+1. It's the water volume/surface area/agitation that dictates the requirement for the CO2, not the level of planting. That'll last a week or so and need a new cylinder, and they're not expensive to buy generally, but they are at that quantity.
edit: the level of planting does make a difference, but the other factors will be more important for you.