That’s weird, it should automatically split the batch between both cards. I used to run 2x 1080Ti (no link) and it worked just fine.
Have you tried raising the batch size?
Do you have a bridge between the cards, like NVLink or SLI thing? I’m not sure its well supported, so if you have one you might try removing it.