I have 17x9 -12 offset wheels with 37" tires and have been driving with this setup for over 50k miles.
'Yes', you will rub. But under normal driving conditions on asphalt, I doubt you'll be rubbing much, unless you do a lot of full-lock turns in tight areas. If you will be offroading often...