As for using CUDA, you are going to need to get the categorical values into a numerical form. You could do this by using the Ordinal Encoder from Lathe as I did in the article when I made my random choice function. Basically just call the lookup child and then create an inverse of that dictionary and call the keys iteratively.

Thanks for trying it out, though!