Trait

org.deeplearning4j.spark.api

TrainingMaster

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trait TrainingMaster[R <: TrainingResult, W <: TrainingWorker[R]] extends AnyRef

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BaseTrainingMaster, ParameterAveragingTrainingMaster
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Abstract Value Members

  1. abstract def addHook(trainingHook: TrainingHook): Unit

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  2. abstract def deleteTempFiles(sc: SparkContext): Boolean

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  3. abstract def deleteTempFiles(sc: JavaSparkContext): Boolean

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  4. abstract def executeTraining(network: SparkComputationGraph, trainingData: JavaPairRDD[String, PortableDataStream]): Unit

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  5. abstract def executeTraining(graph: SparkComputationGraph, trainingData: JavaRDD[DataSet]): Unit

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  6. abstract def executeTraining(network: SparkDl4jMultiLayer, trainingData: JavaPairRDD[String, PortableDataStream]): Unit

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  7. abstract def executeTraining(network: SparkDl4jMultiLayer, trainingData: JavaRDD[DataSet]): Unit

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  8. abstract def executeTrainingMDS(network: SparkComputationGraph, trainingData: JavaPairRDD[String, PortableDataStream]): Unit

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  9. abstract def executeTrainingMDS(graph: SparkComputationGraph, trainingData: JavaRDD[MultiDataSet]): Unit

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  10. abstract def executeTrainingPaths(network: SparkComputationGraph, trainingDataPaths: JavaRDD[String]): Unit

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  11. abstract def executeTrainingPaths(network: SparkDl4jMultiLayer, trainingDataPaths: JavaRDD[String]): Unit

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  12. abstract def executeTrainingPathsMDS(network: SparkComputationGraph, trainingMultiDataSetPaths: JavaRDD[String]): Unit

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  13. abstract def getIsCollectTrainingStats(): Boolean

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  14. abstract def getTrainingStats(): SparkTrainingStats

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  15. abstract def getWorkerInstance(graph: SparkComputationGraph): W

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  16. abstract def getWorkerInstance(network: SparkDl4jMultiLayer): W

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  17. abstract def removeHook(trainingHook: TrainingHook): Unit

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  18. abstract def setCollectTrainingStats(collectTrainingStats: Boolean): Unit

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  19. abstract def setListeners(router: StatsStorageRouter, listeners: Collection[IterationListener]): Unit

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  20. abstract def setListeners(listeners: Collection[IterationListener]): Unit

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  21. abstract def toJson(): String

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  22. abstract def toYaml(): String

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

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  2. final def ##(): Int

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  5. def clone(): AnyRef

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  8. def finalize(): Unit

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

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  13. final def notify(): Unit

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  17. final def wait(): Unit

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

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

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