Uses of Interface
org.deeplearning4j.core.loader.MultiDataSetLoader

Packages that use MultiDataSetLoader

Package	Description
org.deeplearning4j.core.loader.impl
org.deeplearning4j.spark.api
org.deeplearning4j.spark.api.worker
org.deeplearning4j.spark.impl.graph
org.deeplearning4j.spark.impl.graph.evaluation
org.deeplearning4j.spark.impl.multilayer
org.deeplearning4j.spark.impl.paramavg
org.deeplearning4j.spark.iterator
org.deeplearning4j.spark.parameterserver.functions
org.deeplearning4j.spark.parameterserver.training

Uses of MultiDataSetLoader in org.deeplearning4j.core.loader.impl

Classes in org.deeplearning4j.core.loader.impl that implement MultiDataSetLoader

Modifier and Type	Class and Description
class	SerializedMultiDataSetLoader Loads DataSets using MultiDataSet.load(InputStream)

Uses of MultiDataSetLoader in org.deeplearning4j.spark.api

Methods in org.deeplearning4j.spark.api with parameters of type MultiDataSetLoader

Modifier and Type	Method and Description
void	TrainingMaster.executeTrainingPaths(SparkDl4jMultiLayer network, SparkComputationGraph graph, org.apache.spark.api.java.JavaRDD<String> trainingDataPaths, DataSetLoader dsLoader, MultiDataSetLoader mdsLoader) Fit the network using a list of paths for serialized DataSet objects.

Uses of MultiDataSetLoader in org.deeplearning4j.spark.api.worker

Constructors in org.deeplearning4j.spark.api.worker with parameters of type MultiDataSetLoader

Constructor and Description
ExecuteWorkerPathMDSFlatMap(TrainingWorker<R> worker, MultiDataSetLoader loader, org.apache.spark.broadcast.Broadcast<SerializableHadoopConfig> hadoopConfig)

Uses of MultiDataSetLoader in org.deeplearning4j.spark.impl.graph

Methods in org.deeplearning4j.spark.impl.graph with parameters of type MultiDataSetLoader

Modifier and Type	Method and Description
protected IEvaluation[]	SparkComputationGraph.doEvaluation(org.apache.spark.api.java.JavaRDD<String> data, int evalNumWorkers, int evalBatchSize, DataSetLoader loader, MultiDataSetLoader mdsLoader, IEvaluation... emptyEvaluations)
IEvaluation[]	SparkComputationGraph.doEvaluation(org.apache.spark.api.java.JavaRDD<String> data, int evalNumWorkers, int evalBatchSize, MultiDataSetLoader loader, IEvaluation... emptyEvaluations) Perform evaluation on serialized MultiDataSet objects on disk, (potentially in any format), that are loaded using an MultiDataSetLoader
IEvaluation[]	SparkComputationGraph.doEvaluation(org.apache.spark.api.java.JavaRDD<String> data, MultiDataSetLoader loader, IEvaluation... emptyEvaluations) Perform evaluation on serialized MultiDataSet objects on disk, (potentially in any format), that are loaded using an MultiDataSetLoader.
Evaluation	SparkComputationGraph.evaluate(String path, MultiDataSetLoader loader) Evaluate the single-output network on a directory containing a set of MultiDataSet objects to be loaded with a MultiDataSetLoader.
ComputationGraph	SparkComputationGraph.fitPaths(org.apache.spark.api.java.JavaRDD<String> paths, MultiDataSetLoader loader)

Uses of MultiDataSetLoader in org.deeplearning4j.spark.impl.graph.evaluation

Fields in org.deeplearning4j.spark.impl.graph.evaluation declared as MultiDataSetLoader

Modifier and Type	Field and Description
protected MultiDataSetLoader	IEvaluateMDSPathsFlatMapFunction.mdsLoader

Constructors in org.deeplearning4j.spark.impl.graph.evaluation with parameters of type MultiDataSetLoader

Constructor and Description
IEvaluateMDSPathsFlatMapFunction(org.apache.spark.broadcast.Broadcast<String> json, org.apache.spark.broadcast.Broadcast<byte[]> params, int evalNumWorkers, int evalBatchSize, DataSetLoader dsLoader, MultiDataSetLoader mdsLoader, org.apache.spark.broadcast.Broadcast<SerializableHadoopConfig> configuration, IEvaluation[] evaluations)

Uses of MultiDataSetLoader in org.deeplearning4j.spark.impl.multilayer

Methods in org.deeplearning4j.spark.impl.multilayer with parameters of type MultiDataSetLoader

Modifier and Type	Method and Description
protected IEvaluation[]	SparkDl4jMultiLayer.doEvaluation(org.apache.spark.api.java.JavaRDD<String> data, int evalNumWorkers, int evalBatchSize, DataSetLoader loader, MultiDataSetLoader mdsLoader, IEvaluation... emptyEvaluations)
IEvaluation[]	SparkDl4jMultiLayer.doEvaluation(org.apache.spark.api.java.JavaRDD<String> data, int evalNumWorkers, int evalBatchSize, MultiDataSetLoader loader, IEvaluation... emptyEvaluations) Perform evaluation on serialized MultiDataSet objects on disk, (potentially in any format), that are loaded using an MultiDataSetLoader
IEvaluation[]	SparkDl4jMultiLayer.doEvaluation(org.apache.spark.api.java.JavaRDD<String> data, MultiDataSetLoader loader, IEvaluation... emptyEvaluations) Perform evaluation on serialized MultiDataSet objects on disk, (potentially in any format), that are loaded using an MultiDataSetLoader.

Uses of MultiDataSetLoader in org.deeplearning4j.spark.impl.paramavg

Methods in org.deeplearning4j.spark.impl.paramavg with parameters of type MultiDataSetLoader

Modifier and Type	Method and Description
protected void	ParameterAveragingTrainingMaster.doIterationPaths(SparkDl4jMultiLayer network, SparkComputationGraph graph, org.apache.spark.api.java.JavaRDD<String> split, int splitNum, int numSplits, int dataSetObjectNumExamples, DataSetLoader dsLoader, MultiDataSetLoader mdsLoader)
void	ParameterAveragingTrainingMaster.executeTrainingPaths(SparkDl4jMultiLayer network, SparkComputationGraph graph, org.apache.spark.api.java.JavaRDD<String> trainingDataPaths, DataSetLoader dsLoader, MultiDataSetLoader mdsLoader)
protected void	ParameterAveragingTrainingMaster.executeTrainingPathsHelper(SparkDl4jMultiLayer network, SparkComputationGraph graph, org.apache.spark.api.java.JavaRDD<String> trainingDataPaths, DataSetLoader dsLoader, MultiDataSetLoader mdsLoader, int dataSetObjectsNumExamples)

Uses of MultiDataSetLoader in org.deeplearning4j.spark.iterator

Constructors in org.deeplearning4j.spark.iterator with parameters of type MultiDataSetLoader

Constructor and Description
PathSparkMultiDataSetIterator(Collection<String> dataSetStreams, MultiDataSetLoader loader, org.apache.spark.broadcast.Broadcast<SerializableHadoopConfig> hadoopConfig)
PathSparkMultiDataSetIterator(Iterator<String> iter, MultiDataSetLoader loader, org.apache.spark.broadcast.Broadcast<SerializableHadoopConfig> hadoopConfig)

Uses of MultiDataSetLoader in org.deeplearning4j.spark.parameterserver.functions

Fields in org.deeplearning4j.spark.parameterserver.functions declared as MultiDataSetLoader

Modifier and Type	Field and Description
protected MultiDataSetLoader	SharedFlatMapPathsMDS.loader

Constructors in org.deeplearning4j.spark.parameterserver.functions with parameters of type MultiDataSetLoader

Constructor and Description
SharedFlatMapPathsMDS(TrainingWorker<R> worker, MultiDataSetLoader loader, org.apache.spark.broadcast.Broadcast<SerializableHadoopConfig> hadoopConfig)

Uses of MultiDataSetLoader in org.deeplearning4j.spark.parameterserver.training

Methods in org.deeplearning4j.spark.parameterserver.training with parameters of type MultiDataSetLoader

Modifier and Type	Method and Description
protected void	SharedTrainingMaster.doIterationPaths(SparkDl4jMultiLayer network, SparkComputationGraph graph, org.apache.spark.api.java.JavaRDD<String> data, int splitNum, int numSplits, DataSetLoader dsLoader, MultiDataSetLoader mdsLoader, int dataSetObjectNumExamples)
void	SharedTrainingMaster.executeTrainingPaths(SparkDl4jMultiLayer network, SparkComputationGraph graph, org.apache.spark.api.java.JavaRDD<String> trainingDataPaths, DataSetLoader dsLoader, MultiDataSetLoader mdsLoader)
protected void	SharedTrainingMaster.executeTrainingPathsHelper(SparkDl4jMultiLayer network, SparkComputationGraph graph, org.apache.spark.api.java.JavaRDD<String> trainingDataPaths, DataSetLoader dsLoader, MultiDataSetLoader mdsLoader, int dataSetObjectsNumExamples)