To be somewhat pedantic here (though not really, because this is an important distinction and its important not to mislabel people or their actions in these kinds of matters)... pedophilia is a sexual attraction oriented at pre-pubescent children (think Michael Jackson).

All acts of pedophilia would be statutory rape, but not all statutory rape would be acts of pedophilia. If the minor isn't a pre-pubescent child, it really isn't pedophilia.