neural_compressor.experimental.data.dataloaders.fetcher
=======================================================

.. py:module:: neural_compressor.experimental.data.dataloaders.fetcher

.. autoapi-nested-parse::

   Definitions of the methods to fetch data from an iterable-style or list-style dataset.



Classes
-------

.. autoapisummary::

   neural_compressor.experimental.data.dataloaders.fetcher.Fetcher
   neural_compressor.experimental.data.dataloaders.fetcher.IterableFetcher
   neural_compressor.experimental.data.dataloaders.fetcher.IndexFetcher


Module Contents
---------------

.. py:class:: Fetcher(dataset, collate_fn, drop_last)



   Base class for different fetchers.


.. py:class:: IterableFetcher(dataset, collate_fn, drop_last, distributed)



   Iterate to get next batch-size samples as a batch.


.. py:class:: IndexFetcher(dataset, collate_fn, drop_last, distributed)



   Take single index or a batch of indices to fetch samples as a batch.