case class TransformerDecoderBlock(attentionDecoderDecoder: MultiheadAttention, attentionEncoderDecoder: MultiheadAttention, layerNorm1: LayerNorm, layerNorm2: LayerNorm, layerNorm3: LayerNorm, layerNorm4: LayerNorm, w1: Constant, b1: Constant, w2: Constant, b2: Constant, dropout: Double, train: Boolean) extends GenericModule[(Variable, Variable, Option[STen]), Variable] with Product with Serializable
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Instance Constructors
- new TransformerDecoderBlock(attentionDecoderDecoder: MultiheadAttention, attentionEncoderDecoder: MultiheadAttention, layerNorm1: LayerNorm, layerNorm2: LayerNorm, layerNorm3: LayerNorm, layerNorm4: LayerNorm, w1: Constant, b1: Constant, w2: Constant, b2: Constant, dropout: Double, train: Boolean)
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[S](a: (Variable, Variable, Option[STen]))(implicit arg0: Sc[S]): Variable
Alias of forward
Alias of forward
- Definition Classes
- GenericModule
- final def asInstanceOf[T0]: T0
- Definition Classes
- Any
- val attentionDecoderDecoder: MultiheadAttention
- val attentionEncoderDecoder: MultiheadAttention
- val b1: Constant
- val b2: Constant
- def clone(): AnyRef
- Attributes
- protected[lang]
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.CloneNotSupportedException]) @IntrinsicCandidate() @native()
- val dropout: Double
- final def eq(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef
- def forward[S](x: (Variable, Variable, Option[STen]))(implicit arg0: Sc[S]): Variable
The implementation of the function.
The implementation of the function.
In addition of
xit can also use all thestate to compute its value.- Definition Classes
- TransformerDecoderBlock → GenericModule
- final def getClass(): Class[_ <: AnyRef]
- Definition Classes
- AnyRef → Any
- Annotations
- @IntrinsicCandidate() @native()
- final def gradients(loss: Variable, zeroGrad: Boolean = true): Seq[Option[STen]]
Computes the gradient of loss with respect to the parameters.
Computes the gradient of loss with respect to the parameters.
- Definition Classes
- GenericModule
- final def isInstanceOf[T0]: Boolean
- Definition Classes
- Any
- val layerNorm1: LayerNorm
- val layerNorm2: LayerNorm
- val layerNorm3: LayerNorm
- val layerNorm4: LayerNorm
- final def learnableParameters: Long
Returns the total number of optimizable parameters.
Returns the total number of optimizable parameters.
- Definition Classes
- GenericModule
- final def ne(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef
- final def notify(): Unit
- Definition Classes
- AnyRef
- Annotations
- @IntrinsicCandidate() @native()
- final def notifyAll(): Unit
- Definition Classes
- AnyRef
- Annotations
- @IntrinsicCandidate() @native()
- final def parameters: Seq[(Constant, PTag)]
Returns the state variables which need gradient computation.
Returns the state variables which need gradient computation.
- Definition Classes
- GenericModule
- def productElementNames: Iterator[String]
- Definition Classes
- Product
- def state: List[(Constant, LeafTag)]
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.
- Definition Classes
- TransformerDecoderBlock → GenericModule
- final def synchronized[T0](arg0: => T0): T0
- Definition Classes
- AnyRef
- val train: Boolean
- val w1: Constant
- val w2: Constant
- final def wait(arg0: Long, arg1: Int): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.InterruptedException])
- final def wait(arg0: Long): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.InterruptedException]) @native()
- final def wait(): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.InterruptedException])
- final def zeroGrad(): Unit
- Definition Classes
- GenericModule
Deprecated Value Members
- def finalize(): Unit
- Attributes
- protected[lang]
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.Throwable]) @Deprecated
- Deprecated
(Since version 9)