I don't think you stop training, but at a certain points you should maybe change goals. For instance, I figure by 40 or so, it'll be time to stop looking at certain things like maximal strength, hypertrophy, etc..... and focus more on longevity based goals like joint mobility, general health, etc..... that most younger folks don't think about.