If you do GPU computing you can obviously expect your UI to freeze. Consumer level GPU's don't have (generally) interruptible behaviour, so the scheduling is between command buffer submissions and the same GPU is used to run your desktop and display server. So if you have a cuda kernel that runs for a long time for example everything else is blocked. Even worse if you have an infinite loop in your kernel ;)