Large crowds turned out in Madrid to witness the city's annual high heel race on Thursday. The competition is part of the city's week-long events to celebrate gay pride. Held in the Chueca district, Madrid's social center for the LGBTQ community, the race sees participants charging down the cobbled streets in gravity-defying high heels.