Well, carbon doesn't "deplete" per se. The adsorption pores can start getting filled up with detritus and biofilms. You're running this in a reactor as opposed to a filter bag so that should lengthen the useful life of your carbon a lot.
running 24/7 and changing every two weeks seems like a...