Yes, NVidia specially designs their new GPGPUs for C++ execution.

"Volta and Cuda C++" - http://cppcast.com/2017/09/olivier-giroux/

CppCon 2017: Olivier Giroux "Designing (New) C++ Hardware”

https://www.youtube.com/watch?v=86seb-iZCnI