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package learn

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Package Members

  1. package estimators
  2. package hooks
  3. package layers
  4. package models

Type Members

  1. case class BuiltSessionScaffold extends Product with Serializable
  2. case class ChiefSessionCreator(master: String = "", sessionScaffold: SessionScaffold = SessionScaffold(), sessionConfig: Option[SessionConfig] = None, checkpointPath: Option[Path] = None) extends SessionCreator with Product with Serializable
  3. trait ClipGradients extends AnyRef
  4. case class ClipGradientsByAverageNorm(clipNorm: Float) extends ClipGradients with Product with Serializable
  5. case class ClipGradientsByGlobalNorm(clipNorm: Float) extends ClipGradients with Product with Serializable
  6. case class ClipGradientsByNorm(clipNorm: Float) extends ClipGradients with Product with Serializable
  7. case class ClipGradientsByValue(clipValueMin: Float, clipValueMax: Float) extends ClipGradients with Product with Serializable
  8. case class Configuration(workingDir: Option[Path] = None, sessionConfig: Option[SessionConfig] = None, checkpointConfig: CheckpointConfig = TimeBasedCheckpoints(600, 5, 10000), randomSeed: Option[Int] = None) extends Product with Serializable
  9. abstract class InferenceModel[In, Out] extends Model
  10. sealed trait Mode extends AnyRef
  11. trait Model extends AnyRef
  12. case class ModelInstance[In, TrainIn, Out, TrainOut, Loss, EvalIn](model: TrainableModel[In, TrainIn, Out, TrainOut, Loss, EvalIn], configuration: Configuration, trainInputIterator: Option[DatasetIterator[TrainIn]] = None, trainInput: Option[TrainIn] = None, output: Option[Out] = None, trainOutput: Option[TrainOut] = None, loss: Option[ops.Output[Loss]] = None, gradientsAndVariables: Option[Seq[(ops.OutputLike[Loss], ops.variables.Variable[Any])]] = None, trainOp: Option[ops.UntypedOp] = None)(implicit evidence$1: core.types.TF[Loss], evidence$2: core.types.IsFloatOrDouble[Loss]) extends Product with Serializable
  13. class MonitoredSession extends SessionWrapper
  14. case class RecoverableSession extends SessionWrapper with Product with Serializable
  15. trait SessionCreator extends AnyRef
  16. case class SessionScaffold(readyOp: Option[ops.Output[String]] = None, readyForLocalInitOp: Option[ops.Output[String]] = None, initOp: Option[ops.UntypedOp] = None, initFeedMap: FeedMap = FeedMap.empty, initFunction: Option[(core.client.Session, BuiltSessionScaffold) => Unit] = None, localInitOp: Option[ops.UntypedOp] = None, localInitFunction: Option[(core.client.Session, BuiltSessionScaffold) => Unit] = None, summaryOp: Option[ops.Output[String]] = None, saver: Option[Saver] = None) extends Product with Serializable
  17. class SessionWrapper extends core.client.Session
  18. class StopCriteria extends AnyRef
  19. abstract class SupervisedTrainableModel[In, TrainIn, Out, TrainOut, Loss] extends TrainableModel[In, (In, TrainIn), Out, TrainOut, Loss, (Out, (In, TrainIn))]
  20. abstract class TrainableModel[In, TrainIn, Out, TrainOut, Loss, EvalIn] extends InferenceModel[In, Out]
  21. abstract class UnsupervisedTrainableModel[In, Out, Loss] extends TrainableModel[In, In, Out, Out, Loss, Out]
  22. case class WorkerSessionCreator(master: String = "", sessionScaffold: SessionScaffold = SessionScaffold(), sessionConfig: Option[SessionConfig] = None) extends SessionCreator with Product with Serializable

Value Members

  1. object Configuration extends Serializable
  2. object Counter
  3. case object EVALUATION extends Mode with Product with Serializable
  4. case object INFERENCE extends Mode with Product with Serializable
  5. object Model
  6. object MonitoredSession
  7. case object NoClipGradients extends ClipGradients with Product with Serializable
  8. object RecoverableSession extends Serializable
  9. object SessionManager extends Serializable
  10. object StopCriteria
  11. case object TRAINING extends Mode with Product with Serializable

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