which means solving ( ) is equivalent to finding the critical points of f . Ding et al. shown that f is convex so the problem is reduced to minimizing this function which can be done with the L-BFGS method. The reweighting procedure, that use part of the FastMBAR code, takes few minutes on a single GPU. In this work we used the latter procedure thanks to its GPU efficiency.