How often will I have to get a new package of hamster bedding?

The one I want to get says it is 25.7 liters and expands to 50 liters. And also I heard that you need to change the bedding once a week and when you put the bedding in the cage it should be about 2 inches thick. Its my first time getting a hamster and I was wondering if that is true?