:py:mod:`neural_compressor.data`
================================

.. py:module:: neural_compressor.data

.. autoapi-nested-parse::

   Built-in dataloaders, datasets, transforms, filters for multiple framework backends.



Subpackages
-----------
.. toctree::
   :titlesonly:
   :maxdepth: 3

   datasets/index.rst
   filters/index.rst
   transforms/index.rst


Package Contents
----------------

Classes
~~~~~~~

.. autoapisummary::

   neural_compressor.data.Datasets
   neural_compressor.data.Dataset
   neural_compressor.data.IterableDataset
   neural_compressor.data.TensorflowImageRecord
   neural_compressor.data.COCORecordDataset
   neural_compressor.data.DataLoader
   neural_compressor.data.DefaultDataLoader
   neural_compressor.data.TRANSFORMS
   neural_compressor.data.BaseTransform
   neural_compressor.data.ComposeTransform
   neural_compressor.data.Postprocess
   neural_compressor.data.LabelShift
   neural_compressor.data.BilinearImagenetTransform
   neural_compressor.data.TensorflowResizeCropImagenetTransform
   neural_compressor.data.TFSquadV1PostTransform
   neural_compressor.data.TFSquadV1ModelZooPostTransform
   neural_compressor.data.TensorflowResizeWithRatio
   neural_compressor.data.ResizeTFTransform
   neural_compressor.data.RescaleTFTransform
   neural_compressor.data.NormalizeTFTransform
   neural_compressor.data.ParseDecodeCocoTransform
   neural_compressor.data.TensorflowShiftRescale
   neural_compressor.data.FILTERS
   neural_compressor.data.Filter
   neural_compressor.data.LabelBalanceCOCORecordFilter



Functions
~~~~~~~~~

.. autoapisummary::

   neural_compressor.data.dataset_registry
   neural_compressor.data.check_dataloader
   neural_compressor.data.transform_registry
   neural_compressor.data.filter_registry



Attributes
~~~~~~~~~~

.. autoapisummary::

   neural_compressor.data.DATALOADERS