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PLDI 2020
Mon 15 - Fri 19 June 2020
Thu 18 Jun 2020 09:20 - 09:40 at PLDI Research Papers live stream - Type Systems Chair(s): Arjun Guha

Field-programmable gate arrays (FPGAs) provide an opportunity to co-design applications with hardware accelerators, yet they remain difficult to program. High-level synthesis (HLS) tools promise to raise the level of abstraction by compiling C or C++ to accelerator designs. Repurposing legacy software languages, however, requires complex heuristics to map imperative code onto hardware structures. We find that the black-box heuristics in HLS can be unpredictable: changing parameters in the program that should improve performance can counterintuitively yield slower and larger designs. This paper proposes a type system that restricts HLS to programs that can predictably compile to hardware accelerators. The key idea is to model consumable hardware resources with a time-sensitive affine type system that prevents simultaneous uses of the same hardware structure. We implement the type system in Dahlia, a language that compiles to HLS C++, and show that it can reduce the size of HLS parameter spaces while accepting Pareto-optimal designs.

Thu 18 Jun
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pldi-2020-papers
09:20 - 10:20: PLDI Research Papers - Type Systems at PLDI Research Papers live stream
Chair(s): Arjun GuhaNortheastern University

YouTube lightning session video

pldi-2020-papers09:20 - 09:40
Talk
Rachit NigamCornell University, USA, Sachille AtapattuCornell University, USA, Samuel ThomasCornell University, USA, Zhijing LiCornell University, USA, Theodore BauerCornell University, USA, Yuwei YeCornell University, USA, Apurva KotiCornell University, USA, Adrian SampsonCornell University, USA, Zhiru ZhangCornell University, USA
pldi-2020-papers09:40 - 10:00
Talk
David DurstStanford University, USA, Matthew FeldmanStanford University, USA, Dillon HuffStanford University, USA, David AkeleyUniversity of California at Los Angeles, USA, Ross DalyStanford University, USA, Gilbert Louis BernsteinUniversity of California at Berkeley, USA, Marco PatrignaniStanford University, USA / CISPA, Germany, Kayvon FatahalianStanford University, USA, Pat HanrahanStanford University, USA
pldi-2020-papers10:00 - 10:20
Talk
Frank EmrichUniversity of Edinburgh, UK, Sam LindleyHeriot-Watt University, UK / The University of Edinburgh, UK / Imperial College London, UK, Jan StolarekUniversity of Edinburgh, UK, James CheneyUniversity of Edinburgh, UK, Jonathan CoatesUniversity of Edinburgh, UK