Class/Object

org.platanios.tensorflow.api.learn.estimators

FileBasedEstimator

Related Docs: object FileBasedEstimator | package estimators

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

Linear Supertypes
Estimator[IT, IO, ID, IS, I, TT, TO, TD, TS, EI], AnyRef, Any
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  1. FileBasedEstimator
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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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    Any
  5. def checkpointConfig: CheckpointConfig

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    Definition Classes
    Estimator
  6. def clone(): AnyRef

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    protected[java.lang]
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    AnyRef
    Annotations
    @throws( ... )
  7. val configuration: Configuration

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    Definition Classes
    Estimator
  8. val configurationBase: Configuration

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    Attributes
    protected
    Definition Classes
    FileBasedEstimatorEstimator
  9. val deviceFunction: Option[(OpSpecification) ⇒ String]

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    Definition Classes
    Estimator
  10. final def eq(arg0: AnyRef): Boolean

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  11. def equals(arg0: Any): Boolean

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

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    Definition Classes
    FileBasedEstimatorEstimator
    Annotations
    @throws( ... )
  13. val evaluateHooks: Set[Hook]

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  14. def evaluateWithHooks(data: () ⇒ Dataset[TT, TO, TD, TS], metrics: Seq[Metric[EI, ops.Output]] = this.evaluationMetrics, maxSteps: Long = 1L, hooks: Set[Hook] = evaluateHooks, checkpointPath: Path = null, saveSummaries: Boolean = true, name: String = null): Seq[tensors.Tensor]

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    @throws( ... ) @throws( ... )
  15. val evaluationMetrics: Seq[Metric[EI, ops.Output]]

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  16. def finalize(): Unit

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    @throws( classOf[java.lang.Throwable] )
  17. final def getClass(): Class[_]

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  18. def getOrCreateSaver(): Option[Saver]

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    protected
    Definition Classes
    Estimator
  19. def hashCode(): Int

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  20. 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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    Definition Classes
    FileBasedEstimatorEstimator
  21. val inferHooks: Set[Hook]

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  22. def inferWithHooks[InferInput, InferOutput, ModelInferenceOutput](input: () ⇒ InferInput, hooks: Set[Hook] = inferHooks, checkpointPath: Path = null)(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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    @throws( ... )
  23. final def isInstanceOf[T0]: Boolean

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

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    Attributes
    protected
    Definition Classes
    FileBasedEstimatorEstimator
  25. final def ne(arg0: AnyRef): Boolean

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    AnyRef
  26. final def notify(): Unit

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    AnyRef
  27. final def notifyAll(): Unit

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  28. def randomSeed: Option[Int]

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

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    Attributes
    protected
    Definition Classes
    Estimator
  30. def sessionConfig: Option[SessionConfig]

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    Definition Classes
    Estimator
  31. val stopCriteria: StopCriteria

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

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  33. val tensorBoardConfig: TensorBoardConfig

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  34. def toString(): String

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

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    Definition Classes
    FileBasedEstimatorEstimator
  36. val trainChiefOnlyHooks: Set[Hook]

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  37. val trainHooks: Set[Hook]

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  38. def trainWithHooks(data: () ⇒ Dataset[TT, TO, TD, TS], stopCriteria: StopCriteria = this.stopCriteria, hooks: Set[Hook] = trainHooks, chiefOnlyHooks: Set[Hook] = trainChiefOnlyHooks, tensorBoardConfig: TensorBoardConfig = this.tensorBoardConfig): Unit

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  39. final def wait(): Unit

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    @throws( ... )
  40. final def wait(arg0: Long, arg1: Int): Unit

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    @throws( ... )
  41. final def wait(arg0: Long): Unit

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    @throws( ... )
  42. def workingDir: Option[Path]

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    Definition Classes
    Estimator

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

Inherited from AnyRef

Inherited from Any

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