Shall we add some "usage hints" to the options? For example,

• frequent
• one-shot
• slow
• quick

This can help the backend to automatically determine the running environment. For example, if it is just "one-shot" and "quick", the backend will just use CPU because setting up the hardware environment has overhead (like spawning new processes).