Single upset events in a modern GPU are not bitflips. They destroy the surrounding circuitry and usually disable the whole unit.

If that happens you disable that CUDA core. If you GPU is too damaged, you deorbit the satellite.

Yeas, and this will happen within weeks of launch with the orbits under consideration.