CumulativeLayer
  3. abstract type Input <: Tape
    Definition Classes
    Layer
  4. trait MonoidTape extends ReferenceCount
    Attributes
    protected
    Definition Classes
    CumulativeLayer
  5. type Output = CumulativeTape.Self

    A cumulative Tape returned by forward.

    A cumulative Tape returned by forward.

    When this Output is backwarding, the delta parameter will not be back-propagated to its upstreams immediately. Instead, the delta parameter will be accumulated internally. Then, when this Output is flushing, the delta accumulator will be processed and back-propagated to its upstreams.

    This Output is reference counted. When the last instance of all this Output's duplicates is closed, flush will be called and all the upstreams will be closed as well.

    Definition Classes
    CumulativeLayer → Layer
  6. trait ReferenceCount extends Tape
    Attributes
    protected
    Definition Classes
    CumulativeLayer
  7. trait SemigroupTape extends ReferenceCount
    Attributes
    protected
    Definition Classes
    CumulativeLayer

Abstract Value Members

  1. abstract val operand1: Aux[Input, _ <: Tape]
    Attributes
    protected
  2. abstract val operand2: Aux[Input, _ <: Tape]
    Attributes
    protected
  3. abstract def rawForward(input: Input): CumulativeTape

    Performs the underlying forward pass.

    Performs the underlying forward pass.

    returns

    a Tape that will be cached for subsequent forward

    Attributes
    protected
    Definition Classes
    CumulativeLayer

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 Binary to any2stringadd[Binary] performed by method any2stringadd in scala.Predef.
    Definition Classes
    any2stringadd
  4. def ->[B](y: B): (Binary, B)
    Implicit
    This member is added by an implicit conversion from Binary to ArrowAssoc[Binary] 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: (Binary) ⇒ Boolean, msg: ⇒ Any): Binary
    Implicit
    This member is added by an implicit conversion from Binary to Ensuring[Binary] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  9. def ensuring(cond: (Binary) ⇒ Boolean): Binary
    Implicit
    This member is added by an implicit conversion from Binary to Ensuring[Binary] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  10. def ensuring(cond: Boolean, msg: ⇒ Any): Binary
    Implicit
    This member is added by an implicit conversion from Binary to Ensuring[Binary] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  11. def ensuring(cond: Boolean): Binary
    Implicit
    This member is added by an implicit conversion from Binary to Ensuring[Binary] 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 Binary to StringFormat[Binary] performed by method StringFormat in scala.Predef.
    Definition Classes
    StringFormat
    Annotations
    @inline()
  16. final def forward(input: Input): Output

    Returns the returns the result of rawForward.

    Returns the returns the result of rawForward.

    If this method is called more than once with the same input parameter, during one iteration, the result will be cached and the rawForward will be executed only once.

    Definition Classes
    CumulativeLayer → Layer
  17. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
  18. def hashCode(): Int
    Definition Classes
    AnyRef → Any
  19. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  20. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  21. final def notify(): Unit
    Definition Classes
    AnyRef
  22. final def notifyAll(): Unit
    Definition Classes
    AnyRef
  23. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  24. def toString(): String
    Definition Classes
    AnyRef → Any
  25. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  26. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  27. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  28. def →[B](y: B): (Binary, B)
    Implicit
    This member is added by an implicit conversion from Binary to ArrowAssoc[Binary] performed by method ArrowAssoc in scala.Predef.
    Definition Classes
    ArrowAssoc

Inherited from CumulativeLayer

Inherited from Layer

Inherited from AnyRef

Inherited from Any

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

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

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

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

Ungrouped