Program Generation for Linear Algebra Using Multiple Layers of DSLs
DG Spampinato, D Fabregat-Traver, M Püschel… - arXiv preprint arXiv …, 2019 - arxiv.org
arXiv preprint arXiv:1906.08613, 2019•arxiv.org
Numerical software in computational science and engineering often relies on highly-
optimized building blocks from libraries such as BLAS and LAPACK, and while such
libraries provide portable performance for a wide range of computing architectures, they still
present limitations in terms of flexibility. We advocate a domain-specific program generator
capable of producing library routines tailored to the specific needs of the application in terms
of sizes, interface, and target architecture.
optimized building blocks from libraries such as BLAS and LAPACK, and while such
libraries provide portable performance for a wide range of computing architectures, they still
present limitations in terms of flexibility. We advocate a domain-specific program generator
capable of producing library routines tailored to the specific needs of the application in terms
of sizes, interface, and target architecture.
Numerical software in computational science and engineering often relies on highly-optimized building blocks from libraries such as BLAS and LAPACK, and while such libraries provide portable performance for a wide range of computing architectures, they still present limitations in terms of flexibility. We advocate a domain-specific program generator capable of producing library routines tailored to the specific needs of the application in terms of sizes, interface, and target architecture.
arxiv.org