everything works except games

At first I thought it's only a Witcher 3 problem. I played the game for a bit (on high) and the boom, PC shuts down and restarts automatically as if my graphic card got overheated (but it didn't). I tried low settings, it worked for a bit, so I put it back to high, same problem happened again...