MultiCell

RNN cell that is composed by applying a sequence of RNN cells in order.

This means that the output of each RNN is fed to the next one as input, while the states remain separate.

Note that this class does no variable management at all. Variable sharing should be handled based on the RNN cells the caller provides to this class. The learn API provides a layer version of this class that also does some management of the variables involved.

Linear Supertypes

RNNCell[O, OS, Seq[S], Seq[SS]], AnyRef, Any

Instance Constructors

new MultiCell(cells: Seq[RNNCell[O, OS, S, SS]], name: String = "MultiCell")(implicit evO: Aux[O, OS], evS: Aux[S, SS])

cells
Cells being stacked together.
name
Name prefix used for all new ops.

Attributes
protected

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
def apply(input: Tuple[O, Seq[S]]): Tuple[O, Seq[S]]

Definition Classes
RNNCell
final def asInstanceOf[T0]: T0

Definition Classes
Any
val cells: Seq[RNNCell[O, OS, S, SS]]

Cells being stacked together.
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] )
def forward(input: Tuple[O, Seq[S]]): Tuple[O, Seq[S]]

Definition Classes
MultiCell → RNNCell
final def getClass(): Class[_]

Definition Classes
AnyRef → Any
def hashCode(): Int

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

Definition Classes
Any
val name: String

Name prefix used for all new ops.
final def ne(arg0: AnyRef): Boolean

Definition Classes
AnyRef
final def notify(): Unit

Definition Classes
AnyRef
final def notifyAll(): Unit

Definition Classes
AnyRef
def outputShape: OS

Definition Classes
MultiCell → RNNCell
def stateShape: Seq[SS]

Definition Classes
MultiCell → RNNCell
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( ... )
def zeroState(batchSize: Output, dataType: types.DataType, shape: Seq[SS], name: String = "ZeroState"): Seq[S]

Definition Classes
RNNCell

Related Docs: object MultiCell | package cell

class MultiCell[O, OS, S, SS] extends RNNCell[O, OS, Seq[S], Seq[SS]]

Instance Constructors

new MultiCell(cells: Seq[RNNCell[O, OS, S, SS]], name: String = "MultiCell")(implicit evO: Aux[O, OS], evS: Aux[S, SS])

Value Members

final def !=(arg0: Any): Boolean

final def ##(): Int

final def ==(arg0: Any): Boolean

def apply(input: Tuple[O, Seq[S]]): Tuple[O, Seq[S]]

final def asInstanceOf[T0]: T0

val cells: Seq[RNNCell[O, OS, S, SS]]

def clone(): AnyRef

final def eq(arg0: AnyRef): Boolean

def equals(arg0: Any): Boolean

def finalize(): Unit

def forward(input: Tuple[O, Seq[S]]): Tuple[O, Seq[S]]

final def getClass(): Class[_]

def hashCode(): Int

final def isInstanceOf[T0]: Boolean

val name: String

final def ne(arg0: AnyRef): Boolean

final def notify(): Unit

final def notifyAll(): Unit

def outputShape: OS

def stateShape: Seq[SS]

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

def zeroState(batchSize: Output, dataType: types.DataType, shape: Seq[SS], name: String = "ZeroState"): Seq[S]

Inherited from RNNCell[O, OS, Seq[S], Seq[SS]]

Inherited from AnyRef

Inherited from Any

Ungrouped