For me it crashes before the second generation. Even with only one creature visible and a very simple shape as the creature
Either your computer is too slow or you are simulating too many creatures at the same time. I've actually observed that even if only one creature is visible, it would still lag a lot because the simulation is still happening. If you want to decrease the lag, you should probably decrease the amount of creatures being simulated at the same time.