finished updated 2026-11-07 22:57:19 UTC

ACOPF CUDA

setdeviceproblems Ipoptcurrent augmented_cudss
solvedSGM (s)SSGMsolvedSGM (s)SSGM
ACOPFCUDA132/13212319.5711265.510.525

Outcomes

solver solvedacceptabletime limititeration limitother failurenot run yet
Ipopt12309000
current augmented_cudss12602040

Solved by problem size

solversmallmediumlarge
Ipopt58/5850/5115/23
current augmented_cudss58/5849/5119/23

Performance profiles

Over the 132 instances that all of them have a result for. A curve gives the share of them solved within a factor of the best.

Ipoptcurrent augmented_cudss

Wall time

0%25%50%75%100%1×4×16×64×within this factor of the best

Iterations

0%25%50%75%100%1×2×4×within this factor of the best

Time breakdown

solvertotal (s)linear solverevaluationsinitializationother
current augmented_cudss2097.688.5%4.2%0.2%7.1%

Result files: Quadro GV100

Instances

nv, nc: variables, constraints. st: ok solved, a solved to the acceptable level, t time limit, i iteration limit, f other failure; click it for the solver log. it: iterations. inf: infeasibility. nfac, nsol: factorizations, linear solves. nf, ng, nc, nj, nh: evaluations of the objective, gradient, constraints, Jacobian, Hessian.

instancenvnc Ipoptcurrent augmented_cudss
stitt (s)objinfnfacnsolnfngncnjnhstitt (s)objinfnfacnsolnfngncnjnh
case10000_goc_polar76804112352ok8468.9941.35403e+062.7e-08008585858584t921600.0001.35404e+061.2e-1022425367923922923922921
case10000_goc_rect76804122352ok8479.3771.35403e+062.6e-08008585858584ok8416.2591.35403e+062.4e-09892109485948584
case10192_epigrids_polar89850139456ok5892.5921.68692e+068.5e-1100101591015958ok564.0201.68692e+061.0e-10571348957895756
case10192_epigrids_rect89850149645ok5876.3581.68692e+068.5e-1100105591055958ok544.3691.68692e+061.0e-10551288755875554
case10480_goc_polar96750150874ok70183.2532.31465e+061.1e-07007171717170ok717.6022.31465e+061.6e-11721347272727271
case10480_goc_rect96750161354t3000600.0002.24786e+061.4e-01001532225251532230643000f41324.6972.31443e+062.6e+0043672119204102158436413
case118_ieee_polar10881539ok290.23197213.66.9e-09003130313029ok290.23197213.66.9e-0930363130313029
case118_ieee_rect10881657ok290.85297213.66.9e-09003130313029ok290.26997213.66.9e-0930383130313029
case1354_pegase_polar1119216646ok494.0131.25884e+062.5e-08007250725049ok501.0021.25884e+067.8e-09511177351735150
case1354_pegase_rect1119218000ok504.4711.25884e+062.5e-08008951895150ok511.2891.25884e+067.8e-09521159052905251
case13659_pegase_polar117370170588ok6675.7828.94805e+067.1e-08007967796766ok654.4688.94805e+064.5e-09781997366736665
case13659_pegase_rect117370184247ok5968.7058.94805e+067.1e-08006360636059ok6916.8208.94805e+066.8e-09951958670867069
case14_ieee_polar118169ok150.3622178.083.1e-13001816181615ok150.2732178.082.8e-1416241716171615
case14_ieee_rect118183ok150.4392178.088.2e-14001716171615ok150.3532178.087.5e-1416251716171615
case162_ieee_dtc_polar14842313ok271.0171080765.1e-10003728372827ok270.3811080765.0e-1028353428342827
case162_ieee_dtc_rect14842475ok270.5751080762.9e-10003928392827ok270.4301080762.9e-1028343628362827
case179_goc_polar14682200ok461.1077542661.5e-11005147514746ok450.6127542661.2e-1146785046504645
case179_goc_rect14682379ok470.7877542661.4e-11005548554847ok450.6827542661.4e-1146785246524645
case1803_snem_polar1524623172ok667.70398334.55.9e-10007667766766ok661.07998334.55.9e-10711057467746766
case1803_snem_rect1524624975ok669.81398334.55.5e-10007767776766ok671.33598334.55.5e-10721187868786867
case1888_rte_polar1448021494ok16416.3491.40253e+061.9e-0900461165461170164ok1273.2091.40253e+061.5e-11134271188128188130127
case1888_rte_rect1448023382ok759.6651.40253e+064.7e-1000123751237875ok1212.5751.40253e+064.7e-10133343166122166124121
case19402_goc_polar179562281733t75600.0001.97782e+061.8e-09007676767675ok7211.5311.97782e+061.8e-09731807373737372
case19402_goc_rect179562301135ok74218.3741.97782e+061.8e-09007575757574ok7412.8771.97782e+061.8e-09751827575757574
case1951_rte_polar1501822075ok818.1682.08558e+063.7e-0700153821538681ok1272.7112.08558e+061.9e-09130230205128205130127
case1951_rte_rect1501824026ok13413.9002.08558e+063.7e-0700287129287139134ok1012.8142.08558e+064.7e-10119252167102167104101
case197_snem_polar16082397ok220.6411.501652.0e-08002323232322ok240.3821.501655.2e-0925522525252524
case197_snem_rect16082594ok220.5601.501651.6e-08002323232322ok230.5011.501653.6e-1028922424242423
case2000_goc_polar1900829432ok437.4489734328.1e-10004444444443ok430.7889734322.8e-0944754544454443
case2000_goc_rect1900831432ok437.2239734329.3e-10004444444443ok441.1149734322.8e-0945814645464544
case200_activ_polar14562116ok200.34827557.61.1e-09002321232120ok200.36827557.61.2e-0921392421242120
case200_activ_rect14562316ok200.41027557.61.1e-09002321232120ok200.38027557.61.2e-0921312421242120
case20758_epigrids_polar179236274918ok69339.9762.64014e+063.5e-07007270727069ok535.9152.61864e+064.5e-13541306154615453
case20758_epigrids_rect179236295676t3000600.0002.74588e+069.7e+00005080619508930523000f2749169.7682.76483e+063.1e+002934629097102737983629182740
case2312_goc_polar1712825716ok468.7304413302.3e-13005847584746ok460.9394413301.1e-13471125647564746
case2312_goc_rect1712828028ok466.3144413301.1e-13005947594746ok460.9464413301.1e-13471145747574746
case2383wp_k_polar1700425039ok6011.0891.86819e+061.1e-08006161616160ok610.8561.86819e+061.4e-09621236562656261
case2383wp_k_rect1700427422ok6010.1821.86819e+061.1e-08006161616160ok611.1541.86819e+061.4e-09621256562656261
case240_pserc_polar25583617ok1612.5183.32967e+069.1e-0900711162711162161ok1363.5993.32967e+069.2e-09137252628137628137136
case240_pserc_rect25583857ok1642.9113.32967e+069.1e-0900741165741165164ok1362.0493.32967e+069.1e-09137251625137625137136
case24464_goc_polar203374313641t148600.0002.62953e+068.4e-0600149149149149148ok6511.5792.62953e+062.0e-11662006666666665
case24464_goc_rect203374338105t77600.0002.62953e+064.4e-06007878787877ok6512.4312.62953e+062.1e-11692086866686665
case24_ieee_rts_polar266315ok190.32363352.21.1e-09002120212019ok190.37563352.21.1e-0920232120212019
case24_ieee_rts_rect266339ok190.23063352.21.1e-09002120212019ok190.33163352.21.1e-0920252120212019
case2736sp_k_polar1908828356ok417.1591.30801e+061.0e-09004242424241ok410.8441.30801e+061.0e-0942764242424241
case2736sp_k_rect1908831092ok408.9361.30801e+061.0e-09004141414140ok401.0671.30801e+061.0e-0941664141414140
case2737sop_k_polar1898828358ok345.9227777282.0e-10003535353534ok340.6167777282.0e-1035963535353534
case2737sop_k_rect1898831095ok346.2127777282.0e-10003535353534ok340.8127777282.0e-1035523535353534
case2742_goc_polar2454038196ok10627.1342757054.1e-1000263107263108106ok1243.1882757054.1e-10126195282125282126124
case2742_goc_rect2454040938ok18449.2212757054.1e-1000451185451187184ok1473.8462757054.1e-10149328377148377149147
case2746wop_k_polar1958228642ok386.7931.20826e+062.8e-08003939393938ok370.9701.20826e+064.7e-1038833838383837
case2746wop_k_rect1958231388ok366.4851.20826e+062.2e-07003737373736ok370.7101.20826e+064.7e-1038733838383837
case2746wp_k_polar1952028446ok416.1951.63171e+065.2e-08004242424241ok421.0841.63171e+064.7e-1143674343434342
case2746wp_k_rect1952031192ok417.3361.63171e+065.8e-08004342434241ok410.9881.63171e+064.7e-1142854342434241
case2848_rte_polar2182232129ok8713.1201.28661e+063.4e-0900133831339087ok1323.2971.28661e+063.4e-09137249220133220136132
case2848_rte_rect2182234977ok9113.7851.28661e+063.4e-0900180861809591ok1292.8041.28661e+061.9e-09141237228130228133129
case2853_sdet_polar2302833154ok5610.0732.05239e+061.4e-13005957595756ok581.5412.05239e+065.0e-10601317259725958
case2853_sdet_rect2302836007ok539.1932.05239e+061.4e-13005654565453ok531.7892.05239e+069.1e-1455776254625453
case2868_rte_polar2209032393ok9215.9782.00961e+063.3e-0900161871619592ok1724.5062.00961e+064.3e-09181296359173359176172
case2868_rte_rect2209035261ok15125.9282.00961e+063.3e-0900559135559154151ok1342.4862.00961e+064.3e-09138298198135198138134
case2869_pegase_polar2508637813ok5911.7712.46279e+064.3e-08007560756059ok601.9952.46279e+065.3e-09621117361736160
case2869_pegase_rect2508640682ok6012.5102.46279e+064.3e-08007961796160ok612.0742.46279e+065.3e-09621437662766261
case30000_goc_polar208624307752ok160409.8831.14233e+062.6e-0900204161204161160t1357600.0001.37292e+065.8e-033242423115891355158913781354
case30000_goc_rect208624337752t3000600.0001.44386e+068.9e+00003997162401030163000f1143138.7221.75929e+063.1e+001212185216271138174611691141
case300_ieee_polar23823478ok330.8555652203.2e-08004034403433ok340.4665652201.8e-1235484335433534
case300_ieee_rect23823778ok330.7725652203.2e-08003934393433ok340.5785652201.8e-1235474235423534
case3012wp_k_polar2108231029ok6212.8622.60084e+061.9e-07006363636362ok631.1462.60084e+063.0e-09641316464646463
case3012wp_k_rect2108234041ok629.2522.60084e+061.9e-07006563656362ok631.2742.60084e+063.0e-09641316664666463
case3022_goc_polar2323834990ok5811.8956013849.3e-10005959595958ok590.9636013841.2e-11601406960696059
case3022_goc_rect2323838012t3000600.0006131678.0e+00005010864501530763000f63215.8056089042.5e+00867111314006302345647633
case30_as_polar236348ok110.164803.1274.1e-10001212121211ok120.260803.1271.4e-1313141313131312
case30_as_rect236378ok110.593803.1273.5e-10001412141211ok110.215803.1274.4e-1012131312131211
case30_ieee_polar236348ok180.2288208.521.5e-14002319231918ok180.3098208.521.2e-1419242419241918
case30_ieee_rect236378ok180.6678208.521.2e-14002319231918ok180.3948208.525.8e-1519242419241918
case3120sp_k_polar2160832092ok589.6282.14797e+065.1e-09005959595958ok581.8302.14797e+065.1e-09591265959595958
case3120sp_k_rect2160835212ok5810.3812.14797e+065.0e-09005959595958ok581.2562.14797e+065.0e-09591015959595958
case3375wp_k_polar2435035876ok6310.4927.43817e+061.1e-06006464646463ok641.6977.43817e+069.8e-09651156565656564
case3375wp_k_rect2435039250ok6811.8257.43817e+061.1e-06006969696968ok691.2127.43817e+069.8e-09761367070707069
case3970_goc_polar3527054428ok6620.8999609852.5e-10006767676766ok501.6939609856.6e-09511085151515150
case3970_goc_rect3527058398ok6620.6769609852.5e-10006767676766ok501.4569609856.6e-09511135151515150
case39_epri_polar282401ok260.3421384165.7e-14005527552726ok270.2371384165.7e-1428455328532827
case39_epri_rect282440ok270.5951384165.1e-14005728572827ok270.4521384163.4e-1428445328532827
case3_lmbd_polar2428ok160.2085812.649.1e-13001717171716ok160.2935812.649.1e-1317191717171716
case3_lmbd_rect2431ok150.5445812.648.0e-15001616161615ok150.2085812.649.1e-1316181616161615
case4020_goc_polar3669656957ok6024.8588222475.4e-05006161616160ok613.0148222475.2e-11621446262626261
case4020_goc_rect3669660977ok6229.6758222475.4e-05006363636362ok623.8068222475.2e-11631186363636362
case4601_goc_polar3881459596ok7324.5128262423.8e-09007474747473ok722.4718262424.1e-09731477373737372
case4601_goc_rect3881464197ok7326.3458262423.8e-09007574757473ok712.7558262424.2e-09721477372737271
case4619_goc_polar4253266289ok5022.9314767041.8e-09005151515150ok502.7784767041.8e-09511145151515150
case4619_goc_rect4253270908ok5020.4814767041.8e-09005151515150ok502.2574767041.8e-09511045151515150
case4661_sdet_polar3475851302ok5620.0622.25134e+066.3e-08005757575756ok582.8622.25134e+063.4e-10611136559655958
case4661_sdet_rect3475855963ok5517.3182.25134e+069.1e-10005756575655ok562.9472.25134e+063.4e-10591116357635756
case4837_goc_polar4139864030ok5920.5398722559.3e-10006960696059ok592.1088722559.3e-10601196660666059
case4837_goc_rect4139868867ok5921.1048722559.0e-10006960696059ok592.0418722559.0e-10601326660666059
case4917_goc_polar3787256917ok6518.5701.38779e+062.3e-13006866686665ok583.3721.38779e+063.1e-13591386859685958
case4917_goc_rect3787261834ok6620.0461.38779e+062.3e-13007167716766ok682.9311.38779e+063.1e-13691798169816968
case500_goc_polar42546097ok401.1274549464.5e-08004141414140ok420.5074549464.9e-0943584343434342
case500_goc_rect42546597ok411.2434549464.0e-08004242424241ok420.5574549464.9e-0943614343434342
case5658_epigrids_polar4855274821ok5120.5161.20731e+065.1e-12007152715251ok522.0091.20731e+065.1e-12531106853685352
case5658_epigrids_rect4855280479ok5022.5721.20731e+064.8e-12007451745150ok502.8901.20731e+064.8e-12511156851685150
case57_ieee_polar448675ok150.27237589.33.7e-11001616161615ok150.29237589.33.7e-1116171616161615
case57_ieee_rect448732ok150.39037589.33.6e-11001616161615ok150.25237589.33.6e-1116201616161615
case588_sdet_polar41105979ok351.0053131401.0e-09003636363635ok350.5763131401.0e-0936853636363635
case588_sdet_rect41106567ok351.3443131401.0e-09003636363635ok350.7953131401.0e-0936883636363635
case5_pjm_polar4453ok210.62717551.93.5e-14002822282221ok220.40417551.92.4e-1423302423242322
case5_pjm_rect4458ok210.55017551.93.6e-14002822282221ok220.37717551.91.6e-1423292423242322
case60_c_polar518737ok270.36692693.72.9e-08003528352827ok270.64492693.71.1e-1228403528352827
case60_c_rect518797ok270.54492693.71.4e-09003528352827ok270.67692693.71.4e-0928383528352827
case6468_rte_polar4973475937ok14650.0352.06973e+061.9e-0900287140287150146ok35416.0382.06973e+061.9e-09459754580355580357354
case6468_rte_rect4973482405ok16771.5822.06973e+061.9e-0900350161350171167ok54319.9642.06973e+061.9e-097032127888544888547543
case6470_rte_polar5048275976ok9231.3822.23757e+061.9e-0900119871199492ok1185.1192.23757e+061.9e-09121574147119147121118
case6470_rte_rect5048282446ok9836.2342.23757e+061.9e-09001659416610098ok22613.5202.23757e+061.9e-09301556387227387230226
case6495_rte_polar5042676124ok18172.4703.06783e+061.9e-0900218176218183181ok2187.4453.06783e+061.9e-09244407249219249221218
case6495_rte_rect5042682619ok17873.1303.06783e+061.9e-0900220174220180178ok2729.0713.06783e+061.9e-09356558387273387275272
case6515_rte_polar5054676290ok13750.3312.8255e+061.9e-0900189131189139137ok1676.7982.8255e+065.8e-11191298229168229170167
case6515_rte_rect5054682805ok13461.4832.8255e+061.9e-0900201130201136134ok1879.9212.8255e+061.9e-09220516297188297190187
case7336_epigrids_polar6211695306ok5026.8441.88239e+061.1e-07005251525150ok522.4081.88239e+061.9e-09531095653565352
case7336_epigrids_rect62116102642ok5739.7991.88239e+061.1e-07006556655957ok522.7681.88239e+061.9e-09531125653565352
case73_ieee_rts_polar824987ok240.3501897642.3e-13002525252524ok250.4811897641.8e-1326392926292625
case73_ieee_rts_rect8241060ok240.3441897642.1e-13002625262524ok250.4451897641.6e-1326413026302625
case78484_epigrids_polar6745621039062t59600.0001.53375e+077.6e-01006060606059ok10572.3791.53159e+075.2e-09108244106106106106105
case78484_epigrids_rect6745621117540t57600.0001.5341e+079.9e-01006058605857ok13193.3881.53159e+075.2e-09184292141132141132131
case793_goc_polar54327978ok371.3522601981.8e-11005438543837ok360.5532601983.2e-1137954937493736
case793_goc_rect54328771ok361.3092601982.0e-11005137513736ok401.0252601983.2e-11411106741674140
case8387_pegase_polar78748118702ok7863.9562.77139e+061.8e-12007979797978ok815.7212.77139e+068.7e-1095210100821008281
case8387_pegase_rect78748127089ok8061.2342.77139e+068.5e-12008681868180ok8412.8792.77139e+062.6e-121023249885988584
case89_pegase_polar10421649ok310.4161072861.9e-07006632663231ok330.8231072862.3e-1034475634563433
case89_pegase_rect10421738ok310.3761072861.9e-07006732673231ok330.3301072862.3e-1034415634563433
case9241_pegase_polar85568130826ok7462.3766.24309e+063.9e-08008175817574ok7510.9686.24309e+066.0e-10902008976897675
case9241_pegase_rect85568140067ok7662.7586.24309e+064.6e-05008977897776ok7412.5816.24309e+066.0e-10783789275927574
case9591_goc_polar83572130588ok7096.8001.06168e+066.3e-07007871787170ok695.0761.06168e+061.2e-09701607570757069
case9591_goc_rect83572140179ok7092.8811.06168e+066.2e-07008471847170ok704.0961.06168e+061.2e-09711797871787170