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.. role:: hidden
:class: hidden-section
.. module:: fairseq.data
Data Loading and Utilities
==========================
.. _datasets:
Datasets
--------
**Datasets** define the data format and provide helpers for creating
mini-batches.
.. autoclass:: fairseq.data.FairseqDataset
:members:
.. autoclass:: fairseq.data.LanguagePairDataset
:members:
.. autoclass:: fairseq.data.MonolingualDataset
:members:
**Helper Datasets**
These datasets wrap other :class:`fairseq.data.FairseqDataset` instances and
provide additional functionality:
.. autoclass:: fairseq.data.BacktranslationDataset
:members:
.. autoclass:: fairseq.data.ConcatDataset
:members:
.. autoclass:: fairseq.data.ResamplingDataset
:members:
.. autoclass:: fairseq.data.RoundRobinZipDatasets
:members:
.. autoclass:: fairseq.data.TransformEosDataset
:members:
Dictionary
----------
.. autoclass:: fairseq.data.Dictionary
:members:
Iterators
---------
.. autoclass:: fairseq.data.CountingIterator
:members:
.. autoclass:: fairseq.data.EpochBatchIterator
:members:
.. autoclass:: fairseq.data.GroupedIterator
:members:
.. autoclass:: fairseq.data.ShardedIterator
:members:
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