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case class TrainParams(dataFolder: String = "./", saveFolder: String = "./", modelSnapshot: Option[String] = None, stateSnapshot: Option[String] = None, checkpoint: Option[String] = 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] = None, tokenFile: Option[String] = None, overWriteCheckpoint: Boolean = false, optimizerVersion: Option[String] = None) extends Product with Serializable

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Instance Constructors

  1. new TrainParams(dataFolder: String = "./", saveFolder: String = "./", modelSnapshot: Option[String] = None, stateSnapshot: Option[String] = None, checkpoint: Option[String] = 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] = None, tokenFile: Option[String] = None, overWriteCheckpoint: Boolean = false, optimizerVersion: Option[String] = None)

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. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  5. val batchSize: Int
  6. val bptt: Int
  7. val checkpoint: Option[String]
  8. def clone(): AnyRef
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @native() @throws( ... )
  9. val dampening: Double
  10. val dataFolder: String
  11. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  12. def finalize(): Unit
    Attributes
    protected[java.lang]
    Definition Classes
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    Annotations
    @throws( classOf[java.lang.Throwable] )
  13. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  14. val hiddenSize: Int
  15. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  16. val learningRate: Double
  17. val modelSnapshot: Option[String]
  18. val momentum: Double
  19. val nEpochs: Int
  20. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  21. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  22. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  23. val optimizerVersion: Option[String]
  24. val overWriteCheckpoint: Boolean
  25. val saveFolder: String
  26. val sentFile: Option[String]
  27. val stateSnapshot: Option[String]
  28. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  29. val tokenFile: Option[String]
  30. val vocabSize: Int
  31. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  32. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  33. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @throws( ... )
  34. val weightDecay: Double

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