From The Federalist:

This proposed law will not keep criminals from obtaining ammunition. What it will do is penalize gun owners who engage in sport shooting, or who practice with their firearms. But shooting, whether in simple target practice or as part of more intensive training, is an important part of being a responsible gun owner. Taxing ammunition will only make gun owners poorer and less prepared, without preventing a single crime