@techreport {, title = {SLATE Port to AMD and Intel Platforms}, journal = {SLATE Working Notes}, number = {16, ICL-UT-21-01}, year = {2021}, month = {2021-04}, author = {Ahmad Abdelfattah and Mohammed Al Farhan and Cade Brown and Mark Gates and Dalal Sukkari and Asim YarKhan and Jack Dongarra} } @article {, title = {MAGMA Templates for Scalable Linear Algebra on Emerging Architectures}, journal = {The International Journal of High Performance Computing Applications}, volume = {34}, year = {2020}, month = {2020-11}, pages = {645-658}, abstract = {With the acquisition and widespread use of more resources that rely on accelerator/wide vector{\textendash}based computing, there has been a strong demand for science and engineering applications to take advantage of these latest assets. This, however, has been extremely challenging due to the diversity of systems to support their extreme concurrency, complex memory hierarchies, costly data movement, and heterogeneous node architectures. To address these challenges, we design a programming model and describe its ease of use in the development of a new MAGMA Templates library that delivers high-performance scalable linear algebra portable on current and emerging architectures. MAGMA Templates derives its performance and portability by (1) building on existing state-of-the-art linear algebra libraries, like MAGMA, SLATE, Trilinos, and vendor-optimized math libraries, and (2) providing access (seamlessly to the users) to the latest algorithms and architecture-specific optimizations through a single, easy-to-use C++-based API.}, issn = {1094-3420}, doi = {https://doi.org/10.1177/1094342020938421}, author = {Mohammed Al Farhan and Ahmad Abdelfattah and Stanimire Tomov and Mark Gates and Dalal Sukkari and Azzam Haidar and Robert Rosenberg and Jack Dongarra} } @techreport {1454, title = {Performance Tuning SLATE}, journal = {SLATE Working Notes}, number = {14, ICL-UT-20-01}, year = {2020}, month = {2020-01}, publisher = {Innovative Computing Laboratory, University of Tennessee}, author = {Mark Gates and Ali Charara and Asim YarKhan and Dalal Sukkari and Mohammed Al Farhan and Jack Dongarra} } @techreport {, title = {SLATE Performance Report: Updates to Cholesky and LU Factorizations}, journal = {Innovative Computing Laboratory Technical Report}, number = {ICL-UT-20-14}, year = {2020}, month = {2020-10}, publisher = {University of Tennessee}, author = {Asim YarKhan and Mohammed Al Farhan and Dalal Sukkari and Mark Gates and Jack Dongarra} } @article {, title = {SLATE: Software for Linear Algebra Targeting Exascale (POSTER)}, year = {2020}, month = {2020-02}, publisher = {2020 Exascale Computing Project Annual Meeting}, address = {Houston, TX}, author = {Mark Gates and Ali Charara and Jakub Kurzak and Asim YarKhan and Mohammed Al Farhan and Dalal Sukkari and Jack Dongarra} } @article {1464, title = {SLATE Tutorial}, year = {2020}, month = {2020-02}, publisher = {2020 ECP Annual Meeting}, address = {Houston, TX}, author = {Mark Gates and Jakub Kurzak and Asim YarKhan and Ali Charara and Jamie Finney and Dalal Sukkari and Mohammed Al Farhan and Ichitaro Yamazaki and Panruo Wu and Jack Dongarra} } @techreport {1278, title = {SLATE Users{\textquoteright} Guide}, journal = {SLATE Working Notes}, number = {10, ICL-UT-19-01}, year = {2020}, month = {2020-07}, publisher = {Innovative Computing Laboratory, University of Tennessee}, type = {SLATE Working Notes}, author = {Mark Gates and Ali Charara and Jakub Kurzak and Asim YarKhan and Mohammed Al Farhan and Dalal Sukkari and Jack Dongarra} } @techreport {1394, title = {SLATE Working Note 13: Implementing Singular Value and Symmetric/Hermitian Eigenvalue Solvers}, journal = {SLATE Working Notes}, number = {13, ICL-UT-19-07}, year = {2019}, note = {revision 06-2023}, month = {2019-09}, publisher = {Innovative Computing Laboratory, University of Tennessee}, type = {SLATE Working Notes}, author = {Mark Gates and Mohammed Al Farhan and Ali Charara and Jakub Kurzak and Dalal Sukkari and Asim YarKhan and Jack Dongarra} }