A diagram showing the turbo training algorithm is given in Figure 3.
it can be proved that the three  Figure 3: Turbo training steps in the turbo phase correspond precisely to coordinate-descent minimization of L. iterations in the turbo phase provably decreases the loss L monotonically and are guaranteed to converge.