Packages

class InMemoryEstimator[In, TrainIn, Out, TrainOut, Loss, EvalIn] extends Estimator[In, TrainIn, Out, TrainOut, Loss, EvalIn]

Linear Supertypes
Estimator[In, TrainIn, Out, TrainOut, Loss, EvalIn], AnyRef, Any
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Inherited
  1. InMemoryEstimator
  2. Estimator
  3. AnyRef
  4. Any
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Visibility
  1. Public
  2. Protected

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. var additionalLocalInitOps: Set[ops.UntypedOp]
    Attributes
    protected
  5. var allTrainChiefOnlyHooks: Set[Hook]
    Attributes
    protected
  6. var allTrainHooks: Set[Hook]
    Attributes
    protected
  7. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  8. def checkpointConfig: CheckpointConfig
    Definition Classes
    Estimator
  9. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.CloneNotSupportedException]) @native() @HotSpotIntrinsicCandidate()
  10. val configuration: Configuration
    Definition Classes
    Estimator
  11. val configurationBase: Configuration
    Attributes
    protected
    Definition Classes
    InMemoryEstimatorEstimator
  12. val deviceFunction: Option[(OpSpecification) => String]
    Definition Classes
    Estimator
  13. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  14. def equals(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef → Any
  15. def evaluate[TrainInD, TrainInS](data: () => Dataset[TrainIn], metrics: Seq[Metric[EvalIn, ops.Output[Float]]], maxSteps: Long = -1L, saveSummaries: Boolean = true, name: String = null)(implicit evOutputToDataType: Aux[TrainIn, TrainInD], evOutputToShape: Aux[TrainIn, TrainInS]): Seq[tensors.Tensor[Float]]
    Definition Classes
    InMemoryEstimatorEstimator
    Annotations
    @throws(scala.this.throws.<init>$default$1[org.platanios.tensorflow.api.core.exception.InvalidArgumentException])
  16. val evaluateHooks: Set[Hook]
  17. val evaluationMetrics: Seq[Metric[EvalIn, ops.Output[Float]]]
  18. val evaluationOps: EvalOps[TrainIn, Out]
    Attributes
    protected
  19. val evaluationUpdateOps: ops.Op[Unit, Unit]
    Attributes
    protected
  20. final def getClass(): Class[_ <: AnyRef]
    Definition Classes
    AnyRef → Any
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  21. def getOrCreateSaver(): Option[Saver]
    Attributes
    protected
    Definition Classes
    Estimator
  22. val globalStep: ops.Output[Long]
    Attributes
    protected
  23. val graph: core.Graph
    Attributes
    protected
  24. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  25. def infer[InV, InD, InS, OutV, OutD, OutS, InferIn, InferOut](input: () => InferIn)(implicit evOutputToDataTypeIn: Aux[In, InD], evOutputToDataTypeOut: Aux[Out, OutD], evOutputToShapeIn: Aux[In, InS], evOutputToShapeOut: Aux[Out, OutS], evOutputToTensorIn: Aux[In, InV], evOutputToTensorOut: Aux[Out, OutV], ev: SupportedInferInput[In, InV, OutV, InferIn, InferOut], evOutputToTensorInOut: Aux[(In, Out), (InV, OutV)]): InferOut
    Definition Classes
    InMemoryEstimatorEstimator
  26. val inferHooks: Set[Hook]
  27. val inferenceOps: InferOps[In, Out]
    Attributes
    protected
  28. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  29. def localInitFunction(session: core.client.Session, builtSessionScaffold: BuiltSessionScaffold): Unit
    Attributes
    protected
  30. val model: TrainableModel[In, TrainIn, Out, TrainOut, Loss, EvalIn]
    Attributes
    protected
  31. val modelFunction: ModelFunction[In, TrainIn, Out, TrainOut, Loss, EvalIn]
    Attributes
    protected
    Definition Classes
    InMemoryEstimatorEstimator
  32. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  33. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  34. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  35. def randomSeed: Option[Int]
    Definition Classes
    Estimator
  36. def saveEvaluationSummaries(step: Long, metrics: Seq[Metric[EvalIn, ops.Output[Float]]], metricValues: Seq[tensors.Tensor[Float]], name: String = null): Unit
    Attributes
    protected
    Definition Classes
    Estimator
  37. val session: MonitoredSession
    Attributes
    protected
  38. def sessionConfig: Option[SessionConfig]
    Definition Classes
    Estimator
  39. val stopCriteria: StopCriteria
  40. val stopHook: Stopper
    Attributes
    protected
  41. final def synchronized[T0](arg0: => T0): T0
    Definition Classes
    AnyRef
  42. val tensorBoardConfig: TensorBoardConfig
  43. def toString(): String
    Definition Classes
    AnyRef → Any
  44. def train[TrainInD, TrainInS](data: () => Dataset[TrainIn], stopCriteria: StopCriteria = this.stopCriteria)(implicit evOutputToDataType: Aux[TrainIn, TrainInD], evOutputToShape: Aux[TrainIn, TrainInS]): Unit
    Definition Classes
    InMemoryEstimatorEstimator
  45. val trainChiefOnlyHooks: Set[Hook]
  46. val trainHooks: Set[Hook]
  47. val trainingOps: TrainOps[TrainIn, TrainOut, Loss]
    Attributes
    protected
  48. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  49. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException]) @native()
  50. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  51. def workingDir: Option[Path]
    Definition Classes
    Estimator

Deprecated Value Members

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

    (Since version ) see corresponding Javadoc for more information.

Inherited from Estimator[In, TrainIn, Out, TrainOut, Loss, EvalIn]

Inherited from AnyRef

Inherited from Any

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