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-30-2026 15:59

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic -0.107σ 0.217σ 1.7σ
TestMisc_test_bilinear_100 1.04σ 0.0763σ 0.195σ 0.0815σ 0.211σ
TestMisc_test_bilinear_100000 0.424σ -0.00154σ -0.0387σ 0.0475σ 0.0294σ
TestMisc_test_bilinear_nlcontext_100 1.01σ 0.00383σ 0.235σ 0.092σ 0.13σ
TestMisc_test_bilinear_nlcontext_100000 0.159σ -0.0372σ -0.0232σ 0.0494σ 0.0378σ
TestMisc_test_diag_quicksum_100 1.12σ 0.0063σ 1.08σ 0.104σ 0.841σ
TestMisc_test_diag_quicksum_100000 1.88σ -0.0859σ 0.127σ -0.00825σ 0.13σ
TestMisc_test_diag_sum_100 1.87σ 0.745σ 0.542σ 0.231σ 0.182σ
TestMisc_test_diag_sum_100000 2.0σ -0.0183σ 0.076σ -0.0249σ 0.138σ
TestMisc_test_pmedian_quicksum_test4 -0.00106σ 0.00244σ 0.409σ -0.0136σ 0.125σ
TestMisc_test_pmedian_quicksum_test8 0.684σ -0.0338σ 0.00567σ -0.0189σ 0.182σ
TestMisc_test_pmedian_sum_test4 -0.00871σ -0.0196σ 0.442σ -0.0103σ 0.12σ
TestMisc_test_pmedian_sum_test8 0.375σ -0.037σ 0.132σ -0.00568σ 0.105σ
TestMisc_test_pmedian_tuple_test4 -0.00246σ -0.00768σ 0.103σ -0.0127σ 0.0365σ
TestMisc_test_pmedian_tuple_test8 0.309σ -0.0454σ 0.0835σ -0.0478σ 0.206σ
TestJump_test_clnlbean_5000 -0.0421σ 0.0415σ 0.171σ
TestJump_test_clnlbean_50000 0.911σ -0.0544σ 0.164σ
TestJump_test_facility_25 0.218σ 0.147σ 0.286σ 0.621σ 0.222σ
TestJump_test_facility_5 -0.0071σ -0.0125σ 0.282σ -0.00727σ 0.075σ
TestJump_test_facility_quicksum_25 0.212σ -0.0565σ 0.26σ 0.654σ 0.101σ
TestJump_test_facility_quicksum_5 -0.00383σ -0.0136σ 0.144σ -0.012σ 0.0514σ
TestJump_test_lqcp_10 -0.00117σ 0.356σ 0.255σ 0.0301σ 0.0244σ
TestJump_test_lqcp_500 0.0165σ -0.163σ 0.012σ -0.0924σ 0.145σ
TestJump_test_lqcp_quicksum_10 -0.00238σ 0.0245σ 0.296σ 0.116σ 0.0732σ
TestJump_test_lqcp_quicksum_500 -0.0381σ -0.106σ 0.0558σ -0.0276σ 0.163σ
TestJump_test_opf_662 -0.0943σ -0.0823σ 0.122σ
TestJump_test_opf_6620 0.629σ -0.0373σ 0.101σ
TestJump_test_opf_quicksum_662 -0.0467σ -0.0231σ 0.0295σ
TestJump_test_opf_quicksum_6620 0.375σ -0.00184σ 0.0938σ
TestDevel_test_issue_691 0.662σ -0.00775σ 0.285σ -0.128σ 0.0512σ
TestModels_test_dcopf_case2383wp -0.00631σ 0.91σ 0.39σ -0.0447σ 0.134σ
TestModels_test_uc_20140901_expected -0.108σ -0.0219σ 0.0315σ -0.0489σ 0.166σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 1.43σ 0.233σ 2.17σ
TestMisc_test_bilinear_100 1.8σ 0.381σ 0.512σ 0.321σ 0.307σ
TestMisc_test_bilinear_100000 -0.32σ 0.115σ 0.0387σ 0.0578σ 0.234σ
TestMisc_test_bilinear_nlcontext_100 1.7σ 1.1σ 0.837σ 0.448σ 0.435σ
TestMisc_test_bilinear_nlcontext_100000 -0.25σ 0.285σ 0.0556σ 0.0476σ 0.217σ
TestMisc_test_diag_quicksum_100 1.92σ 2.69σ 0.314σ 0.168σ 0.509σ
TestMisc_test_diag_quicksum_100000 0.078σ 0.15σ 0.116σ 0.16σ 0.305σ
TestMisc_test_diag_sum_100 1.72σ 0.628σ 0.559σ 0.33σ 0.518σ
TestMisc_test_diag_sum_100000 -0.404σ 0.14σ 0.21σ 0.0237σ 0.246σ
TestMisc_test_pmedian_quicksum_test4 0.489σ 0.292σ 0.244σ 0.0623σ 0.312σ
TestMisc_test_pmedian_quicksum_test8 -0.0358σ 0.0279σ 0.152σ 0.0762σ 0.36σ
TestMisc_test_pmedian_sum_test4 0.024σ 0.196σ 0.315σ 0.0795σ 0.322σ
TestMisc_test_pmedian_sum_test8 -0.0504σ 0.0771σ 0.138σ 0.1σ 0.279σ
TestMisc_test_pmedian_tuple_test4 0.205σ 0.461σ 0.338σ 0.0689σ 0.411σ
TestMisc_test_pmedian_tuple_test8 0.0263σ 0.194σ 0.201σ 0.196σ 0.416σ
TestJump_test_clnlbean_5000 0.124σ 0.211σ 0.243σ
TestJump_test_clnlbean_50000 0.0508σ 0.14σ 0.234σ
TestJump_test_facility_25 0.224σ 0.00272σ 0.26σ 0.598σ 0.324σ
TestJump_test_facility_5 1.28σ 0.365σ 0.282σ 0.27σ 0.311σ
TestJump_test_facility_quicksum_25 0.506σ 0.0972σ 0.368σ 0.529σ 0.341σ
TestJump_test_facility_quicksum_5 1.35σ 0.334σ 0.267σ 0.304σ 0.313σ
TestJump_test_lqcp_10 1.66σ 0.343σ 0.404σ 0.404σ 0.068σ
TestJump_test_lqcp_500 -0.12σ 0.202σ 0.139σ 0.237σ 0.175σ
TestJump_test_lqcp_quicksum_10 1.7σ 0.0142σ 0.211σ 0.0771σ 0.0877σ
TestJump_test_lqcp_quicksum_500 -0.00899σ 0.0959σ 0.192σ 0.185σ 0.23σ
TestJump_test_opf_662 0.209σ 0.0887σ 0.0309σ
TestJump_test_opf_6620 -0.221σ 0.00896σ 0.0165σ
TestJump_test_opf_quicksum_662 0.229σ 0.0478σ 0.0934σ
TestJump_test_opf_quicksum_6620 -0.23σ 0.143σ 0.12σ
TestDevel_test_issue_691 0.319σ 0.131σ 0.182σ 0.0655σ 0.0306σ
TestModels_test_dcopf_case2383wp 0.109σ 0.0999σ 0.109σ 0.171σ 0.297σ
TestModels_test_uc_20140901_expected -0.109σ 0.16σ 0.177σ 0.283σ 0.299σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 1.82σ -0.00297σ 2.24σ
TestMisc_test_bilinear_100 1.97σ 0.826σ 0.736σ 0.633σ 0.527σ
TestMisc_test_bilinear_100000 -0.111σ 0.16σ 0.165σ 0.143σ 0.0353σ
TestMisc_test_bilinear_nlcontext_100 1.82σ 0.00901σ 0.625σ 0.423σ 0.437σ
TestMisc_test_bilinear_nlcontext_100000 0.00913σ 0.183σ 0.291σ 0.11σ 0.0175σ
TestMisc_test_diag_quicksum_100 1.95σ 0.523σ 0.495σ 0.526σ 0.668σ
TestMisc_test_diag_quicksum_100000 1.22σ 0.063σ -0.00889σ 0.194σ 0.157σ
TestMisc_test_diag_sum_100 1.92σ 0.982σ 0.584σ 0.4σ 0.513σ
TestMisc_test_diag_sum_100000 1.05σ 0.267σ 0.0802σ 0.114σ 0.068σ
TestMisc_test_pmedian_quicksum_test4 0.91σ 0.152σ 0.411σ 0.289σ 0.248σ
TestMisc_test_pmedian_quicksum_test8 0.0893σ 0.0185σ 0.0498σ 0.245σ 0.263σ
TestMisc_test_pmedian_sum_test4 0.0353σ 0.344σ 0.242σ 0.303σ 0.263σ
TestMisc_test_pmedian_sum_test8 0.0797σ -0.0134σ 0.0134σ 0.218σ 0.282σ
TestMisc_test_pmedian_tuple_test4 0.019σ 0.284σ 0.0728σ 0.216σ 0.213σ
TestMisc_test_pmedian_tuple_test8 0.0639σ 0.0086σ 0.0796σ 0.265σ 0.24σ
TestJump_test_clnlbean_5000 0.111σ 0.0326σ 0.265σ
TestJump_test_clnlbean_50000 0.166σ 0.0504σ 0.242σ
TestJump_test_facility_25 0.187σ 0.0299σ 0.156σ 0.438σ 0.339σ
TestJump_test_facility_5 1.47σ 0.457σ 0.298σ 0.201σ 0.331σ
TestJump_test_facility_quicksum_25 0.364σ 0.0294σ 0.103σ 0.0937σ 0.483σ
TestJump_test_facility_quicksum_5 1.37σ 0.0906σ 0.292σ 0.232σ 0.335σ
TestJump_test_lqcp_10 1.86σ 0.568σ 0.472σ 0.351σ 0.372σ
TestJump_test_lqcp_500 0.74σ 0.166σ 0.104σ 0.252σ 0.303σ
TestJump_test_lqcp_quicksum_10 1.8σ 0.0144σ 0.278σ 0.197σ 0.145σ
TestJump_test_lqcp_quicksum_500 0.463σ 0.114σ 0.149σ 0.282σ 0.333σ
TestJump_test_opf_662 -0.183σ 0.159σ 0.221σ
TestJump_test_opf_6620 -0.136σ 0.175σ 0.307σ
TestJump_test_opf_quicksum_662 -0.313σ 0.182σ 0.225σ
TestJump_test_opf_quicksum_6620 -0.236σ 0.309σ 0.266σ
TestDevel_test_issue_691 0.395σ 0.229σ 0.181σ 0.308σ 0.256σ
TestModels_test_dcopf_case2383wp 0.818σ 0.0337σ 0.122σ 0.153σ 0.205σ
TestModels_test_uc_20140901_expected -0.123σ 0.0308σ 0.0118σ 0.268σ 0.29σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 1.22σ -0.123σ 2.14σ
TestMisc_test_bilinear_100 1.84σ 0.404σ 0.698σ 0.485σ 0.237σ
TestMisc_test_bilinear_100000 -0.0376σ 0.163σ 0.358σ 0.103σ 0.0399σ
TestMisc_test_bilinear_nlcontext_100 1.85σ 0.00338σ 0.541σ 0.594σ 0.382σ
TestMisc_test_bilinear_nlcontext_100000 -0.66σ 0.187σ 0.0411σ 0.173σ 0.0424σ
TestMisc_test_diag_quicksum_100 1.75σ 0.00111σ 0.23σ 0.207σ 0.224σ
TestMisc_test_diag_quicksum_100000 1.36σ 0.143σ 0.0864σ 0.271σ -0.0654σ
TestMisc_test_diag_sum_100 1.66σ 0.442σ 0.328σ 0.196σ 0.128σ
TestMisc_test_diag_sum_100000 1.47σ 0.323σ 0.0876σ 0.162σ -0.0597σ
TestMisc_test_pmedian_quicksum_test4 0.658σ 0.195σ 0.207σ 0.139σ 0.0718σ
TestMisc_test_pmedian_quicksum_test8 0.159σ 0.468σ 0.161σ 0.135σ 0.0452σ
TestMisc_test_pmedian_sum_test4 0.39σ 0.195σ 0.0758σ 0.19σ 0.0184σ
TestMisc_test_pmedian_sum_test8 0.0663σ 0.0677σ 0.143σ 0.12σ -0.0192σ
TestMisc_test_pmedian_tuple_test4 1.33σ 0.174σ 0.102σ 0.13σ 0.0729σ
TestMisc_test_pmedian_tuple_test8 0.0407σ 0.104σ 0.113σ 0.278σ 0.00541σ
TestJump_test_clnlbean_5000 0.0101σ 0.0726σ -0.0705σ
TestJump_test_clnlbean_50000 -0.0527σ 0.142σ -0.048σ
TestJump_test_facility_25 0.229σ -0.136σ 0.143σ 0.188σ 0.222σ
TestJump_test_facility_5 1.32σ 0.156σ 0.345σ 0.0975σ 0.114σ
TestJump_test_facility_quicksum_25 0.251σ -0.0506σ 0.314σ 0.116σ 0.214σ
TestJump_test_facility_quicksum_5 1.28σ 0.43σ 0.244σ 0.177σ 0.25σ
TestJump_test_lqcp_10 1.65σ 0.751σ 0.61σ 0.64σ 0.215σ
TestJump_test_lqcp_500 0.479σ -0.0422σ 0.157σ 0.058σ 0.0737σ
TestJump_test_lqcp_quicksum_10 1.59σ 0.0134σ 0.735σ 0.431σ 0.25σ
TestJump_test_lqcp_quicksum_500 0.227σ -0.00532σ 0.217σ 0.079σ 0.0261σ
TestJump_test_opf_662 -0.467σ 0.0902σ -0.0628σ
TestJump_test_opf_6620 -0.703σ 0.106σ -0.0827σ
TestJump_test_opf_quicksum_662 -0.0385σ 0.862σ -0.095σ
TestJump_test_opf_quicksum_6620 -0.218σ 0.0544σ -0.0609σ
TestDevel_test_issue_691 0.00037σ 0.0116σ -0.0815σ 0.346σ 0.0205σ
TestModels_test_dcopf_case2383wp -0.141σ 0.0293σ 0.199σ -0.0272σ 0.0521σ
TestModels_test_uc_20140901_expected -0.331σ 0.0524σ 0.0574σ 0.243σ 0.0471σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.891σ 0.393σ 2.12σ
TestMisc_test_bilinear_100 1.77σ 0.4σ 0.639σ 0.359σ 0.49σ
TestMisc_test_bilinear_100000 0.664σ 0.313σ 0.567σ 0.228σ 0.372σ
TestMisc_test_bilinear_nlcontext_100 1.55σ 0.488σ 0.7σ 0.34σ 0.478σ
TestMisc_test_bilinear_nlcontext_100000 0.594σ 0.178σ 0.417σ 0.223σ 0.213σ
TestMisc_test_diag_quicksum_100 1.75σ 0.0201σ 0.667σ 0.177σ 0.421σ
TestMisc_test_diag_quicksum_100000 0.514σ 0.223σ 0.398σ 0.219σ 0.449σ
TestMisc_test_diag_sum_100 1.7σ 0.0141σ 0.465σ 0.207σ 0.181σ
TestMisc_test_diag_sum_100000 0.832σ 0.304σ 0.428σ 0.0643σ 0.397σ
TestMisc_test_pmedian_quicksum_test4 0.207σ 0.199σ 0.563σ 0.141σ 0.333σ
TestMisc_test_pmedian_quicksum_test8 0.104σ 0.217σ 0.302σ 0.179σ 0.414σ
TestMisc_test_pmedian_sum_test4 0.0592σ 0.196σ 0.215σ 0.0452σ 0.152σ
TestMisc_test_pmedian_sum_test8 0.0984σ 0.255σ 0.402σ 0.103σ 0.381σ
TestMisc_test_pmedian_tuple_test4 0.0358σ 0.391σ 0.634σ 0.175σ 0.361σ
TestMisc_test_pmedian_tuple_test8 0.197σ 0.18σ 0.49σ 0.182σ 0.477σ
TestJump_test_clnlbean_5000 0.299σ 0.493σ 0.401σ
TestJump_test_clnlbean_50000 0.347σ 0.44σ 0.412σ
TestJump_test_facility_25 0.0872σ 0.334σ 0.369σ 0.136σ 0.653σ
TestJump_test_facility_5 1.28σ 0.487σ 0.405σ 0.312σ 0.496σ
TestJump_test_facility_quicksum_25 0.173σ 0.538σ 0.178σ 0.345σ 0.505σ
TestJump_test_facility_quicksum_5 1.31σ 0.43σ 0.301σ 0.249σ 0.426σ
TestJump_test_lqcp_10 1.62σ 0.446σ 0.242σ 0.13σ 0.275σ
TestJump_test_lqcp_500 0.356σ 0.39σ 0.298σ 0.185σ 0.316σ
TestJump_test_lqcp_quicksum_10 1.52σ 0.515σ 0.585σ 0.51σ 0.403σ
TestJump_test_lqcp_quicksum_500 0.268σ 0.477σ 0.337σ 0.136σ 0.408σ
TestJump_test_opf_662 1.26σ 0.384σ 0.406σ
TestJump_test_opf_6620 0.322σ 0.418σ 0.405σ
TestJump_test_opf_quicksum_662 0.517σ 0.406σ 0.443σ
TestJump_test_opf_quicksum_6620 0.344σ 0.396σ 0.346σ
TestDevel_test_issue_691 0.00664σ 0.0137σ 0.0413σ 0.0243σ 0.151σ
TestModels_test_dcopf_case2383wp 0.114σ 0.186σ 0.211σ 0.0578σ 0.403σ
TestModels_test_uc_20140901_expected 0.0849σ 0.351σ 0.232σ 0.0641σ 0.158σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic -0.0711σ 0.602σ 2.29σ
TestMisc_test_bilinear_100 2.07σ 0.642σ 0.648σ 0.348σ 0.368σ
TestMisc_test_bilinear_100000 1.08σ -0.0537σ -0.0479σ 0.295σ 0.156σ
TestMisc_test_bilinear_nlcontext_100 2.17σ 0.00583σ 0.913σ 0.374σ 0.147σ
TestMisc_test_bilinear_nlcontext_100000 0.81σ -0.127σ -0.0725σ 0.274σ 0.12σ
TestMisc_test_diag_quicksum_100 2.12σ 0.00811σ 0.942σ 0.289σ 0.282σ
TestMisc_test_diag_quicksum_100000 2.24σ -0.0905σ 0.139σ -0.0553σ 0.367σ
TestMisc_test_diag_sum_100 2.08σ 0.811σ 0.589σ 0.0406σ 0.496σ
TestMisc_test_diag_sum_100000 2.23σ -0.405σ 0.0413σ 0.145σ 0.0588σ
TestMisc_test_pmedian_quicksum_test4 -0.0083σ -0.00458σ 0.691σ -0.022σ 0.0764σ
TestMisc_test_pmedian_quicksum_test8 1.03σ -0.229σ -0.0132σ -0.0415σ 0.199σ
TestMisc_test_pmedian_sum_test4 -0.00146σ -0.0215σ 0.518σ -0.00237σ 0.0576σ
TestMisc_test_pmedian_sum_test8 0.573σ 0.124σ 0.311σ -0.201σ 0.142σ
TestMisc_test_pmedian_tuple_test4 -0.00993σ -0.0249σ 0.192σ -0.00905σ 0.0789σ
TestMisc_test_pmedian_tuple_test8 0.707σ -0.13σ 0.13σ -0.0821σ 0.19σ
TestJump_test_clnlbean_5000 -0.0543σ -0.0314σ 0.177σ
TestJump_test_clnlbean_50000 1.27σ -0.0276σ 0.213σ
TestJump_test_facility_25 0.452σ -0.102σ 0.382σ 1.01σ 0.208σ
TestJump_test_facility_5 9.81e-05σ -0.00933σ 0.172σ -0.0176σ 0.0923σ
TestJump_test_facility_quicksum_25 0.636σ -0.0881σ 0.447σ 1.13σ 0.21σ
TestJump_test_facility_quicksum_5 -0.0062σ 4.92e-05σ 0.508σ -0.0085σ 0.136σ
TestJump_test_lqcp_10 -0.00388σ 0.805σ 0.639σ 0.27σ 0.258σ
TestJump_test_lqcp_500 -0.143σ 0.0737σ 0.0206σ -0.0576σ 0.259σ
TestJump_test_lqcp_quicksum_10 -0.00229σ 0.0178σ 0.771σ 0.355σ 0.176σ
TestJump_test_lqcp_quicksum_500 -0.0157σ -0.0374σ 0.00366σ -0.0796σ 0.186σ
TestJump_test_opf_662 -0.0151σ -0.0478σ 0.0748σ
TestJump_test_opf_6620 0.84σ -0.023σ 0.0886σ
TestJump_test_opf_quicksum_662 -0.0156σ -0.00869σ 0.0638σ
TestJump_test_opf_quicksum_6620 0.739σ -0.00264σ 0.171σ
TestDevel_test_issue_691 0.325σ -0.315σ 0.231σ -0.257σ 0.0654σ
TestModels_test_dcopf_case2383wp 0.14σ -0.0868σ 0.418σ -0.0529σ 0.0568σ
TestModels_test_uc_20140901_expected -0.359σ -0.0459σ 0.155σ -0.0427σ 0.126σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.381σ 0.048σ 1.9σ
TestMisc_test_bilinear_100 0.927σ 0.256σ 0.253σ 0.252σ 0.264σ
TestMisc_test_bilinear_100000 0.0882σ 0.0288σ 0.0151σ 0.063σ 0.113σ
TestMisc_test_bilinear_nlcontext_100 0.521σ 2.83σ 0.377σ 0.26σ 0.0529σ
TestMisc_test_bilinear_nlcontext_100000 -0.0688σ 0.00806σ 0.00163σ 0.065σ 0.128σ
TestMisc_test_diag_quicksum_100 1.09σ 1.27σ 0.321σ 0.234σ 0.241σ
TestMisc_test_diag_quicksum_100000 -0.231σ 0.0745σ 0.205σ 0.427σ 0.232σ
TestMisc_test_diag_sum_100 1.75σ 0.683σ 0.697σ 0.495σ 0.512σ
TestMisc_test_diag_sum_100000 -0.412σ 0.346σ 0.242σ 0.417σ 0.233σ
TestMisc_test_pmedian_quicksum_test4 0.12σ 0.324σ 0.325σ 0.265σ 0.246σ
TestMisc_test_pmedian_quicksum_test8 0.0755σ 0.0364σ 0.127σ 0.177σ 0.336σ
TestMisc_test_pmedian_sum_test4 0.0448σ 0.388σ 0.149σ 0.137σ 1.13σ
TestMisc_test_pmedian_sum_test8 0.0734σ 0.119σ 0.0807σ 0.228σ 0.231σ
TestMisc_test_pmedian_tuple_test4 0.48σ 0.126σ 0.134σ 0.134σ 0.207σ
TestMisc_test_pmedian_tuple_test8 0.155σ 0.239σ 0.12σ 0.17σ 0.168σ
TestJump_test_clnlbean_5000 0.0608σ 1.11σ 0.29σ
TestJump_test_clnlbean_50000 -0.00331σ 0.193σ 0.321σ
TestJump_test_facility_25 0.199σ 0.014σ 0.234σ 0.26σ 0.201σ
TestJump_test_facility_5 1.26σ 0.00845σ 0.192σ 0.377σ 0.258σ
TestJump_test_facility_quicksum_25 0.383σ 0.0346σ 0.354σ 0.333σ 0.221σ
TestJump_test_facility_quicksum_5 1.23σ 0.0217σ 0.265σ 0.293σ 0.21σ
TestJump_test_lqcp_10 1.66σ 0.548σ 0.551σ 0.409σ 0.333σ
TestJump_test_lqcp_500 -0.108σ 0.175σ 0.0847σ 0.321σ 0.351σ
TestJump_test_lqcp_quicksum_10 1.71σ 0.459σ 0.373σ 0.204σ 0.147σ
TestJump_test_lqcp_quicksum_500 -0.166σ 0.14σ 0.0928σ 0.385σ 0.395σ
TestJump_test_opf_662 0.0433σ 0.0427σ 0.266σ
TestJump_test_opf_6620 -0.421σ -0.00772σ 0.256σ
TestJump_test_opf_quicksum_662 0.2σ 0.0201σ 0.243σ
TestJump_test_opf_quicksum_6620 -0.42σ -0.00569σ 0.235σ
TestDevel_test_issue_691 0.241σ 0.259σ 0.207σ 0.0683σ 0.127σ
TestModels_test_dcopf_case2383wp 0.611σ 0.241σ 0.223σ 0.313σ 0.3σ
TestModels_test_uc_20140901_expected -0.172σ 0.196σ 0.136σ 0.12σ 0.333σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.477σ -0.0492σ 1.96σ
TestMisc_test_bilinear_100 1.09σ 0.296σ 0.406σ 0.171σ 0.297σ
TestMisc_test_bilinear_100000 -0.115σ 0.375σ 0.3σ 0.243σ 0.182σ
TestMisc_test_bilinear_nlcontext_100 1.62σ 0.00445σ 0.557σ 0.259σ 0.255σ
TestMisc_test_bilinear_nlcontext_100000 -0.492σ 0.449σ 0.258σ 0.111σ 0.176σ
TestMisc_test_diag_quicksum_100 1.8σ 0.393σ 0.396σ 0.328σ 0.276σ
TestMisc_test_diag_quicksum_100000 1.42σ 0.383σ 0.15σ 0.301σ 0.0153σ
TestMisc_test_diag_sum_100 1.92σ 0.935σ 0.366σ 0.258σ 0.266σ
TestMisc_test_diag_sum_100000 1.42σ 0.12σ 0.0461σ 0.0411σ 0.0161σ
TestMisc_test_pmedian_quicksum_test4 0.365σ 0.115σ 0.114σ 0.08σ 0.0718σ
TestMisc_test_pmedian_quicksum_test8 0.094σ 0.0911σ 0.137σ 0.204σ 0.0821σ
TestMisc_test_pmedian_sum_test4 0.569σ 0.0246σ 0.477σ 0.0618σ 0.0642σ
TestMisc_test_pmedian_sum_test8 0.108σ 0.192σ 0.148σ 0.228σ 0.122σ
TestMisc_test_pmedian_tuple_test4 0.948σ 0.0846σ 0.164σ 0.0958σ 0.0425σ
TestMisc_test_pmedian_tuple_test8 0.145σ 0.243σ 0.335σ 0.267σ 0.166σ
TestJump_test_clnlbean_5000 0.0196σ 0.0454σ 0.102σ
TestJump_test_clnlbean_50000 -0.00344σ 0.13σ 0.139σ
TestJump_test_facility_25 0.3σ 0.136σ 0.459σ 0.34σ 0.126σ
TestJump_test_facility_5 1.31σ 0.245σ 0.217σ 0.229σ 0.227σ
TestJump_test_facility_quicksum_25 0.305σ 0.144σ 0.254σ 0.213σ 0.159σ
TestJump_test_facility_quicksum_5 1.24σ 0.364σ 0.167σ 0.0831σ 0.225σ
TestJump_test_lqcp_10 1.64σ 0.317σ 0.222σ 0.107σ 0.105σ
TestJump_test_lqcp_500 0.403σ 0.224σ 0.0984σ 0.326σ 0.107σ
TestJump_test_lqcp_quicksum_10 1.67σ 0.554σ 0.421σ 0.18σ 0.175σ
TestJump_test_lqcp_quicksum_500 0.356σ 0.191σ 0.169σ 0.258σ 0.0669σ
TestJump_test_opf_662 -0.211σ 0.0873σ 0.262σ
TestJump_test_opf_6620 -0.0551σ 0.224σ 0.303σ
TestJump_test_opf_quicksum_662 -0.257σ 0.236σ 0.346σ
TestJump_test_opf_quicksum_6620 -0.282σ 0.293σ 0.432σ
TestDevel_test_issue_691 0.0384σ 0.0669σ 0.0652σ 0.0686σ 0.0398σ
TestModels_test_dcopf_case2383wp 0.0889σ 0.0819σ 0.191σ 0.127σ 0.137σ
TestModels_test_uc_20140901_expected -0.23σ 0.181σ 0.0855σ 0.226σ 0.264σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 1.04σ -0.276σ 2.15σ
TestMisc_test_bilinear_100 1.91σ 0.688σ 0.845σ 0.428σ 0.454σ
TestMisc_test_bilinear_100000 0.0227σ 0.361σ 0.15σ 0.0809σ 0.121σ
TestMisc_test_bilinear_nlcontext_100 1.85σ 1.6σ 0.654σ 0.422σ 0.344σ
TestMisc_test_bilinear_nlcontext_100000 0.104σ 0.187σ 0.113σ 0.0779σ 0.0715σ
TestMisc_test_diag_quicksum_100 1.93σ 1.38σ 0.307σ 0.656σ 0.583σ
TestMisc_test_diag_quicksum_100000 1.02σ 0.207σ -0.0389σ -0.0262σ 0.109σ
TestMisc_test_diag_sum_100 1.81σ 0.859σ 0.464σ 0.354σ 0.58σ
TestMisc_test_diag_sum_100000 1.27σ 0.0939σ -0.0581σ 0.0458σ -0.127σ
TestMisc_test_pmedian_quicksum_test4 0.789σ 0.256σ 0.0854σ 0.0792σ -0.043σ
TestMisc_test_pmedian_quicksum_test8 0.225σ 0.127σ 0.166σ 0.0455σ 0.0457σ
TestMisc_test_pmedian_sum_test4 0.608σ 0.264σ 0.101σ 0.0529σ 0.00578σ
TestMisc_test_pmedian_sum_test8 0.0855σ -0.013σ 0.0142σ 0.048σ -0.051σ
TestMisc_test_pmedian_tuple_test4 0.105σ 0.142σ 0.111σ 0.0608σ 0.0231σ
TestMisc_test_pmedian_tuple_test8 0.179σ 0.0638σ 0.0682σ 0.0691σ -0.00932σ
TestJump_test_clnlbean_5000 -0.00686σ 0.148σ -0.00771σ
TestJump_test_clnlbean_50000 0.125σ 0.137σ 0.0417σ
TestJump_test_facility_25 -0.00377σ 0.439σ 0.107σ 0.183σ 0.12σ
TestJump_test_facility_5 1.42σ 0.14σ 0.125σ 0.0459σ 0.0922σ
TestJump_test_facility_quicksum_25 -0.0156σ -0.0152σ 0.299σ -0.0618σ 0.087σ
TestJump_test_facility_quicksum_5 1.42σ 0.107σ 0.0801σ -0.0617σ 0.0822σ
TestJump_test_lqcp_10 1.71σ 0.548σ 0.401σ 0.0397σ 0.345σ
TestJump_test_lqcp_500 0.24σ 0.148σ 0.16σ 0.0141σ 0.175σ
TestJump_test_lqcp_quicksum_10 1.78σ 0.43σ 0.483σ 0.267σ 0.392σ
TestJump_test_lqcp_quicksum_500 0.496σ 0.0654σ 0.0189σ 0.0124σ 0.169σ
TestJump_test_opf_662 0.0211σ 0.22σ 0.00392σ
TestJump_test_opf_6620 -0.629σ 0.346σ 0.12σ
TestJump_test_opf_quicksum_662 -0.0862σ 0.18σ 0.188σ
TestJump_test_opf_quicksum_6620 -0.0902σ 0.231σ 0.207σ
TestDevel_test_issue_691 -0.00209σ 0.011σ -0.0502σ 0.0629σ 0.00938σ
TestModels_test_dcopf_case2383wp -0.0107σ 0.197σ 0.128σ 0.0959σ 0.135σ
TestModels_test_uc_20140901_expected -0.163σ 0.117σ 0.03σ 0.0397σ 0.0993σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 1.19σ 0.574σ 2.18σ
TestMisc_test_bilinear_100 1.9σ 0.996σ 1.12σ 0.573σ 0.837σ
TestMisc_test_bilinear_100000 0.959σ 0.597σ 0.546σ 0.338σ 0.588σ
TestMisc_test_bilinear_nlcontext_100 1.7σ 1.18σ 1.23σ 1.06σ 0.982σ
TestMisc_test_bilinear_nlcontext_100000 0.768σ 0.246σ 0.599σ 0.386σ 0.537σ
TestMisc_test_diag_quicksum_100 2.0σ 0.82σ 1.14σ 0.487σ 0.712σ
TestMisc_test_diag_quicksum_100000 0.952σ 0.291σ 0.437σ 0.296σ 0.573σ
TestMisc_test_diag_sum_100 1.92σ 0.982σ 1.2σ 0.662σ 0.811σ
TestMisc_test_diag_sum_100000 0.597σ 0.211σ 0.459σ 0.356σ 0.526σ
TestMisc_test_pmedian_quicksum_test4 0.999σ 0.428σ 0.635σ 0.352σ 0.576σ
TestMisc_test_pmedian_quicksum_test8 0.416σ 0.201σ 0.593σ 0.36σ 0.62σ
TestMisc_test_pmedian_sum_test4 0.0582σ 0.413σ 0.62σ 0.429σ 0.63σ
TestMisc_test_pmedian_sum_test8 0.284σ 0.214σ 0.555σ 0.369σ 0.668σ
TestMisc_test_pmedian_tuple_test4 0.884σ 0.496σ 0.806σ 0.347σ 0.634σ
TestMisc_test_pmedian_tuple_test8 0.315σ 0.245σ 0.505σ 0.352σ 0.601σ
TestJump_test_clnlbean_5000 0.462σ 0.582σ 0.68σ
TestJump_test_clnlbean_50000 0.463σ 0.688σ 0.669σ
TestJump_test_facility_25 0.0483σ 0.347σ 0.516σ 0.726σ 0.563σ
TestJump_test_facility_5 1.41σ 0.4σ 0.559σ 0.572σ 0.585σ
TestJump_test_facility_quicksum_25 0.125σ 0.269σ 0.398σ 0.534σ 0.641σ
TestJump_test_facility_quicksum_5 1.33σ 0.601σ 0.671σ 0.626σ 0.576σ
TestJump_test_lqcp_10 1.68σ 1.04σ 0.792σ 0.588σ 0.479σ
TestJump_test_lqcp_500 0.467σ 0.605σ 0.44σ 0.454σ 0.523σ
TestJump_test_lqcp_quicksum_10 1.71σ 0.00988σ 0.725σ 0.654σ 0.657σ
TestJump_test_lqcp_quicksum_500 0.414σ 0.458σ 0.356σ 0.516σ 0.53σ
TestJump_test_opf_662 0.378σ 0.398σ 0.641σ
TestJump_test_opf_6620 0.394σ 0.398σ 0.67σ
TestJump_test_opf_quicksum_662 0.444σ 0.47σ 0.714σ
TestJump_test_opf_quicksum_6620 0.475σ 0.629σ 0.665σ
TestDevel_test_issue_691 0.0128σ 0.00293σ 0.116σ 1.09σ 0.433σ
TestModels_test_dcopf_case2383wp 0.277σ 0.369σ 0.595σ 0.571σ 0.526σ
TestModels_test_uc_20140901_expected 0.0883σ 0.372σ 0.577σ 0.556σ 0.654σ