With any optimization software, you can always get the Lagrange multipliers / dual variables from the objective/constraint gradients at the optimum just by solving a linear equation (from KKT).
With any optimization software, you can always get the Lagrange multipliers / dual variables from the objective/constraint gradients at the optimum just by solving a linear equation (from KKT).