A model of relativistically invariant quantum mechanics of spin 0 and spin 1/2 particles is proposed. An invariant evolution parameter is employed, whereas both physical time and the mass of the particle become dynamical quantities. The equations of motion of physical observables are obtained, which correspond to classical formulae.