I think these are the correct settings to only get GPU tasks, although I haven't gotten any yet.
Make sure Beta tasks are enabled for the desired profile(s). I'm just using School.

Set your GPU preferences under My Projects -> Device Profiles. Allow CPU tasks as well, or not in my case, and enable the appropriate GPU type for your hardware.
