Class/Object

org.platanios.tensorflow.api.learn.hooks

Evaluator

Related Docs: object Evaluator | package hooks

Permalink

case class Evaluator[IT, IO, ID, IS, I, TT, TO, TD, TS, EI](log: Boolean = true, summaryDir: Path = null, data: () ⇒ Dataset[TT, TO, TD, TS], metrics: Seq[Metric[EI, ops.Output]], trigger: HookTrigger = StepHookTrigger(100), triggerAtEnd: Boolean = true, randomSeed: Option[Int] = None, name: String = "Evaluator") extends TriggeredHook with ModelDependentHook[IT, IO, ID, IS, I, TT, TO, TD, TS, EI] with Product with Serializable

Linear Supertypes
Serializable, Serializable, Product, Equals, ModelDependentHook[IT, IO, ID, IS, I, TT, TO, TD, TS, EI], TriggeredHook, Hook, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. Evaluator
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. ModelDependentHook
  7. TriggeredHook
  8. Hook
  9. AnyRef
  10. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new Evaluator(log: Boolean = true, summaryDir: Path = null, data: () ⇒ Dataset[TT, TO, TD, TS], metrics: Seq[Metric[EI, ops.Output]], trigger: HookTrigger = StepHookTrigger(100), triggerAtEnd: Boolean = true, randomSeed: Option[Int] = None, name: String = "Evaluator")

    Permalink

Value Members

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

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    AnyRef → Any

  4. def afterSessionCreation(session: core.client.Session): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Hook

  5. final def afterSessionRun[F, E, R](runContext: SessionRunContext[F, E, R], runResult: SessionRunResult[Seq[ops.Output], Seq[tensors.Tensor]])(implicit executableEv: Executable[E], fetchableEv: Aux[F, R]): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    TriggeredHook → Hook

  6. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  7. final def beforeSessionRun[F, E, R](runContext: SessionRunContext[F, E, R])(implicit executableEv: Executable[E], fetchableEv: Aux[F, R]): Option[SessionRunArgs[Seq[ops.Output], Traversable[ops.Op], Seq[tensors.Tensor]]]

    Permalink
    Attributes
    protected
    Definition Classes
    TriggeredHook → Hook

  8. def begin(): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Evaluator → Hook

  9. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  10. val data: () ⇒ Dataset[TT, TO, TD, TS]

    Permalink

  11. def end(session: core.client.Session): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Hook

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

    Permalink
    Definition Classes
    AnyRef

  13. def fetches: Seq[ops.Output]

    Permalink
    Attributes
    protected
    Definition Classes
    TriggeredHook

  14. def finalize(): Unit

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

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

    Permalink
    Definition Classes
    AnyRef → Any

  16. val internalTrigger: HookTrigger

    Permalink
    Attributes
    protected
    Definition Classes
    TriggeredHook

  17. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  18. val log: Boolean

    Permalink

  19. val metrics: Seq[Metric[EI, ops.Output]]

    Permalink

  20. var modelInstance: ModelInstance[IT, IO, ID, IS, I, TT, TO, TD, TS, EI]

    Permalink
    Attributes
    protected
    Definition Classes
    ModelDependentHook

  21. val name: String

    Permalink

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

    Permalink
    Definition Classes
    AnyRef

  23. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  24. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  25. def onFirstTrigger[F, E, R](runContext: SessionRunContext[F, E, R])(implicit executableEv: Executable[E], fetchableEv: Aux[F, R]): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    TriggeredHook

  26. def onTrigger(step: Long, elapsed: Option[(Double, Int)], runResult: SessionRunResult[Seq[ops.Output], Seq[tensors.Tensor]], session: core.client.Session): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Evaluator → TriggeredHook

  27. val randomSeed: Option[Int]

    Permalink

  28. val summaryDir: Path

    Permalink

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

    Permalink
    Definition Classes
    AnyRef

  30. val trigger: HookTrigger

    Permalink

  31. val triggerAtEnd: Boolean

    Permalink

  32. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from ModelDependentHook[IT, IO, ID, IS, I, TT, TO, TD, TS, EI]

Inherited from TriggeredHook

Inherited from Hook

Inherited from AnyRef

Inherited from Any

Ungrouped