The Brascamp-Lieb inequality, a generalization of Holder's inequality, is introduced, together with its reverse form generalizing the Prekopa-Leindler due to Barthe. Under certain conditions, the optimal factor in either of inequalities can be obtained using Gaussian test functions. These conditions give rise to the so-called Brascamp Lieb polytope. Algorithmic aspects of approximating the optimal factor  are also discussed.