This is not the problem.   (Even if that were the problem, it wouldn't cause a hang -- docs say "no error will be reported but results will be wrong".)

In fact, the same hang happens on the installation which originally had this problem if you replace X with X = np.dot(X, X.T) so that the matrix is symmetric.