Most IRL play groups I’ve played with would count that as a loss for you (or, most likely, just not invite you back). And in competitive/regulated play you would timeout and lose. Not sure who these weirdos are that are stipulating to a draw against a deck that is unable to win.
Edit: I was wrong! I’ve only been playing competitively on Arena for years now. Per Rule 725.4 infinite loops are draws.