com.intel.analytics.bigdl.example.languagemodel.Utils

TrainParams

case class TrainParams(dataFolder: String = "./", modelSnapshot: Option[String] = scala.None, stateSnapshot: Option[String] = scala.None, checkpoint: Option[String] = scala.None, batchSize: Int = 20, learningRate: Double = 0.01, learningRateDecay: Double = 0.001, hiddenSize: Int = 200, vocabSize: Int = 10000, nEpochs: Int = 4, numLayers: Int = 2, numSteps: Int = 20, overWriteCheckpoint: Boolean = false, keepProb: Float = 2.0, withTransformerModel: Boolean = false, optimizerVersion: Option[String] = scala.None) extends Product with Serializable

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Instance Constructors

  1. new TrainParams(dataFolder: String = "./", modelSnapshot: Option[String] = scala.None, stateSnapshot: Option[String] = scala.None, checkpoint: Option[String] = scala.None, batchSize: Int = 20, learningRate: Double = 0.01, learningRateDecay: Double = 0.001, hiddenSize: Int = 200, vocabSize: Int = 10000, nEpochs: Int = 4, numLayers: Int = 2, numSteps: Int = 20, overWriteCheckpoint: Boolean = false, keepProb: Float = 2.0, withTransformerModel: Boolean = false, optimizerVersion: Option[String] = scala.None)

Value Members

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

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  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 checkpoint: Option[String]

  9. def clone(): AnyRef

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

  10. val dataFolder: String

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

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  12. def finalize(): Unit

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

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  14. val hiddenSize: Int

  15. final def isInstanceOf[T0]: Boolean

    Definition Classes
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  16. val keepProb: Float

  17. val learningRate: Double

  18. val learningRateDecay: Double

  19. val modelSnapshot: Option[String]

  20. val nEpochs: Int

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

    Definition Classes
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  22. final def notify(): Unit

    Definition Classes
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  23. final def notifyAll(): Unit

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  24. val numLayers: Int

  25. val numSteps: Int

  26. val optimizerVersion: Option[String]

  27. val overWriteCheckpoint: Boolean

  28. val stateSnapshot: Option[String]

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

    Definition Classes
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  30. val vocabSize: Int

  31. final def wait(): Unit

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    @throws( ... )

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

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

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  34. val withTransformerModel: Boolean

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