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: Dec-09-2025 23:39

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 1.59σ 1.12σ 0.756σ
TestMisc_test_bilinear_100 1.38σ 1.95σ 1.42σ 1.61σ 1.25σ
TestMisc_test_bilinear_100000 1.2σ 1.39σ 0.667σ 0.842σ 0.869σ
TestMisc_test_bilinear_nlcontext_100 1.89σ 1.56σ 1.12σ 0.845σ 1.37σ
TestMisc_test_bilinear_nlcontext_100000 1.31σ 0.968σ 0.904σ 0.762σ 0.152σ
TestMisc_test_diag_quicksum_100 1.28σ 1.15σ 1.39σ 1.09σ 0.741σ
TestMisc_test_diag_quicksum_100000 1.13σ 0.825σ 1.16σ 1.95σ 1.64σ
TestMisc_test_diag_sum_100 1.54σ 1.0σ 1.11σ 1.27σ 1.22σ
TestMisc_test_diag_sum_100000 1.06σ 1.74σ 0.807σ 1.67σ 1.78σ
TestMisc_test_pmedian_quicksum_test4 1.13σ 1.16σ 1.02σ 1.04σ 0.847σ
TestMisc_test_pmedian_quicksum_test8 1.58σ 0.931σ 0.975σ 0.934σ 0.89σ
TestMisc_test_pmedian_sum_test4 1.28σ 1.24σ 1.28σ 1.22σ 0.693σ
TestMisc_test_pmedian_sum_test8 1.17σ 0.785σ 1.6σ 1.19σ 1.01σ
TestMisc_test_pmedian_tuple_test4 0.833σ 0.69σ 0.996σ 1.65σ 0.779σ
TestMisc_test_pmedian_tuple_test8 0.937σ 0.714σ 1.9σ 0.57σ 0.817σ
TestJump_test_clnlbean_5000 0.745σ 1.09σ 0.79σ
TestJump_test_clnlbean_50000 0.84σ 1.03σ 0.997σ
TestJump_test_facility_25 1.09σ 1.23σ 0.887σ 0.924σ 1.0σ
TestJump_test_facility_5 0.959σ 1.24σ 1.3σ 0.721σ 1.16σ
TestJump_test_facility_quicksum_25 0.922σ 0.871σ 0.94σ 0.961σ 0.916σ
TestJump_test_facility_quicksum_5 0.843σ 1.18σ 1.81σ 1.18σ 0.879σ
TestJump_test_lqcp_10 1.09σ 1.83σ 1.34σ 1.32σ 1.67σ
TestJump_test_lqcp_500 0.59σ 0.504σ 0.818σ 1.14σ 1.54σ
TestJump_test_lqcp_quicksum_10 1.49σ 1.73σ 1.82σ 1.1σ 1.29σ
TestJump_test_lqcp_quicksum_500 0.656σ 1.34σ 1.01σ 0.859σ 1.79σ
TestJump_test_opf_662 1.01σ 1.45σ 1.6σ
TestJump_test_opf_6620 1.02σ 1.08σ 1.36σ
TestJump_test_opf_quicksum_662 1.16σ 0.941σ 0.992σ
TestJump_test_opf_quicksum_6620 0.82σ 1.42σ 1.29σ
TestDevel_test_issue_691 1.07σ 0.575σ 1.27σ 0.603σ 1.14σ
TestModels_test_dcopf_case2383wp 1.39σ 1.02σ 1.24σ 0.628σ 1.12σ
TestModels_test_uc_20140901_expected 1.32σ 1.06σ 1.5σ 0.794σ 0.886σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.451σ 0.317σ 0.0765σ
TestMisc_test_bilinear_100 0.167σ 0.335σ 0.28σ 0.3σ 0.368σ
TestMisc_test_bilinear_100000 0.129σ 0.0745σ 0.0466σ 0.0153σ 0.276σ
TestMisc_test_bilinear_nlcontext_100 0.326σ 0.412σ 0.467σ 0.568σ 0.658σ
TestMisc_test_bilinear_nlcontext_100000 0.707σ 0.44σ 0.374σ 0.033σ 0.000929σ
TestMisc_test_diag_quicksum_100 0.453σ 0.494σ 0.654σ 0.572σ 0.567σ
TestMisc_test_diag_quicksum_100000 0.0671σ 0.131σ 0.0632σ 0.125σ 0.137σ
TestMisc_test_diag_sum_100 0.353σ 0.445σ 0.442σ 0.36σ 0.314σ
TestMisc_test_diag_sum_100000 0.0635σ 0.121σ 0.196σ 0.221σ 0.151σ
TestMisc_test_pmedian_quicksum_test4 0.243σ 0.164σ 0.0909σ 0.115σ 0.153σ
TestMisc_test_pmedian_quicksum_test8 0.0773σ -0.00699σ 0.00924σ 0.169σ 0.172σ
TestMisc_test_pmedian_sum_test4 0.289σ -0.0639σ -0.0984σ 0.14σ 0.0454σ
TestMisc_test_pmedian_sum_test8 0.137σ -0.0276σ -0.0361σ 0.0337σ 0.0528σ
TestMisc_test_pmedian_tuple_test4 0.208σ 0.0966σ 0.0913σ 0.227σ 0.149σ
TestMisc_test_pmedian_tuple_test8 0.235σ -0.0212σ 0.0401σ 0.126σ 0.115σ
TestJump_test_clnlbean_5000 0.278σ 0.0821σ 0.00149σ
TestJump_test_clnlbean_50000 0.187σ 0.0174σ 0.071σ
TestJump_test_facility_25 0.152σ 0.0378σ 0.197σ 0.395σ -0.0159σ
TestJump_test_facility_5 0.058σ 0.172σ 0.224σ 0.229σ 0.171σ
TestJump_test_facility_quicksum_25 0.53σ 0.205σ 0.033σ 0.434σ -0.0114σ
TestJump_test_facility_quicksum_5 0.0171σ 0.14σ 0.247σ 0.119σ 0.108σ
TestJump_test_lqcp_10 0.0818σ 0.495σ 0.149σ 0.0908σ 0.209σ
TestJump_test_lqcp_500 0.446σ 0.224σ 0.0914σ -0.0101σ 0.0322σ
TestJump_test_lqcp_quicksum_10 0.349σ 0.426σ 0.669σ 0.344σ 0.272σ
TestJump_test_lqcp_quicksum_500 0.82σ 0.105σ 0.141σ 0.0192σ 0.0547σ
TestJump_test_opf_662 0.0817σ 0.0446σ 0.066σ
TestJump_test_opf_6620 0.506σ 0.0415σ 0.0957σ
TestJump_test_opf_quicksum_662 0.151σ -0.00342σ 0.0291σ
TestJump_test_opf_quicksum_6620 0.432σ 0.00191σ 0.0375σ
TestDevel_test_issue_691 0.587σ 0.19σ 0.125σ 0.3σ 0.306σ
TestModels_test_dcopf_case2383wp 0.403σ 0.308σ 0.0785σ 0.0479σ 0.282σ
TestModels_test_uc_20140901_expected 0.35σ 0.0358σ 0.0916σ 0.00612σ 0.0287σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.0992σ 0.326σ 0.38σ
TestMisc_test_bilinear_100 0.182σ 0.28σ 0.588σ 0.752σ 0.592σ
TestMisc_test_bilinear_100000 1.23σ 0.151σ 0.0236σ 0.286σ 0.19σ
TestMisc_test_bilinear_nlcontext_100 0.271σ 0.418σ 0.338σ 0.343σ 0.207σ
TestMisc_test_bilinear_nlcontext_100000 0.389σ 0.183σ 0.121σ 0.247σ 0.0693σ
TestMisc_test_diag_quicksum_100 0.204σ 0.379σ 0.386σ 0.59σ 0.449σ
TestMisc_test_diag_quicksum_100000 0.457σ 0.24σ 0.174σ 0.364σ 0.161σ
TestMisc_test_diag_sum_100 0.393σ 0.808σ 0.377σ 0.734σ 0.47σ
TestMisc_test_diag_sum_100000 0.497σ 0.168σ 0.271σ 0.152σ 0.203σ
TestMisc_test_pmedian_quicksum_test4 0.0657σ 0.334σ 0.206σ 0.124σ 0.298σ
TestMisc_test_pmedian_quicksum_test8 0.125σ 0.339σ 0.265σ 0.0695σ 0.224σ
TestMisc_test_pmedian_sum_test4 0.142σ 0.173σ 0.254σ 0.0966σ 0.17σ
TestMisc_test_pmedian_sum_test8 0.00746σ 0.384σ 0.166σ 0.0153σ 0.329σ
TestMisc_test_pmedian_tuple_test4 0.243σ 0.419σ 0.306σ 0.282σ 0.251σ
TestMisc_test_pmedian_tuple_test8 0.35σ 0.342σ 0.252σ 0.173σ 0.254σ
TestJump_test_clnlbean_5000 0.095σ 0.133σ 0.0789σ
TestJump_test_clnlbean_50000 0.237σ 0.189σ 0.223σ
TestJump_test_facility_25 0.353σ 0.17σ 0.199σ 0.282σ 0.151σ
TestJump_test_facility_5 0.112σ 0.251σ 0.205σ 0.193σ 0.141σ
TestJump_test_facility_quicksum_25 0.368σ 0.197σ 0.0373σ 0.302σ 0.135σ
TestJump_test_facility_quicksum_5 -0.00217σ 0.136σ 0.212σ 0.126σ 0.18σ
TestJump_test_lqcp_10 0.298σ 0.416σ 0.468σ 0.338σ 0.154σ
TestJump_test_lqcp_500 0.504σ 0.0234σ 0.198σ 0.0587σ 0.134σ
TestJump_test_lqcp_quicksum_10 0.303σ 0.219σ 0.251σ 0.206σ 0.162σ
TestJump_test_lqcp_quicksum_500 0.0735σ 0.116σ 0.174σ 0.166σ 0.109σ
TestJump_test_opf_662 0.556σ -0.00648σ 0.0349σ
TestJump_test_opf_6620 0.36σ 0.0803σ 0.0216σ
TestJump_test_opf_quicksum_662 0.413σ -0.0155σ 0.0972σ
TestJump_test_opf_quicksum_6620 0.349σ 0.000254σ 0.115σ
TestDevel_test_issue_691 0.715σ 0.185σ 0.0608σ 0.149σ 0.139σ
TestModels_test_dcopf_case2383wp 0.179σ 0.101σ 0.107σ 0.147σ 0.0593σ
TestModels_test_uc_20140901_expected 0.209σ 0.349σ 0.162σ 0.321σ 0.204σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 1.44σ 0.355σ 0.686σ
TestMisc_test_bilinear_100 0.203σ 0.881σ 1.11σ 0.698σ 0.916σ
TestMisc_test_bilinear_100000 1.26σ 0.353σ 0.161σ 0.352σ 0.162σ
TestMisc_test_bilinear_nlcontext_100 0.615σ 0.833σ 0.6σ 1.72σ 0.791σ
TestMisc_test_bilinear_nlcontext_100000 0.883σ 0.383σ 0.299σ 0.544σ 0.232σ
TestMisc_test_diag_quicksum_100 0.454σ 0.889σ 0.65σ 1.05σ 0.584σ
TestMisc_test_diag_quicksum_100000 1.25σ 0.422σ 0.392σ 0.207σ 0.0994σ
TestMisc_test_diag_sum_100 0.538σ 0.831σ 1.04σ 0.876σ 0.888σ
TestMisc_test_diag_sum_100000 0.898σ 0.457σ 0.486σ 0.371σ 0.22σ
TestMisc_test_pmedian_quicksum_test4 0.388σ 0.299σ 0.475σ 0.351σ 0.176σ
TestMisc_test_pmedian_quicksum_test8 0.0968σ 0.301σ 0.368σ 0.302σ 0.263σ
TestMisc_test_pmedian_sum_test4 0.431σ 0.831σ 0.313σ 0.386σ 0.3σ
TestMisc_test_pmedian_sum_test8 0.135σ 0.28σ 0.383σ 0.38σ 0.144σ
TestMisc_test_pmedian_tuple_test4 0.00356σ 0.0898σ 0.0624σ 0.154σ 0.152σ
TestMisc_test_pmedian_tuple_test8 0.225σ 0.399σ 0.238σ 0.44σ 0.0587σ
TestJump_test_clnlbean_5000 0.172σ -0.00222σ 0.244σ
TestJump_test_clnlbean_50000 0.354σ 0.00246σ 0.164σ
TestJump_test_facility_25 0.44σ 0.149σ -0.003σ 0.675σ 0.0196σ
TestJump_test_facility_5 0.309σ 0.153σ 0.0317σ 0.377σ 0.0344σ
TestJump_test_facility_quicksum_25 0.395σ 0.0657σ 0.437σ 0.139σ 0.0928σ
TestJump_test_facility_quicksum_5 0.371σ 0.0992σ 0.00484σ 0.234σ 0.00136σ
TestJump_test_lqcp_10 0.252σ 0.283σ 0.297σ 0.298σ 0.204σ
TestJump_test_lqcp_500 0.558σ 0.0988σ 0.15σ 0.188σ 0.0371σ
TestJump_test_lqcp_quicksum_10 0.496σ 0.1σ 0.303σ 0.257σ -0.00124σ
TestJump_test_lqcp_quicksum_500 0.313σ 0.105σ 0.0173σ 0.26σ 0.00787σ
TestJump_test_opf_662 0.641σ 0.215σ 0.342σ
TestJump_test_opf_6620 0.428σ 0.0524σ 0.269σ
TestJump_test_opf_quicksum_662 0.545σ 0.0213σ 0.196σ
TestJump_test_opf_quicksum_6620 0.735σ 0.279σ 0.322σ
TestDevel_test_issue_691 0.0875σ 0.0132σ 0.0129σ 0.218σ 0.128σ
TestModels_test_dcopf_case2383wp 0.553σ 0.189σ 0.283σ 0.303σ 0.147σ
TestModels_test_uc_20140901_expected 0.201σ 0.283σ 0.257σ 0.658σ 0.12σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.218σ 0.374σ -0.0126σ
TestMisc_test_bilinear_100 0.0345σ 0.198σ 0.351σ 0.188σ 0.285σ
TestMisc_test_bilinear_100000 0.682σ 0.104σ 0.0423σ -0.0197σ 0.0423σ
TestMisc_test_bilinear_nlcontext_100 0.398σ 0.654σ 0.861σ 0.685σ 0.725σ
TestMisc_test_bilinear_nlcontext_100000 0.365σ -0.0376σ 0.0442σ 0.0177σ 0.0228σ
TestMisc_test_diag_quicksum_100 0.393σ 0.48σ 0.873σ 0.386σ 0.713σ
TestMisc_test_diag_quicksum_100000 0.31σ 0.128σ 0.00175σ 0.0301σ 0.0937σ
TestMisc_test_diag_sum_100 0.298σ 1.08σ 1.03σ 0.78σ 0.928σ
TestMisc_test_diag_sum_100000 0.4σ -0.0396σ 0.0437σ 0.123σ 0.0732σ
TestMisc_test_pmedian_quicksum_test4 0.295σ 0.0254σ 0.0982σ 0.26σ 0.0155σ
TestMisc_test_pmedian_quicksum_test8 -0.0222σ 0.0128σ -0.00916σ 0.0433σ 0.0707σ
TestMisc_test_pmedian_sum_test4 0.261σ 0.00491σ 0.0433σ 0.167σ 0.0571σ
TestMisc_test_pmedian_sum_test8 0.0754σ 0.0641σ -0.0193σ 0.124σ 0.00817σ
TestMisc_test_pmedian_tuple_test4 0.154σ -0.0318σ 0.0707σ 0.0698σ 0.0481σ
TestMisc_test_pmedian_tuple_test8 -0.00275σ -0.0149σ 0.0541σ -0.0199σ 0.0122σ
TestJump_test_clnlbean_5000 -0.0507σ -0.039σ 0.00754σ
TestJump_test_clnlbean_50000 0.0168σ -0.0199σ 0.0419σ
TestJump_test_facility_25 0.048σ -0.0585σ 0.0017σ -0.118σ 0.178σ
TestJump_test_facility_5 0.0892σ -0.124σ 0.0392σ 0.047σ 0.0486σ
TestJump_test_facility_quicksum_25 0.0167σ -0.0393σ -0.0556σ -0.0714σ 0.115σ
TestJump_test_facility_quicksum_5 0.0744σ -0.0333σ 0.0273σ 0.0496σ 0.0449σ
TestJump_test_lqcp_10 0.127σ 0.416σ 0.398σ 0.417σ 0.195σ
TestJump_test_lqcp_500 0.0975σ -0.0349σ 0.017σ -0.00427σ 0.0511σ
TestJump_test_lqcp_quicksum_10 0.076σ 0.031σ -0.0597σ 0.248σ 0.395σ
TestJump_test_lqcp_quicksum_500 0.107σ -0.0387σ -0.0671σ 0.0458σ 0.0862σ
TestJump_test_opf_662 0.338σ -0.147σ 0.0136σ
TestJump_test_opf_6620 0.333σ -0.123σ 0.0479σ
TestJump_test_opf_quicksum_662 0.4σ -0.0886σ 0.0378σ
TestJump_test_opf_quicksum_6620 0.409σ -0.115σ 0.208σ
TestDevel_test_issue_691 0.0122σ 0.0661σ 0.15σ -0.0163σ 0.00107σ
TestModels_test_dcopf_case2383wp 0.664σ -0.0198σ 0.0204σ 0.0601σ 0.225σ
TestModels_test_uc_20140901_expected -0.0422σ -0.0485σ -0.0614σ -0.0638σ 0.0655σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.617σ 0.885σ 0.796σ
TestMisc_test_bilinear_100 0.733σ 1.18σ 1.56σ 1.49σ 1.2σ
TestMisc_test_bilinear_100000 1.18σ 1.19σ 0.674σ 1.33σ 0.982σ
TestMisc_test_bilinear_nlcontext_100 1.18σ 1.82σ 1.56σ 1.71σ 2.25σ
TestMisc_test_bilinear_nlcontext_100000 0.904σ 0.867σ 1.42σ 0.827σ 0.738σ
TestMisc_test_diag_quicksum_100 2.16σ 1.41σ 1.64σ 1.09σ 1.46σ
TestMisc_test_diag_quicksum_100000 1.19σ 0.795σ 0.732σ 0.761σ 0.645σ
TestMisc_test_diag_sum_100 1.37σ 1.37σ 1.38σ 1.37σ 1.25σ
TestMisc_test_diag_sum_100000 1.19σ 1.45σ 0.829σ 0.179σ 1.17σ
TestMisc_test_pmedian_quicksum_test4 0.913σ 1.66σ 0.758σ 0.793σ 0.671σ
TestMisc_test_pmedian_quicksum_test8 1.01σ 1.31σ 1.08σ 1.12σ 1.42σ
TestMisc_test_pmedian_sum_test4 1.32σ 1.11σ 0.563σ 1.09σ 0.97σ
TestMisc_test_pmedian_sum_test8 0.897σ 0.832σ 1.25σ 0.974σ 1.29σ
TestMisc_test_pmedian_tuple_test4 0.919σ 1.31σ 1.12σ 1.61σ 1.26σ
TestMisc_test_pmedian_tuple_test8 1.66σ 0.402σ 1.08σ 0.897σ 0.738σ
TestJump_test_clnlbean_5000 0.785σ 1.09σ 1.0σ
TestJump_test_clnlbean_50000 1.02σ 1.37σ 0.862σ
TestJump_test_facility_25 0.926σ 0.809σ 0.637σ 1.47σ 0.745σ
TestJump_test_facility_5 1.15σ 1.62σ 1.27σ 1.42σ 1.58σ
TestJump_test_facility_quicksum_25 1.33σ 1.18σ 0.141σ 1.16σ 0.804σ
TestJump_test_facility_quicksum_5 0.924σ 1.15σ 1.13σ 1.19σ 0.982σ
TestJump_test_lqcp_10 0.923σ 1.04σ 1.06σ 0.845σ 0.833σ
TestJump_test_lqcp_500 1.09σ 1.22σ 0.93σ 0.709σ 1.39σ
TestJump_test_lqcp_quicksum_10 0.938σ 1.12σ 1.04σ 0.926σ 1.26σ
TestJump_test_lqcp_quicksum_500 1.0σ 1.21σ 0.94σ 1.46σ 0.911σ
TestJump_test_opf_662 1.42σ 0.704σ 1.58σ
TestJump_test_opf_6620 0.875σ 0.4σ 1.57σ
TestJump_test_opf_quicksum_662 1.26σ 0.771σ 1.27σ
TestJump_test_opf_quicksum_6620 0.976σ 1.39σ 1.76σ
TestDevel_test_issue_691 0.728σ 1.19σ 1.1σ 0.635σ 1.2σ
TestModels_test_dcopf_case2383wp 1.33σ 0.742σ 0.653σ 1.79σ 1.36σ
TestModels_test_uc_20140901_expected 1.21σ 0.869σ 1.1σ 1.26σ 1.98σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.419σ 0.272σ 0.293σ
TestMisc_test_bilinear_100 0.753σ 0.532σ 0.697σ 0.375σ 0.722σ
TestMisc_test_bilinear_100000 0.464σ 0.494σ 0.0947σ 0.0698σ 0.0601σ
TestMisc_test_bilinear_nlcontext_100 0.0948σ 0.31σ 0.581σ 0.989σ 1.0σ
TestMisc_test_bilinear_nlcontext_100000 0.281σ 0.407σ 0.168σ 0.0468σ -2.93e-05σ
TestMisc_test_diag_quicksum_100 0.352σ 1.03σ 0.688σ 1.38σ 1.19σ
TestMisc_test_diag_quicksum_100000 0.555σ 0.101σ 0.26σ 0.33σ 0.158σ
TestMisc_test_diag_sum_100 0.385σ 0.527σ 0.967σ 0.749σ 0.489σ
TestMisc_test_diag_sum_100000 0.796σ 0.2σ 0.233σ 0.223σ 0.234σ
TestMisc_test_pmedian_quicksum_test4 0.327σ 0.138σ 0.0476σ 0.0929σ 0.0738σ
TestMisc_test_pmedian_quicksum_test8 0.0796σ 0.00758σ 0.199σ 0.272σ 0.175σ
TestMisc_test_pmedian_sum_test4 0.358σ 0.444σ 0.0682σ 0.948σ 0.407σ
TestMisc_test_pmedian_sum_test8 0.104σ -0.0275σ 0.126σ 0.282σ 0.281σ
TestMisc_test_pmedian_tuple_test4 0.511σ 0.0618σ 0.0293σ 0.209σ 0.385σ
TestMisc_test_pmedian_tuple_test8 0.138σ -0.013σ 0.207σ 0.275σ 0.271σ
TestJump_test_clnlbean_5000 0.323σ 0.0887σ 0.803σ
TestJump_test_clnlbean_50000 0.539σ 0.132σ 0.0697σ
TestJump_test_facility_25 0.0721σ 0.138σ 0.111σ 0.11σ 0.191σ
TestJump_test_facility_5 0.217σ 0.102σ 0.312σ 0.281σ 0.327σ
TestJump_test_facility_quicksum_25 0.0956σ 0.15σ 0.112σ 0.199σ 0.101σ
TestJump_test_facility_quicksum_5 0.229σ 0.257σ 1.21σ 0.238σ 0.224σ
TestJump_test_lqcp_10 0.25σ 0.478σ 0.482σ 0.322σ 0.379σ
TestJump_test_lqcp_500 0.308σ 0.115σ 0.057σ 0.0419σ 0.0733σ
TestJump_test_lqcp_quicksum_10 0.202σ 0.668σ 0.427σ 0.482σ 0.286σ
TestJump_test_lqcp_quicksum_500 0.484σ 0.258σ 0.0573σ -0.0438σ 0.0432σ
TestJump_test_opf_662 0.0705σ 0.0731σ 0.0779σ
TestJump_test_opf_6620 0.0993σ 0.277σ -0.0329σ
TestJump_test_opf_quicksum_662 0.131σ 0.064σ 0.0678σ
TestJump_test_opf_quicksum_6620 0.133σ 0.0647σ -0.00448σ
TestDevel_test_issue_691 0.665σ 0.207σ 0.17σ 0.359σ 0.248σ
TestModels_test_dcopf_case2383wp 0.249σ 0.215σ 0.0954σ 0.22σ 0.105σ
TestModels_test_uc_20140901_expected 0.401σ 0.224σ 0.143σ 0.0569σ 0.0754σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.854σ 0.118σ 0.0667σ
TestMisc_test_bilinear_100 0.178σ 0.241σ 0.421σ 0.217σ 1.27σ
TestMisc_test_bilinear_100000 0.204σ 0.157σ 0.117σ 0.0417σ 0.234σ
TestMisc_test_bilinear_nlcontext_100 0.123σ 0.229σ 0.423σ 0.296σ 0.407σ
TestMisc_test_bilinear_nlcontext_100000 0.747σ 0.223σ 0.162σ 0.152σ 0.144σ
TestMisc_test_diag_quicksum_100 0.336σ 0.758σ 0.926σ 0.414σ 0.527σ
TestMisc_test_diag_quicksum_100000 1.59σ 0.448σ 0.53σ 0.189σ 0.153σ
TestMisc_test_diag_sum_100 0.515σ 0.568σ 0.406σ 0.178σ 0.234σ
TestMisc_test_diag_sum_100000 0.238σ 0.193σ 0.312σ 0.258σ 0.255σ
TestMisc_test_pmedian_quicksum_test4 0.195σ 0.362σ 0.0714σ 0.0328σ 0.0715σ
TestMisc_test_pmedian_quicksum_test8 0.196σ 0.305σ 0.162σ 0.0996σ 0.279σ
TestMisc_test_pmedian_sum_test4 0.291σ 0.115σ 0.76σ 0.181σ 0.289σ
TestMisc_test_pmedian_sum_test8 0.347σ 0.399σ 0.162σ 0.0385σ 0.32σ
TestMisc_test_pmedian_tuple_test4 0.151σ 0.188σ 0.0904σ 0.0479σ 0.147σ
TestMisc_test_pmedian_tuple_test8 0.246σ 0.321σ 0.255σ 0.041σ 0.244σ
TestJump_test_clnlbean_5000 0.145σ 0.263σ 0.111σ
TestJump_test_clnlbean_50000 0.101σ 0.246σ 0.262σ
TestJump_test_facility_25 0.167σ 0.275σ 0.299σ 0.153σ 0.145σ
TestJump_test_facility_5 0.195σ 0.114σ 0.103σ 0.127σ 0.0684σ
TestJump_test_facility_quicksum_25 0.222σ 0.238σ 0.165σ 0.433σ 0.193σ
TestJump_test_facility_quicksum_5 0.202σ 0.28σ 0.251σ 0.216σ 0.161σ
TestJump_test_lqcp_10 0.116σ 0.433σ 0.498σ 0.359σ 0.294σ
TestJump_test_lqcp_500 0.105σ 0.0479σ 0.163σ 0.0818σ 0.106σ
TestJump_test_lqcp_quicksum_10 0.311σ 0.48σ 0.307σ 0.339σ 0.239σ
TestJump_test_lqcp_quicksum_500 0.187σ 0.17σ 0.219σ 0.0198σ 0.0574σ
TestJump_test_opf_662 0.225σ -0.0098σ 0.141σ
TestJump_test_opf_6620 0.188σ 0.124σ 0.238σ
TestJump_test_opf_quicksum_662 0.398σ -0.0133σ 0.146σ
TestJump_test_opf_quicksum_6620 0.351σ -0.00396σ 0.113σ
TestDevel_test_issue_691 0.0126σ 0.00343σ 0.0151σ 0.0827σ 0.0722σ
TestModels_test_dcopf_case2383wp 0.287σ 0.163σ 0.0845σ 0.185σ 0.376σ
TestModels_test_uc_20140901_expected 0.282σ 0.266σ 0.162σ 0.319σ 0.301σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.449σ 0.713σ 0.389σ
TestMisc_test_bilinear_100 0.371σ 1.01σ 1.11σ 0.824σ 0.636σ
TestMisc_test_bilinear_100000 0.479σ 0.335σ 0.596σ 0.203σ 0.44σ
TestMisc_test_bilinear_nlcontext_100 0.59σ 1.11σ 1.47σ 1.92σ 1.44σ
TestMisc_test_bilinear_nlcontext_100000 0.454σ 0.398σ 0.587σ 0.304σ 0.354σ
TestMisc_test_diag_quicksum_100 0.567σ 0.883σ 1.13σ 1.19σ 0.947σ
TestMisc_test_diag_quicksum_100000 0.359σ 0.244σ 0.611σ 0.453σ 0.777σ
TestMisc_test_diag_sum_100 0.43σ 1.09σ 0.814σ 0.986σ 1.6σ
TestMisc_test_diag_sum_100000 0.381σ 0.25σ 1.04σ 0.332σ 0.623σ
TestMisc_test_pmedian_quicksum_test4 0.624σ 0.291σ 1.22σ 0.263σ 0.873σ
TestMisc_test_pmedian_quicksum_test8 0.266σ 0.531σ 0.163σ 0.205σ 0.659σ
TestMisc_test_pmedian_sum_test4 0.0939σ 0.157σ 0.194σ 0.283σ 0.742σ
TestMisc_test_pmedian_sum_test8 0.0436σ 0.265σ 0.458σ 0.283σ 0.674σ
TestMisc_test_pmedian_tuple_test4 0.363σ 0.0757σ 0.0778σ 0.119σ 0.338σ
TestMisc_test_pmedian_tuple_test8 0.303σ 0.235σ 0.147σ 0.105σ 0.597σ
TestJump_test_clnlbean_5000 0.68σ 0.867σ 0.419σ
TestJump_test_clnlbean_50000 0.537σ 0.134σ 0.293σ
TestJump_test_facility_25 0.22σ 0.185σ 0.175σ 0.295σ 0.256σ
TestJump_test_facility_5 0.199σ 0.2σ 0.0193σ 0.243σ 0.357σ
TestJump_test_facility_quicksum_25 0.153σ 0.14σ -0.0328σ 0.428σ 0.192σ
TestJump_test_facility_quicksum_5 0.319σ 0.254σ 0.117σ 0.362σ 0.369σ
TestJump_test_lqcp_10 0.197σ 0.592σ 0.284σ 0.315σ 0.185σ
TestJump_test_lqcp_500 0.434σ 0.134σ 0.238σ 0.0627σ 0.122σ
TestJump_test_lqcp_quicksum_10 0.287σ 0.464σ 0.503σ 0.315σ 0.224σ
TestJump_test_lqcp_quicksum_500 0.309σ 0.125σ 0.149σ 0.0585σ 0.099σ
TestJump_test_opf_662 0.341σ 0.174σ 0.329σ
TestJump_test_opf_6620 0.573σ 0.24σ 0.317σ
TestJump_test_opf_quicksum_662 0.386σ 0.195σ 0.24σ
TestJump_test_opf_quicksum_6620 0.536σ 0.361σ 0.217σ
TestDevel_test_issue_691 0.414σ 0.0379σ 0.0387σ 0.209σ 0.492σ
TestModels_test_dcopf_case2383wp 0.345σ 0.482σ 0.403σ 0.176σ 0.389σ
TestModels_test_uc_20140901_expected 0.405σ 0.309σ 0.117σ 0.249σ 0.305σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 2.05σ 0.253σ 0.35σ
TestMisc_test_bilinear_100 0.217σ 1.02σ 1.07σ 0.521σ 1.27σ
TestMisc_test_bilinear_100000 0.181σ 0.0779σ 0.213σ 0.459σ 0.651σ
TestMisc_test_bilinear_nlcontext_100 0.109σ 1.35σ 1.42σ 0.793σ 0.585σ
TestMisc_test_bilinear_nlcontext_100000 0.13σ 0.0504σ 0.0241σ 0.221σ 0.262σ
TestMisc_test_diag_quicksum_100 0.308σ 1.37σ 1.73σ 1.58σ 1.45σ
TestMisc_test_diag_quicksum_100000 0.263σ 0.0176σ 0.0934σ 0.0473σ 0.281σ
TestMisc_test_diag_sum_100 0.0973σ 1.19σ 1.32σ 1.19σ 1.14σ
TestMisc_test_diag_sum_100000 0.0403σ 0.14σ 0.0807σ 0.125σ 0.401σ
TestMisc_test_pmedian_quicksum_test4 0.365σ 0.249σ -0.0336σ 0.196σ 0.264σ
TestMisc_test_pmedian_quicksum_test8 -0.0567σ 0.172σ 0.229σ 0.122σ 0.109σ
TestMisc_test_pmedian_sum_test4 0.108σ 0.256σ 0.345σ 0.14σ 0.242σ
TestMisc_test_pmedian_sum_test8 0.0779σ 0.215σ 0.216σ 0.0672σ 0.269σ
TestMisc_test_pmedian_tuple_test4 0.0398σ 0.0334σ 0.0933σ 0.102σ 0.155σ
TestMisc_test_pmedian_tuple_test8 -0.0402σ 0.116σ 0.0775σ 0.057σ 0.147σ
TestJump_test_clnlbean_5000 0.0815σ 0.0555σ 0.0801σ
TestJump_test_clnlbean_50000 -0.0881σ 0.0403σ 0.174σ
TestJump_test_facility_25 -0.0546σ 0.00932σ 0.0197σ 0.16σ 0.26σ
TestJump_test_facility_5 0.104σ 0.0287σ 0.103σ 0.0715σ 0.486σ
TestJump_test_facility_quicksum_25 0.322σ 0.0265σ 0.0208σ 0.34σ 0.221σ
TestJump_test_facility_quicksum_5 0.108σ -0.0546σ 0.0813σ 0.12σ 0.0364σ
TestJump_test_lqcp_10 0.163σ 0.271σ 0.137σ 0.0282σ 0.348σ
TestJump_test_lqcp_500 0.161σ -0.00715σ 0.126σ 0.15σ 0.311σ
TestJump_test_lqcp_quicksum_10 0.108σ 0.385σ 0.562σ 0.287σ 0.381σ
TestJump_test_lqcp_quicksum_500 0.122σ 0.0236σ -0.0404σ 0.175σ 0.347σ
TestJump_test_opf_662 0.198σ 0.326σ 0.346σ
TestJump_test_opf_6620 0.312σ 0.0764σ 0.533σ
TestJump_test_opf_quicksum_662 0.149σ 0.0575σ 0.222σ
TestJump_test_opf_quicksum_6620 0.141σ 0.123σ 0.281σ
TestDevel_test_issue_691 0.176σ 0.153σ 0.179σ 0.227σ 0.191σ
TestModels_test_dcopf_case2383wp 0.258σ 0.244σ 0.125σ 0.155σ 0.242σ
TestModels_test_uc_20140901_expected 0.172σ 0.0248σ 0.0673σ 0.169σ 0.206σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.717σ 0.42σ 0.274σ
TestMisc_test_bilinear_100 0.224σ 1.52σ 1.63σ 0.819σ 1.25σ
TestMisc_test_bilinear_100000 0.744σ 0.378σ 0.731σ 0.833σ 0.42σ
TestMisc_test_bilinear_nlcontext_100 0.343σ 0.259σ 0.468σ 0.646σ 0.565σ
TestMisc_test_bilinear_nlcontext_100000 1.22σ 0.366σ 1.74σ 0.429σ 1.58σ
TestMisc_test_diag_quicksum_100 1.18σ 1.34σ 0.948σ 0.417σ 0.755σ
TestMisc_test_diag_quicksum_100000 1.39σ 1.56σ 1.64σ 0.802σ 0.351σ
TestMisc_test_diag_sum_100 1.03σ 1.04σ 1.27σ 1.69σ 1.54σ
TestMisc_test_diag_sum_100000 1.45σ 1.64σ 1.98σ 1.78σ 1.66σ
TestMisc_test_pmedian_quicksum_test4 2.1σ 1.67σ 1.4σ 1.57σ 1.77σ
TestMisc_test_pmedian_quicksum_test8 0.98σ 0.511σ 0.839σ 0.886σ 0.819σ
TestMisc_test_pmedian_sum_test4 2.1σ 1.72σ 1.96σ 1.32σ 1.71σ
TestMisc_test_pmedian_sum_test8 2.21σ 0.136σ 0.0495σ 0.661σ 0.6σ
TestMisc_test_pmedian_tuple_test4 2.11σ 1.36σ 1.48σ 1.37σ 1.78σ
TestMisc_test_pmedian_tuple_test8 0.51σ 0.847σ 0.531σ 0.556σ 0.447σ
TestJump_test_clnlbean_5000 0.256σ 0.119σ 0.516σ
TestJump_test_clnlbean_50000 1.23σ 0.345σ 0.238σ
TestJump_test_facility_25 0.221σ 0.227σ 0.298σ 0.394σ 0.493σ
TestJump_test_facility_5 1.53σ 1.04σ 1.86σ 1.11σ 0.727σ
TestJump_test_facility_quicksum_25 1.97σ 1.11σ 0.267σ 0.267σ 0.0531σ
TestJump_test_facility_quicksum_5 0.307σ 0.467σ 0.447σ 0.315σ 0.205σ
TestJump_test_lqcp_10 0.677σ 1.5σ 1.08σ 0.947σ 0.594σ
TestJump_test_lqcp_500 0.729σ 0.644σ 0.518σ 0.676σ 0.729σ
TestJump_test_lqcp_quicksum_10 1.34σ 0.845σ 1.29σ 1.63σ 1.6σ
TestJump_test_lqcp_quicksum_500 0.823σ 0.237σ 0.299σ 0.625σ 0.283σ
TestJump_test_opf_662 0.0804σ 0.256σ 0.22σ
TestJump_test_opf_6620 0.422σ 0.242σ 0.828σ
TestJump_test_opf_quicksum_662 0.256σ 0.36σ 0.271σ
TestJump_test_opf_quicksum_6620 0.551σ 0.245σ 0.818σ
TestDevel_test_issue_691 1.02σ 0.332σ 0.202σ 0.109σ 0.0953σ
TestModels_test_dcopf_case2383wp 0.54σ 0.774σ 0.605σ 0.986σ 0.669σ
TestModels_test_uc_20140901_expected 0.491σ 0.359σ 0.127σ 0.506σ 0.365σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 1.11σ 0.458σ 1.42σ
TestMisc_test_bilinear_100 0.625σ 2.15σ 1.49σ 1.98σ 1.51σ
TestMisc_test_bilinear_100000 0.529σ 0.351σ 0.714σ 0.0932σ 0.199σ
TestMisc_test_bilinear_nlcontext_100 1.9σ 1.61σ 1.73σ 1.26σ 1.58σ
TestMisc_test_bilinear_nlcontext_100000 0.658σ 0.261σ 0.222σ 0.0831σ 0.44σ
TestMisc_test_diag_quicksum_100 0.892σ 1.8σ 0.844σ 1.77σ 1.71σ
TestMisc_test_diag_quicksum_100000 0.16σ 0.0922σ 0.0883σ 0.348σ 0.458σ
TestMisc_test_diag_sum_100 1.3σ 1.81σ 1.18σ 1.88σ 1.36σ
TestMisc_test_diag_sum_100000 0.165σ 0.0814σ 0.079σ 0.0565σ 0.343σ
TestMisc_test_pmedian_quicksum_test4 0.65σ 1.21σ 0.608σ 0.287σ 0.473σ
TestMisc_test_pmedian_quicksum_test8 0.203σ 0.169σ 0.253σ 0.202σ 0.202σ
TestMisc_test_pmedian_sum_test4 0.907σ 1.35σ 0.694σ 0.907σ 0.617σ
TestMisc_test_pmedian_sum_test8 0.269σ 0.0501σ 0.211σ 0.371σ 0.173σ
TestMisc_test_pmedian_tuple_test4 1.37σ 0.858σ 0.0456σ 1.06σ 0.334σ
TestMisc_test_pmedian_tuple_test8 0.219σ 0.126σ 0.212σ 0.166σ 0.232σ
TestJump_test_clnlbean_5000 0.161σ 0.947σ 1.05σ
TestJump_test_clnlbean_50000 0.433σ 1.5σ 0.37σ
TestJump_test_facility_25 0.326σ 1.45σ 0.272σ 0.161σ 0.0741σ
TestJump_test_facility_5 0.0614σ 0.122σ 0.137σ 0.0187σ 0.131σ
TestJump_test_facility_quicksum_25 0.0372σ 0.207σ 0.233σ 0.0503σ 0.633σ
TestJump_test_facility_quicksum_5 0.535σ 0.99σ 1.24σ 0.775σ 0.87σ
TestJump_test_lqcp_10 0.962σ 1.1σ 1.77σ 1.34σ 1.48σ
TestJump_test_lqcp_500 0.773σ 0.973σ 0.639σ 0.0863σ 0.521σ
TestJump_test_lqcp_quicksum_10 0.18σ 1.36σ 1.4σ 1.6σ 0.656σ
TestJump_test_lqcp_quicksum_500 0.338σ 0.853σ 1.0σ 0.147σ 0.413σ
TestJump_test_opf_662 0.346σ 0.67σ 0.939σ
TestJump_test_opf_6620 0.69σ 0.897σ 0.227σ
TestJump_test_opf_quicksum_662 0.498σ 0.579σ 1.27σ
TestJump_test_opf_quicksum_6620 1.32σ 0.126σ 0.178σ
TestDevel_test_issue_691 0.24σ 0.0406σ 0.017σ 0.0472σ 0.0693σ
TestModels_test_dcopf_case2383wp 1.16σ 1.11σ 1.53σ 1.37σ 0.464σ
TestModels_test_uc_20140901_expected 0.543σ 0.601σ 0.778σ 0.368σ 0.605σ