The principal cemetery of Montmartre, where luminaries of the arts such as the composers Berlioz and Offenbach lie buried, may seem a world away, but it's only a short walk west from the Moulin Rouge to the entrance (west past the Moulin Rouge, then right at avenue Rachel).
The walk from the Moulin Rouge to the cemetery at Montmartre is several miles long.