Before revision:  Assuming this restriction, an exponential rate of convergence of the PAGD sequence is demonstrated, by mimicking the convergence of the solution to the ODE via energy methods.
After revision:  Assuming this restriction, an exponential rate of convergence of the PAGD scheme is derived by mimicking the convergence of the solution to the ODE via energy methods.