I just go in and ask for a bag of filter sand and they bring out a bag from the back.
The stuff I've used from Home Depot was different that PFS. The grains are various size; which gives a natural look but the smaller grains are too small IMO. They float and clound the water. PFS is perfect and much much cleaner.