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We have developed and implemented QM-and QM/MM-based global switching trajectory surface-hopping dynamics method [1-3] in our GTSH package [4] and have employed developed methods to explore photochemical reactions of some medium-size polyatomic molecules at MS-CASPT2 and QM(MSCASPT2)/MM levels.