finished updated 2026-11-07 22:41:05 UTC

ACOPF CUDA

setdeviceproblems Ipoptcurrent augmented_cudsscurrent condensed_cudss_bk
solvedSGM (s)SSGMsolvedSGM (s)SSGMsolvedSGM (s)SSGM
ACOPFCUDA66/1326318.191642.740.452643.080.464

Outcomes

solver solvedacceptabletime limititeration limitother failurenot run yet
Ipopt12309000
current augmented_cudss64020066
current condensed_cudss_bk64002066

Solved by problem size

solversmallmediumlarge
Ipopt58/5850/5115/23
current augmented_cudss31/3123/2410/11
current condensed_cudss_bk30/3124/2410/11

Performance profiles

Over the 66 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_cudsscurrent condensed_cudss_bk

Wall time

0%25%50%75%100%1×4×16×64×256×within this factor of the best

Iterations

0%25%50%75%100%1×2×4×8×16×within this factor of the best

Time breakdown

solvertotal (s)linear solverevaluationsinitializationother
current augmented_cudss1298.8188.4%1.0%0.1%-89.5%
current condensed_cudss_bk192.260.7%11.3%0.9%27.1%

Result files: NVIDIA RTX PRO 6000 Blackwell Server Edition, NVIDIA RTX PRO 6000 Blackwell Server Edition

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_cudsscurrent condensed_cudss_bk
stitt (s)objinfnfacnsolnfngncnjnhstitt (s)objinfnfacnsolnfngncnjnhstitt (s)objinfnfacnsolnfngncnjnh
case10000_goc_polar76804112352ok8468.9941.35403e+062.7e-08008585858584t3000600.0001.35403e+062.1e-0474761094631313001313130013000ok640.7891.35403e+066.2e-08672206765676564
case10000_goc_rect76804122352ok8479.3771.35403e+062.6e-08008585858584––
case10192_epigrids_polar89850139456ok5892.5921.68692e+068.5e-1100101591015958ok581.5791.68692e+061.0e-10591469060905958ok621.0441.68692e+064.7e-1170161102641026362
case10192_epigrids_rect89850149645ok5876.3581.68692e+068.5e-1100105591055958––
case10480_goc_polar96750150874ok70183.2532.31465e+061.1e-07007171717170ok703.0342.31465e+061.1e-07711657171717170ok681.2322.31465e+061.4e-06761706969696968
case10480_goc_rect96750161354t3000600.0002.24786e+061.4e-01001532225251532230643000––
case118_ieee_polar10881539ok290.23197213.66.9e-09003130313029ok290.11697213.66.9e-0930623130313029ok280.09897213.67.6e-1031623229322928
case118_ieee_rect10881657ok290.85297213.66.9e-09003130313029––
case1354_pegase_polar1119216646ok494.0131.25884e+062.5e-08007250725049ok490.3231.25884e+062.5e-08501226650665049ok520.2821.25884e+064.1e-08551369053905352
case1354_pegase_rect1119218000ok504.4711.25884e+062.5e-08008951895150––
case13659_pegase_polar117370170588ok6675.7828.94805e+067.1e-08007967796766ok651.8378.94805e+064.5e-09781747266726665ok691.7828.94805e+069.4e-08862628670867069
case13659_pegase_rect117370184247ok5968.7058.94805e+067.1e-08006360636059––
case14_ieee_polar118169ok150.3622178.083.1e-13001816181615ok150.0562178.082.8e-1416351716171615ok160.0572178.087.1e-1516622117211716
case14_ieee_rect118183ok150.4392178.088.2e-14001716171615––
case162_ieee_dtc_polar14842313ok271.0171080765.1e-10003728372827ok270.1201080765.0e-1028643428342827ok390.1791080768.2e-1442864640464039
case162_ieee_dtc_rect14842475ok270.5751080762.9e-10003928392827––
case179_goc_polar14682200ok461.1077542661.5e-11005147514746ok450.1567542661.5e-11461035046504645ok340.1667542661.5e-11391485935593534
case179_goc_rect14682379ok470.7877542661.4e-11005548554847––
case1803_snem_polar1524623172ok667.70398334.55.9e-10007667766766ok660.40998334.55.9e-10711447467746766ok650.42098334.52.3e-07682337466746665
case1803_snem_rect1524624975ok669.81398334.55.5e-10007767776766––
case1888_rte_polar1448021494ok16416.3491.40253e+061.9e-0900461165461170164ok1210.8671.40253e+061.5e-11124287165122165124121i300024.3711.67771e+061.9e-02677292001047530851469630132990
case1888_rte_rect1448023382ok759.6651.40253e+064.7e-1000123751237875––
case19402_goc_polar179562281733t75600.0001.97782e+061.8e-09007676767675ok725.3931.97782e+061.8e-09731867373737372ok722.0451.97781e+061.4e-09811567373737372
case19402_goc_rect179562301135ok74218.3741.97782e+061.8e-09007575757574––
case1951_rte_polar1501822075ok818.1682.08558e+063.7e-0700153821538681ok1240.8842.08558e+063.7e-07130322189126189127124ok11516.9342.08558e+061.1e-082676274614891157172911541151
case1951_rte_rect1501824026ok13413.9002.08558e+063.7e-0700287129287139134––
case197_snem_polar16082397ok220.6411.501652.0e-08002323232322ok222.3841.501652.0e-0823692323232322ok943.8751.501652.0e-0822519059595959594
case197_snem_rect16082594ok220.5601.501651.6e-08002323232322––
case2000_goc_polar1900829432ok437.4489734328.1e-10004444444443ok430.4119734322.8e-0944924544454443ok420.2869734321.2e-10451004943494342
case2000_goc_rect1900831432ok437.2239734329.3e-10004444444443––
case200_activ_polar14562116ok200.34827557.61.1e-09002321232120ok200.09927557.61.2e-0921472421242120ok190.07827557.61.9e-0922442320232019
case200_activ_rect14562316ok200.41027557.61.1e-09002321232120––
case20758_epigrids_polar179236274918ok69339.9762.64014e+063.5e-07007270727069ok522.4982.61864e+062.5e-07531256053605352ok661.8832.61863e+062.3e-08962427067706766
case20758_epigrids_rect179236295676t3000600.0002.74588e+069.7e+00005080619508930523000––
case2312_goc_polar1712825716ok468.7304413302.3e-13005847584746ok460.4134413302.3e-13471105647564746ok450.4194413301.1e-13491754646464645
case2312_goc_rect1712828028ok466.3144413301.1e-13005947594746––
case2383wp_k_polar1700425039ok6011.0891.86819e+061.1e-08006161616160ok600.4561.86819e+061.1e-08611296161616160ok580.3321.86819e+061.2e-09611175959595958
case2383wp_k_rect1700427422ok6010.1821.86819e+061.1e-08006161616160––
case240_pserc_polar25583617ok1612.5183.32967e+069.1e-0900711162711162161ok1630.8613.32967e+069.2e-09164538664173664164163ok1660.8923.32967e+069.3e-10182609639176639167166
case240_pserc_rect25583857ok1642.9113.32967e+069.1e-0900741165741165164––
case24464_goc_polar203374313641t148600.0002.62953e+068.4e-0600149149149149148ok634.9202.62953e+069.8e-05642046464646463ok661.9872.62953e+061.7e-06832306867686766
case24464_goc_rect203374338105t77600.0002.62953e+064.4e-06007878787877––
case24_ieee_rts_polar266315ok190.32363352.21.1e-09002120212019ok190.06863352.21.1e-0920422120212019ok220.09063352.22.2e-1426702923292322
case24_ieee_rts_rect266339ok190.23063352.21.1e-09002120212019––
case2736sp_k_polar1908828356ok417.1591.30801e+061.0e-09004242424241ok410.3621.30801e+061.0e-0942864242424241ok440.2721.30801e+061.1e-12471074545454544
case2736sp_k_rect1908831092ok408.9361.30801e+061.0e-09004141414140––
case2737sop_k_polar1898828358ok345.9227777282.0e-10003535353534ok340.5537777282.0e-1035713535353534ok330.2247777271.6e-1136843434343433
case2737sop_k_rect1898831095ok346.2127777282.0e-10003535353534––
case2742_goc_polar2454038196ok10627.1342757054.1e-1000263107263108106ok1521.6982757054.1e-10154391349156349154152ok2462.0342757052.0e-08409588448251448248246
case2742_goc_rect2454040938ok18449.2212757054.1e-1000451185451187184––
case2746wop_k_polar1958228642ok386.7931.20826e+062.8e-08003939393938ok430.7661.20826e+062.2e-0751954444444443ok380.2491.20826e+067.5e-0941944139413938
case2746wop_k_rect1958231388ok366.4851.20826e+062.2e-07003737373736––
case2746wp_k_polar1952028446ok416.1951.63171e+065.2e-08004242424241ok410.3711.63171e+065.2e-0842854242424241ok410.2611.63171e+061.6e-0844934242424241
case2746wp_k_rect1952031192ok417.3361.63171e+065.8e-08004342434241––
case2848_rte_polar2182232129ok8713.1201.28661e+063.4e-0900133831339087ok1421.1691.28661e+063.4e-09149367234144234146142ok6343.5931.28661e+061.9e-0912371292648635649637634
case2848_rte_rect2182234977ok9113.7851.28661e+063.4e-0900180861809591––
case2853_sdet_polar2302833154ok5610.0732.05239e+061.4e-13005957595756ok560.4562.05239e+061.4e-13601295957595756ok560.3992.05239e+063.7e-10711565757575756
case2853_sdet_rect2302836007ok539.1932.05239e+061.4e-13005654565453––
case2868_rte_polar2209032393ok9215.9782.00961e+063.3e-0900161871619592ok1771.4792.00961e+063.3e-09186482364179364181177ok8035.5332.0096e+063.9e-091610230319068161913807803
case2868_rte_rect2209035261ok15125.9282.00961e+063.3e-0900559135559154151––
case2869_pegase_polar2508637813ok5911.7712.46279e+064.3e-08007560756059ok590.6782.46279e+064.3e-08601397260726059ok590.3912.46279e+067.7e-08621507360736059
case2869_pegase_rect2508640682ok6012.5102.46279e+064.3e-08007961796160––
case30000_goc_polar208624307752ok160409.8831.14233e+062.6e-0900204161204161160t3000600.0001.2044e+063.4e-067518931930933001309330203000ok2536.2181.14233e+063.9e-064021590286254286254253
case30000_goc_rect208624337752t3000600.0001.44386e+068.9e+00003997162401030163000––
case300_ieee_polar23823478ok330.8555652203.2e-08004034403433ok330.1595652203.2e-0834804234423433ok480.1885652201.8e-12511168149814948
case300_ieee_rect23823778ok330.7725652203.2e-08003934393433––
case3012wp_k_polar2108231029ok6212.8622.60084e+061.9e-07006363636362ok620.5172.60084e+061.9e-07631326363636362ok610.3552.60084e+062.5e-08661466262626261
case3012wp_k_rect2108234041ok629.2522.60084e+061.9e-07006563656362––
case3022_goc_polar2323834990ok5811.8956013849.3e-10005959595958ok580.5196013849.3e-10591395959595958ok520.4796013846.3e-09643575353535352
case3022_goc_rect2323838012t3000600.0006131678.0e+00005010864501530763000––
case30_as_polar236348ok110.164803.1274.1e-10001212121211ok120.044803.1271.4e-1313261313131312ok130.049803.1275.3e-1513461614161413
case30_as_rect236378ok110.593803.1273.5e-10001412141211––
case30_ieee_polar236348ok180.2288208.521.5e-14002319231918ok180.0688208.526.9e-1519402319231918ok250.1048208.517.4e-1526794026402625
case30_ieee_rect236378ok180.6678208.521.2e-14002319231918––
case3120sp_k_polar2160832092ok589.6282.14797e+065.1e-09005959595958ok580.7552.14797e+065.1e-09591265959595958ok530.3242.14797e+063.9e-09611245554555453
case3120sp_k_rect2160835212ok5810.3812.14797e+065.0e-09005959595958––
case3375wp_k_polar2435035876ok6310.4927.43817e+061.1e-06006464646463ok630.7317.43817e+061.1e-06641346464646463ok600.5367.43817e+063.7e-09671596161616160
case3375wp_k_rect2435039250ok6811.8257.43817e+061.1e-06006969696968––
case3970_goc_polar3527054428ok6620.8999609852.5e-10006767676766ok500.7239609856.6e-09511085151515150ok500.5109609844.0e-10581545151515150
case3970_goc_rect3527058398ok6620.6769609852.5e-10006767676766––
case39_epri_polar282401ok260.3421384165.7e-14005527552726ok260.0891384165.7e-1427724927492726ok450.1501384164.6e-1449137105471054645
case39_epri_rect282440ok270.5951384165.1e-14005728572827––
case3_lmbd_polar2428ok160.2085812.649.1e-13001717171716ok160.0545812.649.1e-1317341717171716ok200.0575812.649.1e-1320432221222120
case3_lmbd_rect2431ok150.5445812.648.0e-15001616161615––
case4020_goc_polar3669656957ok6024.8588222475.4e-05006161616160ok611.3838222475.2e-11621496262626261ok610.5958222463.3e-12691236262626261
case4020_goc_rect3669660977ok6229.6758222475.4e-05006363636362––
case4601_goc_polar3881459596ok7324.5128262423.8e-09007474747473ok720.9738262424.1e-09731487373737372ok690.6028262401.5e-11771447070707069
case4601_goc_rect3881464197ok7326.3458262423.8e-09007574757473––
case4619_goc_polar4253266289ok5022.9314767041.8e-09005151515150ok501.1974767041.8e-09511065151515150ok520.5494767036.9e-12591155353535352
case4619_goc_rect4253270908ok5020.4814767041.8e-09005151515150––
case4661_sdet_polar3475851302ok5620.0622.25134e+066.3e-08005757575756ok561.2752.25134e+067.8e-08581145757575756ok650.8532.25134e+066.9e-10832126666666665
case4661_sdet_rect3475855963ok5517.3182.25134e+069.1e-10005756575655––
case4837_goc_polar4139864030ok5920.5398722559.3e-10006960696059ok591.1358722559.3e-10601336660666059ok580.5198722554.5e-13671335959595958
case4837_goc_rect4139868867ok5921.1048722559.0e-10006960696059––
case4917_goc_polar3787256917ok6518.5701.38779e+062.3e-13006866686665ok561.6841.38779e+062.3e-13571175857585756ok602.9971.38779e+061.4e-09804516461646160
case4917_goc_rect3787261834ok6620.0461.38779e+062.3e-13007167716766––
case500_goc_polar42546097ok401.1274549464.5e-08004141414140ok410.1914549466.2e-0842874242424241ok390.1634549461.5e-0842784040404039
case500_goc_rect42546597ok411.2434549464.0e-08004242424241––
case5658_epigrids_polar4855274821ok5120.5161.20731e+065.1e-12007152715251ok510.8811.20731e+065.1e-12521146652665251ok480.5931.20731e+063.3e-11551415449544948
case5658_epigrids_rect4855280479ok5022.5721.20731e+064.8e-12007451745150––
case57_ieee_polar448675ok150.27237589.33.7e-11001616161615ok150.06137589.33.7e-1116321616161615ok190.07637589.35.0e-1420972320232019
case57_ieee_rect448732ok150.39037589.33.6e-11001616161615––
case588_sdet_polar41105979ok351.0053131401.0e-09003636363635ok350.1743131401.0e-0936873636363635ok340.1863131403.3e-08381373535353534
case588_sdet_rect41106567ok351.3443131401.0e-09003636363635––
case5_pjm_polar4453ok210.62717551.93.5e-14002822282221ok220.06417551.92.2e-1423462423242322ok290.10817551.93.2e-1433835530553029
case5_pjm_rect4458ok210.55017551.93.6e-14002822282221––
case60_c_polar518737ok270.36692693.72.9e-08003528352827ok270.10092693.71.1e-1228683528352827ok280.13392693.74.9e-08311504329432928
case60_c_rect518797ok270.54492693.71.4e-09003528352827––
case6468_rte_polar4973475937ok14650.0352.06973e+061.9e-0900287140287150146ok2025.3822.06973e+061.9e-09208495303204303205202ok146514.1692.06973e+061.9e-093495472143221505432514681465
case6468_rte_rect4973482405ok16771.5822.06973e+061.9e-0900350161350171167––
case6470_rte_polar5048275976ok9231.3822.23757e+061.9e-0900119871199492ok1181.5702.23757e+061.9e-09121264147119147121118ok142211.4892.23757e+061.9e-093506297814721423147614251422
case6470_rte_rect5048282446ok9836.2342.23757e+061.9e-09001659416610098––
case6495_rte_polar5042676124ok18172.4703.06783e+061.9e-0900218176218183181ok2458.1823.06783e+061.9e-09329587275246275248245ok165515.6623.06782e+061.9e-093535445939211680506916611655
case6495_rte_rect5042682619ok17873.1303.06783e+061.9e-0900220174220180178––
case6515_rte_polar5054676290ok13750.3312.8255e+061.9e-0900189131189139137ok1652.1602.8255e+061.9e-09185409226166226168165ok214120.4812.8255e+061.9e-0941765797447621761005421462140
case6515_rte_rect5054682805ok13461.4832.8255e+061.9e-0900201130201136134––
case7336_epigrids_polar6211695306ok5026.8441.88239e+061.1e-07005251525150ok501.0591.88239e+061.1e-07511085251525150ok540.7171.88239e+062.9e-08621405655565554
case7336_epigrids_rect62116102642ok5739.7991.88239e+061.1e-07006556655957––
case73_ieee_rts_polar824987ok240.3501897642.3e-13002525252524ok240.0931897642.3e-1325512525252524ok270.0931897642.7e-1430763328332827
case73_ieee_rts_rect8241060ok240.3441897642.1e-13002625262524––
case78484_epigrids_polar6745621039062t59600.0001.53375e+077.6e-01006060606059ok10425.0891.53159e+075.2e-09106213105105105105104ok1087.8751.53159e+073.3e-08128306109109109109108
case78484_epigrids_rect6745621117540t57600.0001.5341e+079.9e-01006058605857––
case793_goc_polar54327978ok371.3522601981.8e-11005438543837ok360.1992601983.2e-1137964937493736ok370.1662601985.7e-13431033838383837
case793_goc_rect54328771ok361.3092601982.0e-11005137513736––
case8387_pegase_polar78748118702ok7863.9562.77139e+061.8e-12007979797978ok883.0362.77139e+068.0e-051152359389938988ok1873.0912.77139e+061.3e-09328848202188202188187
case8387_pegase_rect78748127089ok8061.2342.77139e+068.5e-12008681868180––
case89_pegase_polar10421649ok310.4161072861.9e-07006632663231ok320.1351072861.9e-0733705533553332ok280.1031072862.9e-1131603129312928
case89_pegase_rect10421738ok310.3761072861.9e-07006732673231––
case9241_pegase_polar85568130826ok7462.3766.24309e+063.9e-08008175817574ok732.7756.24309e+061.8e-07881707874787473i300038.7166.24278e+062.4e-063006127292141032262141030013000
case9241_pegase_rect85568140067ok7662.7586.24309e+064.6e-05008977897776––
case9591_goc_polar83572130588ok7096.8001.06168e+066.3e-07007871787170ok681.8891.06168e+067.0e-07691587469746968ok631.0681.06168e+064.5e-08741566464646463
case9591_goc_rect83572140179ok7092.8811.06168e+066.2e-07008471847170––