com.intel.analytics.bigdl.models.rnn.Utils

TrainParams

case class TrainParams(dataFolder: String = "./", saveFolder: String = "./", modelSnapshot: Option[String] = scala.None, stateSnapshot: Option[String] = scala.None, checkpoint: Option[String] = scala.None, batchSize: Int = 128, learningRate: Double = 0.1, momentum: Double = 0.0, weightDecay: Double = 0.0, dampening: Double = 0.0, hiddenSize: Int = 40, vocabSize: Int = 4000, bptt: Int = 4, nEpochs: Int = 30, sentFile: Option[String] = scala.None, tokenFile: Option[String] = scala.None, overWriteCheckpoint: Boolean = false, optimizerVersion: Option[String] = scala.None) extends Product with Serializable

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Instance Constructors

  1. new TrainParams(dataFolder: String = "./", saveFolder: String = "./", modelSnapshot: Option[String] = scala.None, stateSnapshot: Option[String] = scala.None, checkpoint: Option[String] = scala.None, batchSize: Int = 128, learningRate: Double = 0.1, momentum: Double = 0.0, weightDecay: Double = 0.0, dampening: Double = 0.0, hiddenSize: Int = 40, vocabSize: Int = 4000, bptt: Int = 4, nEpochs: Int = 30, sentFile: Option[String] = scala.None, tokenFile: Option[String] = scala.None, overWriteCheckpoint: Boolean = false, optimizerVersion: Option[String] = scala.None)

Value Members

  1. final def !=(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  2. final def !=(arg0: Any): Boolean

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  3. final def ##(): Int

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  4. final def ==(arg0: AnyRef): Boolean

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  5. final def ==(arg0: Any): Boolean

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  6. final def asInstanceOf[T0]: T0

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  7. val batchSize: Int

  8. val bptt: Int

  9. val checkpoint: Option[String]

  10. def clone(): AnyRef

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    protected[java.lang]
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    @throws( ... )

  11. val dampening: Double

  12. val dataFolder: String

  13. final def eq(arg0: AnyRef): Boolean

    Definition Classes
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  14. def finalize(): Unit

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    protected[java.lang]
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  15. final def getClass(): Class[_]

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  16. val hiddenSize: Int

  17. final def isInstanceOf[T0]: Boolean

    Definition Classes
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  18. val learningRate: Double

  19. val modelSnapshot: Option[String]

  20. val momentum: Double

  21. val nEpochs: Int

  22. final def ne(arg0: AnyRef): Boolean

    Definition Classes
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  23. final def notify(): Unit

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  24. final def notifyAll(): Unit

    Definition Classes
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  25. val optimizerVersion: Option[String]

  26. val overWriteCheckpoint: Boolean

  27. val saveFolder: String

  28. val sentFile: Option[String]

  29. val stateSnapshot: Option[String]

  30. final def synchronized[T0](arg0: ⇒ T0): T0

    Definition Classes
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  31. val tokenFile: Option[String]

  32. val vocabSize: Int

  33. final def wait(): Unit

    Definition Classes
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    @throws( ... )

  34. final def wait(arg0: Long, arg1: Int): Unit

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  35. final def wait(arg0: Long): Unit

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  36. val weightDecay: Double

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