:py:mod:`neural_compressor.experimental.nas.search_algorithms`
==============================================================

.. py:module:: neural_compressor.experimental.nas.search_algorithms

.. autoapi-nested-parse::

   Search algorithms for NAS.



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

Classes
~~~~~~~

.. autoapisummary::

   neural_compressor.experimental.nas.search_algorithms.Searcher
   neural_compressor.experimental.nas.search_algorithms.GridSearcher
   neural_compressor.experimental.nas.search_algorithms.RandomSearcher
   neural_compressor.experimental.nas.search_algorithms.BayesianOptimizationSearcher




.. py:class:: Searcher(search_space)




   Base class for defining the common methods of different search algorithms.

   :param search_space: A dictionary for defining the search space.
   :type search_space: dict


.. py:class:: GridSearcher(search_space)




   Grid search.

   Search the whole search space exhaustively.

   :param search_space: A dictionary for defining the search space.
   :type search_space: dict


.. py:class:: RandomSearcher(search_space, seed=42)




   Random search.

   Search the whole search space randomly.

   :param search_space: A dictionary for defining the search space.
   :type search_space: dict


.. py:class:: BayesianOptimizationSearcher(search_space, seed=42)




   Bayesian Optimization.

   Search the search space with Bayesian Optimization.

   :param search_space: A dictionary for defining the search space.
   :type search_space: dict