One could conceivably escape from this by escaping to another universe - if that's possible - but that's just fantasy at this point. As far as we can tell, even if you can live basically forever you will eventually cease to exist, when the universe ceases to be an environment that's conducive to existence.

So it's physically impossible to live forever. A few hundred billion years is probably an upper bound. Not a shabby run, but not forever.