Hello azizkountche,
Computations are performed on GPU only during dense cloud generation stage for the depth maps estimation, but the speed up related to the high-end gamer class card used will be significant. Using two GPUs (in case CPU computations are completely off) will reduce the processing time of this stage almost by two times.