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: Feb-04-2026 00:59

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 1.73σ 1.52σ 0.208σ
TestMisc_test_bilinear_100 1.02σ 1.77σ 1.84σ 2.23σ 2.48σ
TestMisc_test_bilinear_100000 0.557σ 0.72σ 0.112σ 0.814σ 1.12σ
TestMisc_test_bilinear_nlcontext_100 1.59σ 2.83σ 2.57σ 2.5σ 2.37σ
TestMisc_test_bilinear_nlcontext_100000 1.23σ 0.511σ 0.386σ 0.644σ 0.356σ
TestMisc_test_diag_quicksum_100 1.42σ 1.97σ 2.25σ 2.44σ 2.43σ
TestMisc_test_diag_quicksum_100000 1.39σ 0.0619σ 0.865σ 0.352σ 0.507σ
TestMisc_test_diag_sum_100 2.05σ 2.2σ 2.14σ 2.23σ 1.84σ
TestMisc_test_diag_sum_100000 1.82σ 0.418σ 1.0σ 1.04σ 0.597σ
TestMisc_test_pmedian_quicksum_test4 1.0σ 0.883σ 1.84σ 1.36σ 1.2σ
TestMisc_test_pmedian_quicksum_test8 1.27σ 0.718σ 0.993σ 0.117σ 0.36σ
TestMisc_test_pmedian_sum_test4 1.35σ 1.02σ 0.768σ 0.68σ 0.737σ
TestMisc_test_pmedian_sum_test8 0.413σ 0.184σ 0.377σ 0.478σ 0.26σ
TestMisc_test_pmedian_tuple_test4 1.12σ 0.78σ 0.556σ 0.817σ 0.446σ
TestMisc_test_pmedian_tuple_test8 0.613σ 0.331σ 0.367σ 0.267σ 0.271σ
TestJump_test_clnlbean_5000 0.47σ 0.205σ 0.279σ
TestJump_test_clnlbean_50000 0.58σ 0.192σ 0.196σ
TestJump_test_facility_25 0.156σ 0.0819σ 0.1σ 0.18σ 0.201σ
TestJump_test_facility_5 0.438σ 0.635σ 0.529σ 0.899σ 0.575σ
TestJump_test_facility_quicksum_25 0.49σ 0.203σ 0.0479σ 0.29σ 0.223σ
TestJump_test_facility_quicksum_5 0.796σ 0.983σ 0.7σ 0.87σ 0.409σ
TestJump_test_lqcp_10 1.15σ 1.63σ 1.08σ 1.56σ 1.09σ
TestJump_test_lqcp_500 0.455σ 0.0304σ 0.294σ 0.369σ 0.387σ
TestJump_test_lqcp_quicksum_10 0.337σ 1.48σ 1.17σ 1.5σ 0.971σ
TestJump_test_lqcp_quicksum_500 0.654σ 0.128σ 0.138σ 0.145σ 0.223σ
TestJump_test_opf_662 1.1σ 0.201σ 0.276σ
TestJump_test_opf_6620 0.908σ 0.191σ 0.31σ
TestJump_test_opf_quicksum_662 0.129σ 0.283σ 0.357σ
TestJump_test_opf_quicksum_6620 0.653σ 0.128σ 0.339σ
TestDevel_test_issue_691 0.767σ 0.664σ 0.719σ 0.552σ 0.522σ
TestModels_test_dcopf_case2383wp 1.02σ 0.526σ 0.57σ 0.381σ 0.68σ
TestModels_test_uc_20140901_expected 0.724σ 0.593σ 0.511σ 0.378σ 0.545σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.896σ 0.046σ 0.0347σ
TestMisc_test_bilinear_100 0.266σ 0.244σ 0.249σ 0.402σ 0.265σ
TestMisc_test_bilinear_100000 0.035σ 0.039σ 0.0568σ 0.112σ 0.0545σ
TestMisc_test_bilinear_nlcontext_100 0.876σ 0.79σ 0.715σ 0.941σ 0.84σ
TestMisc_test_bilinear_nlcontext_100000 0.548σ 0.208σ 0.15σ 0.299σ 0.0936σ
TestMisc_test_diag_quicksum_100 0.671σ 0.795σ 0.779σ 0.963σ 0.687σ
TestMisc_test_diag_quicksum_100000 0.136σ 0.135σ 0.0285σ 0.449σ 0.0571σ
TestMisc_test_diag_sum_100 0.256σ 0.348σ 0.356σ 0.285σ 0.241σ
TestMisc_test_diag_sum_100000 0.104σ 0.086σ -0.0126σ 0.328σ 0.0969σ
TestMisc_test_pmedian_quicksum_test4 -0.00853σ 0.247σ 0.228σ 0.262σ 0.141σ
TestMisc_test_pmedian_quicksum_test8 0.221σ 0.0883σ 0.0698σ 0.206σ 0.0957σ
TestMisc_test_pmedian_sum_test4 0.064σ 0.0608σ 0.12σ 0.189σ 0.189σ
TestMisc_test_pmedian_sum_test8 0.111σ 0.142σ 0.0521σ 0.163σ 0.0888σ
TestMisc_test_pmedian_tuple_test4 0.0412σ 0.0767σ 0.122σ 0.243σ 0.0822σ
TestMisc_test_pmedian_tuple_test8 0.149σ 0.145σ 0.116σ 0.218σ 0.153σ
TestJump_test_clnlbean_5000 0.167σ 0.0664σ 0.098σ
TestJump_test_clnlbean_50000 0.394σ 0.0543σ 0.119σ
TestJump_test_facility_25 0.0328σ 0.19σ 0.0934σ 0.121σ 0.208σ
TestJump_test_facility_5 0.204σ 0.146σ 0.289σ 0.305σ 0.155σ
TestJump_test_facility_quicksum_25 0.227σ 0.249σ 0.0144σ 0.155σ 0.316σ
TestJump_test_facility_quicksum_5 0.284σ 0.162σ 0.226σ 0.306σ 0.302σ
TestJump_test_lqcp_10 0.391σ 0.209σ 0.37σ 0.263σ 0.519σ
TestJump_test_lqcp_500 0.159σ 0.216σ 0.111σ 0.121σ 0.15σ
TestJump_test_lqcp_quicksum_10 0.384σ 0.758σ 0.41σ 0.265σ 0.321σ
TestJump_test_lqcp_quicksum_500 0.513σ 0.244σ 0.1σ 0.207σ 0.195σ
TestJump_test_opf_662 0.197σ 0.114σ 0.108σ
TestJump_test_opf_6620 0.266σ 0.327σ 0.137σ
TestJump_test_opf_quicksum_662 0.121σ 0.104σ 0.178σ
TestJump_test_opf_quicksum_6620 0.121σ 0.0584σ 0.135σ
TestDevel_test_issue_691 0.501σ 0.241σ 0.163σ 0.249σ 0.19σ
TestModels_test_dcopf_case2383wp 0.306σ 0.0763σ 0.222σ 0.225σ 0.254σ
TestModels_test_uc_20140901_expected 0.345σ 0.238σ 0.133σ 0.189σ 0.248σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 1.1σ 0.748σ 1.05σ
TestMisc_test_bilinear_100 1.55σ 0.676σ 0.733σ 0.773σ 0.658σ
TestMisc_test_bilinear_100000 0.884σ 0.986σ 0.996σ 1.13σ 1.04σ
TestMisc_test_bilinear_nlcontext_100 1.24σ 0.914σ 1.06σ 0.481σ 0.416σ
TestMisc_test_bilinear_nlcontext_100000 0.469σ 1.03σ 0.988σ 1.13σ 1.04σ
TestMisc_test_diag_quicksum_100 1.58σ 1.08σ 1.02σ 1.0σ 1.39σ
TestMisc_test_diag_quicksum_100000 1.07σ 1.1σ 0.955σ 1.06σ 0.995σ
TestMisc_test_diag_sum_100 0.911σ 0.729σ 0.811σ 0.862σ 0.896σ
TestMisc_test_diag_sum_100000 1.16σ 0.956σ 0.895σ 0.942σ 1.04σ
TestMisc_test_pmedian_quicksum_test4 1.04σ 1.19σ 1.04σ 1.01σ 1.19σ
TestMisc_test_pmedian_quicksum_test8 1.1σ 1.37σ 1.1σ 1.07σ 1.11σ
TestMisc_test_pmedian_sum_test4 0.994σ 1.14σ 1.07σ 1.05σ 1.12σ
TestMisc_test_pmedian_sum_test8 1.19σ 1.23σ 1.24σ 1.07σ 1.04σ
TestMisc_test_pmedian_tuple_test4 0.727σ 0.87σ 1.39σ 0.823σ 0.936σ
TestMisc_test_pmedian_tuple_test8 1.08σ 1.32σ 1.01σ 0.978σ 1.03σ
TestJump_test_clnlbean_5000 0.999σ 1.05σ 0.96σ
TestJump_test_clnlbean_50000 1.0σ 0.947σ 0.872σ
TestJump_test_facility_25 1.05σ 1.32σ 1.01σ 1.12σ 0.959σ
TestJump_test_facility_5 1.24σ 1.03σ 0.929σ 0.976σ 0.933σ
TestJump_test_facility_quicksum_25 1.12σ 0.92σ 0.97σ 1.01σ 0.932σ
TestJump_test_facility_quicksum_5 0.873σ 0.813σ 0.853σ 0.966σ 0.966σ
TestJump_test_lqcp_10 1.17σ 0.592σ 0.729σ 0.697σ 0.768σ
TestJump_test_lqcp_500 1.1σ 0.88σ 0.906σ 0.535σ 0.705σ
TestJump_test_lqcp_quicksum_10 1.1σ 0.792σ 0.777σ 0.821σ 0.777σ
TestJump_test_lqcp_quicksum_500 0.92σ 0.853σ 0.676σ 0.941σ 0.746σ
TestJump_test_opf_662 1.01σ 0.256σ 0.487σ
TestJump_test_opf_6620 0.847σ 0.349σ 0.47σ
TestJump_test_opf_quicksum_662 0.794σ 0.77σ 0.828σ
TestJump_test_opf_quicksum_6620 0.899σ 0.766σ 0.771σ
TestDevel_test_issue_691 1.01σ 0.941σ 0.839σ 0.785σ 0.725σ
TestModels_test_dcopf_case2383wp 0.765σ 0.666σ 0.621σ 0.636σ 0.606σ
TestModels_test_uc_20140901_expected 0.822σ 0.756σ 0.773σ 0.759σ 0.737σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 1.36σ 1.35σ 1.3σ
TestMisc_test_bilinear_100 1.72σ 1.26σ 1.38σ 1.64σ 1.43σ
TestMisc_test_bilinear_100000 1.07σ 1.11σ 0.993σ 1.21σ 1.03σ
TestMisc_test_bilinear_nlcontext_100 1.27σ 1.53σ 1.4σ 0.716σ 1.26σ
TestMisc_test_bilinear_nlcontext_100000 1.09σ 1.13σ 0.908σ 1.32σ 1.1σ
TestMisc_test_diag_quicksum_100 1.49σ 0.912σ 1.43σ 1.45σ 1.16σ
TestMisc_test_diag_quicksum_100000 1.17σ 1.01σ 0.843σ 1.21σ 0.933σ
TestMisc_test_diag_sum_100 1.32σ 1.42σ 1.3σ 1.48σ 1.52σ
TestMisc_test_diag_sum_100000 1.39σ 0.835σ 0.835σ 1.14σ 0.989σ
TestMisc_test_pmedian_quicksum_test4 0.964σ 1.06σ 1.08σ 1.3σ 1.16σ
TestMisc_test_pmedian_quicksum_test8 1.04σ 1.17σ 0.928σ 1.08σ 0.954σ
TestMisc_test_pmedian_sum_test4 1.1σ 1.04σ 1.2σ 1.27σ 1.18σ
TestMisc_test_pmedian_sum_test8 1.14σ 1.09σ 1.03σ 1.08σ 1.08σ
TestMisc_test_pmedian_tuple_test4 1.05σ 1.29σ 1.16σ 1.37σ 1.15σ
TestMisc_test_pmedian_tuple_test8 1.1σ 1.22σ 0.964σ 1.18σ 1.08σ
TestJump_test_clnlbean_5000 1.28σ 1.19σ 1.22σ
TestJump_test_clnlbean_50000 1.41σ 1.2σ 1.11σ
TestJump_test_facility_25 0.989σ 1.21σ 0.889σ 1.17σ 1.07σ
TestJump_test_facility_5 0.949σ 1.1σ 0.934σ 1.26σ 1.08σ
TestJump_test_facility_quicksum_25 1.11σ 1.05σ 0.917σ 1.31σ 1.14σ
TestJump_test_facility_quicksum_5 1.32σ 1.2σ 1.04σ 1.26σ 1.21σ
TestJump_test_lqcp_10 1.54σ 1.2σ 1.29σ 1.22σ 1.12σ
TestJump_test_lqcp_500 1.12σ 1.04σ 0.96σ 1.1σ 1.04σ
TestJump_test_lqcp_quicksum_10 1.47σ 1.09σ 1.1σ 1.22σ 0.877σ
TestJump_test_lqcp_quicksum_500 1.44σ 1.03σ 1.04σ 1.06σ 1.11σ
TestJump_test_opf_662 1.62σ 1.27σ 1.03σ
TestJump_test_opf_6620 1.27σ 1.27σ 1.18σ
TestJump_test_opf_quicksum_662 1.51σ 1.28σ 0.944σ
TestJump_test_opf_quicksum_6620 1.53σ 1.33σ 1.19σ
TestDevel_test_issue_691 0.944σ 1.11σ 1.1σ 1.08σ 1.05σ
TestModels_test_dcopf_case2383wp 1.07σ 0.975σ 0.95σ 1.05σ 1.11σ
TestModels_test_uc_20140901_expected 1.0σ 1.09σ 1.21σ 1.29σ 1.08σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 1.77σ 1.4σ 1.42σ
TestMisc_test_bilinear_100 1.38σ 0.965σ 1.26σ 1.49σ 1.49σ
TestMisc_test_bilinear_100000 1.44σ 1.38σ 1.4σ 1.42σ 1.44σ
TestMisc_test_bilinear_nlcontext_100 1.51σ 1.57σ 1.77σ 1.52σ 1.49σ
TestMisc_test_bilinear_nlcontext_100000 1.55σ 1.4σ 1.39σ 1.43σ 1.46σ
TestMisc_test_diag_quicksum_100 1.55σ 1.48σ 1.47σ 1.57σ 1.54σ
TestMisc_test_diag_quicksum_100000 1.45σ 1.36σ 0.953σ 1.01σ 1.16σ
TestMisc_test_diag_sum_100 0.869σ 1.43σ 1.65σ 1.36σ 1.56σ
TestMisc_test_diag_sum_100000 1.29σ 1.11σ 0.955σ 1.03σ 1.26σ
TestMisc_test_pmedian_quicksum_test4 1.4σ 1.36σ 1.42σ 1.41σ 0.906σ
TestMisc_test_pmedian_quicksum_test8 1.23σ 1.21σ 1.01σ 1.09σ 1.14σ
TestMisc_test_pmedian_sum_test4 1.15σ 1.08σ 1.01σ 1.17σ 1.28σ
TestMisc_test_pmedian_sum_test8 1.17σ 0.888σ 0.889σ 1.11σ 1.15σ
TestMisc_test_pmedian_tuple_test4 1.2σ 1.05σ 1.06σ 1.13σ 1.25σ
TestMisc_test_pmedian_tuple_test8 1.22σ 1.19σ 0.975σ 1.15σ 1.25σ
TestJump_test_clnlbean_5000 1.08σ 0.985σ 1.11σ
TestJump_test_clnlbean_50000 1.14σ 1.03σ 1.16σ
TestJump_test_facility_25 1.28σ 1.08σ 1.13σ 1.37σ 1.23σ
TestJump_test_facility_5 1.31σ 1.19σ 1.26σ 1.36σ 1.37σ
TestJump_test_facility_quicksum_25 1.49σ 1.06σ 1.17σ 1.23σ 1.17σ
TestJump_test_facility_quicksum_5 1.21σ 0.989σ 1.29σ 1.22σ 0.469σ
TestJump_test_lqcp_10 1.07σ 1.45σ 1.35σ 1.31σ 1.37σ
TestJump_test_lqcp_500 1.08σ 1.08σ 1.14σ 1.21σ 1.17σ
TestJump_test_lqcp_quicksum_10 1.26σ 1.61σ 1.58σ 1.45σ 1.41σ
TestJump_test_lqcp_quicksum_500 1.32σ 1.06σ 1.16σ 1.13σ 1.19σ
TestJump_test_opf_662 1.16σ 1.05σ 1.14σ
TestJump_test_opf_6620 1.01σ 1.09σ 1.22σ
TestJump_test_opf_quicksum_662 1.15σ 1.15σ 1.26σ
TestJump_test_opf_quicksum_6620 1.3σ 1.12σ 1.27σ
TestDevel_test_issue_691 1.11σ 1.04σ 1.05σ 1.18σ 1.16σ
TestModels_test_dcopf_case2383wp 1.17σ 0.547σ 1.1σ 1.09σ 1.36σ
TestModels_test_uc_20140901_expected 1.07σ 1.06σ 1.01σ 1.03σ 1.2σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 1.44σ 1.01σ 0.696σ
TestMisc_test_bilinear_100 1.15σ 1.41σ 1.51σ 1.49σ 1.39σ
TestMisc_test_bilinear_100000 1.65σ 1.17σ 1.03σ 1.15σ 1.14σ
TestMisc_test_bilinear_nlcontext_100 1.31σ 1.79σ 1.82σ 1.96σ 2.0σ
TestMisc_test_bilinear_nlcontext_100000 1.13σ 1.11σ 1.04σ 1.1σ 1.14σ
TestMisc_test_diag_quicksum_100 1.34σ 1.97σ 2.08σ 2.1σ 2.05σ
TestMisc_test_diag_quicksum_100000 1.38σ 1.2σ 1.1σ 1.06σ 0.986σ
TestMisc_test_diag_sum_100 1.43σ 1.81σ 1.83σ 1.98σ 1.9σ
TestMisc_test_diag_sum_100000 1.22σ 1.0σ 1.1σ 1.04σ 1.01σ
TestMisc_test_pmedian_quicksum_test4 1.1σ 1.35σ 1.26σ 1.3σ 1.07σ
TestMisc_test_pmedian_quicksum_test8 1.19σ 1.31σ 1.19σ 1.05σ 1.04σ
TestMisc_test_pmedian_sum_test4 1.33σ 1.01σ 0.593σ 1.44σ 1.21σ
TestMisc_test_pmedian_sum_test8 1.16σ 1.27σ 1.09σ 1.04σ 1.05σ
TestMisc_test_pmedian_tuple_test4 1.47σ 0.804σ 1.28σ 1.23σ 1.21σ
TestMisc_test_pmedian_tuple_test8 1.12σ 1.12σ 1.09σ 1.05σ 1.09σ
TestJump_test_clnlbean_5000 1.44σ 1.1σ 1.14σ
TestJump_test_clnlbean_50000 1.04σ 1.07σ 1.23σ
TestJump_test_facility_25 1.05σ 1.06σ 0.995σ 1.11σ 1.04σ
TestJump_test_facility_5 1.1σ 1.19σ 1.3σ 1.16σ 1.27σ
TestJump_test_facility_quicksum_25 1.08σ 1.04σ 1.06σ 0.995σ 1.07σ
TestJump_test_facility_quicksum_5 1.47σ 1.19σ 1.22σ 1.09σ 1.28σ
TestJump_test_lqcp_10 1.03σ 1.76σ 1.67σ 1.71σ 1.63σ
TestJump_test_lqcp_500 1.18σ 1.09σ 1.12σ 1.07σ 1.13σ
TestJump_test_lqcp_quicksum_10 1.27σ 1.2σ 1.69σ 1.53σ 1.45σ
TestJump_test_lqcp_quicksum_500 1.39σ 1.11σ 1.09σ 1.06σ 1.05σ
TestJump_test_opf_662 0.65σ 1.1σ 1.15σ
TestJump_test_opf_6620 1.14σ 1.05σ 1.24σ
TestJump_test_opf_quicksum_662 1.06σ 1.02σ 1.02σ
TestJump_test_opf_quicksum_6620 1.07σ 1.01σ 1.04σ
TestDevel_test_issue_691 1.55σ 1.41σ 1.14σ 1.12σ 1.09σ
TestModels_test_dcopf_case2383wp 1.09σ 1.11σ 0.996σ 1.11σ 1.04σ
TestModels_test_uc_20140901_expected 1.13σ 1.12σ 1.09σ 1.05σ 1.01σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.888σ 1.13σ 1.22σ
TestMisc_test_bilinear_100 1.38σ 1.05σ 1.05σ 1.16σ 1.31σ
TestMisc_test_bilinear_100000 1.15σ 1.07σ 1.0σ 1.04σ 1.01σ
TestMisc_test_bilinear_nlcontext_100 0.158σ 1.4σ 1.33σ 0.994σ 1.26σ
TestMisc_test_bilinear_nlcontext_100000 0.995σ 1.07σ 1.01σ 1.03σ 1.08σ
TestMisc_test_diag_quicksum_100 1.19σ 1.41σ 0.802σ 1.4σ 1.16σ
TestMisc_test_diag_quicksum_100000 0.723σ 1.27σ 0.899σ 1.17σ 1.05σ
TestMisc_test_diag_sum_100 1.42σ 0.873σ 0.923σ 1.07σ 1.12σ
TestMisc_test_diag_sum_100000 1.14σ 1.1σ 1.02σ 1.33σ 0.996σ
TestMisc_test_pmedian_quicksum_test4 0.524σ 0.494σ 0.312σ 0.423σ 0.331σ
TestMisc_test_pmedian_quicksum_test8 0.843σ 0.908σ 0.978σ 1.05σ 0.984σ
TestMisc_test_pmedian_sum_test4 1.79σ 0.668σ 0.354σ 0.575σ 0.999σ
TestMisc_test_pmedian_sum_test8 0.768σ 1.25σ 1.11σ 1.2σ 0.997σ
TestMisc_test_pmedian_tuple_test4 1.51σ 0.631σ 0.324σ 0.693σ 1.05σ
TestMisc_test_pmedian_tuple_test8 1.3σ 1.2σ 1.06σ 1.17σ 1.09σ
TestJump_test_clnlbean_5000 1.12σ 1.06σ 0.91σ
TestJump_test_clnlbean_50000 1.26σ 0.998σ 0.578σ
TestJump_test_facility_25 1.2σ 1.03σ 1.02σ 0.727σ 1.01σ
TestJump_test_facility_5 1.17σ 0.361σ 0.903σ 1.09σ 1.06σ
TestJump_test_facility_quicksum_25 1.03σ 1.01σ 0.86σ 1.16σ 1.03σ
TestJump_test_facility_quicksum_5 1.11σ 1.03σ 0.776σ 1.17σ 1.01σ
TestJump_test_lqcp_10 1.28σ 1.16σ 1.05σ 0.933σ 0.979σ
TestJump_test_lqcp_500 1.12σ 1.07σ 0.675σ 1.02σ 1.02σ
TestJump_test_lqcp_quicksum_10 1.1σ 1.42σ 1.12σ 1.05σ 1.31σ
TestJump_test_lqcp_quicksum_500 1.41σ 1.15σ 0.953σ 1.09σ 1.0σ
TestJump_test_opf_662 1.3σ 0.501σ 0.763σ
TestJump_test_opf_6620 1.13σ 0.765σ 1.05σ
TestJump_test_opf_quicksum_662 1.01σ 1.03σ 1.11σ
TestJump_test_opf_quicksum_6620 1.28σ 1.03σ 1.05σ
TestDevel_test_issue_691 0.965σ 0.989σ 1.03σ 1.06σ 1.07σ
TestModels_test_dcopf_case2383wp 1.37σ 0.979σ 0.981σ 0.964σ 1.04σ
TestModels_test_uc_20140901_expected 1.19σ 0.997σ 0.927σ 1.01σ 0.89σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.444σ 0.503σ 0.429σ
TestMisc_test_bilinear_100 0.588σ 0.474σ 0.626σ 0.487σ 0.366σ
TestMisc_test_bilinear_100000 0.422σ 0.862σ 0.943σ 1.06σ 1.07σ
TestMisc_test_bilinear_nlcontext_100 1.15σ 1.22σ 1.07σ 1.27σ 1.0σ
TestMisc_test_bilinear_nlcontext_100000 1.08σ 1.0σ 0.786σ 1.1σ 1.06σ
TestMisc_test_diag_quicksum_100 1.13σ 1.01σ 1.01σ 1.49σ 0.969σ
TestMisc_test_diag_quicksum_100000 0.819σ 0.947σ 0.971σ 1.11σ 1.01σ
TestMisc_test_diag_sum_100 1.15σ 1.02σ 0.974σ 0.946σ 0.873σ
TestMisc_test_diag_sum_100000 0.312σ 0.462σ 0.842σ 1.14σ 0.938σ
TestMisc_test_pmedian_quicksum_test4 0.799σ 0.96σ 0.379σ 0.441σ 0.417σ
TestMisc_test_pmedian_quicksum_test8 0.622σ 0.979σ 1.09σ 1.25σ 1.2σ
TestMisc_test_pmedian_sum_test4 0.998σ 1.14σ 0.409σ 0.747σ 1.22σ
TestMisc_test_pmedian_sum_test8 1.17σ 1.39σ 0.958σ 0.816σ 1.02σ
TestMisc_test_pmedian_tuple_test4 0.875σ 0.568σ 1.39σ 0.771σ 1.08σ
TestMisc_test_pmedian_tuple_test8 1.0σ 1.15σ 1.03σ 1.07σ 1.08σ
TestJump_test_clnlbean_5000 1.09σ 1.02σ 1.1σ
TestJump_test_clnlbean_50000 1.06σ 1.04σ 1.08σ
TestJump_test_facility_25 0.936σ 0.989σ 0.878σ 1.27σ 1.02σ
TestJump_test_facility_5 0.84σ 0.877σ 0.973σ 1.07σ 1.07σ
TestJump_test_facility_quicksum_25 1.05σ 0.964σ 1.03σ 1.1σ 1.01σ
TestJump_test_facility_quicksum_5 1.0σ 0.945σ 1.1σ 1.14σ 1.11σ
TestJump_test_lqcp_10 1.02σ 0.983σ 0.935σ 1.04σ 1.14σ
TestJump_test_lqcp_500 0.938σ 0.955σ 0.94σ 0.968σ 0.951σ
TestJump_test_lqcp_quicksum_10 0.859σ 1.12σ 1.11σ 0.909σ 0.962σ
TestJump_test_lqcp_quicksum_500 0.83σ 0.937σ 0.947σ 0.408σ 0.417σ
TestJump_test_opf_662 0.736σ 1.03σ 0.972σ
TestJump_test_opf_6620 1.18σ 0.971σ 1.04σ
TestJump_test_opf_quicksum_662 0.972σ 0.966σ 1.01σ
TestJump_test_opf_quicksum_6620 0.928σ 0.946σ 1.03σ
TestDevel_test_issue_691 1.36σ 0.73σ 0.537σ 0.495σ 0.488σ
TestModels_test_dcopf_case2383wp 0.713σ 0.879σ 1.0σ 1.13σ 1.16σ
TestModels_test_uc_20140901_expected 1.08σ 1.15σ 1.02σ 1.21σ 1.03σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 1.42σ 1.52σ 1.39σ
TestMisc_test_bilinear_100 1.76σ 1.51σ 1.61σ 1.56σ 1.41σ
TestMisc_test_bilinear_100000 1.53σ 1.4σ 1.31σ 1.34σ 1.39σ
TestMisc_test_bilinear_nlcontext_100 1.45σ 2.49σ 1.81σ 1.77σ 1.59σ
TestMisc_test_bilinear_nlcontext_100000 1.72σ 1.52σ 1.27σ 1.34σ 1.51σ
TestMisc_test_diag_quicksum_100 1.46σ 1.43σ 1.67σ 1.73σ 1.49σ
TestMisc_test_diag_quicksum_100000 1.2σ 1.41σ 1.38σ 1.49σ 1.28σ
TestMisc_test_diag_sum_100 1.53σ 1.48σ 1.6σ 1.63σ 1.49σ
TestMisc_test_diag_sum_100000 1.44σ 1.21σ 1.0σ 1.29σ 1.31σ
TestMisc_test_pmedian_quicksum_test4 1.31σ 1.35σ 1.16σ 1.57σ 1.39σ
TestMisc_test_pmedian_quicksum_test8 1.3σ 1.71σ 1.32σ 1.39σ 1.3σ
TestMisc_test_pmedian_sum_test4 1.08σ 1.31σ 1.16σ 1.39σ 1.35σ
TestMisc_test_pmedian_sum_test8 1.1σ 1.28σ 1.22σ 1.43σ 1.4σ
TestMisc_test_pmedian_tuple_test4 1.07σ 1.2σ 1.11σ 1.38σ 1.33σ
TestMisc_test_pmedian_tuple_test8 1.37σ 1.46σ 1.36σ 1.37σ 1.33σ
TestJump_test_clnlbean_5000 1.27σ 0.987σ 1.21σ
TestJump_test_clnlbean_50000 1.4σ 1.14σ 1.18σ
TestJump_test_facility_25 1.23σ 1.39σ 1.09σ 1.33σ 1.15σ
TestJump_test_facility_5 1.28σ 1.2σ 1.14σ 1.31σ 1.21σ
TestJump_test_facility_quicksum_25 1.24σ 1.18σ 1.13σ 1.17σ 1.17σ
TestJump_test_facility_quicksum_5 1.29σ 1.2σ 1.22σ 1.27σ 1.16σ
TestJump_test_lqcp_10 1.24σ 1.17σ 1.35σ 1.29σ 1.13σ
TestJump_test_lqcp_500 1.27σ 1.15σ 1.32σ 1.3σ 1.17σ
TestJump_test_lqcp_quicksum_10 1.27σ 1.34σ 1.43σ 1.48σ 1.29σ
TestJump_test_lqcp_quicksum_500 1.19σ 1.14σ 1.13σ 1.28σ 1.11σ
TestJump_test_opf_662 1.5σ 1.12σ 1.27σ
TestJump_test_opf_6620 1.25σ 1.1σ 1.21σ
TestJump_test_opf_quicksum_662 1.37σ 1.14σ 1.23σ
TestJump_test_opf_quicksum_6620 1.34σ 1.29σ 1.22σ
TestDevel_test_issue_691 0.976σ 0.661σ 1.12σ 1.26σ 1.24σ
TestModels_test_dcopf_case2383wp 1.17σ 1.05σ 1.14σ 1.16σ 1.19σ
TestModels_test_uc_20140901_expected 1.11σ 1.22σ 1.09σ 1.32σ 1.17σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 1.36σ 1.62σ 1.22σ
TestMisc_test_bilinear_100 1.41σ 1.59σ 1.25σ 1.59σ 2.26σ
TestMisc_test_bilinear_100000 1.79σ 1.29σ 1.22σ 1.49σ 1.34σ
TestMisc_test_bilinear_nlcontext_100 1.64σ 1.42σ 1.18σ 1.49σ 1.51σ
TestMisc_test_bilinear_nlcontext_100000 1.27σ 1.27σ 1.16σ 1.48σ 1.43σ
TestMisc_test_diag_quicksum_100 1.67σ 1.41σ 1.65σ 1.59σ 1.58σ
TestMisc_test_diag_quicksum_100000 1.33σ 1.34σ 1.13σ 1.31σ 1.24σ
TestMisc_test_diag_sum_100 1.69σ 1.49σ 1.49σ 1.72σ 1.45σ
TestMisc_test_diag_sum_100000 1.16σ 1.19σ 1.19σ 1.36σ 1.27σ
TestMisc_test_pmedian_quicksum_test4 1.25σ 1.45σ 1.28σ 1.37σ 1.33σ
TestMisc_test_pmedian_quicksum_test8 1.53σ 1.41σ 1.21σ 1.34σ 1.34σ
TestMisc_test_pmedian_sum_test4 1.47σ 1.31σ 1.35σ 1.3σ 1.28σ
TestMisc_test_pmedian_sum_test8 1.44σ 1.39σ 1.24σ 1.39σ 1.31σ
TestMisc_test_pmedian_tuple_test4 1.37σ 1.33σ 1.23σ 1.46σ 1.34σ
TestMisc_test_pmedian_tuple_test8 1.39σ 1.38σ 1.35σ 1.4σ 1.24σ
TestJump_test_clnlbean_5000 1.23σ 1.08σ 1.2σ
TestJump_test_clnlbean_50000 1.36σ 1.25σ 1.19σ
TestJump_test_facility_25 1.28σ 1.05σ 1.2σ 1.36σ 1.24σ
TestJump_test_facility_5 1.28σ 1.43σ 1.26σ 1.29σ 1.34σ
TestJump_test_facility_quicksum_25 1.11σ 1.05σ 1.13σ 1.23σ 1.21σ
TestJump_test_facility_quicksum_5 1.17σ 1.04σ 1.16σ 1.3σ 0.259σ
TestJump_test_lqcp_10 1.46σ 1.53σ 1.44σ 1.51σ 1.43σ
TestJump_test_lqcp_500 1.49σ 1.03σ 1.07σ 1.28σ 1.24σ
TestJump_test_lqcp_quicksum_10 1.58σ 1.18σ 1.42σ 1.38σ 1.36σ
TestJump_test_lqcp_quicksum_500 1.66σ 1.26σ 1.29σ 1.29σ 1.34σ
TestJump_test_opf_662 1.15σ 1.25σ 1.42σ
TestJump_test_opf_6620 1.45σ 1.26σ 1.34σ
TestJump_test_opf_quicksum_662 1.47σ 1.25σ 1.36σ
TestJump_test_opf_quicksum_6620 1.45σ 1.27σ 1.41σ
TestDevel_test_issue_691 1.09σ 1.38σ 1.36σ 1.17σ 1.24σ
TestModels_test_dcopf_case2383wp 1.16σ 1.15σ 1.16σ 1.24σ 1.42σ
TestModels_test_uc_20140901_expected 1.27σ 1.25σ 1.19σ 1.29σ 1.29σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 1.44σ 0.89σ 1.31σ
TestMisc_test_bilinear_100 0.323σ 1.51σ 1.34σ 1.41σ 1.57σ
TestMisc_test_bilinear_100000 1.54σ 1.26σ 1.37σ 1.37σ 0.976σ
TestMisc_test_bilinear_nlcontext_100 1.36σ 0.52σ 0.922σ 0.599σ 1.42σ
TestMisc_test_bilinear_nlcontext_100000 1.86σ 1.1σ 1.22σ 1.6σ 1.47σ
TestMisc_test_diag_quicksum_100 1.04σ 1.17σ 0.881σ 0.119σ 0.56σ
TestMisc_test_diag_quicksum_100000 1.26σ 1.23σ 1.35σ 1.02σ 1.16σ
TestMisc_test_diag_sum_100 1.13σ 0.936σ 1.13σ 1.65σ 1.48σ
TestMisc_test_diag_sum_100000 1.19σ 1.29σ 1.52σ 1.29σ 1.29σ
TestMisc_test_pmedian_quicksum_test4 1.5σ 1.33σ 0.746σ 1.4σ 1.12σ
TestMisc_test_pmedian_quicksum_test8 1.5σ 1.24σ 1.25σ 1.08σ 1.1σ
TestMisc_test_pmedian_sum_test4 1.49σ 1.17σ 1.32σ 1.11σ 1.41σ
TestMisc_test_pmedian_sum_test8 1.67σ 1.14σ 0.294σ 1.24σ 1.39σ
TestMisc_test_pmedian_tuple_test4 1.94σ 0.95σ 1.34σ 1.15σ 1.62σ
TestMisc_test_pmedian_tuple_test8 1.57σ 1.0σ 0.81σ 0.754σ 1.69σ
TestJump_test_clnlbean_5000 1.25σ 0.812σ 0.612σ
TestJump_test_clnlbean_50000 1.02σ 0.688σ 0.237σ
TestJump_test_facility_25 0.927σ 0.429σ 0.974σ 1.11σ 0.74σ
TestJump_test_facility_5 2.04σ 1.04σ 1.52σ 0.803σ 0.804σ
TestJump_test_facility_quicksum_25 1.08σ 1.24σ 0.385σ 1.24σ 1.0σ
TestJump_test_facility_quicksum_5 1.34σ 1.86σ 1.57σ 1.34σ 1.36σ
TestJump_test_lqcp_10 1.5σ 1.59σ 0.722σ 1.52σ 1.64σ
TestJump_test_lqcp_500 0.652σ 1.19σ 1.13σ 1.45σ 0.849σ
TestJump_test_lqcp_quicksum_10 1.41σ 1.2σ 0.592σ 1.33σ 0.691σ
TestJump_test_lqcp_quicksum_500 1.48σ 1.12σ 1.24σ 1.56σ 0.978σ
TestJump_test_opf_662 0.722σ 1.01σ 1.23σ
TestJump_test_opf_6620 0.879σ 0.845σ 1.21σ
TestJump_test_opf_quicksum_662 1.29σ 1.31σ 1.1σ
TestJump_test_opf_quicksum_6620 0.855σ 0.974σ 1.7σ
TestDevel_test_issue_691 1.33σ 1.52σ 1.51σ 0.352σ 0.926σ
TestModels_test_dcopf_case2383wp 0.587σ 1.41σ 1.21σ 1.23σ 1.11σ
TestModels_test_uc_20140901_expected 1.54σ 1.01σ 0.783σ 1.73σ 1.12σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 1.0σ 1.29σ 1.88σ
TestMisc_test_bilinear_100 0.803σ 1.38σ 1.25σ 1.56σ 1.54σ
TestMisc_test_bilinear_100000 0.732σ 0.653σ 0.825σ 1.48σ 1.37σ
TestMisc_test_bilinear_nlcontext_100 1.69σ 1.0σ 0.995σ 1.77σ 1.26σ
TestMisc_test_bilinear_nlcontext_100000 0.636σ 0.389σ 0.66σ 1.21σ 1.31σ
TestMisc_test_diag_quicksum_100 1.68σ 1.45σ 1.35σ 1.19σ 1.77σ
TestMisc_test_diag_quicksum_100000 0.699σ 1.43σ 0.896σ 0.833σ 1.57σ
TestMisc_test_diag_sum_100 1.7σ 1.74σ 1.21σ 1.7σ 1.51σ
TestMisc_test_diag_sum_100000 0.131σ 1.32σ 1.32σ 0.722σ 1.61σ
TestMisc_test_pmedian_quicksum_test4 0.96σ 1.44σ 0.973σ 0.705σ 1.06σ
TestMisc_test_pmedian_quicksum_test8 0.411σ 1.19σ 1.06σ 1.05σ 1.38σ
TestMisc_test_pmedian_sum_test4 1.09σ 1.55σ 1.03σ 1.22σ 1.2σ
TestMisc_test_pmedian_sum_test8 1.45σ 0.557σ 0.905σ 0.664σ 0.674σ
TestMisc_test_pmedian_tuple_test4 1.03σ 1.07σ 0.0302σ 1.14σ 1.12σ
TestMisc_test_pmedian_tuple_test8 0.51σ 0.582σ 1.16σ 0.929σ 0.683σ
TestJump_test_clnlbean_5000 1.07σ 2.14σ 0.877σ
TestJump_test_clnlbean_50000 0.949σ 1.47σ 0.889σ
TestJump_test_facility_25 0.671σ 2.0σ 1.02σ 0.886σ 0.729σ
TestJump_test_facility_5 0.382σ 1.23σ 1.28σ 0.6σ 1.26σ
TestJump_test_facility_quicksum_25 0.639σ 2.09σ 0.918σ 0.137σ 1.05σ
TestJump_test_facility_quicksum_5 1.0σ 0.969σ 1.4σ 0.469σ 0.953σ
TestJump_test_lqcp_10 0.899σ 1.38σ 1.52σ 1.23σ 1.66σ
TestJump_test_lqcp_500 1.06σ 1.06σ 0.78σ 0.425σ 0.841σ
TestJump_test_lqcp_quicksum_10 0.17σ 1.25σ 1.4σ 1.3σ 0.673σ
TestJump_test_lqcp_quicksum_500 0.71σ 0.826σ 0.963σ 0.496σ 0.854σ
TestJump_test_opf_662 0.494σ 0.742σ 1.52σ
TestJump_test_opf_6620 0.934σ 1.46σ 1.15σ
TestJump_test_opf_quicksum_662 0.517σ 1.25σ 1.84σ
TestJump_test_opf_quicksum_6620 1.25σ 0.946σ 1.06σ
TestDevel_test_issue_691 0.417σ 0.793σ 0.761σ 1.11σ 1.28σ
TestModels_test_dcopf_case2383wp 1.43σ 2.19σ 1.37σ 1.44σ 0.9σ
TestModels_test_uc_20140901_expected 1.19σ 1.77σ 1.45σ 1.41σ 1.4σ