Every vote counts. The cities, especially Atlanta, span several counties, and the counties control the vote. So Atlanta residents aren't voting as residents of Atlanta, they're voting as residents of Fulton county, or Cobb, or Dekalb, etc
But where the election of representatives and senators and state officials are concerned, the total vote is considered for the position under consideration.