Class/Object

org.platanios.tensorflow.api.learn.estimators

Estimator

Related Docs: object Estimator | package estimators

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abstract class Estimator[IT, IO, ID, IS, I, TT, TO, TD, TS, EI] extends AnyRef

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AnyRef, Any
Known Subclasses
FileBasedEstimator, InMemoryEstimator
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Abstract Value Members

  1. abstract def evaluate(data: () ⇒ Dataset[TT, TO, TD, TS], metrics: Seq[Metric[EI, ops.Output]], maxSteps: Long = 1L, saveSummaries: Boolean = true, name: String = null): Seq[tensors.Tensor]

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    @throws( ... )

  2. abstract def infer[InferInput, InferOutput, ModelInferenceOutput](input: () ⇒ InferInput)(implicit evFetchableIO: Aux[IO, IT], evFetchableI: Aux[I, ModelInferenceOutput], evFetchableIIO: Aux[(IO, I), (IT, ModelInferenceOutput)], ev: SupportedInferInput[InferInput, InferOutput, IT, IO, ID, IS, ModelInferenceOutput]): InferOutput

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  3. abstract def train(data: () ⇒ Dataset[TT, TO, TD, TS], stopCriteria: StopCriteria = StopCriteria()): Unit

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Concrete Value Members

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

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  2. final def ##(): Int

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

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  4. final def asInstanceOf[T0]: T0

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  5. def checkpointConfig: CheckpointConfig

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  6. def clone(): AnyRef

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

  7. val configuration: Configuration

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  8. val configurationBase: Configuration

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    protected

  9. val deviceFunction: Option[(OpSpecification) ⇒ String]

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

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  11. def equals(arg0: Any): Boolean

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  12. def finalize(): Unit

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    @throws( classOf[java.lang.Throwable] )

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

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  14. def getOrCreateSaver(): Option[Saver]

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    protected

  15. def hashCode(): Int

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  16. final def isInstanceOf[T0]: Boolean

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  17. val modelFunction: ModelFunction[IT, IO, ID, IS, I, TT, TO, TD, TS, EI]

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    protected

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

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  19. final def notify(): Unit

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  20. final def notifyAll(): Unit

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  21. def randomSeed: Option[Int]

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  22. def saveEvaluationSummaries(step: Long, metrics: Seq[Metric[EI, ops.Output]], metricValues: Seq[tensors.Tensor], name: String = null): Unit

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    protected

  23. def sessionConfig: Option[SessionConfig]

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

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  25. def toString(): String

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  26. final def wait(): Unit

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

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

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  29. def workingDir: Option[Path]

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