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Linear Algebra
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.. _linalg-overview:

Overview
========

The Linear Algebra module :mod:`nvmath.linalg` in nvmath-python leverages various NVIDIA math libraries to support multiple linear algebra computations. 
As of the initial Beta release, we offer the specialized matrix multiplication API based on the cuBLASLt library.

.. _linalg-api-reference:

API Reference
=============

.. module:: nvmath.linalg

Generic Linear Algebra APIs (:mod:`nvmath.linalg`)
--------------------------------------------------

Generic APIs will be available in a later release.

.. module:: nvmath.linalg.advanced

Specialized Linear Algebra APIs (:mod:`nvmath.linalg.advanced`)
---------------------------------------------------------------

.. autosummary::
   :toctree: generated/

   matmul
   matrix_qualifiers_dtype
   Algorithm
   Matmul
   MatmulComputeType
   MatmulEpilog
   MatmulInnerShape
   MatmulNumericalImplFlags
   MatmulReductionScheme
   
   :template: dataclass.rst   

   MatmulOptions
   MatmulPlanPreferences