Packages

c

lamp.nn.LossFunctions

SequenceNLL

case class SequenceNLL(numClasses: Int, classWeights: STen, ignore: Long = -100L) extends LossFunction with Product with Serializable

Return a loss function which takes outputs of time step x batch x classes and targets of time step x batch The returned loss is averaged over the batch and the time steps

Linear Supertypes
Serializable, Serializable, Product, Equals, LossFunction, AnyRef, Any
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Inherited
  1. SequenceNLL
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. LossFunction
  7. AnyRef
  8. Any
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Visibility
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Instance Constructors

  1. new SequenceNLL(numClasses: Int, classWeights: STen, ignore: Long = -100L)

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](out: Variable, target: STen)(implicit arg0: Sc[S]): (Variable, Long)

    Returns the loss averaged over examples and the number of examples

    Returns the loss averaged over examples and the number of examples

    Definition Classes
    SequenceNLL → LossFunction
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. val classWeights: STen
  7. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  8. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  9. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  10. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  11. val ignore: Long
  12. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  13. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  14. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  15. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  16. val numClasses: Int
  17. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  18. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  19. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  20. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from LossFunction

Inherited from AnyRef

Inherited from Any

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