Packages

c

lamp.nn

SupervisedModel

case class SupervisedModel[I, M <: GenericModule[I, Variable]](module: M with GenericModule[I, Variable], lossFunction: LossFunction, lossCalculation: LossCalculation[I] = new SimpleLossCalculation[I], printMemoryAllocations: Boolean = false)(implicit tm: TrainingMode[M]) extends Product with Serializable

Linear Supertypes
Serializable, Product, Equals, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. SupervisedModel
  2. Serializable
  3. Product
  4. Equals
  5. AnyRef
  6. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. Protected

Instance Constructors

  1. new SupervisedModel(module: M with GenericModule[I, Variable], lossFunction: LossFunction, lossCalculation: LossCalculation[I] = new SimpleLossCalculation[I], printMemoryAllocations: Boolean = false)(implicit tm: TrainingMode[M])

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. def addTotalLossAndReturnGradientsAndNumExamples(samples: I, target: STen, acc: STen, zeroGrad: Boolean, switchStream: Boolean): (Long, Seq[Option[STen]])
  5. def addTotalLossAndReturnNumExamples(samples: I, target: STen, acc: STen, switchStream: Boolean): Long
  6. def asEval: SupervisedModel[I, M with GenericModule[I, Variable]]
  7. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  8. def asTraining: SupervisedModel[I, M with GenericModule[I, Variable]]
  9. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.CloneNotSupportedException]) @IntrinsicCandidate() @native()
  10. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  11. final def getClass(): Class[_ <: AnyRef]
    Definition Classes
    AnyRef → Any
    Annotations
    @IntrinsicCandidate() @native()
  12. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  13. val lossCalculation: LossCalculation[I]
  14. val lossFunction: LossFunction
  15. val module: M with GenericModule[I, Variable]
  16. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  17. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @IntrinsicCandidate() @native()
  18. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @IntrinsicCandidate() @native()
  19. val printMemoryAllocations: Boolean
  20. def productElementNames: Iterator[String]
    Definition Classes
    Product
  21. final def synchronized[T0](arg0: => T0): T0
    Definition Classes
    AnyRef
  22. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  23. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException]) @native()
  24. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  25. def zeroGrad(): Unit
  26. def zipOptimizer(optimizerFactory: (Seq[(STen, PTag)]) => Optimizer): ModelWithOptimizer[I, M]

Deprecated Value Members

  1. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.Throwable]) @Deprecated
    Deprecated

    (Since version 9)

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from AnyRef

Inherited from Any

Ungrouped