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: Oct-27-2026 14:34

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic -0.211σ 1.74σ 1.77σ
TestMisc_test_bilinear_100 2.27σ 1.79σ 1.88σ 1.77σ 1.81σ
TestMisc_test_bilinear_100000 1.76σ 1.5σ 1.6σ 1.61σ 1.58σ
TestMisc_test_bilinear_nlcontext_100 2.23σ 0.0258σ 1.95σ 1.9σ 1.78σ
TestMisc_test_bilinear_nlcontext_100000 1.65σ 1.46σ 1.55σ 1.58σ 1.59σ
TestMisc_test_diag_quicksum_100 2.3σ 0.022σ 2.19σ 1.9σ 2.39σ
TestMisc_test_diag_quicksum_100000 2.84σ 1.63σ 1.95σ 1.66σ 1.98σ
TestMisc_test_diag_sum_100 3.0σ 2.29σ 2.24σ 2.11σ 2.07σ
TestMisc_test_diag_sum_100000 2.9σ 1.83σ 1.83σ 1.5σ 1.94σ
TestMisc_test_pmedian_quicksum_test4 -0.712σ -0.762σ 2.23σ -1.19σ 1.96σ
TestMisc_test_pmedian_quicksum_test8 2.27σ 1.71σ 1.89σ 1.64σ 1.99σ
TestMisc_test_pmedian_sum_test4 -0.564σ -0.8σ 2.19σ -1.2σ 2.0σ
TestMisc_test_pmedian_sum_test8 2.11σ 1.83σ 1.94σ 0.827σ 1.76σ
TestMisc_test_pmedian_tuple_test4 -0.128σ -0.801σ 1.94σ -0.46σ 1.88σ
TestMisc_test_pmedian_tuple_test8 1.86σ 1.7σ 1.79σ 1.49σ 2.03σ
TestJump_test_clnlbean_5000 0.716σ 1.35σ 2.01σ
TestJump_test_clnlbean_50000 2.47σ 1.77σ 2.02σ
TestJump_test_facility_25 1.79σ 1.75σ 2.04σ 2.29σ 1.95σ
TestJump_test_facility_5 -0.23σ -0.611σ 2.14σ -0.657σ 1.94σ
TestJump_test_facility_quicksum_25 1.82σ 1.58σ 2.01σ 2.24σ 1.98σ
TestJump_test_facility_quicksum_5 -0.22σ -2.23σ 1.85σ -0.787σ 1.93σ
TestJump_test_lqcp_10 -0.122σ 2.14σ 2.11σ 1.9σ 1.71σ
TestJump_test_lqcp_500 0.661σ 1.69σ 1.91σ -0.605σ 1.93σ
TestJump_test_lqcp_quicksum_10 -0.107σ 0.114σ 2.13σ 2.07σ 1.97σ
TestJump_test_lqcp_quicksum_500 -0.338σ 1.7σ 1.95σ -0.596σ 1.97σ
TestJump_test_opf_662 -0.711σ 0.322σ 2.01σ
TestJump_test_opf_6620 2.26σ 0.858σ 1.97σ
TestJump_test_opf_quicksum_662 -0.79σ 1.14σ 1.59σ
TestJump_test_opf_quicksum_6620 1.93σ 0.873σ 1.96σ
TestDevel_test_issue_691 2.41σ 1.49σ 2.1σ 0.922σ 1.63σ
TestModels_test_dcopf_case2383wp 2.0σ -1.16σ 2.12σ -0.0122σ 1.98σ
TestModels_test_uc_20140901_expected 1.8σ 1.86σ 1.79σ -0.0793σ 2.05σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 2.23σ 1.95σ 2.22σ
TestMisc_test_bilinear_100 2.88σ 1.97σ 2.03σ 2.02σ 2.02σ
TestMisc_test_bilinear_100000 1.48σ 1.96σ 1.79σ 1.78σ 1.93σ
TestMisc_test_bilinear_nlcontext_100 2.87σ 1.29σ 2.18σ 2.14σ 2.2σ
TestMisc_test_bilinear_nlcontext_100000 1.45σ 1.98σ 1.87σ 1.81σ 1.88σ
TestMisc_test_diag_quicksum_100 2.99σ 1.2σ 1.8σ 1.73σ 1.93σ
TestMisc_test_diag_quicksum_100000 0.802σ 1.45σ 1.42σ 1.51σ 1.88σ
TestMisc_test_diag_sum_100 2.84σ 2.24σ 2.11σ 1.96σ 2.03σ
TestMisc_test_diag_sum_100000 0.974σ 1.8σ 1.86σ 1.59σ 1.84σ
TestMisc_test_pmedian_quicksum_test4 2.45σ 2.03σ 2.07σ 1.89σ 2.09σ
TestMisc_test_pmedian_quicksum_test8 1.56σ 1.4σ 1.94σ 1.74σ 1.92σ
TestMisc_test_pmedian_sum_test4 0.133σ 1.78σ 1.92σ 1.88σ 2.03σ
TestMisc_test_pmedian_sum_test8 1.67σ 1.72σ 1.57σ 1.85σ 1.95σ
TestMisc_test_pmedian_tuple_test4 0.129σ 2.15σ 2.12σ 1.9σ 2.18σ
TestMisc_test_pmedian_tuple_test8 1.89σ 2.06σ 2.09σ 1.98σ 2.19σ
TestJump_test_clnlbean_5000 1.69σ 2.02σ 1.99σ
TestJump_test_clnlbean_50000 1.84σ 1.95σ 2.03σ
TestJump_test_facility_25 2.02σ 1.82σ 2.07σ 2.19σ 2.07σ
TestJump_test_facility_5 2.59σ 2.09σ 2.11σ 2.12σ 2.08σ
TestJump_test_facility_quicksum_25 2.14σ 1.96σ 2.14σ 2.11σ 2.1σ
TestJump_test_facility_quicksum_5 2.81σ 2.1σ 2.12σ 2.14σ 2.1σ
TestJump_test_lqcp_10 2.86σ 2.12σ 2.24σ 2.19σ 1.69σ
TestJump_test_lqcp_500 1.49σ 1.99σ 2.0σ 2.05σ 1.97σ
TestJump_test_lqcp_quicksum_10 2.82σ 0.1σ 1.98σ 1.77σ 1.92σ
TestJump_test_lqcp_quicksum_500 1.54σ 1.81σ 2.04σ 1.96σ 2.08σ
TestJump_test_opf_662 1.92σ 1.98σ 1.72σ
TestJump_test_opf_6620 1.42σ 1.59σ 1.56σ
TestJump_test_opf_quicksum_662 1.99σ 1.91σ 1.93σ
TestJump_test_opf_quicksum_6620 1.35σ 1.88σ 1.94σ
TestDevel_test_issue_691 1.8σ 1.34σ 1.95σ 1.85σ 2.13σ
TestModels_test_dcopf_case2383wp 1.95σ 1.73σ 1.8σ 1.95σ 2.08σ
TestModels_test_uc_20140901_expected 1.94σ 1.97σ 2.02σ 2.08σ 2.12σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 2.2σ 1.32σ 2.33σ
TestMisc_test_bilinear_100 2.83σ 2.38σ 2.29σ 2.1σ 2.15σ
TestMisc_test_bilinear_100000 1.34σ 1.99σ 2.28σ 2.02σ 1.9σ
TestMisc_test_bilinear_nlcontext_100 2.9σ 0.184σ 2.01σ 1.94σ 1.87σ
TestMisc_test_bilinear_nlcontext_100000 0.241σ 2.01σ 2.04σ 1.98σ 1.89σ
TestMisc_test_diag_quicksum_100 3.07σ 0.224σ 2.11σ 2.19σ 2.06σ
TestMisc_test_diag_quicksum_100000 2.22σ 1.94σ 1.97σ 1.94σ 2.01σ
TestMisc_test_diag_sum_100 3.05σ 2.16σ 1.9σ 1.84σ 1.99σ
TestMisc_test_diag_sum_100000 2.39σ 1.98σ 1.9σ 2.01σ 1.92σ
TestMisc_test_pmedian_quicksum_test4 2.43σ 1.67σ 2.05σ 1.98σ 2.03σ
TestMisc_test_pmedian_quicksum_test8 1.93σ 2.05σ 1.97σ 2.01σ 2.1σ
TestMisc_test_pmedian_sum_test4 0.0945σ 2.09σ 2.17σ 2.05σ 2.07σ
TestMisc_test_pmedian_sum_test8 1.91σ 1.83σ 1.93σ 2.02σ 2.11σ
TestMisc_test_pmedian_tuple_test4 0.381σ 2.06σ 1.95σ 1.95σ 2.03σ
TestMisc_test_pmedian_tuple_test8 1.89σ 1.94σ 1.91σ 2.01σ 2.04σ
TestJump_test_clnlbean_5000 1.95σ 1.67σ 2.07σ
TestJump_test_clnlbean_50000 2.18σ 1.91σ 2.05σ
TestJump_test_facility_25 1.96σ 1.75σ 1.92σ 2.04σ 2.13σ
TestJump_test_facility_5 2.68σ 2.13σ 2.08σ 1.96σ 2.09σ
TestJump_test_facility_quicksum_25 1.93σ 1.8σ 1.93σ 1.92σ 2.13σ
TestJump_test_facility_quicksum_5 2.65σ 1.6σ 2.11σ 2.03σ 2.14σ
TestJump_test_lqcp_10 2.93σ 2.15σ 2.11σ 1.99σ 2.13σ
TestJump_test_lqcp_500 2.41σ 1.93σ 1.72σ 1.78σ 1.96σ
TestJump_test_lqcp_quicksum_10 2.9σ 0.0485σ 1.89σ 1.91σ 2.09σ
TestJump_test_lqcp_quicksum_500 1.76σ 1.91σ 1.84σ 1.83σ 1.95σ
TestJump_test_opf_662 0.791σ 1.81σ 1.75σ
TestJump_test_opf_6620 0.282σ 1.95σ 2.07σ
TestJump_test_opf_quicksum_662 0.392σ 1.97σ 1.98σ
TestJump_test_opf_quicksum_6620 0.681σ 2.01σ 1.98σ
TestDevel_test_issue_691 1.79σ 1.85σ 1.88σ 1.98σ 1.99σ
TestModels_test_dcopf_case2383wp 1.66σ 1.52σ 1.55σ 1.61σ 1.16σ
TestModels_test_uc_20140901_expected 1.33σ 1.68σ 1.45σ 2.05σ 1.97σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 1.36σ 1.11σ 2.2σ
TestMisc_test_bilinear_100 2.89σ 2.01σ 2.08σ 1.87σ 1.87σ
TestMisc_test_bilinear_100000 0.188σ 1.94σ 1.92σ 1.62σ 1.57σ
TestMisc_test_bilinear_nlcontext_100 2.86σ 0.0116σ 2.09σ 2.04σ 1.84σ
TestMisc_test_bilinear_nlcontext_100000 0.736σ 1.95σ 1.86σ 1.87σ 1.85σ
TestMisc_test_diag_quicksum_100 2.93σ 0.0105σ 2.04σ 1.96σ 1.86σ
TestMisc_test_diag_quicksum_100000 2.34σ 2.02σ 1.93σ 2.08σ 1.53σ
TestMisc_test_diag_sum_100 2.85σ 2.03σ 2.1σ 1.92σ 1.95σ
TestMisc_test_diag_sum_100000 2.86σ 2.14σ 1.99σ 2.0σ 1.63σ
TestMisc_test_pmedian_quicksum_test4 2.36σ 1.98σ 2.08σ 1.91σ 1.88σ
TestMisc_test_pmedian_quicksum_test8 1.84σ 2.13σ 2.2σ 1.97σ 1.89σ
TestMisc_test_pmedian_sum_test4 1.63σ 2.06σ 2.04σ 1.92σ 1.86σ
TestMisc_test_pmedian_sum_test8 1.92σ 1.98σ 2.03σ 1.98σ 1.88σ
TestMisc_test_pmedian_tuple_test4 2.38σ 2.39σ 2.0σ 2.0σ 1.93σ
TestMisc_test_pmedian_tuple_test8 1.83σ 1.88σ 1.98σ 2.13σ 1.88σ
TestJump_test_clnlbean_5000 1.24σ 1.97σ 1.82σ
TestJump_test_clnlbean_50000 2.08σ 2.04σ 1.81σ
TestJump_test_facility_25 2.01σ 1.77σ 2.01σ 1.85σ 2.2σ
TestJump_test_facility_5 2.63σ 2.44σ 2.13σ 1.99σ 2.02σ
TestJump_test_facility_quicksum_25 1.92σ 1.85σ 2.23σ 1.74σ 1.99σ
TestJump_test_facility_quicksum_5 2.62σ 2.14σ 2.17σ 2.07σ 2.06σ
TestJump_test_lqcp_10 2.82σ 2.38σ 2.28σ 2.33σ 2.01σ
TestJump_test_lqcp_500 2.18σ 1.86σ 2.01σ 1.89σ 1.97σ
TestJump_test_lqcp_quicksum_10 2.76σ 0.0454σ 2.32σ 2.15σ 2.06σ
TestJump_test_lqcp_quicksum_500 1.9σ 1.96σ 2.02σ 1.95σ 1.92σ
TestJump_test_opf_662 0.585σ 1.91σ 1.67σ
TestJump_test_opf_6620 0.643σ 2.0σ 1.82σ
TestJump_test_opf_quicksum_662 0.365σ 2.39σ 1.74σ
TestJump_test_opf_quicksum_6620 0.381σ 1.95σ 1.73σ
TestDevel_test_issue_691 1.86σ 2.08σ 2.0σ 2.33σ 2.06σ
TestModels_test_dcopf_case2383wp 1.84σ 1.95σ 2.16σ 1.11σ 1.98σ
TestModels_test_uc_20140901_expected 1.81σ 1.9σ 1.97σ 1.97σ 1.97σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 2.23σ 2.01σ 2.2σ
TestMisc_test_bilinear_100 2.89σ 2.03σ 2.12σ 2.07σ 2.06σ
TestMisc_test_bilinear_100000 1.96σ 2.02σ 2.15σ 2.0σ 2.05σ
TestMisc_test_bilinear_nlcontext_100 2.8σ 2.29σ 2.37σ 2.14σ 2.23σ
TestMisc_test_bilinear_nlcontext_100000 1.98σ 1.88σ 2.12σ 2.0σ 2.02σ
TestMisc_test_diag_quicksum_100 2.88σ 1.09σ 2.18σ 1.98σ 2.1σ
TestMisc_test_diag_quicksum_100000 1.95σ 2.02σ 2.11σ 2.0σ 2.14σ
TestMisc_test_diag_sum_100 2.89σ 1.86σ 2.17σ 2.02σ 2.0σ
TestMisc_test_diag_sum_100000 2.23σ 1.94σ 2.22σ 1.65σ 2.16σ
TestMisc_test_pmedian_quicksum_test4 1.68σ 1.79σ 2.32σ 1.98σ 2.09σ
TestMisc_test_pmedian_quicksum_test8 1.93σ 2.0σ 2.06σ 2.04σ 2.11σ
TestMisc_test_pmedian_sum_test4 0.499σ 1.79σ 1.78σ 1.59σ 1.66σ
TestMisc_test_pmedian_sum_test8 1.69σ 2.13σ 2.07σ 1.97σ 2.06σ
TestMisc_test_pmedian_tuple_test4 0.951σ 2.1σ 2.31σ 2.03σ 2.18σ
TestMisc_test_pmedian_tuple_test8 1.88σ 1.99σ 2.22σ 1.99σ 2.15σ
TestJump_test_clnlbean_5000 1.49σ 2.13σ 2.06σ
TestJump_test_clnlbean_50000 2.08σ 2.11σ 2.19σ
TestJump_test_facility_25 1.91σ 2.03σ 2.1σ 2.04σ 2.24σ
TestJump_test_facility_5 2.58σ 2.1σ 2.14σ 2.08σ 2.17σ
TestJump_test_facility_quicksum_25 2.06σ 2.16σ 1.95σ 2.16σ 2.24σ
TestJump_test_facility_quicksum_5 2.61σ 2.07σ 2.07σ 2.02σ 2.17σ
TestJump_test_lqcp_10 2.75σ 2.09σ 1.98σ 1.86σ 2.02σ
TestJump_test_lqcp_500 2.07σ 2.13σ 2.1σ 2.03σ 2.11σ
TestJump_test_lqcp_quicksum_10 2.73σ 1.96σ 2.21σ 2.16σ 2.09σ
TestJump_test_lqcp_quicksum_500 1.93σ 2.18σ 2.03σ 2.01σ 2.21σ
TestJump_test_opf_662 2.58σ 2.04σ 2.13σ
TestJump_test_opf_6620 2.03σ 2.05σ 2.12σ
TestJump_test_opf_quicksum_662 2.18σ 2.09σ 2.18σ
TestJump_test_opf_quicksum_6620 2.24σ 2.04σ 2.14σ
TestDevel_test_issue_691 1.77σ 1.78σ 1.91σ 1.89σ 1.85σ
TestModels_test_dcopf_case2383wp 1.95σ 1.72σ 1.73σ 1.6σ 2.18σ
TestModels_test_uc_20140901_expected 1.94σ 2.07σ 1.85σ 1.59σ 1.69σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic -1.45σ 2.25σ 2.37σ
TestMisc_test_bilinear_100 3.0σ 1.91σ 2.11σ 2.0σ 2.03σ
TestMisc_test_bilinear_100000 2.26σ 1.42σ 1.7σ 1.96σ 1.85σ
TestMisc_test_bilinear_nlcontext_100 3.08σ 0.113σ 2.25σ 1.94σ 1.75σ
TestMisc_test_bilinear_nlcontext_100000 2.0σ 1.36σ 1.66σ 2.0σ 1.9σ
TestMisc_test_diag_quicksum_100 3.01σ 0.0963σ 2.56σ 1.97σ 1.94σ
TestMisc_test_diag_quicksum_100000 3.02σ 1.35σ 1.99σ 1.74σ 1.87σ
TestMisc_test_diag_sum_100 3.03σ 2.1σ 2.2σ 0.44σ 1.92σ
TestMisc_test_diag_sum_100000 3.08σ 1.38σ 1.92σ 1.88σ 1.9σ
TestMisc_test_pmedian_quicksum_test4 -0.469σ -0.63σ 2.35σ -0.829σ 1.74σ
TestMisc_test_pmedian_quicksum_test8 2.33σ 1.75σ 1.89σ 1.58σ 1.98σ
TestMisc_test_pmedian_sum_test4 -0.0743σ -0.675σ 2.25σ -0.985σ 1.91σ
TestMisc_test_pmedian_sum_test8 2.17σ 2.01σ 2.08σ 1.06σ 1.99σ
TestMisc_test_pmedian_tuple_test4 -0.235σ -0.535σ 1.01σ -0.818σ 1.96σ
TestMisc_test_pmedian_tuple_test8 2.47σ 1.7σ 1.89σ 1.6σ 2.02σ
TestJump_test_clnlbean_5000 0.397σ 1.13σ 1.83σ
TestJump_test_clnlbean_50000 2.6σ 1.72σ 1.98σ
TestJump_test_facility_25 2.17σ 1.63σ 2.27σ 2.52σ 2.03σ
TestJump_test_facility_5 -0.167σ -0.464σ 0.748σ -0.51σ 1.94σ
TestJump_test_facility_quicksum_25 2.32σ 1.56σ 2.11σ 2.54σ 2.0σ
TestJump_test_facility_quicksum_5 -0.175σ -0.487σ 2.28σ -0.56σ 1.97σ
TestJump_test_lqcp_10 -0.0805σ 2.31σ 2.18σ 2.14σ 2.2σ
TestJump_test_lqcp_500 -0.887σ 1.57σ 1.9σ 0.111σ 2.05σ
TestJump_test_lqcp_quicksum_10 -0.0832σ 0.0567σ 2.56σ 2.04σ 1.94σ
TestJump_test_lqcp_quicksum_500 -1.01σ 1.45σ 1.89σ 0.141σ 1.99σ
TestJump_test_opf_662 -1.02σ 0.187σ 1.85σ
TestJump_test_opf_6620 2.26σ 0.568σ 1.84σ
TestJump_test_opf_quicksum_662 -0.987σ 0.148σ 1.81σ
TestJump_test_opf_quicksum_6620 2.31σ 0.6σ 1.84σ
TestDevel_test_issue_691 2.01σ 0.551σ 1.95σ 0.479σ 1.98σ
TestModels_test_dcopf_case2383wp 1.76σ -1.4σ 2.18σ -0.113σ 1.91σ
TestModels_test_uc_20140901_expected 1.7σ 1.69σ 1.98σ 0.21σ 1.9σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 2.09σ 1.89σ 1.98σ
TestMisc_test_bilinear_100 2.39σ 2.06σ 2.08σ 2.01σ 2.02σ
TestMisc_test_bilinear_100000 1.7σ 1.62σ 1.67σ 1.59σ 1.64σ
TestMisc_test_bilinear_nlcontext_100 1.16σ 1.85σ 2.06σ 1.96σ 0.769σ
TestMisc_test_bilinear_nlcontext_100000 1.65σ 1.59σ 1.65σ 1.58σ 1.68σ
TestMisc_test_diag_quicksum_100 2.32σ 0.778σ 2.01σ 1.96σ 1.97σ
TestMisc_test_diag_quicksum_100000 1.45σ 1.92σ 2.06σ 2.08σ 2.02σ
TestMisc_test_diag_sum_100 2.96σ 2.16σ 2.21σ 2.0σ 2.01σ
TestMisc_test_diag_sum_100000 0.814σ 2.13σ 2.04σ 2.1σ 2.07σ
TestMisc_test_pmedian_quicksum_test4 0.591σ 2.12σ 2.09σ 2.07σ 1.97σ
TestMisc_test_pmedian_quicksum_test8 1.74σ 1.66σ 1.85σ 1.93σ 2.04σ
TestMisc_test_pmedian_sum_test4 0.145σ 2.11σ 1.38σ 1.33σ 1.99σ
TestMisc_test_pmedian_sum_test8 1.94σ 1.95σ 1.94σ 1.98σ 1.98σ
TestMisc_test_pmedian_tuple_test4 2.37σ 0.664σ 1.44σ 1.95σ 1.99σ
TestMisc_test_pmedian_tuple_test8 1.93σ 2.09σ 2.03σ 1.94σ 1.84σ
TestJump_test_clnlbean_5000 0.893σ 2.0σ 2.08σ
TestJump_test_clnlbean_50000 1.92σ 2.0σ 2.13σ
TestJump_test_facility_25 1.55σ 1.9σ 2.1σ 1.93σ 1.99σ
TestJump_test_facility_5 2.57σ 1.35σ 2.07σ 2.07σ 2.0σ
TestJump_test_facility_quicksum_25 2.2σ 1.88σ 2.19σ 2.05σ 1.99σ
TestJump_test_facility_quicksum_5 2.59σ 1.35σ 2.0σ 2.02σ 1.96σ
TestJump_test_lqcp_10 2.86σ 2.03σ 2.13σ 2.03σ 2.01σ
TestJump_test_lqcp_500 1.54σ 2.02σ 2.03σ 2.07σ 2.06σ
TestJump_test_lqcp_quicksum_10 2.8σ 2.06σ 2.04σ 1.7σ 1.7σ
TestJump_test_lqcp_quicksum_500 1.56σ 2.12σ 2.05σ 2.13σ 2.08σ
TestJump_test_opf_662 0.691σ 1.87σ 2.0σ
TestJump_test_opf_6620 1.56σ 1.87σ 2.0σ
TestJump_test_opf_quicksum_662 2.0σ 1.92σ 2.0σ
TestJump_test_opf_quicksum_6620 1.71σ 1.93σ 2.04σ
TestDevel_test_issue_691 1.62σ 1.62σ 1.9σ 1.84σ 1.38σ
TestModels_test_dcopf_case2383wp 2.11σ 2.03σ 2.04σ 2.12σ 2.09σ
TestModels_test_uc_20140901_expected 1.78σ 2.06σ 1.8σ 1.64σ 2.07σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 2.15σ 1.81σ 2.04σ
TestMisc_test_bilinear_100 2.35σ 1.99σ 1.98σ 1.88σ 2.04σ
TestMisc_test_bilinear_100000 1.02σ 2.05σ 2.11σ 2.02σ 2.0σ
TestMisc_test_bilinear_nlcontext_100 2.82σ 0.016σ 2.16σ 1.98σ 2.0σ
TestMisc_test_bilinear_nlcontext_100000 0.949σ 2.16σ 2.08σ 1.94σ 1.96σ
TestMisc_test_diag_quicksum_100 2.88σ 0.0128σ 2.08σ 1.95σ 1.93σ
TestMisc_test_diag_quicksum_100000 2.83σ 2.19σ 2.02σ 2.09σ 1.89σ
TestMisc_test_diag_sum_100 2.95σ 2.18σ 2.15σ 1.98σ 1.96σ
TestMisc_test_diag_sum_100000 2.26σ 1.79σ 1.65σ 1.62σ 1.57σ
TestMisc_test_pmedian_quicksum_test4 2.03σ 1.78σ 1.68σ 1.67σ 1.61σ
TestMisc_test_pmedian_quicksum_test8 1.7σ 1.7σ 2.0σ 1.98σ 1.91σ
TestMisc_test_pmedian_sum_test4 0.706σ 1.49σ 1.56σ 1.63σ 1.61σ
TestMisc_test_pmedian_sum_test8 1.74σ 1.95σ 1.97σ 2.0σ 1.93σ
TestMisc_test_pmedian_tuple_test4 0.638σ 0.605σ 2.04σ 0.818σ 1.71σ
TestMisc_test_pmedian_tuple_test8 2.01σ 2.09σ 2.14σ 2.04σ 1.96σ
TestJump_test_clnlbean_5000 1.49σ 1.6σ 1.66σ
TestJump_test_clnlbean_50000 1.82σ 1.93σ 2.0σ
TestJump_test_facility_25 2.02σ 1.93σ 2.05σ 2.08σ 1.96σ
TestJump_test_facility_5 2.62σ 2.02σ 2.06σ 2.02σ 2.03σ
TestJump_test_facility_quicksum_25 2.1σ 1.94σ 2.05σ 1.99σ 1.98σ
TestJump_test_facility_quicksum_5 2.61σ 2.06σ 1.39σ 1.74σ 1.98σ
TestJump_test_lqcp_10 2.79σ 1.82σ 1.82σ 1.76σ 1.75σ
TestJump_test_lqcp_500 2.05σ 1.97σ 1.96σ 2.05σ 1.95σ
TestJump_test_lqcp_quicksum_10 2.79σ 2.21σ 2.25σ 1.98σ 1.99σ
TestJump_test_lqcp_quicksum_500 2.06σ 1.97σ 1.94σ 2.0σ 1.92σ
TestJump_test_opf_662 0.711σ 1.69σ 2.01σ
TestJump_test_opf_6620 1.31σ 1.98σ 2.07σ
TestJump_test_opf_quicksum_662 0.777σ 1.98σ 2.08σ
TestJump_test_opf_quicksum_6620 1.14σ 1.97σ 2.18σ
TestDevel_test_issue_691 1.68σ 1.89σ 1.92σ 1.5σ 1.89σ
TestModels_test_dcopf_case2383wp 1.91σ 0.996σ 2.01σ 1.92σ 1.94σ
TestModels_test_uc_20140901_expected 1.75σ 1.97σ 1.95σ 2.01σ 2.09σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 2.52σ 1.42σ 2.22σ
TestMisc_test_bilinear_100 2.92σ 2.32σ 2.4σ 2.29σ 2.19σ
TestMisc_test_bilinear_100000 0.29σ 1.9σ 1.83σ 1.96σ 1.96σ
TestMisc_test_bilinear_nlcontext_100 2.99σ 1.75σ 2.06σ 1.96σ 1.89σ
TestMisc_test_bilinear_nlcontext_100000 0.682σ 2.1σ 1.87σ 1.88σ 1.9σ
TestMisc_test_diag_quicksum_100 2.9σ 0.0147σ 1.73σ 1.77σ 2.19σ
TestMisc_test_diag_quicksum_100000 2.24σ 1.83σ 1.81σ 1.76σ 2.06σ
TestMisc_test_diag_sum_100 2.85σ 1.88σ 1.96σ 1.77σ 1.91σ
TestMisc_test_diag_sum_100000 2.21σ 1.9σ 1.76σ 1.88σ 1.8σ
TestMisc_test_pmedian_quicksum_test4 2.44σ 1.95σ 1.98σ 1.85σ 1.75σ
TestMisc_test_pmedian_quicksum_test8 1.85σ 1.87σ 1.92σ 1.92σ 1.91σ
TestMisc_test_pmedian_sum_test4 0.0939σ 1.94σ 2.0σ 1.85σ 0.249σ
TestMisc_test_pmedian_sum_test8 1.85σ 1.84σ 1.83σ 1.78σ 1.89σ
TestMisc_test_pmedian_tuple_test4 1.1σ 2.04σ 2.1σ 1.85σ 1.87σ
TestMisc_test_pmedian_tuple_test8 2.0σ 1.85σ 1.9σ 1.85σ 1.84σ
TestJump_test_clnlbean_5000 0.709σ 1.92σ 1.85σ
TestJump_test_clnlbean_50000 1.77σ 1.95σ 1.8σ
TestJump_test_facility_25 1.86σ 1.82σ 1.95σ 1.82σ 1.92σ
TestJump_test_facility_5 2.67σ 1.79σ 1.99σ 1.71σ 1.84σ
TestJump_test_facility_quicksum_25 1.34σ 1.83σ 2.02σ 1.73σ 1.95σ
TestJump_test_facility_quicksum_5 2.69σ 1.88σ 1.98σ 1.95σ 0.95σ
TestJump_test_lqcp_10 2.85σ 2.13σ 2.11σ 1.83σ 2.07σ
TestJump_test_lqcp_500 2.09σ 1.93σ 1.87σ 1.82σ 1.95σ
TestJump_test_lqcp_quicksum_10 2.89σ 2.07σ 2.09σ 1.89σ 2.07σ
TestJump_test_lqcp_quicksum_500 2.12σ 1.85σ 1.92σ 1.82σ 2.02σ
TestJump_test_opf_662 0.166σ 1.98σ 1.77σ
TestJump_test_opf_6620 0.543σ 2.02σ 1.97σ
TestJump_test_opf_quicksum_662 0.451σ 1.93σ 1.95σ
TestJump_test_opf_quicksum_6620 0.625σ 2.0σ 1.99σ
TestDevel_test_issue_691 1.68σ 1.82σ 1.91σ 1.94σ 1.88σ
TestModels_test_dcopf_case2383wp 1.86σ 1.95σ 0.89σ 1.86σ 1.98σ
TestModels_test_uc_20140901_expected 1.72σ 1.92σ 1.87σ 1.86σ 1.98σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 2.56σ 2.16σ 2.26σ
TestMisc_test_bilinear_100 2.88σ 2.43σ 2.63σ 2.09σ 2.46σ
TestMisc_test_bilinear_100000 1.85σ 2.12σ 2.23σ 2.17σ 2.25σ
TestMisc_test_bilinear_nlcontext_100 2.84σ 2.48σ 2.47σ 2.34σ 2.22σ
TestMisc_test_bilinear_nlcontext_100000 2.04σ 2.07σ 2.27σ 2.17σ 2.29σ
TestMisc_test_diag_quicksum_100 2.98σ 2.22σ 2.37σ 2.0σ 2.31σ
TestMisc_test_diag_quicksum_100000 2.51σ 2.13σ 2.17σ 2.19σ 2.23σ
TestMisc_test_diag_sum_100 2.98σ 2.3σ 2.48σ 2.27σ 2.46σ
TestMisc_test_diag_sum_100000 2.3σ 2.03σ 2.13σ 2.13σ 2.23σ
TestMisc_test_pmedian_quicksum_test4 2.49σ 2.19σ 2.27σ 2.14σ 2.32σ
TestMisc_test_pmedian_quicksum_test8 2.14σ 2.0σ 2.29σ 2.19σ 2.29σ
TestMisc_test_pmedian_sum_test4 0.169σ 2.16σ 2.3σ 2.17σ 2.29σ
TestMisc_test_pmedian_sum_test8 2.04σ 2.02σ 2.18σ 2.13σ 2.31σ
TestMisc_test_pmedian_tuple_test4 2.36σ 2.26σ 2.38σ 2.13σ 2.25σ
TestMisc_test_pmedian_tuple_test8 2.06σ 2.03σ 2.25σ 2.14σ 2.27σ
TestJump_test_clnlbean_5000 2.19σ 2.16σ 2.31σ
TestJump_test_clnlbean_50000 2.16σ 2.35σ 2.26σ
TestJump_test_facility_25 1.97σ 2.08σ 2.21σ 2.44σ 2.28σ
TestJump_test_facility_5 2.69σ 2.08σ 2.25σ 2.25σ 2.27σ
TestJump_test_facility_quicksum_25 1.9σ 2.09σ 2.14σ 2.34σ 2.36σ
TestJump_test_facility_quicksum_5 2.66σ 2.21σ 2.19σ 2.33σ 2.25σ
TestJump_test_lqcp_10 2.81σ 2.3σ 2.32σ 2.3σ 2.3σ
TestJump_test_lqcp_500 2.16σ 2.26σ 2.17σ 2.25σ 2.27σ
TestJump_test_lqcp_quicksum_10 2.83σ 0.0393σ 2.36σ 2.32σ 2.39σ
TestJump_test_lqcp_quicksum_500 2.15σ 2.21σ 2.15σ 2.23σ 2.31σ
TestJump_test_opf_662 1.93σ 2.12σ 2.26σ
TestJump_test_opf_6620 2.22σ 2.14σ 2.35σ
TestJump_test_opf_quicksum_662 2.23σ 2.17σ 2.37σ
TestJump_test_opf_quicksum_6620 2.16σ 2.39σ 2.28σ
TestDevel_test_issue_691 1.75σ 1.9σ 1.92σ 2.37σ 2.23σ
TestModels_test_dcopf_case2383wp 2.08σ 2.53σ 2.22σ 2.31σ 2.28σ
TestModels_test_uc_20140901_expected 2.03σ 2.2σ 2.21σ 2.22σ 2.33σ