Those who invest in taxable premium bonds typically benefit from amortizing the premium, because the amount amortized can be used to offset the interest from the bond, which will reduce the amount of taxable income the investor will have to pay with respect to the bond. The cost basis of the taxable bond is reduced by the amount of premium amortized each year.
There is no deduction possible for bond premiums related to tax-free bonds.