is it sufficient to wash private part just with water

is it enough to wash private part just with water until madhy or mani is gone. I mean when we wash our private part with water only there is traces of mani or madhi on tip area which can be removed by soap. can i know is it sufficient to wash with water only without using soap or do we need to wash completely