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case class TrainParams(folder: String = "./", checkpoint: Option[String] = None, modelSnapshot: Option[String] = None, stateSnapshot: Option[String] = None, summaryPath: Option[String] = None, batchSize: Int = 112, maxEpoch: Int = 90, overWriteCheckpoint: Boolean = false, learningRate: Double = 0.01, weightDecay: Double = 0.0005, graphModel: Boolean = false, maxIteration: Int = 40000, momentum: Double = 0.9, dampening: Double = 0.0, nesterov: Boolean = true, classNumber: Int = 1000, env: String = "local", checkpointIteration: Int = 1000, maxLr: Double = 0.06, warmupEpoch: Option[Int] = None, gradientL2NormThreshold: Option[Double] = None, optimizerVersion: Option[String] = None) extends Product with Serializable

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  1. TrainParams
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Instance Constructors

  1. new TrainParams(folder: String = "./", checkpoint: Option[String] = None, modelSnapshot: Option[String] = None, stateSnapshot: Option[String] = None, summaryPath: Option[String] = None, batchSize: Int = 112, maxEpoch: Int = 90, overWriteCheckpoint: Boolean = false, learningRate: Double = 0.01, weightDecay: Double = 0.0005, graphModel: Boolean = false, maxIteration: Int = 40000, momentum: Double = 0.9, dampening: Double = 0.0, nesterov: Boolean = true, classNumber: Int = 1000, env: String = "local", checkpointIteration: Int = 1000, maxLr: Double = 0.06, warmupEpoch: Option[Int] = None, gradientL2NormThreshold: Option[Double] = None, 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 checkpoint: Option[String]
  7. val checkpointIteration: Int
  8. val classNumber: Int
  9. def clone(): AnyRef
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @native() @throws( ... )
  10. val dampening: Double
  11. val env: String
  12. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  13. def finalize(): Unit
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  14. val folder: String
  15. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  16. val gradientL2NormThreshold: Option[Double]
  17. val graphModel: Boolean
  18. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  19. val learningRate: Double
  20. val maxEpoch: Int
  21. val maxIteration: Int
  22. val maxLr: Double
  23. val modelSnapshot: Option[String]
  24. val momentum: Double
  25. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  26. val nesterov: Boolean
  27. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  28. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  29. val optimizerVersion: Option[String]
  30. val overWriteCheckpoint: Boolean
  31. val stateSnapshot: Option[String]
  32. val summaryPath: Option[String]
  33. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  34. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  35. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  36. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
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    @native() @throws( ... )
  37. val warmupEpoch: Option[Int]
  38. val weightDecay: Double

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