For some reason the code crashes my graphic driver past 8000000 (8 million) dots, and even at 8 million it crashes most of the time, but the value is still correct. The Nvidia Visual Profiler doesn't work either, it gets stuck on generating timeline, so I used clock_t in the code instead in order to calculate execution time of the kernel. Don't think this is 100% accurate though.