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data.rst 1.2 KB

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  1. .. role:: hidden
  2. :class: hidden-section
  3. .. module:: fairseq.data
  4. Data Loading and Utilities
  5. ==========================
  6. .. _datasets:
  7. Datasets
  8. --------
  9. **Datasets** define the data format and provide helpers for creating
  10. mini-batches.
  11. .. autoclass:: fairseq.data.FairseqDataset
  12. :members:
  13. .. autoclass:: fairseq.data.LanguagePairDataset
  14. :members:
  15. .. autoclass:: fairseq.data.MonolingualDataset
  16. :members:
  17. **Helper Datasets**
  18. These datasets wrap other :class:`fairseq.data.FairseqDataset` instances and
  19. provide additional functionality:
  20. .. autoclass:: fairseq.data.BacktranslationDataset
  21. :members:
  22. .. autoclass:: fairseq.data.ConcatDataset
  23. :members:
  24. .. autoclass:: fairseq.data.RoundRobinZipDatasets
  25. :members:
  26. .. autoclass:: fairseq.data.TransformEosDataset
  27. :members:
  28. Dictionary
  29. ----------
  30. .. autoclass:: fairseq.data.Dictionary
  31. :members:
  32. Iterators
  33. ---------
  34. .. autoclass:: fairseq.data.BufferedIterator
  35. :members:
  36. .. autoclass:: fairseq.data.CountingIterator
  37. :members:
  38. .. autoclass:: fairseq.data.EpochBatchIterator
  39. :members:
  40. .. autoclass:: fairseq.data.GroupedIterator
  41. :members:
  42. .. autoclass:: fairseq.data.ShardedIterator
  43. :members:
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