:py:mod:`neural_compressor.experimental.data.datasets.dummy_dataset_v2`
=======================================================================

.. py:module:: neural_compressor.experimental.data.datasets.dummy_dataset_v2

.. autoapi-nested-parse::

   Dummy dataset for dummy_v2/sparse_dummy_v2 data generation on multiple framework backends.



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

Classes
~~~~~~~

.. autoapisummary::

   neural_compressor.experimental.data.datasets.dummy_dataset_v2.DummyDataset
   neural_compressor.experimental.data.datasets.dummy_dataset_v2.SparseDummyDataset




.. py:class:: DummyDataset(input_shape, label_shape=None, low=-128.0, high=127.0, dtype='float32', transform=None, filter=None)




   Dataset used for dummy_v2 data generation.

   This Dataset is to construct a dataset from a input shape and label shape.
   The value range is calculated from: low * stand_normal(0, 1) + high.


.. py:class:: SparseDummyDataset(dense_shape, label_shape=None, sparse_ratio=0.5, low=-128.0, high=127.0, dtype='float32', transform=None, filter=None)




   Dataset used for sparse_dummy_v2 data generation.

   This Dataset is to construct a dataset from a input shape and label shape.
   The value range is calculated from: low * stand_normal(0, 1) + high.