Howard ultimately dropped out after having fiscal differences with the studio, and Cheadler replaced him in Iron Man 2, which was also the movie where Rhodey became War Machine for the very first time.
Rhodes actually debuted back in 2007 with Iron Man, played by Terrence Howard.
War Machine has had an interesting tenure in the Marvel Cinematic Universe, serving as a recurring supporting character alongside others like Black Widow and Falcon.