Having been conditioned on Windows since my childhood (like nearly every person out there), I would be very weirded out if the Submit button was on the left on a desktop.
Whichever is chosen, just make it visually distinct from the other buttons, and be consistent, and I'll be content (if not actually happy, depending on which one matches my opinion).