org.tensorflow.op.data.experimental

Classes

AssertCardinalityDataset
AssertNextDataset
AutoShardDataset Creates a dataset that shards the input dataset.
AutoShardDataset.Options Optional attributes for AutoShardDataset
BytesProducedStatsDataset Records the bytes size of each element of `input_dataset` in a StatsAggregator.
ChooseFastestDataset
CompressElement Compresses a dataset element.
CSVDataset
DataServiceDataset
DataServiceDataset.Options Optional attributes for DataServiceDataset
DatasetCardinality Returns the cardinality of `input_dataset`.
DatasetToTFRecord Writes the given dataset to the given file using the TFRecord format.
DenseToSparseBatchDataset Creates a dataset that batches input elements into a SparseTensor.
DirectedInterleaveDataset A substitute for `InterleaveDataset` on a fixed list of `N` datasets.
DummyIterationCounter
IgnoreErrorsDataset Creates a dataset that contains the elements of `input_dataset` ignoring errors.
IgnoreErrorsDataset.Options Optional attributes for IgnoreErrorsDataset
IteratorGetDevice Returns the name of the device on which `resource` has been placed.
LatencyStatsDataset Records the latency of producing `input_dataset` elements in a StatsAggregator.
LmdbDataset
MatchingFilesDataset
MaxIntraOpParallelismDataset Creates a dataset that overrides the maximum intra-op parallelism.
NonSerializableDataset
ParseExampleDataset Transforms `input_dataset` containing `Example` protos as vectors of DT_STRING into a dataset of `Tensor` or `SparseTensor` objects representing the parsed features.
ParseExampleDataset.Options Optional attributes for ParseExampleDataset
PrivateThreadPoolDataset Creates a dataset that uses a custom thread pool to compute `input_dataset`.
RandomDataset Creates a Dataset that returns pseudorandom numbers.
RebatchDataset Creates a dataset that changes the batch size.
RebatchDataset.Options Optional attributes for RebatchDataset
SetStatsAggregatorDataset
SleepDataset
SlidingWindowDataset Creates a dataset that passes a sliding window over `input_dataset`.
SqlDataset Creates a dataset that executes a SQL query and emits rows of the result set.
StatsAggregatorHandle
StatsAggregatorHandle.Options Optional attributes for StatsAggregatorHandle
StatsAggregatorSetSummaryWriter Set a summary_writer_interface to record statistics using given stats_aggregator.
StatsAggregatorSummary Produces a summary of any statistics recorded by the given statistics manager.
ThreadPoolDataset Creates a dataset that uses a custom thread pool to compute `input_dataset`.
ThreadPoolHandle Creates a dataset that uses a custom thread pool to compute `input_dataset`.
ThreadPoolHandle.Options Optional attributes for ThreadPoolHandle
UnbatchDataset A dataset that splits the elements of its input into multiple elements.
UncompressElement Uncompresses a compressed dataset element.
UniqueDataset Creates a dataset that contains the unique elements of `input_dataset`.