Memory is tricky and mysterious to me. Why do we remember what we remember and "forget" what we forget? Are we choosing subconsciously?

Some things stick and remain in living color and three-dimensional. Taste, fragrance, melodies can trigger memories of things past. And things you do not remember ever happening happened even though you don't "remember" them. Why remember some things and not others?