They wont not with the naming scheme of the iPad they just released, it will be the "new iPad Pro" when unveiled. Then on the website it'll be called iPad Pro, same way they do MacBook Pro namingIn 2017, yes.
I really hope they don't call it iPad Pro 2. Going to go down that line and make a mess of the naming again.