Magnetic skyrmion has the advantages of stable topology and small volume. Many researchers choose different materials or build double-free layers to achieve their goals to apply it to spin-torque nano-oscillator that can output high frequency. In this paper, the dynamics of the two semi-skyrmions in circular nano-pillar oscillators with perpendicular magnetic anisotropy (PMA) free layer and spin polarizer are studied through micromagnetic simulation. the oscillation frequency of two semi-skyrmions is much higher than that of the single-semi-skyrmion, which is more than twice that of the single-semi-skyrmion. In addition, we also explore the influences of different parameters (current density, damping coefficient, anisotropy constant, and temperature) on the motion of two semi-skyrmions motion. The results shown in the damping coefficient and the exchange constant have great influences on the oscillation frequency.