Output

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

Linear Supertypes

Tape, AutoCloseable, AnyRef, Any

Type Members

abstract type Data <: ReferenceCount._6.type.Data

Definition Classes
<refinement> → Tape
abstract type Delta >: ReferenceCount._6.type.Delta

Definition Classes
<refinement> → Tape

Abstract Value Members

abstract def close(): Unit

Definition Classes
AutoCloseable
Annotations
@throws( classOf[java.lang.Exception] )
abstract def duplicate(): Aux[Layer.Tape.Data, Layer.Tape.Delta]

Definition Classes
Tape
abstract def forceBackward(delta: Layer.Tape.Delta): Unit

Attributes
protected
Definition Classes
Tape
abstract def isTrainable: Boolean

Definition Classes
Tape
abstract def value: Layer.Tape.Data

Definition Classes
Tape

Concrete Value Members

final def !=(arg0: Any): Boolean

Definition Classes
AnyRef → Any
final def ##(): Int

Definition Classes
AnyRef → Any
final def ==(arg0: Any): Boolean

Definition Classes
AnyRef → Any
final def asInstanceOf[T0]: T0

Definition Classes
Any
final def backward(delta: ⇒ Layer.Tape.Delta): Unit

Definition Classes
Tape
Annotations
@inline()
def clone(): AnyRef

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( ... )
final def eq(arg0: AnyRef): Boolean

Definition Classes
AnyRef
def equals(arg0: Any): Boolean

Definition Classes
AnyRef → Any
def finalize(): Unit

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( classOf[java.lang.Throwable] )
final def getClass(): Class[_]

Definition Classes
AnyRef → Any
def hashCode(): Int

Definition Classes
AnyRef → Any
final def isInstanceOf[T0]: Boolean

Definition Classes
Any
final def ne(arg0: AnyRef): Boolean

Definition Classes
AnyRef
final def notify(): Unit

Definition Classes
AnyRef
final def notifyAll(): Unit

Definition Classes
AnyRef
final def synchronized[T0](arg0: ⇒ T0): T0

Definition Classes
AnyRef
def toString(): String

Definition Classes
AnyRef → Any
final def wait(): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )
final def wait(arg0: Long, arg1: Int): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )
final def wait(arg0: Long): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )

Related Doc: package CumulativeLayer

type Output = CumulativeTape.Self

Type Members

abstract type Data <: ReferenceCount._6.type.Data

abstract type Delta >: ReferenceCount._6.type.Delta

Abstract Value Members

abstract def close(): Unit

abstract def duplicate(): Aux[Layer.Tape.Data, Layer.Tape.Delta]

abstract def forceBackward(delta: Layer.Tape.Delta): Unit

abstract def isTrainable: Boolean

abstract def value: Layer.Tape.Data

Concrete Value Members

final def !=(arg0: Any): Boolean

final def ##(): Int

final def ==(arg0: Any): Boolean

final def asInstanceOf[T0]: T0

final def backward(delta: ⇒ Layer.Tape.Delta): Unit

def clone(): AnyRef

final def eq(arg0: AnyRef): Boolean

def equals(arg0: Any): Boolean

def finalize(): Unit

final def getClass(): Class[_]

def hashCode(): Int

final def isInstanceOf[T0]: Boolean

final def ne(arg0: AnyRef): Boolean

final def notify(): Unit

final def notifyAll(): Unit

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

def toString(): String

final def wait(): Unit

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

final def wait(arg0: Long): Unit

Inherited from Tape

Inherited from AutoCloseable

Inherited from AnyRef

Inherited from Any

Ungrouped