In this paper, we have demonstrated an all polarization maintaining (PM) composite ultrafast Yb-doped fiber laser system mode-locked by semiconductor saturable absorber mirror (SESAM), which incorporates the amplifier with the resonant cavity together. Benefiting from this composite laser system, not only the pulse energy is significantly improved, but also polarization convertible solitons are realized. When the pump power is lower than 272 mW, the solitons with the central wavelength of 1029.78 nm and the pulse width of 16.54 ps are transmitting along the fast axis. However, the polarization direction of solitons is switched to slow axis as increasing the pump power to be larger than 272 mW. The maximum output power of the solitons can reach 154.93 mW, corresponding to the pulse energy of 9.53 nJ. To the best of our knowledge, this is the first time to realize 90° polarization conversion for ultrafast solitons in an all-PM fiber laser system. We believe the presented approach reveals a pulse scaling and polarization convertible potential of mode-locked fiber laser.