It's not clear which version of oneAPI you are using here, but it does look quite old as far as I can tell. Earlier this this patch was merged which should allow for your use-case to work. I don't have a multi-GPU setup here to be able to test this but downloading the new release of oneAPI will hopefully fix your problem!