Probably. Also, keep your pump running. Have you checked to see how much chlorine you are losing overnight? If you are losing more than 1ppm from sundown one evening til within 2 hours of sunrise the next morning, then you are fighting something in the water.

What are you using to chlorinate with? Does the pool still have algae or is it no longer green? What kind of kit are you currently using?