outputs/network_protocol_audit.csv

dimension,trial,D,M,M_coverage,B_p_star,B_X,theorem_upper_bound,logit_final_excess_bce,probability_control_excess_bce,all_logit_losses_nonincreasing,upper_bound_certificate,probability_control_worse
3,0,3,3,True,1.091460616837,1.0,1.890465242823,5.26e-10,7.2951e-08,True,True,True
3,0,6,3,True,1.091460616837,1.0,1.336760792797,3e-12,0.000341074969,True,True,True
3,0,12,3,True,1.091460616837,1.0,0.945232621411,0.0,0.001660024026,True,True,True
3,0,24,3,True,1.091460616837,1.0,0.668380396399,0.0,0.00232631364,True,True,True
3,1,3,3,True,1.829920095331,1.0,3.169514578905,5.96764e-07,1.5892294e-05,True,True,True
3,1,6,3,True,1.829920095331,1.0,2.241185251813,3.889e-09,0.003702241885,True,True,True
3,1,12,3,True,1.829920095331,1.0,1.584757289452,0.0,0.00798032755,True,True,True
3,1,24,3,True,1.829920095331,1.0,1.120592625907,0.0,0.008256585251,True,True,True
3,2,3,3,True,1.823094348708,1.0,3.157692038954,4.95634e-07,2.9569555e-05,True,True,True
3,2,6,3,True,1.823094348708,1.0,2.232825453643,4.229e-09,0.003911454119,True,True,True
3,2,12,3,True,1.823094348708,1.0,1.578846019477,0.0,0.00818085715,True,True,True
3,2,24,3,True,1.823094348708,1.0,1.116412726821,-0.0,0.00842462407,True,True,True
3,3,3,3,True,1.557006316775,1.0,2.696814048359,7.225e-09,1.13947e-07,True,True,True
3,3,6,3,True,1.557006316775,1.0,1.906935501194,3e-11,0.001688292841,True,True,True
3,3,12,3,True,1.557006316775,1.0,1.34840702418,0.0,0.004726584127,True,True,True
3,3,24,3,True,1.557006316775,1.0,0.953467750597,0.0,0.005092186189,True,True,True
4,0,4,4,True,1.640918196777,1.0,3.281836393554,5.6234e-08,5.4057222e-05,True,True,True
4,0,8,4,True,1.640918196777,1.0,2.320608768627,3.98e-10,0.002351889291,True,True,True
4,0,16,4,True,1.640918196777,1.0,1.640918196777,0.0,0.005586105956,True,True,True
4,0,32,4,True,1.640918196777,1.0,1.160304384313,0.0,0.00612815868,True,True,True
4,1,4,4,True,1.847447387351,1.0,3.694894774703,6.077e-08,8.593969e-05,True,True,True
4,1,8,4,True,1.847447387351,1.0,2.612685150963,4.74e-10,0.003880201214,True,True,True
4,1,16,4,True,1.847447387351,1.0,1.847447387351,0.0,0.007786960967,True,True,True
4,1,32,4,True,1.847447387351,1.0,1.306342575482,-0.0,0.008377402037,True,True,True
4,2,4,4,True,2.112896501672,1.0,4.225793003344,1.6385e-08,0.000539786466,True,True,True
4,2,8,4,True,2.112896501672,1.0,2.988086888555,9.3e-11,0.00686662151,True,True,True
4,2,16,4,True,2.112896501672,1.0,2.112896501672,0.0,0.01045679728,True,True,True
4,2,32,4,True,2.112896501672,1.0,1.494043444277,0.0,0.010657526658,True,True,True
4,3,4,4,True,1.670857371186,1.0,3.341714742372,4.442e-09,0.00021303184,True,True,True
4,3,8,4,True,1.670857371186,1.0,2.362949155122,1.5e-11,0.003423698247,True,True,True
4,3,16,4,True,1.670857371186,1.0,1.670857371186,0.0,0.006769257264,True,True,True
4,3,32,4,True,1.670857371186,1.0,1.181474577561,0.0,0.007137793931,True,True,True
5,0,5,5,True,3.114374171952,1.0,6.963952355853,2.8756e-07,0.001384474922,True,True,True
5,0,10,5,True,3.114374171952,1.0,4.924257934684,2.282e-09,0.014557023823,True,True,True
5,0,20,5,True,3.114374171952,1.0,3.481976177927,0.0,0.020981078283,True,True,True
5,0,40,5,True,3.114374171952,1.0,2.462128967342,0.0,0.021473439098,True,True,True
5,1,5,5,True,2.045531556852,1.0,4.573947611242,1.15401e-07,0.000362650185,True,True,True
5,1,10,5,True,2.045531556852,1.0,3.234269372701,9.28e-10,0.005443489233,True,True,True
5,1,20,5,True,2.045531556852,1.0,2.286973805621,0.0,0.010457249607,True,True,True
5,1,40,5,True,2.045531556852,1.0,1.617134686351,0.0,0.011420451294,True,True,True
5,2,5,5,True,2.455590106114,1.0,5.490866402146,1.1162e-08,0.00072522127,True,True,True
5,2,10,5,True,2.455590106114,1.0,3.882628867547,1.34e-10,0.009158279431,True,True,True
5,2,20,5,True,2.455590106114,1.0,2.745433201073,0.0,0.014243461527,True,True,True
5,2,40,5,True,2.455590106114,1.0,1.941314433773,0.0,0.014496013881,True,True,True
5,3,5,5,True,2.323175338576,1.0,5.194777980708,1.70576e-07,0.000606720343,True,True,True
5,3,10,5,True,2.323175338576,1.0,3.673262736917,1.207e-09,0.006959411103,True,True,True
5,3,20,5,True,2.323175338576,1.0,2.597388990354,0.0,0.013097454948,True,True,True
5,3,40,5,True,2.323175338576,1.0,1.836631368458,0.0,0.014732879402,True,True,True