Reproducibility

IEEE-754 arithmetic is neither associative nor distributive. This implies that the order of computation matters, and without special care, IEEE-754 arithmetic is not reproducible. Particularly in concurrent and distributed applications using CPUs and GPUs this lack of reproducibility is readily observable.