HiRace: Accurate and Fast Source-Level Race Checking of GPU Programs

John Jacobson, Martin Burtscher, Ganesh Gopalakrishnan

Data races are egregious parallel programming bugs on CPUs. They are even worse on GPUs due to the hierarchical thread and memory structure, which makes it possible to write code t…