Classes
AssertCardinalityDataset | |
AssertNextDataset | |
AutoShardDataset | Creates a dataset that shards the input dataset. |
AutoShardDataset.Options | Optional attributes for AutoShardDataset
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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
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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
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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
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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
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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
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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
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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`. |