On Monday, Persepolis was held to a 1-1 draw by Mes Rafsanjan and Golmohammadi bade farewell to the club in the post-match news conference.
He has stepped down from his role after the Iranian top-flight club failed to solve the financial problems.
Persepolis sits third in the Iran Professional League (IPL), two points behind leader Esteghlal.