How to work on 4K resolution images

Hi, I check the pytorch version code. And Found that the image would rescla min_side to 256. If I want to test on 4K resolution imgaes, can I turn `def prepare_image` params `resize=False` ?? 

Is there any ways to avoid information loss? Like evaluate by crop 256x256 patch?