From b3a9c8885a6e23071b4911ffc499c54d9bb2e45e Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?St=C3=A9phane=20Caron?= Date: Mon, 27 Nov 2023 10:12:22 +0100 Subject: [PATCH] Re-run Maros-Meszaros test set with mid_accuracy settings --- maros_meszaros/results/maros_meszaros.csv | 554 +++++++++++++++------- maros_meszaros/results/maros_meszaros.md | 118 ++--- 2 files changed, 453 insertions(+), 219 deletions(-) diff --git a/maros_meszaros/results/maros_meszaros.csv b/maros_meszaros/results/maros_meszaros.csv index 0e56e00..72627b4 100644 --- a/maros_meszaros/results/maros_meszaros.csv +++ b/maros_meszaros/results/maros_meszaros.csv @@ -66,7 +66,7 @@ AUG2DC,scs,mid_accuracy,0.3188292169979831,True,1.1969270019562828e-10,3.1967317 AUG2DCQP,clarabel,default,0.4373355799998535,True,2.8421709430404014e-14,1.187090693288336e-11,0.0056031978613901,0.0595521377399563 AUG2DCQP,clarabel,high_accuracy,1.4195772630009742,False,inf,inf,inf, AUG2DCQP,clarabel,low_accuracy,0.454994040001111,True,2.1316282072803012e-14,9.38988322298372e-13,0.0003289405490107,0.0604577409103512 -AUG2DCQP,clarabel,mid_accuracy,0.4511895470022864,True,2.1316282072803012e-14,7.520813782641615e-13,5.628335060237077e-07,0.0605265265330672 +AUG2DCQP,clarabel,mid_accuracy,0.4511895470022864,True,2.1316282072803012e-14,7.520813782641619e-13,5.628335060237077e-07,0.0605265265330672 AUG2DCQP,cvxopt,default,172.5413222870011,True,2.8421709430404014e-14,1.8189894035458565e-12,0.3239262604275836,0.0227220868691802 AUG2DCQP,cvxopt,high_accuracy,172.53676045599968,True,2.8421709430404014e-14,1.8189894035458565e-12,0.3239262604275836,0.0227220868691802 AUG2DCQP,cvxopt,low_accuracy,172.64382973199827,True,2.8421709430404014e-14,1.8189894035458565e-12,0.3239262604275836,0.0227220868691802 @@ -192,7 +192,7 @@ AUG3DC,scs,high_accuracy,0.0257944989989482,True,2.4868995751603507e-14,4.218847 AUG3DC,scs,low_accuracy,0.0210926390009262,True,2.411463639884204e-08,1.6659005064312282e-08,5.4711503253201954e-05,1.490995009589824e-05 AUG3DC,scs,mid_accuracy,0.0426706749985896,True,2.4868995751603507e-14,4.218847493575595e-15,4.320099833421409e-12,1.3110393410897814e-06 AUG3DCQP,clarabel,default,0.0602693370001361,True,1.9984014443252818e-15,1.7763568394002505e-15,3.3409750699320284e-06,1.7205308040502132e-06 -AUG3DCQP,clarabel,high_accuracy,0.0682101999991573,True,1.3766765505351941e-14,6.778345246205576e-14,5.449862783279962e-10,3.4745236234812182e-06 +AUG3DCQP,clarabel,high_accuracy,0.0682101999991573,True,1.3766765505351941e-14,6.778345246205576e-14,5.44986278327996e-10,3.4745236234812182e-06 AUG3DCQP,clarabel,low_accuracy,0.0507653690001461,True,2.220446049250313e-15,3.998342644200324e-13,0.0002535832333876,0.0001077777141063 AUG3DCQP,clarabel,mid_accuracy,0.0595080269995378,True,1.7763568394002505e-15,1.889846190584902e-15,2.949446979982895e-07,3.29938450249756e-06 AUG3DCQP,cvxopt,default,5.007450009999957,True,2.220446049250313e-15,2.664535259100376e-15,8.917793033447197e-05,5.290076421715639e-05 @@ -226,27 +226,27 @@ AUG3DCQP,scs,mid_accuracy,0.1807312099990667,True,4.943640746768452e-07,2.634412 AUG3DQP,clarabel,default,0.0661056519966223,True,2.664535259100376e-15,8.666150276234219e-13,1.951611261929997e-06,1.9879698811564595e-06 AUG3DQP,clarabel,high_accuracy,0.0823014199995668,True,2.220446049250313e-15,1.6591759721364856e-14,7.06564584618263e-10,1.2751843314617872e-06 AUG3DQP,clarabel,low_accuracy,0.0539333440028713,True,2.664535259100376e-15,1.7763568394002505e-15,0.0002355190937777,8.540986664229422e-05 -AUG3DQP,clarabel,mid_accuracy,0.08172586499995305,True,1.9984014443252818e-15,4.0178983119645677e-13,4.1757583346679894e-07,1.427555162081262e-06 +AUG3DQP,clarabel,mid_accuracy,0.081725864999953,True,1.9984014443252818e-15,4.017898311964568e-13,4.1757583346679894e-07,1.427555162081262e-06 AUG3DQP,cvxopt,default,5.238164192996919,True,2.664535259100376e-15,2.220446049250313e-15,0.0001477945396413,7.279649025804247e-05 AUG3DQP,cvxopt,high_accuracy,5.259694315995148,True,2.664535259100376e-15,2.220446049250313e-15,0.0001477945396413,7.279649025804247e-05 AUG3DQP,cvxopt,low_accuracy,5.253372457002115,True,2.664535259100376e-15,2.220446049250313e-15,0.0001477945396413,7.279649025804247e-05 -AUG3DQP,cvxopt,mid_accuracy,5.186769436999839,True,3.552713678800501e-15,2.220446049250313e-15,0.00014779453989799407,7.279649025804247e-05 +AUG3DQP,cvxopt,mid_accuracy,5.186769436999839,True,3.552713678800501e-15,2.220446049250313e-15,0.0001477945398979,7.279649025804247e-05 AUG3DQP,gurobi,default,0.0747930080033256,False,inf,inf,inf, AUG3DQP,gurobi,high_accuracy,0.0355857999966247,False,inf,inf,inf, AUG3DQP,gurobi,low_accuracy,0.0348395780019927,False,inf,inf,inf, -AUG3DQP,gurobi,mid_accuracy,0.05756991999987804,False,inf,inf,inf, +AUG3DQP,gurobi,mid_accuracy,0.057569919999878,False,inf,inf,inf, AUG3DQP,highs,default,1000.0110527189972,False,inf,inf,inf, AUG3DQP,highs,high_accuracy,1000.010359093998,False,inf,inf,inf, AUG3DQP,highs,low_accuracy,1000.0103853089968,False,inf,inf,inf, -AUG3DQP,highs,mid_accuracy,23.726719053000124,True,3.375077994860476e-14,4.443692901538142e-07,0.0007944075674091167,1.27492921819794e-06 +AUG3DQP,highs,mid_accuracy,23.726719053000124,True,3.3750779948604765e-14,4.443692901538142e-07,0.0007944075674091,1.27492921819794e-06 AUG3DQP,osqp,default,0.0208789809985319,True,1.7050380564598075e-05,5.138740422338247e-05,0.0139384823778292,0.0029158696129343 AUG3DQP,osqp,high_accuracy,0.035528565000277,True,1.7095780646314594e-12,2.7356730358646752e-11,5.350386800273554e-11,1.2749442248605192e-06 AUG3DQP,osqp,low_accuracy,0.0208783570051309,True,1.7050380564598075e-05,5.138740422338247e-05,0.0139384823778292,0.0029158696129343 -AUG3DQP,osqp,mid_accuracy,0.02589545000000726,True,2.240570719454255e-08,3.238374536164501e-07,1.305262991024847e-07,1.6125463844218757e-06 +AUG3DQP,osqp,mid_accuracy,0.0258954500000072,True,2.2405707194542552e-08,3.238374536164501e-07,1.305262991024847e-07,1.6125463844218757e-06 AUG3DQP,piqp,default,0.0232721819993457,True,2.220446049250313e-15,1.029493330861886e-14,1.8876775333964704e-06,2.155571110051824e-06 AUG3DQP,piqp,high_accuracy,0.0304031079995183,True,1.7763568394002505e-15,8.881784197001252e-16,8.56581916508503e-10,1.2753234841511585e-06 AUG3DQP,piqp,low_accuracy,0.0183648999991419,True,2.664535259100376e-15,2.2596393857504004e-11,0.0006067081279055,0.0002842023163793 -AUG3DQP,piqp,mid_accuracy,0.024431613000160723,True,1.7763568394002505e-15,3.975013813115394e-15,2.7562161797334284e-07,1.4035099411557894e-06 +AUG3DQP,piqp,mid_accuracy,0.0244316130001607,True,1.7763568394002505e-15,3.975013813115394e-15,2.756216179733429e-07,1.4035099411557894e-06 AUG3DQP,proxqp,default,2.602357857002062,True,2.6171099246907e-07,4.41644498749838e-11,4.7746247449964585e-05,4.6448602915916126e-05 AUG3DQP,proxqp,high_accuracy,2.875613939002505,True,1.98542342285163e-13,1.7763568394002505e-15,3.504574408452754e-11,1.27488829093636e-06 AUG3DQP,proxqp,low_accuracy,2.575361226998212,True,2.6171099246907e-07,4.41644498749838e-11,4.7746247449964585e-05,4.6448602915916126e-05 @@ -254,7 +254,7 @@ AUG3DQP,proxqp,mid_accuracy,2.616852163999738,True,2.4038846204709727e-09,5.1003 AUG3DQP,scs,default,0.0712082919999375,True,0.000359461857243,3.542771285469648e-05,9.257519598460108e-06,0.0012357268733467 AUG3DQP,scs,high_accuracy,0.0949154699992504,True,6.782094073138799e-13,4.359768102091266e-11,1.9689494479280256e-10,1.2772370610036887e-06 AUG3DQP,scs,low_accuracy,0.0718136059949756,True,0.000359461857243,3.542771285469648e-05,9.257519598460108e-06,0.0012357268733467 -AUG3DQP,scs,mid_accuracy,0.10675638699967749,True,8.163957507838161e-10,6.410332265005536e-10,1.3804246634663286e-10,1.2582072486111429e-06 +AUG3DQP,scs,mid_accuracy,0.1067563869996774,True,8.163957507838161e-10,6.410332265005532e-10,1.3804246634663286e-10,1.2582072486111429e-06 BOYD1,clarabel,default,5.466436014001374,True,0.033203125,122.56994175428804,0.0811322107911109,1313.098023146391 BOYD1,clarabel,high_accuracy,21.122583967000537,False,inf,inf,inf, BOYD1,clarabel,low_accuracy,5.437641162003274,True,0.04638671875,122.57051570638248,0.0008145570755004,1313.052455484867 @@ -262,15 +262,15 @@ BOYD1,clarabel,mid_accuracy,4.9185313099997074,True,0.0732421875,144.62376682484 BOYD1,cvxopt,default,31.379373557996587,True,0.041015625,5.529727786779404e-10,0.4394055716693401,0.4117111563682556 BOYD1,cvxopt,high_accuracy,31.353035710002587,True,0.041015625,5.529727786779404e-10,0.4394055716693401,0.4117111563682556 BOYD1,cvxopt,low_accuracy,31.44719562699902,True,0.041015625,5.529727786779404e-10,0.4394055716693401,0.4117111563682556 -BOYD1,cvxopt,mid_accuracy,30.424120939000204,True,0.041015625,5.529727786779404e-10,0.43940557166934013,0.4117111563682556 +BOYD1,cvxopt,mid_accuracy,30.424120939000204,True,0.041015625,5.529727786779404e-10,0.4394055716693401,0.4117111563682556 BOYD1,gurobi,default,0.9189174459970672,False,inf,inf,inf, BOYD1,gurobi,high_accuracy,0.8624634459993104,False,inf,inf,inf, BOYD1,gurobi,low_accuracy,0.9002337729980354,False,inf,inf,inf, -BOYD1,gurobi,mid_accuracy,0.9068075850000241,False,inf,inf,inf, +BOYD1,gurobi,mid_accuracy,0.906807585000024,False,inf,inf,inf, BOYD1,highs,default,1000.3088252630114,False,inf,inf,inf, BOYD1,highs,high_accuracy,1000.2518706980044,False,inf,inf,inf, BOYD1,highs,low_accuracy,1000.4734306969912,False,inf,inf,inf, -BOYD1,highs,mid_accuracy,1000.2812268099997,False,inf,inf,inf, +BOYD1,highs,mid_accuracy,1000.2812268099996,False,inf,inf,inf, BOYD1,osqp,default,0.8498233279970009,True,84061.20852661133,1544.6967268194308,34983570011.70668,1103921296.6151228 BOYD1,osqp,high_accuracy,23.92816534199665,False,inf,inf,inf, BOYD1,osqp,low_accuracy,23.87217197300197,False,inf,inf,inf, @@ -322,7 +322,7 @@ BOYD2,scs,mid_accuracy,1000.7874397050036,False,inf,inf,inf, CONT-050,clarabel,default,0.1206256990008114,True,1.7763568394002505e-14,8.326672684688674e-17,2.3275193994365395e-09,4.247227458620273e-09 CONT-050,clarabel,high_accuracy,0.1218285760005528,True,3.12194714524594e-13,6.648010837040054e-17,2.289668454835692e-11,4.324537172806231e-09 CONT-050,clarabel,low_accuracy,0.1057108420009171,True,8.78408457083424e-13,7.0089805863366e-17,2.3275213412166098e-07,3.423978434113905e-09 -CONT-050,clarabel,mid_accuracy,0.1011145520005811,True,8.615330671091219e-13,5.994321804054145e-17,2.284837484767266e-07,3.205023801911011e-09 +CONT-050,clarabel,mid_accuracy,0.1011145520005811,True,8.61533067109122e-13,5.994321804054145e-17,2.284837484767266e-07,3.205023801911011e-09 CONT-050,cvxopt,default,3.018988207999428,True,2.220446049250313e-15,1.1102230246251563e-16,8.638879400724164e-08,4.3540016037013614e-10 CONT-050,cvxopt,high_accuracy,3.0345118929999444,True,2.220446049250313e-15,1.1102230246251563e-16,8.638879400724164e-08,4.3540016037013614e-10 CONT-050,cvxopt,low_accuracy,3.047857921999821,True,2.220446049250313e-15,1.1102230246251563e-16,8.638879400724164e-08,4.3540016037013614e-10 @@ -354,27 +354,35 @@ CONT-050,scs,mid_accuracy,1.4811413870011163,True,5.705014238799322e-10,8.659031 CONT-100,clarabel,default,0.9518825910054148,True,5.5955240441107896e-14,7.962113819413971e-17,1.4278663473810129e-08,3.1374636222381014e-08 CONT-100,clarabel,high_accuracy,0.9964424069985398,True,4.8849813083506894e-14,1.3877787807814454e-16,1.4219214694577429e-10,3.123685843320345e-08 CONT-100,clarabel,low_accuracy,0.9137082090019248,True,5.5955240441107896e-14,7.962113819413971e-17,1.4278663473810129e-08,3.1374636222381014e-08 +CONT-100,clarabel,mid_accuracy,0.8748428920007427,True,5.595524044110789e-14,1.1102230246251565e-16,1.397030713334857e-08,3.1366400143895135e-08 CONT-100,cvxopt,default,40.0673264750003,True,2.220446049250313e-15,1.1102230246251563e-16,3.513592605752791e-08,3.286107297384433e-08 CONT-100,cvxopt,high_accuracy,40.7714693750022,True,2.220446049250313e-15,1.1102230246251563e-16,3.513592605752791e-08,3.286107297384433e-08 CONT-100,cvxopt,low_accuracy,39.983500921000086,True,2.220446049250313e-15,1.1102230246251563e-16,3.513592605752791e-08,3.286107297384433e-08 +CONT-100,cvxopt,mid_accuracy,40.05121992799832,True,2.220446049250313e-15,9.049873385521336e-17,3.513593149762073e-08,3.286107563837959e-08 CONT-100,gurobi,default,0.114786581005319,False,inf,inf,inf, CONT-100,gurobi,high_accuracy,0.1286950929934391,False,inf,inf,inf, CONT-100,gurobi,low_accuracy,0.1283871749983518,False,inf,inf,inf, +CONT-100,gurobi,mid_accuracy,0.15408796900010202,False,inf,inf,inf, CONT-100,highs,default,1000.0585968979868,False,inf,inf,inf, CONT-100,highs,high_accuracy,1000.025776118011,False,inf,inf,inf, CONT-100,highs,low_accuracy,1000.0252868210082,False,inf,inf,inf, +CONT-100,highs,mid_accuracy,218.44048749800277,False,inf,inf,inf, CONT-100,osqp,default,0.1314744549963507,True,0.0028871756594357,1.7806331288036705e-07,0.0050883648045456,0.0577502858808447 CONT-100,osqp,high_accuracy,9.715190109003744,False,inf,inf,inf, CONT-100,osqp,low_accuracy,9.492267690999142,True,0.0009765188007908,3.3855610149919386e-05,0.0144691977515206,0.0002698124324815 +CONT-100,osqp,mid_accuracy,11.052021318002517,False,inf,inf,inf, CONT-100,piqp,default,0.5969207660000393,True,4.884981308350689e-15,1.0685486051964991e-11,8.353655545079161e-10,3.1329422611747766e-08 CONT-100,piqp,high_accuracy,0.6055638959987846,True,4.884981308350689e-15,1.0685486051964991e-11,8.353655545079161e-10,3.1329422611747766e-08 CONT-100,piqp,low_accuracy,0.5280336619998707,True,1.2189804721174367e-11,1.727718523211147e-08,3.719248684286303e-05,9.60921060944031e-07 +CONT-100,piqp,mid_accuracy,0.5406931340003212,True,2.793321129956894e-13,4.950762914113329e-10,1.417403319159405e-07,4.0533093326189373e-08 CONT-100,proxqp,default,756.4715271460009,True,1.7312267068803069e-06,7.060174722338409e-08,0.0006686131682855,3.876443232453397e-05 CONT-100,proxqp,high_accuracy,1066.7887567590003,True,1.591171638892775e-12,1.4461196996828907e-14,1.5465839720008034e-10,3.1271385481090874e-08 CONT-100,proxqp,low_accuracy,749.7731235329993,True,1.7312267068803069e-06,7.060174722338409e-08,0.0006686131682855,3.876443232453397e-05 +CONT-100,proxqp,mid_accuracy,907.4770586070008,True,1.8708489424312802e-08,3.285862977108617e-11,2.3352087241690356e-07,2.3999967346810536e-08 CONT-100,scs,default,11.184098243000337,True,0.0005768702439694,4.136454711758552e-08,1.0017758921287978e-06,0.0001437376592781 CONT-100,scs,high_accuracy,26.93299150800157,True,3.602851350592573e-11,3.8690184465516725e-11,5.535205627182904e-11,3.180084728882093e-08 CONT-100,scs,low_accuracy,7.985893083001429,True,0.0005591899295063,1.6013502746048403e-09,1.4878482834657092e-06,0.0001431925430637 +CONT-100,scs,mid_accuracy,39.793725645999075,True,4.751443238859565e-09,1.0463363451986441e-08,1.157954577779563e-07,7.446446064207635e-07 CONT-101,clarabel,default,1.0836428049988172,True,5.3925734317717366e-14,9.288827756074358e-14,6.196934683500723e-10,5.3167980018642425e-09 CONT-101,clarabel,high_accuracy,1.1632422350012348,True,7.105427357601002e-15,1.3019874147760053e-15,6.085257469572989e-12,5.323486096386887e-09 CONT-101,clarabel,low_accuracy,0.965080076999584,True,3.1974423109204515e-14,6.244861179626875e-13,6.571706707593287e-06,6.177461886469615e-08 @@ -442,11 +450,11 @@ CONT-200,scs,mid_accuracy,1001.0496818870016,False,inf,inf,inf, CONT-201,clarabel,default,11.376395350998791,True,3.7878182507416193e-13,1.1408059968588525e-13,2.654671614563256e-09,3.053997221780236e-09 CONT-201,clarabel,high_accuracy,12.133387253001274,True,9.31479553963497e-15,3.0060392403658547e-15,2.2405747323378245e-11,3.028412354222354e-09 CONT-201,clarabel,low_accuracy,9.701389754998672,True,2.080557948147544e-13,1.9902469410230093e-12,2.839665234131936e-05,2.570372086840856e-07 -CONT-201,clarabel,mid_accuracy,10.250278865999917,True,1.3877787807814457e-14,1.0824979173442797e-13,2.8740581709944106e-07,5.7294644029148856e-09 +CONT-201,clarabel,mid_accuracy,10.250278865999915,True,1.3877787807814455e-14,1.0824979173442797e-13,2.8740581709944106e-07,5.729464402914885e-09 CONT-201,cvxopt,default,694.6435671599975,True,4.527334063197941e-11,2.0310410584032988e-16,2.7669382038993983e-09,3.255110569977404e-09 CONT-201,cvxopt,high_accuracy,693.4916917890005,True,4.527334063197941e-11,2.0310410584032988e-16,2.7669382038993983e-09,3.255110569977404e-09 CONT-201,cvxopt,low_accuracy,694.6669637239975,True,4.527334063197941e-11,2.0310410584032988e-16,2.7669382038993983e-09,3.255110569977404e-09 -CONT-201,cvxopt,mid_accuracy,693.1344097219999,True,4.7269743674860365e-11,1.627825945706366e-16,2.526290618215172e-09,3.0144651774755005e-09 +CONT-201,cvxopt,mid_accuracy,693.1344097219999,True,4.7269743674860365e-11,1.627825945706366e-16,2.526290618215172e-09,3.0144651774755e-09 CONT-201,gurobi,default,0.5544921600012458,False,inf,inf,inf, CONT-201,gurobi,high_accuracy,0.4653378600050928,False,inf,inf,inf, CONT-201,gurobi,low_accuracy,0.5460724759977893,False,inf,inf,inf, @@ -462,7 +470,7 @@ CONT-201,osqp,mid_accuracy,69.78619246400012,False,inf,inf,inf, CONT-201,piqp,default,108.74052833999848,False,inf,inf,inf, CONT-201,piqp,high_accuracy,108.4030114090001,False,inf,inf,inf, CONT-201,piqp,low_accuracy,106.85132168500058,False,inf,inf,inf, -CONT-201,piqp,mid_accuracy,106.20957552600021,False,inf,inf,inf, +CONT-201,piqp,mid_accuracy,106.2095755260002,False,inf,inf,inf, CONT-201,proxqp,default,0.0,False,inf,inf,inf, CONT-201,proxqp,high_accuracy,0.0,False,inf,inf,inf, CONT-201,proxqp,low_accuracy,0.0,False,inf,inf,inf, @@ -474,43 +482,51 @@ CONT-201,scs,mid_accuracy,852.2383090359999,True,9.056030903103528e-07,4.6238924 CONT-300,clarabel,default,44.44501164500252,True,7.4495964952348e-14,7.961246326348616e-14,2.3733356935246878e-09,3.3927443576775573e-08 CONT-300,clarabel,high_accuracy,47.68157590600458,True,8.881784197001252e-15,1.2910740722890197e-15,2.1942400514079112e-11,3.3927345988171715e-08 CONT-300,clarabel,low_accuracy,37.79350380699907,True,1.0589307208874745e-12,4.362434559762757e-12,2.7906799082333187e-05,7.691381809227238e-09 +CONT-300,clarabel,mid_accuracy,40.71735169600015,True,4.329869796038111e-14,1.9410059819776418e-13,2.7817111963593496e-07,3.350777783017733e-08 CONT-300,cvxopt,default,0.0,False,inf,inf,inf, CONT-300,cvxopt,high_accuracy,0.0,False,inf,inf,inf, CONT-300,cvxopt,low_accuracy,0.0,False,inf,inf,inf, +CONT-300,cvxopt,mid_accuracy,0.0,False,inf,inf,inf, CONT-300,gurobi,default,1.1309609960007947,False,inf,inf,inf, CONT-300,gurobi,high_accuracy,1.1187369920007768,False,inf,inf,inf, CONT-300,gurobi,low_accuracy,1.115432659004,False,inf,inf,inf, +CONT-300,gurobi,mid_accuracy,1.295490338000036,False,inf,inf,inf, CONT-300,highs,default,0.0,False,inf,inf,inf, CONT-300,highs,high_accuracy,0.0,False,inf,inf,inf, CONT-300,highs,low_accuracy,5445.740786077004,False,inf,inf,inf, +CONT-300,highs,mid_accuracy,1000.2392443110002,False,inf,inf,inf, CONT-300,osqp,default,168.11312304399326,False,inf,inf,inf, CONT-300,osqp,high_accuracy,168.86738006799715,False,inf,inf,inf, CONT-300,osqp,low_accuracy,167.62677102900489,False,inf,inf,inf, +CONT-300,osqp,mid_accuracy,166.9905293529996,False,inf,inf,inf, CONT-300,piqp,default,480.60440004500015,False,inf,inf,inf, CONT-300,piqp,high_accuracy,477.6700216960016,False,inf,inf,inf, CONT-300,piqp,low_accuracy,485.6561854390002,False,inf,inf,inf, +CONT-300,piqp,mid_accuracy,493.85090073099946,False,inf,inf,inf, CONT-300,proxqp,default,0.0,False,inf,inf,inf, CONT-300,proxqp,high_accuracy,0.0,False,inf,inf,inf, CONT-300,proxqp,low_accuracy,0.0,False,inf,inf,inf, +CONT-300,proxqp,mid_accuracy,0.0,False,inf,inf,inf, CONT-300,scs,default,1004.0759475679952,False,inf,inf,inf, CONT-300,scs,high_accuracy,1004.4027669770004,False,inf,inf,inf, CONT-300,scs,low_accuracy,1004.0112450529996,False,inf,inf,inf, +CONT-300,scs,mid_accuracy,1004.163373645,False,inf,inf,inf, CVXQP1_L,clarabel,default,47.46402486800071,True,2.0542056944350406e-10,4.0229693832484615e-08,0.0155425574630498,0.0765776187181472 CVXQP1_L,clarabel,high_accuracy,89.16811730200425,True,6.64357457935694e-13,2.8965587262064225e-08,1.8421560525894165e-06,0.0845346003770828 CVXQP1_L,clarabel,low_accuracy,50.80814931700297,True,1.1468159755168015e-11,2.9272932685737272e-08,0.0003759786486625,0.0843452811241149 -CVXQP1_L,clarabel,mid_accuracy,62.002188616999774,True,7.993605777301127e-15,3.005698022827489e-08,3.3620744943618774e-07,0.08453240990638733 +CVXQP1_L,clarabel,mid_accuracy,62.002188616999774,True,7.993605777301127e-15,3.005698022827489e-08,3.3620744943618774e-07,0.0845324099063873 CVXQP1_L,cvxopt,default,645.6759847860012,True,1.141939654086821e-07,4.2725515620248295e-08,11.05149207636714,1.3885974287986755 CVXQP1_L,cvxopt,high_accuracy,675.7888294160002,False,inf,inf,inf, CVXQP1_L,cvxopt,low_accuracy,643.8922119240015,True,1.141939654086821e-07,4.2725515620248295e-08,11.05149207636714,1.3885974287986755 -CVXQP1_L,cvxopt,mid_accuracy,547.7847939340008,True,1.1419393833311808e-07,2.709360763064432e-08,11.051145919598639,1.3882521390914917 +CVXQP1_L,cvxopt,mid_accuracy,547.7847939340008,True,1.1419393833311808e-07,2.7093607630644324e-08,11.05114591959864,1.3882521390914917 CVXQP1_L,gurobi,default,0.1351770539986319,False,inf,inf,inf, CVXQP1_L,gurobi,high_accuracy,0.0951676660042721,False,inf,inf,inf, CVXQP1_L,gurobi,low_accuracy,0.11877884700516,False,inf,inf,inf, -CVXQP1_L,gurobi,mid_accuracy,0.13835072400070203,False,inf,inf,inf, +CVXQP1_L,gurobi,mid_accuracy,0.138350724000702,False,inf,inf,inf, CVXQP1_L,highs,default,69.526635481001,True,1.0232364955342632e-10,2.1968612884393226e-07,0.0006236257031559,0.0845871865749359 CVXQP1_L,highs,high_accuracy,70.11921437200363,True,1.0232364955342632e-10,2.1968612884393226e-07,0.0006236257031559,0.0845871865749359 CVXQP1_L,highs,low_accuracy,70.06108672099799,True,1.0232364955342632e-10,2.1968612884393226e-07,0.0006236257031559,0.0845871865749359 -CVXQP1_L,highs,mid_accuracy,71.21485460799977,True,3.6336947339954406e-10,2.591405063867569e-07,0.0011784052476286888,0.08514176309108734 +CVXQP1_L,highs,mid_accuracy,71.21485460799977,True,3.6336947339954406e-10,2.591405063867569e-07,0.0011784052476286,0.0851417630910873 CVXQP1_L,osqp,default,12.698279643002024,True,0.005983938203151,7.11530666895851,25418.46335067053,40073.38647823036 CVXQP1_L,osqp,high_accuracy,44.22127411800466,False,inf,inf,inf, CVXQP1_L,osqp,low_accuracy,46.70009367400053,False,inf,inf,inf, @@ -518,7 +534,7 @@ CVXQP1_L,osqp,mid_accuracy,50.34370761399987,False,inf,inf,inf, CVXQP1_L,piqp,default,35.51535391800098,True,2.9620750296999176e-12,1.4067418501184648e-05,0.000118033029139,0.0844616591930389 CVXQP1_L,piqp,high_accuracy,624.5972040360011,False,inf,inf,inf, CVXQP1_L,piqp,low_accuracy,34.299945640999795,True,2.9620750296999176e-12,1.4067418501184648e-05,0.000118033029139,0.0844616591930389 -CVXQP1_L,piqp,mid_accuracy,39.13411650499984,True,4.440892098500626e-15,3.0071435734621155e-08,2.9802322387695312e-08,0.08453281223773956 +CVXQP1_L,piqp,mid_accuracy,39.13411650499984,True,4.440892098500626e-15,3.0071435734621155e-08,2.9802322387695312e-08,0.0845328122377395 CVXQP1_L,proxqp,default,0.0,False,inf,inf,inf, CVXQP1_L,proxqp,high_accuracy,0.0,False,inf,inf,inf, CVXQP1_L,proxqp,low_accuracy,0.0,False,inf,inf,inf, @@ -578,10 +594,10 @@ CVXQP1_S,highs,mid_accuracy,0.0032578320024185,True,2.664535259100376e-15,1.3234 CVXQP1_S,osqp,default,0.0046072019977145,True,0.0006896678267124,0.1002858388684444,0.2587951499986199,0.1726818624138104 CVXQP1_S,osqp,high_accuracy,0.0054607940001005,True,1.285360706759775e-13,2.66368853576101e-10,8.38751224064754e-10,0.0001194269425468 CVXQP1_S,osqp,low_accuracy,0.004924672000925,True,3.509549335992124e-06,0.000172245419291,0.0010730613375509,0.0007263973984663 -CVXQP1_S,osqp,mid_accuracy,0.0051235360006103,True,8.110217247780938e-09,2.3148716883780597e-07,2.289988246200829e-06,0.000117498480904 +CVXQP1_S,osqp,mid_accuracy,0.0051235360006103,True,8.110217247780938e-09,2.3148716883780602e-07,2.289988246200829e-06,0.000117498480904 CVXQP1_S,piqp,default,0.0011784859998442,True,8.881784197001252e-15,2.2443387592829825e-08,3.876721734741295e-07,0.0001196518023789 CVXQP1_S,piqp,high_accuracy,0.0012077190003765,True,3.552713678800501e-15,2.245315045001917e-12,3.5356606531422585e-11,0.0001194267861137 -CVXQP1_S,piqp,low_accuracy,0.0011194420003448,True,5.897504706808837e-13,2.244331732015325e-06,3.876453354223486e-05,0.0001419294294464 +CVXQP1_S,piqp,low_accuracy,0.0011194420003448,True,5.89750470680884e-13,2.244331732015325e-06,3.876453354223486e-05,0.0001419294294464 CVXQP1_S,piqp,mid_accuracy,0.0011694360000547,True,8.881784197001252e-15,2.2443387592829825e-08,3.876721734741295e-07,0.0001196518023789 CVXQP1_S,proxqp,default,0.0039214950011228,True,2.0874041088692066e-07,2.437218427076004e-09,5.056264672020916e-05,6.886674964334816e-05 CVXQP1_S,proxqp,high_accuracy,0.0032191229984164,True,1.3225531780847176e-14,9.094947017729282e-13,1.7053025658242404e-13,0.0001194267606479 @@ -606,7 +622,7 @@ CVXQP2_L,gurobi,mid_accuracy,0.1035880130002624,False,inf,inf,inf, CVXQP2_L,highs,default,123.03573896500166,True,1.0480505352461485e-13,5.054016583017074e-07,0.000863823108375,0.2628412246704101 CVXQP2_L,highs,high_accuracy,115.0654646059993,True,1.0480505352461485e-13,5.054016583017074e-07,0.000863823108375,0.2628412246704101 CVXQP2_L,highs,low_accuracy,118.72058307800036,True,1.0480505352461485e-13,5.054016583017074e-07,0.000863823108375,0.2628412246704101 -CVXQP2_L,highs,mid_accuracy,113.122277692004,True,1.0480505352461479e-13,5.054025677964091e-07,0.0008638221770524,0.2628412246704101 +CVXQP2_L,highs,mid_accuracy,113.122277692004,True,1.0480505352461485e-13,5.054025677964091e-07,0.0008638221770524,0.2628412246704101 CVXQP2_L,osqp,default,6.396142675999727,True,0.0063443784965659,0.2319244798559339,2.70940897468676,2.5314746350049973 CVXQP2_L,osqp,high_accuracy,34.420552029994724,False,inf,inf,inf, CVXQP2_L,osqp,low_accuracy,9.853169194997465,True,2.512423617885562e-05,0.0009184135624309,0.0109356468935784,0.2516809105873108 @@ -614,11 +630,11 @@ CVXQP2_L,osqp,mid_accuracy,16.021260018998873,True,2.1403097502648016e-08,7.8319 CVXQP2_L,piqp,default,26.0094880430006,True,2.682298827494378e-13,1.1251957910074497e-05,0.0001618433783008,0.2628706693649292 CVXQP2_L,piqp,high_accuracy,434.793306603,False,inf,inf,inf, CVXQP2_L,piqp,low_accuracy,25.60616196699993,True,2.682298827494378e-13,1.1251957910074497e-05,0.0001618433783008,0.2628706693649292 -CVXQP2_L,piqp,mid_accuracy,28.56937233899953,True,5.3290705182007506e-15,5.502402987565865e-08,3.334134843683504e-07,0.2628411948680877 +CVXQP2_L,piqp,mid_accuracy,28.56937233899953,True,5.3290705182007506e-15,5.5024029875658673e-08,3.334134843683504e-07,0.2628411948680877 CVXQP2_L,proxqp,default,183.09409268799936,True,1.923210222742888e-06,1.264511411136482e-07,0.000965398736298,0.2618757784366607 CVXQP2_L,proxqp,high_accuracy,0.0,False,inf,inf,inf, CVXQP2_L,proxqp,low_accuracy,182.59877657899776,True,1.923210222742888e-06,1.264511411136482e-07,0.000965398736298,0.2618757784366607 -CVXQP2_L,proxqp,mid_accuracy,228.11599679999927,True,6.348894743268828e-10,4.160938260611146e-10,3.306195139884949e-07,0.2628408819437027 +CVXQP2_L,proxqp,mid_accuracy,228.11599679999927,True,6.348894743268824e-10,4.1609382606111457e-10,3.306195139884949e-07,0.2628408819437027 CVXQP2_L,scs,default,149.07079015999625,True,8.82940349658523e-06,2.8888844176408384,0.0453043985838361,113.60696603357792 CVXQP2_L,scs,high_accuracy,867.2077334179994,False,inf,inf,inf, CVXQP2_L,scs,low_accuracy,153.1477454699998,True,1.858513343222512e-11,0.0009685211407486,0.0008230517882665,1.1029058545827866 @@ -659,10 +675,10 @@ CVXQP2_S,clarabel,default,0.0026071089996548,True,8.40216785036319e-13,1.4948013 CVXQP2_S,clarabel,high_accuracy,0.0027553449999686,True,5.329070518200751e-15,5.043092978524989e-13,8.208189683500676e-11,2.274927101098001e-05 CVXQP2_S,clarabel,low_accuracy,0.0026138789999095,True,9.059419880941277e-14,3.735086756075235e-13,6.949683290713438e-05,8.451146641164087e-06 CVXQP2_S,clarabel,mid_accuracy,0.0029428390007524,True,1.7763568394002505e-14,5.40212896587346e-13,1.2383566172502473e-08,2.27438249567058e-05 -CVXQP2_S,cvxopt,default,0.0175599949998286,True,8.911283932988561e-10,1.9667083190579162e-13,0.000501061533555,1.2951168173458427e-06 -CVXQP2_S,cvxopt,high_accuracy,0.0152241499999945,True,8.911283932988561e-10,1.9667083190579162e-13,0.000501061533555,1.2951168173458427e-06 -CVXQP2_S,cvxopt,low_accuracy,0.015274834999218,True,8.911283932988561e-10,1.9667083190579162e-13,0.000501061533555,1.2951168173458427e-06 -CVXQP2_S,cvxopt,mid_accuracy,0.0116161400001146,True,8.911283932988563e-10,1.5403329160043916e-13,0.0005010615408309,1.2951168173458427e-06 +CVXQP2_S,cvxopt,default,0.0175599949998286,True,8.91128393298856e-10,1.9667083190579162e-13,0.000501061533555,1.2951168173458427e-06 +CVXQP2_S,cvxopt,high_accuracy,0.0152241499999945,True,8.91128393298856e-10,1.9667083190579162e-13,0.000501061533555,1.2951168173458427e-06 +CVXQP2_S,cvxopt,low_accuracy,0.015274834999218,True,8.91128393298856e-10,1.9667083190579162e-13,0.000501061533555,1.2951168173458427e-06 +CVXQP2_S,cvxopt,mid_accuracy,0.0116161400001146,True,8.91128393298856e-10,1.5403329160043916e-13,0.0005010615408309,1.2951168173458427e-06 CVXQP2_S,gurobi,default,0.0345807779995084,True,1.2826806283783299e-10,1.662066608787427e-07,8.77048478287179e-09,2.273718018841464e-05 CVXQP2_S,gurobi,high_accuracy,0.005580065999311,True,1.2826806283783299e-10,1.662066608787427e-07,8.77048478287179e-09,2.273718018841464e-05 CVXQP2_S,gurobi,low_accuracy,0.0068266630005382,True,1.2826806283783299e-10,1.662066608787427e-07,8.77048478287179e-09,2.273718018841464e-05 @@ -746,7 +762,7 @@ CVXQP3_M,piqp,mid_accuracy,0.1001753720047418,True,1.0746958878371517e-13,1.5584 CVXQP3_M,proxqp,default,2.7678129409978283,True,9.504139482141571e-06,3.226059561711736e-07,1.1393906412486103,1.0977877606637776 CVXQP3_M,proxqp,high_accuracy,6.651504942004976,True,1.9539925233402755e-14,1.185981091111898e-09,2.433357567350168e-10,0.0416028830222785 CVXQP3_M,proxqp,low_accuracy,2.776312991998566,True,1.6408180369964498e-11,1.740772859193384e-09,4.3301915866322815e-06,0.0415985616855323 -CVXQP3_M,proxqp,mid_accuracy,3.1367281999991974,True,1.600400367784971e-12,1.5888872439973054e-09,4.1633029468357563e-07,0.0416024625301361 +CVXQP3_M,proxqp,mid_accuracy,3.1367281999991974,True,1.600400367784971e-12,1.588887243997305e-09,4.1633029468357563e-07,0.0416024625301361 CVXQP3_M,scs,default,0.5952661069968599,True,1.891592379743568e-05,1.0718785381741327,0.0202490822702154,2.222331860335544 CVXQP3_M,scs,high_accuracy,23.656606399003067,False,inf,inf,inf, CVXQP3_M,scs,low_accuracy,1.2048932440011413,True,1.0337153355521878e-10,0.000866681768457,5.993869989448906e-06,0.0526831862516701 @@ -882,35 +898,35 @@ DUAL1,scs,mid_accuracy,0.002997563999088,True,1.234972704229155e-09,2.7070756976 DUAL2,clarabel,default,0.0091617750003933,True,2.220446049250313e-16,2.0228290755602683e-12,5.905358008151396e-10,2.2670193500218256e-10 DUAL2,clarabel,high_accuracy,0.007956578003359,True,2.220446049250313e-16,2.0228290755602683e-12,5.905358008151396e-10,2.2670193500218256e-10 DUAL2,clarabel,low_accuracy,0.0067482640006346,True,4.440892098500626e-16,1.7708375727159414e-15,2.9420143005921828e-05,6.7192846381902704e-06 -DUAL2,clarabel,mid_accuracy,0.007289002999982586,True,2.220446049250313e-16,1.4124684561243999e-15,5.495766993574014e-08,9.83359275952278e-09 +DUAL2,clarabel,mid_accuracy,0.0072890029999825,True,2.220446049250313e-16,1.4124684561244e-15,5.495766993574015e-08,9.83359275952278e-09 DUAL2,cvxopt,default,0.0167473719993722,True,2.220446049250313e-16,1.2118489131880825e-15,2.1147049437952883e-08,1.750039217707222e-09 DUAL2,cvxopt,high_accuracy,0.0226130049995845,True,2.220446049250313e-16,1.2118489131880825e-15,2.1147049437952883e-08,1.750039217707222e-09 DUAL2,cvxopt,low_accuracy,0.0225497239953256,True,2.220446049250313e-16,1.2118489131880825e-15,2.1147049437952883e-08,1.750039217707222e-09 -DUAL2,cvxopt,mid_accuracy,0.01843752700000323,True,2.220446049250313e-16,1.2118489131880823e-15,2.114704943795287e-08,1.7500392177072222e-09 +DUAL2,cvxopt,mid_accuracy,0.0184375270000032,True,2.220446049250313e-16,1.2118489131880825e-15,2.1147049437952883e-08,1.750039217707222e-09 DUAL2,gurobi,default,0.0358175440051127,True,1.8041124150158801e-13,7.262801898083594e-08,2.0307408532538318e-11,1.2284502581838552e-10 DUAL2,gurobi,high_accuracy,0.011667283004499,True,1.8041124150158801e-13,7.262801898083594e-08,2.0307408532538318e-11,1.2284502581838552e-10 DUAL2,gurobi,low_accuracy,0.0110636780009372,True,1.8041124150158801e-13,7.262801898083594e-08,2.0307408532538318e-11,1.2284502581838552e-10 -DUAL2,gurobi,mid_accuracy,0.045890834999966046,True,1.8041124150158794e-13,7.262801898083593e-08,2.0307408532538318e-11,1.2284502581838552e-10 +DUAL2,gurobi,mid_accuracy,0.045890834999966,True,1.8041124150158801e-13,7.262801898083594e-08,2.0307408532538318e-11,1.2284502581838552e-10 DUAL2,highs,default,0.0625330120019498,True,1.1102230246251563e-16,3.652013025323697e-09,1.7871813681735731e-09,1.2272193677942409e-10 DUAL2,highs,high_accuracy,0.0590861749951727,True,1.1102230246251563e-16,3.652013025323697e-09,1.7871813681735731e-09,1.2272193677942409e-10 DUAL2,highs,low_accuracy,0.060729042001185,True,1.1102230246251563e-16,3.652013025323697e-09,1.7871813681735731e-09,1.2272193677942409e-10 -DUAL2,highs,mid_accuracy,0.05691420300001937,True,4.440892098500626e-16,0.03318225538553395,6.324899020446195e-05,2.138640358018834e-05 +DUAL2,highs,mid_accuracy,0.0569142030000193,True,4.440892098500626e-16,0.0331822553855339,6.324899020446195e-05,2.138640358018834e-05 DUAL2,osqp,default,0.0027968869981123,True,1.7181944755861871e-09,8.55181807209171e-08,7.743254203339845e-08,1.9184725336129915e-10 DUAL2,osqp,high_accuracy,0.0049051600071834,True,4.345448163082282e-12,3.697042670048753e-12,2.6249156795069534e-12,1.2541334637461432e-10 DUAL2,osqp,low_accuracy,0.0028518809995148,True,1.7181944755861871e-09,8.55181807209171e-08,7.743254203339845e-08,1.9184725336129915e-10 -DUAL2,osqp,mid_accuracy,0.0028216260000135662,True,1.7181944755861878e-09,8.55181807209171e-08,7.743254203339845e-08,1.9184725336129915e-10 +DUAL2,osqp,mid_accuracy,0.0028216260000135,True,1.7181944755861871e-09,8.55181807209171e-08,7.743254203339845e-08,1.9184725336129915e-10 DUAL2,piqp,default,0.0030937179999455,True,4.440892098500626e-16,4.927490323015835e-09,1.3011991484290775e-10,1.4132992692816868e-10 DUAL2,piqp,high_accuracy,0.0040799990001687,True,2.220446049250313e-16,4.9274744145387307e-11,1.3014520017229358e-12,1.2290800321945738e-10 DUAL2,piqp,low_accuracy,0.0032032419985625,True,2.220446049250313e-16,0.0002545261330179,2.423372233874288e-05,6.284454144897533e-06 -DUAL2,piqp,mid_accuracy,0.00297485300001199,True,1.1102230246251565e-16,4.848926098297636e-07,1.3010344371289229e-08,2.0092937522142584e-09 +DUAL2,piqp,mid_accuracy,0.0029748530000119,True,1.1102230246251563e-16,4.848926098297636e-07,1.3010344371289229e-08,2.009293752214258e-09 DUAL2,proxqp,default,0.001156163001724,True,8.66120023775038e-07,2.6423623566973475e-09,5.829889576647319e-08,5.826331290342823e-08 DUAL2,proxqp,high_accuracy,0.0013372290050028,True,7.48964020861701e-10,2.092246514928675e-12,3.879720850141766e-11,8.385906552499378e-11 DUAL2,proxqp,low_accuracy,0.0010684220032999,True,3.1052315007419834e-05,1.1784830715108609e-07,2.330376386611155e-06,2.361693466811088e-06 -DUAL2,proxqp,mid_accuracy,0.0011355930000149783,True,8.66120023775038e-07,2.6423623566973475e-09,5.829889576647318e-08,5.826331290342823e-08 +DUAL2,proxqp,mid_accuracy,0.0011355930000149,True,8.66120023775038e-07,2.6423623566973475e-09,5.829889576647319e-08,5.826331290342823e-08 DUAL2,scs,default,0.0029303199989954,True,2.1457680632330778e-08,2.301478646965505e-07,1.2974798097878234e-07,7.859127446052661e-10 DUAL2,scs,high_accuracy,0.0033762599996407,True,1.1102230246251563e-15,1.5620837956475953e-13,5.61554792250593e-15,1.2272365068621838e-10 DUAL2,scs,low_accuracy,0.0029245740006444,True,2.1457680632330778e-08,2.301478646965505e-07,1.2974798097878234e-07,7.859127446052661e-10 -DUAL2,scs,mid_accuracy,0.0030883129999779158,True,2.1457680632330778e-08,2.3014786469655046e-07,1.2974798097878232e-07,7.859127446052661e-10 +DUAL2,scs,mid_accuracy,0.0030883129999779,True,2.1457680632330778e-08,2.301478646965505e-07,1.2974798097878234e-07,7.859127446052661e-10 DUAL3,clarabel,default,0.0110848249969421,True,1.1102230246251563e-15,1.4314763241950189e-11,2.666461773603856e-09,2.1651271608913447e-09 DUAL3,clarabel,high_accuracy,0.0124500090023502,True,1.1102230246251563e-16,6.307001009777866e-12,4.2947145839633534e-10,2.9799579470690674e-09 DUAL3,clarabel,low_accuracy,0.0086208230059128,True,4.440892098500626e-16,2.2478204600396776e-15,4.6590849436256576e-05,1.56876905876846e-05 @@ -946,31 +962,39 @@ DUAL3,scs,mid_accuracy,0.0041867939944495,True,3.4042623716909404e-09,8.15553852 DUAL4,clarabel,default,0.0057495729997754,True,3.3306690738754696e-16,4.667700731817272e-12,6.24255869219325e-10,1.931659165954613e-09 DUAL4,clarabel,high_accuracy,0.005580370001553,True,3.3306690738754696e-16,4.667700731817272e-12,6.24255869219325e-10,1.931659165954613e-09 DUAL4,clarabel,low_accuracy,0.0044757560026482,True,3.3306690738754696e-16,2.342405241127777e-15,0.0001657516520386,8.995926169930168e-05 +DUAL4,clarabel,mid_accuracy,0.004611880998709239,True,0.0,2.2580107031465102e-15,6.950495725632777e-07,3.055366821769212e-07 DUAL4,cvxopt,default,0.0122858870017807,True,2.220446049250313e-16,2.29909545557229e-15,3.078891079866253e-07,9.770818920618041e-08 DUAL4,cvxopt,high_accuracy,0.0163936159951845,True,2.220446049250313e-16,2.29909545557229e-15,3.078891079866253e-07,9.770818920618041e-08 DUAL4,cvxopt,low_accuracy,0.0166560270008631,True,2.220446049250313e-16,2.29909545557229e-15,3.078891079866253e-07,9.770818920618041e-08 +DUAL4,cvxopt,mid_accuracy,0.010310079996997956,True,2.220446049250313e-16,2.29909545557229e-15,3.078891079866253e-07,9.770818920618041e-08 DUAL4,gurobi,default,0.0271553459970164,True,4.836131495267182e-13,7.3722820070898365e-09,1.4635477385560593e-08,2.943198018634518e-09 DUAL4,gurobi,high_accuracy,0.0278655639995122,True,4.836131495267182e-13,7.3722820070898365e-09,1.4635477385560593e-08,2.943198018634518e-09 DUAL4,gurobi,low_accuracy,0.0079407849989365,True,4.836131495267182e-13,7.3722820070898365e-09,1.4635477385560593e-08,2.943198018634518e-09 +DUAL4,gurobi,mid_accuracy,0.02795417000015732,True,4.836131495267182e-13,7.3722820070898365e-09,1.4635477385560591e-08,2.9431980186345186e-09 DUAL4,highs,default,0.0223930349966394,True,0.0,4.161916700162749e-09,2.081014915944479e-09,1.802101912140585e-09 DUAL4,highs,high_accuracy,0.0241243369964649,True,0.0,4.161916700162749e-09,2.081014915944479e-09,1.802101912140585e-09 DUAL4,highs,low_accuracy,0.0208727329954854,True,0.0,4.161916700162749e-09,2.081014915944479e-09,1.802101912140585e-09 +DUAL4,highs,mid_accuracy,0.020913921998726437,True,0.0,4.161916700162749e-09,2.081014915944479e-09,1.8021019121405857e-09 DUAL4,osqp,default,0.0021575409991783,True,4.8762909480469925e-06,2.439898170170096e-07,1.9898394474346186e-06,2.2209275002405e-06 DUAL4,osqp,high_accuracy,0.0035606950041255,True,3.0984150332345304e-10,3.855427088694796e-11,8.257272502691499e-11,1.719510089870368e-09 DUAL4,osqp,low_accuracy,0.0029962839980726,True,5.0362934686887086e-08,2.7668493784993586e-07,2.111747853234239e-07,1.2571811924821933e-08 +DUAL4,osqp,mid_accuracy,0.002779864997137338,True,1.8804743032513501e-07,2.0215417562141624e-08,6.336213009686946e-08,6.264367669039927e-08 DUAL4,piqp,default,0.0018855000016628,True,1.1102230246251563e-16,2.78414294749155e-09,8.079075963784987e-09,2.2233654917158674e-09 DUAL4,piqp,high_accuracy,0.0022721079985785,True,4.440892098500626e-16,2.7885901129803326e-11,1.7134593743861615e-10,1.8033022852748102e-09 DUAL4,piqp,low_accuracy,0.0019327209993207,True,9.992007221626409e-16,9.565174233635426e-05,7.792251687788188e-06,5.5805034162581535e-06 +DUAL4,piqp,mid_accuracy,0.0018036770015896764,True,1.1102230246251565e-16,2.7838839800455387e-07,8.149447583427616e-08,1.8692890235705306e-08 DUAL4,proxqp,default,0.0008412959941779,True,8.562614109850553e-06,3.390251335222416e-08,0.0026369392332788,1.7726087702674143e-05 DUAL4,proxqp,high_accuracy,0.0010560579976299,True,1.4279137760142583e-10,4.352074256530614e-13,1.8705026416654383e-10,1.614998912380372e-09 DUAL4,proxqp,low_accuracy,0.0008707300003152,True,0.0001605501635889,8.034104283516363e-07,0.000329396374086,0.0003383805666726 +DUAL4,proxqp,mid_accuracy,0.0008739629993215203,True,5.397819006584718e-07,4.1212548380888625e-09,8.696555652838701e-07,8.683649852514463e-07 DUAL4,scs,default,0.0022857740041217,True,7.499356007900331e-06,3.966758251217062e-05,4.465315813346041e-06,7.981237476362146e-06 DUAL4,scs,high_accuracy,0.0038594759971601,True,4.911500300928158e-11,3.2794211790587724e-11,7.0158515745816945e-12,1.792871962003062e-09 DUAL4,scs,low_accuracy,0.0022510250055347,True,7.499356007900331e-06,3.966758251217062e-05,4.465315813346041e-06,7.981237476362146e-06 +DUAL4,scs,mid_accuracy,0.0027949280010943767,True,1.0552825762312177e-07,1.1245308118024155e-07,3.98576474923929e-08,5.183707452172115e-08 DUALC1,clarabel,default,0.0043715450010495,True,0.0,7.98438107663368e-05,3.927488448656274e-05,3.6756182453245856e-05 DUALC1,clarabel,high_accuracy,0.0044722530001308,True,2.220446049250313e-16,9.313225746154783e-10,3.5829024569454656e-11,2.946269614767516e-05 DUALC1,clarabel,low_accuracy,0.0040951160008262,True,0.0,7.98438107663368e-05,3.927488448656274e-05,3.6756182453245856e-05 -DUALC1,clarabel,mid_accuracy,0.0038181999989319,True,0.0,5.435462918386696e-08,2.8592619404060366e-08,2.9463828468578868e-05 +DUALC1,clarabel,mid_accuracy,0.0038181999989319,True,0.0,5.4354629183866974e-08,2.8592619404060373e-08,2.9463828468578868e-05 DUALC1,cvxopt,default,0.0471150110024609,True,0.0,4.835310392081738e-07,0.0011628171933325,5.827308359585004e-05 DUALC1,cvxopt,high_accuracy,0.0500898890022654,True,0.0,4.835310392081738e-07,0.0011628171933325,5.827308359585004e-05 DUALC1,cvxopt,low_accuracy,0.049943775000429,True,0.0,4.835310392081738e-07,0.0011628171933325,5.827308359585004e-05 @@ -978,7 +1002,7 @@ DUALC1,cvxopt,mid_accuracy,0.0480487480017473,True,0.0,4.835310392081738e-07,0.0 DUALC1,gurobi,default,0.0285439459985354,True,3.108624468950439e-15,1.3969838619232178e-09,6.63931132294237e-10,2.9463119062711485e-05 DUALC1,gurobi,high_accuracy,0.0045731270001851,True,3.108624468950439e-15,1.3969838619232178e-09,6.63931132294237e-10,2.9463119062711485e-05 DUALC1,gurobi,low_accuracy,0.005298716998368,True,3.108624468950439e-15,1.3969838619232178e-09,6.63931132294237e-10,2.9463119062711485e-05 -DUALC1,gurobi,mid_accuracy,0.0265876170014962,True,3.108624468950439e-15,1.3969838619232178e-09,6.639311322942374e-10,2.9463119062711485e-05 +DUALC1,gurobi,mid_accuracy,0.0265876170014962,True,3.108624468950439e-15,1.3969838619232178e-09,6.63931132294237e-10,2.9463119062711485e-05 DUALC1,highs,default,0.0029888060016673,True,1.1102230246251563e-16,5.387119017541409e-08,4.1947714635171e-08,2.946268432424404e-05 DUALC1,highs,high_accuracy,0.0027838479982165,True,1.1102230246251563e-16,5.387119017541409e-08,4.1947714635171e-08,2.946268432424404e-05 DUALC1,highs,low_accuracy,0.0023968130008142,True,1.1102230246251563e-16,5.387119017541409e-08,4.1947714635171e-08,2.946268432424404e-05 @@ -1046,7 +1070,7 @@ DUALC5,gurobi,mid_accuracy,0.0248895139993692,True,4.8960835385969403e-14,6.3599 DUALC5,highs,default,0.0023926720004965,True,0.0,4.2164913338638144e-08,2.6967256872012533e-08,3.223610178793024e-06 DUALC5,highs,high_accuracy,0.0023533200001111,True,0.0,4.2164913338638144e-08,2.6967256872012533e-08,3.223610178793024e-06 DUALC5,highs,low_accuracy,0.0023432369998772,True,0.0,4.2164913338638144e-08,2.6967256872012533e-08,3.223610178793024e-06 -DUALC5,highs,mid_accuracy,0.0025856290012598,True,0.0,4.2164913338638144e-08,2.6967256872012526e-08,3.223610178793024e-06 +DUALC5,highs,mid_accuracy,0.0025856290012598,True,0.0,4.2164913338638144e-08,2.6967256872012533e-08,3.223610178793024e-06 DUALC5,osqp,default,0.0019354830001248,True,5.569116991993667e-05,0.0188361995383274,0.1133394150629101,0.095458555953428 DUALC5,osqp,high_accuracy,0.0033706119993439,True,4.67167705533502e-14,4.4150283429189585e-10,6.667733032372779e-11,3.2237050504591025e-06 DUALC5,osqp,low_accuracy,0.0020480989987845,True,2.99032017346628e-05,0.0003012083161593,0.0530302500683887,0.0529763758856347 @@ -1058,7 +1082,7 @@ DUALC5,piqp,mid_accuracy,0.0008625199989182,True,4.440892098500626e-16,7.8644973 DUALC5,proxqp,default,0.0012035359995934,True,3.4878980582654703e-06,7.804915753695241e-07,0.0034634350631108,0.0034670337668103 DUALC5,proxqp,high_accuracy,0.0015445779990841,True,1.4745629301977192e-13,6.821210263296962e-13,1.4591705621569415e-10,3.223755925318983e-06 DUALC5,proxqp,low_accuracy,0.0012536539998109,True,4.17231900956473e-07,9.38193807087373e-08,0.0004126534782358,0.0004158845341066 -DUALC5,proxqp,mid_accuracy,0.0015578160000586,True,7.166638768541761e-10,1.6120793588925148e-10,7.083578452693473e-07,3.931971832571435e-06 +DUALC5,proxqp,mid_accuracy,0.0015578160000586,True,7.16663876854176e-10,1.6120793588925148e-10,7.083578452693473e-07,3.931971832571435e-06 DUALC5,scs,default,0.0026378239999758,True,5.041741740745336e-05,0.0385391141811908,0.0136678244788868,0.0496065249024582 DUALC5,scs,high_accuracy,0.0053333600008045,True,4.5773507085707677e-14,3.183231456205249e-12,5.6843418860808015e-12,3.2236142715191818e-06 DUALC5,scs,low_accuracy,0.0029683239990845,True,1.729756190309869e-07,0.0001325880699312,4.703228717062302e-05,0.0001736581090767 @@ -1098,27 +1122,35 @@ DUALC8,scs,mid_accuracy,0.0039168280054582,True,1.317144509872394e-13,8.09086486 EXDATA,clarabel,default,19.88261883099767,True,1.4033447421517266e-13,6.212331215608136e-13,5.065795960490505e-08,2.146732811070251e-06 EXDATA,clarabel,high_accuracy,21.663013518998923,True,2.1161333450450143e-14,2.908787204398138e-13,1.1667111721180843e-11,2.1893145571993955e-06 EXDATA,clarabel,low_accuracy,18.46281050100515,True,6.360151479973367e-14,5.9669356591877076e-09,2.353062360782588e-05,2.4478096378288683e-05 +EXDATA,clarabel,mid_accuracy,19.4823583310008,True,1.1321623772804582e-15,6.295132830997708e-13,5.095773758512223e-08,2.1464698818363104e-06 EXDATA,cvxopt,default,13.722039461994427,True,4.382054310072322e-14,3.346998922941689e-13,1.680047395424822e-05,1.012916828813104e-05 EXDATA,cvxopt,high_accuracy,13.15589103000093,True,4.382054310072322e-14,3.346998922941689e-13,1.680047395424822e-05,1.012916828813104e-05 EXDATA,cvxopt,low_accuracy,13.060439546999987,True,4.382054310072322e-14,3.346998922941689e-13,1.680047395424822e-05,1.012916828813104e-05 +EXDATA,cvxopt,mid_accuracy,14.341431030001331,True,6.57315714750232e-14,3.257974868551512e-13,1.6800474348599437e-05,1.0129169567107963e-05 EXDATA,gurobi,default,0.2027026209980249,False,inf,inf,inf, EXDATA,gurobi,high_accuracy,0.1572615210025105,False,inf,inf,inf, EXDATA,gurobi,low_accuracy,0.1583821679960237,False,inf,inf,inf, +EXDATA,gurobi,mid_accuracy,0.1724929279989737,False,inf,inf,inf, EXDATA,highs,default,41.87359651999577,True,3.552713678800501e-15,1.000000011908142e-06,0.0034479890965961,2.165037358281552e-06 EXDATA,highs,high_accuracy,41.84233909199975,True,3.552713678800501e-15,1.000000011908142e-06,0.0034479890965961,2.165037358281552e-06 EXDATA,highs,low_accuracy,41.75392969100358,True,3.552713678800501e-15,1.000000011908142e-06,0.0034479890965961,2.165037358281552e-06 +EXDATA,highs,mid_accuracy,41.19011144700016,True,1.466604615529832e-13,0.0005751131284971,0.0295584613398141,4.650352548196679e-05 EXDATA,osqp,default,4.01213283999823,True,0.0083297120350582,0.0021747783059876,0.8457156322443886,0.1127450447738169 EXDATA,osqp,high_accuracy,8.0921028179946,True,6.358573838219943e-10,2.1139445749440708e-10,2.191278269947361e-09,2.1892369659326505e-06 EXDATA,osqp,low_accuracy,4.766619075999188,True,0.0001743431454511,0.0009412416425116,0.1425569110891054,0.0096463370967398 +EXDATA,osqp,mid_accuracy,7.923092938999616,True,7.439123013310655e-07,2.43316320869269e-07,5.213537573212079e-06,2.0403795133461244e-06 EXDATA,piqp,default,9.784423412998876,True,5.108478436372751e-14,1.5554468348465891e-09,3.886954758058892e-08,2.159713289984211e-06 EXDATA,piqp,high_accuracy,10.428031092998935,True,3.3992566865882975e-14,2.5517534827715133e-10,1.3066880910628242e-11,2.188852647577733e-06 EXDATA,piqp,low_accuracy,8.468226438000784,True,9.832622710125596e-14,6.536267048929616e-06,0.0001002194974404,2.4572347655293925e-05 +EXDATA,piqp,mid_accuracy,9.533132429000034,True,5.108478436372751e-14,1.5554468348465891e-09,3.886954758058892e-08,2.159713289984211e-06 EXDATA,proxqp,default,0.0,False,inf,inf,inf, EXDATA,proxqp,high_accuracy,0.0,False,inf,inf,inf, EXDATA,proxqp,low_accuracy,0.0,False,inf,inf,inf, +EXDATA,proxqp,mid_accuracy,0.0,False,inf,inf,inf, EXDATA,scs,default,4.130487468995852,True,2.57852194536888e-05,0.0003932068244272,8.68572690393421e-06,0.084371074189562 EXDATA,scs,high_accuracy,11.314380485004222,True,5.4997153274518177e-11,9.503121484177868e-10,5.098073074805143e-10,2.178040517719637e-06 EXDATA,scs,low_accuracy,4.432050290000916,True,1.9056229204691354e-05,0.0003120122396635,2.3051506829574464e-05,0.0416042950479607 +EXDATA,scs,mid_accuracy,8.567005855000389,True,1.556409845449025e-07,1.0959324306392126e-07,6.19316651295776e-08,1.04106166247675e-05 GENHS28,clarabel,default,0.0012116999987483,True,2.220446049250313e-16,2.220446049250313e-16,2.220446049250313e-16,3.766390754833537e-09 GENHS28,clarabel,high_accuracy,0.0011664180001389,True,2.220446049250313e-16,2.220446049250313e-16,2.220446049250313e-16,3.766390754833537e-09 GENHS28,clarabel,low_accuracy,0.0011633409994828,True,2.220446049250313e-16,2.220446049250313e-16,2.220446049250313e-16,3.766390754833537e-09 @@ -1154,27 +1186,35 @@ GENHS28,scs,mid_accuracy,0.0036807249998673,True,6.453406253825733e-09,9.7679516 GOULDQP2,clarabel,default,0.0100717210007132,True,6.827871601444713e-15,9.366851049417334e-15,8.53467096474658e-10,5.2401204808151e-10 GOULDQP2,clarabel,high_accuracy,0.0111469680050504,True,6.022959908591474e-15,2.716810118074448e-15,9.843687497068654e-11,8.14933122855266e-10 GOULDQP2,clarabel,low_accuracy,0.0068317789991851,True,4.6074255521944004e-15,1.5063113538103508e-15,2.000554200485248e-06,6.343905008481096e-07 +GOULDQP2,clarabel,mid_accuracy,0.0078522029998566,True,6.772360450213455e-15,5.730771554046611e-15,1.0952300430987216e-07,5.468311157651087e-08 GOULDQP2,cvxopt,default,1.0874450569972396,True,1.1102230246251564e-14,6.004888457353081e-17,3.593335591361643e-08,1.1424040708779776e-08 GOULDQP2,cvxopt,high_accuracy,1.115886749998026,True,1.1102230246251564e-14,6.004888457353081e-17,3.593335591361643e-08,1.1424040708779776e-08 GOULDQP2,cvxopt,low_accuracy,1.0960611129994504,True,1.1102230246251564e-14,6.004888457353081e-17,3.593335591361643e-08,1.1424040708779776e-08 +GOULDQP2,cvxopt,mid_accuracy,0.977888659999735,True,1.101896351940468e-14,9.157295630040355e-17,3.59333559166522e-08,1.1424040716775769e-08 GOULDQP2,gurobi,default,0.0281602239992935,False,inf,inf,inf, GOULDQP2,gurobi,high_accuracy,0.0092573489964706,False,inf,inf,inf, GOULDQP2,gurobi,low_accuracy,0.0085519720014417,False,inf,inf,inf, +GOULDQP2,gurobi,mid_accuracy,0.0281542419998004,False,inf,inf,inf, GOULDQP2,highs,default,0.4359232549977605,True,3.1030733538273125e-14,3.322249999999997e-06,0.0059766663469468,3.927176525778022e-06 GOULDQP2,highs,high_accuracy,0.4331289330002619,True,3.1030733538273125e-14,3.322249999999997e-06,0.0059766663469468,3.927176525778022e-06 GOULDQP2,highs,low_accuracy,0.4330394789940328,True,3.1030733538273125e-14,3.322249999999997e-06,0.0059766663469468,3.927176525778022e-06 +GOULDQP2,highs,mid_accuracy,0.095223566999266,True,6.5780714209040525e-15,0.0036164086125524,0.1314852908019443,0.0001406490214432 GOULDQP2,osqp,default,0.0024773149998509,True,1.0057435684107665e-05,0.0001075691488984,0.0004688501431429,5.0149731566878647e-05 GOULDQP2,osqp,high_accuracy,0.094533704999776,False,inf,inf,inf, GOULDQP2,osqp,low_accuracy,0.0033499959972687,True,0.0007177576604746,1.406167154872741e-06,4.104110874128368e-05,6.180651629405815e-07 +GOULDQP2,osqp,mid_accuracy,0.0947005369998805,False,inf,inf,inf, GOULDQP2,piqp,default,0.0022650950013485,True,4.996003610813205e-15,4.781837387889031e-09,1.1687296096185573e-12,8.36361981434346e-10 GOULDQP2,piqp,high_accuracy,0.0025980779992096,True,3.386180225106728e-15,1.925190879310444e-10,4.3581024206096337e-14,8.366331818413127e-10 GOULDQP2,piqp,low_accuracy,0.0015267269991454,True,6.660783036238627e-12,4.330491050908839e-06,2.636182274411668e-05,1.0573631134744532e-05 +GOULDQP2,piqp,mid_accuracy,0.0019785009999395,True,4.0523140398818206e-15,9.257827787318972e-07,2.6920483430122044e-08,8.237282783039304e-09 GOULDQP2,proxqp,default,0.5721194739962812,True,9.787137354777542e-06,2.642151928933403e-07,0.0002779948643034,1.5489615216507445e-07 GOULDQP2,proxqp,high_accuracy,0.6326362420004443,True,2.362554596402333e-13,5.18990974734913e-13,4.732839693072366e-10,8.36637463762267e-10 GOULDQP2,proxqp,low_accuracy,0.42191927699605,True,0.0004400020989692,4.4835618016447066e-08,0.0030967038117347,6.824676205151718e-05 +GOULDQP2,proxqp,mid_accuracy,0.6058367469995574,True,1.8883383745560423e-09,3.7119425825646725e-10,3.37995971808492e-07,8.360551154379737e-10 GOULDQP2,scs,default,0.207338776999677,True,0.0260186655840364,1.3192899224252724e-08,6.549268572715507e-06,3.4156198030918733e-07 GOULDQP2,scs,high_accuracy,0.6447345099950326,True,1.0675957895500687e-09,9.788448263742255e-16,1.7596358398153098e-12,8.36642819693894e-10 GOULDQP2,scs,low_accuracy,0.1842694669976481,True,0.0268187016708623,3.427340910534252e-07,0.0006160235959628,1.920348521531061e-07 +GOULDQP2,scs,mid_accuracy,1.0033299390006505,True,4.566051906351731e-06,9.344493997760336e-11,1.5330690910763528e-07,9.169327165766112e-10 GOULDQP3,clarabel,default,0.0071592380008951,True,5.467848396278896e-15,6.011513804144461e-14,4.903333198933574e-05,2.0728662740499004e-05 GOULDQP3,clarabel,high_accuracy,0.008757591000176,True,6.161737786669619e-15,1.3883926257398434e-13,2.3178037613104284e-10,2.85238352937256e-08 GOULDQP3,clarabel,low_accuracy,0.006911170999956,True,5.467848396278896e-15,6.011513804144461e-14,4.903333198933574e-05,2.0728662740499004e-05 @@ -1192,7 +1232,7 @@ GOULDQP3,highs,high_accuracy,0.1076934199991228,True,1.63202784619898e-14,3.3313 GOULDQP3,highs,low_accuracy,0.1074052719995961,True,1.63202784619898e-14,3.3313917291444284e-06,0.0060243696310067,2.8221883052736985e-08 GOULDQP3,highs,mid_accuracy,0.1079739179986063,True,1.2712053631958042e-14,3.3313917291444284e-06,0.0060243696309072,2.8221883052736985e-08 GOULDQP3,osqp,default,0.0035995590005768,True,0.0001933882855782,0.000903059978192,0.701320110650487,0.0006344576343404 -GOULDQP3,osqp,high_accuracy,0.0044445520034059,True,1.9273471707492725e-13,8.608541397087117e-13,8.43290724570282e-11,2.8520197314918505e-08 +GOULDQP3,osqp,high_accuracy,0.0044445520034059,True,1.9273471707492725e-13,8.60854139708712e-13,8.43290724570282e-11,2.8520197314918505e-08 GOULDQP3,osqp,low_accuracy,0.0026114920001418,True,0.0001933882855782,0.000903059978192,0.701320110650487,0.0006344576343404 GOULDQP3,osqp,mid_accuracy,0.007493870005419,True,3.4290343897680486e-09,1.6314607041985932e-08,9.870112601941162e-07,2.7123213452995287e-08 GOULDQP3,piqp,default,0.0021971259993733,True,4.329869796038111e-15,2.1593609801426722e-09,9.187673736358545e-08,2.8531111251339784e-08 @@ -1202,11 +1242,11 @@ GOULDQP3,piqp,mid_accuracy,0.0021886519971303,True,4.329869796038111e-15,2.15936 GOULDQP3,proxqp,default,0.1420132769999327,True,2.6166727260523714e-06,1.203056961227985e-10,7.606050758171921e-07,7.308169291952993e-07 GOULDQP3,proxqp,high_accuracy,0.1739762799988966,True,3.343250121190522e-10,2.1718737919229625e-14,4.121147867408581e-12,2.852747327253269e-08 GOULDQP3,proxqp,low_accuracy,0.1053826300012588,True,0.0008718435474657,3.435645641675848e-08,0.0003954429397159,0.0005426336377136 -GOULDQP3,proxqp,mid_accuracy,0.1417054639969137,True,1.573474510685458e-07,1.0933851046779354e-11,3.0404443407405786e-08,1.7077685932065374e-09 +GOULDQP3,proxqp,mid_accuracy,0.1417054639969137,True,1.573474510685458e-07,1.0933851046779354e-11,3.0404443407405786e-08,1.707768593206537e-09 GOULDQP3,scs,default,0.0052060130001336,True,0.0113248449840117,0.0005329288251035,0.001675721841245,0.0752289678369275 GOULDQP3,scs,high_accuracy,0.0895939040019584,True,1.234035096331354e-10,3.0219471239614765e-10,8.971256560122601e-11,2.9702540427223312e-08 GOULDQP3,scs,low_accuracy,0.0730782710015773,True,0.0022802082001502,0.0008265565096424,0.0009816033284941,0.0216508820651948 -GOULDQP3,scs,mid_accuracy,0.170029255998088,True,4.848829671111332e-12,2.5369959065794576e-07,6.082008323995914e-09,2.5405562542601963e-08 +GOULDQP3,scs,mid_accuracy,0.170029255998088,True,4.848829671111332e-12,2.5369959065794576e-07,6.082008323995914e-09,2.5405562542601973e-08 HS118,clarabel,default,0.001679597000475,True,0.0,2.484446691546085e-09,1.1687447017376432e-07,2.987098923767917e-07 HS118,clarabel,high_accuracy,0.0016593300006206,True,0.0,2.486899575160351e-13,1.1750109917552679e-11,2.9672264645341784e-11 HS118,clarabel,low_accuracy,0.0016576229991187,True,0.0,2.483155824301824e-07,1.167637934750797e-05,2.9862883138775945e-05 @@ -1234,15 +1274,15 @@ HS118,piqp,mid_accuracy,0.0006822089999332,True,0.0,1.0490259859285007e-10,3.308 HS118,proxqp,default,0.0011397319995012,True,1.2545563432553308e-06,8.349587909961542e-09,2.6834087023530603e-06,6.886546088935575e-07 HS118,proxqp,high_accuracy,0.0011885029998666,True,6.023359588880339e-11,3.539391002504999e-13,1.2933298876305328e-10,4.786215868080035e-11 HS118,proxqp,low_accuracy,0.0011023850001947,True,0.0005578409608943,6.098809643972886e-06,0.000697153834281,0.0008591975677063 -HS118,proxqp,mid_accuracy,0.001347411000097,True,8.730523859412642e-09,5.001488112554853e-11,1.8693892656074224e-08,7.2840293796616615e-09 +HS118,proxqp,mid_accuracy,0.001347411000097,True,8.730523859412642e-09,5.001488112554853e-11,1.8693892656074224e-08,7.28402937966166e-09 HS118,scs,default,0.0037189819995546,True,0.0001856188094251,3.386107709646424e-05,0.0005292128010705,0.0004134866380809 -HS118,scs,high_accuracy,0.0042404840005474,True,5.498348443211392e-10,2.9840117455464167e-11,9.469036148026132e-10,1.6386820789193735e-09 +HS118,scs,high_accuracy,0.0042404840005474,True,5.49834844321139e-10,2.9840117455464167e-11,9.469036148026132e-10,1.6386820789193735e-09 HS118,scs,low_accuracy,0.0035347529992577,True,0.0001856188094251,3.386107709646424e-05,0.0005292128010705,0.0004134866380809 HS118,scs,mid_accuracy,0.0104106990002037,True,3.37954263684992e-07,2.5792056046469725e-08,1.3441062068535884e-07,3.857363708448247e-07 HS21,clarabel,default,0.0014441719977185,True,0.0,4.067926551165613e-13,3.376924365139366e-09,8.66819505063176e-10 HS21,clarabel,high_accuracy,0.0014301100018201,True,0.0,6.224187831804784e-15,3.3773484009458343e-11,8.668621376273222e-12 HS21,clarabel,low_accuracy,0.0013986929989187,True,0.0,1.9223019009917408e-11,3.376501556268119e-07,8.668267525990816e-08 -HS21,clarabel,mid_accuracy,0.0016286699974443,True,0.0,1.969048535332973e-11,3.435482821695368e-07,8.86253417320404e-08 +HS21,clarabel,mid_accuracy,0.0016286699974443,True,0.0,1.9690485353329728e-11,3.435482821695368e-07,8.86253417320404e-08 HS21,cvxopt,default,0.0033060859932447,True,0.0,1.245413855377464e-09,9.907786349032724e-11,5.367439825931797e-11 HS21,cvxopt,high_accuracy,0.0040230169979622,True,0.0,1.2454134945549807e-11,9.907804390157578e-13,5.258016244624741e-13 HS21,cvxopt,low_accuracy,0.0033412460034014,True,0.0,1.245413855377464e-09,9.907786349032724e-11,5.367439825931797e-11 @@ -1254,7 +1294,7 @@ HS21,gurobi,mid_accuracy,0.0217296900009387,True,0.0,6.135147098684791e-09,9.271 HS21,highs,default,0.0007938749986351,True,0.0,1.999999999988123e-07,3.999999999976245e-07,0.0 HS21,highs,high_accuracy,0.0006816539971623,True,0.0,1.999999999988123e-07,3.999999999976245e-07,0.0 HS21,highs,low_accuracy,0.0006817290050094,True,0.0,1.999999999988123e-07,3.999999999976245e-07,0.0 -HS21,highs,mid_accuracy,0.000805425006547,True,0.0,1.9999999999881227e-07,3.999999999976245e-07,0.0 +HS21,highs,mid_accuracy,0.000805425006547,True,0.0,1.999999999988123e-07,3.999999999976245e-07,0.0 HS21,osqp,default,0.0008608120042481,True,0.0001055422591313,7.723176476563676e-06,1.1224885691760169e-05,4.221578819851857e-06 HS21,osqp,high_accuracy,0.0009337890005554,True,0.0,5.4306295571571184e-11,1.0023698537864334e-10,8.37019342725398e-12 HS21,osqp,low_accuracy,0.0008568789999117,True,0.0001055422591313,7.723176476563676e-06,1.1224885691760169e-05,4.221578819851857e-06 @@ -1338,27 +1378,35 @@ HS35,scs,mid_accuracy,0.001505486005044,True,3.698802242269039e-08,1.20320253760 HS35MOD,clarabel,default,0.0015157160014496,True,1.411093464298574e-13,2.7112486705445965e-11,3.1924980659070457e-08,1.2114545810959498e-08 HS35MOD,clarabel,high_accuracy,0.0017093540009227,True,1.3655743202889424e-14,2.6298742741135023e-12,2.8377344918339976e-10,1.0803979932916263e-10 HS35MOD,clarabel,low_accuracy,0.0015186509990599,True,1.0147438445073933e-13,8.909539772616881e-13,1.784836475088314e-05,6.676269938665769e-06 +HS35MOD,clarabel,mid_accuracy,0.0016374469996662,True,1.6653345369377348e-16,7.105427357601002e-15,9.293186408743104e-07,3.2814899064703695e-07 HS35MOD,cvxopt,default,0.0095043209948926,True,0.0,5.94531098352391e-07,2.6919672685421503e-06,1.164427139599411e-06 HS35MOD,cvxopt,high_accuracy,0.0118481129975407,True,0.0,1.1788021336833765e-08,3.3220983453041697e-07,1.6458912099892586e-07 HS35MOD,cvxopt,low_accuracy,0.0114475800000946,True,0.0,5.94531098352391e-07,2.6919672685421503e-06,1.164427139599411e-06 +HS35MOD,cvxopt,mid_accuracy,0.0051951890000054,True,0.0,5.94531098352391e-07,2.6919672685421503e-06,1.164427139599411e-06 HS35MOD,gurobi,default,0.0267775419997633,True,0.0,0.0002270478757218,0.0003405640039348,4.027382871640839e-09 HS35MOD,gurobi,high_accuracy,0.0033121029991889,True,0.0,0.0002270478757218,0.0003405640039348,4.027382871640839e-09 HS35MOD,gurobi,low_accuracy,0.0044721930025843,True,0.0,0.0002270478757218,0.0003405640039348,4.027382871640839e-09 +HS35MOD,gurobi,mid_accuracy,0.0219953220002935,True,0.0,0.0002270478757218,0.0003405640039348,4.027382871640839e-09 HS35MOD,highs,default,0.0007315020047826,True,0.0,1.499999964238441e-07,2.749999890028221e-07,3.552713678800501e-15 HS35MOD,highs,high_accuracy,0.0008632629978819,True,0.0,1.499999964238441e-07,2.749999890028221e-07,3.552713678800501e-15 HS35MOD,highs,low_accuracy,0.0007852540002204,True,0.0,1.499999964238441e-07,2.749999890028221e-07,3.552713678800501e-15 +HS35MOD,highs,mid_accuracy,0.0008070490002864,True,0.0,1.499999964238441e-07,2.749999890028221e-07,3.552713678800501e-15 HS35MOD,osqp,default,0.0015370210021501,True,0.0001362170591903,0.0026174007165556,0.0015488114694248,0.000136252831858 HS35MOD,osqp,high_accuracy,0.0012091610042261,True,3.164135620181696e-15,2.3436808049837055e-13,1.1562972801471005e-13,5.329070518200751e-15 HS35MOD,osqp,low_accuracy,0.0011546480018296,True,6.93985091615445e-10,7.3020380852995e-09,4.965740929563367e-09,6.939853136600505e-10 +HS35MOD,osqp,mid_accuracy,0.0013560009992943,True,6.939850916154453e-10,7.3020380852995e-09,4.965740929563367e-09,6.939853136600505e-10 HS35MOD,piqp,default,0.0004981229994882,True,7.338574192772287e-14,2.9483949234432937e-10,4.5130928993941666e-09,2.307610103002844e-09 -HS35MOD,piqp,high_accuracy,0.0005499600010807,True,1.0325074129013956e-14,2.956710670295107e-12,7.009642866151461e-10,3.3791280884543085e-10 +HS35MOD,piqp,high_accuracy,0.0005499600010807,True,1.0325074129013956e-14,2.956710670295107e-12,7.00964286615146e-10,3.3791280884543085e-10 HS35MOD,piqp,low_accuracy,0.000556539000172,True,3.7939320574054144e-09,0.000726125879742,0.000715773951143,5.106600118764959e-06 +HS35MOD,piqp,mid_accuracy,0.0004948980003973,True,2.201239190924298e-12,2.9481825016030763e-08,3.382113145100618e-09,1.5758605087512482e-08 HS35MOD,proxqp,default,0.0008513069988111,True,5.363846916073278e-06,2.1006973938142437e-10,5.36383388161088e-06,5.363802257463135e-06 HS35MOD,proxqp,high_accuracy,0.0008032840050873,True,8.291023423367959e-11,3.9968028886505635e-15,8.291145547900669e-11,8.291145547900669e-11 HS35MOD,proxqp,low_accuracy,0.0007844230058253,True,2.7135666212707577e-05,1.3271694854211091e-09,2.713117656300001e-05,2.7133079694152684e-05 +HS35MOD,proxqp,mid_accuracy,0.0009813859996938,True,3.983846954547232e-07,1.9770629577919863e-11,3.983939513840795e-07,3.983841452281922e-07 HS35MOD,scs,default,0.0012691820011241,True,1.7000951679779774e-07,3.182353491837375e-07,5.603400448084273e-07,1.7000958507651378e-07 HS35MOD,scs,high_accuracy,0.0013045079977018,True,3.996802888650564e-14,2.7656575090836624e-12,3.798628078754973e-12,4.263256414560601e-14 HS35MOD,scs,low_accuracy,0.0013025830048718,True,1.7000951679779774e-07,3.182353491837375e-07,5.603400448084273e-07,1.7000958507651378e-07 +HS35MOD,scs,mid_accuracy,0.0014832830001978,True,3.996802888650564e-14,2.7656575090836624e-12,3.798628078754973e-12,4.263256414560601e-14 HS51,clarabel,default,0.0012990940012969,True,4.440892098500626e-16,6.804488497756835e-16,7.991110412705195e-16,2.9987482349754715e-25 HS51,clarabel,high_accuracy,0.0013608849985757,True,4.440892098500626e-16,6.804488497756835e-16,7.991110412705195e-16,2.9987482349754715e-25 HS51,clarabel,low_accuracy,0.0016020000002754,True,4.440892098500626e-16,6.804488497756835e-16,7.991110412705195e-16,2.9987482349754715e-25 @@ -1438,13 +1486,13 @@ HS53,gurobi,mid_accuracy,0.0216896959973382,True,1.2434497875801752e-14,9.636735 HS53,highs,default,0.0007885160011937,True,1.4432899320127037e-15,7.674418833758524e-08,1.1276365929902e-07,4.4186046821437263e-08 HS53,highs,high_accuracy,0.0007746990013401,True,1.4432899320127037e-15,7.674418833758524e-08,1.1276365929902e-07,4.4186046821437263e-08 HS53,highs,low_accuracy,0.0007418070017592,True,1.4432899320127037e-15,7.674418833758524e-08,1.1276365929902e-07,4.4186046821437263e-08 -HS53,highs,mid_accuracy,0.0008215699999709,True,1.4432899320127037e-15,7.674418833758524e-08,1.1276365929902e-07,4.418604682143726e-08 +HS53,highs,mid_accuracy,0.0008215699999709,True,1.4432899320127037e-15,7.674418833758524e-08,1.1276365929902e-07,4.4186046821437263e-08 HS53,osqp,default,0.0010656810009095,True,3.55277503638618e-07,4.2397801611748775e-06,2.8387329140677764e-06,2.561479700347036e-06 HS53,osqp,high_accuracy,0.0018071380000037,True,1.3646861418692424e-12,1.2581935493471974e-11,7.045919403481094e-12,4.417875842932517e-08 HS53,osqp,low_accuracy,0.0010604479975881,True,3.55277503638618e-07,4.2397801611748775e-06,2.8387329140677764e-06,2.561479700347036e-06 HS53,osqp,mid_accuracy,0.0011552399992069,True,1.3646861418692424e-12,1.2581935493471974e-11,7.045919403481094e-12,4.417875842932517e-08 -HS53,piqp,default,0.0004694780000136,True,5.551115123125788e-16,6.340287756705353e-13,1.6573732120639628e-10,4.418604593325881e-08 -HS53,piqp,high_accuracy,0.0004899220002698,True,5.551115123125788e-16,6.340287756705353e-13,1.6573732120639628e-10,4.418604593325881e-08 +HS53,piqp,default,0.0004694780000136,True,5.55111512312579e-16,6.340287756705353e-13,1.6573732120639628e-10,4.418604593325881e-08 +HS53,piqp,high_accuracy,0.0004899220002698,True,5.55111512312579e-16,6.340287756705353e-13,1.6573732120639628e-10,4.418604593325881e-08 HS53,piqp,low_accuracy,0.0004553050002868,True,5.792818447147852e-10,6.33803503723186e-07,0.0001657299472723,4.403400488683928e-08 HS53,piqp,mid_accuracy,0.0004594099991663,True,5.795364188543317e-14,6.339246358176139e-11,1.657349808249305e-08,4.4186031722404095e-08 HS53,proxqp,default,0.0003863609999825,True,9.397212252792997e-08,4.695399624665697e-11,7.597329192421398e-07,8.039177865626357e-07 @@ -1490,27 +1538,35 @@ HS76,scs,mid_accuracy,0.0014350810015457,True,1.2434737506339388e-07,2.614684191 HUES-MOD,clarabel,default,0.1119131420055055,True,1.5916157281026244e-12,3.511535748052137e-13,0.0169455707073211,226.12390176951885 HUES-MOD,clarabel,high_accuracy,0.4240528289956273,True,3.296918293926865e-12,7.754141793413374e-13,5.960464477539065e-08,226.1266540884972 HUES-MOD,clarabel,low_accuracy,0.1203553580053267,True,4.774847184307873e-12,5.973829625958475e-14,0.0002008527517318,226.12662325799465 +HUES-MOD,clarabel,mid_accuracy,0.1632919940002466,True,2.9558577807620168e-12,1.7364930743403212e-10,1.341104507446289e-07,226.12665417790413 HUES-MOD,cvxopt,default,0.862552318998496,True,5.9117155615240335e-12,4.218847493575595e-15,23.360609397292137,215.3029378280044 HUES-MOD,cvxopt,high_accuracy,0.8860041090010782,True,5.9117155615240335e-12,4.218847493575595e-15,23.360609397292137,215.3029378280044 HUES-MOD,cvxopt,low_accuracy,0.8768125610004063,True,5.9117155615240335e-12,4.218847493575595e-15,23.360609397292137,215.3029378280044 +HUES-MOD,cvxopt,mid_accuracy,0.8068163499992806,True,5.9117155615240335e-12,4.218847493575595e-15,23.360609397292137,215.3029378280044 HUES-MOD,gurobi,default,0.1392919339996297,False,inf,inf,inf, HUES-MOD,gurobi,high_accuracy,0.1052270939981099,False,inf,inf,inf, HUES-MOD,gurobi,low_accuracy,0.0755112159968121,False,inf,inf,inf, +HUES-MOD,gurobi,mid_accuracy,0.1296247049995145,False,inf,inf,inf, HUES-MOD,highs,default,0.0084328919983818,False,inf,inf,inf, HUES-MOD,highs,high_accuracy,0.0077899850002722,False,inf,inf,inf, HUES-MOD,highs,low_accuracy,0.0075752430057036,False,inf,inf,inf, +HUES-MOD,highs,mid_accuracy,1000.3418828490004,False,inf,inf,inf, HUES-MOD,osqp,default,0.0648677010030951,False,inf,inf,inf, HUES-MOD,osqp,high_accuracy,0.0770716929982882,False,inf,inf,inf, HUES-MOD,osqp,low_accuracy,0.0667334500030847,False,inf,inf,inf, +HUES-MOD,osqp,mid_accuracy,0.0660913740002797,False,inf,inf,inf, HUES-MOD,piqp,default,0.0166947769994294,True,3.751665644813329e-12,1.214855917957853e-10,0.0082449167966842,226.12472058832645 HUES-MOD,piqp,high_accuracy,0.2310407419990952,False,inf,inf,inf, HUES-MOD,piqp,low_accuracy,0.0171903929986001,True,2.7284841053187847e-12,4.5997369927969645e-11,0.0007418245077133,226.1264774724841 +HUES-MOD,piqp,mid_accuracy,0.0224458379998395,True,7.048583938740194e-12,2.5492739184199207e-12,9.08970832824707e-07,226.12665361166 HUES-MOD,proxqp,default,0.0845782079995842,True,1.8189894035458565e-12,5.108533596143161e-10,0.0004608482122421,226.12664674967527 HUES-MOD,proxqp,high_accuracy,0.2185255989970755,True,2.160049916710705e-12,9.547918011776346e-15,2.9802322387695312e-08,226.12665413320065 HUES-MOD,proxqp,low_accuracy,0.083753216000332,True,1.8189894035458565e-12,5.108533596143161e-10,0.0004608482122421,226.12664674967527 +HUES-MOD,proxqp,mid_accuracy,0.1034862670003349,True,8.679234074074295e-11,6.60007394874193e-14,2.086162567138672e-07,226.1266539990902 HUES-MOD,scs,default,0.0202956869979971,False,inf,inf,inf, HUES-MOD,scs,high_accuracy,0.0230099290056386,False,inf,inf,inf, HUES-MOD,scs,low_accuracy,0.0208787480005412,False,inf,inf,inf, +HUES-MOD,scs,mid_accuracy,0.0235601990007126,False,inf,inf,inf, HUESTIS,clarabel,default,0.2081463949998578,True,5.115907697472721e-11,7.123113210383278e-11,0.1146240234375,2261266.4587402344 HUESTIS,clarabel,high_accuracy,1.0420213710003736,False,inf,inf,inf, HUESTIS,clarabel,low_accuracy,0.3451330309999321,True,5.002220859751105e-12,3.2741809263825417e-11,0.002685546875,2261266.5435791016 @@ -1546,31 +1602,31 @@ HUESTIS,scs,mid_accuracy,0.0321922060011274,False,inf,inf,inf, KSIP,clarabel,default,0.0248907060013152,True,0.0,3.0570479481184515e-10,1.0226131053059362e-10,1.2409063776530616e-09 KSIP,clarabel,high_accuracy,0.027784995996626,True,0.0,3.0570479481184515e-10,1.0226131053059362e-10,1.2409063776530616e-09 KSIP,clarabel,low_accuracy,0.0184764559962786,True,0.0,0.0008889366617594,0.0003073128709736,4.248397786121849e-06 -KSIP,clarabel,mid_accuracy,0.02291051799966226,True,1.4244549983999377e-10,2.897150024327999e-07,9.921039167970491e-08,1.244662373167671e-09 +KSIP,clarabel,mid_accuracy,0.0229105179996622,True,1.4244549983999375e-10,2.897150024327999e-07,9.921039167970493e-08,1.244662373167671e-09 KSIP,cvxopt,default,0.916527435001626,True,0.0,1.841127250656864e-11,6.017832021587567e-08,1.801003901569231e-09 KSIP,cvxopt,high_accuracy,0.9531805489968974,True,0.0,1.841127250656864e-11,6.017832021587567e-08,1.801003901569231e-09 KSIP,cvxopt,low_accuracy,0.9336895779997576,True,0.0,1.841127250656864e-11,6.017832021587567e-08,1.801003901569231e-09 -KSIP,cvxopt,mid_accuracy,0.9385959669998556,True,0.0,1.8411272506568634e-11,6.017832021587566e-08,1.8010039015692314e-09 +KSIP,cvxopt,mid_accuracy,0.9385959669998556,True,0.0,1.841127250656864e-11,6.017832021587567e-08,1.801003901569231e-09 KSIP,gurobi,default,0.0617467670017504,True,0.0,2.359234911778487,1.3098983189890698,1.2405401150772375e-09 KSIP,gurobi,high_accuracy,0.0325641469971742,True,0.0,2.359234911778487,1.3098983189890698,1.2405401150772375e-09 KSIP,gurobi,low_accuracy,0.032524464004382,True,0.0,2.359234911778487,1.3098983189890698,1.2405401150772375e-09 -KSIP,gurobi,mid_accuracy,0.0524576400002843,True,0.0,2.359234911778487,1.3098983189890698,1.2405401150772377e-09 +KSIP,gurobi,mid_accuracy,0.0524576400002843,True,0.0,2.359234911778487,1.3098983189890698,1.2405401150772375e-09 KSIP,highs,default,0.0035701930028153,False,inf,inf,inf, KSIP,highs,high_accuracy,0.0034270199976162,False,inf,inf,inf, KSIP,highs,low_accuracy,0.0033982369932346,False,inf,inf,inf, -KSIP,highs,mid_accuracy,0.01729747800027326,True,4.9249937461581794e-11,55.44762192060639,42.241685348355546,0.008727417884965005 +KSIP,highs,mid_accuracy,0.0172974780002732,True,4.9249937461581794e-11,55.44762192060639,42.241685348355546,0.008727417884965 KSIP,osqp,default,0.0062465669980156,True,0.0006044099084342,0.0001619330797271,0.0003681555058065,0.0006727568625798 KSIP,osqp,high_accuracy,0.1899018609983613,False,inf,inf,inf, KSIP,osqp,low_accuracy,0.0089870779993361,True,0.0004687530395494,0.0001342719424125,0.0002944744190324,0.0005176382539281 -KSIP,osqp,mid_accuracy,0.19668685900023775,False,inf,inf,inf, +KSIP,osqp,mid_accuracy,0.1966868590002377,False,inf,inf,inf, KSIP,piqp,default,0.0084969249983259,True,2.3647750424515834e-14,9.523288824198062e-09,4.753646809518841e-09,1.240216040976349e-09 -KSIP,piqp,high_accuracy,0.0091102789992874,True,5.551115123125788e-16,9.516543109100439e-11,4.747868764809482e-11,1.240107683209146e-09 +KSIP,piqp,high_accuracy,0.0091102789992874,True,5.55111512312579e-16,9.516543109100439e-11,4.747868764809482e-11,1.240107683209146e-09 KSIP,piqp,low_accuracy,0.0083572610001283,True,3.5617020444078657e-10,8.311398465776776e-05,4.133295965458306e-05,2.260260090203303e-09 -KSIP,piqp,mid_accuracy,0.0077131019997978,True,1.960320794580639e-12,9.436109027483042e-07,4.68993055835476e-07,1.2528533765987504e-09 +KSIP,piqp,mid_accuracy,0.0077131019997978,True,1.960320794580639e-12,9.436109027483042e-07,4.68993055835476e-07,1.25285337659875e-09 KSIP,proxqp,default,0.5461247309940518,True,7.399762146920175e-06,7.729953011015311e-09,5.303188180372231e-06,8.117148350472725e-06 KSIP,proxqp,high_accuracy,0.5489890380049474,True,9.658940314238862e-15,9.2148511043888e-15,1.8207657603852567e-14,1.2400971360904123e-09 KSIP,proxqp,low_accuracy,0.5320999489995302,True,0.0003329370296671,2.668192833343852e-09,0.0001531426874539,0.0003618516283958 -KSIP,proxqp,mid_accuracy,0.47105687800012674,True,5.718430753365311e-07,1.9668711104259273e-12,1.6234874722353965e-07,5.887603745646786e-07 +KSIP,proxqp,mid_accuracy,0.4710568780001267,True,5.718430753365311e-07,1.966871110425928e-12,1.6234874722353965e-07,5.887603745646786e-07 KSIP,scs,default,0.0387237929971888,True,9.53762549349424e-05,8.994169569587207e-05,4.600966981183063e-06,0.0001105349394848 KSIP,scs,high_accuracy,5.32615488400188,False,inf,inf,inf, KSIP,scs,low_accuracy,0.0119247589973383,True,0.0004235710922897,5.360076349036902e-05,0.0002368176145451,0.0004919144246899 @@ -1610,51 +1666,67 @@ LASER,scs,mid_accuracy,0.1547284360003686,True,1.0864695809686964e-09,1.80443748 LISWET1,clarabel,default,0.7981509550008923,False,inf,inf,inf, LISWET1,clarabel,high_accuracy,0.9406640099987272,False,inf,inf,inf, LISWET1,clarabel,low_accuracy,0.1441204330039909,True,3.389274616516502e-07,2.222370898419257e-11,0.0009462161688134,10.668228033121558 +LISWET1,clarabel,mid_accuracy,0.9072483679997276,False,inf,inf,inf, LISWET1,cvxopt,default,0.7435333379980875,False,inf,inf,inf, LISWET1,cvxopt,high_accuracy,0.618081576001714,False,inf,inf,inf, LISWET1,cvxopt,low_accuracy,0.6765972590001184,False,inf,inf,inf, +LISWET1,cvxopt,mid_accuracy,0.6492378890002328,False,inf,inf,inf, LISWET1,gurobi,default,0.1484033059969078,False,inf,inf,inf, LISWET1,gurobi,high_accuracy,0.1205728540007839,False,inf,inf,inf, LISWET1,gurobi,low_accuracy,0.1270348469988675,False,inf,inf,inf, +LISWET1,gurobi,mid_accuracy,0.2046589770002356,False,inf,inf,inf, LISWET1,highs,default,1.2037554490016191,True,2.220446049250313e-16,8.001187565609413e-06,0.0004979192999599,8.497587344891144e-08 LISWET1,highs,high_accuracy,1.206100127994432,True,2.220446049250313e-16,8.001187565609413e-06,0.0004979192999599,8.497587344891144e-08 LISWET1,highs,low_accuracy,1.1938410389993803,True,2.220446049250313e-16,8.001187565609413e-06,0.0004979192999599,8.497587344891144e-08 +LISWET1,highs,mid_accuracy,1.2055566799999724,True,0.0,0.0116493291311274,0.0138037112710662,1.1741573047174825e-07 LISWET1,osqp,default,0.0688157839977066,True,0.0011740576809293,7.782158671307271e-05,0.0151367296548414,11.13865433624236 LISWET1,osqp,high_accuracy,2.1531240080003045,False,inf,inf,inf, LISWET1,osqp,low_accuracy,0.0668993940053042,True,0.0008787875318112,4.615982851830652e-05,0.0106595262914197,11.13379912299937 +LISWET1,osqp,mid_accuracy,1.8437847760001205,False,inf,inf,inf, LISWET1,piqp,default,0.1453254040006868,True,4.440892098500626e-15,1.7542367558576186e-10,4.966414962837007e-06,4.880909308724313e-06 LISWET1,piqp,high_accuracy,0.2090982729987445,True,6.661338147750939e-16,1.7901036208911592e-10,9.131326805800201e-10,8.458570022185088e-08 LISWET1,piqp,low_accuracy,0.1552715950001584,True,8.438805210175815e-13,1.6432044613878816e-10,0.0009921564142132,0.0009920991551908 +LISWET1,piqp,mid_accuracy,0.1581999159998304,True,1.1102230246251563e-15,1.747584299494065e-10,8.489023457514122e-07,7.633916894178583e-07 LISWET1,proxqp,default,0.0,False,inf,inf,inf, LISWET1,proxqp,high_accuracy,0.0,False,inf,inf,inf, LISWET1,proxqp,low_accuracy,0.0,False,inf,inf,inf, +LISWET1,proxqp,mid_accuracy,0.0,False,inf,inf,inf, LISWET1,scs,default,0.559014135003963,True,0.0001947942490907,3.946345122102235e-05,1.8011596694123e-06,11.125113731750425 LISWET1,scs,high_accuracy,80.85294469699875,False,inf,inf,inf, LISWET1,scs,low_accuracy,0.2157171879953239,True,0.0008738447842177,0.0005499960870563,5.050366780778859e-06,11.133508721366104 +LISWET1,scs,mid_accuracy,184.09018052500005,False,inf,inf,inf, LISWET10,clarabel,default,0.2258296380023239,False,inf,inf,inf, LISWET10,clarabel,high_accuracy,0.2374211540009128,False,inf,inf,inf, LISWET10,clarabel,low_accuracy,0.1186889839955256,True,1.6249556933356504e-07,1.5411200093851107e-11,0.0009506301257715,24.452912063865973 +LISWET10,clarabel,mid_accuracy,0.21838711999953375,True,1.801073985507884e-07,9.915793880432844e-12,2.0201878214720637e-07,24.306223798835312 LISWET10,cvxopt,default,0.8090539449985954,False,inf,inf,inf, LISWET10,cvxopt,high_accuracy,0.8447213990002638,False,inf,inf,inf, LISWET10,cvxopt,low_accuracy,0.8014619419991504,False,inf,inf,inf, +LISWET10,cvxopt,mid_accuracy,0.8173712659990997,False,inf,inf,inf, LISWET10,gurobi,default,0.1466457670030649,False,inf,inf,inf, LISWET10,gurobi,high_accuracy,0.1303270290009095,False,inf,inf,inf, LISWET10,gurobi,low_accuracy,0.1294470529974205,False,inf,inf,inf, +LISWET10,gurobi,mid_accuracy,0.1603508510015672,False,inf,inf,inf, LISWET10,highs,default,1.5245221059958567,True,1.0491607582707732e-14,0.0005530656323383,0.0004952675153617,3.185029200380996e-07 LISWET10,highs,high_accuracy,1.5172229610034265,True,1.0491607582707732e-14,0.0005530656323383,0.0004952675153617,3.185029200380996e-07 LISWET10,highs,low_accuracy,1.5195530509954551,True,1.0491607582707732e-14,0.0005530656323383,0.0004952675153617,3.185029200380996e-07 +LISWET10,highs,mid_accuracy,1.2091530969992164,True,2.220446049250313e-15,15.692228111201398,9.604387742001563e-05,0.00023050776402300244 LISWET10,osqp,default,0.0567897709988756,True,0.0018348860895196,0.0002200863905542,0.0495819493635281,24.537040933031825 LISWET10,osqp,high_accuracy,1.8041665999990075,False,inf,inf,inf, LISWET10,osqp,low_accuracy,0.0616446229978464,True,0.0008049338543851,4.746563499036238e-05,0.0096953852180377,24.495812594278654 +LISWET10,osqp,mid_accuracy,1.8322495200009143,False,inf,inf,inf, LISWET10,piqp,default,0.1703422059999866,True,4.191091917959966e-15,1.714266506525064e-10,3.9036212911014445e-06,4.22679037370699e-06 LISWET10,piqp,high_accuracy,0.3487888740000926,False,inf,inf,inf, LISWET10,piqp,low_accuracy,0.0227325829982874,True,1.0090623875358418e-06,0.0009775875699935,0.0003376637296241,24.48382542814094 +LISWET10,piqp,mid_accuracy,0.17785037299836404,True,8.881784197001252e-16,1.7302670407559617e-10,7.186390575952828e-07,1.041813142421688e-06 LISWET10,proxqp,default,0.0,False,inf,inf,inf, LISWET10,proxqp,high_accuracy,0.0,False,inf,inf,inf, LISWET10,proxqp,low_accuracy,0.0,False,inf,inf,inf, +LISWET10,proxqp,mid_accuracy,0.0,False,inf,inf,inf, LISWET10,scs,default,0.4680978019969188,True,0.0002057071077496,4.8635387209637615e-05,2.459772076690569e-06,24.48967634247416 LISWET10,scs,high_accuracy,81.02450458500243,False,inf,inf,inf, LISWET10,scs,low_accuracy,0.2151290620022337,True,0.0008974364940306,0.0005230667030518,5.297877578414045e-06,24.496519489826063 +LISWET10,scs,mid_accuracy,188.40399237499878,False,inf,inf,inf, LISWET11,clarabel,default,1.033918140001333,False,inf,inf,inf, LISWET11,clarabel,high_accuracy,0.9982185710032354,False,inf,inf,inf, LISWET11,clarabel,low_accuracy,0.4299760579997382,True,4.336538237392773e-07,2.5527291391824747e-10,0.0009972781317628,17.780128433645707 @@ -1702,11 +1774,11 @@ LISWET12,gurobi,mid_accuracy,0.1561771060000865,False,inf,inf,inf, LISWET12,highs,default,1.2865622469980735,True,3.774758283725532e-15,2.603288700844808e-05,0.0001577661685132,2.6115808395843487e-05 LISWET12,highs,high_accuracy,1.299816343002021,True,3.774758283725532e-15,2.603288700844808e-05,0.0001577661685132,2.6115808395843487e-05 LISWET12,highs,low_accuracy,1.2927633030049035,True,3.774758283725532e-15,2.603288700844808e-05,0.0001577661685132,2.6115808395843487e-05 -LISWET12,highs,mid_accuracy,1.2407360090000452,True,3.1086244689504383e-15,2.19539344295076,0.00031526126485914574,4.9968184839599417e-05 +LISWET12,highs,mid_accuracy,1.2407360090000452,True,3.108624468950439e-15,2.19539344295076,0.0003152612648591,4.9968184839599417e-05 LISWET12,osqp,default,0.0574768899969058,True,0.0018363225378319,0.0002201665188535,0.0495812581439167,1711.9814579753634 LISWET12,osqp,high_accuracy,1.804234331997577,False,inf,inf,inf, LISWET12,osqp,low_accuracy,0.0627293400029884,True,0.0008053719076908,4.7523731106211e-05,0.0097235002367597,1711.9402569927174 -LISWET12,osqp,mid_accuracy,1.8573663120000674,False,inf,inf,inf, +LISWET12,osqp,mid_accuracy,1.857366312000068,False,inf,inf,inf, LISWET12,piqp,default,0.1686195290003524,True,6.661338147750939e-16,1.222726586647127e-09,8.432411959802266e-07,2.521670194255421e-05 LISWET12,piqp,high_accuracy,0.1905056499999773,True,6.661338147750939e-16,1.189020881753322e-09,7.53516360418871e-10,2.606062798804487e-05 LISWET12,piqp,low_accuracy,0.1727826500009541,True,1.822986206434507e-13,3.128003922270306e-07,0.0009804877381611,0.0009544280342197 @@ -1718,31 +1790,31 @@ LISWET12,proxqp,mid_accuracy,0.0,False,inf,inf,inf, LISWET12,scs,default,0.4399368910017074,True,0.0002069571128989,4.87644691259323e-05,2.444283381919377e-06,1711.934102783639 LISWET12,scs,high_accuracy,80.84456528500596,False,inf,inf,inf, LISWET12,scs,low_accuracy,0.2232104280046769,True,0.0008962841745356,0.0005227220357876,5.07444201502949e-06,1711.9409568307174 -LISWET12,scs,mid_accuracy,193.84096663999998,False,inf,inf,inf, +LISWET12,scs,mid_accuracy,193.84096664,False,inf,inf,inf, LISWET2,clarabel,default,0.1436223199998494,True,7.520968514640458e-09,1.6205647934697254e-12,1.591599038874847e-05,6.83532935141784e-07 LISWET2,clarabel,high_accuracy,0.194619331996364,True,8.24628448858888e-10,3.730349362740527e-14,7.266862667165697e-10,1.0804311305179226e-05 LISWET2,clarabel,low_accuracy,0.1421720069993171,True,7.520968514640458e-09,1.6205647934697254e-12,1.591599038874847e-05,6.83532935141784e-07 -LISWET2,clarabel,mid_accuracy,0.13799994900000456,True,3.857115293826041e-09,6.314671008311734e-13,9.441423571843188e-07,1.1953930570740567e-05 +LISWET2,clarabel,mid_accuracy,0.1379999490000045,True,3.857115293826041e-09,6.314671008311734e-13,9.441423571843188e-07,1.1953930570740567e-05 LISWET2,cvxopt,default,1.0549401700045564,False,inf,inf,inf, LISWET2,cvxopt,high_accuracy,1.7046551370003726,False,inf,inf,inf, LISWET2,cvxopt,low_accuracy,1.124950194003759,True,0.0,2.530349368778939e-05,0.0003868341896122,0.0001767953818578 -LISWET2,cvxopt,mid_accuracy,0.9589012989999901,True,0.0,2.903522759334365e-06,2.023382967308862e-05,1.9937587225626885e-07 +LISWET2,cvxopt,mid_accuracy,0.95890129899999,True,0.0,2.903522759334365e-06,2.023382967308862e-05,1.9937587225626885e-07 LISWET2,gurobi,default,0.168848284993146,False,inf,inf,inf, LISWET2,gurobi,high_accuracy,0.1548546159974648,False,inf,inf,inf, LISWET2,gurobi,low_accuracy,0.0983676649993867,False,inf,inf,inf, -LISWET2,gurobi,mid_accuracy,0.24176771399999097,False,inf,inf,inf, +LISWET2,gurobi,mid_accuracy,0.2417677139999909,False,inf,inf,inf, LISWET2,highs,default,1.2449680319987235,True,1.7763568394002505e-15,1.1107763153717089e-07,0.0003333911927256,1.028975837868984e-07 LISWET2,highs,high_accuracy,1.255427702999441,True,1.7763568394002505e-15,1.1107763153717089e-07,0.0003333911927256,1.028975837868984e-07 LISWET2,highs,low_accuracy,1.251472003001254,True,1.7763568394002505e-15,1.1107763153717089e-07,0.0003333911927256,1.028975837868984e-07 -LISWET2,highs,mid_accuracy,1.2391019320000112,True,1.1102230246251565e-15,228.85091737614636,0.0002742673432294396,6.0235850831702464e-06 +LISWET2,highs,mid_accuracy,1.2391019320000112,True,1.1102230246251563e-15,228.8509173761464,0.0002742673432294,6.0235850831702464e-06 LISWET2,osqp,default,0.0679559359996346,True,0.0011759963109791,7.483127665342676e-05,0.0150500545978502,0.0184043958310304 LISWET2,osqp,high_accuracy,1.8081751659992733,False,inf,inf,inf, LISWET2,osqp,low_accuracy,0.062087614001939,True,0.0008803114732119,4.361939656663538e-05,0.0105576009145806,0.0135474399834585 LISWET2,osqp,mid_accuracy,1.8122364070000003,False,inf,inf,inf, LISWET2,piqp,default,0.0789083660001779,True,3.986255769916625e-12,1.1224313145596908e-11,3.1463187042390928e-06,3.673431738349109e-06 -LISWET2,piqp,high_accuracy,0.1534583320008096,True,9.992007221626409e-16,1.3611334281904424e-13,8.276401786133642e-10,1.0208472289718885e-07 +LISWET2,piqp,high_accuracy,0.1534583320008096,True,9.992007221626409e-16,1.3611334281904424e-13,8.276401786133641e-10,1.0208472289718885e-07 LISWET2,piqp,low_accuracy,0.0448566530012612,True,9.701444871890177e-07,0.0008900948924868,0.0003150429024572,0.0005952255309331 -LISWET2,piqp,mid_accuracy,0.09497521700001244,True,8.494871472919385e-13,2.0972112935169207e-12,8.810234248812776e-07,8.067653745058578e-07 +LISWET2,piqp,mid_accuracy,0.0949752170000124,True,8.494871472919385e-13,2.0972112935169207e-12,8.810234248812776e-07,8.067653745058578e-07 LISWET2,proxqp,default,169.2165251519982,True,8.251133578052183e-06,1.2986718828100765e-07,0.0003508444701765,0.0009447497249404 LISWET2,proxqp,high_accuracy,0.0,False,inf,inf,inf, LISWET2,proxqp,low_accuracy,44.8850446679935,True,4.650144590911953e-05,8.179545313252018e-05,0.0009012500318021,0.0019427972548875 @@ -1786,27 +1858,35 @@ LISWET3,scs,mid_accuracy,187.49491538299844,False,inf,inf,inf, LISWET4,clarabel,default,0.178134077003051,True,6.505004566165933e-09,3.7253533591297133e-13,6.108872184995562e-06,7.268945125815662e-06 LISWET4,clarabel,high_accuracy,0.3414876629976788,True,2.1638932177136728e-10,3.4111602431607935e-14,9.3496055342257e-10,7.237287036332418e-08 LISWET4,clarabel,low_accuracy,0.1380701080051949,True,1.9376977731177483e-08,3.666122960765961e-12,0.0002410915487871,3.283096418726928e-06 +LISWET4,clarabel,mid_accuracy,0.2042110640013561,True,3.460924633994178e-09,2.981226376874702e-13,6.021218723617494e-07,3.854213957765751e-06 LISWET4,cvxopt,default,0.9295087290010996,True,0.0,6.507117997212042e-09,0.0002184099462283,7.365606444409423e-05 LISWET4,cvxopt,high_accuracy,0.9075343320000684,True,0.0,1.4290510857994931e-09,0.0001073827475011,3.845843303906804e-05 LISWET4,cvxopt,low_accuracy,0.9351937210012692,True,0.0,6.507117997212042e-09,0.0002184099462283,7.365606444409423e-05 +LISWET4,cvxopt,mid_accuracy,0.8607654450006521,True,0.0,6.9550514687766185e-09,0.0002183888059335,7.365120080748966e-05 LISWET4,gurobi,default,0.153863564999483,False,inf,inf,inf, LISWET4,gurobi,high_accuracy,0.1279516669965232,False,inf,inf,inf, LISWET4,gurobi,low_accuracy,0.1585395119982422,False,inf,inf,inf, +LISWET4,gurobi,mid_accuracy,0.181121894998796,False,inf,inf,inf, LISWET4,highs,default,2.409253173005709,True,1.4876988529977098e-14,0.0036762501189913,0.0001428871491953,8.82299104887352e-08 LISWET4,highs,high_accuracy,2.395893840999633,True,1.4876988529977098e-14,0.0036762501189913,0.0001428871491953,8.82299104887352e-08 LISWET4,highs,low_accuracy,2.3897092919942224,True,1.4876988529977098e-14,0.0036762501189913,0.0001428871491953,8.82299104887352e-08 +LISWET4,highs,mid_accuracy,1.277301117999741,True,1.1562468690828888e-10,503.628836650829,9.764357832864334e-05,0.0001896060509238 LISWET4,osqp,default,0.0717491780014825,True,0.0011755847251849,7.484517142925667e-05,0.0150281512110268,0.0182492022761948 LISWET4,osqp,high_accuracy,1.8113375559987617,False,inf,inf,inf, LISWET4,osqp,low_accuracy,0.0619322519996785,True,0.0008799786234705,4.363194952479443e-05,0.0105419705287204,0.0133987071057504 -LISWET4,piqp,default,0.0521422359997814,True,7.670885411245609e-13,8.350255625844122e-10,2.03522176889237e-09,8.441230647804333e-08 +LISWET4,osqp,mid_accuracy,1.803312983000069,False,inf,inf,inf, +LISWET4,piqp,default,0.0521422359997814,True,7.670885411245609e-13,8.35025562584412e-10,2.03522176889237e-09,8.441230647804333e-08 LISWET4,piqp,high_accuracy,0.0693205819989088,True,1.6740076122165329e-13,1.5088391647211094e-10,4.67707650386728e-10,8.600358114563279e-08 LISWET4,piqp,low_accuracy,0.0401970779985276,True,9.66604571179066e-07,0.0008775687374145,0.0002371131934069,0.0004486955660354 +LISWET4,piqp,mid_accuracy,0.0461129980012628,True,4.125893975971164e-12,3.3352779968409685e-08,5.307811079546809e-09,7.967656756591168e-08 LISWET4,proxqp,default,149.59642488599638,True,8.234977945664745e-06,2.6167039397367864e-06,0.0003486798595986,0.0008132967390679 LISWET4,proxqp,high_accuracy,0.0,False,inf,inf,inf, LISWET4,proxqp,low_accuracy,41.675457653000194,True,4.643418712535485e-05,8.021671153183446e-05,0.0008987246667402,0.0018089513076233 +LISWET4,proxqp,mid_accuracy,0.0,False,inf,inf,inf, LISWET4,scs,default,0.4328362189990002,True,0.0001979544800772,5.8035661033784266e-05,6.590089014935074e-06,0.0055899519069839 LISWET4,scs,high_accuracy,80.80662196999765,False,inf,inf,inf, LISWET4,scs,low_accuracy,0.2146937329962384,True,0.000717367457888,0.0005170434982382,1.4927649999663116e-05,0.0118512080483128 +LISWET4,scs,mid_accuracy,186.70736593199945,False,inf,inf,inf, LISWET5,clarabel,default,0.1158480390004115,True,0.0,1.0221326562920295e-10,7.698762055952102e-05,2.7410254723747585e-05 LISWET5,clarabel,high_accuracy,0.1810316769988276,True,1.9739765377835283e-12,9.103828801926284e-15,2.2555468603968607e-10,4.019218877715505e-07 LISWET5,clarabel,low_accuracy,0.1140811379955266,True,0.0,1.0221326562920295e-10,7.698762055952102e-05,2.7410254723747585e-05 @@ -1834,7 +1914,7 @@ LISWET5,piqp,mid_accuracy,0.0494815330021083,True,1.9508394899503397e-11,2.89294 LISWET5,proxqp,default,175.49976522100042,True,8.237021452472959e-06,1.1490466787777986e-07,0.0003491547395242,0.0008121123266491 LISWET5,proxqp,high_accuracy,0.0,False,inf,inf,inf, LISWET5,proxqp,low_accuracy,44.31177734699304,True,4.646079451164909e-05,8.10068291120028e-05,0.0008997315817396,0.0018093926557511 -LISWET5,proxqp,mid_accuracy,5648.939375444992,True,8.694054365321334e-10,7.000705570803234e-12,9.806935850065202e-07,6.01365364616413e-07 +LISWET5,proxqp,mid_accuracy,5648.939375444992,True,8.69405436532133e-10,7.000705570803234e-12,9.806935850065202e-07,6.01365364616413e-07 LISWET5,scs,default,0.3298071899989736,True,0.000346520212755,9.187752320093112e-05,2.644712367327884e-06,0.0098196212622596 LISWET5,scs,high_accuracy,80.42610474899993,False,inf,inf,inf, LISWET5,scs,low_accuracy,0.2177646380005171,True,0.0009752286885564,0.0004832690720606,3.25924702337943e-06,0.0142832161274881 @@ -1842,11 +1922,11 @@ LISWET5,scs,mid_accuracy,182.4083472110069,False,inf,inf,inf, LISWET6,clarabel,default,0.1630256979988189,True,1.1524906917692592e-08,2.4187873925995973e-12,7.106859811756294e-06,2.2910801540376724e-05 LISWET6,clarabel,high_accuracy,0.3283668060030322,True,2.591655778871882e-10,4.429789868254375e-14,8.54015524964779e-10,4.5207770682509363e-07 LISWET6,clarabel,low_accuracy,0.1799514969970914,True,2.184514547032279e-08,7.374434396467677e-12,3.9903601646074094e-05,4.1505765871363565e-05 -LISWET6,clarabel,mid_accuracy,0.18154579799920612,True,2.7598993646016368e-09,4.635181127810029e-13,6.4681898948038e-07,1.4742196938755114e-06 +LISWET6,clarabel,mid_accuracy,0.1815457979992061,True,2.7598993646016363e-09,4.63518112781003e-13,6.4681898948038e-07,1.4742196938755114e-06 LISWET6,cvxopt,default,0.8761676780050038,True,0.0,3.80684467282677e-08,0.0008164033461071,0.0001530014144961 LISWET6,cvxopt,high_accuracy,0.9128776240031584,True,0.0,3.970046291712492e-09,9.690180650068214e-05,3.4191490435375727e-05 LISWET6,cvxopt,low_accuracy,0.8554715880018193,True,0.0,3.80684467282677e-08,0.0008164033461071,0.0001530014144961 -LISWET6,cvxopt,mid_accuracy,0.8287377970000307,True,0.0,5.330230434807959e-08,0.000816276966361329,0.00015299457418649354 +LISWET6,cvxopt,mid_accuracy,0.8287377970000307,True,0.0,5.33023043480796e-08,0.0008162769663613,0.0001529945741864 LISWET6,gurobi,default,0.1469597120012622,False,inf,inf,inf, LISWET6,gurobi,high_accuracy,0.1293309449974913,False,inf,inf,inf, LISWET6,gurobi,low_accuracy,0.1293939810057054,False,inf,inf,inf, @@ -1854,17 +1934,19 @@ LISWET6,gurobi,mid_accuracy,0.1563518099992507,False,inf,inf,inf, LISWET6,highs,default,2.1147487630005344,True,1.6153745008296028e-14,0.0125750055326746,0.0004317032307881,4.414961907173165e-07 LISWET6,highs,high_accuracy,2.16206248600065,True,1.6153745008296028e-14,0.0125750055326746,0.0004317032307881,4.414961907173165e-07 LISWET6,highs,low_accuracy,2.12401645299542,True,1.6153745008296028e-14,0.0125750055326746,0.0004317032307881,4.414961907173165e-07 -LISWET6,highs,mid_accuracy,1.2544690549993902,True,2.3314683517128287e-15,33.12426173454265,0.0014120210926193977,3.108272431262549e-05 +LISWET6,highs,mid_accuracy,1.2544690549993902,True,2.3314683517128287e-15,33.12426173454265,0.0014120210926193,3.108272431262549e-05 LISWET6,osqp,default,0.0589315129982424,True,0.0018259152495308,0.0002205787898037,0.0485587052971823,0.052684676818167 LISWET6,osqp,high_accuracy,1.8230648259996087,False,inf,inf,inf, LISWET6,osqp,low_accuracy,0.0623177980014588,True,0.000800610771477,4.771057816670144e-05,0.0096769021984073,0.0124737448488261 -LISWET6,osqp,mid_accuracy,1.8519841059996907,False,inf,inf,inf, +LISWET6,osqp,mid_accuracy,1.8519841059996909,False,inf,inf,inf, LISWET6,piqp,default,0.0474606199986737,True,2.2909452113140105e-13,9.150705027050066e-09,3.183231456205249e-11,4.430696165513837e-07 LISWET6,piqp,high_accuracy,0.0675291939987801,True,4.718447854656915e-15,3.746528087766876e-11,5.4569682106375694e-12,4.42944106282539e-07 LISWET6,piqp,low_accuracy,0.044491165999716,True,9.69228413472134e-07,0.0008872466886632,0.00029765027557,0.0004986825612789 +LISWET6,piqp,mid_accuracy,0.0478221019998272,True,6.8097194549920914e-12,2.2581799799525906e-07,2.3046595742926e-09,4.486793798719191e-07 LISWET6,proxqp,default,156.19875024400244,True,8.250076765692338e-06,1.5151850761563337e-07,0.0003502265226416,0.0008512779315381 LISWET6,proxqp,high_accuracy,0.0,False,inf,inf,inf, LISWET6,proxqp,low_accuracy,42.60555587300041,True,4.649951466390023e-05,8.179007834101248e-05,0.0009007635653688,0.0018491722086722 +LISWET6,proxqp,mid_accuracy,0.0,False,inf,inf,inf, LISWET6,scs,default,0.5479914190000272,True,0.0002030515758081,4.876606926741689e-05,2.729449988692068e-06,0.0062469135065796 LISWET6,scs,high_accuracy,81.80557018199761,False,inf,inf,inf, LISWET6,scs,low_accuracy,0.2169942119944607,True,0.0008681142186873,0.0005152918968868,6.093344381952193e-06,0.0132216910612399 @@ -1872,107 +1954,131 @@ LISWET6,scs,mid_accuracy,192.31753081900024,False,inf,inf,inf, LISWET7,clarabel,default,0.9727336479991208,False,inf,inf,inf, LISWET7,clarabel,high_accuracy,0.9399729359938648,False,inf,inf,inf, LISWET7,clarabel,low_accuracy,0.4965159729981678,True,3.9535407658775057e-07,2.692596146047776e-11,0.0009862827700999,462.9779686385119 +LISWET7,clarabel,mid_accuracy,0.9005872340003407,False,inf,inf,inf, LISWET7,cvxopt,default,0.6059255590007524,False,inf,inf,inf, LISWET7,cvxopt,high_accuracy,0.6007185080015915,False,inf,inf,inf, LISWET7,cvxopt,low_accuracy,0.5948304150006152,False,inf,inf,inf, +LISWET7,cvxopt,mid_accuracy,0.562298605000251,False,inf,inf,inf, LISWET7,gurobi,default,0.1163160959986271,False,inf,inf,inf, LISWET7,gurobi,high_accuracy,0.135491118999198,False,inf,inf,inf, LISWET7,gurobi,low_accuracy,0.1445249149983283,False,inf,inf,inf, +LISWET7,gurobi,mid_accuracy,0.1501141720000305,False,inf,inf,inf, LISWET7,highs,default,1.218371515002218,True,1.1102230246251563e-16,1.542294391088106e-07,0.0004053026150359,7.861353310545383e-07 LISWET7,highs,high_accuracy,1.215924151998479,True,1.1102230246251563e-16,1.542294391088106e-07,0.0004053026150359,7.861353310545383e-07 LISWET7,highs,low_accuracy,1.209597206005128,True,1.1102230246251563e-16,1.542294391088106e-07,0.0004053026150359,7.861353310545383e-07 +LISWET7,highs,mid_accuracy,1.1919888550000906,True,0.0,0.0067171464636175,0.0051440965244182,7.976881875038089e-07 LISWET7,osqp,default,0.0684748239946202,True,0.0012102758046558,7.372256252976411e-05,0.0159680309416216,473.85729928665984 LISWET7,osqp,high_accuracy,1.796017831999052,False,inf,inf,inf, LISWET7,osqp,low_accuracy,0.0622307709927554,True,0.0009061859959154,4.244159348754106e-05,0.0109205644193934,473.8518784155122 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LISWET8,proxqp,low_accuracy,46.162622869996994,True,4.674721260330798e-05,9.261480814239108e-05,0.0009193656578645,7119.699579875254 +LISWET8,proxqp,mid_accuracy,0.0,False,inf,inf,inf, LISWET8,scs,default,0.4737869780001347,True,0.0001937078080488,4.530948800555296e-05,2.231511643913109e-06,7119.703661981811 LISWET8,scs,high_accuracy,81.14070020499639,False,inf,inf,inf, LISWET8,scs,low_accuracy,0.2143219630015664,True,0.0008829920999474,0.0005253743531768,5.113490260555409e-06,7119.71087519658 +LISWET8,scs,mid_accuracy,189.0829328509999,False,inf,inf,inf, LISWET9,clarabel,default,0.9489394589982112,False,inf,inf,inf, LISWET9,clarabel,high_accuracy,0.9458338409967836,False,inf,inf,inf, LISWET9,clarabel,low_accuracy,0.9444436420017156,False,inf,inf,inf, +LISWET9,clarabel,mid_accuracy,0.8954719430003024,False,inf,inf,inf, LISWET9,cvxopt,default,0.7651726250041975,False,inf,inf,inf, LISWET9,cvxopt,high_accuracy,0.7359082979965024,False,inf,inf,inf, LISWET9,cvxopt,low_accuracy,0.7487161519966321,False,inf,inf,inf, +LISWET9,cvxopt,mid_accuracy,0.6954748280004424,False,inf,inf,inf, LISWET9,gurobi,default,0.1552065659998334,False,inf,inf,inf, LISWET9,gurobi,high_accuracy,0.1263662929995916,False,inf,inf,inf, LISWET9,gurobi,low_accuracy,0.1285133989949827,False,inf,inf,inf, +LISWET9,gurobi,mid_accuracy,0.15319775199895957,False,inf,inf,inf, LISWET9,highs,default,1.2719792509960826,True,1.7763568394002505e-15,1.918651173932196e-05,0.0001123977774568,3.910533860107535e-05 LISWET9,highs,high_accuracy,1.2701477340015117,True,1.7763568394002505e-15,1.918651173932196e-05,0.0001123977774568,3.910533860107535e-05 LISWET9,highs,low_accuracy,1.268861475000449,True,1.7763568394002505e-15,1.918651173932196e-05,0.0001123977774568,3.910533860107535e-05 +LISWET9,highs,mid_accuracy,1.2001543980004499,True,9.992007221626409e-16,391.2129534972372,0.001994605166146357,0.12657366610301324 LISWET9,osqp,default,0.0682959010009653,True,0.0012210003251416,7.326159179327912e-05,0.0162358018178565,1938.2680069323703 LISWET9,osqp,high_accuracy,1.8013774549981465,False,inf,inf,inf, LISWET9,osqp,low_accuracy,0.0629813200066564,True,0.0009148826759986,4.203259603293569e-05,0.0109906106717971,1938.26238564927 +LISWET9,osqp,mid_accuracy,1.7902378629987652,False,inf,inf,inf, LISWET9,piqp,default,0.1387803239995264,True,3.3306690738754696e-16,1.069863975189378e-09,5.397369022830389e-07,3.968273631471675e-05 LISWET9,piqp,high_accuracy,0.3615364760007651,False,inf,inf,inf, LISWET9,piqp,low_accuracy,0.1285731090010813,True,2.027267242965536e-13,1.097881785483423e-09,0.0009709191854199,0.0010100623803737 +LISWET9,piqp,mid_accuracy,0.14015041699894937,True,3.3306690738754696e-16,1.069863975189378e-09,5.397369022830389e-07,3.968273631471675e-05 LISWET9,proxqp,default,305.9937486140043,True,8.244101141488547e-06,4.038910271370044e-07,0.0012618914788617,1938.2498475414404 LISWET9,proxqp,high_accuracy,0.0,False,inf,inf,inf, LISWET9,proxqp,low_accuracy,0.0,False,inf,inf,inf, +LISWET9,proxqp,mid_accuracy,0.0,False,inf,inf,inf, LISWET9,scs,default,0.4608607240006677,True,0.0001936839559803,4.531124806041176e-05,2.2368594727595337e-06,1938.254413169418 LISWET9,scs,high_accuracy,80.69492562800588,False,inf,inf,inf, LISWET9,scs,low_accuracy,0.2143417330007651,True,0.0008829240631421,0.0005253586698354,5.134168532094918e-06,1938.26164120905 +LISWET9,scs,mid_accuracy,187.84802268100248,False,inf,inf,inf, LOTSCHD,clarabel,default,0.0012352880003163,True,1.2612133559741778e-12,8.266525253543412e-13,3.616414687712677e-07,8.286656338896137e-06 LOTSCHD,clarabel,high_accuracy,0.0012448739944375,True,2.1316282072803012e-14,3.054249592100394e-14,3.637978807091713e-11,8.551077826268738e-06 LOTSCHD,clarabel,low_accuracy,0.0013526340044336,True,2.8421709430404014e-14,5.795203214577138e-12,3.574518723326037e-05,1.758059215717367e-05 -LOTSCHD,clarabel,mid_accuracy,0.0013925429998380423,True,2.3803181647963356e-12,1.8984015921078918e-12,8.581082511227578e-07,7.927196293167071e-06 +LOTSCHD,clarabel,mid_accuracy,0.001392542999838,True,2.380318164796336e-12,1.898401592107892e-12,8.581082511227578e-07,7.927196293167071e-06 LOTSCHD,cvxopt,default,0.0147452599994721,True,2.0058621430507628e-11,1.230834197977778e-14,0.0018085268848153,0.0017539752993798 LOTSCHD,cvxopt,high_accuracy,0.0100919270043959,True,2.0058621430507628e-11,1.230834197977778e-14,0.0018085268848153,0.0017539752993798 LOTSCHD,cvxopt,low_accuracy,0.0101036230043973,True,2.0058621430507628e-11,1.230834197977778e-14,0.0018085268848153,0.0017539752993798 -LOTSCHD,cvxopt,mid_accuracy,0.007344950000060635,True,2.0058621430507628e-11,1.230834197977778e-14,0.0018085268848153646,0.0017539752993798174 +LOTSCHD,cvxopt,mid_accuracy,0.0073449500000606,True,2.0058621430507628e-11,1.230834197977778e-14,0.0018085268848153,0.0017539752993798 LOTSCHD,gurobi,default,0.025909383999533,True,3.1320723792305216e-11,7.815970093361102e-14,3.2014213502407074e-10,8.55142798172892e-06 LOTSCHD,gurobi,high_accuracy,0.0034113209985662,True,3.1320723792305216e-11,7.815970093361102e-14,3.2014213502407074e-10,8.55142798172892e-06 LOTSCHD,gurobi,low_accuracy,0.0046277289948193,True,3.1320723792305216e-11,7.815970093361102e-14,3.2014213502407074e-10,8.55142798172892e-06 -LOTSCHD,gurobi,mid_accuracy,0.021550530000240542,True,3.1320723792305216e-11,7.815970093361102e-14,3.2014213502407074e-10,8.55142798172892e-06 +LOTSCHD,gurobi,mid_accuracy,0.0215505300002405,True,3.1320723792305216e-11,7.815970093361102e-14,3.2014213502407074e-10,8.55142798172892e-06 LOTSCHD,highs,default,0.0009115779976127,True,1.4210854715202006e-13,2.741474887102413e-06,0.0002651348013387,8.551103292120388e-06 LOTSCHD,highs,high_accuracy,0.000812833000964,True,1.4210854715202006e-13,2.741474887102413e-06,0.0002651348013387,8.551103292120388e-06 LOTSCHD,highs,low_accuracy,0.0008366870024474,True,1.4210854715202006e-13,2.741474887102413e-06,0.0002651348013387,8.551103292120388e-06 -LOTSCHD,highs,mid_accuracy,0.0011964159998569812,True,1.4210854715202004e-13,2.741474887102413e-06,0.0002651348013387178,8.551103292120388e-06 +LOTSCHD,highs,mid_accuracy,0.0011964159998569,True,1.4210854715202006e-13,2.741474887102413e-06,0.0002651348013387,8.551103292120388e-06 LOTSCHD,osqp,default,0.0008814000029815,True,0.0912658176370293,0.0238171574368877,5.485516282530625,5.2689331495603255 LOTSCHD,osqp,high_accuracy,0.0010639729953254,True,6.15557068375608e-10,5.297895455669277e-11,3.942295734304936e-08,8.592292942921631e-06 LOTSCHD,osqp,low_accuracy,0.0009339789976365,True,0.0007128220501581,6.378407869078728e-05,0.0467081024380604,0.047675843471552 -LOTSCHD,osqp,mid_accuracy,0.0011361749998286541,True,6.626241716385443e-07,5.929621238465188e-08,4.343239561421797e-05,5.2868094371660845e-05 +LOTSCHD,osqp,mid_accuracy,0.0011361749998286,True,6.626241716385443e-07,5.9296212384651894e-08,4.343239561421797e-05,5.2868094371660845e-05 LOTSCHD,piqp,default,0.000445056000899,True,3.1974423109204515e-14,4.6500758799083997e-10,3.238910721847788e-07,8.241675004683202e-06 LOTSCHD,piqp,high_accuracy,0.0005022160003136,True,2.131628207280301e-14,8.42392899104831e-14,3.3651303965598345e-11,8.55107327879523e-06 LOTSCHD,piqp,low_accuracy,0.000461034998807,True,1.5276668818842154e-12,1.9779779591999613e-08,3.2342194572265726e-05,2.239402010673075e-05 -LOTSCHD,piqp,mid_accuracy,0.0004852349998145655,True,3.197442310920451e-14,4.6500758799083997e-10,3.2389107218477875e-07,8.241675004683202e-06 +LOTSCHD,piqp,mid_accuracy,0.0004852349998145,True,3.1974423109204515e-14,4.6500758799083997e-10,3.238910721847788e-07,8.241675004683202e-06 LOTSCHD,proxqp,default,0.0003656049957498,True,9.49331229188142e-07,3.1680258416599827e-10,6.371632480295375e-05,7.22721551937866e-05 LOTSCHD,proxqp,high_accuracy,0.0003898479990311,True,3.048447993202773e-12,2.1316282072803012e-14,2.0372681319713595e-10,8.551308837922988e-06 LOTSCHD,proxqp,low_accuracy,0.0003586519960663,True,9.49331229188142e-07,3.1680258416599827e-10,6.371632480295375e-05,7.22721551937866e-05 -LOTSCHD,proxqp,mid_accuracy,0.0003775389996008016,True,1.7007516935917822e-09,9.237055564881302e-14,1.1419251677580178e-07,8.665298082632944e-06 +LOTSCHD,proxqp,mid_accuracy,0.0003775389996008,True,1.700751693591782e-09,9.237055564881302e-14,1.141925167758018e-07,8.665298082632944e-06 LOTSCHD,scs,default,0.0013323120001587,True,0.0029155129847873,0.000346876591216,0.175611645520803,0.1951880094652551 LOTSCHD,scs,high_accuracy,0.0013887669992982,True,1.7763568394002505e-13,3.225864020350855e-12,2.3646862246096128e-11,8.551097835152177e-06 LOTSCHD,scs,low_accuracy,0.0013217800005804,True,7.297989474156239e-10,1.5429391098109588e-10,4.482262738747522e-08,8.602684374636738e-06 -LOTSCHD,scs,mid_accuracy,0.001526675000150135,True,7.297989474156239e-10,1.542939109810959e-10,4.482262738747522e-08,8.602684374636738e-06 +LOTSCHD,scs,mid_accuracy,0.0015266750001501,True,7.297989474156239e-10,1.5429391098109588e-10,4.482262738747522e-08,8.602684374636738e-06 MOSARQP1,clarabel,default,0.0273874649992649,True,0.0,3.673727988484643e-12,4.459335428919076e-06,8.884497901817667e-07 MOSARQP1,clarabel,high_accuracy,0.0313995160013291,True,1.2212453270876722e-15,8.627289743868395e-15,1.1581846592889631e-11,3.0312553462863434e-06 MOSARQP1,clarabel,low_accuracy,0.0244916289993852,True,0.0,3.636076280811967e-10,0.0002170384309465,0.0001032703344208 @@ -2022,7 +2128,7 @@ MOSARQP2,highs,high_accuracy,0.6246406149984978,True,0.0001850481378355,1.000036 MOSARQP2,highs,low_accuracy,0.6145464729997911,True,0.0001850481378355,1.0000360273210165e-07,0.0001114372478809,9.93648379790102e-05 MOSARQP2,highs,mid_accuracy,0.6253564670005289,True,0.0001850481378956,1.000013112317788e-07,0.0001114372487336,9.936482069861086e-05 MOSARQP2,osqp,default,0.0078761820004729,True,0.0032179970097314,0.0013664682142646,0.0213052801545643,0.0225781154608739 -MOSARQP2,osqp,high_accuracy,0.0334569509977882,True,8.07357736221092e-10,6.834848242931451e-10,8.631104719825083e-10,1.752432808643789e-05 +MOSARQP2,osqp,high_accuracy,0.0334569509977882,True,8.07357736221092e-10,6.83484824293145e-10,8.631104719825081e-10,1.752432808643789e-05 MOSARQP2,osqp,low_accuracy,0.0094158930005505,True,0.0004371606957727,0.0001919513524737,0.0021731459878822,0.0023213581998788 MOSARQP2,osqp,mid_accuracy,0.0206252669995592,True,5.801865342602852e-07,4.7511542788925e-07,9.294178369145812e-07,1.8495855783839943e-05 MOSARQP2,piqp,default,0.0084525359998224,True,0.0,2.8131225429671496e-08,4.647523610401549e-08,1.7522597318020416e-05 @@ -2040,75 +2146,99 @@ MOSARQP2,scs,mid_accuracy,0.0438557420020515,True,3.098120626709999e-08,1.412506 POWELL20,clarabel,default,0.1578220000010333,False,inf,inf,inf, POWELL20,clarabel,high_accuracy,0.1583501170025556,False,inf,inf,inf, POWELL20,clarabel,low_accuracy,0.1593222739975317,False,inf,inf,inf, +POWELL20,clarabel,mid_accuracy,0.1581266289995255,False,inf,inf,inf, POWELL20,cvxopt,default,0.2705119860038394,False,inf,inf,inf, POWELL20,cvxopt,high_accuracy,0.2757573909984785,False,inf,inf,inf, POWELL20,cvxopt,low_accuracy,0.2830973910022294,False,inf,inf,inf, +POWELL20,cvxopt,mid_accuracy,0.2516976200004137,False,inf,inf,inf, POWELL20,gurobi,default,0.1609970669960603,False,inf,inf,inf, POWELL20,gurobi,high_accuracy,0.1289391099999193,False,inf,inf,inf, POWELL20,gurobi,low_accuracy,0.1281901320035103,False,inf,inf,inf, +POWELL20,gurobi,mid_accuracy,0.1203417120013909,False,inf,inf,inf, POWELL20,highs,default,1.0245356160012309,True,0.0,0.0007499253315472,10417.90594482422,187.4998474121093 POWELL20,highs,high_accuracy,1.011480756002129,True,0.0,0.0007499253315472,10417.90594482422,187.4998474121093 POWELL20,highs,low_accuracy,1.026239370003168,True,0.0,0.0007499253315472,10417.90594482422,187.4998474121093 +POWELL20,highs,mid_accuracy,1.0087840989999677,True,0.0,0.0007499253315472,10417.90594482422,187.49984741210935 POWELL20,osqp,default,0.6812603049984318,True,9.723574430255669,2.833779017474086,737580335.7969971,9854384855.867004 POWELL20,osqp,high_accuracy,6.544451798996306,False,inf,inf,inf, POWELL20,osqp,low_accuracy,6.587897655997949,False,inf,inf,inf, -POWELL20,piqp,default,0.0576182310014701,True,8.335518941748882e-10,1.0711933100537865e-06,21.733200073242188,201.6869125366211 +POWELL20,osqp,mid_accuracy,6.488913502998912,False,inf,inf,inf, +POWELL20,piqp,default,0.0576182310014701,True,8.33551894174888e-10,1.0711933100537865e-06,21.733200073242188,201.6869125366211 POWELL20,piqp,high_accuracy,0.0668002429993066,True,1.8189894035458565e-12,9.276845958083867e-10,4.57763671875e-05,187.5000228881836 POWELL20,piqp,low_accuracy,0.0630668449994118,True,1.8189894035458565e-12,9.204086381942031e-10,0.0005950927734375,187.50029754638672 +POWELL20,piqp,mid_accuracy,0.0655398269991565,True,1.8189894035458565e-12,9.276845958083867e-10,4.57763671875e-05,187.5000228881836 POWELL20,proxqp,default,0.0,False,inf,inf,inf, POWELL20,proxqp,high_accuracy,0.0,False,inf,inf,inf, POWELL20,proxqp,low_accuracy,0.0,False,inf,inf,inf, +POWELL20,proxqp,mid_accuracy,0.0,False,inf,inf,inf, POWELL20,scs,default,0.0282859569997526,False,inf,inf,inf, POWELL20,scs,high_accuracy,0.0274520129969459,False,inf,inf,inf, POWELL20,scs,low_accuracy,0.0283549819941981,False,inf,inf,inf, +POWELL20,scs,mid_accuracy,0.0356441330004599,False,inf,inf,inf, PRIMAL1,clarabel,default,0.013021231003222,True,0.0,2.3481819493613028e-11,1.601768287451399e-09,2.70524713741338e-11 PRIMAL1,clarabel,high_accuracy,0.0138175539977964,True,0.0,2.374213448593261e-13,3.552941274520549e-11,7.17046873266458e-10 PRIMAL1,clarabel,low_accuracy,0.0111094530002446,True,0.0,1.987424280172133e-05,6.644896349786156e-06,4.167665237149454e-06 +PRIMAL1,clarabel,mid_accuracy,0.010934490997897228,True,0.0,2.0523603402783487e-07,3.540834668039339e-07,2.3352208856214363e-07 PRIMAL1,cvxopt,default,0.4605496910007787,True,0.0,3.877093091020356e-12,3.1046895887509862e-09,6.633716076454022e-10 PRIMAL1,cvxopt,high_accuracy,0.476899223998771,True,0.0,3.877093091020356e-12,3.1046895887509862e-09,6.633716076454022e-10 PRIMAL1,cvxopt,low_accuracy,0.4845473270033835,True,0.0,3.877093091020356e-12,3.1046895887509862e-09,6.633716076454022e-10 +PRIMAL1,cvxopt,mid_accuracy,0.46480192200033343,True,0.0,3.877093091020356e-12,3.1046895887509862e-09,6.633716076454022e-10 PRIMAL1,gurobi,default,0.0288770469996961,False,inf,inf,inf, PRIMAL1,gurobi,high_accuracy,0.0075565309962257,False,inf,inf,inf, PRIMAL1,gurobi,low_accuracy,0.0058131049954681,False,inf,inf,inf, +PRIMAL1,gurobi,mid_accuracy,0.02589405400067335,False,inf,inf,inf, PRIMAL1,highs,default,0.0424094300033175,True,1.1102230246251563e-16,3.7047154233249557e-09,5.440863315442357e-10,7.334773760581115e-10 PRIMAL1,highs,high_accuracy,0.0417962160063325,True,1.1102230246251563e-16,3.7047154233249557e-09,5.440863315442357e-10,7.334773760581115e-10 PRIMAL1,highs,low_accuracy,0.0421898360000341,True,1.1102230246251563e-16,3.7047154233249557e-09,5.440863315442357e-10,7.334773760581115e-10 +PRIMAL1,highs,mid_accuracy,0.041229325001040706,True,4.163336342344337e-17,0.0008017059616286068,1.3419245272060232e-05,1.4815147879182478e-06 PRIMAL1,osqp,default,0.0042999700017389,True,0.0005163429748255,0.0001697136060978,5.2006048337542576e-05,5.82066836692513e-05 PRIMAL1,osqp,high_accuracy,0.0092494830023497,True,4.064915071211317e-12,2.4589808488018056e-10,4.673136877464401e-12,7.328810197604341e-10 PRIMAL1,osqp,low_accuracy,0.0043845459949807,True,0.0005163429748255,0.0001697136060978,5.2006048337542576e-05,5.82066836692513e-05 +PRIMAL1,osqp,mid_accuracy,0.005964276002487168,True,5.906351685514011e-09,2.825735222723117e-07,5.166680652757272e-09,1.6032663391341018e-10 PRIMAL1,piqp,default,0.0051518480013328,True,0.0,1.2788722056713588e-09,1.8457899791934904e-10,6.275944972045089e-10 PRIMAL1,piqp,high_accuracy,0.0062150970006769,True,0.0,1.2760117750832203e-11,2.01054450865712e-12,7.32257449120865e-10 PRIMAL1,piqp,low_accuracy,0.0039212650008266,True,0.0,0.0002635589265064,0.0001277697483748,5.735728641694665e-05 +PRIMAL1,piqp,mid_accuracy,0.004908291997708147,True,0.0,1.3803923059051452e-07,1.0967926011851148e-08,8.621292631183497e-09 PRIMAL1,proxqp,default,0.005010635999497,True,4.209366192206576e-07,7.79665871794566e-12,2.1675326214443125e-08,2.24013800634304e-08 PRIMAL1,proxqp,high_accuracy,0.0053979340009391,True,1.2083289924191829e-10,1.0820337681405334e-15,4.240406636935035e-12,7.37717796572834e-10 PRIMAL1,proxqp,low_accuracy,0.0049412480002501,True,7.727609494653093e-05,6.000739529721244e-07,5.404013383347034e-05,5.490496216459945e-05 +PRIMAL1,proxqp,mid_accuracy,0.005169879997993121,True,4.209366192206576e-07,7.79665871794566e-12,2.1675326214443125e-08,2.2401380063430398e-08 PRIMAL1,scs,default,0.0095963810017565,True,6.227701781685857e-06,8.038936939902541e-06,2.815598255240248e-08,1.1535526387579377e-07 PRIMAL1,scs,high_accuracy,0.0126726609960314,True,8.004721885335186e-12,2.6919109302747657e-12,4.360609096032421e-13,7.339052074395447e-10 PRIMAL1,scs,low_accuracy,0.009471024000959,True,6.227701781685857e-06,8.038936939902541e-06,2.815598255240248e-08,1.1535526387579377e-07 +PRIMAL1,scs,mid_accuracy,0.011909156000911025,True,1.3442197313584536e-08,5.657144308557349e-09,2.9426622250028345e-10,3.338079188064391e-10 PRIMAL2,clarabel,default,0.0182135620052577,True,0.0,6.995876814129885e-09,3.185185552811997e-09,2.728320000477957e-09 PRIMAL2,clarabel,high_accuracy,0.0177434659999562,True,0.0,6.996585374049394e-11,3.2177566167135296e-11,9.389197752618371e-11 PRIMAL2,clarabel,low_accuracy,0.0173953539997455,True,0.0,6.956781588499807e-07,2.062308329803253e-07,1.76007520703847e-07 +PRIMAL2,clarabel,mid_accuracy,0.01595720200202777,True,0.0,6.006169725325212e-07,1.654763108344115e-07,1.4032017002507668e-07 PRIMAL2,cvxopt,default,1.0267153310051071,True,0.0,3.4516378470683693e-13,1.860103918116529e-08,1.7526583830085318e-08 PRIMAL2,cvxopt,high_accuracy,1.070412225999462,True,0.0,3.4516378470683693e-13,1.860103918116529e-08,1.7526583830085318e-08 PRIMAL2,cvxopt,low_accuracy,1.0933220370061465,True,0.0,3.4516378470683693e-13,1.860103918116529e-08,1.7526583830085318e-08 +PRIMAL2,cvxopt,mid_accuracy,1.0342732479984988,True,0.0,3.279108755360749e-13,1.860103210349351e-08,1.7526583837024212e-08 PRIMAL2,gurobi,default,0.021105976004037,False,inf,inf,inf, PRIMAL2,gurobi,high_accuracy,0.0276106860037543,False,inf,inf,inf, PRIMAL2,gurobi,low_accuracy,0.0276198920037131,False,inf,inf,inf, +PRIMAL2,gurobi,mid_accuracy,0.02755368699945393,False,inf,inf,inf, PRIMAL2,highs,default,0.0682656850040075,True,4.3021142204224816e-16,3.599695763689681e-09,5.822343440708977e-10,1.2271824528786723e-10 PRIMAL2,highs,high_accuracy,0.0683841349964495,True,4.3021142204224816e-16,3.599695763689681e-09,5.822343440708977e-10,1.2271824528786723e-10 PRIMAL2,highs,low_accuracy,0.0683524849955574,True,4.3021142204224816e-16,3.599695763689681e-09,5.822343440708977e-10,1.2271824528786723e-10 +PRIMAL2,highs,mid_accuracy,0.06974218300092616,True,4.440892098500626e-16,0.00781374765659547,6.168389160783605e-05,4.854362499345788e-05 PRIMAL2,osqp,default,0.0062167400028556,True,7.512973288534286e-06,5.906625473174089e-07,2.618879927342166e-06,2.6425780394120912e-06 PRIMAL2,osqp,high_accuracy,0.0072566040034871,True,9.629623487494854e-12,8.858220146984452e-13,8.925631067580042e-12,1.1377750824825839e-10 PRIMAL2,osqp,low_accuracy,0.0061602599962498,True,7.512973288534286e-06,5.906625473174089e-07,2.618879927342166e-06,2.6425780394120912e-06 +PRIMAL2,osqp,mid_accuracy,0.007325764003326185,True,9.629623487494854e-12,8.858220146984452e-13,8.925631067580042e-12,1.1377750824825839e-10 PRIMAL2,piqp,default,0.0076605320009548,True,0.0,6.85436576583747e-10,1.9187686162158707e-10,4.642906892282639e-11 PRIMAL2,piqp,high_accuracy,0.0066268490008951,True,0.0,6.85436576583747e-10,1.9187686162158707e-10,4.642906892282639e-11 PRIMAL2,piqp,low_accuracy,0.0050196739994134,True,0.0,0.0002991080329448,0.0009535765608927,0.0008129840196962 +PRIMAL2,piqp,mid_accuracy,0.005731741999625228,True,0.0,1.0845971850975342e-07,8.859902100866179e-07,7.690363231782626e-07 PRIMAL2,proxqp,default,0.0093217390021891,True,8.77550759767476e-08,3.822719918389339e-12,2.4390475909796816e-08,2.4267776954634e-08 PRIMAL2,proxqp,high_accuracy,0.0077630880041397,True,4.2158720958696e-11,5.655198531684391e-16,2.9575369930867623e-12,1.197607846226134e-10 PRIMAL2,proxqp,low_accuracy,0.0070106400016811,True,1.536501551219205e-05,4.0308401061395216e-10,1.4197932368675836e-07,1.417063486761072e-07 +PRIMAL2,proxqp,mid_accuracy,0.007284912997420179,True,8.775507597674759e-08,3.822719918389339e-12,2.4390475909796816e-08,2.4267776954634e-08 PRIMAL2,scs,default,0.01147035699978,True,8.142473167845055e-05,3.195216644004059e-07,5.012872881508812e-06,5.027823638356632e-06 PRIMAL2,scs,high_accuracy,0.0147295810020295,True,1.2174550603760714e-10,1.5570844917253687e-10,6.903581872830245e-12,1.2812283872731809e-10 PRIMAL2,scs,low_accuracy,0.010030730998551,True,0.0003817882287542,1.3049484095817293e-06,2.5494274604700995e-05,2.588203751402452e-05 +PRIMAL2,scs,mid_accuracy,0.016574650999245932,True,1.2174550603760714e-10,1.557084491725369e-10,6.9035818728302445e-12,1.281228387273181e-10 PRIMAL3,clarabel,default,0.0514511540004605,True,0.0,1.431620263265678e-10,3.563537492867752e-09,5.6996905528627906e-09 PRIMAL3,clarabel,high_accuracy,0.0540797329995257,True,0.0,1.6027095203755828e-12,5.435935312991802e-10,3.5213093274588662e-09 PRIMAL3,clarabel,low_accuracy,0.0451712589983799,True,0.0,0.0001225781097828,2.429890951394232e-05,5.747108431486403e-06 @@ -2208,27 +2338,35 @@ PRIMALC1,scs,mid_accuracy,0.7336638480010151,True,2.128936102963053e-07,1.114131 PRIMALC2,clarabel,default,0.0046561179988202,True,0.0,7.412381819449365e-11,3.878644747601357e-07,7.56587633077288e-06 PRIMALC2,clarabel,high_accuracy,0.0056725230024312,True,3.396849114474962e-12,1.1368683772161605e-12,3.956301952712238e-11,7.32936723579769e-06 PRIMALC2,clarabel,low_accuracy,0.0047198969987221,True,0.0,7.3891897045541555e-09,3.871849685310736e-05,3.098253728239797e-05 +PRIMALC2,clarabel,mid_accuracy,0.0071750210008758,True,0.0,8.135430107358841e-10,7.196013029897588e-08,7.395816737698624e-06 PRIMALC2,cvxopt,default,0.225199036001868,True,0.0,4.18367562815547e-11,0.000622754125743,0.0005808048940707 PRIMALC2,cvxopt,high_accuracy,0.2308232089999364,True,0.0,4.18367562815547e-11,0.000622754125743,0.0005808048940707 PRIMALC2,cvxopt,low_accuracy,0.230802912999934,True,0.0,4.18367562815547e-11,0.000622754125743,0.0005808048940707 +PRIMALC2,cvxopt,mid_accuracy,0.2117224200010241,True,0.0,4.18367562815547e-11,0.000622754125743,0.0005808048940707 PRIMALC2,gurobi,default,0.0328016729981754,False,inf,inf,inf, PRIMALC2,gurobi,high_accuracy,0.0061133729977882,False,inf,inf,inf, PRIMALC2,gurobi,low_accuracy,0.0048913130012806,False,inf,inf,inf, +PRIMALC2,gurobi,mid_accuracy,0.0250624139989668,False,inf,inf,inf, PRIMALC2,highs,default,2.067473241004336,True,2.282840583234247e-12,0.0004725331137347,2.233110240426868,0.0001203295173581 PRIMALC2,highs,high_accuracy,2.036095971998293,True,2.282840583234247e-12,0.0004725331137347,2.233110240426868,0.0001203295173581 PRIMALC2,highs,low_accuracy,2.0665624480025144,True,2.282840583234247e-12,0.0004725331137347,2.233110240426868,0.0001203295173581 +PRIMALC2,highs,mid_accuracy,0.4887255519988684,True,3.910827217623592e-11,0.0004725331137311,2.23311024046734,0.0001203294646074 PRIMALC2,osqp,default,0.0401991800026735,False,inf,inf,inf, PRIMALC2,osqp,high_accuracy,0.0058396879976498,False,inf,inf,inf, PRIMALC2,osqp,low_accuracy,0.0047999119997257,False,inf,inf,inf, +PRIMALC2,osqp,mid_accuracy,0.0054518270007974,False,inf,inf,inf, PRIMALC2,piqp,default,0.0012180150006315,True,0.0,6.038945145327183e-10,2.405149643891491e-07,7.536961220466765e-06 PRIMALC2,piqp,high_accuracy,0.0014985999987402,True,2.091837814077735e-11,9.094947017729282e-13,1.1368683772161605e-11,7.329347226914251e-06 PRIMALC2,piqp,low_accuracy,0.0013070889999653,True,0.0,6.038857541985899e-08,2.4049827970884508e-05,2.808703129630885e-05 +PRIMALC2,piqp,mid_accuracy,0.0011226939986954,True,0.0,6.038945145327183e-10,2.405149643891491e-07,7.536961220466765e-06 PRIMALC2,proxqp,default,0.022833418996015,True,0.0,1.0029546615442086e-07,0.0019409477795306,0.0018018883379227 -PRIMALC2,proxqp,high_accuracy,0.0235460349940694,True,5.822454833005647e-13,1.3642420526593924e-12,3.728928277269006e-11,7.329361324082129e-06 +PRIMALC2,proxqp,high_accuracy,0.0235460349940694,True,5.82245483300565e-13,1.3642420526593924e-12,3.728928277269006e-11,7.329361324082129e-06 PRIMALC2,proxqp,low_accuracy,0.0235751619984512,True,0.0,1.758522660821881e-09,6.96433880875702e-06,8.671892373968149e-06 +PRIMALC2,proxqp,mid_accuracy,0.0232168210004601,True,2.465286644969614e-10,4.128253294766182e-12,8.93141987035051e-08,7.255303444253514e-06 PRIMALC2,scs,default,0.0324741700023878,True,0.0136421155257266,2.3506997422373388e-05,0.0303695532720666,0.0340411734955523 PRIMALC2,scs,high_accuracy,1.497117317005177,False,inf,inf,inf, PRIMALC2,scs,low_accuracy,0.0335729449943755,True,0.0001019737347559,8.70227268023882e-08,0.0001941365967468,0.0002333418960915 +PRIMALC2,scs,mid_accuracy,0.035464830998535,True,1.1524209569588252e-08,5.3660187404602766e-11,2.5769622880034152e-08,7.341669515881222e-06 PRIMALC5,clarabel,default,0.0045324269995035,True,0.0,5.4599468057858784e-08,6.182682454891619e-07,3.3816498898886493e-06 PRIMALC5,clarabel,high_accuracy,0.0058104079998884,True,0.0,5.343281372915953e-12,6.190248313941993e-11,3.2236209221991885e-06 PRIMALC5,clarabel,low_accuracy,0.004779957998835,True,0.0,5.4599468057858784e-08,6.182682454891619e-07,3.3816498898886493e-06 @@ -2296,27 +2434,35 @@ PRIMALC8,scs,mid_accuracy,0.0520605429992429,True,3.452709883803297e-07,1.011812 Q25FV47,clarabel,default,0.6137137710029492,True,1.0491094831900457e-08,2.947991281945654e-05,0.0236304998397827,0.0756732039153575 Q25FV47,clarabel,high_accuracy,0.6997877739995602,True,1.1817490428841456e-11,3.1378920640014225e-11,7.450580596923828e-09,0.1076864767819643 Q25FV47,clarabel,low_accuracy,0.5102837360027479,True,3.6027140205316875e-10,1.000077200827282e-06,0.000802744179964,0.1065927352756261 +Q25FV47,clarabel,mid_accuracy,0.4651912769995761,True,4.831290385990373e-13,8.293524530827233e-10,3.539025783538819e-07,0.1076859943568706 Q25FV47,cvxopt,default,10.933676510001533,True,4.808953235624358e-10,2.0193017638624013e-07,4.900894396007061,2.6686888206750154 Q25FV47,cvxopt,high_accuracy,10.980094524995366,False,inf,inf,inf, Q25FV47,cvxopt,low_accuracy,10.910633927000164,True,4.808953235624358e-10,2.0193017638624013e-07,4.900894396007061,2.6686888206750154 +Q25FV47,cvxopt,mid_accuracy,9.833988192000106,True,5.074980435892941e-10,3.032736303214858e-07,4.900829706341028,2.6686854735016823 Q25FV47,gurobi,default,0.0510166360036237,False,inf,inf,inf, Q25FV47,gurobi,high_accuracy,0.0449290250035119,False,inf,inf,inf, Q25FV47,gurobi,low_accuracy,0.0343721530007314,False,inf,inf,inf, +Q25FV47,gurobi,mid_accuracy,0.0415948290001324,False,inf,inf,inf, Q25FV47,highs,default,4.568515895000019,False,inf,inf,inf, Q25FV47,highs,high_accuracy,4.559795592998853,False,inf,inf,inf, Q25FV47,highs,low_accuracy,4.620162032006192,False,inf,inf,inf, +Q25FV47,highs,mid_accuracy,8.142351722999592,False,inf,inf,inf, Q25FV47,osqp,default,0.2057356419973075,True,1.1303909628500164,7.863888951155115,46667.35900891572,94274.27153392509 Q25FV47,osqp,high_accuracy,1.20587279600295,False,inf,inf,inf, Q25FV47,osqp,low_accuracy,1.2239295309991576,False,inf,inf,inf, +Q25FV47,osqp,mid_accuracy,1.2322275910000826,False,inf,inf,inf, Q25FV47,piqp,default,0.2625502809987665,True,1.296455874189817e-11,1.907954039815904e-06,0.0001301243901252,0.1075953487306833 Q25FV47,piqp,high_accuracy,0.3178679680004279,True,9.094947017729282e-13,4.365574568510056e-11,3.725290298461914e-09,0.1076864805072546 Q25FV47,piqp,low_accuracy,0.2640476300002774,True,1.296455874189817e-11,1.907954039815904e-06,0.0001301243901252,0.1075953487306833 +Q25FV47,piqp,mid_accuracy,0.2788613980001173,True,2.229548855068911e-13,2.0626747532226367e-10,2.9802322387695312e-08,0.1076864898204803 Q25FV47,proxqp,default,91.75122447500326,True,9.538974023498541e-08,5.339283379590665e-07,0.0030681975185871,0.1107435822486877 Q25FV47,proxqp,high_accuracy,166.36442040900147,True,1.6255441437351692e-11,2.1827872842550278e-11,7.450580596923828e-09,0.1076864786446094 Q25FV47,proxqp,low_accuracy,93.00365415499982,True,4.388694076953145e-11,1.0483472578926013e-07,5.138292908668518e-05,0.1076850593090057 +Q25FV47,proxqp,mid_accuracy,95.07434153099985,True,8.536793314353599e-13,1.9167600839864463e-10,1.1548399925231938e-07,0.1076864916831255 Q25FV47,scs,default,5.556554189999588,True,0.0869555575589369,0.6025421247862255,18.16287386417389,291.0025888327509 Q25FV47,scs,high_accuracy,36.011148229001265,False,inf,inf,inf, Q25FV47,scs,low_accuracy,35.97481985199556,False,inf,inf,inf, +Q25FV47,scs,mid_accuracy,81.27154411299944,False,inf,inf,inf, QADLITTL,clarabel,default,0.0029348799998842,True,1.1368683772161605e-13,1.9485601882895202e-07,0.0001575115602463,0.0013639597455039 QADLITTL,clarabel,high_accuracy,0.0037038629998278,True,2.273736754432321e-13,2.3283064365386963e-10,5.820766091346741e-10,0.0014552288921549 QADLITTL,clarabel,low_accuracy,0.0029916479998064,True,1.1368683772161605e-13,1.9485601882895202e-07,0.0001575115602463,0.0013639597455039 @@ -2384,31 +2530,31 @@ QAFIRO,scs,mid_accuracy,0.0027190010005142,True,8.776001675370183e-08,1.67281408 QBANDM,clarabel,default,0.0149838170036673,True,1.0276051652143775e-08,5.154792390181578e-06,4.9773327191360295e-05,0.000647080476483 QBANDM,clarabel,high_accuracy,0.0181941270056995,True,1.3322676295501878e-13,6.990827338816991e-12,7.275957614183426e-11,3.6651224945671856e-05 QBANDM,clarabel,low_accuracy,0.0147862829981022,True,1.0276051652143775e-08,5.154792390181578e-06,4.9773327191360295e-05,0.000647080476483 -QBANDM,clarabel,mid_accuracy,0.01679313499971613,True,5.636327174802029e-11,4.347039294618343e-09,6.982008926570415e-08,3.7160581996431574e-05 +QBANDM,clarabel,mid_accuracy,0.0167931349997161,True,5.636327174802029e-11,4.347039294618343e-09,6.982008926570415e-08,3.716058199643157e-05 QBANDM,cvxopt,default,0.264414006996958,False,inf,inf,inf, QBANDM,cvxopt,high_accuracy,0.2228473040013341,False,inf,inf,inf, QBANDM,cvxopt,low_accuracy,0.2125650969974231,False,inf,inf,inf, -QBANDM,cvxopt,mid_accuracy,0.22657583900036116,False,inf,inf,inf, +QBANDM,cvxopt,mid_accuracy,0.2265758390003611,False,inf,inf,inf, QBANDM,gurobi,default,0.0257915429974673,False,inf,inf,inf, QBANDM,gurobi,high_accuracy,0.0076970250011072,False,inf,inf,inf, QBANDM,gurobi,low_accuracy,0.0073146590002579,False,inf,inf,inf, -QBANDM,gurobi,mid_accuracy,0.024005268999644613,False,inf,inf,inf, +QBANDM,gurobi,mid_accuracy,0.0240052689996446,False,inf,inf,inf, QBANDM,highs,default,1000.0042662630004,False,inf,inf,inf, QBANDM,highs,high_accuracy,1000.0041869370034,False,inf,inf,inf, QBANDM,highs,low_accuracy,1000.0041814590076,False,inf,inf,inf, -QBANDM,highs,mid_accuracy,0.02218258699940634,False,inf,inf,inf, +QBANDM,highs,mid_accuracy,0.0221825869994063,False,inf,inf,inf, QBANDM,osqp,default,0.0098751859986805,True,0.1829208160279468,0.2165824722440299,158.7232852519628,13.184975440653943 QBANDM,osqp,high_accuracy,0.0992438319954089,False,inf,inf,inf, QBANDM,osqp,low_accuracy,0.101229369000066,False,inf,inf,inf, -QBANDM,osqp,mid_accuracy,0.11042803000054846,False,inf,inf,inf, +QBANDM,osqp,mid_accuracy,0.1104280300005484,False,inf,inf,inf, QBANDM,piqp,default,0.006611074999455,True,1.7075020085934813e-13,3.556200968959933e-08,3.445165930315852e-08,3.6669400287792087e-05 QBANDM,piqp,high_accuracy,0.007110055999874,True,6.87672141452822e-13,3.5578096214207464e-10,3.8562575355172157e-10,3.665061740321107e-05 QBANDM,piqp,low_accuracy,0.0060198230003152,True,1.3434866966945716e-10,5.862252599721373e-05,8.963884465629235e-05,8.966287168732379e-05 -QBANDM,piqp,mid_accuracy,0.00679805099935038,True,1.7075020085934813e-13,3.556200968959933e-08,3.445165930315852e-08,3.6669400287792087e-05 +QBANDM,piqp,mid_accuracy,0.0067980509993503,True,1.7075020085934813e-13,3.556200968959933e-08,3.445165930315852e-08,3.6669400287792087e-05 QBANDM,proxqp,default,0.3685667820027447,True,1.5133763280285908e-06,9.620706498125744e-08,7.55236396798864e-05,3.895224836014677e-05 QBANDM,proxqp,high_accuracy,0.3812448090029647,True,2.386927291989814e-13,2.247091401841317e-13,7.275957614183426e-12,3.665041367639788e-05 QBANDM,proxqp,low_accuracy,0.3452730139979394,True,6.887585867362021e-05,1.1379498312896752e-05,0.0004305137481424,0.0008097773170447 -QBANDM,proxqp,mid_accuracy,0.36234239700024773,True,1.1928840547319729e-09,1.0698641528250619e-08,2.285378286615014e-08,3.6663812352344394e-05 +QBANDM,proxqp,mid_accuracy,0.3623423970002477,True,1.1928840547319727e-09,1.069864152825062e-08,2.285378286615014e-08,3.66638123523444e-05 QBANDM,scs,default,0.0466549180055153,True,0.0671573887952409,0.0134374133410801,1.490905190075864,1.8631505704524896 QBANDM,scs,high_accuracy,3.8936559700014186,False,inf,inf,inf, QBANDM,scs,low_accuracy,0.5725850200033165,True,0.0002805526163381,0.0003656194642743,0.0008430883099208,0.0375176762809132 @@ -2416,7 +2562,7 @@ QBANDM,scs,mid_accuracy,9.732168034999631,False,inf,inf,inf, QBEACONF,clarabel,default,0.0142890850038384,True,4.6170148921412624e-10,0.0002014784814221,0.0004883197834715,0.276290578127373 QBEACONF,clarabel,high_accuracy,0.0214171679981518,False,inf,inf,inf, QBEACONF,clarabel,low_accuracy,0.0147376070017344,True,4.6170148921412624e-10,0.0002014784814221,0.0004883197834715,0.276290578127373 -QBEACONF,clarabel,mid_accuracy,0.0198743190048844,True,9.665117922144183e-11,7.728989714905765e-07,4.4237822294235236e-08,0.0001562342513352 +QBEACONF,clarabel,mid_accuracy,0.0198743190048844,True,9.665117922144183e-11,7.728989714905765e-07,4.423782229423524e-08,0.0001562342513352 QBEACONF,cvxopt,default,0.2736795710006845,False,inf,inf,inf, QBEACONF,cvxopt,high_accuracy,0.2747408579962211,False,inf,inf,inf, QBEACONF,cvxopt,low_accuracy,0.2737588250020053,False,inf,inf,inf, @@ -2440,7 +2586,7 @@ QBEACONF,piqp,mid_accuracy,0.0054311299973051,True,7.517897495844776e-11,1.86264 QBEACONF,proxqp,default,0.0643199040059698,True,2.2319110859932857e-08,7.890042612312964e-11,1.83525262400508e-05,0.0001311812666244 QBEACONF,proxqp,high_accuracy,0.0659627339991857,True,5.760947320651153e-11,1.1368683772161605e-13,1.164153218269348e-09,0.0001496988988947 QBEACONF,proxqp,low_accuracy,0.0639042500042705,True,1.0061859422213534e-05,3.6771340833352524e-10,0.0001489539863541,6.635673344135284e-08 -QBEACONF,proxqp,mid_accuracy,0.0678716559996246,True,2.3104863456692224e-10,2.2404300636935662e-13,2.2997846826910975e-07,0.0001494699099566 +QBEACONF,proxqp,mid_accuracy,0.0678716559996246,True,2.3104863456692224e-10,2.2404300636935674e-13,2.2997846826910975e-07,0.0001494699099566 QBEACONF,scs,default,0.0141478780060424,True,0.0294763254448793,0.0219510539965881,8.300397349928971,13.17624699010048 QBEACONF,scs,high_accuracy,0.5036112919988227,True,8.877989330875373e-11,1.0001555139638184e-10,4.656612873077393e-10,0.0001497000048402 QBEACONF,scs,low_accuracy,0.0757364240052993,True,1.7934185602096085e-05,0.0005278932489396,0.0007510256255045,0.683441354893148 @@ -2480,7 +2626,7 @@ QBORE3D,scs,mid_accuracy,2.4771818190056365,False,inf,inf,inf, QBRANDY,clarabel,default,0.0112147640011244,True,1.4051697400421071e-09,7.151325576160161e-08,1.4615172403864564e-05,0.0001220998092321 QBRANDY,clarabel,high_accuracy,0.0123600509996322,True,7.389644451905042e-13,4.547473508864641e-13,7.275957614183426e-12,0.0001433290017303 QBRANDY,clarabel,low_accuracy,0.0124524669990933,True,1.4051697400421071e-09,7.151325576160161e-08,1.4615172403864564e-05,0.0001220998092321 -QBRANDY,clarabel,mid_accuracy,0.0115557640001497,True,1.526065248937405e-11,7.788116818119302e-10,1.6218109522014856e-07,0.0001430953052476 +QBRANDY,clarabel,mid_accuracy,0.0115557640001497,True,1.526065248937405e-11,7.7881168181193e-10,1.6218109522014856e-07,0.0001430953052476 QBRANDY,cvxopt,default,0.0111882340006559,False,inf,inf,inf, QBRANDY,cvxopt,high_accuracy,0.0131661930008704,False,inf,inf,inf, QBRANDY,cvxopt,low_accuracy,0.0132035960014036,False,inf,inf,inf, @@ -2502,7 +2648,7 @@ QBRANDY,piqp,high_accuracy,0.0055865819995233,True,1.2505552149377765e-12,1.1112 QBRANDY,piqp,low_accuracy,0.0048621429996273,True,3.900875785438068e-09,1.112075078655382e-05,0.0006866338080726,0.0002263920505356 QBRANDY,piqp,mid_accuracy,0.0045971509989612,True,1.2505552149377765e-12,1.1120987221896395e-09,6.007758202031256e-08,0.0001432920435036 QBRANDY,proxqp,default,0.0800686040001892,True,5.304533064280342e-09,2.4662623748783474e-09,1.1189331416971982e-06,0.000145114478073 -QBRANDY,proxqp,high_accuracy,0.0788064180014771,True,5.683368373793619e-13,1.929696681603383e-13,7.275957614183426e-12,0.0001433290271961 +QBRANDY,proxqp,high_accuracy,0.0788064180014771,True,5.68336837379362e-13,1.929696681603383e-13,7.275957614183426e-12,0.0001433290271961 QBRANDY,proxqp,low_accuracy,0.0777205079994018,True,5.304533064280342e-09,2.4662623748783474e-09,1.1189331416971982e-06,0.000145114478073 QBRANDY,proxqp,mid_accuracy,0.0807175840000127,True,1.3592533295563485e-12,1.988492703830503e-12,1.6661942936480043e-09,0.0001433295510651 QBRANDY,scs,default,0.0615055769994796,True,0.2925874252016506,0.044547303831919,1.9000021100509912,10.22522403289986 @@ -2512,7 +2658,7 @@ QBRANDY,scs,mid_accuracy,0.5455773120011145,True,2.3833492487255025e-07,1.037539 QCAPRI,clarabel,default,0.0306812170019838,True,1.77351466845721e-10,1.641782638009209e-09,2.712011337280273e-06,0.2663530632853508 QCAPRI,clarabel,high_accuracy,0.1095149219981976,False,inf,inf,inf, QCAPRI,clarabel,low_accuracy,0.0321421580010792,True,1.77351466845721e-10,1.641782638009209e-09,2.712011337280273e-06,0.2663530632853508 -QCAPRI,clarabel,mid_accuracy,0.028640186000018275,True,1.3236176508884318e-12,2.7939677238464355e-09,6.332993507385254e-08,0.2663887143135071 +QCAPRI,clarabel,mid_accuracy,0.0286401860000182,True,1.3236176508884318e-12,2.7939677238464355e-09,6.332993507385254e-08,0.2663887143135071 QCAPRI,cvxopt,default,0.4916117760003544,False,inf,inf,inf, QCAPRI,cvxopt,high_accuracy,0.4973451850019046,False,inf,inf,inf, QCAPRI,cvxopt,low_accuracy,0.4985211139937746,False,inf,inf,inf, @@ -2520,23 +2666,23 @@ QCAPRI,cvxopt,mid_accuracy,0.4348414460000072,False,inf,inf,inf, QCAPRI,gurobi,default,0.0234136009967187,False,inf,inf,inf, QCAPRI,gurobi,high_accuracy,0.0078662840023753,False,inf,inf,inf, QCAPRI,gurobi,low_accuracy,0.0339337340046768,False,inf,inf,inf, -QCAPRI,gurobi,mid_accuracy,0.027983291999987614,False,inf,inf,inf, +QCAPRI,gurobi,mid_accuracy,0.0279832919999876,False,inf,inf,inf, QCAPRI,highs,default,0.0222590510020381,True,6.821210263296962e-13,0.000609535197483,14.809012601152062,0.2663888782262802 QCAPRI,highs,high_accuracy,0.0222689700021874,True,6.821210263296962e-13,0.000609535197483,14.809012601152062,0.2663888782262802 QCAPRI,highs,low_accuracy,0.0203916520040365,True,6.821210263296962e-13,0.000609535197483,14.809012601152062,0.2663888782262802 -QCAPRI,highs,mid_accuracy,0.021648990000016965,False,inf,inf,inf, +QCAPRI,highs,mid_accuracy,0.0216489900000169,False,inf,inf,inf, QCAPRI,osqp,default,0.0090573359993868,True,11.718073408709405,10.646728633878416,2903419.722738255,28103781.332789674 QCAPRI,osqp,high_accuracy,0.086979171996063,False,inf,inf,inf, QCAPRI,osqp,low_accuracy,0.0893178559999796,False,inf,inf,inf, -QCAPRI,osqp,mid_accuracy,0.09203032300001723,False,inf,inf,inf, +QCAPRI,osqp,mid_accuracy,0.0920303230000172,False,inf,inf,inf, QCAPRI,piqp,default,0.0071075420000852,True,1.6890388899893101e-09,2.4213084945718714e-06,0.0243653133511543,0.2819560021162033 QCAPRI,piqp,high_accuracy,0.1235401369995088,False,inf,inf,inf, QCAPRI,piqp,low_accuracy,0.007426451998981,True,2.2893686946190428e-11,3.0046421806305805e-08,0.0002155154943466,0.266544833779335 -QCAPRI,piqp,mid_accuracy,0.008261383999979444,True,5.115907697472721e-13,2.2264430299401283e-09,4.470348358154297e-07,0.2663884162902832 +QCAPRI,piqp,mid_accuracy,0.0082613839999794,True,5.115907697472721e-13,2.2264430299401283e-09,4.470348358154297e-07,0.2663884162902832 QCAPRI,proxqp,default,0.5501999839980272,True,1.1996880964204593e-06,9.832365321926773e-07,15.05714938789606,14.778843127191069 QCAPRI,proxqp,high_accuracy,1.0063468890002696,True,1.450826263867591e-12,3.725290298461914e-09,2.0489096641540527e-08,0.2663888186216354 QCAPRI,proxqp,low_accuracy,0.5284495870000683,True,5.3354654028225916e-11,3.725290298461914e-09,0.0006701033562421,0.2657192125916481 -QCAPRI,proxqp,mid_accuracy,0.8868950949999999,True,6.908204011797988e-13,3.725290298461914e-09,3.7606805562973022e-06,0.26638856530189514 +QCAPRI,proxqp,mid_accuracy,0.8868950949999999,True,6.90820401179799e-13,3.725290298461914e-09,3.7606805562973022e-06,0.2663885653018951 QCAPRI,scs,default,0.173647024006641,True,6.952102386204249,0.3583007864876847,8720.182551249047,22989195.21661634 QCAPRI,scs,high_accuracy,3.109028810999007,False,inf,inf,inf, QCAPRI,scs,low_accuracy,3.109197822996066,False,inf,inf,inf, @@ -2608,31 +2754,39 @@ QETAMACR,scs,mid_accuracy,34.34895939299895,False,inf,inf,inf, QFFFFF80,clarabel,default,0.0859975929997745,True,2.510052870854496e-09,9.522773325443269e-08,2.1577579900622368e-05,0.0094588510692119 QFFFFF80,clarabel,high_accuracy,0.0971532389958156,True,5.820766091346741e-11,2.604210749268532e-07,6.984919309616089e-10,0.0094814409967511 QFFFFF80,clarabel,low_accuracy,0.0857037149980897,True,2.510052870854496e-09,9.522773325443269e-08,2.1577579900622368e-05,0.0094588510692119 +QFFFFF80,clarabel,mid_accuracy,0.08301937699798145,True,1.241203470894414e-09,3.166496753692627e-08,5.646143108606339e-07,0.009480931446887553 QFFFFF80,cvxopt,default,5.164613949003979,False,inf,inf,inf, QFFFFF80,cvxopt,high_accuracy,5.133711335998669,False,inf,inf,inf, QFFFFF80,cvxopt,low_accuracy,5.176624293999339,False,inf,inf,inf, +QFFFFF80,cvxopt,mid_accuracy,4.365588905999175,False,inf,inf,inf, QFFFFF80,gurobi,default,0.0292272910010069,False,inf,inf,inf, QFFFFF80,gurobi,high_accuracy,0.0129146460021729,False,inf,inf,inf, QFFFFF80,gurobi,low_accuracy,0.0107980390021111,False,inf,inf,inf, +QFFFFF80,gurobi,mid_accuracy,0.030141385999741033,False,inf,inf,inf, QFFFFF80,highs,default,26.92833359200449,False,inf,inf,inf, QFFFFF80,highs,high_accuracy,26.94651823099412,False,inf,inf,inf, QFFFFF80,highs,low_accuracy,26.95910683600232,False,inf,inf,inf, +QFFFFF80,highs,mid_accuracy,0.11904488000072888,False,inf,inf,inf, QFFFFF80,osqp,default,0.0843897310041938,True,163.10104321154358,0.2593901593852763,2176448.291823548,616716.1337911375 QFFFFF80,osqp,high_accuracy,0.3283241069948417,False,inf,inf,inf, QFFFFF80,osqp,low_accuracy,0.3300450940005248,False,inf,inf,inf, +QFFFFF80,osqp,mid_accuracy,0.34809830599988345,False,inf,inf,inf, QFFFFF80,piqp,default,0.0478793840011348,True,5.093170329928395e-10,1.430511474609375e-06,0.0002470556646585,0.0094788912683725 QFFFFF80,piqp,high_accuracy,0.5577282129997911,False,inf,inf,inf, QFFFFF80,piqp,low_accuracy,0.0480130899995856,True,5.093170329928395e-10,1.430511474609375e-06,0.0002470556646585,0.0094788912683725 +QFFFFF80,piqp,mid_accuracy,0.05305836399929831,True,4.3655745685100555e-11,1.3113021850585938e-06,1.3271346688270569e-08,0.009481441578827798 QFFFFF80,proxqp,default,2.5372847149992594,True,1.1776028249116485e-07,9.007724548482088e-07,0.0010902096983045,0.0095356701640412 QFFFFF80,proxqp,high_accuracy,3.933139614004176,True,4.3655745685100555e-11,2.9522606581622306e-11,2.3283064365386963e-10,0.0094814419280737 QFFFFF80,proxqp,low_accuracy,3.5194178780002403,True,5.033922207076103e-06,2.5105727496921304e-09,0.0008766886312514,0.0101772763300687 +QFFFFF80,proxqp,mid_accuracy,3.985975122999662,True,2.3271981862899567e-10,4.051800561732932e-11,6.789341568946838e-07,0.00948175392113626 QFFFFF80,scs,default,10.743096782993234,False,inf,inf,inf, QFFFFF80,scs,high_accuracy,10.715490421003778,False,inf,inf,inf, QFFFFF80,scs,low_accuracy,11.093870810000226,False,inf,inf,inf, +QFFFFF80,scs,mid_accuracy,25.71993520899923,False,inf,inf,inf, QFORPLAN,clarabel,default,0.025914386002114,True,9.313225746154783e-10,2.7241185307502763e-08,8.392333984375e-05,39.19264888763428 QFORPLAN,clarabel,high_accuracy,0.0282321480008249,True,9.313225746154783e-10,2.6775524020195007e-09,1.9073486328125e-06,39.1927433013916 QFORPLAN,clarabel,low_accuracy,0.0258218590024625,True,9.313225746154783e-10,2.7241185307502763e-08,8.392333984375e-05,39.19264888763428 -QFORPLAN,clarabel,mid_accuracy,0.0325787850015331,True,2.141205179828632e-08,5.4844641439455444e-08,7.62939453125e-06,39.19272518157959 +QFORPLAN,clarabel,mid_accuracy,0.0325787850015331,True,2.1412051798286323e-08,5.4844641439455444e-08,7.62939453125e-06,39.19272518157959 QFORPLAN,cvxopt,default,0.4631064949971915,False,inf,inf,inf, QFORPLAN,cvxopt,high_accuracy,0.4691933989997778,False,inf,inf,inf, QFORPLAN,cvxopt,low_accuracy,0.4718751330001396,False,inf,inf,inf, @@ -2694,7 +2848,7 @@ QGFRDXPN,scs,high_accuracy,6.519519601000866,False,inf,inf,inf, QGFRDXPN,scs,low_accuracy,6.537279469999703,False,inf,inf,inf, QGFRDXPN,scs,mid_accuracy,15.750279682000835,False,inf,inf,inf, QGROW15,clarabel,default,0.0306902289994468,True,3.141128773380602e-09,7.161742382326478e-09,0.0100749284029006,0.4672759920358658 -QGROW15,clarabel,high_accuracy,0.0489048010003898,True,3.534984962152316e-10,4.225859662199128e-10,2.9802322387695312e-08,0.4682662934064865 +QGROW15,clarabel,high_accuracy,0.0489048010003898,True,3.5349849621523155e-10,4.225859662199128e-10,2.9802322387695312e-08,0.4682662934064865 QGROW15,clarabel,low_accuracy,0.0318516210008965,True,4.0745362639427185e-10,8.342537776291379e-11,0.0001124292612075,0.4682552218437195 QGROW15,clarabel,mid_accuracy,0.0330606410007021,True,4.3655734582870304e-10,8.469945338070598e-13,8.493661880493164e-07,0.4682661294937134 QGROW15,cvxopt,default,0.631635918000029,True,4.9492882459034624e-08,6.744604874597826e-14,50.43475706875324,26.371841922402385 @@ -2796,7 +2950,7 @@ QISRAEL,clarabel,mid_accuracy,0.0665467259968863,False,inf,inf,inf, QISRAEL,cvxopt,default,0.1463912340004753,True,0.0,2.533852239139378e-09,2.206788472831249,0.6733217313885689 QISRAEL,cvxopt,high_accuracy,0.1482639410023694,True,0.0,2.533852239139378e-09,2.206788472831249,0.6733217313885689 QISRAEL,cvxopt,low_accuracy,0.1515112130000488,True,0.0,2.533852239139378e-09,2.206788472831249,0.6733217313885689 -QISRAEL,cvxopt,mid_accuracy,0.1439747809999971,True,0.0,1.2469172361306842e-09,2.206790119409561,0.6733219511806965 +QISRAEL,cvxopt,mid_accuracy,0.1439747809999971,True,0.0,1.246917236130684e-09,2.206790119409561,0.6733219511806965 QISRAEL,gurobi,default,0.0457159539982967,True,4.43453482823486e-08,70613.31309953236,101693463.7321145,0.2108785398304462 QISRAEL,gurobi,high_accuracy,0.0191788669981178,True,4.43453482823486e-08,70613.31309953236,101693463.7321145,0.2108785398304462 QISRAEL,gurobi,low_accuracy,0.0217278630007058,True,4.43453482823486e-08,70613.31309953236,101693463.7321145,0.2108785398304462 @@ -2824,27 +2978,35 @@ QISRAEL,scs,mid_accuracy,1.8920890320005128,False,inf,inf,inf, QPCBLEND,clarabel,default,0.0045331500004976,True,4.620262872601852e-12,5.682954107300021e-15,1.780752820884855e-09,1.2916480385261051e-09 QPCBLEND,clarabel,high_accuracy,0.0034404620018904,True,3.3361161055900368e-12,6.608712708703918e-13,2.3218958949825487e-10,2.027609798810337e-09 QPCBLEND,clarabel,low_accuracy,0.0039709799966658,True,2.804151983817037e-13,1.155721568793511e-12,0.0001504419493572,4.353580622411951e-05 +QPCBLEND,clarabel,mid_accuracy,0.0034131749998778105,True,3.560598855493901e-12,9.43689570931383e-15,7.788557933513108e-07,2.9686894851069234e-07 QPCBLEND,cvxopt,default,0.0639609690042561,True,3.469446951953614e-18,2.7188721193601225e-11,2.964139214335589e-09,8.04174164759086e-10 QPCBLEND,cvxopt,high_accuracy,0.0737985330051742,True,3.469446951953614e-18,2.7188721193601225e-11,2.964139214335589e-09,8.04174164759086e-10 QPCBLEND,cvxopt,low_accuracy,0.0769277799990959,True,3.469446951953614e-18,2.7188721193601225e-11,2.964139214335589e-09,8.04174164759086e-10 +QPCBLEND,cvxopt,mid_accuracy,0.06512746500084177,True,3.469446951953614e-18,3.097209861391805e-11,2.964259981092019e-09,8.041741647590861e-10 QPCBLEND,gurobi,default,0.0302178249985445,True,1.734723475976807e-18,15.343532404086291,3.655308321516369e-09,2.2038894320619557e-10 QPCBLEND,gurobi,high_accuracy,0.0059512050065677,True,1.734723475976807e-18,15.343532404086291,3.655308321516369e-09,2.2038894320619557e-10 QPCBLEND,gurobi,low_accuracy,0.0061173059948487,True,1.734723475976807e-18,15.343532404086291,3.655308321516369e-09,2.2038894320619557e-10 +QPCBLEND,gurobi,mid_accuracy,0.006070690000342438,True,1.734723475976807e-18,15.343532404086293,3.6553083215163708e-09,2.2038894320619562e-10 QPCBLEND,highs,default,0.0051698680035769,True,7.090308480265431e-15,2.076390059890798e-09,1.1672907299799863e-10,2.1742138506253283e-09 QPCBLEND,highs,high_accuracy,0.0052626920005423,True,7.090308480265431e-15,2.076390059890798e-09,1.1672907299799863e-10,2.1742138506253283e-09 QPCBLEND,highs,low_accuracy,0.0051367570049478,True,7.090308480265431e-15,2.076390059890798e-09,1.1672907299799863e-10,2.1742138506253283e-09 +QPCBLEND,highs,mid_accuracy,1000.0185968780024,False,inf,inf,inf, QPCBLEND,osqp,default,0.001973647995328,True,0.0008033132408063,0.0029954522728279,0.0007661129362417,0.0013127497888055 QPCBLEND,osqp,high_accuracy,0.0162102440008311,True,1.504438934540886e-12,3.1004955027003067e-10,1.2319929366450066e-12,2.172951426432368e-09 QPCBLEND,osqp,low_accuracy,0.0018497180062695,True,0.0004295424116382,0.0003229074538517,0.0002185847983983,0.0006479748427548 +QPCBLEND,osqp,mid_accuracy,0.010899418000917649,True,3.895619582616753e-08,8.92531634363869e-07,2.780156394710837e-07,6.210861283779956e-07 QPCBLEND,piqp,default,0.0008448959997622,True,2.849927238646188e-11,1.0764667914516562e-08,1.620459219598712e-11,2.1905412379841227e-09 QPCBLEND,piqp,high_accuracy,0.000998776000415,True,2.850081282090855e-13,1.0765292029915574e-10,1.620704507914312e-13,2.1743724876177595e-09 QPCBLEND,piqp,low_accuracy,0.0008430220004811,True,1.2674717375943267e-11,0.0001073368916286,2.70069475611832e-05,1.0817038763887704e-05 +QPCBLEND,piqp,mid_accuracy,0.0008225550009228755,True,6.701971963507525e-11,4.73414430789729e-08,2.056239819887298e-11,2.1754133112950047e-09 QPCBLEND,proxqp,default,0.0039876220034784,True,4.399682747357331e-06,1.452953368730192e-09,1.8342706665050208e-06,2.2721876847854594e-06 QPCBLEND,proxqp,high_accuracy,0.0045533800002885,True,1.9878215219704118e-10,8.083644864598227e-12,5.097061537767516e-10,2.6839153156876794e-09 QPCBLEND,proxqp,low_accuracy,0.0025316989995189,True,0.0005100921807801,2.8466370760593666e-08,0.0006463631590794,0.0010656456756363 +QPCBLEND,proxqp,mid_accuracy,0.00453127999935532,True,1.0955159908399015e-07,6.325382823936723e-10,2.9203752482063477e-07,2.942194888312655e-07 QPCBLEND,scs,default,0.0832736469965311,True,0.0001521802620905,4.890102760781064e-05,9.722788320585354e-05,9.933885259760106e-05 QPCBLEND,scs,high_accuracy,0.388716174995352,True,5.515100980069132e-10,7.145448677192691e-10,4.112757252327975e-10,2.58723027724006e-09 QPCBLEND,scs,low_accuracy,0.0156956850041751,True,0.0009040792481404,0.0002821729263373,0.0005575184574158,0.0010619331951066 +QPCBLEND,scs,mid_accuracy,0.3429776150005637,True,2.7700848596878824e-07,9.99620031208459e-07,5.834231967577711e-07,7.280477469437385e-07 QPCBOEI1,clarabel,default,0.0226441109989536,True,2.897217799357641e-09,1.5943078324198725e-06,0.0005458185623865,0.0099611300975084 QPCBOEI1,clarabel,high_accuracy,0.0317406510002911,False,inf,inf,inf, QPCBOEI1,clarabel,low_accuracy,0.0241964759989059,True,2.897217799357641e-09,1.5943078324198725e-06,0.0005458185623865,0.0099611300975084 @@ -2964,7 +3126,7 @@ QPILOTNO,osqp,mid_accuracy,0.8589726299978793,False,inf,inf,inf, QPILOTNO,piqp,default,0.1666314699996292,True,1.4750648915651254e-06,3.2407057817233258e-06,5.102701834402978e-07,0.0009655486792325 QPILOTNO,piqp,high_accuracy,1.4520552909998514,False,inf,inf,inf, QPILOTNO,piqp,low_accuracy,0.1664822929997171,True,1.4750648915651254e-06,3.2407057817233258e-06,5.102701834402978e-07,0.0009655486792325 -QPILOTNO,piqp,mid_accuracy,0.1809414170129457,True,5.8898956742870714e-08,3.4869117371272296e-08,1.228732799063437e-06,0.0009916424751281 +QPILOTNO,piqp,mid_accuracy,0.1809414170129457,True,5.8898956742870734e-08,3.4869117371272296e-08,1.228732799063437e-06,0.0009916424751281 QPILOTNO,proxqp,default,176.73292609700002,True,1.952571869906269e-06,2.9802322387695312e-08,0.0005466535549203,0.0015394920483231 QPILOTNO,proxqp,high_accuracy,178.4614909640004,True,4.3655745685100555e-10,1.4901161193847656e-08,1.9817889551632102e-09,0.0009929472580552 QPILOTNO,proxqp,low_accuracy,176.6176399879987,True,1.952571869906269e-06,2.9802322387695312e-08,0.0005466535549203,0.0015394920483231 @@ -2993,7 +3155,7 @@ QPTEST,osqp,default,0.0010668430004443,True,0.0,1.5238534878392332e-08,4.7820840 QPTEST,osqp,high_accuracy,0.0010926820013992,True,0.0,4.440892098500626e-15,5.329070518200751e-15,3.552713678800501e-15 QPTEST,osqp,low_accuracy,0.0011479799995868,True,0.0,1.5238534878392332e-08,4.782084062071591e-09,1.983036845842889e-09 QPTEST,osqp,mid_accuracy,0.0011617500003922,True,0.0,1.5238534878392332e-08,4.782084062071591e-09,1.983036845842889e-09 -QPTEST,piqp,default,0.000553238998691,True,0.0,7.367084600258743e-10,2.1802843974683124e-09,1.4831513794888446e-10 +QPTEST,piqp,default,0.000553238998691,True,0.0,7.36708460025874e-10,2.1802843974683124e-09,1.4831513794888446e-10 QPTEST,piqp,high_accuracy,0.0007172449986683,True,0.0,7.368647681273507e-12,2.1806556560477475e-11,1.4850343177386094e-12 QPTEST,piqp,low_accuracy,0.0005298150008457,True,0.0,7.367095314034757e-06,2.1800711371255943e-05,1.4826298579961872e-06 QPTEST,piqp,mid_accuracy,0.0004874049991485,True,0.0,7.367095764550516e-08,2.180175471266921e-07,1.4828822614276762e-08 @@ -3030,15 +3192,15 @@ QRECIPE,piqp,high_accuracy,0.0013597609995485,True,3.637978807091713e-11,7.27595 QRECIPE,piqp,low_accuracy,0.0010083990000566,True,2.182787284255028e-11,1.3836867199604391e-09,0.0006847929381024,0.0003442261626673 QRECIPE,piqp,mid_accuracy,0.0012002290022792,True,2.9103830456733704e-11,7.275957614183426e-12,3.0866681299812626e-07,1.551597392790427e-07 QRECIPE,proxqp,default,0.0054288469982566,True,1.36651966981441e-08,4.0586054295133074e-08,2.05707191298643e-05,2.414107029835577e-07 -QRECIPE,proxqp,high_accuracy,0.0057444550002401,True,4.2091580009454165e-11,3.748112931134529e-13,6.307345756795251e-10,8.182610145013314e-10 +QRECIPE,proxqp,high_accuracy,0.0057444550002401,True,4.2091580009454165e-11,3.748112931134529e-13,6.30734575679525e-10,8.182610145013314e-10 QRECIPE,proxqp,low_accuracy,0.0055471399973612,True,1.36651966981441e-08,4.0586054295133074e-08,2.05707191298643e-05,2.414107029835577e-07 QRECIPE,proxqp,mid_accuracy,0.007146140000259,True,3.931635461640326e-09,9.513978493913555e-10,5.223093353379227e-07,4.5756678446196026e-08 QRECIPE,scs,default,0.0072269339980266,True,0.0012055384770933,2.874367642123274e-06,2.243475631757974e-05,6.31728727285008e-05 QRECIPE,scs,high_accuracy,0.0085128580030868,True,5.467139610504967e-10,1.970312975274613e-11,8.373035598197018e-11,5.9037006394646604e-09 QRECIPE,scs,low_accuracy,0.00853297499998,True,0.0004088749151147,3.54250539036198e-06,7.541683942235977e-06,9.629057763049786e-05 QRECIPE,scs,mid_accuracy,0.0094304250014829,True,1.3856876931994023e-09,3.961497622995136e-11,8.342112778336741e-09,4.360458660812583e-09 -QSC205,clarabel,default,0.0047855640004854,True,5.684341886080804e-14,6.818321405780588e-13,6.865431306901502e-10,1.452052397592218e-09 -QSC205,clarabel,high_accuracy,0.0048008979993028,True,5.684341886080804e-14,6.818321405780588e-13,6.865431306901502e-10,1.452052397592218e-09 +QSC205,clarabel,default,0.0047855640004854,True,5.684341886080804e-14,6.81832140578059e-13,6.865431306901502e-10,1.452052397592218e-09 +QSC205,clarabel,high_accuracy,0.0048008979993028,True,5.684341886080804e-14,6.81832140578059e-13,6.865431306901502e-10,1.452052397592218e-09 QSC205,clarabel,low_accuracy,0.0045246709996717,True,5.955712832628189e-11,1.0010635125847487e-09,1.7052560058653214e-05,6.610459389864466e-06 QSC205,clarabel,mid_accuracy,0.0047919110002112,True,8.879928042881957e-13,5.841875056815551e-11,5.91861102664723e-08,1.9242254557100272e-08 QSC205,cvxopt,default,0.0845903329991415,True,1.0004441719502207e-11,4.735258944163822e-13,2.71470771420556e-13,1.6881214265004883e-09 @@ -3054,7 +3216,7 @@ QSC205,highs,high_accuracy,0.0053938230012136,True,2.220446049250313e-16,9.77542 QSC205,highs,low_accuracy,0.0061617749997822,True,2.220446049250313e-16,9.775426181370473e-08,3.7530955900901e-07,1.6823148030892243e-09 QSC205,highs,mid_accuracy,0.0050264569999853,True,1.942890293094024e-16,2.365879083224037e-07,4.3158025864707683e-07,1.680362217426623e-09 QSC205,osqp,default,0.0021028110004408,True,0.0023329148033967,0.0002713410339719,0.002549045225363,0.002798109145442 -QSC205,osqp,high_accuracy,0.0052043529994989,True,2.5731234851167347e-11,8.749801994056832e-10,4.821096456081309e-10,1.3582285747493206e-09 +QSC205,osqp,high_accuracy,0.0052043529994989,True,2.5731234851167347e-11,8.74980199405683e-10,4.821096456081309e-10,1.3582285747493206e-09 QSC205,osqp,low_accuracy,0.003074034999372,True,1.5036974568475789e-05,8.677489236752489e-05,0.000188557893616,1.154655924113894e-05 QSC205,osqp,mid_accuracy,0.0034297179990971,True,7.78899275633016e-08,4.933837636222904e-07,8.010140917502628e-07,7.191765105142579e-08 QSC205,piqp,default,0.0010717069999373,True,2.273736754432321e-13,1.3360743934820452e-11,4.828707086729074e-10,1.2209531805723595e-09 @@ -3072,11 +3234,11 @@ QSC205,scs,mid_accuracy,0.024189315001422,True,3.40351753253462e-07,3.3637704984 QSCAGR25,clarabel,default,0.0106447860016487,True,4.073737528568874e-12,1.3418237224772968e-06,0.01753431558609,1.5838993787765503 QSCAGR25,clarabel,high_accuracy,0.0574519750007311,False,inf,inf,inf, QSCAGR25,clarabel,low_accuracy,0.0124373960061348,True,3.816762096049908e-11,3.09242789239117e-08,0.000176191329956,1.6286392509937286 -QSCAGR25,clarabel,mid_accuracy,0.011081250999723125,True,5.45874456747697e-12,7.429520478220976e-11,2.384185791015625e-07,1.629287600517273 +QSCAGR25,clarabel,mid_accuracy,0.0110812509997231,True,5.45874456747697e-12,7.429520478220975e-11,2.384185791015625e-07,1.629287600517273 QSCAGR25,cvxopt,default,0.6368037209977047,True,3.3833202905952915e-10,2.6042213768480767e-11,41.91349804401398,12.54650592803955 QSCAGR25,cvxopt,high_accuracy,0.6478928159995121,True,3.3833202905952915e-10,2.6042213768480767e-11,41.91349804401398,12.54650592803955 QSCAGR25,cvxopt,low_accuracy,0.7484561750025023,True,3.3833202905952915e-10,2.6042213768480767e-11,41.91349804401398,12.54650592803955 -QSCAGR25,cvxopt,mid_accuracy,0.6225114540002323,True,6.029949872754514e-10,1.0336596189446448e-11,41.91349816322327,12.546506077051163 +QSCAGR25,cvxopt,mid_accuracy,0.6225114540002323,True,6.02994987275451e-10,1.0336596189446448e-11,41.91349816322327,12.546506077051164 QSCAGR25,gurobi,default,0.0433741020024172,False,inf,inf,inf, QSCAGR25,gurobi,high_accuracy,0.0081123950003529,False,inf,inf,inf, QSCAGR25,gurobi,low_accuracy,0.0077674920030403,False,inf,inf,inf, @@ -3084,15 +3246,15 @@ QSCAGR25,gurobi,mid_accuracy,0.0283650100000159,False,inf,inf,inf, QSCAGR25,highs,default,0.0212797759959357,False,inf,inf,inf, QSCAGR25,highs,high_accuracy,0.0237033269950188,False,inf,inf,inf, QSCAGR25,highs,low_accuracy,0.0211027710029156,False,inf,inf,inf, -QSCAGR25,highs,mid_accuracy,0.031741839999995136,False,inf,inf,inf, +QSCAGR25,highs,mid_accuracy,0.0317418399999951,False,inf,inf,inf, QSCAGR25,osqp,default,0.0090256760013289,True,1.6103249670095985,49.44266542001333,2900539.1475971937,4395586.518002778 QSCAGR25,osqp,high_accuracy,0.075765595996927,False,inf,inf,inf, QSCAGR25,osqp,low_accuracy,0.0855754549993434,False,inf,inf,inf, -QSCAGR25,osqp,mid_accuracy,0.07814190699991741,False,inf,inf,inf, +QSCAGR25,osqp,mid_accuracy,0.0781419069999174,False,inf,inf,inf, QSCAGR25,piqp,default,0.0022276170002442,True,7.821654435247183e-11,1.2966251844659382e-05,0.040151834487915,1.619431883096695 QSCAGR25,piqp,high_accuracy,0.0232805180003197,False,inf,inf,inf, QSCAGR25,piqp,low_accuracy,0.0022973909999564,True,5.45874456747697e-12,1.2962568973762245e-07,0.0004015564918518,1.6291891932487488 -QSCAGR25,piqp,mid_accuracy,0.0024729870001465315,True,5.45874456747697e-12,5.096889431608973e-11,5.960464477539063e-08,1.6292877793312073 +QSCAGR25,piqp,mid_accuracy,0.0024729870001465,True,5.45874456747697e-12,5.096889431608973e-11,5.960464477539065e-08,1.6292877793312073 QSCAGR25,proxqp,default,0.4959354539969354,True,3.742015001799436e-06,1.549272916179234e-06,0.1279793977737426,1.798828125 QSCAGR25,proxqp,high_accuracy,11.393249927001309,False,inf,inf,inf, QSCAGR25,proxqp,low_accuracy,0.517674132999673,True,7.277733971022826e-12,4.3655745685100555e-11,4.76837158203125e-07,1.629288136959076 @@ -3200,7 +3362,7 @@ QSCFXM2,scs,mid_accuracy,21.700142489000427,False,inf,inf,inf, QSCFXM3,clarabel,default,0.0840055320004466,True,2.881600060184584e-11,1.1345295788860968e-07,5.4463744163513184e-05,0.5290857739746571 QSCFXM3,clarabel,high_accuracy,0.1225964209952508,False,inf,inf,inf, QSCFXM3,clarabel,low_accuracy,0.0847026759947766,True,2.881600060184584e-11,1.1345295788860968e-07,5.4463744163513184e-05,0.5290857739746571 -QSCFXM3,clarabel,mid_accuracy,0.08265127399999983,True,3.645084234449314e-12,3.4532825150622305e-09,7.599592208862305e-07,0.5291327461600304 +QSCFXM3,clarabel,mid_accuracy,0.0826512739999998,True,3.645084234449314e-12,3.4532825150622305e-09,7.599592208862305e-07,0.5291327461600304 QSCFXM3,cvxopt,default,0.8257179069987615,False,inf,inf,inf, QSCFXM3,cvxopt,high_accuracy,0.7997808240033919,False,inf,inf,inf, QSCFXM3,cvxopt,low_accuracy,0.8109797720026108,False,inf,inf,inf, @@ -3208,27 +3370,27 @@ QSCFXM3,cvxopt,mid_accuracy,0.7444747810000081,False,inf,inf,inf, QSCFXM3,gurobi,default,0.051691259999643,False,inf,inf,inf, QSCFXM3,gurobi,high_accuracy,0.0188341470056911,False,inf,inf,inf, QSCFXM3,gurobi,low_accuracy,0.0158837039998616,False,inf,inf,inf, -QSCFXM3,gurobi,mid_accuracy,0.06622186499998861,False,inf,inf,inf, +QSCFXM3,gurobi,mid_accuracy,0.0662218649999886,False,inf,inf,inf, QSCFXM3,highs,default,1000.00304548,False,inf,inf,inf, QSCFXM3,highs,high_accuracy,1000.0030574450066,False,inf,inf,inf, QSCFXM3,highs,low_accuracy,1000.0030856329976,False,inf,inf,inf, -QSCFXM3,highs,mid_accuracy,0.07774581800003943,False,inf,inf,inf, +QSCFXM3,highs,mid_accuracy,0.0777458180000394,False,inf,inf,inf, QSCFXM3,osqp,default,0.0556157679966418,True,42.26426781821319,4.038221576138886,5889437.442238452,29452599.199808806 QSCFXM3,osqp,high_accuracy,0.3560156480016303,False,inf,inf,inf, QSCFXM3,osqp,low_accuracy,0.3582978210033616,False,inf,inf,inf, QSCFXM3,osqp,mid_accuracy,0.3822181549999186,False,inf,inf,inf, -QSCFXM3,piqp,default,0.0248934249993908,True,4.734641123688051e-10,2.274142478869589e-06,0.0174855887889862,0.5209428369998932 +QSCFXM3,piqp,default,0.0248934249993908,True,4.73464112368805e-10,2.274142478869589e-06,0.0174855887889862,0.5209428369998932 QSCFXM3,piqp,high_accuracy,0.451147129999299,False,inf,inf,inf, QSCFXM3,piqp,low_accuracy,0.0245006069999362,True,4.6043169277254486e-11,2.4377467053925172e-08,0.0001757442951202,0.5290509685873985 -QSCFXM3,piqp,mid_accuracy,0.025935652000043774,True,4.411049303598702e-11,1.1641532182693481e-10,1.4901161193847656e-08,0.5291334129869938 +QSCFXM3,piqp,mid_accuracy,0.0259356520000437,True,4.411049303598702e-11,1.1641532182693479e-10,1.4901161193847656e-08,0.5291334129869938 QSCFXM3,proxqp,default,19.044136532000262,True,1.0170921882490802e-08,2.764863893389702e-10,0.0068729817867279,0.5360065773129463 QSCFXM3,proxqp,high_accuracy,19.027418370002124,True,3.296964051192224e-12,5.820766091346741e-11,0.0,0.5291334204375744 QSCFXM3,proxqp,low_accuracy,19.051303180000104,True,2.7355895326763857e-12,6.821210263296962e-11,3.874301910400392e-07,0.5291338004171848 -QSCFXM3,proxqp,mid_accuracy,19.934086772000228,True,2.7355895326763857e-12,6.821210263296962e-11,3.8743019104003906e-07,0.5291338004171848 +QSCFXM3,proxqp,mid_accuracy,19.934086772000228,True,2.7355895326763857e-12,6.821210263296962e-11,3.874301910400392e-07,0.5291338004171848 QSCFXM3,scs,default,1.65614954099874,True,13.571045584624654,1.6115639236250183,4668.247413560748,3524984.6945327185 QSCFXM3,scs,high_accuracy,14.040843736998797,False,inf,inf,inf, QSCFXM3,scs,low_accuracy,14.114766088998294,False,inf,inf,inf, -QSCFXM3,scs,mid_accuracy,33.449881187999836,False,inf,inf,inf, +QSCFXM3,scs,mid_accuracy,33.44988118799984,False,inf,inf,inf, QSCORPIO,clarabel,default,0.0058268989996577,True,5.31256577618322e-09,4.8335433286660966e-06,1.3383755485137418e-05,6.446588986364077e-05 QSCORPIO,clarabel,high_accuracy,0.0127462910022586,True,5.3013149425851225e-15,4.865555371220837e-12,1.3214247661795852e-11,4.701805096374301e-05 QSCORPIO,clarabel,low_accuracy,0.0057013219993677,True,5.31256577618322e-09,4.8335433286660966e-06,1.3383755485137418e-05,6.446588986364077e-05 @@ -3264,27 +3426,35 @@ QSCORPIO,scs,mid_accuracy,0.4724434150048182,True,2.0457508576043892e-08,5.03228 QSCRS8,clarabel,default,0.0388089170010061,True,7.635646479923347e-12,1.1487074995408821e-07,3.0616122330684448e-06,9.452235076423676e-06 QSCRS8,clarabel,high_accuracy,0.0420189370051957,True,9.780228649261536e-14,3.5601522442162555e-10,3.9358383219223454e-10,3.851116503028607e-06 QSCRS8,clarabel,low_accuracy,0.0371126120007829,True,2.2064869564869557e-10,6.78093890620346e-05,2.80534434295987e-05,0.0070483116966215 +QSCRS8,clarabel,mid_accuracy,0.03837085899795056,True,1.5902248942911268e-11,1.142995622422597e-08,2.9007537705183495e-07,4.112740384698554e-06 QSCRS8,cvxopt,default,3.8470093549985904,False,inf,inf,inf, QSCRS8,cvxopt,high_accuracy,3.807033611003135,False,inf,inf,inf, QSCRS8,cvxopt,low_accuracy,3.8095850050012814,False,inf,inf,inf, +QSCRS8,cvxopt,mid_accuracy,3.4497185999971407,False,inf,inf,inf, QSCRS8,gurobi,default,0.0360007939962088,False,inf,inf,inf, QSCRS8,gurobi,high_accuracy,0.012779391996446,False,inf,inf,inf, QSCRS8,gurobi,low_accuracy,0.0142578619997948,False,inf,inf,inf, +QSCRS8,gurobi,mid_accuracy,0.0315129610025906,False,inf,inf,inf, QSCRS8,highs,default,0.2438184700004058,True,1.45681711083423e-11,2.10321389999997e-05,0.0226217561562407,3.850783969028271e-06 QSCRS8,highs,high_accuracy,0.2365567719971295,True,1.45681711083423e-11,2.10321389999997e-05,0.0226217561562407,3.850783969028271e-06 QSCRS8,highs,low_accuracy,0.2346017620002385,True,1.45681711083423e-11,2.10321389999997e-05,0.0226217561562407,3.850783969028271e-06 +QSCRS8,highs,mid_accuracy,0.2372694740006409,False,inf,inf,inf, QSCRS8,osqp,default,0.0519434560046647,True,0.0414499748998902,1.942623365521031,51.915517231791455,14.918418506371836 QSCRS8,osqp,high_accuracy,0.1626799899968318,False,inf,inf,inf, QSCRS8,osqp,low_accuracy,0.1631126650026999,False,inf,inf,inf, +QSCRS8,osqp,mid_accuracy,0.17099024100025417,False,inf,inf,inf, QSCRS8,piqp,default,0.0075210930008324,True,2.56262134627175e-10,2.9200747696592204e-09,2.2144195099826905e-07,3.966711688008218e-06 QSCRS8,piqp,high_accuracy,0.0085917370015522,True,3.2741809263825417e-11,2.182787284255028e-11,6.898517312947661e-10,3.851152428069327e-06 QSCRS8,piqp,low_accuracy,0.0075260409994371,True,2.5465851649641987e-11,3.242094670076641e-05,8.060809659582446e-05,6.73945493190331e-05 +QSCRS8,piqp,mid_accuracy,0.007476838000002317,True,2.56262134627175e-10,2.92007476965922e-09,2.2144195099826902e-07,3.966711688008218e-06 QSCRS8,proxqp,default,9.671478346994263,True,1.0520398379121332e-06,5.268743540120629e-07,0.0013566056309173,0.0026818575180413 QSCRS8,proxqp,high_accuracy,9.734007084996849,True,9.78226728401898e-14,9.094947017729282e-13,1.1141310096718371e-10,3.850802841043333e-06 QSCRS8,proxqp,low_accuracy,9.735104265004338,True,2.8954602934524405e-07,7.855817253312112e-09,4.559374610835221e-05,4.954386793087906e-05 +QSCRS8,proxqp,mid_accuracy,10.284668272001,True,1.4128461341931544e-13,4.185478630347461e-10,5.926017365709413e-08,3.850878783850931e-06 QSCRS8,scs,default,1.5962374230002752,True,0.0009315734243553,0.0244047839978538,0.0293434177051494,0.418101251619305 QSCRS8,scs,high_accuracy,7.30322200700175,False,inf,inf,inf, QSCRS8,scs,low_accuracy,7.269919860998925,False,inf,inf,inf, +QSCRS8,scs,mid_accuracy,18.54764056500062,False,inf,inf,inf, QSCSD1,clarabel,default,0.0087886359997355,True,7.687361788080746e-11,5.713030049037116e-10,4.214945903413536e-08,7.423694015074035e-08 QSCSD1,clarabel,high_accuracy,0.0090542199995979,True,7.687606586101145e-13,5.714539952350606e-12,4.214992799234096e-10,2.615234429015345e-08 QSCSD1,clarabel,low_accuracy,0.0079573519997211,True,7.687253818411004e-07,5.712774270527632e-06,0.0004215520430879,0.0004857834843488 @@ -3320,19 +3490,19 @@ QSCSD1,scs,mid_accuracy,0.0380279380005958,True,2.4175266855156683e-08,4.9917543 QSCSD6,clarabel,default,0.0308358269976452,True,7.29123368234984e-10,4.842280354466766e-09,1.5014551024705725e-07,3.266167567517187e-07 QSCSD6,clarabel,high_accuracy,0.0313559229980455,True,1.8898820140398027e-12,1.1839778262922456e-11,3.6915537293680245e-10,1.0097637925809977e-07 QSCSD6,clarabel,low_accuracy,0.0232161280000582,True,7.4089695570093e-08,4.83941860709991e-07,1.900454819292463e-06,3.382256740280809e-05 -QSCSD6,clarabel,mid_accuracy,0.01580429700015884,True,5.6378649645819935e-08,3.641686854294335e-07,6.965539043335411e-07,2.7248438605909087e-05 +QSCSD6,clarabel,mid_accuracy,0.0158042970001588,True,5.6378649645819935e-08,3.641686854294335e-07,6.965539043335411e-07,2.7248438605909087e-05 QSCSD6,cvxopt,default,0.8008331540040672,True,4.651423048766787e-13,5.329070518200751e-15,1.0581048854874098e-06,8.160686988389898e-07 QSCSD6,cvxopt,high_accuracy,0.7858871959979297,True,4.651423048766787e-13,5.329070518200751e-15,1.0581048854874098e-06,8.160686988389898e-07 QSCSD6,cvxopt,low_accuracy,0.7302186540036928,True,4.651423048766787e-13,5.329070518200751e-15,1.0581048854874098e-06,8.160686988389898e-07 -QSCSD6,cvxopt,mid_accuracy,0.7494756220003183,True,4.085208837635796e-13,5.329070518200751e-15,1.0581024127986893e-06,8.160662332556967e-07 +QSCSD6,cvxopt,mid_accuracy,0.7494756220003183,True,4.085208837635796e-13,5.329070518200751e-15,1.0581024127986891e-06,8.160662332556967e-07 QSCSD6,gurobi,default,0.0449379970013978,False,inf,inf,inf, QSCSD6,gurobi,high_accuracy,0.0140783750030095,False,inf,inf,inf, QSCSD6,gurobi,low_accuracy,0.0132858180004404,False,inf,inf,inf, -QSCSD6,gurobi,mid_accuracy,0.032692181000129494,False,inf,inf,inf, +QSCSD6,gurobi,mid_accuracy,0.0326921810001294,False,inf,inf,inf, QSCSD6,highs,default,0.2585406430007424,False,inf,inf,inf, QSCSD6,highs,high_accuracy,0.2589218180000898,False,inf,inf,inf, QSCSD6,highs,low_accuracy,0.2604637980039115,False,inf,inf,inf, -QSCSD6,highs,mid_accuracy,0.04293226199979472,False,inf,inf,inf, +QSCSD6,highs,mid_accuracy,0.0429322619997947,False,inf,inf,inf, QSCSD6,osqp,default,0.0365862180042313,True,0.0022526423405592,0.0041568314571525,0.1858276763004198,0.2207827207167412 QSCSD6,osqp,high_accuracy,0.1715287289989646,False,inf,inf,inf, QSCSD6,osqp,low_accuracy,0.0545111970059224,True,0.0008571532201026,0.000943076007291,0.0488531983590974,0.0820875069281186 @@ -3340,15 +3510,15 @@ QSCSD6,osqp,mid_accuracy,0.17609955800026,False,inf,inf,inf, QSCSD6,piqp,default,0.0061212979999254,True,2.316480340880389e-13,1.0473762497467033e-08,2.431612244890857e-09,9.956649194009517e-08 QSCSD6,piqp,high_accuracy,0.0072691929999564,True,3.240923241176871e-14,6.83457385907439e-10,2.3285195993594243e-10,1.0058814581270781e-07 QSCSD6,piqp,low_accuracy,0.0053887129997747,True,1.900622020878373e-12,9.259196967585207e-06,1.7661156320514237e-05,1.6070350703500935e-05 -QSCSD6,piqp,mid_accuracy,0.005634141999962594,True,6.091238624605921e-13,6.615461710962734e-08,1.7976106647665802e-07,6.128090745960435e-08 +QSCSD6,piqp,mid_accuracy,0.0056341419999625,True,6.091238624605921e-13,6.615461710962734e-08,1.7976106647665804e-07,6.128090745960435e-08 QSCSD6,proxqp,default,5.662786119006341,True,1.3663005983369882e-07,5.335504704717664e-09,4.450572262726382e-06,4.552788794853768e-06 QSCSD6,proxqp,high_accuracy,9.349593745006132,True,3.854542966059664e-11,9.84035519735471e-10,3.9788261574358325e-10,1.007075880465891e-07 QSCSD6,proxqp,low_accuracy,5.80873932200484,True,1.3663005983369882e-07,5.335504704717664e-09,4.450572262726382e-06,4.552788794853768e-06 -QSCSD6,proxqp,mid_accuracy,5.8912843399998565,True,3.959238680728499e-09,1.2175362940070045e-09,1.1825906653939455e-07,2.2010999600752257e-07 +QSCSD6,proxqp,mid_accuracy,5.8912843399998565,True,3.959238680728499e-09,1.2175362940070043e-09,1.1825906653939457e-07,2.2010999600752257e-07 QSCSD6,scs,default,0.3023009719981928,True,0.000188365219178,0.0001247839517266,0.0001150835765884,0.0252546092289733 QSCSD6,scs,high_accuracy,7.526190144002612,False,inf,inf,inf, QSCSD6,scs,low_accuracy,0.0947002940010861,True,0.0007940498011755,0.0009851151297062,8.195043152170456e-05,0.0328099662041836 -QSCSD6,scs,mid_accuracy,5.088797316999717,True,6.581931068739006e-08,7.496295966191724e-07,1.6819742398865856e-07,3.3902614404723863e-07 +QSCSD6,scs,mid_accuracy,5.088797316999717,True,6.581931068739008e-08,7.496295966191724e-07,1.6819742398865858e-07,3.390261440472387e-07 QSCSD8,clarabel,default,0.0337170509992574,True,1.726404295217228e-11,1.124187689141752e-09,1.5270427411451235e-06,5.159731358617137e-06 QSCSD8,clarabel,high_accuracy,0.037407155999972,True,8.318207234125907e-13,2.469136006766348e-13,2.1771029423689467e-10,4.218630465402384e-06 QSCSD8,clarabel,low_accuracy,0.0314887870008533,True,5.320023867154663e-09,1.1138675742112925e-07,2.811426543303241e-05,2.8932071472809184e-05 @@ -3366,7 +3536,7 @@ QSCSD8,highs,high_accuracy,0.3127324699999008,False,inf,inf,inf, QSCSD8,highs,low_accuracy,0.3117951999993238,False,inf,inf,inf, QSCSD8,highs,mid_accuracy,0.1113536079974437,False,inf,inf,inf, QSCSD8,osqp,default,0.0224004570009128,True,0.0143778082889337,0.01524328692898,5.577155514058404,8.99858693111696 -QSCSD8,osqp,high_accuracy,0.3344060330018692,True,1.7683251126033055e-10,8.249447791541791e-10,2.361844053666573e-09,4.2166468574578175e-06 +QSCSD8,osqp,high_accuracy,0.3344060330018692,True,1.7683251126033055e-10,8.24944779154179e-10,2.361844053666573e-09,4.2166468574578175e-06 QSCSD8,osqp,low_accuracy,0.0834389010015002,True,0.0009177891993315,0.0006742271697377,0.0011375660369594,0.0055794514225908 QSCSD8,osqp,mid_accuracy,0.182967393000581,True,9.637613477647978e-07,6.501705684944777e-07,3.206942869837803e-05,3.789708500789857e-05 QSCSD8,piqp,default,0.0100758950011368,True,1.228611638017621e-13,4.0924328648029324e-10,2.417209543637e-09,4.21875142819772e-06 @@ -3416,19 +3586,19 @@ QSCTAP1,scs,mid_accuracy,0.3659759319998557,True,2.2725379568189085e-07,1.190890 QSCTAP2,clarabel,default,0.0319995250029023,True,3.001918635712663e-09,7.177607043905579e-08,1.0230313876036234e-06,2.190371560573112e-06 QSCTAP2,clarabel,high_accuracy,0.0335448629994061,True,3.39175083684224e-13,7.625790458230609e-12,1.0678036233002786e-10,2.304137069586432e-06 QSCTAP2,clarabel,low_accuracy,0.0280805399961536,True,3.0019320208888e-07,7.177577189744336e-06,0.0001023035058551,9.072576631297125e-06 -QSCTAP2,clarabel,mid_accuracy,0.029117531999986568,True,2.6457577163982575e-09,6.332979245602957e-08,8.968017368715664e-07,2.194896978835459e-06 +QSCTAP2,clarabel,mid_accuracy,0.0291175319999865,True,2.645757716398257e-09,6.332979245602958e-08,8.968017368715664e-07,2.194896978835459e-06 QSCTAP2,cvxopt,default,12.584270628001832,True,2.886579864025407e-15,9.022895996650283e-12,0.0006379763385098,0.0003785657297612 QSCTAP2,cvxopt,high_accuracy,12.601320948000648,True,2.886579864025407e-15,9.022895996650283e-12,0.0006379763385098,0.0003785657297612 QSCTAP2,cvxopt,low_accuracy,12.51278081000055,True,2.886579864025407e-15,9.022895996650283e-12,0.0006379763385098,0.0003785657297612 -QSCTAP2,cvxopt,mid_accuracy,11.103340493000019,True,1.9984014443252818e-15,7.101874643922201e-12,0.0006379760570212056,0.0003785655494539242 +QSCTAP2,cvxopt,mid_accuracy,11.10334049300002,True,1.9984014443252818e-15,7.101874643922201e-12,0.0006379760570212,0.0003785655494539 QSCTAP2,gurobi,default,0.0777089340044767,False,inf,inf,inf, QSCTAP2,gurobi,high_accuracy,0.0209216229995945,False,inf,inf,inf, QSCTAP2,gurobi,low_accuracy,0.0421091730022453,False,inf,inf,inf, -QSCTAP2,gurobi,mid_accuracy,0.039728569000033076,False,inf,inf,inf, +QSCTAP2,gurobi,mid_accuracy,0.039728569000033,False,inf,inf,inf, QSCTAP2,highs,default,1000.002917121994,False,inf,inf,inf, QSCTAP2,highs,high_accuracy,1000.003102358998,False,inf,inf,inf, QSCTAP2,highs,low_accuracy,1000.0031743389992,False,inf,inf,inf, -QSCTAP2,highs,mid_accuracy,0.13138422600002286,False,inf,inf,inf, +QSCTAP2,highs,mid_accuracy,0.1313842260000228,False,inf,inf,inf, QSCTAP2,osqp,default,0.1034233119935379,True,0.0187076151061713,0.06605719798028,0.0876901741113442,0.1108434047780519 QSCTAP2,osqp,high_accuracy,0.3522418040010961,False,inf,inf,inf, QSCTAP2,osqp,low_accuracy,0.3520358460009447,False,inf,inf,inf, @@ -3436,7 +3606,7 @@ QSCTAP2,osqp,mid_accuracy,0.3584189250000236,False,inf,inf,inf, QSCTAP2,piqp,default,0.0128052899999602,True,6.417089082333406e-14,3.760926459150937e-09,1.4023081007508154e-06,1.3222784218669403e-06 QSCTAP2,piqp,high_accuracy,0.0199225659998774,True,7.591971495912729e-11,4.263256414560601e-14,7.460698725481052e-11,2.3040729502099566e-06 QSCTAP2,piqp,low_accuracy,0.0147307389997877,True,6.198597191087174e-12,3.76092061271649e-07,0.0001402168799131,9.587454496795544e-05 -QSCTAP2,piqp,mid_accuracy,0.013301861999991615,True,3.908873225100251e-11,3.9297676224236966e-11,1.414451844539144e-08,2.2942074338061502e-06 +QSCTAP2,piqp,mid_accuracy,0.0133018619999916,True,3.9088732251002505e-11,3.9297676224236966e-11,1.414451844539144e-08,2.2942074338061502e-06 QSCTAP2,proxqp,default,10.824492023006314,True,7.709480748658588e-06,2.3765401255182206e-09,6.599811098340069e-05,6.83000976096082e-05 QSCTAP2,proxqp,high_accuracy,12.172424992000742,True,4.3931947263718456e-10,5.914510896899343e-13,3.745128651644336e-10,2.304521558471606e-06 QSCTAP2,proxqp,low_accuracy,10.761291594004431,True,7.709480748658588e-06,2.3765401255182206e-09,6.599811098340069e-05,6.83000976096082e-05 @@ -3448,99 +3618,131 @@ QSCTAP2,scs,mid_accuracy,0.3486511959999916,True,5.382244038786871e-07,5.7767200 QSCTAP3,clarabel,default,0.0446451120005804,True,1.7428650010094555e-09,4.3543278905803214e-08,6.362103164292421e-07,1.9017618797079194e-05 QSCTAP3,clarabel,high_accuracy,0.0475995070009958,True,2.1696023205264772e-13,4.4112620133565006e-12,6.515676886920119e-11,1.907432829284517e-05 QSCTAP3,clarabel,low_accuracy,0.041491905998555,True,1.7428356851580076e-07,4.354264848818413e-06,6.362078572408336e-05,1.3403513548837507e-05 +QSCTAP3,clarabel,mid_accuracy,0.042268148000403,True,4.510113514453733e-11,1.163018808838757e-09,1.68480198681209e-08,1.9073715520789847e-05 QSCTAP3,cvxopt,default,22.00230819499848,False,inf,inf,inf, QSCTAP3,cvxopt,high_accuracy,22.07645165899885,False,inf,inf,inf, QSCTAP3,cvxopt,low_accuracy,22.56232128499687,False,inf,inf,inf, +QSCTAP3,cvxopt,mid_accuracy,19.10873927600005,False,inf,inf,inf, QSCTAP3,gurobi,default,0.0864020180015359,False,inf,inf,inf, QSCTAP3,gurobi,high_accuracy,0.0440475170034915,False,inf,inf,inf, QSCTAP3,gurobi,low_accuracy,0.0278585549967829,False,inf,inf,inf, +QSCTAP3,gurobi,mid_accuracy,0.0456101170002511,False,inf,inf,inf, QSCTAP3,highs,default,1000.003933549,False,inf,inf,inf, QSCTAP3,highs,high_accuracy,1000.0035864269884,False,inf,inf,inf, QSCTAP3,highs,low_accuracy,1000.003646378027,False,inf,inf,inf, +QSCTAP3,highs,mid_accuracy,0.2657136799998625,False,inf,inf,inf, QSCTAP3,osqp,default,0.0453482250013621,True,0.0469948326328591,0.0500084827845093,1.0408130338126682,1.154559523310127 QSCTAP3,osqp,high_accuracy,0.4714835500053596,False,inf,inf,inf, QSCTAP3,osqp,low_accuracy,0.2623099039992667,True,0.0005733739113545,0.0001299359558153,0.0359965314463011,0.0358104616823311 +QSCTAP3,osqp,mid_accuracy,0.4844146810000893,False,inf,inf,inf, QSCTAP3,piqp,default,0.0230078759996104,True,1.1102230246251563e-15,2.3244073332762127e-11,2.4073088411569188e-08,1.906133820739342e-05 QSCTAP3,piqp,high_accuracy,0.0213045749987941,True,1.1546319456101628e-14,2.353672812205332e-13,2.417408495603013e-10,1.907420323732368e-05 QSCTAP3,piqp,low_accuracy,0.0207401200004824,True,9.783951426811656e-12,2.324262451391945e-07,0.0002406897037587,0.0001108582905544 +QSCTAP3,piqp,mid_accuracy,0.0228075689992692,True,1.1102230246251563e-15,2.3244073332762127e-11,2.4073088411569188e-08,1.906133820739342e-05 QSCTAP3,proxqp,default,29.352700067000114,True,5.168416694711311e-06,5.625444110535227e-09,1.003053667147924e-05,2.910677812906215e-05 QSCTAP3,proxqp,high_accuracy,32.68660740499763,True,1.48375785959078e-10,1.4415135751733033e-12,3.187352604072657e-10,1.9074652755080024e-05 QSCTAP3,proxqp,low_accuracy,29.231043452004087,True,5.168416694711311e-06,5.625444110535227e-09,1.003053667147924e-05,2.910677812906215e-05 +QSCTAP3,proxqp,mid_accuracy,29.963537321999866,True,2.884054893430295e-07,2.83473911011356e-10,6.635969356239002e-07,1.97379242763418e-05 QSCTAP3,scs,default,0.128771420000703,True,0.0041637914811473,0.0024323058248292,0.0001366040733756,0.00128965422914 QSCTAP3,scs,high_accuracy,0.4326282369947876,True,6.93103326034786e-10,2.4167552687982523e-10,5.852029971720185e-11,1.9073963130722404e-05 QSCTAP3,scs,low_accuracy,0.3300267160011572,True,0.0009836276925926,0.0002166637644123,1.0382403473840895e-05,0.0001295614918035 +QSCTAP3,scs,mid_accuracy,0.8872610839998742,True,1.5817124432220898e-07,1.465816303891643e-07,1.8479084928912932e-08,1.891112037810672e-05 QSEBA,clarabel,default,0.0363625019963365,True,3.502798051613354e-10,4.337591182445746e-06,0.00508713722229,0.6295526921749115 QSEBA,clarabel,high_accuracy,0.0450058520000311,True,1.3644117327690092e-12,3.259629012369876e-09,4.4703483581542975e-08,0.6431723982095718 QSEBA,clarabel,low_accuracy,0.0371603180028614,True,7.582513487938745e-11,1.9169993595464322e-07,0.0007441937923431,0.6422990411520004 +QSEBA,clarabel,mid_accuracy,0.0428207370005111,True,6.235907517244467e-12,5.1255345196153735e-09,5.364418029785156e-07,0.6431716978549957 QSEBA,cvxopt,default,3.2113268739994965,False,inf,inf,inf, QSEBA,cvxopt,high_accuracy,3.2894676819996675,False,inf,inf,inf, QSEBA,cvxopt,low_accuracy,3.0097014530037995,True,2.261302256556519e-12,0.046875,12.680416852235794,6.69469889998436 +QSEBA,cvxopt,mid_accuracy,2.944816544999412,False,inf,inf,inf, QSEBA,gurobi,default,0.0303593150019878,False,inf,inf,inf, QSEBA,gurobi,high_accuracy,0.0131748639978468,False,inf,inf,inf, QSEBA,gurobi,low_accuracy,0.0117174920014804,False,inf,inf,inf, +QSEBA,gurobi,mid_accuracy,0.0320374419989093,False,inf,inf,inf, QSEBA,highs,default,0.1186520240007666,True,1.0231815394945445e-12,0.0007896479999999,31.85198326408863,0.6431723982095718 QSEBA,highs,high_accuracy,0.1167081239982508,True,1.0231815394945445e-12,0.0007896479999999,31.85198326408863,0.6431723982095718 QSEBA,highs,low_accuracy,0.1172771249985089,True,1.0231815394945445e-12,0.0007896479999999,31.85198326408863,0.6431723982095718 +QSEBA,highs,mid_accuracy,0.047367552999276,False,inf,inf,inf, QSEBA,osqp,default,0.1388741800037678,False,inf,inf,inf, QSEBA,osqp,high_accuracy,0.1400161849960568,False,inf,inf,inf, QSEBA,osqp,low_accuracy,0.1427959229986299,False,inf,inf,inf, +QSEBA,osqp,mid_accuracy,0.1458184860002802,False,inf,inf,inf, QSEBA,piqp,default,0.0066762620008375,True,6.443734434924409e-12,1.902104964608465e-06,7.089972496032715e-05,0.6431638300418854 QSEBA,piqp,high_accuracy,0.0077810749990021,True,1.271757628723749e-12,2.561121356358197e-09,0.0,0.6431723535060883 QSEBA,piqp,low_accuracy,0.0075328059992898,True,6.443734434924409e-12,1.902104964608465e-06,7.089972496032715e-05,0.6431638300418854 +QSEBA,piqp,mid_accuracy,0.0098582610007724,True,6.66666721826914e-12,2.562709885231209e-09,5.960464477539065e-08,0.6431722044944763 QSEBA,proxqp,default,1.9852946500031976,True,2.6304517675157533e-08,2.0718289306387305e-08,0.1027030348777771,0.7456157207489014 QSEBA,proxqp,high_accuracy,2.198041699004534,True,5.780442791092355e-11,2.0954757928848267e-09,1.4901161193847656e-08,0.6431723088026047 QSEBA,proxqp,low_accuracy,2.0116131469985703,True,2.3449686636922703e-11,2.561137080192566e-09,9.1552734375e-05,0.6432636827230453 +QSEBA,proxqp,mid_accuracy,2.0786758510002983,True,1.8189894290982504e-12,1.629814505577087e-09,1.4901161193847656e-08,0.6431723833084106 QSEBA,scs,default,5.726124911001534,True,0.2566081506637374,2.8646499149035662,78.85916179418564,47180.93991772831 QSEBA,scs,high_accuracy,6.056265330997121,False,inf,inf,inf, QSEBA,scs,low_accuracy,6.075092254002811,False,inf,inf,inf, +QSEBA,scs,mid_accuracy,15.854301968000073,False,inf,inf,inf, QSHARE1B,clarabel,default,0.0102312279996112,True,2.3441902622333127e-10,0.0023240885549271,2.660788595676422e-06,1.349794383510016 QSHARE1B,clarabel,high_accuracy,0.0144628380003268,True,5.238545572534056e-10,1.140913707946314e-08,2.3283064365386963e-10,0.0018461758736521 QSHARE1B,clarabel,low_accuracy,0.012310862999584,True,2.3441902622333127e-10,0.0023240885549271,2.660788595676422e-06,1.349794383510016 -QSHARE1B,cvxopt,default,0.1541016139963176,True,2.172176986264612e-08,2.843834158142089e-13,0.0086835538968443,0.0021575788268819 -QSHARE1B,cvxopt,high_accuracy,0.1554915419983444,True,2.172176986264612e-08,2.843834158142089e-13,0.0086835538968443,0.0021575788268819 -QSHARE1B,cvxopt,low_accuracy,0.1561417129996698,True,2.172176986264612e-08,2.843834158142089e-13,0.0086835538968443,0.0021575788268819 +QSHARE1B,clarabel,mid_accuracy,0.0121058549993904,True,4.685794352358994e-10,0.0019302766802226,7.129274308681488e-07,0.6132441452937201 +QSHARE1B,cvxopt,default,0.1541016139963176,True,2.172176986264612e-08,2.8438341581420893e-13,0.0086835538968443,0.0021575788268819 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QSHARE1B,osqp,high_accuracy,0.0422487249961704,False,inf,inf,inf, QSHARE1B,osqp,low_accuracy,0.0421150480033247,False,inf,inf,inf, +QSHARE1B,osqp,mid_accuracy,0.0424930999997741,False,inf,inf,inf, QSHARE1B,piqp,default,0.0019993940004496,True,5.351120935248588e-10,2.226334256484381e-06,0.0009375503286719,0.0014826442347839 QSHARE1B,piqp,high_accuracy,0.0022927339996385,True,4.642981530793071e-10,6.78083662932606e-13,0.0,0.0018461785512045 QSHARE1B,piqp,low_accuracy,0.0024674640008015,True,5.351120935248588e-10,2.226334256484381e-06,0.0009375503286719,0.0014826442347839 +QSHARE1B,piqp,mid_accuracy,0.0021372320006776,True,6.527252244020905e-10,5.550475634663599e-10,5.448237061500549e-08,0.0018461783183738 QSHARE1B,proxqp,default,0.1721755170001415,True,1.642207897021398e-06,3.3652121233379573e-07,0.3042236231267452,0.001870650681667 QSHARE1B,proxqp,high_accuracy,0.2291124980038148,True,1.2096279533579946e-10,1.3642420526593924e-12,2.3283064365386963e-10,0.0018461789004504 QSHARE1B,proxqp,low_accuracy,0.1815589710022322,True,2.3737811716273427e-10,9.354836905117736e-10,0.0008456229697912,0.0018461789004504 +QSHARE1B,proxqp,mid_accuracy,0.1955907360006676,True,4.0775329728621416e-10,8.530563408437608e-13,7.713679224252701e-07,0.0018461792496964 QSHARE1B,scs,default,0.6465929799960577,True,21.75988493799946,0.0663995411036307,132.7084131038282,308.7893582448596 QSHARE1B,scs,high_accuracy,1.538704405000317,False,inf,inf,inf, QSHARE1B,scs,low_accuracy,0.9636991229999694,True,3.8445005531680144e-05,2.678591833449317e-06,0.0004222246352583,0.0016376754501834 +QSHARE1B,scs,mid_accuracy,1.146971559001031,True,8.169862462628532e-07,4.224104129687984e-09,7.341150194406509e-07,0.0018581460462883 QSHARE2B,clarabel,default,0.0037379460045485,True,1.0601070243865252e-08,3.961565368483452e-06,9.672017768025398e-06,0.0002401093352091 QSHARE2B,clarabel,high_accuracy,0.0039661980044911,True,1.2505552149377765e-12,4.019159856905983e-10,9.67702362686395e-10,0.0002784795633488 QSHARE2B,clarabel,low_accuracy,0.0038108860026113,True,1.0601070243865252e-08,3.961565368483452e-06,9.672017768025398e-06,0.0002401093352091 +QSHARE2B,clarabel,mid_accuracy,0.0039847249990998,True,1.5006662579253316e-11,5.656355446099624e-09,1.3416865840554236e-08,0.0002784324697131 QSHARE2B,cvxopt,default,0.0430180609982926,False,inf,inf,inf, QSHARE2B,cvxopt,high_accuracy,0.045386467994831,False,inf,inf,inf, QSHARE2B,cvxopt,low_accuracy,0.0452354840017505,False,inf,inf,inf, +QSHARE2B,cvxopt,mid_accuracy,0.0396408730011899,False,inf,inf,inf, QSHARE2B,gurobi,default,0.0300705019981251,True,2.9876900953240693e-10,45984.037294547175,43857.31732992976,0.0002784249936667 QSHARE2B,gurobi,high_accuracy,0.0067213599977549,True,2.9876900953240693e-10,45984.037294547175,43857.31732992976,0.0002784249936667 QSHARE2B,gurobi,low_accuracy,0.0067329600060475,True,2.9876900953240693e-10,45984.037294547175,43857.31732992976,0.0002784249936667 +QSHARE2B,gurobi,mid_accuracy,0.0385991769999236,True,2.9876900953240693e-10,45984.037294547175,43857.31732992976,0.0002784249936667 QSHARE2B,highs,default,1000.014055178006,False,inf,inf,inf, QSHARE2B,highs,high_accuracy,1000.0143213100092,False,inf,inf,inf, QSHARE2B,highs,low_accuracy,1000.0143294940062,False,inf,inf,inf, +QSHARE2B,highs,mid_accuracy,0.0041630249997979,True,1.2922996006636822e-13,6.000000000033756e-06,0.00090643690055,0.0002784836124192 QSHARE2B,osqp,default,0.022323449004034,False,inf,inf,inf, QSHARE2B,osqp,high_accuracy,0.0231738069996936,False,inf,inf,inf, QSHARE2B,osqp,low_accuracy,0.0234222959988983,False,inf,inf,inf, +QSHARE2B,osqp,mid_accuracy,0.0226705149998451,False,inf,inf,inf, QSHARE2B,piqp,default,0.0009550640006636,True,9.947598300641405e-14,6.269100110353754e-07,8.991992217488587e-07,0.0002781636067084 QSHARE2B,piqp,high_accuracy,0.0010208370003965,True,3.410605131648481e-13,6.272857233646789e-11,7.275957614183426e-12,0.0002784836142382 QSHARE2B,piqp,low_accuracy,0.000899508000657,True,8.668621376273222e-13,1.1292140667695794e-05,1.9791237718891352e-05,0.0002466644127707 +QSHARE2B,piqp,mid_accuracy,0.0009376100006193,True,9.947598300641405e-14,6.269100110353754e-07,8.991992217488587e-07,0.0002781636067084 QSHARE2B,proxqp,default,0.0103172390008694,True,5.569762038248882e-06,7.842754712328316e-08,0.0045164137263782,0.0047939320902514 QSHARE2B,proxqp,high_accuracy,0.0133638229963253,True,3.410605131648481e-13,1.4551915228366852e-11,2.9103830456733704e-10,0.000278483987131 QSHARE2B,proxqp,low_accuracy,0.0107115659993723,True,5.583268603004399e-07,1.7462298274040158e-10,0.0004526557895587,0.0007311369554372 +QSHARE2B,proxqp,mid_accuracy,0.0106429900006332,True,1.5018031263025478e-10,1.7195134205394424e-11,1.237131073139608e-07,0.0002786071599985 QSHARE2B,scs,default,0.0802779940058826,True,0.0036166141886724,0.0816802318980101,0.0309307411444024,0.6179057107729022 QSHARE2B,scs,high_accuracy,0.776307360996725,False,inf,inf,inf, QSHARE2B,scs,low_accuracy,0.7702542810002342,False,inf,inf,inf, +QSHARE2B,scs,mid_accuracy,0.8280222119992686,False,inf,inf,inf, QSHELL,clarabel,default,0.3306952460006869,True,2.066924272714653e-09,8.38091028427291e-06,0.8803253173828125,42999.644287109375 QSHELL,clarabel,high_accuracy,0.4154329349985346,False,inf,inf,inf, QSHELL,clarabel,low_accuracy,0.4112468999992416,False,inf,inf,inf, @@ -3576,55 +3778,71 @@ QSHELL,scs,mid_accuracy,51.241279317999215,False,inf,inf,inf, QSHIP04L,clarabel,default,0.0292260109999915,True,5.7571464745524876e-12,1.5183139566943282e-05,0.0017428630962967,0.0394464968703687 QSHIP04L,clarabel,high_accuracy,0.0368509879990597,True,9.827104110357654e-14,3.637978807091713e-12,1.862645149230957e-09,0.0341104343533515 QSHIP04L,clarabel,low_accuracy,0.0304307730038999,True,6.439293542825908e-14,1.5184059520834128e-07,1.742783933877945e-05,0.0341637935489416 +QSHIP04L,clarabel,mid_accuracy,0.031467477998376125,True,8.570921750106208e-14,1.1323209037072957e-10,1.0244548320770264e-08,0.034110468812286854 QSHIP04L,cvxopt,default,0.1309159960001125,False,inf,inf,inf, QSHIP04L,cvxopt,high_accuracy,0.1309701600039261,False,inf,inf,inf, QSHIP04L,cvxopt,low_accuracy,0.1308780569961527,False,inf,inf,inf, +QSHIP04L,cvxopt,mid_accuracy,0.12148719800097751,False,inf,inf,inf, QSHIP04L,gurobi,default,0.0404066850023809,False,inf,inf,inf, QSHIP04L,gurobi,high_accuracy,0.0207800490024965,False,inf,inf,inf, QSHIP04L,gurobi,low_accuracy,0.0403626810002606,False,inf,inf,inf, +QSHIP04L,gurobi,mid_accuracy,0.03912398699685582,False,inf,inf,inf, QSHIP04L,highs,default,0.3945700389958801,True,2.8332891588434e-13,7.972967068781145e-06,0.0022744955494999,0.0341104324907064 QSHIP04L,highs,high_accuracy,0.3946411670040106,True,2.8332891588434e-13,7.972967068781145e-06,0.0022744955494999,0.0341104324907064 QSHIP04L,highs,low_accuracy,0.3929650319987559,True,2.8332891588434e-13,7.972967068781145e-06,0.0022744955494999,0.0341104324907064 +QSHIP04L,highs,mid_accuracy,0.3128261100027885,False,inf,inf,inf, QSHIP04L,osqp,default,0.0109178839993546,True,0.0892559367338047,5.621937034551572,528.1204809090123,145.56799120968208 QSHIP04L,osqp,high_accuracy,0.2399261680038762,False,inf,inf,inf, QSHIP04L,osqp,low_accuracy,0.2316546280053444,False,inf,inf,inf, +QSHIP04L,osqp,mid_accuracy,0.24407468999925186,False,inf,inf,inf, QSHIP04L,piqp,default,0.007587987000079,True,3.204787484941309e-12,3.733406584993206e-07,0.0018155430443584,0.0355816232040524 QSHIP04L,piqp,high_accuracy,0.0091022070009785,True,3.2226256809318123e-14,1.8189894035458565e-12,9.313225746154783e-10,0.0341104329563677 QSHIP04L,piqp,low_accuracy,0.0081195029997616,True,5.595524044110789e-12,3.7378413660530875e-09,1.818174496293068e-05,0.0341251697391271 +QSHIP04L,piqp,mid_accuracy,0.008357588998478604,True,1.3951687027891069e-13,3.945193507997253e-11,1.7276033759117126e-07,0.034110570792108774 QSHIP04L,proxqp,default,32.545949569001095,True,2.685851541173179e-12,1.7607703739486172e-08,1.058913767337799e-06,0.0341093679890036 -QSHIP04L,proxqp,high_accuracy,32.54208753500279,True,5.657437279190777e-13,1.8189894035458565e-12,0.0,0.0341104324907064 +QSHIP04L,proxqp,high_accuracy,32.54208753500279,True,5.65743727919078e-13,1.8189894035458565e-12,0.0,0.0341104324907064 QSHIP04L,proxqp,low_accuracy,32.485456731999875,True,2.685851541173179e-12,1.7607703739486172e-08,1.058913767337799e-06,0.0341093679890036 +QSHIP04L,proxqp,mid_accuracy,34.351605791998736,True,5.657437279190771e-13,1.8189894035458565e-12,0.0,0.034110432490706444 QSHIP04L,scs,default,0.5703028520001681,True,0.0036132218086836,0.0590496152235573,25.108632567338645,65.1778785418719 QSHIP04L,scs,high_accuracy,11.121544169000115,False,inf,inf,inf, QSHIP04L,scs,low_accuracy,3.431383980998362,True,1.1572759818835502e-06,1.6471731214551255e-06,0.0002040262334048,0.0340431123040616 +QSHIP04L,scs,mid_accuracy,11.064256069999828,True,5.3389898961530294e-09,3.1989657145459205e-08,8.33999365568161e-07,0.03410633932799101 QSHIP04S,clarabel,default,0.0200590839958749,True,1.4177612559444667e-11,5.680619324266445e-05,0.006446810439229,0.0094529339112341 QSHIP04S,clarabel,high_accuracy,0.0280176110027241,True,1.9539925233402765e-13,7.275957614183426e-12,4.656612873077393e-10,0.0269953906536102 QSHIP04S,clarabel,low_accuracy,0.0206524280001758,True,1.4101235738296637e-13,5.68062205275055e-07,6.447313353419304e-05,0.0268199606798589 +QSHIP04S,clarabel,mid_accuracy,0.022152015000756364,True,1.455376533847489e-13,1.0322764865122736e-09,1.19674950838089e-07,0.02699507074430585 QSHIP04S,cvxopt,default,0.0727360869932454,False,inf,inf,inf, QSHIP04S,cvxopt,high_accuracy,0.0732672070007538,False,inf,inf,inf, QSHIP04S,cvxopt,low_accuracy,0.0730578200018499,False,inf,inf,inf, +QSHIP04S,cvxopt,mid_accuracy,0.03026864499770454,False,inf,inf,inf, QSHIP04S,gurobi,default,0.0476570870014256,False,inf,inf,inf, QSHIP04S,gurobi,high_accuracy,0.0607870799940428,False,inf,inf,inf, QSHIP04S,gurobi,low_accuracy,0.016332200000761,False,inf,inf,inf, +QSHIP04S,gurobi,mid_accuracy,0.034075216000928776,False,inf,inf,inf, QSHIP04S,highs,default,1.8590432879937,False,inf,inf,inf, QSHIP04S,highs,high_accuracy,1.824568471995008,False,inf,inf,inf, QSHIP04S,highs,low_accuracy,1.8414385889991536,False,inf,inf,inf, +QSHIP04S,highs,mid_accuracy,1.2201303900001221,False,inf,inf,inf, QSHIP04S,osqp,default,0.0088557260023662,True,0.1157555715846667,5.822337777230302,931.5729139535688,1595.469121451024 QSHIP04S,osqp,high_accuracy,0.1757994340005098,False,inf,inf,inf, QSHIP04S,osqp,low_accuracy,0.1201578160034841,True,0.0002647843906638,0.0006127037779037,1.1384882479906082,1.1870518634095788 +QSHIP04S,osqp,mid_accuracy,0.17112128300141194,False,inf,inf,inf, QSHIP04S,piqp,default,0.0055248429998755,True,5.033084104401822e-13,5.1577994280784e-08,0.000206334516406,0.0268448642455041 QSHIP04S,piqp,high_accuracy,0.0066826430011133,True,2.1844662550581608e-14,7.275957614183426e-12,4.656612873077393e-10,0.0269953897222876 QSHIP04S,piqp,low_accuracy,0.0056557010011601,True,5.033084104401822e-13,5.1577994280784e-08,0.000206334516406,0.0268448642455041 +QSHIP04S,piqp,mid_accuracy,0.00612906800233759,True,3.1530333899354446e-14,7.275957614183426e-12,1.5832483768463135e-08,0.02699538040906191 QSHIP04S,proxqp,default,8.988627621998603,True,1.74447727374627e-08,2.268587877551909e-07,0.003203997388482,0.0301972078159451 QSHIP04S,proxqp,high_accuracy,9.025566092997906,True,4.1744385725905886e-14,3.637978807091713e-12,0.0,0.0269953901879489 QSHIP04S,proxqp,low_accuracy,9.020510731003014,True,3.5093881183467584e-11,1.0913936421275139e-11,8.265487849712372e-07,0.02699621533975 +QSHIP04S,proxqp,mid_accuracy,9.404565745000582,True,3.5093881183467584e-11,1.0913936421275139e-11,8.265487849712372e-07,0.02699621533975005 QSHIP04S,scs,default,0.1594656079978449,True,0.0088426861369586,0.2191899345025376,23.16780024720356,68.79948312742636 QSHIP04S,scs,high_accuracy,8.121094622998498,False,inf,inf,inf, QSHIP04S,scs,low_accuracy,0.2493834489941946,True,1.479605900023273e-07,5.820128762934473e-06,0.0006965338252484,0.0271057141944766 +QSHIP04S,scs,mid_accuracy,0.6360329800008913,True,1.0122835902848237e-10,9.633367881178856e-09,1.2945383787155151e-07,0.02699418645352125 QSHIP08L,clarabel,default,0.3376873080014775,True,2.472752885811724e-12,1.0949076083210188e-05,0.0040250676684081,0.0225062356330454 QSHIP08L,clarabel,high_accuracy,0.5049563950014999,True,1.1410317135585046e-13,1.8189894035458565e-11,9.313225746154783e-10,0.0165791646577417 QSHIP08L,clarabel,low_accuracy,0.3449081100006879,True,1.0821789666764902e-12,1.086639882759483e-07,7.420871406793594e-05,0.0166677865199744 -QSHIP08L,clarabel,mid_accuracy,0.3589213169980212,True,2.2698509738461325e-13,5.899041810586423e-10,9.685754776000977e-08,0.0165792773477733 +QSHIP08L,clarabel,mid_accuracy,0.3589213169980212,True,2.2698509738461325e-13,5.899041810586422e-10,9.685754776000977e-08,0.0165792773477733 QSHIP08L,cvxopt,default,0.2052040060007129,False,inf,inf,inf, QSHIP08L,cvxopt,high_accuracy,0.2089573619996372,False,inf,inf,inf, QSHIP08L,cvxopt,low_accuracy,0.2050964379996003,False,inf,inf,inf, @@ -3644,7 +3862,7 @@ QSHIP08L,osqp,mid_accuracy,1.761264750995906,False,inf,inf,inf, QSHIP08L,piqp,default,0.2095939660011936,True,6.296496657398619e-11,1.62033297390618e-07,3.7830322980880737e-06,0.0165821705013513 QSHIP08L,piqp,high_accuracy,0.2531710029998066,True,6.417089082333406e-14,4.547478975542137e-12,4.656612873077393e-10,0.0165791637264192 QSHIP08L,piqp,low_accuracy,0.199213989000782,True,5.169457238627711e-11,1.6050491371960574e-05,0.0001028603874146,0.0166049702093005 -QSHIP08L,piqp,mid_accuracy,0.2196846380029455,True,1.0830540830732156e-11,1.6204224351223924e-09,2.3189932107925415e-07,0.0165793886408209 +QSHIP08L,piqp,mid_accuracy,0.2196846380029455,True,1.0830540830732156e-11,1.620422435122392e-09,2.3189932107925415e-07,0.0165793886408209 QSHIP08L,proxqp,default,0.0,False,inf,inf,inf, QSHIP08L,proxqp,high_accuracy,0.0,False,inf,inf,inf, QSHIP08L,proxqp,low_accuracy,0.0,False,inf,inf,inf, @@ -3656,51 +3874,67 @@ QSHIP08L,scs,mid_accuracy,22.886211639000976,True,3.859716185550255e-09,1.089313 QSHIP08S,clarabel,default,0.0809057079968624,True,3.739729936441857e-12,1.0451517208151763e-05,0.0085356193594634,0.0400180439464747 QSHIP08S,clarabel,high_accuracy,0.1207190300046932,True,8.790745908981989e-13,6.282119947146768e-11,2.3283064365386963e-09,0.0486094318330287 QSHIP08S,clarabel,low_accuracy,0.0832614850005484,True,9.384095941860039e-12,1.1942256554953653e-07,0.0007279175333678,0.0480168536305427 +QSHIP08S,clarabel,mid_accuracy,0.0913103279999631,True,1.5868479879127909e-12,5.636009575704648e-10,9.778887033462524e-09,0.048609425779432 QSHIP08S,cvxopt,default,0.1099505870006396,False,inf,inf,inf, QSHIP08S,cvxopt,high_accuracy,0.1107657499960623,False,inf,inf,inf, QSHIP08S,cvxopt,low_accuracy,0.1108779849964776,False,inf,inf,inf, +QSHIP08S,cvxopt,mid_accuracy,0.0532876130000659,False,inf,inf,inf, QSHIP08S,gurobi,default,0.0448690989942406,False,inf,inf,inf, QSHIP08S,gurobi,high_accuracy,0.0473184649963513,False,inf,inf,inf, QSHIP08S,gurobi,low_accuracy,0.0248720499948831,False,inf,inf,inf, +QSHIP08S,gurobi,mid_accuracy,0.0494802499997604,False,inf,inf,inf, QSHIP08S,highs,default,0.1944022940006107,True,7.105427357601003e-14,3.986440788139589e-06,0.00122199812904,0.0486094336956739 QSHIP08S,highs,high_accuracy,0.1957451170019339,True,7.105427357601003e-14,3.986440788139589e-06,0.00122199812904,0.0486094336956739 QSHIP08S,highs,low_accuracy,0.1977034000010462,True,7.105427357601003e-14,3.986440788139589e-06,0.00122199812904,0.0486094336956739 +QSHIP08S,highs,mid_accuracy,0.1055075140002372,False,inf,inf,inf, QSHIP08S,osqp,default,0.0230929240060504,True,0.0871146191915676,3.693836361882788,2210.2792063164525,2600.5417815595865 QSHIP08S,osqp,high_accuracy,0.5667580520021147,False,inf,inf,inf, QSHIP08S,osqp,low_accuracy,0.5010293669984094,True,0.0002409645600706,0.0009680178475265,1.250104577280581,1.3118591709062457 +QSHIP08S,osqp,mid_accuracy,0.5716730100002678,False,inf,inf,inf, QSHIP08S,piqp,default,0.0406129300008615,True,2.461897352645792e-09,1.1991014890874842e-06,8.142087608575821e-06,0.0486130784265697 QSHIP08S,piqp,high_accuracy,0.0461508980006328,True,9.326194471132334e-15,5.456968240386695e-12,0.0,0.0486094341613352 QSHIP08S,piqp,low_accuracy,0.0312533510004868,True,2.7657121037805155e-10,0.0001849878159431,0.0007168804295361,0.0480642872862517 +QSHIP08S,piqp,mid_accuracy,0.0432780710007136,True,2.4641622076160274e-11,1.2005330338126564e-08,1.1734664440155029e-07,0.0486095058731734 QSHIP08S,proxqp,default,34.00639832500019,True,5.82464439612823e-10,2.518788733141269e-09,2.264278009533882e-05,0.0486320783384144 QSHIP08S,proxqp,high_accuracy,34.21292159300356,True,3.3750779948604765e-14,3.637978807091713e-12,0.0,0.0486094341613352 QSHIP08S,proxqp,low_accuracy,34.281519105999905,True,5.82464439612823e-10,2.518788733141269e-09,2.264278009533882e-05,0.0486320783384144 +QSHIP08S,proxqp,mid_accuracy,36.0691691560005,True,1.8326195050447767e-12,5.4569682106375694e-12,6.798654794692993e-08,0.0486095021478831 QSHIP08S,scs,default,0.4596399790025316,True,0.0088045009049886,0.1218562610384879,20.03562336275354,9.583293483126909 QSHIP08S,scs,high_accuracy,20.035087760996248,False,inf,inf,inf, QSHIP08S,scs,low_accuracy,2.5333460359979654,True,1.8015031739084725e-07,7.1558460774667765e-06,0.0001757931895554,0.0478444825857877 +QSHIP08S,scs,mid_accuracy,6.404003103999457,True,2.1349300105555358e-10,5.781657819170505e-09,5.355104804039001e-07,0.0486095086671412 QSHIP12L,clarabel,default,0.5256592020014068,True,6.471841879232864e-11,1.4863230546256764e-05,0.0054142093285918,0.0109785846434533 -QSHIP12L,clarabel,high_accuracy,0.7506183090008562,True,1.8485582106448477e-13,3.547029076739774e-11,2.7939677238464355e-09,0.022819654084742 -QSHIP12L,clarabel,low_accuracy,0.5452796780009521,True,7.305036117344757e-13,1.8353102909329253e-07,0.0001449333503842,0.0226231473498046 +QSHIP12L,clarabel,high_accuracy,0.7506183090008562,True,1.8485582106448482e-13,3.547029076739774e-11,2.7939677238464355e-09,0.022819654084742 +QSHIP12L,clarabel,low_accuracy,0.5452796780009521,True,7.30503611734476e-13,1.8353102909329253e-07,0.0001449333503842,0.0226231473498046 +QSHIP12L,clarabel,mid_accuracy,0.5647250729998632,True,6.6926637842801284e-12,6.283670472839731e-09,5.122274160385132e-07,0.022819056641310453 QSHIP12L,cvxopt,default,0.2438454029979766,False,inf,inf,inf, QSHIP12L,cvxopt,high_accuracy,0.2830646479997085,False,inf,inf,inf, QSHIP12L,cvxopt,low_accuracy,0.2843092920011258,False,inf,inf,inf, +QSHIP12L,cvxopt,mid_accuracy,0.2826193309992959,False,inf,inf,inf, QSHIP12L,gurobi,default,0.0725009390007471,False,inf,inf,inf, QSHIP12L,gurobi,high_accuracy,0.0524170760036213,False,inf,inf,inf, QSHIP12L,gurobi,low_accuracy,0.0805948220004211,False,inf,inf,inf, +QSHIP12L,gurobi,mid_accuracy,0.07250813499922515,False,inf,inf,inf, QSHIP12L,highs,default,1000.0227842369932,False,inf,inf,inf, QSHIP12L,highs,high_accuracy,1000.0225945940184,False,inf,inf,inf, QSHIP12L,highs,low_accuracy,1000.023099123995,False,inf,inf,inf, +QSHIP12L,highs,mid_accuracy,0.6771314859979611,False,inf,inf,inf, QSHIP12L,osqp,default,0.7929266010032734,True,0.0871269419548168,5.550890317608719,18618.06260952353,13165.376248763874 QSHIP12L,osqp,high_accuracy,2.9565709679955035,False,inf,inf,inf, QSHIP12L,osqp,low_accuracy,2.4820920069978456,True,3.105253084009047e-05,0.0009268750277584,0.2269401457160711,0.2357265818864107 +QSHIP12L,osqp,mid_accuracy,3.258258180001576,False,inf,inf,inf, QSHIP12L,piqp,default,0.3464117309995345,True,6.825473519711521e-11,1.5245758384143285e-06,9.810831397771835e-05,0.022730843629688 QSHIP12L,piqp,high_accuracy,0.4185973620005825,True,8.393286066166183e-14,5.820766091346741e-11,1.862645149230957e-09,0.0228196531534194 QSHIP12L,piqp,low_accuracy,0.3461660039993148,True,6.825473519711521e-11,1.5245758384143285e-06,9.810831397771835e-05,0.022730843629688 +QSHIP12L,piqp,mid_accuracy,0.3774195369987865,True,6.649307735818081e-14,1.5253334459970673e-10,4.0046870708465576e-08,0.022819613572210073 QSHIP12L,proxqp,default,0.0,False,inf,inf,inf, QSHIP12L,proxqp,high_accuracy,0.0,False,inf,inf,inf, QSHIP12L,proxqp,low_accuracy,0.0,False,inf,inf,inf, +QSHIP12L,proxqp,mid_accuracy,0.0,False,inf,inf,inf, QSHIP12L,scs,default,2.8612104570056545,True,0.009113854101335,0.3977515171427512,57.317448534071445,95.43532668426631 QSHIP12L,scs,high_accuracy,96.57232296599976,False,inf,inf,inf, QSHIP12L,scs,low_accuracy,7.154152023998904,True,2.33700255224123e-07,3.891087402507765e-06,0.0007765917107462,0.0249144560657441 +QSHIP12L,scs,mid_accuracy,16.498131172000285,True,4.444361249283561e-10,5.269612302072346e-09,1.862645149230957e-07,0.022820970509201288 QSHIP12S,clarabel,default,0.0891530030003195,True,2.8370425305384223e-11,6.614344990244744e-06,0.0028406949713826,0.0456405295990407 QSHIP12S,clarabel,high_accuracy,0.1378870789994835,True,2.6064302538809853e-13,1.0913936421275139e-11,9.313225746154783e-10,0.0507217049598693 QSHIP12S,clarabel,low_accuracy,0.0918935150002653,True,2.7735537099165405e-13,6.640392774499585e-08,6.54393807053566e-05,0.0506512410938739 @@ -3826,7 +4060,7 @@ QSTANDAT,proxqp,high_accuracy,4.0509044470018125,True,1.59043104818881e-12,4.547 QSTANDAT,proxqp,low_accuracy,3.635350943000958,True,3.957651486530267e-07,3.207781684722022e-08,0.0007472895886166,0.00072633866057 QSTANDAT,proxqp,mid_accuracy,4.191296241995588,True,7.785239120039478e-11,1.1387157883291366e-10,1.2610689736902714e-07,1.1243680091865826e-05 QSTANDAT,scs,default,0.1297185979965434,True,0.035893912967202,0.006890510563279,0.1663071945985653,4.935997492883871 -QSTANDAT,scs,high_accuracy,0.537290143998689,True,3.672848009141981e-10,6.932614482479942e-10,8.585780707273712e-10,1.1122059731860643e-05 +QSTANDAT,scs,high_accuracy,0.537290143998689,True,3.672848009141981e-10,6.93261448247994e-10,8.585780707273712e-10,1.1122059731860643e-05 QSTANDAT,scs,low_accuracy,0.1775248029989597,True,0.0001490796052543,1.942256301441824e-05,9.739008947455683e-05,0.0062438966542686 QSTANDAT,scs,mid_accuracy,0.5113240860009682,True,1.0243734749337818e-07,1.1597752368559257e-07,5.418423886909549e-07,1.9040632651012857e-05 S268,clarabel,default,0.0021430330016301,True,0.0,1.050218257996581e-08,2.9168012319820063e-05,8.67746906311786e-06 @@ -3896,19 +4130,19 @@ STADAT1,scs,mid_accuracy,57.01963544399951,False,inf,inf,inf, STADAT2,clarabel,default,0.10432008200587,True,8.06721800472587e-10,2.3756829836685256e-12,8.999709422141677e-09,1.1166485336389088e-07 STADAT2,clarabel,high_accuracy,0.1047092059961869,True,9.913492249324918e-11,4.1744385725905886e-14,1.0049339138618052e-10,1.2715301522803202e-07 STADAT2,clarabel,low_accuracy,0.1097046420036349,True,7.879373242758447e-08,2.2089256812574118e-10,8.365696473333628e-07,1.381348809559313e-06 -STADAT2,clarabel,mid_accuracy,0.10180614000000787,True,1.561829776619561e-09,4.361039307454462e-12,1.6335104824349855e-08,9.770543130116494e-08 +STADAT2,clarabel,mid_accuracy,0.1018061400000078,True,1.561829776619561e-09,4.361039307454462e-12,1.6335104824349855e-08,9.770543130116496e-08 STADAT2,cvxopt,default,0.0739284829978714,False,inf,inf,inf, STADAT2,cvxopt,high_accuracy,0.0751335829991148,False,inf,inf,inf, STADAT2,cvxopt,low_accuracy,0.1082539580020238,False,inf,inf,inf, -STADAT2,cvxopt,mid_accuracy,0.03773617199999535,False,inf,inf,inf, +STADAT2,cvxopt,mid_accuracy,0.0377361719999953,False,inf,inf,inf, STADAT2,gurobi,default,0.0702721769994241,False,inf,inf,inf, STADAT2,gurobi,high_accuracy,0.0353749720015912,False,inf,inf,inf, STADAT2,gurobi,low_accuracy,0.0621725150049314,False,inf,inf,inf, -STADAT2,gurobi,mid_accuracy,0.05383117099995616,False,inf,inf,inf, +STADAT2,gurobi,mid_accuracy,0.0538311709999561,False,inf,inf,inf, STADAT2,highs,default,18.40581461900001,True,2.9103830456733704e-11,1.4142330225126731e-06,0.0060066160678884,4.214791218259961e-07 STADAT2,highs,high_accuracy,18.5446942080016,True,2.9103830456733704e-11,1.4142330225126731e-06,0.0060066160678884,4.214791218259961e-07 STADAT2,highs,low_accuracy,18.45402499999909,True,2.9103830456733704e-11,1.4142330225126731e-06,0.0060066160678884,4.214791218259961e-07 -STADAT2,highs,mid_accuracy,18.341302702999997,False,inf,inf,inf, +STADAT2,highs,mid_accuracy,18.341302703,False,inf,inf,inf, STADAT2,osqp,default,0.4676046340027824,False,inf,inf,inf, STADAT2,osqp,high_accuracy,0.4689715130007243,False,inf,inf,inf, STADAT2,osqp,low_accuracy,0.4705427389999386,False,inf,inf,inf, @@ -3916,7 +4150,7 @@ STADAT2,osqp,mid_accuracy,0.4825291589999665,False,inf,inf,inf, STADAT2,piqp,default,0.0100985400003992,True,0.0,6.836200876214614e-11,1.9370540726981744e-08,1.323434872801954e-07 STADAT2,piqp,high_accuracy,0.0136797209997894,True,5.4569682106375694e-12,1.7216290892907438e-11,6.79559519767281e-10,1.2745041999551177e-07 STADAT2,piqp,low_accuracy,0.0084662849985761,True,0.0,1.5436192001665183e-05,4.367176321817823e-05,0.0077618877036726 -STADAT2,piqp,mid_accuracy,0.011719745999982933,True,0.0,6.836200876214615e-11,1.9370540726981744e-08,1.323434872801954e-07 +STADAT2,piqp,mid_accuracy,0.0117197459999829,True,0.0,6.836200876214614e-11,1.9370540726981744e-08,1.323434872801954e-07 STADAT2,proxqp,default,0.0,False,inf,inf,inf, STADAT2,proxqp,high_accuracy,0.0,False,inf,inf,inf, STADAT2,proxqp,low_accuracy,0.0,False,inf,inf,inf, @@ -3976,7 +4210,7 @@ STCQP1,highs,mid_accuracy,124.1356802070004,True,0.0,0.0173787501939295,0.124280 STCQP1,osqp,default,0.0329934349974792,True,0.009941433454518,0.0015714182663537,13.750725818607547,13.798962548491543 STCQP1,osqp,high_accuracy,0.0803099959994142,True,1.3322676295501878e-13,1.3505996321327984e-10,9.995630989578783e-10,0.0052960430621169 STCQP1,osqp,low_accuracy,0.0462297999984002,True,5.91620974432771e-10,6.254566075075244e-08,2.0517018128884962e-07,0.0052958453889004 -STCQP1,osqp,mid_accuracy,0.053328435998992,True,5.916209744327714e-10,6.254566075075244e-08,2.0517018128884962e-07,0.0052958453889004 +STCQP1,osqp,mid_accuracy,0.053328435998992,True,5.91620974432771e-10,6.254566075075244e-08,2.0517018128884962e-07,0.0052958453889004 STCQP1,piqp,default,0.0771128680007677,True,7.105427357601002e-15,1.2998268683617198e-08,3.2653985897468374e-06,0.0052939286688342 STCQP1,piqp,high_accuracy,0.0916560609985026,True,7.105427357601002e-15,1.3018475186754586e-12,2.7921487344428897e-10,0.0052960427128709 STCQP1,piqp,low_accuracy,0.0703823470012139,True,1.021405182655144e-14,1.29982599705869e-06,0.0001446731578482,0.0052127243543509 @@ -4020,7 +4254,7 @@ STCQP2,proxqp,mid_accuracy,0.4894255010003689,True,5.008917280946434e-09,5.48727 STCQP2,scs,default,0.972353805998864,True,0.0025980728526628,0.0115907015114566,0.1742155088330669,2.3033952663354285 STCQP2,scs,high_accuracy,62.86141795800359,False,inf,inf,inf, STCQP2,scs,low_accuracy,1.0391274530011287,True,2.8339148886669108e-05,0.0003541619081242,0.0003423588630769,0.0021650854068866 -STCQP2,scs,mid_accuracy,2.640392890003568,True,6.921463402420611e-10,3.716042208390391e-07,6.602954751429343e-07,0.0002718227442528 +STCQP2,scs,mid_accuracy,2.640392890003568,True,6.92146340242061e-10,3.716042208390391e-07,6.602954751429343e-07,0.0002718227442528 TAME,clarabel,default,0.001367062999634,True,2.220446049250313e-16,4.709617519125539e-10,8.167814506956089e-11,0.0 TAME,clarabel,high_accuracy,0.0013293730007717,True,2.220446049250313e-16,4.709617519125539e-10,8.167814506956089e-11,0.0 TAME,clarabel,low_accuracy,0.0013144549993739,True,0.0,4.7096206728772e-06,8.167819976169928e-07,0.0 @@ -4041,14 +4275,14 @@ TAME,osqp,default,0.0011001319981005,True,0.0002452391379423,0.0003065735798684, TAME,osqp,high_accuracy,0.0011356569993949,True,1.1819434320159417e-12,2.371523658978944e-16,2.371523658978944e-16,0.0 TAME,osqp,low_accuracy,0.0011157300032209,True,0.0002452391379423,0.0003065735798684,0.0003065735798681,2.465190328815662e-32 TAME,osqp,mid_accuracy,0.001864325000497,True,1.2730148934991805e-08,3.0343672183379824e-11,3.03434501387749e-11,1.232595164407831e-32 -TAME,piqp,default,0.0004238269993948,True,1.7741363933510014e-13,1.7473709797742278e-10,8.141107262245274e-10,0.0 -TAME,piqp,high_accuracy,0.0004253269999026,True,1.7741363933510014e-13,1.7473709797742278e-10,8.141107262245274e-10,0.0 +TAME,piqp,default,0.0004238269993948,True,1.7741363933510017e-13,1.7473709797742278e-10,8.141107262245272e-10,0.0 +TAME,piqp,high_accuracy,0.0004253269999026,True,1.7741363933510017e-13,1.7473709797742278e-10,8.141107262245272e-10,0.0 TAME,piqp,low_accuracy,0.0004393469989736,True,1.809054284152012e-07,0.0001747371305145,0.0008138154119172,1.232595164407831e-32 TAME,piqp,mid_accuracy,0.0005788479975308,True,1.773203806010315e-11,1.7473713017169364e-08,8.140128076464074e-08,0.0 TAME,proxqp,default,0.0002598459977889,True,5.013556236832525e-10,9.999999994851757e-07,9.999999994851757e-07,0.0 TAME,proxqp,high_accuracy,0.0002935550000984,True,5.013556236832525e-10,9.959491986335264e-16,9.959491986335264e-16,0.0 TAME,proxqp,low_accuracy,0.0003052619977097,True,5.013556236832525e-10,9.999999994851757e-07,9.999999994851757e-07,0.0 -TAME,proxqp,mid_accuracy,0.0002795839973259,True,5.013556236832526e-10,9.999999994851757e-07,9.999999994851757e-07,0.0 +TAME,proxqp,mid_accuracy,0.0002795839973259,True,5.013556236832525e-10,9.999999994851757e-07,9.999999994851757e-07,0.0 TAME,scs,default,0.0012161140002717,True,1.3439126256287182e-08,1.0084672293401677e-07,1.0084672272571889e-07,1.232595164407831e-32 TAME,scs,high_accuracy,0.0012766519976139,True,8.881784197001252e-16,2.7777060682840404e-15,2.7639593237321524e-15,0.0 TAME,scs,low_accuracy,0.0012873300001956,True,1.3439126256287182e-08,1.0084672293401677e-07,1.0084672272571889e-07,1.232595164407831e-32 @@ -4105,8 +4339,8 @@ VALUES,osqp,default,0.0025071909985854,True,1.9339744242912248e-15,0.00186318662 VALUES,osqp,high_accuracy,0.0290568839991465,True,1.365052363296953e-10,8.87260260351218e-10,2.3876589621456616e-10,4.506208450827388e-08 VALUES,osqp,low_accuracy,0.0033285970002907,True,3.046027357719806e-16,0.0008500812765314,0.0004274330770637,0.0004542795930897 VALUES,osqp,mid_accuracy,0.0181752879980194,True,1.480893729521429e-07,9.625565320022626e-07,2.626462674018494e-07,4.204667802820694e-07 -VALUES,piqp,default,0.0021886320009798,True,4.6157386132659575e-16,5.887479184729644e-10,1.715472208729807e-11,4.469849090860124e-08 -VALUES,piqp,high_accuracy,0.0024775109995971,True,4.6157386132659575e-16,5.887479184729644e-10,1.715472208729807e-11,4.469849090860124e-08 +VALUES,piqp,default,0.0021886320009798,True,4.6157386132659575e-16,5.88747918472964e-10,1.715472208729807e-11,4.469849090860124e-08 +VALUES,piqp,high_accuracy,0.0024775109995971,True,4.6157386132659575e-16,5.88747918472964e-10,1.715472208729807e-11,4.469849090860124e-08 VALUES,piqp,low_accuracy,0.0018760969996947,True,1.0227279093055765e-15,0.0008198410016035,0.0006378297183173,0.0005562031488461 VALUES,piqp,mid_accuracy,0.0021590620017377,True,4.1478388738150254e-16,5.887479147259622e-08,1.715957154146963e-09,4.3157467155552354e-08 VALUES,proxqp,default,0.0359135689996037,True,5.786692285240422e-06,3.991565942616101e-07,0.0014524912675958,0.0001193234717442 diff --git a/maros_meszaros/results/maros_meszaros.md b/maros_meszaros/results/maros_meszaros.md index b24c180..60f5d52 100644 --- a/maros_meszaros/results/maros_meszaros.md +++ b/maros_meszaros/results/maros_meszaros.md @@ -2,7 +2,7 @@ | Benchmark version | 1.2.0 | |:------------------|:--------------------| -| Date | 2023-11-23 20:32:11.976859+00:00 | +| Date | 2023-11-25 15:03:11.482288+00:00 | | CPU | [Intel(R) Core(TM) i7-6500U CPU @ 2.50GHz](#cpu-info) | | Run by | [@stephane-caron](https://github.com/stephane-caron/) | @@ -58,7 +58,7 @@ All solvers were called via [qpsolvers](https://github.com/qpsolvers/qpsolvers) | `cpuinfo_version_string` | 9.0.0 | | `family` | 6 | | `flags` | `3dnowprefetch`, `abm`, `acpi`, `adx`, `aes`, `aperfmperf`, `apic`, `arat`, `arch_capabilities`, `arch_perfmon`, `art`, `avx`, `avx2`, `bmi1`, `bmi2`, `bts`, `clflush`, `clflushopt`, `cmov`, `constant_tsc`, `cpuid`, `cpuid_fault`, `cx16`, `cx8`, `de`, `ds_cpl`, `dtes64`, `dtherm`, `dts`, `epb`, `ept`, `ept_ad`, `erms`, `est`, `f16c`, `flexpriority`, `flush_l1d`, `fma`, `fpu`, `fsgsbase`, `fxsr`, `ht`, `hwp`, `hwp_act_window`, `hwp_epp`, `hwp_notify`, `ibpb`, `ibrs`, `ida`, `intel_pt`, `invpcid`, `invpcid_single`, `lahf_lm`, `lm`, `mca`, `mce`, `md_clear`, `mmx`, `monitor`, `movbe`, `mpx`, `msr`, `mtrr`, `nonstop_tsc`, `nopl`, `nx`, `osxsave`, `pae`, `pat`, `pbe`, `pcid`, `pclmulqdq`, `pdcm`, `pdpe1gb`, `pebs`, `pge`, `pln`, `pni`, `popcnt`, `pse`, `pse36`, `pti`, `pts`, `rdrand`, `rdrnd`, `rdseed`, `rdtscp`, `rep_good`, `sdbg`, `sep`, `sgx`, `smap`, `smep`, `ss`, `ssbd`, `sse`, `sse2`, `sse4_1`, `sse4_2`, `ssse3`, `stibp`, `syscall`, `tm`, `tm2`, `tpr_shadow`, `tsc`, `tsc_adjust`, `tsc_deadline_timer`, `tscdeadline`, `vme`, `vmx`, `vnmi`, `vpid`, `x2apic`, `xgetbv1`, `xsave`, `xsavec`, `xsaveopt`, `xsaves`, `xtopology`, `xtpr` | -| `hz_actual_friendly` | 3.0041 GHz | +| `hz_actual_friendly` | 2.6000 GHz | | `hz_advertised_friendly` | 2.5000 GHz | | `l1_data_cache_size` | 65536 | | `l1_instruction_cache_size` | 65536 | @@ -173,14 +173,14 @@ Solvers are compared over the whole test set by [shifted geometric mean](https:/ | | [Success rate](#success-rate) (%) | [Runtime](#computation-time) (shm) | [Primal residual](#primal-residual) (shm) | [Dual residual](#dual-residual) (shm) | [Duality gap](#duality-gap) (shm) | [Cost error](#cost-error) (shm) | |:---------|------------------------------------:|-------------------------------------:|--------------------------------------------:|----------------------------------------:|------------------------------------:|----------------------------------:| -| clarabel | 89.6 | 1.6 | 1.5 | 1.1 | 54.8 | 1.7 | -| cvxopt | 22.9 | 18.2 | 6.8 | 67.9 | 7187946.2 | 7.3 | -| gurobi | 14.6 | 143.4 | 17.3 | 112397299.2 | 28207653.7 | 52.9 | -| highs | 14.6 | 41.4 | 100.3 | 7647462.1 | 1739900.5 | 13.9 | -| osqp | 29.2 | 38.2 | 14.0 | 8.7 | 56031.3 | 14.0 | -| piqp | 93.8 | 1.0 | 1.0 | 1.0 | 25.4 | 1.0 | -| proxqp | 83.3 | 8.6 | 3.9 | 2.1 | 20.6 | 2.7 | -| scs | 64.6 | 20.4 | 9.7 | 6.1 | 1.0 | 7.1 | +| clarabel | 86.2 | 1.8 | 10229.0 | 1774899.6 | 19.6 | 1.5 | +| cvxopt | 23.2 | 18.8 | 5744.4 | 25.8 | 2879762.0 | 9.7 | +| gurobi | 13.8 | 90.6 | 14.3 | 36952900.6 | 12251728.7 | 55.5 | +| highs | 13.8 | 22.0 | 34.1 | 15506753.1 | 2515033.6 | 12.3 | +| osqp | 24.6 | 42.5 | 12.5 | 6.1 | 26681.1 | 25.6 | +| piqp | 90.6 | 1.0 | 1.0 | 1.0 | 9.6 | 1.0 | +| proxqp | 76.1 | 9.2 | 4.9 | 2.0 | 16.0 | 4.0 | +| scs | 60.1 | 18.3 | 9.3 | 4.1 | 1.0 | 9.6 | ## Results by metric @@ -190,14 +190,14 @@ Precentage of problems each solver is able to solve: | | default | high_accuracy | low_accuracy | mid_accuracy | |:---------|----------:|----------------:|---------------:|---------------:| -| clarabel | 90 | 62 | 91 | 90 | +| clarabel | 90 | 62 | 91 | 86 | | cvxopt | 54 | 6 | 43 | 23 | -| gurobi | 17 | 5 | 17 | 15 | -| highs | 54 | 0 | 38 | 15 | -| osqp | 41 | 26 | 21 | 29 | -| piqp | 94 | 67 | 95 | 94 | -| proxqp | 78 | 59 | 78 | 83 | -| scs | 60 | 43 | 71 | 65 | +| gurobi | 17 | 5 | 17 | 14 | +| highs | 54 | 0 | 38 | 14 | +| osqp | 41 | 26 | 21 | 25 | +| piqp | 94 | 67 | 95 | 91 | +| proxqp | 78 | 59 | 78 | 76 | +| scs | 60 | 43 | 71 | 60 | Rows are [solvers](#solvers) and columns are [settings](#settings). We consider that a solver successfully solved a problem when (1) it returned with a success status and (2) its solution satisfies optimality conditions within [tolerance](#settings). The second table below summarizes the frequency at which solvers return success (1) and the corresponding solution did indeed pass tolerance checks. @@ -205,14 +205,14 @@ Percentage of problems where "solved" return codes are correct: | | default | high_accuracy | low_accuracy | mid_accuracy | |:---------|----------:|----------------:|---------------:|---------------:| -| clarabel | 97 | 80 | 95 | 96 | -| cvxopt | 91 | 49 | 78 | 52 | -| gurobi | 91 | 79 | 91 | 90 | -| highs | 91 | 38 | 75 | 62 | -| osqp | 55 | 89 | 61 | 77 | -| piqp | 96 | 91 | 96 | 98 | +| clarabel | 97 | 80 | 95 | 94 | +| cvxopt | 91 | 49 | 78 | 59 | +| gurobi | 91 | 79 | 91 | 88 | +| highs | 91 | 38 | 75 | 56 | +| osqp | 55 | 89 | 61 | 83 | +| piqp | 96 | 91 | 96 | 96 | | proxqp | 92 | 88 | 95 | 98 | -| scs | 72 | 97 | 95 | 100 | +| scs | 72 | 97 | 95 | 99 | ### Computation time @@ -222,14 +222,14 @@ Shifted geometric mean of solver computation times (1.0 is the best): | | default | high_accuracy | low_accuracy | mid_accuracy | |:---------|----------:|----------------:|---------------:|---------------:| -| clarabel | 4.2 | 1.0 | 2.3 | 1.6 | -| cvxopt | 57.1 | 5.8 | 49.6 | 18.2 | -| gurobi | 239.8 | 19.2 | 242.4 | 143.4 | -| highs | 46.7 | 3.7 | 47.2 | 41.4 | -| osqp | 7.6 | 11.5 | 44.8 | 38.2 | +| clarabel | 4.2 | 1.0 | 2.3 | 1.8 | +| cvxopt | 57.1 | 5.8 | 49.6 | 18.8 | +| gurobi | 239.8 | 19.2 | 242.4 | 90.6 | +| highs | 46.7 | 3.7 | 47.2 | 22.0 | +| osqp | 7.6 | 11.5 | 44.8 | 42.5 | | piqp | 1.0 | 1.3 | 1.0 | 1.0 | -| proxqp | 19.1 | 2.4 | 18.0 | 8.6 | -| scs | 8.8 | 8.0 | 21.1 | 20.4 | +| proxqp | 19.1 | 2.4 | 18.0 | 9.2 | +| scs | 8.8 | 8.0 | 21.1 | 18.3 | Rows are solvers and columns are solver settings. The shift is $sh = 10$. As in the OSQP and ProxQP benchmarks, we assume a solver's run time is at the [time limit](#settings) when it fails to solve a problem. @@ -243,14 +243,14 @@ Shifted geometric means of primal residuals (1.0 is the best): | | default | high_accuracy | low_accuracy | mid_accuracy | |:---------|----------:|----------------:|---------------:|---------------:| -| clarabel | 4.9 | 1.0 | 1.8 | 1.5 | -| cvxopt | 26.0 | 1484115.0 | 3.5 | 6.8 | -| gurobi | 51.8 | 4.3 | 3.6 | 17.3 | -| highs | 26.0 | 5416.6 | 1.8 | 100.3 | -| osqp | 289.6 | 2.8 | 2.9 | 14.0 | +| clarabel | 4.9 | 1.0 | 1.8 | 10229.0 | +| cvxopt | 26.0 | 1484115.0 | 3.5 | 5744.4 | +| gurobi | 51.8 | 4.3 | 3.6 | 14.3 | +| highs | 26.0 | 5416.6 | 1.8 | 34.1 | +| osqp | 289.6 | 2.8 | 2.9 | 12.5 | | piqp | 1.0 | 1.0 | 2.9 | 1.0 | -| proxqp | 9.9 | 1.4 | 1.0 | 3.9 | -| scs | 185.1 | 2.5 | 31.3 | 9.7 | +| proxqp | 9.9 | 1.4 | 1.0 | 4.9 | +| scs | 185.1 | 2.5 | 31.3 | 9.3 | Rows are solvers and columns are solver settings. The shift is $sh = 10$. A solver that fails to find a solution receives a primal residual equal to the full [primal tolerance](#settings). @@ -262,14 +262,14 @@ Shifted geometric means of dual residuals (1.0 is the best): | | default | high_accuracy | low_accuracy | mid_accuracy | |:---------|----------:|----------------:|---------------:|---------------:| -| clarabel | 19.0 | 1162631.8 | 1480.4 | 1.1 | -| cvxopt | 26.4 | 197.7 | 5.3 | 67.9 | -| gurobi | 377.3 | 11216402921.9 | 32236.4 | 112397299.2 | -| highs | 26.5 | 1384810.5 | 6.9 | 7647462.1 | -| osqp | 227.4 | 1.9 | 4.4 | 8.7 | +| clarabel | 19.0 | 1162631.8 | 1480.4 | 1774899.6 | +| cvxopt | 26.4 | 197.7 | 5.3 | 25.8 | +| gurobi | 377.3 | 11216402921.9 | 32236.4 | 36952900.6 | +| highs | 26.5 | 1384810.5 | 6.9 | 15506753.1 | +| osqp | 227.4 | 1.9 | 4.4 | 6.1 | | piqp | 1.0 | 1.0 | 1.0 | 1.0 | -| proxqp | 10.1 | 1.6 | 1.4 | 2.1 | -| scs | 33.9 | 1.6 | 3.0 | 6.1 | +| proxqp | 10.1 | 1.6 | 1.4 | 2.0 | +| scs | 33.9 | 1.6 | 3.0 | 4.1 | Rows are solvers and columns are solver settings. The shift is $sh = 10$. A solver that fails to find a solution receives a dual residual equal to the full [dual tolerance](#settings). @@ -281,13 +281,13 @@ Shifted geometric means of duality gaps (1.0 is the best): | | default | high_accuracy | low_accuracy | mid_accuracy | |:---------|----------:|----------------:|---------------:|---------------:| -| clarabel | 1.0 | 44.9 | 1.0 | 54.8 | -| cvxopt | 22.9 | 1612205372.0 | 6604.3 | 7187946.2 | -| gurobi | 94.0 | 9769259351.6 | 26882.1 | 28207653.7 | -| highs | 21.2 | 1987500500.6 | 5469.8 | 1739900.5 | -| osqp | 1950.7 | 3235.1 | 4982.6 | 56031.3 | -| piqp | 6.6 | 7236.2 | 1.3 | 25.4 | -| proxqp | 11.5 | 5387.0 | 19.6 | 20.6 | +| clarabel | 1.0 | 44.9 | 1.0 | 19.6 | +| cvxopt | 22.9 | 1612205372.0 | 6604.3 | 2879762.0 | +| gurobi | 94.0 | 9769259351.6 | 26882.1 | 12251728.7 | +| highs | 21.2 | 1987500500.6 | 5469.8 | 2515033.6 | +| osqp | 1950.7 | 3235.1 | 4982.6 | 26681.1 | +| piqp | 6.6 | 7236.2 | 1.3 | 9.6 | +| proxqp | 11.5 | 5387.0 | 19.6 | 16.0 | | scs | 133.1 | 1.0 | 1.6 | 1.0 | Rows are solvers and columns are solver settings. The shift is $sh = 10$. A solver that fails to find a solution receives a duality gap equal to the full [gap tolerance](#settings). @@ -300,13 +300,13 @@ Shifted geometric means of solver cost errors (1.0 is the best): | | default | high_accuracy | low_accuracy | mid_accuracy | |:---------|----------:|----------------:|---------------:|---------------:| -| clarabel | 1.9 | 1.0 | 1.3 | 1.7 | -| cvxopt | 12.3 | 5.0 | 9.3 | 7.3 | -| gurobi | 64.9 | 19.8 | 57.4 | 52.9 | -| highs | 11.3 | 3.5 | 10.0 | 13.9 | -| osqp | 79.0 | 11.7 | 14.6 | 14.0 | +| clarabel | 1.9 | 1.0 | 1.3 | 1.5 | +| cvxopt | 12.3 | 5.0 | 9.3 | 9.7 | +| gurobi | 64.9 | 19.8 | 57.4 | 55.5 | +| highs | 11.3 | 3.5 | 10.0 | 12.3 | +| osqp | 79.0 | 11.7 | 14.6 | 25.6 | | piqp | 1.0 | 1.7 | 1.0 | 1.0 | -| proxqp | 4.1 | 2.2 | 3.6 | 2.7 | -| scs | 15.7 | 7.6 | 5.3 | 7.1 | +| proxqp | 4.1 | 2.2 | 3.6 | 4.0 | +| scs | 15.7 | 7.6 | 5.3 | 9.6 | Rows are solvers and columns are solver settings. The shift is $sh = 10$. A solver that fails to find a solution receives a cost error equal to the [cost tolerance](#settings).