Guys, when do you give up on a girl?

(As in, give up on chasing a girl) ... Like; When you're "convinced" she doesn't like you back, you lose interest, a few months has passed, etc.

And would you start "chasing" her again(or open up to her again), if she suddenly showed (huge) interest in you?
Guys, when do you give up on a girl?
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