Well, that'd be comparing apples and oranges...
But fun fact: Julia actually has excellent GPU support!
I will soon update the challenge with a GPU accelerated version. Spoiler: it won't need much more than 5 lines of code to get it to the GPU. Good luck trying to beat that with pure CUDA C++ ;)