Well until that actually happens I will be buying more NVIDIA stock.
I have done deep learning also and I don't see NVIDIA being an incumbent that is easy to be knocked out. I think we would need some distruption such as a new technique that is more performant or different design goals. Intel is still leading the way and I don't see NVIDIA being unseated with its head start anytime soon.