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-05-2026 11:19

Problem\Measure create_instance discretize postprocessing nl lp bar gams compile_standard_form
TestStochPDEgas_test_stochpdegas_automatic 1.98σ 1.5σ 0.573σ
TestMisc_test_bilinear_100 0.982σ 0.775σ 1.78σ 1.95σ 1.3σ
TestMisc_test_bilinear_100000 0.937σ 1.25σ 1.34σ 1.09σ 0.785σ
TestMisc_test_bilinear_nlcontext_100 1.08σ 1.11σ 1.13σ 1.05σ 1.12σ
TestMisc_test_bilinear_nlcontext_100000 1.26σ 0.794σ 0.85σ 1.0σ 0.89σ
TestMisc_test_diag_quicksum_100 1.6σ 1.34σ 1.33σ 1.56σ 1.12σ 1.2σ
TestMisc_test_diag_quicksum_100000 1.09σ 0.597σ 0.909σ 0.756σ 1.1σ 1.06σ
TestMisc_test_diag_sum_100 1.5σ 1.35σ 1.24σ 0.957σ 1.21σ 1.43σ
TestMisc_test_diag_sum_100000 0.963σ 1.27σ 1.57σ 1.67σ 1.04σ 0.899σ
TestMisc_test_pmedian_quicksum_test4 0.959σ 1.08σ 1.57σ 1.44σ 0.822σ 0.606σ
TestMisc_test_pmedian_quicksum_test8 0.84σ 1.18σ 1.03σ 1.14σ 0.664σ 1.04σ
TestMisc_test_pmedian_sum_test4 1.16σ 1.16σ 1.26σ 0.504σ 1.05σ 1.29σ
TestMisc_test_pmedian_sum_test8 0.774σ 1.16σ 1.34σ 1.34σ 1.27σ 1.06σ
TestMisc_test_pmedian_tuple_test4 0.495σ 1.56σ 1.35σ 1.8σ 1.0σ 1.47σ
TestMisc_test_pmedian_tuple_test8 1.22σ 1.14σ 0.704σ 0.877σ 0.939σ 1.29σ
TestJump_test_clnlbean_5000 0.824σ 1.4σ 0.838σ
TestJump_test_clnlbean_50000 0.658σ 1.6σ 0.99σ
TestJump_test_facility_25 0.756σ 1.25σ 1.07σ 1.44σ 1.32σ
TestJump_test_facility_5 0.873σ 0.904σ 1.94σ 1.16σ 0.954σ
TestJump_test_facility_quicksum_25 1.2σ 1.55σ 1.53σ 1.02σ 1.38σ
TestJump_test_facility_quicksum_5 0.82σ 0.64σ 1.09σ 1.2σ 1.11σ
TestJump_test_lqcp_10 1.28σ 1.55σ 1.63σ 1.05σ 1.34σ
TestJump_test_lqcp_500 1.1σ 0.86σ 0.774σ 1.17σ 1.19σ
TestJump_test_lqcp_quicksum_10 1.44σ 0.399σ 1.64σ 0.377σ 0.715σ
TestJump_test_lqcp_quicksum_500 0.645σ 1.02σ 1.23σ 1.13σ 0.894σ
TestJump_test_opf_662 0.014σ 1.22σ 1.24σ
TestJump_test_opf_6620 0.87σ 0.406σ 0.893σ
TestJump_test_opf_quicksum_662 1.24σ 0.873σ 1.19σ
TestJump_test_opf_quicksum_6620 1.09σ 1.36σ 1.34σ
TestDevel_test_issue_691 1.04σ 1.35σ 1.18σ 1.03σ 1.15σ
TestModels_test_dcopf_case2383wp 0.853σ 1.27σ 1.35σ 0.783σ 1.2σ
TestModels_test_uc_20140901_expected 1.14σ 1.4σ 1.3σ 0.934σ 0.825σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams compile_standard_form
TestStochPDEgas_test_stochpdegas_automatic 0.114σ 0.235σ 1.55σ
TestMisc_test_bilinear_100 1.02σ 0.219σ 0.306σ 0.19σ 0.257σ
TestMisc_test_bilinear_100000 0.464σ 0.0119σ 0.0325σ 0.0557σ 0.0344σ
TestMisc_test_bilinear_nlcontext_100 1.06σ 0.00442σ 0.376σ 0.0841σ 0.183σ
TestMisc_test_bilinear_nlcontext_100000 0.0831σ 0.000495σ 0.0379σ 0.0436σ 0.0362σ
TestMisc_test_diag_quicksum_100 1.08σ 0.00465σ 0.219σ 0.0989σ 0.231σ 0.636σ
TestMisc_test_diag_quicksum_100000 1.16σ 0.0461σ 0.0586σ 0.0423σ 0.0382σ 0.0594σ
TestMisc_test_diag_sum_100 1.09σ 0.528σ 0.216σ 0.203σ 0.0688σ 0.586σ
TestMisc_test_diag_sum_100000 0.933σ 0.0163σ 0.104σ 0.0178σ 0.119σ 0.243σ
TestMisc_test_pmedian_quicksum_test4 0.0226σ 0.00926σ 0.36σ 0.0139σ 0.245σ 0.76σ
TestMisc_test_pmedian_quicksum_test8 0.655σ 0.17σ 0.195σ 0.0451σ 0.231σ 0.0292σ
TestMisc_test_pmedian_sum_test4 0.0171σ 0.00981σ 0.353σ 0.0223σ 0.196σ 0.17σ
TestMisc_test_pmedian_sum_test8 0.7σ 0.107σ 0.193σ 0.207σ 0.175σ 0.162σ
TestMisc_test_pmedian_tuple_test4 1.51σ 0.0226σ 0.126σ 0.0118σ 0.0489σ 0.0344σ
TestMisc_test_pmedian_tuple_test8 0.428σ 0.115σ 0.0954σ 0.134σ 0.258σ 0.0161σ
TestJump_test_clnlbean_5000 0.038σ 0.343σ 0.157σ
TestJump_test_clnlbean_50000 0.755σ 0.00248σ 0.136σ
TestJump_test_facility_25 0.346σ 0.0401σ 0.243σ 0.668σ 0.027σ
TestJump_test_facility_5 0.00523σ -0.00483σ 0.275σ 0.00656σ 0.0477σ
TestJump_test_facility_quicksum_25 0.407σ 0.341σ 0.222σ 0.614σ 0.0298σ
TestJump_test_facility_quicksum_5 0.00304σ 0.00171σ 0.187σ 0.0106σ 0.0301σ
TestJump_test_lqcp_10 0.0026σ 0.269σ 0.393σ 0.141σ 0.797σ
TestJump_test_lqcp_500 0.262σ 0.0416σ 0.0685σ 0.0793σ 0.105σ
TestJump_test_lqcp_quicksum_10 0.00254σ 0.0629σ 0.298σ 0.168σ 0.118σ
TestJump_test_lqcp_quicksum_500 0.317σ 0.0593σ 0.0701σ 0.0801σ 0.126σ
TestJump_test_opf_662 -0.00686σ 0.224σ 0.085σ
TestJump_test_opf_6620 0.612σ -0.0135σ 0.0954σ
TestJump_test_opf_quicksum_662 0.0362σ -0.000606σ 0.0231σ
TestJump_test_opf_quicksum_6620 0.495σ 0.0415σ 0.0526σ
TestDevel_test_issue_691 0.173σ 0.0941σ 0.131σ 0.0435σ 0.0677σ
TestModels_test_dcopf_case2383wp -0.00345σ 0.00373σ 0.407σ 0.0802σ 0.137σ
TestModels_test_uc_20140901_expected 0.228σ 0.0992σ 0.0996σ 0.186σ 0.116σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams compile_standard_form
TestStochPDEgas_test_stochpdegas_automatic 0.588σ 0.0575σ 1.8σ
TestMisc_test_bilinear_100 0.825σ 0.251σ 0.348σ 0.305σ 0.152σ
TestMisc_test_bilinear_100000 0.215σ 0.0491σ 0.0465σ 0.163σ 0.135σ
TestMisc_test_bilinear_nlcontext_100 1.41σ 1.65σ 0.592σ 0.342σ 0.397σ
TestMisc_test_bilinear_nlcontext_100000 0.315σ 0.142σ 0.0287σ 0.072σ 0.142σ
TestMisc_test_diag_quicksum_100 1.44σ 1.75σ 0.351σ 0.298σ 0.333σ 0.393σ
TestMisc_test_diag_quicksum_100000 0.736σ 0.207σ 0.174σ 0.239σ 0.417σ 0.0898σ
TestMisc_test_diag_sum_100 1.78σ 0.457σ 0.471σ 0.381σ 0.465σ 0.501σ
TestMisc_test_diag_sum_100000 0.828σ 0.179σ 0.276σ 0.117σ 0.26σ 0.00863σ
TestMisc_test_pmedian_quicksum_test4 0.425σ 0.315σ 0.264σ 0.149σ 0.313σ 0.011σ
TestMisc_test_pmedian_quicksum_test8 0.00612σ 0.211σ 0.149σ 0.139σ 0.349σ -0.0124σ
TestMisc_test_pmedian_sum_test4 0.0257σ 0.14σ 0.108σ 0.102σ 0.282σ -0.0478σ
TestMisc_test_pmedian_sum_test8 0.0557σ 0.0792σ 0.128σ 0.164σ 0.292σ -0.0103σ
TestMisc_test_pmedian_tuple_test4 0.266σ 0.216σ 0.19σ 0.171σ 0.318σ 0.0546σ
TestMisc_test_pmedian_tuple_test8 0.0455σ 0.206σ 0.249σ 0.153σ 0.388σ -0.0187σ
TestJump_test_clnlbean_5000 0.55σ 0.252σ 0.206σ
TestJump_test_clnlbean_50000 0.0703σ 0.0794σ 0.209σ
TestJump_test_facility_25 0.0816σ 0.0323σ 0.135σ 0.211σ 0.2σ
TestJump_test_facility_5 1.03σ 0.174σ 0.14σ 0.296σ 0.247σ
TestJump_test_facility_quicksum_25 0.163σ 0.0464σ 0.019σ 0.129σ 0.293σ
TestJump_test_facility_quicksum_5 1.08σ 0.15σ 0.238σ 0.263σ 0.216σ
TestJump_test_lqcp_10 1.26σ 0.247σ 0.155σ 0.264σ 0.106σ
TestJump_test_lqcp_500 0.114σ 0.163σ -0.012σ 0.275σ 0.17σ
TestJump_test_lqcp_quicksum_10 1.28σ 1.14σ 0.179σ 0.134σ 0.0948σ
TestJump_test_lqcp_quicksum_500 0.0116σ 0.0831σ 0.0342σ 0.239σ 0.208σ
TestJump_test_opf_662 0.161σ 0.0747σ 0.216σ
TestJump_test_opf_6620 0.0212σ 0.0749σ 0.0539σ
TestJump_test_opf_quicksum_662 0.114σ 0.0108σ 0.159σ
TestJump_test_opf_quicksum_6620 0.236σ 0.0275σ 0.113σ
TestDevel_test_issue_691 0.573σ 0.273σ 0.231σ 0.119σ 0.158σ
TestModels_test_dcopf_case2383wp 0.29σ 0.157σ 0.0809σ 0.189σ 0.259σ
TestModels_test_uc_20140901_expected 0.285σ 0.185σ 0.106σ 0.331σ 0.271σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams compile_standard_form
TestStochPDEgas_test_stochpdegas_automatic 0.958σ 0.0901σ 1.84σ
TestMisc_test_bilinear_100 1.32σ 0.435σ 0.475σ 0.37σ 0.202σ
TestMisc_test_bilinear_100000 0.122σ 0.0801σ 0.13σ 0.0202σ 0.0529σ
TestMisc_test_bilinear_nlcontext_100 1.44σ 0.556σ 0.577σ 0.285σ 0.384σ
TestMisc_test_bilinear_nlcontext_100000 0.239σ 0.195σ 0.178σ 0.0295σ 0.068σ
TestMisc_test_diag_quicksum_100 1.48σ 0.00716σ 0.566σ 0.569σ 0.298σ 0.503σ
TestMisc_test_diag_quicksum_100000 1.16σ 0.333σ 0.206σ 0.177σ 0.0523σ 0.00364σ
TestMisc_test_diag_sum_100 1.52σ 0.279σ 0.393σ 0.141σ 0.245σ 0.491σ
TestMisc_test_diag_sum_100000 1.55σ 0.236σ 0.195σ 0.16σ 0.0842σ 0.088σ
TestMisc_test_pmedian_quicksum_test4 0.656σ 0.127σ 0.246σ 0.236σ 0.0988σ 0.125σ
TestMisc_test_pmedian_quicksum_test8 0.141σ 0.219σ 0.137σ 0.172σ 0.0712σ 0.00169σ
TestMisc_test_pmedian_sum_test4 0.035σ 0.135σ 0.1σ 0.19σ 0.0942σ 0.0318σ
TestMisc_test_pmedian_sum_test8 0.00254σ 0.104σ 0.0562σ 0.105σ 0.129σ 0.066σ
TestMisc_test_pmedian_tuple_test4 0.616σ 0.122σ 0.232σ 0.192σ 0.123σ 0.205σ
TestMisc_test_pmedian_tuple_test8 0.0551σ 0.11σ 0.062σ 0.133σ 0.0585σ 0.0264σ
TestJump_test_clnlbean_5000 0.506σ 0.00897σ 0.0551σ
TestJump_test_clnlbean_50000 0.0164σ 0.0422σ 0.0912σ
TestJump_test_facility_25 0.192σ 0.0312σ 0.271σ 0.0155σ 0.19σ
TestJump_test_facility_5 1.07σ 0.144σ 0.0551σ 0.0403σ 0.038σ
TestJump_test_facility_quicksum_25 0.148σ 0.0254σ 0.0347σ 0.0329σ 0.11σ
TestJump_test_facility_quicksum_5 0.605σ 0.0839σ 0.0705σ 0.0479σ 0.0727σ
TestJump_test_lqcp_10 1.35σ 0.283σ 0.276σ 0.241σ 0.115σ
TestJump_test_lqcp_500 0.363σ 0.174σ 0.0618σ 0.187σ 0.0943σ
TestJump_test_lqcp_quicksum_10 1.39σ 0.015σ 0.129σ 0.0868σ 0.0658σ
TestJump_test_lqcp_quicksum_500 0.419σ 0.11σ 0.0348σ 0.184σ 0.111σ
TestJump_test_opf_662 0.0594σ 0.0856σ 0.129σ
TestJump_test_opf_6620 0.0635σ 0.118σ 0.185σ
TestJump_test_opf_quicksum_662 0.0429σ 0.106σ 0.13σ
TestJump_test_opf_quicksum_6620 0.0591σ 0.179σ 0.153σ
TestDevel_test_issue_691 0.616σ 0.282σ 0.72σ 0.0946σ 0.0544σ
TestModels_test_dcopf_case2383wp 0.147σ 0.034σ 0.0652σ 0.0703σ 0.0708σ
TestModels_test_uc_20140901_expected 0.141σ 0.0291σ 0.0318σ 0.203σ 0.181σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams compile_standard_form
TestStochPDEgas_test_stochpdegas_automatic 1.76σ 0.309σ 1.53σ
TestMisc_test_bilinear_100 1.35σ 0.377σ 0.386σ 0.207σ 0.308σ
TestMisc_test_bilinear_100000 0.166σ 0.378σ 0.362σ 0.113σ 0.0967σ
TestMisc_test_bilinear_nlcontext_100 1.19σ 0.000972σ 0.26σ 0.321σ 0.226σ
TestMisc_test_bilinear_nlcontext_100000 1.15σ 0.448σ 0.285σ 0.243σ 0.217σ
TestMisc_test_diag_quicksum_100 1.36σ 0.00117σ 0.29σ 0.11σ 0.192σ 0.525σ
TestMisc_test_diag_quicksum_100000 1.89σ 0.695σ 0.603σ 0.606σ 0.555σ 0.365σ
TestMisc_test_diag_sum_100 1.51σ 0.212σ 0.233σ 0.141σ 0.259σ 0.603σ
TestMisc_test_diag_sum_100000 1.27σ 0.58σ 0.571σ 0.363σ 0.345σ 0.422σ
TestMisc_test_pmedian_quicksum_test4 1.28σ 0.178σ 0.33σ 0.268σ 0.216σ 0.436σ
TestMisc_test_pmedian_quicksum_test8 0.433σ 0.661σ 0.599σ 0.39σ 0.222σ 0.329σ
TestMisc_test_pmedian_sum_test4 0.381σ 0.283σ 0.252σ 0.211σ 0.115σ 0.245σ
TestMisc_test_pmedian_sum_test8 0.255σ 0.459σ 0.503σ 0.339σ 0.225σ 0.376σ
TestMisc_test_pmedian_tuple_test4 0.669σ 0.277σ 0.51σ 0.624σ 1.29σ 1.05σ
TestMisc_test_pmedian_tuple_test8 0.248σ 0.425σ 0.427σ 0.438σ 0.219σ 0.383σ
TestJump_test_clnlbean_5000 0.233σ 0.285σ 0.317σ
TestJump_test_clnlbean_50000 0.178σ 0.304σ 0.219σ
TestJump_test_facility_25 0.322σ 0.392σ 0.285σ 0.137σ 0.267σ
TestJump_test_facility_5 1.06σ 0.199σ 0.125σ 0.0586σ 0.0752σ
TestJump_test_facility_quicksum_25 0.319σ 0.292σ 0.285σ 0.336σ 0.267σ
TestJump_test_facility_quicksum_5 1.09σ 0.298σ 0.223σ 0.0966σ 0.151σ
TestJump_test_lqcp_10 1.34σ 0.389σ 0.277σ 0.136σ 0.04σ
TestJump_test_lqcp_500 0.641σ 0.382σ 0.363σ 0.27σ 0.173σ
TestJump_test_lqcp_quicksum_10 1.36σ 0.0159σ 0.419σ 0.178σ 0.0522σ
TestJump_test_lqcp_quicksum_500 0.598σ 0.262σ 0.386σ 0.195σ 0.185σ
TestJump_test_opf_662 0.317σ 0.367σ 0.141σ
TestJump_test_opf_6620 0.169σ 0.395σ 0.198σ
TestJump_test_opf_quicksum_662 0.324σ 0.281σ 0.144σ
TestJump_test_opf_quicksum_6620 0.304σ 0.4σ 0.204σ
TestDevel_test_issue_691 0.0976σ 0.402σ 0.275σ 0.316σ 0.242σ
TestModels_test_dcopf_case2383wp 0.379σ 0.324σ 0.38σ 0.11σ 0.187σ
TestModels_test_uc_20140901_expected 0.313σ 0.313σ 0.281σ 0.274σ 0.224σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams compile_standard_form
TestStochPDEgas_test_stochpdegas_automatic 1.24σ 0.376σ 1.56σ
TestMisc_test_bilinear_100 1.44σ 0.355σ 0.598σ 0.267σ 0.837σ
TestMisc_test_bilinear_100000 0.231σ 0.156σ 0.403σ 0.163σ 0.298σ
TestMisc_test_bilinear_nlcontext_100 1.34σ 1.47σ 0.581σ 0.233σ 0.277σ
TestMisc_test_bilinear_nlcontext_100000 0.541σ 0.0865σ 0.361σ 0.15σ 0.141σ
TestMisc_test_diag_quicksum_100 1.55σ 0.0236σ 0.599σ 0.45σ 0.45σ 0.8σ
TestMisc_test_diag_quicksum_100000 0.571σ 0.176σ 0.306σ 0.049σ 0.405σ 0.356σ
TestMisc_test_diag_sum_100 1.53σ 0.0183σ 0.514σ 0.311σ 0.301σ 0.347σ
TestMisc_test_diag_sum_100000 0.86σ 0.133σ 0.301σ 0.0532σ 0.387σ 0.319σ
TestMisc_test_pmedian_quicksum_test4 0.181σ 0.16σ 0.316σ 0.0651σ 0.387σ 0.488σ
TestMisc_test_pmedian_quicksum_test8 0.145σ 0.215σ 0.237σ 0.105σ 0.456σ 0.515σ
TestMisc_test_pmedian_sum_test4 0.0706σ 0.175σ 0.248σ 0.0621σ 0.18σ 0.3σ
TestMisc_test_pmedian_sum_test8 0.077σ 0.254σ 0.365σ 0.278σ 0.4σ 0.487σ
TestMisc_test_pmedian_tuple_test4 0.0327σ 0.293σ 0.434σ 0.142σ 0.434σ 0.0951σ
TestMisc_test_pmedian_tuple_test8 0.109σ 0.121σ 0.4σ 0.181σ 0.55σ 0.531σ
TestJump_test_clnlbean_5000 0.286σ 0.36σ 0.385σ
TestJump_test_clnlbean_50000 0.281σ 0.35σ 0.36σ
TestJump_test_facility_25 0.216σ 0.256σ 0.343σ 0.385σ 0.345σ
TestJump_test_facility_5 1.1σ 0.354σ 0.363σ 0.198σ 0.335σ
TestJump_test_facility_quicksum_25 0.272σ 0.249σ 0.196σ 0.287σ 0.384σ
TestJump_test_facility_quicksum_5 1.14σ 0.0311σ 0.312σ 0.263σ 0.389σ
TestJump_test_lqcp_10 1.46σ 0.348σ 0.847σ 0.198σ 0.301σ
TestJump_test_lqcp_500 0.537σ 0.289σ 0.278σ 0.279σ 0.335σ
TestJump_test_lqcp_quicksum_10 1.35σ 0.0722σ 0.544σ 0.425σ 0.383σ
TestJump_test_lqcp_quicksum_500 0.368σ 0.282σ 0.285σ 0.289σ 0.355σ
TestJump_test_opf_662 0.337σ 0.414σ 0.375σ
TestJump_test_opf_6620 0.277σ 0.272σ 0.326σ
TestJump_test_opf_quicksum_662 0.618σ 0.259σ 0.389σ
TestJump_test_opf_quicksum_6620 0.365σ 0.29σ 0.375σ
TestDevel_test_issue_691 0.00863σ 0.126σ 0.139σ 0.13σ 0.453σ
TestModels_test_dcopf_case2383wp 0.209σ 0.147σ 0.241σ 0.166σ 0.532σ
TestModels_test_uc_20140901_expected 0.402σ 0.531σ 0.357σ 0.199σ 0.27σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams compile_standard_form
TestStochPDEgas_test_stochpdegas_automatic 1.73σ 1.79σ 0.605σ
TestMisc_test_bilinear_100 0.967σ 1.84σ 1.3σ 1.24σ 2.01σ
TestMisc_test_bilinear_100000 0.811σ 1.43σ 1.47σ 1.14σ 1.73σ
TestMisc_test_bilinear_nlcontext_100 0.83σ 1.65σ 0.91σ 1.01σ 1.07σ
TestMisc_test_bilinear_nlcontext_100000 0.848σ 0.978σ 1.44σ 1.15σ 1.15σ
TestMisc_test_diag_quicksum_100 0.85σ 1.84σ 1.25σ 1.18σ 1.11σ 0.00317σ
TestMisc_test_diag_quicksum_100000 0.695σ 0.798σ 1.1σ 1.03σ 0.733σ 1.18σ
TestMisc_test_diag_sum_100 1.49σ 0.814σ 0.962σ 1.25σ 1.16σ 0.92σ
TestMisc_test_diag_sum_100000 0.757σ 0.459σ 1.33σ 0.964σ 1.4σ 0.882σ
TestMisc_test_pmedian_quicksum_test4 1.3σ 1.19σ 1.17σ 0.254σ 2.07σ 0.919σ
TestMisc_test_pmedian_quicksum_test8 1.89σ 0.873σ 0.881σ 1.21σ 1.19σ 1.04σ
TestMisc_test_pmedian_sum_test4 1.43σ 1.39σ 1.96σ 1.46σ 1.49σ 1.24σ
TestMisc_test_pmedian_sum_test8 1.09σ 1.07σ 1.11σ 0.383σ 0.84σ 1.01σ
TestMisc_test_pmedian_tuple_test4 0.00188σ 1.63σ 1.23σ 1.58σ 1.35σ 1.08σ
TestMisc_test_pmedian_tuple_test8 1.46σ 1.05σ 0.854σ 1.32σ 1.44σ 0.931σ
TestJump_test_clnlbean_5000 1.67σ 1.29σ 1.58σ
TestJump_test_clnlbean_50000 1.57σ 1.4σ 1.3σ
TestJump_test_facility_25 1.13σ 0.853σ 1.28σ 1.49σ 1.5σ
TestJump_test_facility_5 1.54σ 0.704σ 1.67σ 1.03σ 0.606σ
TestJump_test_facility_quicksum_25 1.32σ 0.827σ 1.09σ 0.871σ 0.962σ
TestJump_test_facility_quicksum_5 1.43σ 1.33σ 1.07σ 1.8σ 1.53σ
TestJump_test_lqcp_10 1.27σ 1.61σ 0.914σ 1.87σ 1.07σ
TestJump_test_lqcp_500 1.58σ 0.648σ 0.897σ 1.35σ 1.36σ
TestJump_test_lqcp_quicksum_10 1.48σ 0.494σ 1.04σ 1.04σ 0.909σ
TestJump_test_lqcp_quicksum_500 1.71σ 1.38σ 0.792σ 1.49σ 1.26σ
TestJump_test_opf_662 0.554σ 0.797σ 0.598σ
TestJump_test_opf_6620 1.09σ 1.28σ 1.1σ
TestJump_test_opf_quicksum_662 1.98σ 1.16σ 0.662σ
TestJump_test_opf_quicksum_6620 0.778σ 0.721σ 0.683σ
TestDevel_test_issue_691 0.859σ 0.991σ 0.828σ 0.807σ 0.847σ
TestModels_test_dcopf_case2383wp 1.5σ 1.22σ 1.23σ 1.58σ 1.42σ
TestModels_test_uc_20140901_expected 2.2σ 1.73σ 1.29σ 1.04σ 0.94σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams compile_standard_form
TestStochPDEgas_test_stochpdegas_automatic 0.0949σ 0.253σ 2.1σ
TestMisc_test_bilinear_100 1.5σ 0.323σ 0.321σ 0.154σ 0.15σ
TestMisc_test_bilinear_100000 0.828σ 0.187σ 0.193σ 0.341σ 0.223σ
TestMisc_test_bilinear_nlcontext_100 1.49σ 0.00486σ 0.482σ 0.152σ 0.0886σ
TestMisc_test_bilinear_nlcontext_100000 0.538σ 0.234σ 0.34σ 0.346σ 0.189σ
TestMisc_test_diag_quicksum_100 1.49σ 0.0076σ 0.544σ 0.261σ 0.259σ 0.0138σ
TestMisc_test_diag_quicksum_100000 1.56σ 0.416σ 0.377σ 0.289σ 0.245σ 0.333σ
TestMisc_test_diag_sum_100 1.64σ 0.634σ 0.467σ 0.191σ 0.228σ 0.328σ
TestMisc_test_diag_sum_100000 1.75σ 0.295σ 0.312σ 0.303σ 0.369σ 0.241σ
TestMisc_test_pmedian_quicksum_test4 0.0107σ 0.00903σ 0.43σ 0.03σ 0.178σ 0.0898σ
TestMisc_test_pmedian_quicksum_test8 0.554σ 0.172σ 0.245σ 0.311σ 0.335σ 0.263σ
TestMisc_test_pmedian_sum_test4 0.0022σ 0.00876σ 0.428σ 0.035σ 0.119σ 0.338σ
TestMisc_test_pmedian_sum_test8 0.551σ 0.387σ 0.473σ 0.362σ 0.315σ 0.288σ
TestMisc_test_pmedian_tuple_test4 1.33σ 0.00221σ 0.334σ 0.0316σ 0.0485σ 0.221σ
TestMisc_test_pmedian_tuple_test8 0.678σ 0.328σ 0.329σ 0.151σ 0.306σ 0.233σ
TestJump_test_clnlbean_5000 0.0856σ 0.194σ 0.232σ
TestJump_test_clnlbean_50000 0.863σ 0.266σ 0.295σ
TestJump_test_facility_25 0.339σ 0.383σ 0.45σ 0.779σ 0.281σ
TestJump_test_facility_5 0.00728σ 0.0074σ 0.175σ 0.017σ 0.177σ
TestJump_test_facility_quicksum_25 0.566σ 0.139σ 0.396σ 0.604σ 0.246σ
TestJump_test_facility_quicksum_5 0.00406σ 0.00163σ 0.396σ 0.0135σ 0.132σ
TestJump_test_lqcp_10 0.000798σ 0.488σ 0.404σ 0.253σ 0.165σ
TestJump_test_lqcp_500 0.0921σ 0.139σ 0.0626σ 0.0546σ 0.0987σ
TestJump_test_lqcp_quicksum_10 0.00352σ 0.0214σ 0.544σ 0.226σ 0.107σ
TestJump_test_lqcp_quicksum_500 0.157σ 0.0637σ 0.0827σ 0.00875σ 0.108σ
TestJump_test_opf_662 0.0292σ 0.038σ 0.592σ
TestJump_test_opf_6620 0.495σ 0.00346σ 0.117σ
TestJump_test_opf_quicksum_662 0.00761σ 0.00294σ 0.0431σ
TestJump_test_opf_quicksum_6620 0.405σ 0.112σ 0.0227σ
TestDevel_test_issue_691 0.113σ 0.083σ 0.0917σ 0.0337σ 0.0108σ
TestModels_test_dcopf_case2383wp 0.0526σ 0.0261σ 0.315σ -0.00714σ 0.0285σ
TestModels_test_uc_20140901_expected 0.219σ 0.0834σ 0.0736σ 0.0442σ 0.0674σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams compile_standard_form
TestStochPDEgas_test_stochpdegas_automatic 0.366σ 0.0614σ 1.23σ
TestMisc_test_bilinear_100 0.835σ 0.207σ 0.226σ 0.199σ 0.215σ
TestMisc_test_bilinear_100000 0.109σ 0.0694σ 0.0268σ 0.0659σ 0.091σ
TestMisc_test_bilinear_nlcontext_100 0.486σ 2.07σ 0.284σ 0.201σ 0.0744σ
TestMisc_test_bilinear_nlcontext_100000 0.126σ 0.0605σ 0.0189σ 0.0762σ 0.152σ
TestMisc_test_diag_quicksum_100 0.885σ 2.29σ 0.303σ 0.246σ 0.204σ 0.00654σ
TestMisc_test_diag_quicksum_100000 0.334σ 0.16σ 0.157σ 0.373σ 0.19σ 0.0807σ
TestMisc_test_diag_sum_100 1.45σ 0.545σ 0.395σ 0.292σ 0.243σ 0.371σ
TestMisc_test_diag_sum_100000 0.385σ 0.199σ 0.197σ 0.34σ 0.21σ 0.102σ
TestMisc_test_pmedian_quicksum_test4 0.119σ 0.221σ 0.138σ 0.0924σ 0.143σ 0.125σ
TestMisc_test_pmedian_quicksum_test8 0.173σ 0.142σ 0.0938σ 0.0826σ 0.252σ -0.000956σ
TestMisc_test_pmedian_sum_test4 0.035σ 0.248σ 0.111σ 0.0966σ 0.112σ 0.125σ
TestMisc_test_pmedian_sum_test8 0.113σ 0.193σ 0.142σ 0.143σ 0.268σ 0.24σ
TestMisc_test_pmedian_tuple_test4 1.49σ 0.261σ 0.151σ 0.127σ 0.186σ 0.0947σ
TestMisc_test_pmedian_tuple_test8 0.221σ 0.293σ 0.137σ 0.227σ 0.284σ 0.258σ
TestJump_test_clnlbean_5000 0.142σ 0.241σ 0.296σ
TestJump_test_clnlbean_50000 0.132σ 0.286σ 0.304σ
TestJump_test_facility_25 0.161σ 0.282σ 0.12σ 0.137σ 0.152σ
TestJump_test_facility_5 0.906σ 0.0115σ 0.163σ 0.253σ 0.132σ
TestJump_test_facility_quicksum_25 0.163σ 0.0509σ 0.136σ 0.0719σ 0.175σ
TestJump_test_facility_quicksum_5 0.947σ 0.018σ 0.127σ 0.152σ 0.0924σ
TestJump_test_lqcp_10 0.817σ 0.17σ 0.219σ 0.156σ 0.157σ
TestJump_test_lqcp_500 0.0298σ 0.184σ 0.0946σ 0.162σ 0.195σ
TestJump_test_lqcp_quicksum_10 1.17σ 0.297σ 0.261σ 0.181σ 0.148σ
TestJump_test_lqcp_quicksum_500 0.195σ 0.158σ 0.0642σ 0.173σ 0.261σ
TestJump_test_opf_662 0.0716σ 0.139σ 0.164σ
TestJump_test_opf_6620 0.0387σ 0.0579σ 0.157σ
TestJump_test_opf_quicksum_662 0.14σ 0.0224σ 0.175σ
TestJump_test_opf_quicksum_6620 0.0987σ 0.0577σ 0.176σ
TestDevel_test_issue_691 0.469σ 0.403σ 0.212σ 0.1σ 0.138σ
TestModels_test_dcopf_case2383wp 0.497σ 0.334σ 0.245σ 0.328σ 0.415σ
TestModels_test_uc_20140901_expected 0.313σ 0.376σ 0.147σ 0.171σ 0.44σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams compile_standard_form
TestStochPDEgas_test_stochpdegas_automatic 0.393σ 0.0765σ 1.24σ
TestMisc_test_bilinear_100 0.856σ 0.284σ 0.255σ 0.227σ 0.246σ
TestMisc_test_bilinear_100000 0.6σ 0.277σ 0.287σ 0.309σ 0.259σ
TestMisc_test_bilinear_nlcontext_100 1.34σ 0.623σ 0.302σ 0.228σ 0.174σ
TestMisc_test_bilinear_nlcontext_100000 0.571σ 0.276σ 0.35σ 0.293σ 0.283σ
TestMisc_test_diag_quicksum_100 1.02σ 0.00138σ 0.228σ 0.146σ 0.144σ 0.00923σ
TestMisc_test_diag_quicksum_100000 0.473σ 0.401σ 0.323σ 0.352σ 0.255σ 0.241σ
TestMisc_test_diag_sum_100 1.04σ 0.419σ 0.306σ 0.198σ 0.17σ 0.261σ
TestMisc_test_diag_sum_100000 0.715σ 0.224σ 0.167σ 0.175σ 0.134σ 0.107σ
TestMisc_test_pmedian_quicksum_test4 0.315σ 0.153σ 0.135σ 0.141σ 0.12σ 0.0842σ
TestMisc_test_pmedian_quicksum_test8 0.223σ 0.281σ 0.361σ 0.453σ 0.291σ 0.335σ
TestMisc_test_pmedian_sum_test4 0.0419σ 0.0785σ 0.103σ 0.0985σ 0.0728σ 0.0877σ
TestMisc_test_pmedian_sum_test8 0.209σ 0.303σ 0.342σ 0.48σ 0.288σ 0.326σ
TestMisc_test_pmedian_tuple_test4 0.019σ 0.0925σ 0.782σ 0.129σ 0.14σ 0.213σ
TestMisc_test_pmedian_tuple_test8 0.209σ 0.327σ 0.367σ 0.357σ 0.335σ 0.212σ
TestJump_test_clnlbean_5000 0.299σ 0.112σ 0.15σ
TestJump_test_clnlbean_50000 0.11σ 0.21σ 0.27σ
TestJump_test_facility_25 0.318σ 0.0804σ 0.306σ 0.521σ 0.215σ
TestJump_test_facility_5 1.02σ 0.305σ 0.303σ 0.215σ 0.222σ
TestJump_test_facility_quicksum_25 0.442σ 0.206σ 0.291σ 0.379σ 0.216σ
TestJump_test_facility_quicksum_5 0.999σ 0.234σ 0.211σ 0.112σ 0.169σ
TestJump_test_lqcp_10 1.27σ 0.245σ 0.194σ 0.0838σ 0.127σ
TestJump_test_lqcp_500 0.5σ 0.276σ 0.284σ 0.331σ 0.183σ
TestJump_test_lqcp_quicksum_10 1.32σ 0.379σ 0.3σ 0.126σ 0.151σ
TestJump_test_lqcp_quicksum_500 0.547σ 0.271σ 0.245σ 0.372σ 0.157σ
TestJump_test_opf_662 0.529σ 0.14σ 0.273σ
TestJump_test_opf_6620 0.374σ 0.309σ 0.293σ
TestJump_test_opf_quicksum_662 0.232σ 0.189σ 0.314σ
TestJump_test_opf_quicksum_6620 0.343σ 0.266σ 0.394σ
TestDevel_test_issue_691 0.484σ 0.371σ 0.291σ 0.188σ 0.166σ
TestModels_test_dcopf_case2383wp 0.348σ 0.128σ 0.163σ 0.14σ 0.107σ
TestModels_test_uc_20140901_expected 0.178σ 0.118σ 0.0791σ 0.138σ 0.178σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams compile_standard_form
TestStochPDEgas_test_stochpdegas_automatic 0.816σ 0.059σ 1.5σ
TestMisc_test_bilinear_100 0.938σ 0.382σ 0.419σ 0.293σ 0.305σ
TestMisc_test_bilinear_100000 0.157σ 0.013σ 0.0238σ 0.0447σ 0.0689σ
TestMisc_test_bilinear_nlcontext_100 1.67σ 1.55σ 0.48σ 0.352σ 0.358σ
TestMisc_test_bilinear_nlcontext_100000 0.122σ 0.0727σ 0.0332σ 0.0823σ 0.0997σ
TestMisc_test_diag_quicksum_100 1.36σ 2.64σ 1.44σ 0.129σ 0.171σ 0.0125σ
TestMisc_test_diag_quicksum_100000 0.603σ 0.115σ 0.114σ 0.108σ -0.018σ 0.0482σ
TestMisc_test_diag_sum_100 1.44σ 0.433σ 0.385σ 0.224σ 0.234σ 0.385σ
TestMisc_test_diag_sum_100000 0.909σ 0.118σ 0.143σ 0.0787σ 0.221σ 0.0136σ
TestMisc_test_pmedian_quicksum_test4 1.14σ 0.215σ 0.259σ 0.0687σ 0.0376σ 0.167σ
TestMisc_test_pmedian_quicksum_test8 0.125σ 0.172σ 0.15σ 0.043σ 0.0411σ 0.0919σ
TestMisc_test_pmedian_sum_test4 0.965σ 0.0899σ 0.065σ 0.00356σ 0.0162σ 0.134σ
TestMisc_test_pmedian_sum_test8 0.15σ 0.355σ 0.17σ 0.231σ 0.165σ 0.203σ
TestMisc_test_pmedian_tuple_test4 0.0362σ 0.169σ 0.234σ 0.0662σ 0.0711σ 0.201σ
TestMisc_test_pmedian_tuple_test8 0.196σ 0.24σ 0.379σ 0.275σ 0.165σ 0.177σ
TestJump_test_clnlbean_5000 0.0486σ 0.0666σ 0.0587σ
TestJump_test_clnlbean_50000 0.0523σ 0.0878σ 0.158σ
TestJump_test_facility_25 0.129σ 0.164σ 0.332σ 0.394σ 0.242σ
TestJump_test_facility_5 1.03σ 0.167σ 0.262σ 0.21σ 0.188σ
TestJump_test_facility_quicksum_25 0.429σ 0.185σ 0.504σ 0.32σ 0.256σ
TestJump_test_facility_quicksum_5 1.04σ 0.211σ 0.332σ 0.109σ 0.134σ
TestJump_test_lqcp_10 1.17σ 0.437σ 0.344σ 0.149σ 0.222σ
TestJump_test_lqcp_500 0.168σ 0.151σ 0.246σ 0.172σ 0.235σ
TestJump_test_lqcp_quicksum_10 1.25σ 0.6σ 0.326σ 0.128σ 0.215σ
TestJump_test_lqcp_quicksum_500 0.313σ 0.256σ 0.307σ 0.204σ 0.235σ
TestJump_test_opf_662 0.175σ 0.184σ 0.206σ
TestJump_test_opf_6620 0.324σ 0.264σ 0.23σ
TestJump_test_opf_quicksum_662 0.338σ 0.168σ 0.323σ
TestJump_test_opf_quicksum_6620 0.245σ 0.32σ 0.275σ
TestDevel_test_issue_691 0.408σ 0.702σ 0.348σ 0.213σ 0.165σ
TestModels_test_dcopf_case2383wp 0.521σ 0.26σ 0.244σ 0.179σ 0.178σ
TestModels_test_uc_20140901_expected 0.374σ 0.178σ 0.314σ 0.265σ 0.296σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams compile_standard_form
TestStochPDEgas_test_stochpdegas_automatic 0.836σ 0.367σ 1.72σ
TestMisc_test_bilinear_100 1.5σ 0.8σ 0.57σ 0.494σ 0.559σ
TestMisc_test_bilinear_100000 0.632σ 0.488σ 0.422σ 0.208σ 0.287σ
TestMisc_test_bilinear_nlcontext_100 1.39σ 0.713σ 0.591σ 0.275σ 0.313σ
TestMisc_test_bilinear_nlcontext_100000 0.778σ 0.105σ 0.297σ 0.261σ 0.393σ
TestMisc_test_diag_quicksum_100 1.57σ 0.742σ 0.797σ 0.26σ 0.493σ 0.0197σ
TestMisc_test_diag_quicksum_100000 0.72σ 0.283σ 0.396σ 0.294σ 0.298σ 0.22σ
TestMisc_test_diag_sum_100 1.47σ 0.745σ 0.847σ 0.337σ 0.544σ 0.681σ
TestMisc_test_diag_sum_100000 0.572σ 0.23σ 0.518σ 0.413σ 0.34σ 0.293σ
TestMisc_test_pmedian_quicksum_test4 0.763σ 0.313σ 0.517σ 0.34σ 0.474σ 0.615σ
TestMisc_test_pmedian_quicksum_test8 0.343σ 0.108σ 0.466σ 0.309σ 0.398σ 0.391σ
TestMisc_test_pmedian_sum_test4 0.0772σ 0.249σ 0.584σ 0.373σ 0.511σ 0.596σ
TestMisc_test_pmedian_sum_test8 0.246σ 0.136σ 0.506σ 0.349σ 0.436σ 0.63σ
TestMisc_test_pmedian_tuple_test4 0.685σ 0.349σ 0.584σ 0.367σ 0.415σ 0.582σ
TestMisc_test_pmedian_tuple_test8 0.259σ 0.266σ 0.5σ 0.342σ 0.455σ 0.463σ
TestJump_test_clnlbean_5000 0.4σ 0.437σ 0.452σ
TestJump_test_clnlbean_50000 0.36σ 0.479σ 0.442σ
TestJump_test_facility_25 0.202σ 0.197σ 0.302σ 0.57σ 0.451σ
TestJump_test_facility_5 1.13σ 0.0317σ 0.428σ 0.549σ 0.483σ
TestJump_test_facility_quicksum_25 0.122σ 0.359σ 0.256σ 0.436σ 0.412σ
TestJump_test_facility_quicksum_5 1.02σ 0.0316σ 0.296σ 0.46σ 0.341σ
TestJump_test_lqcp_10 1.29σ 0.491σ 0.55σ 0.292σ 0.342σ
TestJump_test_lqcp_500 0.388σ 0.361σ 0.187σ 0.377σ 0.268σ
TestJump_test_lqcp_quicksum_10 1.33σ 0.0111σ 0.557σ 0.354σ 0.246σ
TestJump_test_lqcp_quicksum_500 0.571σ 0.337σ 0.212σ 0.432σ 0.349σ
TestJump_test_opf_662 0.565σ 0.371σ 0.431σ
TestJump_test_opf_6620 0.303σ 0.307σ 0.493σ
TestJump_test_opf_quicksum_662 0.473σ 0.317σ 0.487σ
TestJump_test_opf_quicksum_6620 0.335σ 0.455σ 0.458σ
TestDevel_test_issue_691 0.207σ 0.925σ 0.114σ 0.206σ 0.192σ
TestModels_test_dcopf_case2383wp 0.237σ 0.256σ 0.396σ 0.372σ 0.278σ
TestModels_test_uc_20140901_expected 0.266σ 0.273σ 0.373σ 0.369σ 0.398σ