Sparse NT Scaling by govindchari · Pull Request #63 · qoco-org/qoco

govindchari · 2026-04-30T13:41:46Z

Use sparse NT scaling to compute products with Wfull and such
Do some testing on large socdim problems
Include sparsity pattern of KKT system

github-actions · 2026-04-30T14:01:14Z

Download benchmark artifacts

Benchmark Summary

Baseline solved: 136 problems
Diff branch solved: 135 problems

Differences in solved problems

Baseline solved additional problems: QSHELL

Iteration regressions (diff took more iterations)

AUG2D: diff=1, baseline=0
AUG2DC: diff=1, baseline=0
CVXQP3_M: diff=27, baseline=17
DUALC1: diff=22, baseline=21
DUALC2: diff=19, baseline=18
DUALC8: diff=14, baseline=12
QFFFFF80: diff=92, baseline=65
QSCFXM3: diff=32, baseline=31
QSIERRA: diff=25, baseline=24

Iteration improvements (diff took fewer iterations)

QCAPRI: diff=39, baseline=40
QPILOTNO: diff=53, baseline=105
QRECIPE: diff=22, baseline=23

Runtime regressions (> 5.0%)

AUG2D: diff=0.0162s, baseline=0.0095s, Δ=+69.8%
AUG2DC: diff=0.0161s, baseline=0.0094s, Δ=+70.4%
CVXQP2_S: diff=0.0005s, baseline=0.0004s, Δ=+11.8%
CVXQP3_M: diff=0.1434s, baseline=0.1185s, Δ=+21.1%
DPKLO1: diff=0.0002s, baseline=0.0002s, Δ=+11.2%
HS118: diff=0.0001s, baseline=0.0001s, Δ=+29.3%
HS21: diff=0.0000s, baseline=0.0000s, Δ=+7.1%
HS268: diff=0.0000s, baseline=0.0000s, Δ=+5.9%
HS76: diff=0.0000s, baseline=0.0000s, Δ=+6.3%
KSIP: diff=0.0084s, baseline=0.0070s, Δ=+18.8%
LASER: diff=0.0037s, baseline=0.0033s, Δ=+11.0%
LISWET2: diff=0.0223s, baseline=0.0203s, Δ=+9.8%
LISWET3: diff=0.0266s, baseline=0.0203s, Δ=+31.3%
LOTSCHD: diff=0.0000s, baseline=0.0000s, Δ=+5.7%
PRIMAL1: diff=0.0042s, baseline=0.0038s, Δ=+11.8%
PRIMAL2: diff=0.0057s, baseline=0.0049s, Δ=+14.6%
PRIMAL3: diff=0.0143s, baseline=0.0132s, Δ=+7.9%
PRIMAL4: diff=0.0079s, baseline=0.0071s, Δ=+11.6%
PRIMALC1: diff=0.0031s, baseline=0.0026s, Δ=+20.3%
PRIMALC2: diff=0.0025s, baseline=0.0021s, Δ=+17.4%
PRIMALC5: diff=0.0029s, baseline=0.0024s, Δ=+20.1%
PRIMALC8: diff=0.0055s, baseline=0.0046s, Δ=+19.6%
QBANDM: diff=0.0056s, baseline=0.0053s, Δ=+6.5%
QBEACONF: diff=0.0031s, baseline=0.0029s, Δ=+5.3%
QFFFFF80: diff=0.1501s, baseline=0.1158s, Δ=+29.7%
QFORPLAN: diff=0.0125s, baseline=0.0116s, Δ=+7.8%
QISRAEL: diff=0.0042s, baseline=0.0038s, Δ=+10.2%
QPTEST: diff=0.0000s, baseline=0.0000s, Δ=+9.1%
QSCFXM3: diff=0.0393s, baseline=0.0359s, Δ=+9.6%
STADAT1: diff=0.0176s, baseline=0.0162s, Δ=+8.4%
STADAT3: diff=0.0266s, baseline=0.0248s, Δ=+7.2%

Runtime improvements (> 5.0%)

AUG2DCQP: diff=0.1118s, baseline=0.1267s, Δ=-11.8%
AUG2DQP: diff=0.1117s, baseline=0.1257s, Δ=-11.1%
CVXQP1_M: diff=0.0652s, baseline=0.0699s, Δ=-6.8%
CVXQP1_S: diff=0.0005s, baseline=0.0005s, Δ=-5.4%
DUALC1: diff=0.0014s, baseline=0.0019s, Δ=-25.8%
DUALC2: diff=0.0010s, baseline=0.0014s, Δ=-26.2%
DUALC5: diff=0.0008s, baseline=0.0010s, Δ=-20.5%
DUALC8: diff=0.0019s, baseline=0.0023s, Δ=-14.5%
HS35: diff=0.0000s, baseline=0.0000s, Δ=-8.3%
HS52: diff=0.0000s, baseline=0.0000s, Δ=-25.0%
HUES-MOD: diff=0.0261s, baseline=0.0382s, Δ=-31.5%
HUESTIS: diff=0.0149s, baseline=0.0323s, Δ=-54.0%
Q25FV47: diff=0.2639s, baseline=0.2807s, Δ=-6.0%
QADLITTL: diff=0.0004s, baseline=0.0004s, Δ=-13.9%
QAFIRO: diff=0.0001s, baseline=0.0001s, Δ=-10.3%
QCAPRI: diff=0.0101s, baseline=0.0132s, Δ=-23.9%
QETAMACR: diff=0.0900s, baseline=0.0964s, Δ=-6.6%
QGFRDXPN: diff=0.0087s, baseline=0.0107s, Δ=-18.8%
QPCBOEI1: diff=0.0080s, baseline=0.0092s, Δ=-12.6%
QPCSTAIR: diff=0.0103s, baseline=0.0111s, Δ=-7.3%
QPILOTNO: diff=0.2400s, baseline=0.4278s, Δ=-43.9%
QSCAGR7: diff=0.0006s, baseline=0.0007s, Δ=-7.7%
QSCFXM1: diff=0.0082s, baseline=0.0087s, Δ=-5.8%
QSCORPIO: diff=0.0017s, baseline=0.0019s, Δ=-7.4%
QSCRS8: diff=0.0079s, baseline=0.0092s, Δ=-14.1%
QSCTAP2: diff=0.0121s, baseline=0.0127s, Δ=-5.4%
QSCTAP3: diff=0.0182s, baseline=0.0192s, Δ=-5.0%
QSEBA: diff=0.0112s, baseline=0.0135s, Δ=-16.8%
QSHARE2B: diff=0.0009s, baseline=0.0010s, Δ=-9.4%
QSHIP04L: diff=0.0070s, baseline=0.0085s, Δ=-16.8%
QSHIP04S: diff=0.0051s, baseline=0.0058s, Δ=-11.6%
QSHIP08L: diff=0.1610s, baseline=0.1721s, Δ=-6.4%
QSHIP08S: diff=0.0287s, baseline=0.0331s, Δ=-13.3%
QSHIP12L: diff=0.3083s, baseline=0.3418s, Δ=-9.8%
QSHIP12S: diff=0.0377s, baseline=0.0453s, Δ=-16.9%
QSIERRA: diff=0.0284s, baseline=0.0333s, Δ=-14.7%
S268: diff=0.0000s, baseline=0.0000s, Δ=-5.6%
TAME: diff=0.0000s, baseline=0.0000s, Δ=-10.0%

github-actions · 2026-04-30T14:03:13Z

Download benchmark artifacts

Benchmark Summary

Baseline solved: 136 problems
Diff branch solved: 135 problems

Differences in solved problems

Baseline solved additional problems: QSHELL

Iteration regressions (diff took more iterations)

AUG2D: diff=1, baseline=0
AUG2DC: diff=1, baseline=0
CVXQP3_M: diff=27, baseline=17
DUALC1: diff=22, baseline=21
DUALC2: diff=19, baseline=18
DUALC8: diff=14, baseline=12
QFFFFF80: diff=92, baseline=65
QSCFXM3: diff=32, baseline=31
QSIERRA: diff=25, baseline=24

Iteration improvements (diff took fewer iterations)

QCAPRI: diff=39, baseline=40
QPILOTNO: diff=53, baseline=105
QRECIPE: diff=22, baseline=23

Runtime regressions (> 5.0%)

AUG2D: diff=0.0162s, baseline=0.0091s, Δ=+77.2%
AUG2DC: diff=0.0161s, baseline=0.0090s, Δ=+77.7%
CVXQP3_M: diff=0.1469s, baseline=0.1183s, Δ=+24.2%
CVXQP3_S: diff=0.0008s, baseline=0.0006s, Δ=+27.5%
DPKLO1: diff=0.0002s, baseline=0.0001s, Δ=+14.3%
HS76: diff=0.0000s, baseline=0.0000s, Δ=+6.7%
KSIP: diff=0.0080s, baseline=0.0069s, Δ=+15.8%
LOTSCHD: diff=0.0001s, baseline=0.0000s, Δ=+71.9%
PRIMAL1: diff=0.0044s, baseline=0.0040s, Δ=+8.9%
PRIMAL2: diff=0.0056s, baseline=0.0052s, Δ=+7.1%
PRIMAL3: diff=0.0139s, baseline=0.0127s, Δ=+9.1%
PRIMAL4: diff=0.0075s, baseline=0.0068s, Δ=+11.4%
PRIMALC1: diff=0.0030s, baseline=0.0026s, Δ=+15.1%
PRIMALC2: diff=0.0024s, baseline=0.0021s, Δ=+11.4%
PRIMALC5: diff=0.0028s, baseline=0.0024s, Δ=+13.3%
PRIMALC8: diff=0.0051s, baseline=0.0045s, Δ=+13.4%
QFFFFF80: diff=0.1536s, baseline=0.1130s, Δ=+35.9%
QFORPLAN: diff=0.0121s, baseline=0.0114s, Δ=+6.1%
QISRAEL: diff=0.0040s, baseline=0.0037s, Δ=+9.9%
QSCFXM3: diff=0.0365s, baseline=0.0347s, Δ=+5.0%
S268: diff=0.0000s, baseline=0.0000s, Δ=+6.7%

Runtime improvements (> 5.0%)

AUG2DCQP: diff=0.1109s, baseline=0.1258s, Δ=-11.9%
AUG2DQP: diff=0.1121s, baseline=0.1257s, Δ=-10.8%
BOYD2: diff=3.8099s, baseline=4.0261s, Δ=-5.4%
CVXQP1_M: diff=0.0659s, baseline=0.0728s, Δ=-9.5%
CVXQP1_S: diff=0.0005s, baseline=0.0005s, Δ=-6.5%
CVXQP2_M: diff=0.0446s, baseline=0.0614s, Δ=-27.4%
DUAL4: diff=0.0012s, baseline=0.0013s, Δ=-6.7%
DUALC1: diff=0.0013s, baseline=0.0018s, Δ=-26.8%
DUALC2: diff=0.0010s, baseline=0.0013s, Δ=-27.2%
DUALC5: diff=0.0007s, baseline=0.0009s, Δ=-20.3%
DUALC8: diff=0.0018s, baseline=0.0021s, Δ=-15.7%
GOULDQP2: diff=0.0017s, baseline=0.0018s, Δ=-5.1%
HS35: diff=0.0000s, baseline=0.0000s, Δ=-9.1%
HUES-MOD: diff=0.0244s, baseline=0.0359s, Δ=-32.0%
HUESTIS: diff=0.0139s, baseline=0.0301s, Δ=-53.8%
Q25FV47: diff=0.2680s, baseline=0.2830s, Δ=-5.3%
QADLITTL: diff=0.0003s, baseline=0.0005s, Δ=-23.1%
QAFIRO: diff=0.0001s, baseline=0.0001s, Δ=-14.5%
QBORE3D: diff=0.0024s, baseline=0.0026s, Δ=-5.1%
QBRANDY: diff=0.0033s, baseline=0.0036s, Δ=-7.6%
QCAPRI: diff=0.0098s, baseline=0.0126s, Δ=-22.9%
QGFRDXPN: diff=0.0082s, baseline=0.0100s, Δ=-18.0%
QPCBLEND: diff=0.0005s, baseline=0.0006s, Δ=-8.2%
QPCBOEI1: diff=0.0086s, baseline=0.0097s, Δ=-11.4%
QPCSTAIR: diff=0.0103s, baseline=0.0111s, Δ=-6.6%
QPILOTNO: diff=0.2304s, baseline=0.4140s, Δ=-44.3%
QRECIPE: diff=0.0016s, baseline=0.0018s, Δ=-15.3%
QSC205: diff=0.0009s, baseline=0.0010s, Δ=-6.4%
QSCORPIO: diff=0.0016s, baseline=0.0018s, Δ=-8.4%
QSCRS8: diff=0.0077s, baseline=0.0090s, Δ=-13.7%
QSCTAP1: diff=0.0022s, baseline=0.0023s, Δ=-5.3%
QSCTAP2: diff=0.0115s, baseline=0.0121s, Δ=-5.3%
QSCTAP3: diff=0.0174s, baseline=0.0186s, Δ=-6.4%
QSEBA: diff=0.0107s, baseline=0.0127s, Δ=-16.0%
QSHARE2B: diff=0.0008s, baseline=0.0010s, Δ=-17.1%
QSHIP04L: diff=0.0068s, baseline=0.0081s, Δ=-15.9%
QSHIP04S: diff=0.0049s, baseline=0.0055s, Δ=-11.0%
QSHIP08L: diff=0.1616s, baseline=0.1743s, Δ=-7.3%
QSHIP08S: diff=0.0275s, baseline=0.0321s, Δ=-14.5%
QSHIP12L: diff=0.3166s, baseline=0.3395s, Δ=-6.7%
QSHIP12S: diff=0.0360s, baseline=0.0426s, Δ=-15.5%
QSIERRA: diff=0.0265s, baseline=0.0316s, Δ=-16.1%
TAME: diff=0.0000s, baseline=0.0000s, Δ=-11.1%

github-actions · 2026-04-30T14:11:51Z

Download benchmark artifacts

Benchmark Summary

Baseline solved: 136 problems
Diff branch solved: 135 problems

Differences in solved problems

Baseline solved additional problems: QSHELL

Iteration regressions (diff took more iterations)

AUG2D: diff=1, baseline=0
AUG2DC: diff=1, baseline=0
CVXQP3_M: diff=27, baseline=17
DUALC1: diff=22, baseline=21
DUALC2: diff=19, baseline=18
DUALC8: diff=14, baseline=12
QFFFFF80: diff=92, baseline=65
QSCFXM3: diff=32, baseline=31
QSIERRA: diff=25, baseline=24

Iteration improvements (diff took fewer iterations)

QCAPRI: diff=39, baseline=40
QPILOTNO: diff=53, baseline=105
QRECIPE: diff=22, baseline=23

Runtime regressions (> 5.0%)

AUG2D: diff=0.0161s, baseline=0.0093s, Δ=+72.5%
AUG2DC: diff=0.0160s, baseline=0.0091s, Δ=+74.8%
CVXQP3_M: diff=0.1449s, baseline=0.1163s, Δ=+24.6%
DPKLO1: diff=0.0002s, baseline=0.0002s, Δ=+5.7%
HS21: diff=0.0000s, baseline=0.0000s, Δ=+7.1%
HS76: diff=0.0000s, baseline=0.0000s, Δ=+6.3%
KSIP: diff=0.0084s, baseline=0.0071s, Δ=+18.7%
LASER: diff=0.0037s, baseline=0.0035s, Δ=+7.6%
LOTSCHD: diff=0.0000s, baseline=0.0000s, Δ=+8.6%
PRIMAL1: diff=0.0042s, baseline=0.0038s, Δ=+10.4%
PRIMAL2: diff=0.0055s, baseline=0.0050s, Δ=+10.0%
PRIMAL3: diff=0.0142s, baseline=0.0132s, Δ=+7.8%
PRIMAL4: diff=0.0078s, baseline=0.0071s, Δ=+9.9%
PRIMALC1: diff=0.0031s, baseline=0.0026s, Δ=+17.1%
PRIMALC2: diff=0.0025s, baseline=0.0022s, Δ=+14.7%
PRIMALC5: diff=0.0029s, baseline=0.0025s, Δ=+20.2%
PRIMALC8: diff=0.0056s, baseline=0.0046s, Δ=+20.2%
QBANDM: diff=0.0056s, baseline=0.0053s, Δ=+6.8%
QE226: diff=0.0051s, baseline=0.0046s, Δ=+11.6%
QFFFFF80: diff=0.1519s, baseline=0.1165s, Δ=+30.4%
QFORPLAN: diff=0.0125s, baseline=0.0116s, Δ=+7.5%
QISRAEL: diff=0.0043s, baseline=0.0038s, Δ=+12.3%
QSCFXM3: diff=0.0394s, baseline=0.0357s, Δ=+10.2%
QSHARE1B: diff=0.0025s, baseline=0.0023s, Δ=+6.8%
S268: diff=0.0000s, baseline=0.0000s, Δ=+5.9%
STADAT1: diff=0.0176s, baseline=0.0163s, Δ=+8.3%
STADAT2: diff=0.0140s, baseline=0.0130s, Δ=+7.8%
STADAT3: diff=0.0267s, baseline=0.0248s, Δ=+7.4%

Runtime improvements (> 5.0%)

AUG2DCQP: diff=0.1121s, baseline=0.1260s, Δ=-11.1%
AUG2DQP: diff=0.1126s, baseline=0.1244s, Δ=-9.5%
CVXQP1_M: diff=0.0645s, baseline=0.0730s, Δ=-11.6%
CVXQP2_L: diff=22.0796s, baseline=24.3913s, Δ=-9.5%
DUALC1: diff=0.0014s, baseline=0.0020s, Δ=-27.3%
DUALC2: diff=0.0010s, baseline=0.0014s, Δ=-25.6%
DUALC5: diff=0.0008s, baseline=0.0010s, Δ=-24.9%
DUALC8: diff=0.0019s, baseline=0.0022s, Δ=-15.0%
HS118: diff=0.0001s, baseline=0.0001s, Δ=-17.1%
HS35: diff=0.0000s, baseline=0.0000s, Δ=-8.3%
HUES-MOD: diff=0.0261s, baseline=0.0383s, Δ=-31.9%
HUESTIS: diff=0.0148s, baseline=0.0323s, Δ=-54.3%
Q25FV47: diff=0.2626s, baseline=0.2808s, Δ=-6.5%
QADLITTL: diff=0.0004s, baseline=0.0004s, Δ=-17.0%
QAFIRO: diff=0.0001s, baseline=0.0001s, Δ=-8.4%
QCAPRI: diff=0.0100s, baseline=0.0132s, Δ=-23.7%
QGFRDXPN: diff=0.0087s, baseline=0.0107s, Δ=-19.1%
QPCBLEND: diff=0.0006s, baseline=0.0006s, Δ=-8.0%
QPCBOEI1: diff=0.0080s, baseline=0.0091s, Δ=-12.5%
QPILOTNO: diff=0.2389s, baseline=0.4250s, Δ=-43.8%
QRECIPE: diff=0.0017s, baseline=0.0019s, Δ=-10.5%
QSCFXM1: diff=0.0081s, baseline=0.0087s, Δ=-6.2%
QSCORPIO: diff=0.0018s, baseline=0.0019s, Δ=-5.3%
QSCRS8: diff=0.0079s, baseline=0.0091s, Δ=-13.2%
QSCTAP2: diff=0.0118s, baseline=0.0128s, Δ=-8.0%
QSCTAP3: diff=0.0180s, baseline=0.0192s, Δ=-6.2%
QSEBA: diff=0.0111s, baseline=0.0133s, Δ=-16.6%
QSHARE2B: diff=0.0009s, baseline=0.0010s, Δ=-11.9%
QSHIP04L: diff=0.0070s, baseline=0.0085s, Δ=-17.2%
QSHIP04S: diff=0.0052s, baseline=0.0057s, Δ=-9.5%
QSHIP08L: diff=0.1548s, baseline=0.1710s, Δ=-9.5%
QSHIP08S: diff=0.0286s, baseline=0.0334s, Δ=-14.3%
QSHIP12L: diff=0.3109s, baseline=0.3420s, Δ=-9.1%
QSHIP12S: diff=0.0377s, baseline=0.0453s, Δ=-16.7%
QSIERRA: diff=0.0284s, baseline=0.0327s, Δ=-13.2%

github-actions · 2026-04-30T16:47:48Z

Download benchmark artifacts

Benchmark Summary

Baseline solved: 136 problems
Diff branch solved: 136 problems

Runtime regressions (> 5.0%)

AUG3DC: diff=0.0015s, baseline=0.0014s, Δ=+5.2%
HS21: diff=0.0000s, baseline=0.0000s, Δ=+7.7%

Runtime improvements (> 5.0%)

AUG2DQP: diff=0.1248s, baseline=0.1330s, Δ=-6.2%
DPKLO1: diff=0.0001s, baseline=0.0002s, Δ=-7.8%
DUAL1: diff=0.0019s, baseline=0.0021s, Δ=-6.2%
DUAL4: diff=0.0012s, baseline=0.0013s, Δ=-6.7%
HS35: diff=0.0000s, baseline=0.0000s, Δ=-9.1%

github-actions · 2026-04-30T19:10:11Z

Download benchmark artifacts

Benchmark Summary

Baseline solved: 136 problems
Diff branch solved: 136 problems

Runtime regressions (> 5.0%)

CVXQP3_S: diff=0.0007s, baseline=0.0007s, Δ=+6.8%
HS21: diff=0.0000s, baseline=0.0000s, Δ=+7.1%
HS76: diff=0.0000s, baseline=0.0000s, Δ=+6.3%
LISWET11: diff=0.1201s, baseline=0.1095s, Δ=+9.7%
LISWET12: diff=0.1897s, baseline=0.1739s, Δ=+9.1%
QADLITTL: diff=0.0004s, baseline=0.0004s, Δ=+5.8%
QAFIRO: diff=0.0002s, baseline=0.0001s, Δ=+13.3%
QPCBLEND: diff=0.0006s, baseline=0.0006s, Δ=+8.2%
QSCAGR7: diff=0.0007s, baseline=0.0006s, Δ=+6.1%

Runtime improvements (> 5.0%)

CVXQP2_L: diff=22.2437s, baseline=27.1997s, Δ=-18.2%
LASER: diff=0.0033s, baseline=0.0045s, Δ=-25.9%
S268: diff=0.0000s, baseline=0.0000s, Δ=-10.5%

github-actions · 2026-04-30T19:23:10Z

Download benchmark artifacts

Benchmark Summary

Baseline solved: 136 problems
Diff branch solved: 136 problems

Runtime regressions (> 5.0%)

DUALC2: diff=0.0011s, baseline=0.0011s, Δ=+5.6%
HS21: diff=0.0000s, baseline=0.0000s, Δ=+9.1%
HS268: diff=0.0000s, baseline=0.0000s, Δ=+7.7%
HS35MOD: diff=0.0000s, baseline=0.0000s, Δ=+7.7%
HS53: diff=0.0000s, baseline=0.0000s, Δ=+7.7%

Runtime improvements (> 5.0%)

QGFRDXPN: diff=0.0083s, baseline=0.0094s, Δ=-11.6%
QGROW7: diff=0.0036s, baseline=0.0047s, Δ=-23.7%
QISRAEL: diff=0.0030s, baseline=0.0042s, Δ=-28.5%
QPCBLEND: diff=0.0005s, baseline=0.0007s, Δ=-32.9%
QPCBOEI1: diff=0.0072s, baseline=0.0077s, Δ=-6.2%

github-actions · 2026-05-01T02:12:37Z

Download benchmark artifacts

Benchmark Summary

Baseline solved: 136 problems
Diff branch solved: 136 problems

Runtime regressions (> 5.0%)

AUG2DCQP: diff=0.1454s, baseline=0.1250s, Δ=+16.3%
BOYD2: diff=4.2715s, baseline=4.0628s, Δ=+5.1%
HS268: diff=0.0000s, baseline=0.0000s, Δ=+11.8%
HS35MOD: diff=0.0000s, baseline=0.0000s, Δ=+5.9%
ZECEVIC2: diff=0.0000s, baseline=0.0000s, Δ=+7.7%

Runtime improvements (> 5.0%)

DPKLO1: diff=0.0001s, baseline=0.0002s, Δ=-14.9%
DUAL2: diff=0.0022s, baseline=0.0024s, Δ=-6.0%
HS53: diff=0.0000s, baseline=0.0000s, Δ=-5.3%
PRIMAL1: diff=0.0038s, baseline=0.0041s, Δ=-8.3%

github-actions · 2026-06-21T12:22:50Z

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Benchmark Summary

Problems Solved

Dataset	Main Solved	Diff Solved	Main Iters	Diff Iters	Main IR Iters	Diff IR Iters
cutest	🟢 43 / 62	42 / 62	1025	🟢 1020	2150	🟢 2128
misc	1 / 3	1 / 3	15	🟢 7	2	🟢 0
mm	🟢 136 / 138	135 / 138	🟢 2510	2513	🟢 4082	4106
mpc	63 / 64	63 / 64	480	480	587	587

Differences in Solved Problems

Main additionally solved: QPILOTNO, TABLE1

Iteration Regressions (diff took more iterations)

CONT5-QP: diff=36, main=35
BOYD2: diff=70, main=68
QSIERRA: diff=25, main=24

Iteration Improvements (diff took fewer iterations)

LEUVEN1: diff=191, main=197
cvxpy_lp5: diff=7, main=15

IR Iteration Regressions (diff used more IR iterations)

CONT5-QP: diff=51, main=45
HIER133E: diff=69, main=68
HIER163D: diff=59, main=58
JJTABEL3: diff=167, main=162
TABLE3: diff=79, main=76
TWO5IN6: diff=52, main=51
BOYD2: diff=247, main=220
LISWET12: diff=1, main=0
LISWET9: diff=1, main=0
PRIMALC1: diff=43, main=42
QISRAEL: diff=7, main=6
QSCFXM3: diff=151, main=149
QSHARE1B: diff=37, main=36
QSIERRA: diff=130, main=120

IR Iteration Improvements (diff used fewer IR iterations)

BTS4: diff=116, main=117
CLEUVEN7: diff=147, main=149
HIE1372D: diff=39, main=42
HIER133D: diff=67, main=68
HIER163A: diff=60, main=62
LEUVEN1: diff=320, main=345
NINE12: diff=65, main=69
NINE5D: diff=60, main=61
cvxpy_lp5: diff=0, main=2
PRIMALC5: diff=34, main=37
PRIMALC8: diff=34, main=35
QGFRDXPN: diff=111, main=112
QSCFXM1: diff=92, main=98
QSCFXM2: diff=122, main=131

govindchari added 4 commits April 30, 2026 06:28

MVP

e7620bb

Fix clang tidy and clang format

fc0c042

fix

f4f0d4c

Fix clang format

ca1b8d5

Fix QP regression

5cde413

govindchari added 2 commits April 30, 2026 11:54

Fix mm perf

33d95f2

Merge branch 'main' into gc/sparse-nt-scaling

8c46b80

Merge branch 'main' into gc/sparse-nt-scaling

6a12c66

Fast NT scaling

ac07c47

Merge

c5dafe4

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Sparse NT Scaling - #63

Sparse NT Scaling#63
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govindchari commented Apr 30, 2026 •

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govindchari commented Apr 30, 2026 •

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