{ "prediction_boundary": { "predicted_alpha": 0.46249999999999997, "observed_grid_alpha": 0.49999999999999994, "grid_error": 0.03749999999999998 }, "prediction_dual_slope": { "predicted_dmu_dalpha": 0.8, "observed_slope": 0.7999999999999999, "relative_error": 1.3877787807814457e-16 }, "prediction_warm_start": { "mean_iterations": 1.1, "median_iterations": 1.0, "fraction_one_iteration": 0.925, "active_set_changes": 2, "max_kkt_residual": 5.551115123125783e-17 }, "baseline_comparison": { "pdas_mean_objective": 1.1247975962191272, "projected_gradient_mean_objective": 1.1247975962191272, "pdas_mean_ms": 1.594544067241562, "projected_gradient_mean_ms": 44.15997928347982, "projected_gradient_max_violation": 0.0 }, "all_iterations": [ 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ] }