thanks ,still some question

Thanks a lot. I really appreciate your help. I still have some question as to your last comment.
If I fail again and leave US immediately, will this be illegal stay or not? If I leave before the date they specify for my departure, will it be illegal stay or not?( I have not got any letter like that yet.) Thanks again!!!