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cs.PL2025
Verifying Properties of Index Arrays in a Purely-Functional Data-Parallel Language
Nikolaj Hey Hinnerskov, Robert Schenck, Cosmin E. Oancea
This paper presents a novel approach to automatically verify properties of pure data-parallel programs with non-linear indexing -- expressed as pre- and post-conditions on function…
cs.PL2025
Comparing Parallel Functional Array Languages: Programming and Performance
David van Balen, Tiziano De Matteis, Clemens Grelck +12
Parallel functional array languages are an emerging class of programming languages that promise to combine low-effort parallel programming with good performance and performance por…
cs.PL2023
Reverse-Mode AD of Reduce-by-Index and Scan in Futhark
Lotte Maria Bruun, Ulrik Stuhr Larsen, Nikolaj Hinnerskov +1
We present and evaluate the Futhark implementation of reverse-mode automatic differentiation (AD) for the basic blocks of parallel programming: reduce, prefix sum (scan), and reduc…