Bush gave us recession and an almost economic collapse. TARP was simply an outcome of all of that.
Bush overspent, and he perhaps could have done more to fight the mortgage problem. But he didn’t create that threat that was existential for the financial system. His biggest mistake was the response to the crisis, which was straight out of Hoover’s handbook. TARP was terrible, and only postponed the day of reckoning.