Question

Is “Singing loudly all day long.” A sentence or fragment?

Answer 1

It is a fragment, to be a statement it would need a subject noun

Answer 2

It's a fragment. To be a sentence, it would have to start with a pronoun such as "(Name, he she) was singing loudly all day long".