In every city I have ever lived in, shopping with a backpack is not unusual. Most people are walking or cycling to the store, and buying a relatively small amount of items.
Shopping with a backpack as in putting stuff in them before you leave? Or merely having them on while you shop? I've done the latter but not the former.