We report on the application of nonuniform meshes to the discrete Wigner transport equation, where a mutually independent discretization scheme for the diagonal and cross-diagonal coordinates of the density operator plays a key role. It has become possible, via the adoption of nonuniform meshes, to decrease the number of diagonal mesh points without a significant loss in accuracy, and thus, we can reduce markedly the computational time and memory requirement.