Hi,
Actually, I do not know about the QAT, but nearest is always faster than bilinear. In bilinear a transformation need to be computed meanwhile nearest is just copy/paste without any computation (almost).
Although in large tensors, linear is possibly preferred even in term of speed.
Bests