Guarding Numerics Amidst Rising Heterogeneity

New heterogeneous computing platforms-especially GPUs and other accelerators-are being introduced at a brisk pace, motivated by the goals of exploiting parallelism and reducing data movement. Unfortunately, their sheer variety as well as the optimization options supported by them have been observed to alter the computed numerical results to the extent that reproducible results are no longer possib...