Seq2Seq

lamp.nn.Seq2Seq
See theSeq2Seq companion object
case class Seq2Seq[S0, S1, M1 <: StatefulModule2[Variable, Variable, S0, S1], M2 <: StatefulModule[Variable, Variable, S1]](encoder: M1 & StatefulModule2[Variable, Variable, S0, S1], decoder: M2 & StatefulModule[Variable, Variable, S1]) extends StatefulModule2[(Variable, Variable), Variable, S0, S1]

Attributes

Companion
object
Graph
Supertypes
trait Serializable
trait Product
trait Equals
trait GenericModule[((Variable, Variable), S0), (Variable, S1)]
class Object
trait Matchable
class Any
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Members list

Value members

Concrete methods

override def forward[S : Sc](x: ((Variable, Variable), S0)): (Variable, S1)

The implementation of the function.

The implementation of the function.

In addition of x it can also use all the `state to compute its value.

Attributes

Definition Classes
override def state: Seq[(Constant, PTag)]

List of optimizable, or non-optimizable, but stateful parameters

List of optimizable, or non-optimizable, but stateful parameters

Stateful means that the state is carried over the repeated forward calls.

Attributes

Definition Classes

Inherited methods

def apply[S : Sc](a: ((Variable, Variable), S0)): B

Alias of forward

Alias of forward

Attributes

Inherited from:
GenericModule
final def gradients(loss: Variable, zeroGrad: Boolean): Seq[Option[STen]]

Computes the gradient of loss with respect to the parameters.

Computes the gradient of loss with respect to the parameters.

Attributes

Inherited from:
GenericModule
final def learnableParameters: Long

Returns the total number of optimizable parameters.

Returns the total number of optimizable parameters.

Attributes

Inherited from:
GenericModule
final def parameters: Seq[(Constant, PTag)]

Returns the state variables which need gradient computation.

Returns the state variables which need gradient computation.

Attributes

Inherited from:
GenericModule
def productElementNames: Iterator[String]

Attributes

Inherited from:
Product
def productIterator: Iterator[Any]

Attributes

Inherited from:
Product
final def zeroGrad(): Unit

Attributes

Inherited from:
GenericModule