Giving up is conceding that things will never get better, and that is just not true. Ups and downs are a constant in life, and I've been belted into that roller coaster a thousand times.
Reality is painful -- it's so much easier to keep doing stuff you know you're good at or else to pick something so hard there's no point at which it's obvious you're failing -- but it's impossible to get better without confronting it.