The exponential Freiman dimension of a finite set , introduced by Green and Tao in 2006, represents the largest positive integer for which contains the vertices of a non-degenerate -dimensional parallelepiped. For every , we precisely determine the largest constant (exponential in ) for which holds for all sets with exponential Freiman dimension .