Deep and wide. But before putting spade to soil check out this link for starters
www.hollingsworthpeonies.com/dividing_and_replanting_a_peony
This is a good place to start for those looking to divide or replant their peonies. Other questions or concerns you will be able to find an email address within to direct those to us personally