Fix an issue reported by @sstahl and @ldufour
When running in Gaudi (offline mode) with multi threads, the application would sometime crash. This MR adds the necessary protections so that it doesn't crash.
Closes #531 (closed)
FYI @raaij @clemenci @sponce @cagapopo @gligorov