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lamp.nn

LossFunctions

object LossFunctions

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Type Members

  1. case class BCEWithLogits(posWeights: Option[STen] = None, reduction: Reduction = Mean, ignore: Long = -100L) extends LossFunction with Product with Serializable
  2. case class NLL(numClasses: Int, classWeights: STen, reduction: Reduction = Mean, ignore: Long = -100L) extends LossFunction with Product with Serializable
  3. 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

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  1. final def !=(arg0: Any): Boolean
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  15. final def synchronized[T0](arg0: => T0): T0
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  18. final def wait(arg0: Long, arg1: Int): Unit
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  19. final def wait(arg0: Long): Unit
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  20. case object Identity extends LossFunction with Product with Serializable
  21. case object L1Loss extends LossFunction with Product with Serializable
  22. case object MSE extends LossFunction with Product with Serializable

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