Didier There are so many moving parts when it comes to recognition on GPU, there is GPU itself, NVidia drivers, CUDA library, etc. Who knows at which stage it went wrong, this is really hard to say.
I would suggest you continue without CUDA if it proven to be unstable on your system. It is only needed when you index your library, it helps to speedup the process. Afterwards you will not even notice the difference in performance.