ACOPF CUDA

setdeviceproblems Ipoptmastercurrent
solvedSGM (s)SSGMsolvedSGM (s)SSGMsolvedSGM (s)SSGM
ACOPFCUDA54/132542.071522.101522.101

Outcomes

solver solvedacceptabletime limititeration limitother failurenot run yet
Ipopt12309000
master12400710
current52002078

Solved by problem size

solversmallmediumlarge
Ipopt58/5850/5115/23
master56/5850/5118/23
current51/531/10/0

Performance profiles

Over the 54 instances that all of them have a result for. A curve gives the share of them solved within a factor of the best.

Ipoptmastercurrent

Wall time

0%25%50%75%100%1×2×4×8×16×32×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
master911.853.7%14.9%6.0%25.3%
current84.635.7%23.6%2.9%37.8%

Result files: Intel R Xeon R Gold 6148 CPU 2.40GHz, Quadro RTX 6000

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 Ipoptmastercurrent
stitt (s)objinfnfacnsolnfngncnjnhstitt (s)objinfnfacnsolnfngncnjnhstitt (s)objinfnfacnsolnfngncnjnh
case10000_goc_polar76804112352ok8468.9941.35403e+062.7e-08008585858584ok651.7451.35403e+067.7e-101251556966696665–
case10000_goc_rect76804122352ok8479.3771.35403e+062.6e-08008585858584ok641.8191.35403e+067.5e-101211876565656564–
case10192_epigrids_polar89850139456ok5892.5921.68692e+068.5e-1100101591015958ok582.7761.68692e+064.5e-111323379559955958–
case10192_epigrids_rect89850149645ok5876.3581.68692e+068.5e-1100105591055958ok562.6971.68692e+064.5e-111283059457945756–
case10480_goc_polar96750150874ok70183.2532.31465e+061.1e-07007171717170ok683.3472.31465e+065.4e-091512776969696968–
case10480_goc_rect96750161354t3000600.0002.24786e+061.4e-01001532225251532230643000i300067.9992.35807e+063.1e+003129314830922998316430243000–
case118_ieee_polar10881539ok290.23197213.66.9e-09003130313029ok280.18997213.67.6e-1044843429342928ok280.14897213.67.6e-1045853229322928
case118_ieee_rect10881657ok290.85297213.66.9e-09003130313029ok270.15197213.66.6e-0943723128312827ok270.15197213.66.6e-0945853128312827
case1354_pegase_polar1119216646ok494.0131.25884e+062.5e-08007250725049ok530.4311.25884e+069.4e-091031489154915453ok530.4321.25884e+069.4e-091031589154915453
case1354_pegase_rect1119218000ok504.4711.25884e+062.5e-08008951895150ok530.4171.25884e+069.4e-091021479154915453ok530.4201.25884e+069.4e-091031509154915453
case13659_pegase_polar117370170588ok6675.7828.94805e+067.1e-08007967796766ok642.8788.94805e+068.6e-091571586965696564–
case13659_pegase_rect117370184247ok5968.7058.94805e+067.1e-08006360636059ok642.8738.94805e+068.2e-091581537365736564–
case14_ieee_polar118169ok150.3622178.083.1e-13001816181615ok160.0802178.082.6e-1516602117211716ok160.0792178.084.6e-1516562117211716
case14_ieee_rect118183ok150.4392178.088.2e-14001716171615ok150.0772178.082.2e-1515502016201615ok150.0872178.087.1e-1515562016201615
case162_ieee_dtc_polar14842313ok271.0171080765.1e-10003728372827ok390.2191080768.2e-14661134640464039ok390.2081080768.2e-1468904640464039
case162_ieee_dtc_rect14842475ok270.5751080762.9e-10003928392827ok420.2691080768.2e-14721355243524342ok420.2511080767.8e-14721195043504342
case179_goc_polar14682200ok461.1077542661.5e-11005147514746ok410.3277542661.9e-09942938642864241ok340.1977542663.6e-1278985935593534
case179_goc_rect14682379ok470.7877542661.4e-11005548554847ok320.2547542661.2e-1174955833583332ok320.2057542661.5e-11711225833583332
case1803_snem_polar1524623172ok667.70398334.55.9e-10007667766766ok650.48298334.55.2e-091261677166716665ok670.51198334.55.2e-091321988768876867
case1803_snem_rect1524624975ok669.81398334.55.5e-10007767776766ok630.53198334.55.1e-091411277464746463ok630.47398334.55.1e-091421417464746463
case1888_rte_polar1448021494ok16416.3491.40253e+061.9e-0900461165461170164i300028.3011.69134e+061.9e-0253836290623429891233530252988i300031.2461.69116e+063.0e-02603255961034230011621730233000
case1888_rte_rect1448023382ok759.6651.40253e+064.7e-1000123751237875i300031.3871.65445e+061.9e-0256726708850830011464430153000i300029.5081.65211e+061.9e-0262045676855429851164730272984
case19402_goc_polar179562281733t75600.0001.97782e+061.8e-09007676767675ok725.7431.97781e+069.5e-101602767373737372–
case19402_goc_rect179562301135ok74218.3741.97782e+061.8e-09007575757574ok725.7481.97781e+061.7e-091612737373737372–
case1951_rte_polar1501822075ok818.1682.08558e+063.7e-0700153821538681ok9367.7522.08558e+063.3e-092271154410919371091939936ok10539.7182.08558e+064.9e-092402177715191054223010561053
case1951_rte_rect1501824026ok13413.9002.08558e+063.7e-0700287129287139134ok8408.2672.08558e+067.0e-092035150613468411415844840–
case197_snem_polar16082397ok220.6411.501652.0e-08002323232322ok310.2641.501653.2e-11593203232323231ok340.2761.501651.1e-11693453535353534
case197_snem_rect16082594ok220.5601.501651.6e-08002323232322ok340.2891.501651.5e-11693463535353534ok350.2781.501655.0e-12713303636363635
case2000_goc_polar1900829432ok437.4489734328.1e-10004444444443ok420.5799734321.2e-10771214943494342–
case2000_goc_rect1900831432ok437.2239734329.3e-10004444444443ok430.5479734321.2e-10791315844584443ok430.5669734321.2e-10811405844584443
case200_activ_polar14562116ok200.34827557.61.1e-09002321232120ok190.11427557.61.9e-0929682320232019ok190.11427557.61.9e-0929682320232019
case200_activ_rect14562316ok200.41027557.61.1e-09002321232120ok190.12327557.61.8e-0927862320232019ok190.12627557.61.8e-0929802320232019
case20758_epigrids_polar179236274918ok69339.9762.64014e+063.5e-07007270727069ok18213.0852.61863e+064.8e-094501663267183267183182–
case20758_epigrids_rect179236295676t3000600.0002.74588e+069.7e+00005080619508930523000i300074.9612.73958e+063.3e+013139314931512998320230212999–
case2312_goc_polar1712825716ok468.7304413302.3e-13005847584746ok450.7604413301.1e-131073214646464645ok450.7424413302.3e-131073134646464645
case2312_goc_rect1712828028ok466.3144413301.1e-13005947594746ok460.7314413302.3e-131093084847484746ok460.7284413302.3e-131093084847484746
case2383wp_k_polar1700425039ok6011.0891.86819e+061.1e-08006161616160ok580.5951.86819e+061.2e-09115775959595958ok580.5801.86819e+061.2e-09115775959595958
case2383wp_k_rect1700427422ok6010.1821.86819e+061.1e-08006161616160ok580.5691.86819e+061.2e-09115795959595958ok580.5531.86819e+061.2e-09115815959595958
case240_pserc_polar25583617ok1612.5183.32967e+069.1e-0900711162711162161ok1361.4823.32967e+062.3e-10289570601137601137136ok1361.1313.32967e+062.3e-10289580601137601137136
case240_pserc_rect25583857ok1642.9113.32967e+069.1e-0900741165741165164ok1361.2133.32967e+061.2e-10289595611137611137136ok1361.1543.32967e+061.2e-10289580606137606137136
case24464_goc_polar203374313641t148600.0002.62953e+068.4e-0600149149149149148ok655.3192.62953e+069.9e-131482936966696665–
case24464_goc_rect203374338105t77600.0002.62953e+064.4e-06007878787877ok635.3472.62953e+062.7e-101432886564656463–
case24_ieee_rts_polar266315ok190.32363352.21.1e-09002120212019ok220.13363352.21.6e-14311332923292322ok220.10563352.21.3e-1433612923292322
case24_ieee_rts_rect266339ok190.23063352.21.1e-09002120212019ok220.16963352.21.3e-1432992923292322ok220.10863352.21.6e-1433612923292322
case2736sp_k_polar1908828356ok417.1591.30801e+061.0e-09004242424241ok440.5371.30801e+061.1e-1285764545454544–
case2736sp_k_rect1908831092ok408.9361.30801e+061.0e-09004141414140ok440.6331.30801e+061.1e-121002054545454544–
case2737sop_k_polar1898828358ok345.9227777282.0e-10003535353534ok330.3977777271.5e-1164613434343433–
case2737sop_k_rect1898831095ok346.2127777282.0e-10003535353534ok330.4087777271.5e-1165653434343433–
case2742_goc_polar2454038196ok10627.1342757054.1e-1000263107263108106ok2353.6932757051.6e-09553589487236487237235–
case2742_goc_rect2454040938ok18449.2212757054.1e-1000451185451187184ok2383.4222757052.0e-10556569463239464241238–
case2746wop_k_polar1958228642ok386.7931.20826e+062.8e-08003939393938ok380.5571.20826e+067.5e-09902074139413938–
case2746wop_k_rect1958231388ok366.4851.20826e+062.2e-07003737373736ok380.5601.20826e+067.5e-09901964039403938–
case2746wp_k_polar1952028446ok416.1951.63171e+065.2e-08004242424241ok420.5021.63171e+069.6e-1097854343434342–
case2746wp_k_rect1952031192ok417.3361.63171e+065.8e-08004342434241ok420.5871.63171e+063.9e-10952074343434342–
case2848_rte_polar2182232129ok8713.1201.28661e+063.4e-0900133831339087ok117511.4981.28661e+068.2e-092907214413841176138411781175–
case2848_rte_rect2182234977ok9113.7851.28661e+063.4e-0900180861809591ok4194.4451.28661e+065.8e-091025513435420436422419–
case2853_sdet_polar2302833154ok5610.0732.05239e+061.4e-13005957595756ok560.8852.05239e+065.9e-101302665757575756–
case2853_sdet_rect2302836007ok539.1932.05239e+061.4e-13005654565453ok540.8392.05239e+061.4e-091262645555555554–
case2868_rte_polar2209032393ok9215.9782.00961e+063.3e-0900161871619592ok104812.2092.0096e+067.1e-102619223711711049117110521048–
case2868_rte_rect2209035261ok15125.9282.00961e+063.3e-0900559135559154151ok2322.3352.0096e+064.1e-09526351258233259235232–
case2869_pegase_polar2508637813ok5911.7712.46279e+064.3e-08007560756059ok610.7532.46279e+068.3e-091201287562756261–
case2869_pegase_rect2508640682ok6012.5102.46279e+064.3e-08007961796160ok610.6942.46279e+068.3e-091201307562756261–
case30000_goc_polar208624307752ok160409.8831.14233e+062.6e-0900204161204161160ok1638.2501.14233e+064.4e-10384548195164195164163–
case30000_goc_rect208624337752t3000600.0001.44386e+068.9e+00003997162401030163000i300078.7111.72385e+063.1e+003212347432932998334330363000–
case300_ieee_polar23823478ok330.8555652203.2e-08004034403433ok500.2875652201.8e-12911298351835150ok480.2755652201.8e-12881118149814948
case300_ieee_rect23823778ok330.7725652203.2e-08003934393433ok490.2915652201.8e-12901388750875049ok470.2855652201.8e-12861268548854847
case3012wp_k_polar2108231029ok6212.8622.60084e+061.9e-07006363636362ok620.7122.60084e+062.8e-091402616363636362–
case3012wp_k_rect2108234041ok629.2522.60084e+061.9e-07006563656362ok610.6902.60084e+062.8e-091392616462646261–
case3022_goc_polar2323834990ok5811.8956013849.3e-10005959595958ok530.9786013842.7e-101274635954595453–
case3022_goc_rect2323838012t3000600.0006131678.0e+00005010864501530763000f2152.7886283102.6e+00396756297213396243216–
case30_as_polar236348ok110.164803.1274.1e-10001212121211ok130.074803.1277.4e-1513491614161413ok130.074803.1277.1e-1513461614161413
case30_as_rect236378ok110.593803.1273.5e-10001412141211ok130.086803.1279.5e-1513431614161413ok130.078803.1279.3e-1513441614161413
case30_ieee_polar236348ok180.2288208.521.5e-14002319231918ok250.1238208.515.4e-1526784026402625ok250.1228208.511.0e-1425784026402625
case30_ieee_rect236378ok180.6678208.521.2e-14002319231918ok200.1028208.517.6e-1520692321232120ok200.1058208.515.7e-1520692321232120
case3120sp_k_polar2160832092ok589.6282.14797e+065.1e-09005959595958ok530.7292.14797e+063.9e-091232615554555453–
case3120sp_k_rect2160835212ok5810.3812.14797e+065.0e-09005959595958ok530.7952.14797e+063.9e-091232605454545453–
case3375wp_k_polar2435035876ok6310.4927.43817e+061.1e-06006464646463ok600.9007.43817e+063.3e-101392826161616160–
case3375wp_k_rect2435039250ok6811.8257.43817e+061.1e-06006969696968ok610.9107.43817e+063.7e-091402736262626261–
case3970_goc_polar3527054428ok6620.8999609852.5e-10006767676766ok501.2079609844.0e-101153185151515150–
case3970_goc_rect3527058398ok6620.6769609852.5e-10006767676766ok501.2399609844.0e-101153235151515150–
case39_epri_polar282401ok260.3421384165.7e-14005527552726ok420.2321384164.6e-1471142106431064342ok420.2251384164.0e-1472133101431014342
case39_epri_rect282440ok270.5951384165.1e-14005728572827ok420.2301384164.3e-1473126101431014342ok420.2111384164.7e-1474106101431014342
case3_lmbd_polar2428ok160.2085812.649.1e-13001717171716ok200.1075812.649.1e-1320372221222120ok200.0755812.649.1e-1320372221222120
case3_lmbd_rect2431ok150.5445812.648.0e-15001616161615ok210.0825812.649.1e-1321372322232221ok210.0815812.649.1e-1321392322232221
case4020_goc_polar3669656957ok6024.8588222475.4e-05006161616160ok611.4448222463.3e-121372576262626261–
case4020_goc_rect3669660977ok6229.6758222475.4e-05006363636362ok621.4348222463.3e-121422606363636362–
case4601_goc_polar3881459596ok7324.5128262423.8e-09007474747473ok691.5038262401.5e-111533347070707069–
case4601_goc_rect3881464197ok7326.3458262423.8e-09007574757473ok691.5268262401.5e-111533567070707069–
case4619_goc_polar4253266289ok5022.9314767041.8e-09005151515150ok521.3634767036.9e-121182815353535352–
case4619_goc_rect4253270908ok5020.4814767041.8e-09005151515150ok511.3934767034.4e-101162555252525251–
case4661_sdet_polar3475851302ok5620.0622.25134e+066.3e-08005757575756ok651.8872.25134e+066.9e-101482876666666665–
case4661_sdet_rect3475855963ok5517.3182.25134e+069.1e-10005756575655ok641.8002.25134e+065.6e-101462846565656564–
case4837_goc_polar4139864030ok5920.5398722559.3e-10006960696059ok581.2678722554.5e-131322805959595958–
case4837_goc_rect4139868867ok5921.1048722559.0e-10006960696059ok581.2938722556.8e-131322695959595958–
case4917_goc_polar3787256917ok6518.5701.38779e+062.3e-13006866686665ok581.2951.38779e+067.4e-101373686259625958–
case4917_goc_rect3787261834ok6620.0461.38779e+062.3e-13007167716766ok811.6541.38779e+064.6e-09198480100821008381–
case500_goc_polar42546097ok401.1274549464.5e-08004141414140ok400.2504549462.0e-09721044141414140ok400.2494549462.0e-09721134141414140
case500_goc_rect42546597ok411.2434549464.0e-08004242424241ok400.2784549466.0e-10721024141414140ok400.2274549462.0e-0973874141414140
case5658_epigrids_polar4855274821ok5120.5161.20731e+065.1e-12007152715251ok491.3481.20731e+065.9e-121162795550555049–
case5658_epigrids_rect4855280479ok5022.5721.20731e+064.8e-12007451745150ok551.5051.20731e+065.9e-121272787756775655–
case57_ieee_polar448675ok150.27237589.33.7e-11001616161615ok190.15537589.35.7e-14211082220222019ok190.11837589.33.6e-1421992220222019
case57_ieee_rect448732ok150.39037589.33.6e-11001616161615ok190.12937589.36.0e-1424982420242019ok190.13837589.36.4e-14251252420242019
case588_sdet_polar41105979ok351.0053131401.0e-09003636363635ok350.2673131402.0e-11821943636363635ok350.2743131402.0e-11822133636363635
case588_sdet_rect41106567ok351.3443131401.0e-09003636363635ok330.2653131404.8e-09771774434443433ok330.2533131406.4e-09771774434443433
case5_pjm_polar4453ok210.62717551.93.5e-14002822282221ok290.14517551.93.3e-14411075530553029ok300.14817551.91.9e-14441005531553130
case5_pjm_rect4458ok210.55017551.93.6e-14002822282221ok290.16817551.92.4e-14421275330533029ok290.15717551.93.5e-1444945530553029
case60_c_polar518737ok270.36692693.72.9e-08003528352827ok290.16292693.71.1e-10521164330433029ok280.15092693.79.4e-1152954229422928
case60_c_rect518797ok270.54492693.71.4e-09003528352827ok280.16292693.73.4e-1362964429442928ok280.20192693.73.7e-13641654429442928
case6468_rte_polar4973475937ok14650.0352.06973e+061.9e-0900287140287150146ok98214.0432.06973e+061.9e-092375187612839831286985982–
case6468_rte_rect4973482405ok16771.5822.06973e+061.9e-0900350161350171167ok4006.1012.06973e+061.9e-09921964486401491403400–
case6470_rte_polar5048275976ok9231.3822.23757e+061.9e-0900119871199492ok105614.9502.23757e+061.9e-092651188312571057126210601056–
case6470_rte_rect5048282446ok9836.2342.23757e+061.9e-09001659416610098ok163025.5142.23757e+061.9e-094026285217231631172816351630–
case6495_rte_polar5042676124ok18172.4703.06783e+061.9e-0900218176218183181ok189136.9353.06782e+062.9e-094610443342971892476718991891–
case6495_rte_rect5042682619ok17873.1303.06783e+061.9e-0900220174220180178ok193833.2233.06782e+063.0e-094794373936771939379619431938–
case6515_rte_polar5054676290ok13750.3312.8255e+061.9e-0900189131189139137ok113316.9332.8255e+061.9e-092716170812791134128111381133–
case6515_rte_rect5054682805ok13461.4832.8255e+061.9e-0900201130201136134ok5799.3272.8255e+061.9e-0914201139664580671583579–
case7336_epigrids_polar6211695306ok5026.8441.88239e+061.1e-07005251525150ok551.9221.88239e+063.4e-091272985756575655–
case7336_epigrids_rect62116102642ok5739.7991.88239e+061.1e-07006556655957ok541.9051.88239e+063.1e-091243045655565554–
case73_ieee_rts_polar824987ok240.3501897642.3e-13002525252524ok270.1871897644.1e-14441073528352827ok270.1321897642.4e-1443803328332827
case73_ieee_rts_rect8241060ok240.3441897642.1e-13002625262524ok270.1411897642.7e-1444953328332827ok270.1391897643.0e-1443843328332827
case78484_epigrids_polar6745621039062t59600.0001.53375e+077.6e-01006060606059ok10321.9151.53159e+071.2e-09224378104104104104103–
case78484_epigrids_rect6745621117540t57600.0001.5341e+079.9e-01006058605857ok10322.0111.53159e+071.2e-09224373104104104104103–
case793_goc_polar54327978ok371.3522601981.8e-11005438543837ok370.2402601981.3e-1285793838383837ok370.2302601986.0e-1372863838383837
case793_goc_rect54328771ok361.3092601982.0e-11005137513736ok370.2662601986.0e-1386733938393837ok370.2862601985.7e-13852053938393837
case8387_pegase_polar78748118702ok7863.9562.77139e+061.8e-12007979797978ok2618.1602.77139e+061.9e-106461330316262316262261–
case8387_pegase_rect78748127089ok8061.2342.77139e+068.5e-12008681868180ok2637.9562.77139e+061.9e-106511018311264311264263–
case89_pegase_polar10421649ok310.4161072861.9e-07006632663231ok280.1591072862.9e-1148753129312928ok280.1581072862.9e-1148723129312928
case89_pegase_rect10421738ok310.3761072861.9e-07006732673231ok290.1701072862.9e-1151613130313029ok290.1521072862.9e-1151683130313029
case9241_pegase_polar85568130826ok7462.3766.24309e+063.9e-08008175817574i3000112.4466.24278e+062.3e-066021138802722230012722230013000–
case9241_pegase_rect85568140067ok7662.7586.24309e+064.6e-05008977897776i3000121.2836.24276e+062.5e-066021139202968530012968530013000–
case9591_goc_polar83572130588ok7096.8001.06168e+066.3e-07007871787170ok642.9191.06168e+064.6e-111453236565656564–
case9591_goc_rect83572140179ok7092.8811.06168e+066.2e-07008471847170ok642.8511.06168e+061.5e-111442696565656564–