label,K,hosts,p,r,q,hessian,reps,t_total,t_local,fit_mean,fit_max,t_rounds,round_wall,der_max,lat99,up_B,down_B,msgs,grad,t_connect K128_r1q2,128,16,8,1,2,exact,3,0.07594195799902081,0.05910841701552272,0.02693636457791699,0.037984749999999984,0.014260708936490119,0.007130354468245059,0.005471541999999996,0.006103813237277791,199720,85504,896,6.19461312241283e-09,1.6127827079035342 K128_r2q1,128,16,8,2,1,exact,3,0.10689191601704806,0.09711383294779807,0.053724647530380046,0.075590084,0.0071037920424714684,0.0071037920424714684,0.005285624999999988,0.0059814579575322565,127528,52992,640,1.2071655704270327e-05,1.608464999939315 K64_r1q2,64,16,8,1,2,exact,3,0.10569124994799495,0.08475083310622722,0.050187399078484185,0.06390991700000001,0.01862320804502815,0.009311604022514075,0.007990957999999937,0.00884082111530006,99860,42880,448,1.7957401139889523e-09,1.614608958014287 K64_r2q1,64,16,8,2,1,exact,3,0.15925016696564853,0.14756979199592024,0.09934315362223953,0.126862584,0.009118333109654486,0.009118333109654486,0.008046499999999984,0.008500265934271738,63764,26688,320,6.769759590932384e-06,1.612117417040281 cmp_p64_r1q2,16,16,64,1,2,exact,3,18.443110374966636,14.791574709000997,8.422302531124188,14.682226792,3.635024875984527,1.8175124379922636,1.8193454579999973,1.8124884893244597,569765,25040,112,7.246710990491112e-09,1.5718543749535456 cmp_p64_r2q1,16,16,64,2,1,exact,3,31.29159154195804,29.45173662493471,16.873209697872998,29.342499833,1.8258196669630706,1.8258196669630706,1.8211868749999987,1.8178521965397523,291925,13840,80,3.7499869207727585e-05,1.5728857920039445 cmp_p64_r2q1_stale,16,16,64,2,1,stale,3,31.285886083031073,29.430638291989453,16.96297168511673,29.320120375,1.8279694160446525,1.8279694160446525,1.8250404590000002,1.822490845521679,550085,13840,80,4.3700256007587666e-05,1.584772500093095 cmp_r1q2,16,16,8,1,2,exact,3,0.3270207920577377,0.26190429204143584,0.17574691937509723,0.23130820799999996,0.061122749000787735,0.030561374500393867,0.02996475000000004,0.030604277609381825,24965,10704,112,9.24734632444695e-11,1.5810524580301717 cmp_r2q1_single,16,16,8,2,1,single,3,0.5599910420132801,0.49494124995544553,0.35205490119192273,0.4636665,0.05259445891715586,0.05259445891715586,0.051061417,0.05098147768876515,15941,6656,80,2.6640214054332814e-06,1.5705084580695257 cmp_r2q1_stale,16,16,8,2,1,stale,3,0.5575762910302728,0.4937682910822332,0.35194410675506355,0.4627345,0.052745833061635494,0.052745833061635494,0.051406582999999895,0.051093250076519325,19653,6672,80,5.2530319514019975e-06,1.577691916958429 cmp_r3q1,16,16,8,3,1,exact,3,0.8057671659626067,0.7243046669755131,0.5272520206900422,0.6931520409999999,0.06545370805542916,0.06545370805542916,0.06256016599945724,0.06346240004058927,16005,6704,80,7.634102395074616e-06,1.5876702499808744 cmp_r4q0,16,16,8,4,0,exact,3,0.9730557500151917,0.9561016249936074,0.7040089270561611,0.924698708,0.0,0.0,0.0,0.0,6965,2624,48,,1.5691752089187503 hosts1,16,1,8,2,1,exact,3,0.45093533291947097,0.4072739159455523,0.36361600787495263,0.37104129104409367,0.027120084036141634,0.027120084036141634,0.024586540996097028,0.025101468653883786,16048,6656,80,6.018665659921152e-06,1.5933742499910295 hosts16,16,16,8,2,1,exact,3,0.559004292008467,0.4927386250346899,0.3511835156840801,0.46231912500000005,0.05496741703245789,0.05496741703245789,0.053325834000000016,0.053503567090956494,15941,6656,80,5.333876108823157e-06,1.5722926669986919 hosts2,16,2,8,2,1,exact,3,0.44408383406698704,0.40218737500254065,0.36419236718211323,0.3688111249357462,0.02646495890803635,0.02646495890803635,0.024155499995686114,0.024541217036312447,15976,6656,80,3.6295816652902047e-06,1.5768007499864325 hosts4,16,4,8,2,1,exact,3,0.5428270000265911,0.4990827910369262,0.3769453749414007,0.46323662500000007,0.03661487495992333,0.03661487495992333,0.03527895896695554,0.035901087563252075,16008,6656,80,4.672415990280505e-06,1.6030859160237014 hosts8,16,8,8,2,1,exact,3,0.5784965000348166,0.5150650420691818,0.35872016669400253,0.48260645799999996,0.051650459063239396,0.051650459063239396,0.04911099991295487,0.04994003128958866,15938,6672,80,6.512105595336275e-06,1.590769625036046 p32_r1q2,16,16,32,1,2,exact,3,3.2327428330900148,2.59141674998682,1.9259473620696739,2.528149833,0.6252187510253862,0.3126093755126931,0.3112902499999999,0.31191429115715436,160165,16848,112,2.292484002425426e-09,1.564675375004299 p32_r2q1,16,16,32,2,1,exact,3,5.463905291981064,5.129355833050795,3.847350143253433,5.0611045,0.31466895900666714,0.31466895900666714,0.31262058400000026,0.3131287410913501,85077,9728,80,1.9613042165727724e-05,1.5934663750231266