It's actually 2 minutes. It warns you once 1 minute of inactivity has passed, and then after another minute following, it will kick you.

I do feel however that it should be increased to like 3 minutes. Depleting a node takes longer than 2 minutes, and some matches you do nothing but sit on nodes while the other 2 GC's rip each others hearts out the entire time.