Performance Results


Welcome to Pyomo's performance test results portal!


Please explore the expandable sections below for different categories of Pyomo's current performance. The numbers shown are standard deviations away from the running average (where a positive number is slower than average, negative faster than average).

Note: Alerts are generated based on repeated performance. The table represents only the most recent run of the performance test suite.

Last update: Jan-08-2026 14:10

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 1.72σ 1.31σ 0.395σ
TestMisc_test_bilinear_100 1.49σ 1.64σ 1.05σ 1.64σ 1.11σ
TestMisc_test_bilinear_100000 0.999σ 0.949σ 0.779σ 1.1σ 1.21σ
TestMisc_test_bilinear_nlcontext_100 1.59σ 1.3σ 1.11σ 1.43σ 1.59σ
TestMisc_test_bilinear_nlcontext_100000 0.984σ 0.85σ 0.494σ 0.979σ 0.285σ
TestMisc_test_diag_quicksum_100 1.16σ 1.51σ 1.7σ 1.2σ 1.24σ
TestMisc_test_diag_quicksum_100000 0.724σ 0.362σ 0.957σ 2.15σ 1.55σ
TestMisc_test_diag_sum_100 1.64σ 1.2σ 1.01σ 1.31σ 1.13σ
TestMisc_test_diag_sum_100000 1.17σ 1.59σ 0.561σ 1.67σ 1.58σ
TestMisc_test_pmedian_quicksum_test4 0.985σ 0.831σ 0.923σ 0.883σ 1.22σ
TestMisc_test_pmedian_quicksum_test8 1.8σ 0.838σ 0.584σ 1.26σ 1.23σ
TestMisc_test_pmedian_sum_test4 1.17σ 0.972σ 1.62σ 1.22σ 1.07σ
TestMisc_test_pmedian_sum_test8 0.918σ 0.858σ 1.44σ 1.05σ 1.34σ
TestMisc_test_pmedian_tuple_test4 0.994σ 0.81σ 1.29σ 1.95σ 1.13σ
TestMisc_test_pmedian_tuple_test8 1.3σ 1.04σ 1.65σ 0.835σ 1.07σ
TestJump_test_clnlbean_5000 0.922σ 1.32σ 0.914σ
TestJump_test_clnlbean_50000 1.13σ 1.33σ 1.3σ
TestJump_test_facility_25 1.18σ 1.33σ 1.01σ 1.27σ 0.888σ
TestJump_test_facility_5 1.09σ 1.21σ 1.41σ 0.877σ 1.31σ
TestJump_test_facility_quicksum_25 1.02σ 1.01σ 0.959σ 1.1σ 1.17σ
TestJump_test_facility_quicksum_5 0.753σ 1.02σ 2.01σ 1.11σ 1.17σ
TestJump_test_lqcp_10 0.928σ 1.77σ 1.1σ 1.65σ 1.83σ
TestJump_test_lqcp_500 0.641σ 0.542σ 0.819σ 1.05σ 1.74σ
TestJump_test_lqcp_quicksum_10 1.84σ 1.35σ 1.53σ 1.16σ 1.2σ
TestJump_test_lqcp_quicksum_500 0.937σ 0.974σ 0.818σ 1.1σ 1.86σ
TestJump_test_opf_662 1.27σ 0.877σ 1.65σ
TestJump_test_opf_6620 1.25σ 0.924σ 1.41σ
TestJump_test_opf_quicksum_662 1.48σ 1.13σ 1.05σ
TestJump_test_opf_quicksum_6620 1.08σ 0.91σ 1.45σ
TestDevel_test_issue_691 1.4σ 0.684σ 1.49σ 0.834σ 1.3σ
TestModels_test_dcopf_case2383wp 1.78σ 1.34σ 1.12σ 0.179σ 1.45σ
TestModels_test_uc_20140901_expected 1.8σ 1.02σ 1.62σ 1.17σ 1.25σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.458σ 0.327σ 0.0629σ
TestMisc_test_bilinear_100 0.251σ 0.303σ 0.28σ 0.223σ 0.331σ
TestMisc_test_bilinear_100000 0.161σ 0.0532σ 0.0378σ 0.0196σ 0.282σ
TestMisc_test_bilinear_nlcontext_100 0.388σ 0.538σ 0.449σ 0.614σ 0.557σ
TestMisc_test_bilinear_nlcontext_100000 0.636σ 0.428σ 0.359σ 0.0574σ 0.0148σ
TestMisc_test_diag_quicksum_100 0.369σ 0.526σ 0.666σ 0.477σ 0.599σ
TestMisc_test_diag_quicksum_100000 0.0282σ 0.104σ 0.0986σ 0.0972σ 0.139σ
TestMisc_test_diag_sum_100 0.326σ 0.347σ 0.409σ 0.305σ 0.267σ
TestMisc_test_diag_sum_100000 0.048σ 0.122σ 0.211σ 0.196σ 0.15σ
TestMisc_test_pmedian_quicksum_test4 0.246σ 0.134σ 0.0801σ 0.0709σ 0.149σ
TestMisc_test_pmedian_quicksum_test8 0.0503σ -0.0364σ 0.0815σ 0.214σ 0.259σ
TestMisc_test_pmedian_sum_test4 0.362σ 0.0049σ 0.0148σ 0.123σ 0.061σ
TestMisc_test_pmedian_sum_test8 0.102σ -0.02σ -0.00479σ 0.0292σ 0.0825σ
TestMisc_test_pmedian_tuple_test4 0.173σ 0.107σ 0.134σ 0.213σ 0.173σ
TestMisc_test_pmedian_tuple_test8 0.206σ 0.00542σ 0.0713σ 0.114σ 0.158σ
TestJump_test_clnlbean_5000 0.213σ 0.0503σ -0.00578σ
TestJump_test_clnlbean_50000 0.159σ 0.0157σ 0.0683σ
TestJump_test_facility_25 0.103σ 0.0424σ 0.191σ 0.478σ 0.05σ
TestJump_test_facility_5 0.0341σ 0.206σ 0.319σ 0.188σ 0.159σ
TestJump_test_facility_quicksum_25 0.349σ 0.155σ 0.0644σ 0.287σ -0.000923σ
TestJump_test_facility_quicksum_5 0.0243σ 0.149σ 0.268σ 0.0825σ 0.108σ
TestJump_test_lqcp_10 0.0691σ 0.395σ 0.151σ 0.0253σ 0.0934σ
TestJump_test_lqcp_500 0.188σ 0.221σ 0.113σ 0.015σ 0.0227σ
TestJump_test_lqcp_quicksum_10 0.287σ 0.41σ 0.612σ 0.309σ 0.178σ
TestJump_test_lqcp_quicksum_500 0.709σ 0.126σ 0.196σ -0.0176σ 0.0417σ
TestJump_test_opf_662 0.0611σ 0.064σ 0.0866σ
TestJump_test_opf_6620 0.243σ 0.0173σ 0.092σ
TestJump_test_opf_quicksum_662 0.11σ -0.011σ 0.0455σ
TestJump_test_opf_quicksum_6620 0.372σ -0.00331σ 0.0285σ
TestDevel_test_issue_691 0.552σ 0.209σ 0.127σ 0.301σ 0.313σ
TestModels_test_dcopf_case2383wp 0.519σ 0.294σ 0.157σ 0.0704σ 0.302σ
TestModels_test_uc_20140901_expected 0.321σ 0.0862σ 0.113σ -0.00651σ 0.05σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.0875σ 0.176σ 0.295σ
TestMisc_test_bilinear_100 0.274σ 0.373σ 0.67σ 0.825σ 0.662σ
TestMisc_test_bilinear_100000 0.771σ 0.105σ -0.00488σ 0.254σ 0.187σ
TestMisc_test_bilinear_nlcontext_100 0.436σ 0.451σ 0.413σ 0.316σ 0.257σ
TestMisc_test_bilinear_nlcontext_100000 0.283σ 0.0876σ 0.138σ 0.261σ 0.0697σ
TestMisc_test_diag_quicksum_100 0.221σ 0.458σ 0.501σ 0.516σ 0.457σ
TestMisc_test_diag_quicksum_100000 0.25σ 0.157σ 0.183σ 0.342σ 0.153σ
TestMisc_test_diag_sum_100 0.464σ 0.733σ 0.457σ 0.664σ 0.605σ
TestMisc_test_diag_sum_100000 0.521σ 0.182σ 0.268σ 0.142σ 0.169σ
TestMisc_test_pmedian_quicksum_test4 0.0779σ 0.321σ 0.21σ 0.104σ 0.315σ
TestMisc_test_pmedian_quicksum_test8 0.131σ 0.312σ 0.179σ 0.0584σ 0.233σ
TestMisc_test_pmedian_sum_test4 0.0975σ 0.154σ 0.281σ 0.0892σ 0.204σ
TestMisc_test_pmedian_sum_test8 0.00619σ 0.356σ 0.178σ 0.00756σ 0.302σ
TestMisc_test_pmedian_tuple_test4 0.24σ 0.433σ 0.305σ 0.296σ 0.29σ
TestMisc_test_pmedian_tuple_test8 0.356σ 0.348σ 0.225σ 0.155σ 0.235σ
TestJump_test_clnlbean_5000 0.102σ 0.156σ 0.143σ
TestJump_test_clnlbean_50000 0.221σ 0.149σ 0.256σ
TestJump_test_facility_25 0.195σ 0.118σ 0.139σ 0.105σ 0.178σ
TestJump_test_facility_5 0.0349σ 0.212σ 0.181σ 0.206σ 0.124σ
TestJump_test_facility_quicksum_25 0.359σ 0.12σ 0.142σ 0.304σ 0.159σ
TestJump_test_facility_quicksum_5 -0.02σ 0.108σ 0.204σ 0.107σ 0.181σ
TestJump_test_lqcp_10 0.387σ 0.242σ 0.358σ 0.251σ 0.175σ
TestJump_test_lqcp_500 0.146σ -0.019σ 0.22σ 0.0527σ 0.152σ
TestJump_test_lqcp_quicksum_10 0.245σ 0.261σ 0.281σ 0.195σ 0.2σ
TestJump_test_lqcp_quicksum_500 0.11σ 0.0751σ 0.194σ 0.127σ 0.141σ
TestJump_test_opf_662 0.382σ -0.00739σ 0.0736σ
TestJump_test_opf_6620 0.176σ 0.0809σ 0.0569σ
TestJump_test_opf_quicksum_662 0.38σ -0.000685σ 0.118σ
TestJump_test_opf_quicksum_6620 0.281σ 0.00335σ 0.159σ
TestDevel_test_issue_691 0.684σ 0.165σ 0.0557σ 0.066σ 0.119σ
TestModels_test_dcopf_case2383wp 0.149σ 0.102σ 0.0909σ 0.173σ 0.0702σ
TestModels_test_uc_20140901_expected 0.169σ 0.295σ 0.195σ 0.207σ 0.212σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 1.47σ 0.3σ 0.524σ
TestMisc_test_bilinear_100 0.307σ 0.579σ 0.905σ 0.548σ 0.817σ
TestMisc_test_bilinear_100000 1.41σ 0.292σ 0.169σ 0.198σ 0.108σ
TestMisc_test_bilinear_nlcontext_100 0.465σ 0.928σ 0.738σ 0.369σ 0.538σ
TestMisc_test_bilinear_nlcontext_100000 0.431σ 0.435σ 0.663σ 0.342σ 0.119σ
TestMisc_test_diag_quicksum_100 0.349σ 1.03σ 0.4σ 0.784σ 0.384σ
TestMisc_test_diag_quicksum_100000 1.15σ 0.445σ 0.321σ 0.128σ 0.0325σ
TestMisc_test_diag_sum_100 0.51σ 0.983σ 0.864σ 0.853σ 0.818σ
TestMisc_test_diag_sum_100000 0.689σ 0.524σ 0.313σ 0.316σ 0.132σ
TestMisc_test_pmedian_quicksum_test4 0.277σ 0.296σ 0.299σ 0.239σ 0.00575σ
TestMisc_test_pmedian_quicksum_test8 0.104σ 0.315σ 0.153σ 0.155σ 0.161σ
TestMisc_test_pmedian_sum_test4 0.361σ 0.137σ 0.177σ 0.277σ 0.0802σ
TestMisc_test_pmedian_sum_test8 0.0697σ 0.287σ 0.299σ 0.201σ 0.00201σ
TestMisc_test_pmedian_tuple_test4 0.0143σ 0.151σ -0.00826σ 0.16σ 0.069σ
TestMisc_test_pmedian_tuple_test8 0.0537σ 0.338σ 0.237σ 0.276σ -0.095σ
TestJump_test_clnlbean_5000 0.109σ 0.0508σ 0.174σ
TestJump_test_clnlbean_50000 0.152σ 0.051σ 0.104σ
TestJump_test_facility_25 0.35σ 0.191σ -0.0648σ 0.588σ -0.106σ
TestJump_test_facility_5 0.195σ 0.115σ -0.0196σ 0.197σ -0.108σ
TestJump_test_facility_quicksum_25 0.331σ 0.0721σ 0.423σ 0.0479σ -0.0974σ
TestJump_test_facility_quicksum_5 0.319σ 0.155σ -0.02σ 0.0444σ -0.154σ
TestJump_test_lqcp_10 0.354σ 0.216σ 0.105σ 0.173σ 0.0224σ
TestJump_test_lqcp_500 0.549σ 0.177σ 0.118σ 0.0628σ -0.0269σ
TestJump_test_lqcp_quicksum_10 0.58σ 0.19σ 0.283σ 0.177σ -0.116σ
TestJump_test_lqcp_quicksum_500 0.368σ 0.0967σ -0.00516σ 0.142σ -0.0762σ
TestJump_test_opf_662 0.586σ 0.0577σ 0.255σ
TestJump_test_opf_6620 0.588σ -0.0156σ 0.178σ
TestJump_test_opf_quicksum_662 0.527σ 0.058σ 0.101σ
TestJump_test_opf_quicksum_6620 0.664σ 0.223σ 0.212σ
TestDevel_test_issue_691 0.0861σ 0.00286σ -0.0289σ 0.185σ 0.0729σ
TestModels_test_dcopf_case2383wp 0.549σ 0.172σ 0.162σ 0.199σ 0.00154σ
TestModels_test_uc_20140901_expected 0.195σ 0.247σ 0.185σ 0.398σ -0.0409σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.212σ 0.393σ -0.041σ
TestMisc_test_bilinear_100 0.0796σ 0.202σ 0.359σ 0.14σ 0.252σ
TestMisc_test_bilinear_100000 0.851σ 0.145σ -0.0133σ -0.00102σ 0.0351σ
TestMisc_test_bilinear_nlcontext_100 0.369σ 0.436σ 0.756σ 0.46σ 0.576σ
TestMisc_test_bilinear_nlcontext_100000 0.781σ -0.0042σ 0.013σ 0.0317σ 0.0255σ
TestMisc_test_diag_quicksum_100 0.546σ 0.296σ 0.72σ 0.227σ 0.601σ
TestMisc_test_diag_quicksum_100000 0.321σ 0.125σ 0.0203σ 0.0293σ 0.0983σ
TestMisc_test_diag_sum_100 0.366σ 1.11σ 0.991σ 0.656σ 0.797σ
TestMisc_test_diag_sum_100000 0.159σ -0.0281σ 0.0317σ 0.101σ 0.0428σ
TestMisc_test_pmedian_quicksum_test4 0.241σ 0.0417σ 0.0524σ 0.227σ 0.0132σ
TestMisc_test_pmedian_quicksum_test8 -0.0196σ 0.0502σ -0.00402σ 0.0208σ 0.0452σ
TestMisc_test_pmedian_sum_test4 0.318σ 0.066σ 0.0405σ 0.155σ 0.0321σ
TestMisc_test_pmedian_sum_test8 0.183σ 0.0824σ -0.016σ 0.13σ -0.00105σ
TestMisc_test_pmedian_tuple_test4 0.124σ 0.00947σ 0.111σ 0.0761σ 0.0423σ
TestMisc_test_pmedian_tuple_test8 0.00792σ 0.0818σ 0.0426σ -0.0347σ -0.0438σ
TestJump_test_clnlbean_5000 -0.0482σ -0.0204σ -0.0186σ
TestJump_test_clnlbean_50000 0.012σ 0.0376σ 0.0361σ
TestJump_test_facility_25 0.0211σ -0.104σ -0.0253σ -0.0642σ 0.138σ
TestJump_test_facility_5 0.139σ -0.121σ -0.0159σ 0.025σ -0.0335σ
TestJump_test_facility_quicksum_25 0.174σ -0.0357σ -0.058σ -0.0548σ 0.0749σ
TestJump_test_facility_quicksum_5 0.121σ 0.000807σ -0.0463σ -0.0219σ 0.0332σ
TestJump_test_lqcp_10 0.0785σ 0.331σ 0.258σ 0.308σ 0.201σ
TestJump_test_lqcp_500 0.0987σ 0.0202σ 0.0375σ -0.004σ 0.0351σ
TestJump_test_lqcp_quicksum_10 0.582σ -0.0692σ -0.0173σ 0.0289σ 0.341σ
TestJump_test_lqcp_quicksum_500 0.18σ -0.0339σ 0.0313σ 0.311σ 0.503σ
TestJump_test_opf_662 0.882σ 0.498σ 0.428σ
TestJump_test_opf_6620 0.964σ 0.49σ 0.611σ
TestJump_test_opf_quicksum_662 0.368σ -0.0326σ 0.0633σ
TestJump_test_opf_quicksum_6620 0.287σ -0.113σ 0.186σ
TestDevel_test_issue_691 0.0109σ 0.0266σ 0.0876σ 0.0135σ 0.0603σ
TestModels_test_dcopf_case2383wp 0.427σ -0.00996σ -0.0184σ 0.0407σ 0.17σ
TestModels_test_uc_20140901_expected -0.0885σ -0.0347σ -0.0641σ -0.0169σ 0.00515σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.85σ 1.02σ 0.74σ
TestMisc_test_bilinear_100 0.819σ 0.901σ 1.33σ 1.44σ 1.12σ
TestMisc_test_bilinear_100000 0.867σ 1.42σ 0.781σ 1.6σ 0.88σ
TestMisc_test_bilinear_nlcontext_100 0.906σ 1.96σ 1.49σ 1.64σ 2.26σ
TestMisc_test_bilinear_nlcontext_100000 0.466σ 0.855σ 1.36σ 1.47σ 0.987σ
TestMisc_test_diag_quicksum_100 1.91σ 1.37σ 1.88σ 1.22σ 1.55σ
TestMisc_test_diag_quicksum_100000 0.865σ 0.694σ 0.718σ 0.749σ 0.625σ
TestMisc_test_diag_sum_100 1.26σ 1.35σ 1.21σ 1.28σ 1.05σ
TestMisc_test_diag_sum_100000 0.945σ 0.727σ 0.439σ 0.345σ 0.731σ
TestMisc_test_pmedian_quicksum_test4 1.25σ 1.93σ 1.02σ 0.423σ 0.698σ
TestMisc_test_pmedian_quicksum_test8 0.784σ 1.19σ 1.24σ 1.26σ 1.05σ
TestMisc_test_pmedian_sum_test4 1.35σ 1.08σ 0.54σ 0.86σ 1.2σ
TestMisc_test_pmedian_sum_test8 0.424σ 0.791σ 0.872σ 1.3σ 1.17σ
TestMisc_test_pmedian_tuple_test4 1.25σ 1.78σ 0.996σ 1.95σ 1.55σ
TestMisc_test_pmedian_tuple_test8 1.5σ 0.565σ 0.984σ 0.868σ 0.731σ
TestJump_test_clnlbean_5000 0.881σ 0.837σ 1.24σ
TestJump_test_clnlbean_50000 1.03σ 1.82σ 1.04σ
TestJump_test_facility_25 0.829σ 1.11σ 0.295σ 1.45σ 1.02σ
TestJump_test_facility_5 0.951σ 1.45σ 1.29σ 1.29σ 1.68σ
TestJump_test_facility_quicksum_25 0.921σ 0.839σ 0.269σ 0.905σ 0.911σ
TestJump_test_facility_quicksum_5 1.24σ 1.44σ 1.14σ 1.42σ 1.33σ
TestJump_test_lqcp_10 1.03σ 1.04σ 1.07σ 0.901σ 1.01σ
TestJump_test_lqcp_500 1.3σ 1.12σ 1.71σ 0.964σ 1.45σ
TestJump_test_lqcp_quicksum_10 1.2σ 1.38σ 0.85σ 0.788σ 0.982σ
TestJump_test_lqcp_quicksum_500 1.17σ 0.923σ 1.1σ 1.39σ 1.09σ
TestJump_test_opf_662 1.14σ 0.688σ 1.5σ
TestJump_test_opf_6620 0.905σ 0.665σ 1.71σ
TestJump_test_opf_quicksum_662 1.31σ 1.12σ 1.64σ
TestJump_test_opf_quicksum_6620 0.651σ 1.62σ 1.75σ
TestDevel_test_issue_691 0.697σ 0.912σ 0.85σ 0.722σ 1.11σ
TestModels_test_dcopf_case2383wp 1.28σ 0.922σ 0.872σ 1.95σ 1.55σ
TestModels_test_uc_20140901_expected 1.27σ 0.917σ 0.881σ 1.13σ 2.07σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.49σ 0.26σ 0.22σ
TestMisc_test_bilinear_100 0.662σ 0.637σ 0.774σ 0.492σ 0.793σ
TestMisc_test_bilinear_100000 0.677σ 0.486σ 0.134σ 0.0735σ 0.0616σ
TestMisc_test_bilinear_nlcontext_100 0.0883σ 0.406σ 0.77σ 1.05σ 1.12σ
TestMisc_test_bilinear_nlcontext_100000 0.967σ 0.378σ 0.161σ 0.0466σ 0.0028σ
TestMisc_test_diag_quicksum_100 0.388σ 0.892σ 0.61σ 1.1σ 0.861σ
TestMisc_test_diag_quicksum_100000 0.286σ 0.0911σ 0.234σ 0.156σ 0.0777σ
TestMisc_test_diag_sum_100 0.345σ 0.528σ 0.764σ 0.499σ 0.114σ
TestMisc_test_diag_sum_100000 0.762σ 0.185σ 0.243σ 0.217σ 0.202σ
TestMisc_test_pmedian_quicksum_test4 0.274σ 0.125σ 0.0625σ 0.108σ 0.0633σ
TestMisc_test_pmedian_quicksum_test8 0.195σ 0.28σ 0.311σ 0.373σ 0.14σ
TestMisc_test_pmedian_sum_test4 0.195σ -0.000182σ 0.0546σ 0.931σ 0.283σ
TestMisc_test_pmedian_sum_test8 0.0652σ -0.0172σ 0.128σ 0.304σ 0.245σ
TestMisc_test_pmedian_tuple_test4 0.495σ 0.0362σ 0.0265σ 0.193σ 0.376σ
TestMisc_test_pmedian_tuple_test8 0.133σ 0.0232σ 0.186σ 0.301σ 0.249σ
TestJump_test_clnlbean_5000 0.295σ 0.0872σ 0.776σ
TestJump_test_clnlbean_50000 0.637σ 0.114σ 0.131σ
TestJump_test_facility_25 0.0963σ 0.143σ 0.0806σ 0.118σ 0.167σ
TestJump_test_facility_5 0.265σ 0.0989σ 0.287σ 0.239σ 0.301σ
TestJump_test_facility_quicksum_25 0.0447σ 0.121σ 0.101σ 0.224σ 0.0745σ
TestJump_test_facility_quicksum_5 0.19σ 0.228σ 1.14σ 0.181σ 0.176σ
TestJump_test_lqcp_10 0.311σ 0.353σ 0.384σ 0.368σ 0.321σ
TestJump_test_lqcp_500 0.329σ 0.165σ 0.109σ 0.1σ 0.0781σ
TestJump_test_lqcp_quicksum_10 0.218σ 0.65σ 0.432σ 0.512σ 0.319σ
TestJump_test_lqcp_quicksum_500 0.596σ 0.333σ 0.218σ 0.0904σ 0.0717σ
TestJump_test_opf_662 0.095σ 1.05σ 0.111σ
TestJump_test_opf_6620 0.126σ 0.294σ 0.0173σ
TestJump_test_opf_quicksum_662 0.171σ 0.0969σ 0.121σ
TestJump_test_opf_quicksum_6620 0.187σ 0.0795σ 0.0503σ
TestDevel_test_issue_691 0.586σ 0.24σ 0.19σ 0.34σ 0.245σ
TestModels_test_dcopf_case2383wp 0.316σ 0.27σ 0.18σ 0.292σ 0.155σ
TestModels_test_uc_20140901_expected 0.548σ 0.257σ 0.193σ 0.119σ 0.109σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.836σ 0.139σ 0.0746σ
TestMisc_test_bilinear_100 0.252σ 0.191σ 0.377σ 0.177σ 1.29σ
TestMisc_test_bilinear_100000 0.19σ 0.168σ 0.13σ 0.0441σ 0.241σ
TestMisc_test_bilinear_nlcontext_100 0.174σ 0.192σ 0.511σ 0.31σ 0.478σ
TestMisc_test_bilinear_nlcontext_100000 0.746σ 0.202σ 0.171σ 0.158σ 0.171σ
TestMisc_test_diag_quicksum_100 0.461σ 0.611σ 0.84σ 0.231σ 0.346σ
TestMisc_test_diag_quicksum_100000 1.41σ 0.41σ 0.421σ 0.188σ 0.116σ
TestMisc_test_diag_sum_100 0.668σ 0.428σ 0.366σ 0.177σ 0.176σ
TestMisc_test_diag_sum_100000 0.227σ 0.167σ 0.299σ 0.234σ 0.206σ
TestMisc_test_pmedian_quicksum_test4 0.187σ 0.325σ 0.0675σ 0.0383σ 0.071σ
TestMisc_test_pmedian_quicksum_test8 0.233σ 0.327σ 0.194σ 0.099σ 0.247σ
TestMisc_test_pmedian_sum_test4 0.267σ 0.116σ 0.768σ 0.156σ 0.245σ
TestMisc_test_pmedian_sum_test8 0.371σ 0.407σ 0.169σ 0.0592σ 0.287σ
TestMisc_test_pmedian_tuple_test4 0.168σ 0.141σ 0.102σ 0.053σ 0.117σ
TestMisc_test_pmedian_tuple_test8 0.267σ 0.323σ 0.259σ 0.0439σ 0.22σ
TestJump_test_clnlbean_5000 0.16σ 0.221σ 0.0929σ
TestJump_test_clnlbean_50000 0.126σ 0.21σ 0.247σ
TestJump_test_facility_25 0.222σ 0.273σ 0.337σ 0.168σ 0.145σ
TestJump_test_facility_5 0.252σ 0.146σ 0.164σ 0.165σ 0.0685σ
TestJump_test_facility_quicksum_25 0.272σ 0.256σ 0.244σ 0.476σ 0.208σ
TestJump_test_facility_quicksum_5 0.193σ 0.22σ 0.261σ 0.249σ 0.128σ
TestJump_test_lqcp_10 0.176σ 0.407σ 0.41σ 0.331σ 0.225σ
TestJump_test_lqcp_500 0.123σ 0.0772σ 0.181σ 0.127σ 0.11σ
TestJump_test_lqcp_quicksum_10 0.206σ 0.507σ 0.359σ 0.243σ 0.238σ
TestJump_test_lqcp_quicksum_500 0.0836σ 0.156σ 0.24σ 0.0193σ 0.0588σ
TestJump_test_opf_662 0.252σ 0.00705σ 0.136σ
TestJump_test_opf_6620 0.212σ 0.158σ 0.217σ
TestJump_test_opf_quicksum_662 0.405σ 0.0124σ 0.117σ
TestJump_test_opf_quicksum_6620 0.38σ 0.0335σ 0.106σ
TestDevel_test_issue_691 0.239σ 0.0408σ 0.0281σ 0.0853σ 0.0743σ
TestModels_test_dcopf_case2383wp 0.297σ 0.159σ 0.129σ 0.196σ 0.306σ
TestModels_test_uc_20140901_expected 0.292σ 0.281σ 0.151σ 0.319σ 0.257σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.582σ 0.766σ 0.315σ
TestMisc_test_bilinear_100 0.517σ 0.798σ 0.917σ 0.721σ 0.432σ
TestMisc_test_bilinear_100000 0.501σ 0.353σ 0.635σ 0.583σ 0.439σ
TestMisc_test_bilinear_nlcontext_100 0.828σ 1.12σ 1.35σ 1.9σ 1.2σ
TestMisc_test_bilinear_nlcontext_100000 0.43σ 0.45σ 0.668σ 0.358σ 0.345σ
TestMisc_test_diag_quicksum_100 0.599σ 0.926σ 1.08σ 1.08σ 0.834σ
TestMisc_test_diag_quicksum_100000 0.395σ 0.261σ 0.638σ 0.454σ 0.748σ
TestMisc_test_diag_sum_100 0.338σ 0.976σ 0.557σ 0.861σ 1.41σ
TestMisc_test_diag_sum_100000 0.343σ 0.225σ 1.06σ 0.254σ 0.594σ
TestMisc_test_pmedian_quicksum_test4 0.613σ 0.401σ 1.36σ 0.355σ 0.805σ
TestMisc_test_pmedian_quicksum_test8 0.153σ 0.572σ 0.163σ 0.176σ 0.627σ
TestMisc_test_pmedian_sum_test4 0.0766σ 0.157σ 0.182σ 0.235σ 0.679σ
TestMisc_test_pmedian_sum_test8 0.0838σ 0.363σ 0.458σ 0.266σ 0.686σ
TestMisc_test_pmedian_tuple_test4 0.407σ 0.1σ 0.128σ 0.123σ 0.322σ
TestMisc_test_pmedian_tuple_test8 0.346σ 0.355σ 0.185σ 0.11σ 0.602σ
TestJump_test_clnlbean_5000 0.639σ 0.878σ 0.379σ
TestJump_test_clnlbean_50000 0.455σ 0.192σ 0.277σ
TestJump_test_facility_25 0.194σ 0.2σ 0.286σ 0.319σ 0.263σ
TestJump_test_facility_5 0.177σ 0.263σ 0.112σ 0.31σ 0.377σ
TestJump_test_facility_quicksum_25 0.154σ 0.156σ 0.207σ 0.437σ 0.183σ
TestJump_test_facility_quicksum_5 0.334σ 0.242σ 0.128σ 0.353σ 0.388σ
TestJump_test_lqcp_10 0.302σ 0.461σ 0.244σ 0.139σ 0.206σ
TestJump_test_lqcp_500 0.567σ 0.163σ 0.276σ 0.11σ 0.205σ
TestJump_test_lqcp_quicksum_10 0.329σ 0.359σ 0.526σ 0.336σ 0.266σ
TestJump_test_lqcp_quicksum_500 0.343σ 0.152σ 0.299σ 0.0949σ 0.159σ
TestJump_test_opf_662 0.439σ 0.193σ 0.276σ
TestJump_test_opf_6620 0.592σ 0.249σ 0.276σ
TestJump_test_opf_quicksum_662 0.467σ 0.234σ 0.229σ
TestJump_test_opf_quicksum_6620 0.522σ 0.404σ 0.189σ
TestDevel_test_issue_691 0.4σ 0.054σ 0.046σ 0.225σ 0.503σ
TestModels_test_dcopf_case2383wp 0.365σ 0.487σ 0.544σ 0.233σ 0.39σ
TestModels_test_uc_20140901_expected 0.383σ 0.313σ 0.15σ 0.299σ 0.333σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 2.03σ 0.307σ 0.319σ
TestMisc_test_bilinear_100 0.132σ 1.0σ 0.934σ 0.313σ 1.05σ
TestMisc_test_bilinear_100000 0.359σ 0.193σ 0.291σ 0.387σ 0.729σ
TestMisc_test_bilinear_nlcontext_100 0.0215σ 1.13σ 1.1σ 0.621σ 0.51σ
TestMisc_test_bilinear_nlcontext_100000 0.17σ 0.211σ 0.0348σ 0.225σ 0.289σ
TestMisc_test_diag_quicksum_100 0.386σ 1.18σ 1.17σ 1.08σ 0.882σ
TestMisc_test_diag_quicksum_100000 0.0744σ 0.0423σ 0.136σ 0.0736σ 0.276σ
TestMisc_test_diag_sum_100 0.0855σ 0.906σ 1.06σ 0.697σ 0.821σ
TestMisc_test_diag_sum_100000 -0.0185σ 0.153σ 0.224σ 0.209σ 0.358σ
TestMisc_test_pmedian_quicksum_test4 0.355σ 0.279σ 0.0803σ 0.294σ 0.313σ
TestMisc_test_pmedian_quicksum_test8 -0.0612σ 0.269σ 0.374σ 0.138σ 0.163σ
TestMisc_test_pmedian_sum_test4 0.0828σ 0.998σ 0.424σ 0.0993σ 0.267σ
TestMisc_test_pmedian_sum_test8 0.0923σ 0.182σ 0.316σ 0.094σ 0.275σ
TestMisc_test_pmedian_tuple_test4 0.0627σ 0.0506σ 0.13σ 0.0223σ 0.147σ
TestMisc_test_pmedian_tuple_test8 -0.0401σ 0.0957σ 0.171σ 0.0934σ 0.15σ
TestJump_test_clnlbean_5000 0.0629σ 0.126σ 0.0817σ
TestJump_test_clnlbean_50000 -0.0793σ 0.0993σ 0.214σ
TestJump_test_facility_25 -0.0214σ 0.0274σ 0.147σ 0.0599σ 0.262σ
TestJump_test_facility_5 0.0973σ 0.0975σ 0.32σ 0.11σ 0.519σ
TestJump_test_facility_quicksum_25 0.238σ 0.0596σ 0.128σ 0.231σ 0.225σ
TestJump_test_facility_quicksum_5 0.0876σ 0.123σ 0.209σ 0.193σ 0.0436σ
TestJump_test_lqcp_10 0.0616σ 0.563σ 0.305σ 0.181σ 0.382σ
TestJump_test_lqcp_500 0.129σ -0.0253σ 0.159σ 0.127σ 0.322σ
TestJump_test_lqcp_quicksum_10 0.0516σ 0.178σ 0.528σ 0.164σ 0.299σ
TestJump_test_lqcp_quicksum_500 0.247σ 0.0256σ 0.0445σ 0.145σ 0.31σ
TestJump_test_opf_662 0.266σ 0.396σ 0.407σ
TestJump_test_opf_6620 0.428σ 0.121σ 0.557σ
TestJump_test_opf_quicksum_662 0.172σ 0.0656σ 0.228σ
TestJump_test_opf_quicksum_6620 0.16σ 0.141σ 0.313σ
TestDevel_test_issue_691 0.171σ 0.162σ 0.179σ 0.223σ 0.23σ
TestModels_test_dcopf_case2383wp 0.288σ 0.265σ 0.247σ 0.159σ 0.249σ
TestModels_test_uc_20140901_expected 0.176σ 0.106σ 0.109σ 0.206σ 0.16σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.915σ 0.565σ 0.334σ
TestMisc_test_bilinear_100 0.262σ 1.57σ 1.63σ 0.883σ 1.33σ
TestMisc_test_bilinear_100000 1.18σ 0.376σ 0.724σ 0.823σ 0.414σ
TestMisc_test_bilinear_nlcontext_100 0.338σ 0.255σ 0.462σ 0.64σ 0.559σ
TestMisc_test_bilinear_nlcontext_100000 1.21σ 0.36σ 1.71σ 0.421σ 1.55σ
TestMisc_test_diag_quicksum_100 1.16σ 1.09σ 0.904σ 0.412σ 0.715σ
TestMisc_test_diag_quicksum_100000 1.36σ 1.53σ 1.63σ 0.792σ 0.346σ
TestMisc_test_diag_sum_100 1.02σ 1.02σ 1.26σ 1.71σ 1.52σ
TestMisc_test_diag_sum_100000 1.44σ 1.62σ 1.96σ 1.76σ 1.63σ
TestMisc_test_pmedian_quicksum_test4 1.96σ 1.66σ 1.4σ 1.57σ 1.74σ
TestMisc_test_pmedian_quicksum_test8 0.966σ 0.505σ 0.631σ 0.875σ 0.848σ
TestMisc_test_pmedian_sum_test4 2.06σ 1.69σ 1.94σ 1.31σ 1.68σ
TestMisc_test_pmedian_sum_test8 2.1σ 0.134σ 0.0488σ 0.652σ 0.663σ
TestMisc_test_pmedian_tuple_test4 2.11σ 1.34σ 1.47σ 1.34σ 1.76σ
TestMisc_test_pmedian_tuple_test8 0.502σ 0.834σ 0.532σ 0.486σ 0.442σ
TestJump_test_clnlbean_5000 0.205σ 0.0814σ 0.518σ
TestJump_test_clnlbean_50000 1.24σ 0.262σ 0.169σ
TestJump_test_facility_25 0.218σ 0.451σ 0.941σ 0.359σ 0.408σ
TestJump_test_facility_5 1.52σ 1.05σ 1.85σ 1.1σ 0.723σ
TestJump_test_facility_quicksum_25 1.94σ 1.11σ 0.263σ 0.246σ 0.0515σ
TestJump_test_facility_quicksum_5 0.303σ 0.46σ 0.441σ 0.31σ 0.202σ
TestJump_test_lqcp_10 0.672σ 1.49σ 1.07σ 0.854σ 0.589σ
TestJump_test_lqcp_500 0.717σ 0.647σ 0.509σ 0.792σ 0.718σ
TestJump_test_lqcp_quicksum_10 1.42σ 0.834σ 1.19σ 1.61σ 1.64σ
TestJump_test_lqcp_quicksum_500 0.824σ 0.234σ 0.294σ 0.599σ 0.28σ
TestJump_test_opf_662 0.0792σ 0.252σ 0.217σ
TestJump_test_opf_6620 0.416σ 0.239σ 0.818σ
TestJump_test_opf_quicksum_662 0.252σ 0.355σ 0.257σ
TestJump_test_opf_quicksum_6620 0.542σ 0.242σ 0.816σ
TestDevel_test_issue_691 1.0σ 0.455σ 0.209σ 0.108σ 0.0938σ
TestModels_test_dcopf_case2383wp 0.537σ 0.772σ 0.595σ 0.789σ 0.649σ
TestModels_test_uc_20140901_expected 0.462σ 0.361σ 0.126σ 0.434σ 0.361σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 1.09σ 0.451σ 1.44σ
TestMisc_test_bilinear_100 0.617σ 2.12σ 1.46σ 2.0σ 1.5σ
TestMisc_test_bilinear_100000 0.484σ 0.345σ 0.703σ 0.0917σ 0.195σ
TestMisc_test_bilinear_nlcontext_100 1.88σ 1.59σ 1.72σ 1.25σ 1.57σ
TestMisc_test_bilinear_nlcontext_100000 0.651σ 0.257σ 0.219σ 0.0818σ 0.434σ
TestMisc_test_diag_quicksum_100 0.947σ 1.78σ 0.83σ 1.8σ 1.71σ
TestMisc_test_diag_quicksum_100000 0.174σ 0.101σ 0.0873σ 0.343σ 0.458σ
TestMisc_test_diag_sum_100 1.28σ 1.79σ 1.16σ 1.86σ 1.35σ
TestMisc_test_diag_sum_100000 0.163σ 0.0801σ 0.0777σ 0.0556σ 0.338σ
TestMisc_test_pmedian_quicksum_test4 0.653σ 1.19σ 0.604σ 0.284σ 0.467σ
TestMisc_test_pmedian_quicksum_test8 0.201σ 0.167σ 0.249σ 0.2σ 0.199σ
TestMisc_test_pmedian_sum_test4 0.895σ 1.33σ 0.684σ 0.898σ 0.607σ
TestMisc_test_pmedian_sum_test8 0.265σ 0.0518σ 0.209σ 0.366σ 0.17σ
TestMisc_test_pmedian_tuple_test4 1.36σ 0.851σ 0.0448σ 1.05σ 0.328σ
TestMisc_test_pmedian_tuple_test8 0.216σ 0.134σ 0.209σ 0.163σ 0.228σ
TestJump_test_clnlbean_5000 0.158σ 0.94σ 1.03σ
TestJump_test_clnlbean_50000 0.428σ 1.59σ 0.364σ
TestJump_test_facility_25 0.321σ 1.46σ 0.267σ 0.158σ 0.0765σ
TestJump_test_facility_5 0.0605σ 0.131σ 0.15σ 0.0203σ 0.146σ
TestJump_test_facility_quicksum_25 0.0402σ 0.206σ 0.229σ 0.0494σ 0.624σ
TestJump_test_facility_quicksum_5 0.528σ 0.976σ 1.22σ 0.789σ 0.859σ
TestJump_test_lqcp_10 0.906σ 1.09σ 1.74σ 1.32σ 1.46σ
TestJump_test_lqcp_500 0.761σ 0.961σ 0.629σ 0.0907σ 0.513σ
TestJump_test_lqcp_quicksum_10 0.18σ 1.34σ 1.38σ 1.59σ 0.645σ
TestJump_test_lqcp_quicksum_500 0.333σ 0.84σ 0.994σ 0.145σ 0.435σ
TestJump_test_opf_662 0.34σ 0.66σ 0.932σ
TestJump_test_opf_6620 0.684σ 0.893σ 0.224σ
TestJump_test_opf_quicksum_662 0.49σ 0.572σ 1.25σ
TestJump_test_opf_quicksum_6620 1.3σ 0.123σ 0.182σ
TestDevel_test_issue_691 0.237σ 0.04σ 0.0168σ 0.0464σ 0.0683σ
TestModels_test_dcopf_case2383wp 1.16σ 1.1σ 1.57σ 1.37σ 0.466σ
TestModels_test_uc_20140901_expected 0.536σ 0.622σ 0.765σ 0.362σ 0.596σ