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: Nov-12-2025 10:50

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.283σ 0.283σ 0.283σ
TestMisc_test_bilinear_100 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestMisc_test_bilinear_100000 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestMisc_test_bilinear_nlcontext_100 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestMisc_test_bilinear_nlcontext_100000 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestMisc_test_diag_quicksum_100 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestMisc_test_diag_quicksum_100000 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestMisc_test_diag_sum_100 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestMisc_test_diag_sum_100000 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestMisc_test_pmedian_quicksum_test4 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestMisc_test_pmedian_quicksum_test8 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestMisc_test_pmedian_sum_test4 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestMisc_test_pmedian_sum_test8 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestMisc_test_pmedian_tuple_test4 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestMisc_test_pmedian_tuple_test8 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestJump_test_clnlbean_5000 0.283σ 0.283σ 0.283σ
TestJump_test_clnlbean_50000 0.283σ 0.283σ 0.283σ
TestJump_test_facility_25 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestJump_test_facility_5 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestJump_test_facility_quicksum_25 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestJump_test_facility_quicksum_5 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestJump_test_lqcp_10 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestJump_test_lqcp_500 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestJump_test_lqcp_quicksum_10 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestJump_test_lqcp_quicksum_500 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestJump_test_opf_662 0.283σ 0.283σ 0.283σ
TestJump_test_opf_6620 0.283σ 0.283σ 0.283σ
TestJump_test_opf_quicksum_662 0.283σ 0.283σ 0.283σ
TestJump_test_opf_quicksum_6620 0.283σ 0.283σ 0.283σ
TestDevel_test_issue_691 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestModels_test_dcopf_case2383wp 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestModels_test_uc_20140901_expected 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.174σ 0.109σ 0.0686σ
TestMisc_test_bilinear_100 0.0504σ 0.35σ 0.227σ 0.301σ 0.305σ
TestMisc_test_bilinear_100000 0.239σ 0.0795σ 0.0355σ 0.0317σ 0.0559σ
TestMisc_test_bilinear_nlcontext_100 0.584σ 0.187σ 0.373σ 0.39σ 0.32σ
TestMisc_test_bilinear_nlcontext_100000 0.755σ 0.126σ 0.0299σ 0.0544σ 0.0465σ
TestMisc_test_diag_quicksum_100 0.426σ 0.219σ 0.471σ 0.459σ 0.547σ
TestMisc_test_diag_quicksum_100000 0.134σ 0.105σ -0.0107σ 0.141σ 0.0636σ
TestMisc_test_diag_sum_100 0.215σ 0.214σ 0.315σ 0.201σ 0.135σ
TestMisc_test_diag_sum_100000 0.182σ 0.254σ 0.0216σ 0.132σ 0.158σ
TestMisc_test_pmedian_quicksum_test4 0.337σ 0.113σ 0.0461σ 0.213σ 0.138σ
TestMisc_test_pmedian_quicksum_test8 0.359σ 0.0878σ 0.0377σ 0.185σ 0.202σ
TestMisc_test_pmedian_sum_test4 0.0925σ 0.0868σ 0.00882σ 0.18σ -0.0271σ
TestMisc_test_pmedian_sum_test8 0.121σ 0.0817σ 0.0907σ 0.215σ -0.0352σ
TestMisc_test_pmedian_tuple_test4 0.2σ 0.0525σ 0.134σ 0.18σ 0.0779σ
TestMisc_test_pmedian_tuple_test8 0.261σ 0.128σ 0.0481σ 0.271σ 0.0492σ
TestJump_test_clnlbean_5000 0.361σ 0.0287σ -0.0302σ
TestJump_test_clnlbean_50000 0.289σ 0.0729σ 0.0217σ
TestJump_test_facility_25 0.0929σ 0.055σ 0.0939σ 0.234σ -0.0829σ
TestJump_test_facility_5 0.0445σ 0.142σ 0.144σ 0.184σ 0.134σ
TestJump_test_facility_quicksum_25 0.18σ 0.223σ 0.0594σ 0.145σ 0.0247σ
TestJump_test_facility_quicksum_5 0.0524σ 0.24σ 0.358σ 0.146σ 0.0106σ
TestJump_test_lqcp_10 0.227σ 0.298σ 0.256σ 0.29σ 0.432σ
TestJump_test_lqcp_500 0.422σ 0.221σ 0.0969σ 0.0654σ 0.0437σ
TestJump_test_lqcp_quicksum_10 0.181σ 0.584σ 0.723σ 0.398σ 0.294σ
TestJump_test_lqcp_quicksum_500 0.61σ 0.223σ 0.109σ 0.155σ 0.0314σ
TestJump_test_opf_662 0.165σ 0.0768σ 0.0169σ
TestJump_test_opf_6620 0.567σ 0.202σ -0.021σ
TestJump_test_opf_quicksum_662 0.113σ 0.0393σ 0.00375σ
TestJump_test_opf_quicksum_6620 0.365σ 0.175σ -0.0134σ
TestDevel_test_issue_691 1.03σ 0.188σ 0.132σ 0.501σ 0.325σ
TestModels_test_dcopf_case2383wp 0.452σ 0.207σ 0.0494σ 0.0853σ 0.108σ
TestModels_test_uc_20140901_expected 0.374σ 0.131σ 0.197σ 0.308σ 0.00186σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.191σ 0.395σ 0.411σ
TestMisc_test_bilinear_100 0.263σ 0.344σ 0.546σ 0.772σ 0.535σ
TestMisc_test_bilinear_100000 1.15σ 0.125σ 0.137σ 0.266σ 0.211σ
TestMisc_test_bilinear_nlcontext_100 0.471σ 0.579σ 0.458σ 0.204σ 0.173σ
TestMisc_test_bilinear_nlcontext_100000 0.329σ 0.257σ 0.174σ 0.212σ 0.0741σ
TestMisc_test_diag_quicksum_100 0.327σ 0.681σ 0.337σ 0.769σ 0.45σ
TestMisc_test_diag_quicksum_100000 0.59σ 0.252σ 0.11σ 0.0619σ 0.162σ
TestMisc_test_diag_sum_100 0.546σ 0.523σ 0.459σ 0.731σ 0.581σ
TestMisc_test_diag_sum_100000 0.212σ 0.583σ 0.203σ 0.0782σ 0.101σ
TestMisc_test_pmedian_quicksum_test4 0.242σ 0.398σ 0.338σ 0.148σ 0.267σ
TestMisc_test_pmedian_quicksum_test8 0.343σ 0.5σ 0.39σ 0.209σ 0.352σ
TestMisc_test_pmedian_sum_test4 0.255σ 0.234σ 0.319σ 0.0623σ 0.193σ
TestMisc_test_pmedian_sum_test8 0.37σ 0.664σ 0.304σ 0.133σ 0.469σ
TestMisc_test_pmedian_tuple_test4 0.188σ 0.38σ 0.409σ 0.109σ 0.268σ
TestMisc_test_pmedian_tuple_test8 0.173σ 0.653σ 0.369σ 0.233σ 0.284σ
TestJump_test_clnlbean_5000 0.111σ 0.21σ 0.0799σ
TestJump_test_clnlbean_50000 0.15σ 0.124σ 0.107σ
TestJump_test_facility_25 0.225σ 0.178σ 0.131σ 0.174σ 0.145σ
TestJump_test_facility_5 0.298σ 0.333σ 0.24σ 0.0631σ 0.187σ
TestJump_test_facility_quicksum_25 0.275σ 0.25σ 0.144σ 0.0123σ 0.122σ
TestJump_test_facility_quicksum_5 0.087σ 0.251σ 0.278σ 0.0799σ 0.23σ
TestJump_test_lqcp_10 0.204σ 0.673σ 0.365σ 0.397σ 0.266σ
TestJump_test_lqcp_500 0.521σ 0.084σ 0.0909σ 0.0595σ 0.102σ
TestJump_test_lqcp_quicksum_10 0.384σ 0.486σ 0.299σ 0.405σ 0.273σ
TestJump_test_lqcp_quicksum_500 0.499σ 0.123σ 0.12σ 0.0999σ 0.116σ
TestJump_test_opf_662 0.608σ 0.0665σ 0.0603σ
TestJump_test_opf_6620 0.502σ 0.0108σ 0.0344σ
TestJump_test_opf_quicksum_662 0.446σ -0.00145σ 0.127σ
TestJump_test_opf_quicksum_6620 0.268σ 0.0146σ 0.112σ
TestDevel_test_issue_691 0.61σ 0.0648σ 0.0875σ 0.222σ 0.15σ
TestModels_test_dcopf_case2383wp 0.207σ 0.136σ 0.134σ 0.0234σ 0.0401σ
TestModels_test_uc_20140901_expected 0.215σ 0.385σ 0.149σ 0.369σ 0.188σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.414σ 0.66σ 0.569σ
TestMisc_test_bilinear_100 0.246σ 0.939σ 1.14σ 0.596σ 0.651σ
TestMisc_test_bilinear_100000 0.24σ 0.348σ 0.241σ 0.256σ 0.132σ
TestMisc_test_bilinear_nlcontext_100 0.533σ 0.481σ 0.453σ 1.56σ 0.926σ
TestMisc_test_bilinear_nlcontext_100000 0.913σ 0.512σ 0.419σ 0.409σ 0.553σ
TestMisc_test_diag_quicksum_100 0.366σ 0.754σ 0.667σ 0.634σ 0.63σ
TestMisc_test_diag_quicksum_100000 0.469σ 0.175σ 0.236σ 0.359σ 0.125σ
TestMisc_test_diag_sum_100 0.167σ 0.441σ 0.866σ 0.524σ 0.484σ
TestMisc_test_diag_sum_100000 0.923σ 0.147σ 0.437σ 0.426σ 0.122σ
TestMisc_test_pmedian_quicksum_test4 0.392σ 0.26σ 0.442σ 0.377σ 0.295σ
TestMisc_test_pmedian_quicksum_test8 0.426σ 0.565σ 0.405σ 0.611σ 0.225σ
TestMisc_test_pmedian_sum_test4 0.288σ 0.897σ 0.352σ 0.349σ 0.401σ
TestMisc_test_pmedian_sum_test8 0.235σ 0.51σ 0.553σ 0.519σ 0.423σ
TestMisc_test_pmedian_tuple_test4 0.0483σ 0.0958σ 0.115σ 0.174σ 0.153σ
TestMisc_test_pmedian_tuple_test8 0.406σ 0.496σ 0.202σ 0.437σ 0.237σ
TestJump_test_clnlbean_5000 0.441σ 0.22σ 0.322σ
TestJump_test_clnlbean_50000 0.631σ 0.0976σ 0.209σ
TestJump_test_facility_25 0.782σ 0.0895σ 0.147σ 0.175σ 0.128σ
TestJump_test_facility_5 0.638σ 0.0541σ 0.101σ 0.429σ 0.239σ
TestJump_test_facility_quicksum_25 0.746σ 0.0868σ 0.111σ 0.338σ 0.221σ
TestJump_test_facility_quicksum_5 0.486σ 0.114σ 0.251σ 0.333σ 0.251σ
TestJump_test_lqcp_10 0.326σ 0.66σ 0.755σ 0.468σ 0.212σ
TestJump_test_lqcp_500 0.568σ 0.213σ 0.00987σ 0.139σ 0.0708σ
TestJump_test_lqcp_quicksum_10 0.464σ 0.132σ 0.393σ 0.317σ -0.0371σ
TestJump_test_lqcp_quicksum_500 0.637σ 0.185σ 0.0679σ 0.103σ 0.0248σ
TestJump_test_opf_662 0.452σ 0.349σ 0.316σ
TestJump_test_opf_6620 0.553σ 0.226σ 0.358σ
TestJump_test_opf_quicksum_662 0.717σ 0.298σ 0.267σ
TestJump_test_opf_quicksum_6620 0.724σ 0.355σ 0.349σ
TestDevel_test_issue_691 0.0854σ -0.0385σ -0.0792σ 0.109σ 0.182σ
TestModels_test_dcopf_case2383wp 0.329σ 0.0983σ 0.267σ 0.683σ 0.239σ
TestModels_test_uc_20140901_expected 0.13σ 0.344σ 0.207σ 0.549σ 0.297σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.154σ 0.138σ 0.0722σ
TestMisc_test_bilinear_100 0.0556σ 0.162σ 0.11σ 0.286σ 0.163σ
TestMisc_test_bilinear_100000 0.0386σ -0.0185σ 0.0967σ 0.0307σ 0.0113σ
TestMisc_test_bilinear_nlcontext_100 0.237σ 0.55σ 1.01σ 0.534σ 0.304σ
TestMisc_test_bilinear_nlcontext_100000 0.337σ -0.0181σ 0.111σ -0.00456σ -0.0113σ
TestMisc_test_diag_quicksum_100 0.482σ 0.881σ 0.95σ 0.788σ 0.245σ
TestMisc_test_diag_quicksum_100000 0.408σ 0.0143σ 0.0631σ 0.0414σ 0.0241σ
TestMisc_test_diag_sum_100 0.214σ 0.79σ 0.945σ 0.671σ 0.809σ
TestMisc_test_diag_sum_100000 0.551σ -0.0265σ -0.00829σ 0.0473σ -0.0592σ
TestMisc_test_pmedian_quicksum_test4 0.0308σ -0.0829σ 0.00795σ 0.152σ -0.00422σ
TestMisc_test_pmedian_quicksum_test8 -0.0252σ 0.0821σ 0.0427σ 0.228σ 0.083σ
TestMisc_test_pmedian_sum_test4 0.152σ -0.0395σ 0.149σ 0.123σ 0.00207σ
TestMisc_test_pmedian_sum_test8 0.0568σ 0.0772σ 0.0885σ 0.198σ 0.0439σ
TestMisc_test_pmedian_tuple_test4 0.165σ 0.0327σ 0.0416σ 0.0644σ 0.0519σ
TestMisc_test_pmedian_tuple_test8 0.11σ 0.0868σ 0.185σ 0.311σ 0.109σ
TestJump_test_clnlbean_5000 0.179σ 0.17σ -0.0745σ
TestJump_test_clnlbean_50000 -0.0295σ -0.0279σ -0.146σ
TestJump_test_facility_25 0.143σ 0.0649σ 0.103σ 0.0823σ 0.0316σ
TestJump_test_facility_5 0.0551σ 0.284σ 0.111σ 0.0203σ 0.137σ
TestJump_test_facility_quicksum_25 0.135σ 0.0139σ 0.0271σ -0.0382σ 0.0333σ
TestJump_test_facility_quicksum_5 0.0499σ -0.111σ 0.049σ -0.0187σ 0.0139σ
TestJump_test_lqcp_10 0.0369σ 0.171σ 0.271σ 0.116σ 0.0934σ
TestJump_test_lqcp_500 0.195σ -0.0351σ -0.00909σ 0.013σ 0.0463σ
TestJump_test_lqcp_quicksum_10 0.152σ 0.159σ 0.128σ 0.563σ 0.289σ
TestJump_test_lqcp_quicksum_500 0.319σ -0.0431σ -0.0351σ 0.00684σ 0.0908σ
TestJump_test_opf_662 0.435σ 0.147σ -0.00899σ
TestJump_test_opf_6620 0.413σ -0.0035σ -0.0566σ
TestJump_test_opf_quicksum_662 0.582σ -0.0611σ -0.0725σ
TestJump_test_opf_quicksum_6620 0.479σ 0.0172σ -0.0265σ
TestDevel_test_issue_691 0.00971σ 0.114σ 0.12σ 0.036σ 0.0326σ
TestModels_test_dcopf_case2383wp 0.481σ 1.27σ 0.0554σ -0.000547σ 0.0204σ
TestModels_test_uc_20140901_expected 0.097σ 0.111σ 0.0539σ 0.0502σ 0.172σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.283σ 0.283σ 0.283σ
TestMisc_test_bilinear_100 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestMisc_test_bilinear_100000 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestMisc_test_bilinear_nlcontext_100 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestMisc_test_bilinear_nlcontext_100000 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestMisc_test_diag_quicksum_100 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestMisc_test_diag_quicksum_100000 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestMisc_test_diag_sum_100 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestMisc_test_diag_sum_100000 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestMisc_test_pmedian_quicksum_test4 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestMisc_test_pmedian_quicksum_test8 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestMisc_test_pmedian_sum_test4 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestMisc_test_pmedian_sum_test8 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestMisc_test_pmedian_tuple_test4 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestMisc_test_pmedian_tuple_test8 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestJump_test_clnlbean_5000 0.283σ 0.283σ 0.283σ
TestJump_test_clnlbean_50000 0.283σ 0.283σ 0.283σ
TestJump_test_facility_25 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestJump_test_facility_5 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestJump_test_facility_quicksum_25 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestJump_test_facility_quicksum_5 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestJump_test_lqcp_10 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestJump_test_lqcp_500 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestJump_test_lqcp_quicksum_10 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestJump_test_lqcp_quicksum_500 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestJump_test_opf_662 0.283σ 0.283σ 0.283σ
TestJump_test_opf_6620 0.283σ 0.283σ 0.283σ
TestJump_test_opf_quicksum_662 0.283σ 0.283σ 0.283σ
TestJump_test_opf_quicksum_6620 0.283σ 0.283σ 0.283σ
TestDevel_test_issue_691 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestModels_test_dcopf_case2383wp 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ
TestModels_test_uc_20140901_expected 0.283σ 0.283σ 0.283σ 0.283σ 0.283σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.326σ 0.13σ 0.243σ
TestMisc_test_bilinear_100 0.263σ 0.343σ 0.586σ 0.296σ 0.435σ
TestMisc_test_bilinear_100000 0.613σ 0.29σ 0.0513σ 0.0369σ -0.0847σ
TestMisc_test_bilinear_nlcontext_100 0.0621σ 0.497σ 0.537σ 0.703σ 0.413σ
TestMisc_test_bilinear_nlcontext_100000 0.687σ 0.293σ 0.326σ 0.00291σ -0.0125σ
TestMisc_test_diag_quicksum_100 0.403σ 0.948σ 0.604σ 1.26σ 0.75σ
TestMisc_test_diag_quicksum_100000 0.975σ 0.11σ 0.141σ 0.294σ 0.163σ
TestMisc_test_diag_sum_100 0.503σ 0.535σ 0.691σ 0.7σ 0.729σ
TestMisc_test_diag_sum_100000 0.758σ 0.323σ 0.2σ 0.193σ 0.205σ
TestMisc_test_pmedian_quicksum_test4 0.21σ 0.0197σ 0.0224σ 0.0828σ 0.0484σ
TestMisc_test_pmedian_quicksum_test8 0.111σ 0.081σ 0.124σ 0.249σ 0.296σ
TestMisc_test_pmedian_sum_test4 0.481σ 0.44σ 1.61σ 0.219σ 0.33σ
TestMisc_test_pmedian_sum_test8 0.0798σ 0.108σ 0.099σ 0.435σ 0.291σ
TestMisc_test_pmedian_tuple_test4 0.276σ 0.0276σ 1.17σ 0.213σ 0.183σ
TestMisc_test_pmedian_tuple_test8 0.293σ 0.132σ 0.107σ 0.33σ 0.274σ
TestJump_test_clnlbean_5000 0.398σ -0.0057σ 0.0506σ
TestJump_test_clnlbean_50000 0.489σ 0.0613σ 0.0845σ
TestJump_test_facility_25 0.076σ 0.129σ -0.00379σ 0.0176σ 0.111σ
TestJump_test_facility_5 0.0911σ 0.0571σ 0.107σ 0.158σ 0.136σ
TestJump_test_facility_quicksum_25 0.0998σ 0.105σ 0.0429σ 0.00198σ 0.144σ
TestJump_test_facility_quicksum_5 0.227σ 0.0927σ 0.145σ 0.361σ 0.222σ
TestJump_test_lqcp_10 0.294σ 0.513σ 0.582σ 0.708σ 0.482σ
TestJump_test_lqcp_500 0.176σ 0.0742σ 0.0393σ 0.044σ 0.0851σ
TestJump_test_lqcp_quicksum_10 0.174σ 0.489σ 0.457σ 0.31σ 0.248σ
TestJump_test_lqcp_quicksum_500 0.0984σ 0.218σ 0.00919σ -0.0728σ 0.0633σ
TestJump_test_opf_662 0.0455σ 0.171σ 0.18σ
TestJump_test_opf_6620 0.259σ 0.245σ 0.087σ
TestJump_test_opf_quicksum_662 0.171σ 0.0868σ 0.195σ
TestJump_test_opf_quicksum_6620 0.157σ 0.0479σ 0.0337σ
TestDevel_test_issue_691 0.315σ 0.318σ 0.348σ 0.283σ 0.201σ
TestModels_test_dcopf_case2383wp 0.0225σ 0.156σ 0.17σ 0.264σ 0.0895σ
TestModels_test_uc_20140901_expected 0.321σ 0.104σ 0.111σ 0.053σ 0.0379σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.145σ 0.126σ 0.0534σ
TestMisc_test_bilinear_100 0.146σ 0.174σ 0.305σ 0.185σ 0.173σ
TestMisc_test_bilinear_100000 0.199σ 0.178σ 0.121σ 0.183σ 0.0661σ
TestMisc_test_bilinear_nlcontext_100 0.0978σ 0.126σ 0.249σ 0.283σ 0.233σ
TestMisc_test_bilinear_nlcontext_100000 0.861σ 0.251σ 0.125σ 0.0843σ 0.116σ
TestMisc_test_diag_quicksum_100 0.763σ 0.431σ 0.226σ 0.334σ 0.492σ
TestMisc_test_diag_quicksum_100000 1.51σ 0.952σ 0.496σ 0.198σ 0.0928σ
TestMisc_test_diag_sum_100 0.67σ 0.527σ 0.374σ 0.288σ 0.352σ
TestMisc_test_diag_sum_100000 0.188σ 0.187σ 0.188σ 0.198σ 0.186σ
TestMisc_test_pmedian_quicksum_test4 0.158σ 0.369σ 0.0582σ -0.000594σ 0.0865σ
TestMisc_test_pmedian_quicksum_test8 0.0509σ 0.328σ 0.224σ 0.152σ 0.245σ
TestMisc_test_pmedian_sum_test4 0.035σ 0.836σ 0.0867σ 0.0207σ 0.302σ
TestMisc_test_pmedian_sum_test8 0.244σ 0.441σ 0.162σ 0.0511σ 0.335σ
TestMisc_test_pmedian_tuple_test4 0.151σ 0.196σ 0.159σ 0.024σ 0.204σ
TestMisc_test_pmedian_tuple_test8 0.0849σ 0.425σ 0.384σ 0.291σ 0.325σ
TestJump_test_clnlbean_5000 0.00841σ 0.231σ 0.102σ
TestJump_test_clnlbean_50000 0.00512σ 0.21σ 0.311σ
TestJump_test_facility_25 -0.0395σ 0.468σ -0.0511σ 0.0664σ 0.142σ
TestJump_test_facility_5 0.0724σ 0.306σ 0.0273σ 0.131σ 0.106σ
TestJump_test_facility_quicksum_25 -0.00374σ 0.0949σ 0.0257σ 0.0347σ 0.124σ
TestJump_test_facility_quicksum_5 0.126σ 0.308σ 0.166σ 0.0647σ 0.0444σ
TestJump_test_lqcp_10 0.152σ 0.258σ 0.437σ 0.321σ 0.353σ
TestJump_test_lqcp_500 0.00982σ 0.0238σ 0.137σ 0.138σ 0.0942σ
TestJump_test_lqcp_quicksum_10 0.273σ 0.456σ 0.585σ 0.458σ 0.26σ
TestJump_test_lqcp_quicksum_500 0.242σ 0.118σ 0.123σ 0.0394σ 0.028σ
TestJump_test_opf_662 0.21σ 0.0271σ 0.0687σ
TestJump_test_opf_6620 0.174σ 0.0591σ 0.169σ
TestJump_test_opf_quicksum_662 0.35σ 0.0847σ 0.0906σ
TestJump_test_opf_quicksum_6620 0.262σ 0.0678σ 0.201σ
TestDevel_test_issue_691 0.725σ 0.0354σ 0.0425σ 0.0982σ 0.0829σ
TestModels_test_dcopf_case2383wp 0.0965σ 0.154σ 0.0606σ 0.119σ 0.281σ
TestModels_test_uc_20140901_expected 0.159σ 0.243σ 0.178σ 0.227σ 0.441σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.592σ 0.757σ 0.404σ
TestMisc_test_bilinear_100 0.476σ 1.2σ 1.68σ 0.846σ 0.896σ
TestMisc_test_bilinear_100000 1.14σ 0.312σ 0.509σ 0.317σ 0.404σ
TestMisc_test_bilinear_nlcontext_100 1.73σ 0.963σ 1.17σ 1.21σ 1.18σ
TestMisc_test_bilinear_nlcontext_100000 0.803σ 0.361σ 0.425σ 0.127σ 0.364σ
TestMisc_test_diag_quicksum_100 0.56σ 0.401σ 0.93σ 0.531σ 1.03σ
TestMisc_test_diag_quicksum_100000 0.494σ 0.205σ 0.323σ 0.495σ 0.702σ
TestMisc_test_diag_sum_100 0.414σ 0.645σ 1.24σ 1.15σ 1.07σ
TestMisc_test_diag_sum_100000 1.14σ 0.261σ 0.272σ 0.41σ 0.609σ
TestMisc_test_pmedian_quicksum_test4 0.446σ 0.367σ 0.269σ 0.124σ 0.7σ
TestMisc_test_pmedian_quicksum_test8 0.635σ 0.762σ 0.385σ 0.339σ 0.583σ
TestMisc_test_pmedian_sum_test4 0.167σ 0.202σ 0.164σ 0.171σ 0.318σ
TestMisc_test_pmedian_sum_test8 0.194σ 0.485σ 0.684σ 0.369σ 0.659σ
TestMisc_test_pmedian_tuple_test4 0.178σ 0.121σ 0.104σ 0.161σ 0.227σ
TestMisc_test_pmedian_tuple_test8 0.246σ 0.448σ 0.164σ 0.328σ 0.593σ
TestJump_test_clnlbean_5000 0.453σ 0.834σ 0.867σ
TestJump_test_clnlbean_50000 0.551σ 0.19σ 0.237σ
TestJump_test_facility_25 0.175σ 0.167σ 0.0043σ 0.25σ 0.212σ
TestJump_test_facility_5 0.234σ -0.0354σ -0.00693σ 0.286σ 0.276σ
TestJump_test_facility_quicksum_25 0.302σ 0.188σ 0.275σ 0.165σ 0.162σ
TestJump_test_facility_quicksum_5 0.162σ 0.0621σ -0.0363σ 0.27σ 0.234σ
TestJump_test_lqcp_10 0.435σ 0.476σ 0.521σ 0.582σ 0.245σ
TestJump_test_lqcp_500 0.763σ 0.23σ 0.0215σ 0.0308σ 0.146σ
TestJump_test_lqcp_quicksum_10 0.404σ 0.15σ 0.519σ 0.486σ 0.472σ
TestJump_test_lqcp_quicksum_500 0.329σ 0.148σ 0.00174σ 0.0892σ 0.142σ
TestJump_test_opf_662 0.362σ 0.0612σ 0.36σ
TestJump_test_opf_6620 0.629σ 0.103σ 0.289σ
TestJump_test_opf_quicksum_662 0.532σ 0.155σ 0.288σ
TestJump_test_opf_quicksum_6620 0.723σ 0.11σ 0.268σ
TestDevel_test_issue_691 0.184σ 0.0122σ -0.0386σ 0.2σ 0.376σ
TestModels_test_dcopf_case2383wp 0.494σ 0.178σ 0.24σ 0.284σ 0.418σ
TestModels_test_uc_20140901_expected 0.354σ 0.414σ 0.142σ 0.302σ 0.328σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 1.95σ 0.446σ 0.194σ
TestMisc_test_bilinear_100 0.415σ 1.08σ 0.664σ 0.607σ 1.04σ
TestMisc_test_bilinear_100000 0.0765σ 0.0131σ 0.0949σ 0.798σ 0.175σ
TestMisc_test_bilinear_nlcontext_100 0.352σ 1.27σ 1.23σ 0.09σ 0.548σ
TestMisc_test_bilinear_nlcontext_100000 0.483σ 0.0714σ 0.0472σ 0.0474σ 0.0367σ
TestMisc_test_diag_quicksum_100 0.537σ 0.692σ 0.811σ 0.714σ 0.531σ
TestMisc_test_diag_quicksum_100000 0.68σ -0.0385σ 0.0113σ -0.00998σ 0.0843σ
TestMisc_test_diag_sum_100 0.0609σ 0.32σ 0.609σ 0.419σ 0.541σ
TestMisc_test_diag_sum_100000 0.0973σ -0.0174σ -0.0165σ -0.000138σ 0.0118σ
TestMisc_test_pmedian_quicksum_test4 -0.0203σ -0.0082σ -0.034σ -0.0131σ -0.00314σ
TestMisc_test_pmedian_quicksum_test8 0.16σ 0.448σ 0.264σ 0.151σ -0.0559σ
TestMisc_test_pmedian_sum_test4 0.224σ 0.0837σ 0.149σ 0.147σ -0.0298σ
TestMisc_test_pmedian_sum_test8 0.0907σ 0.288σ 0.24σ 0.135σ 0.0287σ
TestMisc_test_pmedian_tuple_test4 0.0808σ 0.0828σ 0.0512σ 0.0584σ -0.000258σ
TestMisc_test_pmedian_tuple_test8 0.14σ 0.308σ 0.214σ 0.243σ 0.0169σ
TestJump_test_clnlbean_5000 -0.0824σ 0.0601σ -0.000567σ
TestJump_test_clnlbean_50000 0.0441σ -0.0493σ 0.0978σ
TestJump_test_facility_25 0.0297σ 0.115σ -0.0388σ 0.228σ 0.0701σ
TestJump_test_facility_5 0.0292σ 0.141σ 0.218σ 0.117σ 0.0306σ
TestJump_test_facility_quicksum_25 0.21σ 0.135σ -0.0381σ 0.389σ 0.021σ
TestJump_test_facility_quicksum_5 0.222σ 0.0879σ -0.0642σ 0.149σ 1.42σ
TestJump_test_lqcp_10 0.18σ 0.593σ 0.21σ -0.0307σ 0.299σ
TestJump_test_lqcp_500 0.0618σ 0.024σ 0.0535σ 0.072σ 0.335σ
TestJump_test_lqcp_quicksum_10 -0.117σ 0.331σ 0.622σ 0.368σ 0.47σ
TestJump_test_lqcp_quicksum_500 0.0408σ 0.0547σ -0.00404σ 0.0637σ 0.127σ
TestJump_test_opf_662 0.227σ 0.0388σ 0.0748σ
TestJump_test_opf_6620 0.277σ 0.0139σ 0.129σ
TestJump_test_opf_quicksum_662 0.148σ 0.0472σ 0.033σ
TestJump_test_opf_quicksum_6620 0.045σ 0.171σ 0.113σ
TestDevel_test_issue_691 0.339σ 0.0674σ 0.122σ 0.0584σ 0.279σ
TestModels_test_dcopf_case2383wp 0.439σ 0.164σ -0.0572σ 0.0976σ 0.0953σ
TestModels_test_uc_20140901_expected 0.0261σ 0.0855σ 0.0221σ 0.123σ 0.0676σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.75σ 0.442σ 0.306σ
TestMisc_test_bilinear_100 0.305σ 1.59σ 1.71σ 0.863σ 1.31σ
TestMisc_test_bilinear_100000 0.79σ 0.355σ 0.301σ 0.822σ 0.56σ
TestMisc_test_bilinear_nlcontext_100 0.415σ 0.275σ 0.494σ 0.678σ 0.6σ
TestMisc_test_bilinear_nlcontext_100000 1.28σ 0.411σ 1.77σ 0.469σ 1.68σ
TestMisc_test_diag_quicksum_100 1.19σ 1.38σ 1.02σ 0.695σ 0.684σ
TestMisc_test_diag_quicksum_100000 1.46σ 1.7σ 1.86σ 0.907σ 0.253σ
TestMisc_test_diag_sum_100 0.667σ 0.698σ 1.11σ 1.7σ 1.49σ
TestMisc_test_diag_sum_100000 1.51σ 1.82σ 2.04σ 1.93σ 1.73σ
TestMisc_test_pmedian_quicksum_test4 2.31σ 2.08σ 1.46σ 1.83σ 1.86σ
TestMisc_test_pmedian_quicksum_test8 1.07σ 0.452σ 0.881σ 0.808σ 0.783σ
TestMisc_test_pmedian_sum_test4 2.2σ 1.62σ 2.04σ 1.38σ 1.79σ
TestMisc_test_pmedian_sum_test8 2.3σ 0.143σ 0.123σ 0.621σ 0.585σ
TestMisc_test_pmedian_tuple_test4 2.23σ 1.37σ 1.53σ 1.43σ 1.83σ
TestMisc_test_pmedian_tuple_test8 0.546σ 0.705σ 0.455σ 0.649σ 0.463σ
TestJump_test_clnlbean_5000 0.276σ 0.128σ 0.74σ
TestJump_test_clnlbean_50000 1.45σ 0.432σ 0.284σ
TestJump_test_facility_25 0.224σ 0.162σ 0.226σ 0.439σ 0.5σ
TestJump_test_facility_5 1.72σ 0.968σ 2.11σ 1.27σ 0.941σ
TestJump_test_facility_quicksum_25 2.08σ 1.1σ 0.549σ 0.282σ 0.1σ
TestJump_test_facility_quicksum_5 0.386σ 0.493σ 0.472σ 0.361σ 0.29σ
TestJump_test_lqcp_10 0.866σ 1.54σ 1.11σ 0.989σ 0.67σ
TestJump_test_lqcp_500 0.651σ 0.68σ 0.504σ 0.874σ 0.713σ
TestJump_test_lqcp_quicksum_10 1.42σ 0.829σ 1.29σ 1.68σ 1.69σ
TestJump_test_lqcp_quicksum_500 0.96σ 0.264σ 0.413σ 0.771σ 0.291σ
TestJump_test_opf_662 0.0852σ 0.269σ 0.232σ
TestJump_test_opf_6620 0.44σ 0.255σ 0.969σ
TestJump_test_opf_quicksum_662 0.271σ 0.379σ 0.371σ
TestJump_test_opf_quicksum_6620 0.547σ 0.244σ 0.967σ
TestDevel_test_issue_691 1.07σ 0.289σ 0.198σ 0.118σ 0.101σ
TestModels_test_dcopf_case2383wp 0.53σ 0.888σ 0.633σ 1.02σ 0.59σ
TestModels_test_uc_20140901_expected 0.481σ 0.358σ 0.132σ 0.631σ 0.511σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 1.23σ 0.487σ 1.44σ
TestMisc_test_bilinear_100 0.642σ 2.27σ 1.56σ 2.06σ 1.61σ
TestMisc_test_bilinear_100000 0.391σ 0.138σ 0.281σ 0.0985σ 0.209σ
TestMisc_test_bilinear_nlcontext_100 1.97σ 1.89σ 1.52σ 1.3σ 1.99σ
TestMisc_test_bilinear_nlcontext_100000 0.685σ 0.264σ 0.242σ 0.0881σ 0.473σ
TestMisc_test_diag_quicksum_100 0.931σ 1.83σ 1.01σ 1.85σ 1.93σ
TestMisc_test_diag_quicksum_100000 0.169σ 0.0972σ 0.0931σ 0.279σ 0.247σ
TestMisc_test_diag_sum_100 1.33σ 1.92σ 1.2σ 1.81σ 1.34σ
TestMisc_test_diag_sum_100000 0.173σ 0.0864σ 0.0837σ 0.0518σ 0.148σ
TestMisc_test_pmedian_quicksum_test4 0.682σ 1.18σ 0.567σ 0.304σ 0.5σ
TestMisc_test_pmedian_quicksum_test8 0.215σ 0.156σ 0.266σ 0.205σ 0.219σ
TestMisc_test_pmedian_sum_test4 0.214σ 0.223σ 0.106σ 0.125σ 0.114σ
TestMisc_test_pmedian_sum_test8 0.281σ 0.059σ 0.199σ 0.38σ 0.136σ
TestMisc_test_pmedian_tuple_test4 1.39σ 0.8σ 0.0484σ 1.07σ 0.334σ
TestMisc_test_pmedian_tuple_test8 0.267σ 0.132σ 0.158σ 0.169σ 0.152σ
TestJump_test_clnlbean_5000 0.17σ 0.962σ 0.968σ
TestJump_test_clnlbean_50000 0.382σ 0.56σ 0.29σ
TestJump_test_facility_25 0.342σ 1.55σ 0.288σ 0.17σ 0.149σ
TestJump_test_facility_5 0.0646σ 0.128σ 0.145σ 0.0197σ 0.164σ
TestJump_test_facility_quicksum_25 0.0391σ 0.219σ 0.131σ 0.051σ 0.485σ
TestJump_test_facility_quicksum_5 0.564σ 0.987σ 1.36σ 0.804σ 0.906σ
TestJump_test_lqcp_10 1.14σ 1.1σ 1.68σ 1.39σ 1.49σ
TestJump_test_lqcp_500 0.819σ 0.406σ 0.673σ 0.0861σ 0.471σ
TestJump_test_lqcp_quicksum_10 0.0768σ 1.21σ 1.06σ 0.88σ 0.333σ
TestJump_test_lqcp_quicksum_500 0.337σ 0.836σ 0.653σ 0.143σ 0.412σ
TestJump_test_opf_662 0.427σ 0.66σ 1.06σ
TestJump_test_opf_6620 0.716σ 0.194σ 0.186σ
TestJump_test_opf_quicksum_662 0.531σ 0.578σ 1.51σ
TestJump_test_opf_quicksum_6620 1.35σ 0.133σ 0.214σ
TestDevel_test_issue_691 0.249σ 0.0432σ 0.0176σ 0.0486σ 0.0666σ
TestModels_test_dcopf_case2383wp 0.582σ 0.166σ 0.391σ 0.286σ 0.566σ
TestModels_test_uc_20140901_expected 0.575σ 0.31σ 0.723σ 0.256σ 0.824σ