case class StatefulSeq4[T1, T2, T3, T4, T5, S1, S2, S3, S4, M1 <: StatefulModule[T1, T2, S1], M2 <: StatefulModule[T2, T3, S2], M3 <: StatefulModule[T3, T4, S3], M4 <: StatefulModule[T4, T5, S4]](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]) extends StatefulModule[T1, T5, (S1, S2, S3, S4)] with Product with Serializable
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Instance Constructors
- new StatefulSeq4(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])
Value Members
- final def !=(arg0: Any): Boolean
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- AnyRef → Any
- final def ##: Int
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- final def ==(arg0: Any): Boolean
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- def apply[S](a: (T1, (S1, S2, S3, S4)))(implicit arg0: Sc[S]): (T5, (S1, S2, S3, S4))
Alias of forward
Alias of forward
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- GenericModule
- final def asInstanceOf[T0]: T0
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- Any
- def clone(): AnyRef
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- protected[lang]
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- @throws(classOf[java.lang.CloneNotSupportedException]) @native()
- final def eq(arg0: AnyRef): Boolean
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- def finalize(): Unit
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- protected[lang]
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- @throws(classOf[java.lang.Throwable])
- def forward[S](x: (T1, (S1, S2, S3, S4)))(implicit arg0: Sc[S]): (T5, (S1, S2, S3, S4))
The implementation of the function.
The implementation of the function.
In addition of
x
it can also use all thestate to compute its value.
- Definition Classes
- StatefulSeq4 → GenericModule
- def forward1[S](x: T1, st: (S1, S2, S3, S4))(implicit arg0: Sc[S]): (T5, (S1, S2, S3, S4))
- final def getClass(): Class[_ <: AnyRef]
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- AnyRef → Any
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- @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]
- final def ne(arg0: AnyRef): Boolean
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- final def notify(): Unit
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- @native()
- final def notifyAll(): Unit
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- 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
- StatefulSeq4 → GenericModule
- final def synchronized[T0](arg0: => T0): T0
- Definition Classes
- AnyRef
- final def wait(): Unit
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- @throws(classOf[java.lang.InterruptedException])
- final def wait(arg0: Long, arg1: Int): Unit
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- @throws(classOf[java.lang.InterruptedException])
- final def wait(arg0: Long): Unit
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- final def zeroGrad(): Unit
- Definition Classes
- GenericModule