DYNAMIC TILE FREE SCHEDULING FOR CODE WITH ACYCLIC INTER-TILE DEPENDENCE GRAPHS
Włodzimierz Bielecki, Piotr Skotnicki · Computer Science · 2017
Free scheduling is a task ordering technique under which instructions are executedas soon as their operands become available. Coarsening the grain ofcomputations under the free schedule, by means of using groups of loop neststatement instances (tiles) in place of single statement instances, increases thelocality of data accesses and reduces the number of synchronization events, andas a consequence improves program performance. The paper presents an approachfor code generation allowing for the free schedule for tiles of arbitrarilynested affine loops at run-time. The scope of the applicability of the introducedalgorithms is limited to tiled loop nests whose inter-tile dependence graphs arecycle-free. The approach is based on the Polyhedral Model. Results of experimentswith the PolyBench benchmark suite, demonstrating significant tiledcode speed-up, are discussed.