is it possible to make the prompt processing on cuda gpu and the tg will use amd gpu ?

[LiteWinOS]

is it possible to make the prompt processing on cuda gpu and the tg will use amd gpu ?

simple cuda gpu will handle the input by the user very fast
and the amd will create the tokens will have more vram