WP Super Cache compatibility?

I am using this on a client site alongside WP Super Cache and i noticed from time to time the mobile theme is being shown to desktop users and desktop theme is being shown to mobile users.

Is there a way to fix this problem?

http://ww.wp.xz.cn/plugins/wp-mobile-theme-switcher/