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
Ordering
- Alphabetic
- By Inheritance
Inherited
- StatefulSeq5
- Serializable
- Product
- Equals
- GenericModule
- AnyRef
- Any
- Hide All
- Show All
Visibility
- Public
- Protected
Instance Constructors
- 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
- 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: (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
- final def asInstanceOf[T0]: T0
- Definition Classes
- Any
- def clone(): AnyRef
- Attributes
- protected[lang]
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.CloneNotSupportedException]) @IntrinsicCandidate() @native()
- final def eq(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef
- 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
xit can also use all thestate to compute its value.- Definition Classes
- StatefulSeq5 → GenericModule
- def forward1[S](x: T1, st: (S1, S2, S3, S4, S5))(implicit arg0: Sc[S]): (T6, (S1, S2, S3, S4, S5))
- 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
- final def learnableParameters: Long
Returns the total number of optimizable parameters.
Returns the total number of optimizable parameters.
- Definition Classes
- GenericModule
- val m1: M1 with StatefulModule[T1, T2, S1]
- val m2: M2 with StatefulModule[T2, T3, S2]
- val m3: M3 with StatefulModule[T3, T4, S3]
- val m4: M4 with StatefulModule[T4, T5, S4]
- val m5: M5 with StatefulModule[T5, T6, S5]
- 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: 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
- StatefulSeq5 → GenericModule
- final def synchronized[T0](arg0: => T0): T0
- Definition Classes
- AnyRef
- 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)