before after ratio [9c4cb6e9] [a0422c5d] ! 29.7±0.01s failed n/a optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': False}), 'WOODW') ! 2 failed n/a optimize_linprog.Netlib_infeasible.track_netlib_infeasible(('interior-point', {'sparse': False}), 'bgindy') + 3.50±0.01ms 82.4±0.4ms 23.58 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'PILOTNOV') + 18.3±0.4ms 408±8ms 22.29 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'PILOTNOV') + 5.15e-10 1.09e-08 21.19 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': False}), 'CAPRI') + 5.19e-10 1.09e-08 21.02 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': True}), 'CAPRI') + 7.00±0.04ms 146±2ms 20.85 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'SCRS8') + 3.56±0.02ms 70.2±0.2ms 19.71 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'SCRS8') + 85.8±2ms 1.21±0.03s 14.15 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'BNL2') + 2.72±0.03ms 37.3±0.08ms 13.71 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'ETAMACRO') + 3.06±0.03ms 40.9±0.3ms 13.36 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'CAPRI') + 895±10μs 11.6±0.2ms 12.99 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'CAPRI') + 3.51±0.01ms 41.9±0.2ms 11.94 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'WOOD1P') + 5.97e-08 6.71e-07 11.25 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': True}), 'SHARE1B') + 5.97e-08 6.71e-07 11.25 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': False}), 'SHARE1B') + 2.22±0.02ms 24.5±0.8ms 11.03 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'ETAMACRO') + 3.26±0.03ms 35.2±0.1ms 10.80 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'STANDMPS') + 3.24±0.02ms 34.3±0.1ms 10.59 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'STANDATA') + 3.57±0.03ms 37.3±0.1ms 10.45 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'STOCFOR2') + 57.5±1ms 596±30ms 10.36 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'CYCLE') + 40.3±1ms 403±10ms 10.02 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'STOCFOR2') + 3.13±0.03ms 30.9±0.4ms 9.86 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'WOODW') + 5.14±0.03ms 50.4±2ms 9.79 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'STANDMPS') + 7.77e-10 7.50e-09 9.66 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': False}), 'E226') + 2.87±0.03ms 27.7±0.05ms 9.66 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'SHELL') + 602±4μs 5.73±0.04ms 9.52 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'LOTFI') + 3.30±0.03ms 30.7±0.1ms 9.32 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'LOTFI') + 1.47±0.03ms 13.3±2ms 9.06 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'BANDM') + 7.62±0.08ms 68.6±3ms 9.00 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'GFRD-PNC') + 1.85e-11 1.67e-10 8.99 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': False}), 'BRANDY') + 1.86e-11 1.66e-10 8.92 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': True}), 'BRANDY') + 4.46±0.04ms 38.8±0.1ms 8.69 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'FINNIS') + 4.70±0.03ms 40.5±0.08ms 8.62 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'PILOT') + 9.31±0.3ms 79.3±3ms 8.52 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'SHELL') + 11.8±0.09ms 99.8±0.2ms 8.48 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'BNL2') + 3.88±0.02ms 32.5±1ms 8.39 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'STANDATA') + 7.75±0.03ms 63.5±0.3ms 8.19 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'CYCLE') + 13.7±0.08ms 112±1ms 8.16 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', '25FV47') + 3.65±0.05ms 28.4±3ms 7.80 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'WOOD1P') + 3.05±0.03ms 23.1±0.2ms 7.58 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'STOCFOR1') + 55.0±0.3ms 416±0.7ms 7.56 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'WOODW') + 14.5±0.6ms 109±2ms 7.48 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'MAROS') + 5.17±0.03ms 38.4±0.2ms 7.43 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'MAROS') + 6.20±0.06ms 44.2±2ms 7.13 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'SCFXM2') + 3.58±0.04ms 25.4±0.06ms 7.11 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'GFRD-PNC') + 914±5μs 6.47±0.4ms 7.08 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'BORE3D') + 391±2μs 2.77±0.02ms 7.08 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'STOCFOR1') + 10.9±0.9ms 77.0±2ms 7.07 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'BNL1') + 4.28±0.02ms 29.5±0.04ms 6.91 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'D6CUBE') + 13.9±0.2ms 95.5±8ms 6.87 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'SCFXM3') + 7.00±0.06ms 47.6±0.2ms 6.80 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'BNL1') + 4.31±0.1ms 28.7±3ms 6.67 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'FFFFF800') + 867±4μs 5.73±0.03ms 6.60 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'E226') + 2.53±0.03ms 16.1±0.09ms 6.36 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'RECIPE') + 2.88±0.03ms 18.2±0.08ms 6.31 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'VTP-BASE') + 3.87±0.04ms 24.4±0.09ms 6.30 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'FFFFF800') + 18.9±1ms 119±10ms 6.27 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'PILOT-WE') + 1.70±0.06ms 10.6±0.6ms 6.24 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'SCORPION') + 3.27±0.1ms 20.4±0.5ms 6.23 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'FINNIS') + 278±0.9ms 1.71±0s 6.14 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', '80BAU3B') + 23.6±2ms 140±9ms 5.91 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'GANGES') + 48.9±2ms 283±3ms 5.79 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'PILOT') + 6.05±0.04ms 34.9±0.09ms 5.77 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'E226') + 4.44±0.03ms 25.5±0.1ms 5.74 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'BORE3D') + 645±0.8μs 3.70±0.01ms 5.73 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'BEACONFD') + 372±3μs 2.11±0.02ms 5.68 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'RECIPE') + 14.5±0.1ms 82.4±0.3ms 5.66 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', '80BAU3B') + 2.98±0ms 16.6±0.03ms 5.59 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'SIERRA') + 4.15±0.02ms 23.1±0.08ms 5.56 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'BANDM') + 1.70±0.03ms 9.30±0.1ms 5.47 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'SCFXM1') + 8.12±0.3ms 43.2±3ms 5.32 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'SHIP04L') + 3.73±0.03ms 19.8±0.07ms 5.31 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'BEACONFD') + 5.63±0.04ms 29.8±0.03ms 5.30 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', '25FV47') + 75.0±0.2ms 389±3ms 5.18 optimize_linprog.Netlib.time_netlib(('revised simplex', {}), 'E226') + 8.06±0.2ms 41.5±0.8ms 5.15 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'PEROLD') + 1.94±0.08ms 9.89±1ms 5.11 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'TUFF') + 3.91±0.2ms 20.0±2ms 5.10 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'PILOT4') + 30.8±0.3ms 157±10ms 5.10 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'SHIP08L') + 2.63±0.02ms 13.3±0.1ms 5.04 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'TRUSS') + 23.2±0.2ms 117±3ms 5.04 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'D6CUBE') + 3.02±0.04ms 15.1±0.04ms 5.01 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'PILOT-WE') + 536±2μs 2.62±0.03ms 4.89 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'VTP-BASE') + 1.04±0s 5.04±0s 4.85 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('interior-point', {'sparse': True}), 'pang') + 4.98±0.04ms 23.6±0.1ms 4.74 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'AGG2') + 4.97±0.02ms 23.6±0.2ms 4.74 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'AGG3') + 19.5±0.9ms 91.9±1ms 4.72 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'SIERRA') + 3.20±0.02ms 15.0±0.07ms 4.70 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'PEROLD') + 5.53±0.05ms 25.4±0.07ms 4.59 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'SCFXM1') + 8.01±0.09ms 36.3±0.1ms 4.53 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'SCFXM2') + 65.4±0.9ms 290±4ms 4.43 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'SHIP12L') + 10.7±0.05ms 47.1±0.1ms 4.42 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'SCFXM3') + 841±3μs 3.68±0.02ms 4.38 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'BRANDY') + 6.62±0.04ms 29.0±2ms 4.37 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'SHIP04S') + 2.39±0.02ms 10.4±0.9ms 4.37 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'GROW22') + 519±5μs 2.24±0.01ms 4.32 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'SCAGR7') + 8.44±0.08ms 35.7±0.2ms 4.23 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'SCORPION') + 6.00±0.04ms 25.2±2ms 4.20 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'SCSD8') + 2.84±0.1ms 11.9±0.3ms 4.18 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'SCAGR25') + 776±6μs 3.24±0.1ms 4.17 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'AGG') + 6.03±0.06ms 24.9±2ms 4.13 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'FIT1P') + 3.34±0.03ms 13.7±0.1ms 4.10 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'PILOT4') + 1.62±0.05ms 6.63±0.09ms 4.09 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'AGG3') + 4.19±0.04ms 17.1±0.07ms 4.09 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'AGG') + 1.31±0.01ms 5.33±0.07ms 4.07 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'STAIR') + 1.63±0.06ms 6.62±0.1ms 4.06 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'AGG2') + 6.32e-09 2.56e-08 4.05 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': True}), 'BEACONFD') + 6.32e-09 2.56e-08 4.05 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': False}), 'BEACONFD') + 1.18±0.01ms 4.77±0.5ms 4.05 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'GROW15') + 2.08±0.02ms 8.44±0.04ms 4.05 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'SC105') + 33.2±0.3ms 134±9ms 4.04 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'CZPROB') + 2.05±0.02ms 8.27±0.04ms 4.03 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'SC50B') + 2.06±0.03ms 8.25±0.03ms 4.01 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'SC50A') + 13.4±0.8ms 53.6±2ms 3.99 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'MODSZK1') + 2.71±0.02ms 10.8±0.06ms 3.99 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'STAIR') + 2.30±0.03ms 9.15±0.06ms 3.98 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'BLEND') + 2.38±0.02ms 9.39±0.05ms 3.95 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'SHARE2B') + 3.44±0.02ms 13.6±0.1ms 3.94 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'TUFF') + 2.24±0.03ms 8.75±0.03ms 3.90 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'AFIRO') + 2.52±0.02ms 9.83±0.03ms 3.90 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'DEGEN3') + 5.57±0.03ms 21.7±0.09ms 3.90 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'BRANDY') + 10.9±0.07ms 41.9±0.1ms 3.86 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'SCAGR25') + 3.46±0.02ms 13.2±0.03ms 3.82 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'SHIP04L') + 52.4±0.3ms 198±1ms 3.79 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'TRUSS') + 4.53±0.02ms 17.0±0.09ms 3.76 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'SHIP08L') + 1.17±0.01ms 4.40±0.5ms 3.75 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'SCSD6') + 4.96±0.02ms 18.2±0.09ms 3.67 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'SCAGR7') + 2.99±0.02ms 10.9±0.04ms 3.66 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'SHARE1B') + 8.01±0.05ms 28.8±3ms 3.60 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'QAP8') + 470±4μs 1.69±0.01ms 3.59 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'SHARE1B') + 21.1±0.4ms 73.2±5ms 3.47 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'SHIP08S') + 285±1μs 989±4μs 3.46 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'BLEND') + 298±2μs 1.02±0.01ms 3.42 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'SHARE2B') + 307±2μs 1.05±0.01ms 3.41 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'SC105') + 2.97±0.03ms 10.1±0.06ms 3.38 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'SC205') + 569±3μs 1.89±0.01ms 3.33 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'SC205') + 3.10±0.03ms 10.2±0.06ms 3.30 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'ADLITTLE') + 48.7±0.1ms 160±1ms 3.29 optimize_linprog.Netlib.time_netlib(('revised simplex', {}), 'BRANDY') + 243±2μs 799±6μs 3.29 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'AFIRO') + 253±2μs 808±8μs 3.19 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'SC50A') + 254±1μs 802±6μs 3.16 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'SC50B') + 339±2μs 1.06±0.01ms 3.11 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'ADLITTLE') + 3.23±0.03ms 9.75±0.04ms 3.02 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'MODSZK1') + 2.25±0.02ms 6.79±0.03ms 3.01 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'SCTAP3') + 412±1μs 1.24±0.01ms 3.01 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'ISRAEL') + 8.97±0.05ms 26.7±0.1ms 2.97 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'GANGES') + 14.2±0.08ms 42.2±0.7ms 2.96 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'DEGEN3') + 2.14±0.02ms 6.20±0.04ms 2.90 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'FIT1D') + 2.17±0.02ms 6.18±0.02ms 2.84 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'SCTAP2') + 37.1±1ms 104±6ms 2.80 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'SHIP12S') + 2.18±0.02ms 5.79±0.02ms 2.65 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'FIT1P') + 2.07±0.02ms 5.40±0.01ms 2.61 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'DEGEN2') + 2.14±0.02ms 5.58±0.02ms 2.60 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'SCSD8') + 2.11±0.01ms 5.39±0.08ms 2.55 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'GROW22') + 18.8±0.09ms 47.5±0.1ms 2.53 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'SCTAP3') + 2.11±0.02ms 5.28±0.03ms 2.50 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'QAP8') + 10.8±0.05ms 27.0±0.4ms 2.49 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'SCTAP2') + 2.93±0.02ms 7.27±0.03ms 2.48 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'ISRAEL') + 69.5±0.3ms 171±0.4ms 2.46 optimize_linprog.Netlib.time_netlib(('revised simplex', {}), 'RECIPE') + 1.42±0.01ms 3.45±0.07ms 2.44 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'DEGEN2') + 1.99±0.02ms 4.73±0.02ms 2.38 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'SCTAP1') + 0.37 0.86 2.31 optimize_linprog.Netlib.track_netlib(('revised simplex', {}), 'PEROLD') + 483±2μs 1.09±0.03ms 2.27 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'SCSD1') + 1.90±0.01ms 4.21±0.02ms 2.22 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'KB2') + 6.39±0.02ms 14.1±0.09ms 2.20 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'SHIP04S') + 2.05±0.02ms 4.46±0.02ms 2.17 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'GROW15') + 10.8±0.04ms 22.9±0.07ms 2.12 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'SHIP12L') + 418±2μs 874±4μs 2.09 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'GROW7') + 877±10μs 1.80±0.01ms 2.05 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'SCTAP1') + 1 2 2.00 optimize_linprog.Netlib_infeasible.track_netlib_infeasible(('interior-point', {'sparse': True}), 'pilot4i') + 2.02±0.02ms 4.03±0.02ms 2.00 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'SCSD6') + 9.99±0.02ms 19.9±0.05ms 1.99 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'CZPROB') + 355±2μs 681±3μs 1.92 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'FIT1D') + 1.96±0.01ms 3.50±0.01ms 1.79 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'GROW7') + 2.77±0.4ms 4.91±0.2ms 1.77 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('interior-point', {'sparse': False}), 'bgdbg1') + 2.78±0.4ms 4.92±0.3ms 1.77 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('interior-point', {'sparse': True}), 'bgdbg1') + 1.96±0.02ms 3.46±0.03ms 1.77 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'SCSD1') + 2.79±0.3ms 4.87±0.2ms 1.74 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('revised simplex', {}), 'bgdbg1') + 230±2μs 389±5μs 1.69 optimize_linprog.Netlib_presolve.time_netlib_presolve('dense', 'KB2') + 204±0.9ms 320±1ms 1.57 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'SCRS8') + 2.26e-06 3.49e-06 1.54 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': True}), 'PEROLD') + 13.4±0.07ms 19.8±0.1ms 1.48 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'SHIP08S') + 3.11±0.03s 4.59±0.01s 1.48 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), '80BAU3B') + 105±0.6ms 154±0.2ms 1.47 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('interior-point', {'sparse': True}), 'gran') + 105±0.8ms 154±0.5ms 1.46 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('interior-point', {'sparse': False}), 'gran') + 105±0.6ms 153±0.2ms 1.45 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('revised simplex', {}), 'gran') + 574±7ms 786±4ms 1.37 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'SHIP08L') + 242±2ms 323±1ms 1.34 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'SHIP12S') + 199±5ms 261±6ms 1.31 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'GFRD-PNC') + 144±0.6ms 187±1ms 1.30 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'STANDMPS') + 150±0.4ms 190±3ms 1.27 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'SHIP04L') + 95.1±0.4ms 119±1ms 1.25 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'STANDATA') + 189±2ms 237±3ms 1.25 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'SHIP08S') + 95.0±0.5ms 118±0.6ms 1.24 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'SHIP04S') + 4.08±0.02s 4.95±0s 1.21 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'BNL2') + 1.09±0.01s 1.30±0.01s 1.20 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'SHIP12L') + 2.21±0.04s 2.62±0.03s 1.19 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'STOCFOR2') + 22.7±0.02ms 26.8±0.09ms 1.18 optimize_linprog.Netlib_presolve.time_netlib_presolve('sparse', 'SHIP12S') + 506±2ms 598±3ms 1.18 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'SCFXM3') + 822±2ms 960±2ms 1.17 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), '25FV47') + 51.6±0.7ms 59.9±0.6ms 1.16 optimize_linprog.LpGen.time_lpgen(('interior-point', {'sparse': True}), 60, 60) + 366±1ms 421±1ms 1.15 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'BNL1') + 819±20ms 941±1ms 1.15 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'D6CUBE') + 119±0.3ms 136±0.9ms 1.15 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('interior-point', {'sparse': True}), 'mondou2') + 0.50 0.57 1.14 optimize_linprog.Netlib.track_netlib(('revised simplex', {}), 'BNL1') + 257±0.9ms 292±0.6ms 1.14 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'SCFXM2') + 96.1±0.4ms 109±0.5ms 1.13 optimize_linprog.LpGen.time_lpgen(('interior-point', {'sparse': True}), 80, 80) + 685±10ms 774±5ms 1.13 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'CZPROB') + 81.0±0.3ms 90.2±0.3ms 1.11 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'SCAGR25') + 18.0±0.1ms 20.0±0.2ms 1.11 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': False}), 'STOCFOR1') + 48.5±0.5ms 53.6±0.4ms 1.11 optimize_linprog.LpGen.time_lpgen(('interior-point', {'sparse': True}), 80, 40) + 38.1±0.2ms 42.0±0.3ms 1.10 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': False}), 'SHARE1B') + 95.8±0.1ms 105±0.3ms 1.10 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('interior-point', {'sparse': True}), 'refinery') + 218±2ms 238±0.5ms 1.09 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'SCSD8') + 3.98±0.02s 4.33±0.01s 1.09 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'WOODW') + 42.9±0.3ms 46.5±0.4ms 1.08 optimize_linprog.LpGen.time_lpgen(('interior-point', {'sparse': True}), 60, 40) + 29.7±0.3ms 32.2±0.1ms 1.08 optimize_linprog.LpGen.time_lpgen(('interior-point', {'sparse': True}), 20, 80) + 76.4±1ms 82.5±0.6ms 1.08 optimize_linprog.LpGen.time_lpgen(('interior-point', {'sparse': True}), 80, 60) + 569±4ms 615±4ms 1.08 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': False}), 'SHIP04L') + 29.5±0.5ms 31.8±0.2ms 1.08 optimize_linprog.LpGen.time_lpgen(('interior-point', {'sparse': True}), 80, 20) + 261±2ms 281±1ms 1.08 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': False}), 'SHIP04S') + 7.23±0.09ms 7.79±0.1ms 1.08 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': False}), 'AFIRO') + 1.20±0.01s 1.29±0s 1.08 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'PILOT-WE') + 48.5±0.3ms 52.0±0.3ms 1.07 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'LOTFI') + 80.7±0.3ms 86.5±1ms 1.07 optimize_linprog.LpGen.time_lpgen(('interior-point', {'sparse': True}), 60, 80) + 173±0.5ms 185±1ms 1.07 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('interior-point', {'sparse': True}), 'vol1') + 140±0.3ms 150±0.6ms 1.07 optimize_linprog.Netlib.time_netlib(('revised simplex', {}), 'BORE3D') + 61.0±0.3ms 65.2±0.4ms 1.07 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'SHARE1B') + 68.7±0.2ms 73.2±0.3ms 1.07 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'E226') + 6.63±0.05ms 7.07±0.05ms 1.07 optimize_linprog.Netlib.time_netlib(('revised simplex', {}), 'AFIRO') + 1.13±0.01s 1.21±0s 1.07 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'SIERRA') + 2.83±0.01ms 3.01±0.02ms 1.06 optimize_linprog.KleeMinty.time_klee_minty(('revised simplex', {}), 3) + 834±4ms 887±2ms 1.06 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': False}), 'SHIP08S') + 4.01±0.01s 4.26±0.01s 1.06 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': False}), 'SHIP08L') + 1.40±0.01s 1.49±0s 1.06 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': False}), 'SHIP12S') + 103±0.5ms 109±0.7ms 1.06 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'BANDM') + 1.30±0.01s 1.38±0.02s 1.06 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'MODSZK1') + 11.1±0.1ms 11.7±0.1ms 1.06 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': False}), 'BLEND') + 204±1ms 215±1ms 1.06 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('interior-point', {'sparse': True}), 'qual') + 967±4ms 1.02±0s 1.06 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'PEROLD') + 127±0.4ms 134±1ms 1.05 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'TUFF') + 42.5±0.1ms 44.8±0.2ms 1.05 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': False}), 'LOTFI') + 38.3±0.08ms 40.3±0.4ms 1.05 optimize_linprog.LpGen.time_lpgen(('interior-point', {'sparse': False}), 20, 80) + 64.3±0.7ms 67.7±0.9ms 1.05 optimize_linprog.LpGen.time_lpgen(('interior-point', {'sparse': False}), 60, 40) + 9.49±0.07ms 9.97±0.2ms 1.05 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': False}), 'SC50A') + 2.30±0s 2.42±0s 1.05 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': False}), 'BNL1') + 4.23±0.01s 4.44±0.02s 1.05 optimize_linprog.Netlib.time_netlib(('revised simplex', {}), 'D6CUBE') + 54.7±0.4ms 57.5±0.2ms 1.05 optimize_linprog.LpGen.time_lpgen(('interior-point', {'sparse': False}), 40, 60) - -129.0 -129.0 1.00 optimize_linprog.Netlib_RR.track_netlib_rr(, 'WOOD1P') - 1.08±0.01s 1.02±0.01s 0.95 optimize_linprog.Netlib_RR.time_netlib_rr(, 'PILOTNOV') - 2.89±0s 2.73±0s 0.95 optimize_linprog.Netlib_RR.time_netlib_rr(, 'CYCLE') - 446±2ms 421±2ms 0.94 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('interior-point', {'sparse': False}), 'refinery') - 473±5ms 444±4ms 0.94 optimize_linprog.Netlib_RR.time_netlib_rr(, 'SIERRA') - 11.2±0.5ms 10.5±0.04ms 0.94 optimize_linprog.MagicSquare.time_magic_square(('interior-point', {'sparse': False}), (3, 1.7305505947214375)) - 4.60±0s 4.31±0s 0.94 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': False}), 'MAROS') - 2.63e-10 2.46e-10 0.94 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': True}), 'STOCFOR1') - 2.63e-10 2.46e-10 0.94 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': False}), 'STOCFOR1') - 3.86±0.01ms 3.60±0.03ms 0.93 optimize_linprog.Netlib_RR.time_netlib_rr(, 'VTP-BASE') - 164±0.7ms 152±1ms 0.93 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'FINNIS') - 2.71±0.02s 2.51±0.02s 0.93 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('revised simplex', {}), 'vol1') - 951±3ms 882±4ms 0.93 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('interior-point', {'sparse': False}), 'vol1') - 417±2ms 386±5ms 0.92 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'FFFFF800') - 36.5±0.07ms 33.7±0.2ms 0.92 optimize_linprog.Netlib_RR.time_netlib_rr(, 'BORE3D') - 969±4μs 895±3μs 0.92 optimize_linprog.Netlib_RR.time_netlib_rr(, 'BLEND') - 27.4±0.2ms 25.2±0.3ms 0.92 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'RECIPE') - 57.0±0.4ms 52.5±0.3ms 0.92 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'VTP-BASE') - 1.16±0.01s 1.07±0.01s 0.92 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('interior-point', {'sparse': False}), 'qual') - 54.0±0.1ms 49.6±0.2ms 0.92 optimize_linprog.Netlib.time_netlib(('revised simplex', {}), 'BEACONFD') - 22.5±0.1ms 20.5±0.1ms 0.91 optimize_linprog.Netlib_RR.time_netlib_rr(, 'BORE3D') - 4.23±0.04s 3.84±0.02s 0.91 optimize_linprog.Netlib_RR.time_netlib_rr(, 'CYCLE') - 2.28±0.05s 2.05±0.01s 0.90 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('revised simplex', {}), 'refinery') - 1.42±0s 1.28±0s 0.90 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'SHELL') - 3.39e-10 3.04e-10 0.90 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': True}), 'LOTFI') - 3.39e-10 3.04e-10 0.90 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': False}), 'LOTFI') - 26.4±0.1ms 23.6±0.3ms 0.90 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': False}), 'RECIPE') - 427±3μs 382±2μs 0.90 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('interior-point', {'sparse': True}), 'woodinfe') - 428±3μs 382±3μs 0.89 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('revised simplex', {}), 'woodinfe') - 430±4μs 383±2μs 0.89 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('interior-point', {'sparse': False}), 'woodinfe') - 535±1ms 477±2ms 0.89 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': False}), 'STANDATA') - 4.80±0.04ms 4.28±0.04ms 0.89 optimize_linprog.Netlib_RR.time_netlib_rr(, 'RECIPE') - 3.03±0.01s 2.68±0.02s 0.88 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': False}), 'SHELL') - 622±4μs 549±4μs 0.88 optimize_linprog.Netlib_RR.time_netlib_rr(, 'AFIRO') - 1.18±0.01s 1.04±0s 0.88 optimize_linprog.Netlib.time_netlib(('revised simplex', {}), 'CAPRI') - 5.47±0s 4.82±0.06s 0.88 optimize_linprog.Netlib.time_netlib(('revised simplex', {}), 'BNL1') - 539±1ms 472±1ms 0.88 optimize_linprog.Netlib_RR.time_netlib_rr(, 'SHELL') - 894±8ms 776±3ms 0.87 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': False}), 'FFFFF800') - 2.77±0.02s 2.40±0.01s 0.87 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('revised simplex', {}), 'qual') - 2.59±0.01s 2.21±0.01s 0.85 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'PILOTNOV') - 78.0±0.6ms 66.0±0.3ms 0.85 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': False}), 'VTP-BASE') - 917±6ms 776±4ms 0.85 optimize_linprog.Netlib.time_netlib(('revised simplex', {}), 'STANDATA') - 1.37 1.15 0.84 optimize_linprog.Netlib.track_netlib(('revised simplex', {}), 'MAROS') - 759±9ms 637±30ms 0.84 optimize_linprog.Netlib_RR.time_netlib_rr(, 'PILOTNOV') - 4.96±0.01s 4.12±0.04s 0.83 optimize_linprog.Netlib.time_netlib(('revised simplex', {}), 'SHELL') - 1.16±0.01s 961±6ms 0.83 optimize_linprog.Netlib_RR.time_netlib_rr(, 'SHELL') - 2.67±0.04s 2.20±0.01s 0.82 optimize_linprog.Netlib.time_netlib(('revised simplex', {}), 'FFFFF800') - 2.63±0.01s 2.08±0.02s 0.79 optimize_linprog.Netlib.time_netlib(('revised simplex', {}), 'STANDMPS') - 977±5ms 766±2ms 0.78 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'MAROS') - 914±10ms 715±1ms 0.78 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': False}), 'FINNIS') - 3.10±0.03s 2.39±0.02s 0.77 optimize_linprog.Netlib.time_netlib(('revised simplex', {}), 'FINNIS') - 356±4ms 274±1ms 0.77 optimize_linprog.Netlib_RR.time_netlib_rr(, 'SHELL') - 12.6±0.05ms 9.55±0.09ms 0.76 optimize_linprog.Netlib_RR.time_netlib_rr(, 'FINNIS') - 1.23 0.93 0.76 optimize_linprog.Netlib.track_netlib(('revised simplex', {}), 'VTP-BASE') - 5.30e-06 4.00e-06 0.76 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': True}), 'MAROS') - 5.30e-06 4.00e-06 0.76 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': False}), 'MAROS') - 689±4ms 519±4ms 0.75 optimize_linprog.Netlib.time_netlib(('revised simplex', {}), 'BANDM') - 30.6±0.1ms 22.6±0.09ms 0.74 optimize_linprog.Netlib_RR.time_netlib_rr(, 'FINNIS') - 1.49e-08 1.09e-08 0.73 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': False}), 'ETAMACRO') - 1.50e-08 1.09e-08 0.73 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': True}), 'ETAMACRO') - 216±0.7ms 153±0.5ms 0.71 optimize_linprog.Netlib_RR.time_netlib_rr(, 'ETAMACRO') - 3.62±0.03s 2.55±0.03s 0.70 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('revised simplex', {}), 'mondou2') - 1.32e-06 9.13e-07 0.69 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': True}), 'FFFFF800') - 1.32e-06 9.12e-07 0.69 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': False}), 'FFFFF800') - 6.15±0.06ms 4.01±0.04ms 0.65 optimize_linprog.Netlib_RR.time_netlib_rr(, 'FINNIS') - 1.26e-11 8.17e-12 0.65 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': True}), 'STANDATA') - 4.03±0.01s 2.59±0.01s 0.64 optimize_linprog.Netlib.time_netlib(('revised simplex', {}), 'SCRS8') - 3.25±0.03s 2.07±0.02s 0.64 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('revised simplex', {}), 'bgetam') - 339±0.5ms 212±2ms 0.63 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'ETAMACRO') - 1.00±0s 624±4ms 0.62 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': False}), 'ETAMACRO') - 9.76±0.03s 6.02±0.01s 0.62 optimize_linprog.Netlib.time_netlib(('interior-point', {'sparse': True}), 'CYCLE') - 4.95e-08 2.86e-08 0.58 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': False}), 'BANDM') - 4.95e-08 2.86e-08 0.58 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': True}), 'BANDM') - 164±2μs 94.3±0.2μs 0.58 optimize_linprog.Netlib_RR.time_netlib_rr(, 'AFIRO') - 425±2ms 245±1ms 0.58 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('interior-point', {'sparse': False}), 'bgetam') - 55.4±0.5ms 30.5±0.2ms 0.55 optimize_linprog.Netlib_RR.time_netlib_rr(, 'ETAMACRO') - 1.21e-11 6.62e-12 0.55 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': False}), 'STANDATA') - 4 2 0.50 optimize_linprog.Netlib_infeasible.track_netlib_infeasible(('interior-point', {'sparse': False}), 'pang') - 4 2 0.50 optimize_linprog.Netlib_infeasible.track_netlib_infeasible(('revised simplex', {}), 'pilot4i') - 4 2 0.50 optimize_linprog.Netlib_infeasible.track_netlib_infeasible(('revised simplex', {}), 'reactor') - 193±0.4ms 94.9±0.7ms 0.49 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('interior-point', {'sparse': True}), 'bgetam') - 4.18±0.02s 1.94±0s 0.46 optimize_linprog.Netlib.time_netlib(('revised simplex', {}), 'ETAMACRO') - 2.05±0.02ms 925±5μs 0.45 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('revised simplex', {}), 'itest6') - 2.60e-09 1.14e-09 0.44 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': True}), 'SIERRA') - 3.60±0.02ms 1.57±0.01ms 0.44 optimize_linprog.Netlib_RR.time_netlib_rr(, 'RECIPE') - 2.57e-09 1.06e-09 0.41 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': False}), 'GFRD-PNC') - 1.06e-09 4.30e-10 0.40 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': False}), 'BORE3D') - 1.06e-09 4.30e-10 0.40 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': True}), 'BORE3D') + -132.0 -46.0 0.35 optimize_linprog.Netlib_RR.track_netlib_rr(, 'CYCLE') - 4.85e-16 1.62e-16 0.33 optimize_linprog.Netlib.track_netlib(('revised simplex', {}), 'STANDMPS') - 115±0.8ms 37.4±0.1ms 0.32 optimize_linprog.Netlib_RR.time_netlib_rr(, 'ETAMACRO') - 2.56±0.02ms 798±6μs 0.31 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('revised simplex', {}), 'galenet') - 4.15e-09 1.25e-09 0.30 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': True}), 'GFRD-PNC') - 2.16±0.02ms 611±5μs 0.28 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('revised simplex', {}), 'itest2') - 3.58±0.05ms 924±8μs 0.26 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('interior-point', {'sparse': False}), 'itest6') - 4 1 0.25 optimize_linprog.Netlib_infeasible.track_netlib_infeasible(('interior-point', {'sparse': True}), 'pang') - 3.63±0.06ms 803±5μs 0.22 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('interior-point', {'sparse': False}), 'galenet') - 3.48±0.04ms 610±4μs 0.18 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('interior-point', {'sparse': False}), 'itest2') - 6.97±0.1ms 921±5μs 0.13 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('interior-point', {'sparse': True}), 'itest6') - 6.22e-08 7.50e-09 0.12 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': True}), 'E226') - 7.06±0.07ms 794±4μs 0.11 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('interior-point', {'sparse': True}), 'galenet') - 6.90±0.06ms 604±6μs 0.09 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('interior-point', {'sparse': True}), 'itest2') - 2.91 0.21 0.07 optimize_linprog.Netlib.track_netlib(('revised simplex', {}), '25FV47') - 3.74e-09 2.57e-10 0.07 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': True}), 'VTP-BASE') - 3.74e-09 2.42e-10 0.06 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': False}), 'VTP-BASE') - 3.05±0.02s 180±0.9ms 0.06 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('interior-point', {'sparse': True}), 'ceria3d') - 1.14e-06 5.07e-08 0.04 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': True}), 'STOCFOR2') - 1.14e-06 5.07e-08 0.04 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': False}), 'STOCFOR2') - 121±0.5ms 4.02±0.3ms 0.03 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('interior-point', {'sparse': True}), 'reactor') - 1.60e-08 4.05e-10 0.03 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': False}), 'STANDMPS') - 1.60e-08 4.05e-10 0.03 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': True}), 'STANDMPS') - 7.27±0s 181±2ms 0.02 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('interior-point', {'sparse': False}), 'ceria3d') - 3.24e-07 4.85e-09 0.01 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': True}), '25FV47') - 3.24e-07 4.85e-09 0.01 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': False}), '25FV47') - 1.25±0s 9.87±0.3ms 0.01 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('interior-point', {'sparse': False}), 'pilot4i') - 1.58e-07 1.08e-09 0.01 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': False}), 'RECIPE') - 1.58e-07 1.08e-09 0.01 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': True}), 'RECIPE') - 3.54±0.01s 9.89±0.2ms 0.00 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('revised simplex', {}), 'pilot4i') - 2.07±0.01s 4.03±0.2ms 0.00 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('interior-point', {'sparse': False}), 'reactor') - 10.3±0.01s 9.93±0.3ms 0.00 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('interior-point', {'sparse': True}), 'pilot4i') - 5.32±0s 4.04±0.2ms 0.00 optimize_linprog.Netlib_infeasible.time_netlib_infeasible(('revised simplex', {}), 'reactor') - 3.99e-05 3.22e-09 0.00 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': True}), 'SHELL') - 3.99e-05 3.06e-09 0.00 optimize_linprog.Netlib.track_netlib(('interior-point', {'sparse': False}), 'SHELL') - 0.96 7.82e-12 0.00 optimize_linprog.Netlib.track_netlib(('revised simplex', {}), 'BRANDY') - 3.12 1.98e-11 0.00 optimize_linprog.Netlib.track_netlib(('revised simplex', {}), 'E226') - 0.61 2.13e-16 0.00 optimize_linprog.Netlib.track_netlib(('revised simplex', {}), 'RECIPE') SOME BENCHMARKS HAVE CHANGED SIGNIFICANTLY. PERFORMANCE DECREASED.