If you are getting FF, then that pretty much guarantees that it's the GPU. My motherboard says FF under normal operation, and also has indicator LEDs next to each critical part (CPU, Hard Drives, Chipset, and RAM). If you have such LEDs, look at those and if they are all working, then your GPU is fried.