I don’t think you did anything wrong. it may be that those warnings are harmless, but I’m not sure. There are known instances of Gurobi producing an incorrect solution under CVX, for example Gurobi got a wrong result when showing "Solved" in a simple question . At this point, and without understanding the underlying cause of the incorrect solutions and warnings, I am more inclined to trust other solvers for use under CVX.