:py:mod:`neural_compressor.compression.pruner.patterns.ninm`
============================================================

.. py:module:: neural_compressor.compression.pruner.patterns.ninm

.. autoapi-nested-parse::

   N:M patterns.



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

Classes
~~~~~~~

.. autoapisummary::

   neural_compressor.compression.pruner.patterns.ninm.PytorchPatternNInM




.. py:class:: PytorchPatternNInM(config, modules)




   Pruning Pattern.

   A Pattern class derived from Pattern. In this pattern, N out of every M continuous weights will be pruned.
   For more info of this pattern, please refer to :
   https://github.com/intel/neural-compressor/blob/master/docs/sparsity.md

   :param config: A config dict object that contains the pattern information.

   .. attribute:: N

      The number of elements to be pruned in a weight sequence.

   .. attribute:: M

      The size of the weight sequence.