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 .