It looks as though the petal surface has been eaten off, so not thrips although they can cause deformity. It may be that the culprit is a "hit and run" so you don't see it when you look. Possibilities with the mouthparts to actually chew off the surface could be a beetle, grasshopper, slugs or earwigs. In my garden it would be the latter.