CL_ARRAY: A new generic library of multidimensional containers for c++ compilers with extension for OpenCL framework. (December 2017)

• Record Type: Journal Article
• Authors: Zouaoui, Chakib Mustapha Anouar; Taleb, Nasreddine
• Is Part Of: Computer languages, systems & structures. Volume 50(2017)
• Page Start: 53
• Page End: 81
• Publication Date: 2017-12
• Subjects: C++ multidimensional data container -- Metaprogramming -- Parallel programming; Programming languages (Electronic computers) -- Periodicals; Computer networks -- Periodicals; Computer architecture -- Periodicals; Computer systems -- Periodicals; Langage de programmation; Réseau d'ordinateurs; Architecture d'ordinateur; Périodique électronique (Descripteur de forme); Ressource Internet (Descripteur de forme); 005.13
• DOI: 10.1016/j.cl.2017.04.004
• Languages: English
• ISSNs: 1477-8424

Abstract

Abstract: This paper presents a new metaprogramming library, CL_ARRAY, that offers multiplatform and generic multidimensional data containers for C++ specifically adapted for parallel programming. The CL_ARRAY containers are built around a new formalism for representing the multidimensional nature of data as well as the semantics of multidimensional pointers and contiguous data structures. We also present OCL_ARRAY_VIEW, a concept based on metaprogrammed enveloped objects that supports multidimensional transformations and multidimensional iterators designed to simplify and formalize the interfacing process between OpenCL APIs, standard template library (STL) algorithms and CL_ARRAY containers. Our results demonstrate improved performance and energy savings over the three most popular container libraries available to the developer community for use in the context of multi-linear algebraic applications.