Packages

case class StatefulSeq5[T1, T2, T3, T4, T5, T6, S1, S2, S3, S4, S5, M1 <: StatefulModule[T1, T2, S1], M2 <: StatefulModule[T2, T3, S2], M3 <: StatefulModule[T3, T4, S3], M4 <: StatefulModule[T4, T5, S4], M5 <: StatefulModule[T5, T6, S5]](m1: M1 with StatefulModule[T1, T2, S1], m2: M2 with StatefulModule[T2, T3, S2], m3: M3 with StatefulModule[T3, T4, S3], m4: M4 with StatefulModule[T4, T5, S4], m5: M5 with StatefulModule[T5, T6, S5]) extends StatefulModule[T1, T6, (S1, S2, S3, S4, S5)] with Product with Serializable

Linear Supertypes
Serializable, Product, Equals, GenericModule[(T1, (S1, S2, S3, S4, S5)), (T6, (S1, S2, S3, S4, S5))], AnyRef, Any
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Inherited
  1. StatefulSeq5
  2. Serializable
  3. Product
  4. Equals
  5. GenericModule
  6. AnyRef
  7. Any
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Visibility
  1. Public
  2. Protected

Instance Constructors

  1. new StatefulSeq5(m1: M1 with StatefulModule[T1, T2, S1], m2: M2 with StatefulModule[T2, T3, S2], m3: M3 with StatefulModule[T3, T4, S3], m4: M4 with StatefulModule[T4, T5, S4], m5: M5 with StatefulModule[T5, T6, S5])

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##: Int
    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  4. def apply[S](a: (T1, (S1, S2, S3, S4, S5)))(implicit arg0: Sc[S]): (T6, (S1, S2, S3, S4, S5))

    Alias of forward

    Alias of forward

    Definition Classes
    GenericModule
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.CloneNotSupportedException]) @IntrinsicCandidate() @native()
  7. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  8. def forward[S](x: (T1, (S1, S2, S3, S4, S5)))(implicit arg0: Sc[S]): (T6, (S1, S2, S3, S4, S5))

    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.

    Definition Classes
    StatefulSeq5GenericModule
  9. def forward1[S](x: T1, st: (S1, S2, S3, S4, S5))(implicit arg0: Sc[S]): (T6, (S1, S2, S3, S4, S5))
  10. final def getClass(): Class[_ <: AnyRef]
    Definition Classes
    AnyRef → Any
    Annotations
    @IntrinsicCandidate() @native()
  11. 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
  12. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  13. final def learnableParameters: Long

    Returns the total number of optimizable parameters.

    Returns the total number of optimizable parameters.

    Definition Classes
    GenericModule
  14. val m1: M1 with StatefulModule[T1, T2, S1]
  15. val m2: M2 with StatefulModule[T2, T3, S2]
  16. val m3: M3 with StatefulModule[T3, T4, S3]
  17. val m4: M4 with StatefulModule[T4, T5, S4]
  18. val m5: M5 with StatefulModule[T5, T6, S5]
  19. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  20. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @IntrinsicCandidate() @native()
  21. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @IntrinsicCandidate() @native()
  22. 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
  23. def productElementNames: Iterator[String]
    Definition Classes
    Product
  24. 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.

    Definition Classes
    StatefulSeq5GenericModule
  25. final def synchronized[T0](arg0: => T0): T0
    Definition Classes
    AnyRef
  26. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  27. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException]) @native()
  28. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  29. final def zeroGrad(): Unit
    Definition Classes
    GenericModule

Deprecated Value Members

  1. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.Throwable]) @Deprecated
    Deprecated

    (Since version 9)

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from GenericModule[(T1, (S1, S2, S3, S4, S5)), (T6, (S1, S2, S3, S4, S5))]

Inherited from AnyRef

Inherited from Any

Ungrouped