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: Jan-23-2026 15:56

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 1.97σ 0.885σ 0.103σ
TestMisc_test_bilinear_100 2.08σ 1.29σ 1.3σ 1.3σ 1.33σ
TestMisc_test_bilinear_100000 0.685σ 0.656σ 0.00276σ 1.36σ 1.18σ
TestMisc_test_bilinear_nlcontext_100 2.21σ 1.53σ 1.31σ 1.57σ 1.29σ
TestMisc_test_bilinear_nlcontext_100000 0.981σ 0.849σ 0.806σ 1.53σ 0.347σ
TestMisc_test_diag_quicksum_100 1.11σ 1.67σ 1.26σ 1.32σ 1.12σ
TestMisc_test_diag_quicksum_100000 1.04σ 0.792σ 0.57σ 0.341σ 0.675σ
TestMisc_test_diag_sum_100 1.71σ 1.27σ 1.18σ 1.28σ 1.24σ
TestMisc_test_diag_sum_100000 0.754σ 0.191σ 0.302σ 0.287σ 0.358σ
TestMisc_test_pmedian_quicksum_test4 1.17σ 1.18σ 0.907σ 1.41σ 0.28σ
TestMisc_test_pmedian_quicksum_test8 0.633σ 0.979σ 0.42σ 0.23σ 0.143σ
TestMisc_test_pmedian_sum_test4 0.348σ 0.364σ 0.284σ 0.521σ 0.19σ
TestMisc_test_pmedian_sum_test8 0.487σ 0.289σ 0.31σ 0.338σ 0.145σ
TestMisc_test_pmedian_tuple_test4 0.741σ 0.647σ 0.34σ 0.517σ 0.159σ
TestMisc_test_pmedian_tuple_test8 0.284σ 0.066σ 0.165σ 0.166σ 0.131σ
TestJump_test_clnlbean_5000 0.166σ 0.205σ 0.0358σ
TestJump_test_clnlbean_50000 0.179σ 0.138σ 0.0912σ
TestJump_test_facility_25 0.168σ 0.164σ 0.127σ 0.351σ 0.0424σ
TestJump_test_facility_5 0.795σ 0.658σ 0.293σ 0.74σ 0.115σ
TestJump_test_facility_quicksum_25 0.478σ 0.24σ 0.107σ 0.192σ 0.113σ
TestJump_test_facility_quicksum_5 0.432σ 0.415σ 0.27σ 0.441σ 0.0774σ
TestJump_test_lqcp_10 0.913σ 0.792σ 0.943σ 0.776σ 0.691σ
TestJump_test_lqcp_500 0.287σ 0.0191σ 0.224σ 0.241σ 0.232σ
TestJump_test_lqcp_quicksum_10 0.572σ 1.02σ 0.717σ 0.822σ 0.548σ
TestJump_test_lqcp_quicksum_500 0.435σ 0.247σ 0.195σ 0.116σ 0.235σ
TestJump_test_opf_662 0.275σ 0.068σ 0.204σ
TestJump_test_opf_6620 0.311σ 0.104σ 0.187σ
TestJump_test_opf_quicksum_662 0.91σ 0.148σ 0.0794σ
TestJump_test_opf_quicksum_6620 0.532σ 0.101σ 0.127σ
TestDevel_test_issue_691 0.524σ 0.2σ 0.273σ 0.272σ 0.261σ
TestModels_test_dcopf_case2383wp 0.434σ 0.217σ 0.0676σ 0.131σ 0.145σ
TestModels_test_uc_20140901_expected 0.165σ 0.0841σ 0.223σ 0.192σ 0.238σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.73σ 0.0372σ 0.0338σ
TestMisc_test_bilinear_100 0.433σ 0.0256σ -0.0442σ -0.0356σ -0.0932σ
TestMisc_test_bilinear_100000 0.171σ 0.0452σ 0.0234σ 0.0933σ 0.0468σ
TestMisc_test_bilinear_nlcontext_100 0.769σ 0.322σ -0.148σ 0.142σ 0.181σ
TestMisc_test_bilinear_nlcontext_100000 0.886σ 0.122σ 0.0237σ 0.134σ 0.0683σ
TestMisc_test_diag_quicksum_100 0.479σ -0.00501σ 0.247σ 0.0923σ 0.165σ
TestMisc_test_diag_quicksum_100000 0.466σ 0.239σ -0.0434σ 0.15σ 0.0244σ
TestMisc_test_diag_sum_100 0.245σ -0.0943σ -0.128σ -0.0552σ 0.324σ
TestMisc_test_diag_sum_100000 0.0201σ 0.0266σ -0.0901σ 0.226σ 0.0639σ
TestMisc_test_pmedian_quicksum_test4 -0.232σ 0.0354σ -0.0236σ -0.0215σ 0.0482σ
TestMisc_test_pmedian_quicksum_test8 0.361σ 0.0592σ -0.0164σ 0.139σ 0.152σ
TestMisc_test_pmedian_sum_test4 -0.347σ 0.0228σ 0.0994σ 0.0994σ 0.0878σ
TestMisc_test_pmedian_sum_test8 0.0739σ 0.194σ 0.157σ 0.229σ 0.133σ
TestMisc_test_pmedian_tuple_test4 -0.267σ -0.0966σ 0.0875σ -0.0144σ 0.00473σ
TestMisc_test_pmedian_tuple_test8 0.173σ 0.155σ -0.0313σ 0.109σ 0.0613σ
TestJump_test_clnlbean_5000 0.0558σ -0.0655σ 0.117σ
TestJump_test_clnlbean_50000 0.134σ 0.0635σ 0.0444σ
TestJump_test_facility_25 0.0217σ 0.0934σ -0.0275σ 0.27σ 0.149σ
TestJump_test_facility_5 -0.0486σ -0.0943σ -0.0684σ -0.0594σ 0.0404σ
TestJump_test_facility_quicksum_25 0.227σ 0.254σ -0.0194σ 0.087σ 0.201σ
TestJump_test_facility_quicksum_5 -0.00144σ -0.166σ -0.0221σ 0.158σ 0.0631σ
TestJump_test_lqcp_10 0.0556σ -0.276σ -0.21σ -0.178σ -0.0447σ
TestJump_test_lqcp_500 0.284σ 0.0741σ -0.0443σ -0.00723σ 0.0743σ
TestJump_test_lqcp_quicksum_10 0.0843σ -0.0927σ -0.373σ -0.395σ -0.083σ
TestJump_test_lqcp_quicksum_500 0.527σ 0.0509σ 0.0347σ 0.0234σ 0.0445σ
TestJump_test_opf_662 -0.117σ 0.0199σ -0.0331σ
TestJump_test_opf_6620 0.24σ 0.00654σ 0.0358σ
TestJump_test_opf_quicksum_662 -0.0487σ -0.00568σ 0.0102σ
TestJump_test_opf_quicksum_6620 0.224σ 0.16σ 0.0555σ
TestDevel_test_issue_691 0.641σ 0.41σ 0.0559σ 0.168σ 0.0138σ
TestModels_test_dcopf_case2383wp 0.174σ -0.182σ -0.0838σ -0.00266σ 0.0609σ
TestModels_test_uc_20140901_expected 0.0109σ -0.0498σ -0.13σ 0.11σ 0.0531σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.69σ 0.511σ 0.298σ
TestMisc_test_bilinear_100 0.93σ -0.157σ -0.0153σ -0.101σ -0.0129σ
TestMisc_test_bilinear_100000 0.26σ 0.00388σ 0.0325σ 0.264σ 0.215σ
TestMisc_test_bilinear_nlcontext_100 0.664σ -0.207σ -0.156σ 0.022σ -0.00955σ
TestMisc_test_bilinear_nlcontext_100000 0.0625σ 0.0447σ 0.0401σ 0.272σ 0.231σ
TestMisc_test_diag_quicksum_100 0.608σ 0.302σ 0.281σ 0.236σ 0.228σ
TestMisc_test_diag_quicksum_100000 0.46σ 0.202σ 0.0226σ 0.0914σ 0.108σ
TestMisc_test_diag_sum_100 0.418σ -0.126σ -0.14σ -0.0338σ -0.0436σ
TestMisc_test_diag_sum_100000 0.709σ 0.16σ -0.0151σ 0.0403σ 0.049σ
TestMisc_test_pmedian_quicksum_test4 -0.298σ 0.118σ -0.0175σ 0.00867σ 0.157σ
TestMisc_test_pmedian_quicksum_test8 0.377σ 0.607σ 0.164σ 0.0696σ 0.221σ
TestMisc_test_pmedian_sum_test4 -0.204σ 0.0473σ 0.0372σ -0.0572σ 0.0693σ
TestMisc_test_pmedian_sum_test8 0.318σ 0.434σ 0.255σ 0.0739σ 0.172σ
TestMisc_test_pmedian_tuple_test4 -0.242σ 0.143σ -0.0305σ -0.0771σ 0.105σ
TestMisc_test_pmedian_tuple_test8 0.229σ 0.501σ 0.0327σ 0.143σ 0.174σ
TestJump_test_clnlbean_5000 0.14σ 0.219σ 0.131σ
TestJump_test_clnlbean_50000 0.396σ 0.102σ 0.0769σ
TestJump_test_facility_25 0.219σ 0.222σ 0.244σ 0.382σ 0.121σ
TestJump_test_facility_5 0.22σ 0.02σ 0.177σ 0.128σ 0.0517σ
TestJump_test_facility_quicksum_25 0.369σ 0.139σ 0.0325σ 0.34σ 0.143σ
TestJump_test_facility_quicksum_5 0.218σ -0.00794σ -0.111σ 0.0654σ 0.0887σ
TestJump_test_lqcp_10 0.47σ -0.158σ -0.0395σ -0.104σ -0.159σ
TestJump_test_lqcp_500 0.106σ 0.056σ 0.0346σ 0.0296σ 0.0236σ
TestJump_test_lqcp_quicksum_10 0.429σ -0.229σ -0.232σ -0.221σ -0.135σ
TestJump_test_lqcp_quicksum_500 0.14σ -0.00567σ 0.0119σ 0.0614σ -0.0179σ
TestJump_test_opf_662 0.124σ 0.119σ 0.135σ
TestJump_test_opf_6620 -0.00586σ -0.000394σ 0.128σ
TestJump_test_opf_quicksum_662 0.0594σ 0.0184σ 0.286σ
TestJump_test_opf_quicksum_6620 0.0338σ 0.0342σ 0.245σ
TestDevel_test_issue_691 0.448σ 0.292σ 0.0816σ 0.0768σ 0.0843σ
TestModels_test_dcopf_case2383wp 0.29σ 0.0507σ 0.039σ 0.127σ 0.0786σ
TestModels_test_uc_20140901_expected 0.263σ 0.163σ 0.128σ 0.108σ 0.21σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.443σ 0.253σ 0.403σ
TestMisc_test_bilinear_100 1.33σ -0.0177σ -0.0133σ 0.0914σ -0.14σ
TestMisc_test_bilinear_100000 0.343σ 0.404σ 0.295σ 0.293σ 0.162σ
TestMisc_test_bilinear_nlcontext_100 0.809σ -0.131σ -0.11σ -0.161σ 0.0222σ
TestMisc_test_bilinear_nlcontext_100000 0.291σ 0.322σ 0.0944σ 0.303σ 0.164σ
TestMisc_test_diag_quicksum_100 0.801σ -0.0473σ -0.128σ -0.0874σ -0.165σ
TestMisc_test_diag_quicksum_100000 0.456σ -0.102σ -0.0812σ -0.0152σ -0.0346σ
TestMisc_test_diag_sum_100 0.713σ -0.119σ -0.395σ -0.581σ -0.322σ
TestMisc_test_diag_sum_100000 0.676σ -0.209σ -0.0951σ 0.0475σ -0.0838σ
TestMisc_test_pmedian_quicksum_test4 -0.264σ -0.0767σ 0.0231σ 0.243σ -0.0353σ
TestMisc_test_pmedian_quicksum_test8 0.2σ 0.262σ 0.167σ 0.348σ 0.0206σ
TestMisc_test_pmedian_sum_test4 -0.292σ -0.169σ -0.0782σ 0.143σ 0.0571σ
TestMisc_test_pmedian_sum_test8 0.546σ 0.214σ 0.234σ 0.159σ 0.0638σ
TestMisc_test_pmedian_tuple_test4 -0.362σ -0.208σ -0.127σ 0.135σ -0.044σ
TestMisc_test_pmedian_tuple_test8 0.098σ 0.0944σ 0.0724σ 0.172σ 0.0983σ
TestJump_test_clnlbean_5000 0.136σ 0.0992σ 0.378σ
TestJump_test_clnlbean_50000 0.261σ 0.0995σ 0.243σ
TestJump_test_facility_25 0.219σ 0.0742σ 0.0453σ 0.115σ 0.0421σ
TestJump_test_facility_5 0.159σ -0.0912σ -0.124σ 0.0917σ 0.0811σ
TestJump_test_facility_quicksum_25 0.473σ 0.0371σ 0.192σ 0.348σ 0.0438σ
TestJump_test_facility_quicksum_5 0.25σ -0.154σ 0.0681σ -0.0203σ 0.0387σ
TestJump_test_lqcp_10 0.396σ -0.562σ -0.333σ -0.299σ -0.275σ
TestJump_test_lqcp_500 0.34σ 0.166σ 0.0682σ 0.0559σ 0.0227σ
TestJump_test_lqcp_quicksum_10 0.348σ -0.0651σ -0.332σ -0.103σ 0.057σ
TestJump_test_lqcp_quicksum_500 0.583σ 0.177σ 0.132σ 0.154σ 0.171σ
TestJump_test_opf_662 0.459σ 0.372σ 0.248σ
TestJump_test_opf_6620 0.311σ 0.217σ 0.293σ
TestJump_test_opf_quicksum_662 0.181σ 0.254σ 0.156σ
TestJump_test_opf_quicksum_6620 0.576σ 0.184σ 0.282σ
TestDevel_test_issue_691 0.238σ 0.106σ 0.0922σ 0.0823σ 0.072σ
TestModels_test_dcopf_case2383wp 0.444σ -0.0164σ -0.0276σ 0.0716σ -0.00792σ
TestModels_test_uc_20140901_expected 0.0635σ 0.0493σ 0.216σ 0.276σ -0.0091σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.991σ 0.104σ 0.126σ
TestMisc_test_bilinear_100 0.306σ -0.139σ -0.316σ -0.00364σ -0.18σ
TestMisc_test_bilinear_100000 0.0182σ 0.0176σ -0.0374σ 0.0675σ 0.266σ
TestMisc_test_bilinear_nlcontext_100 0.194σ 0.00255σ -0.436σ -0.401σ -0.238σ
TestMisc_test_bilinear_nlcontext_100000 0.235σ 0.0729σ -0.0381σ 0.0784σ 0.252σ
TestMisc_test_diag_quicksum_100 0.762σ -0.279σ -0.512σ -0.385σ -0.392σ
TestMisc_test_diag_quicksum_100000 0.376σ -0.126σ -0.0772σ -0.0188σ 0.262σ
TestMisc_test_diag_sum_100 0.446σ -0.439σ -0.339σ -0.455σ -0.146σ
TestMisc_test_diag_sum_100000 0.0774σ -0.189σ -0.213σ -0.033σ 0.335σ
TestMisc_test_pmedian_quicksum_test4 -0.29σ -0.141σ -0.101σ -0.0204σ 0.0231σ
TestMisc_test_pmedian_quicksum_test8 0.192σ 0.0519σ -0.0308σ -0.0366σ 0.202σ
TestMisc_test_pmedian_sum_test4 -0.304σ -0.137σ -0.0321σ -0.00687σ 0.209σ
TestMisc_test_pmedian_sum_test8 0.0764σ 0.13σ -0.0335σ -0.0233σ 0.199σ
TestMisc_test_pmedian_tuple_test4 -0.284σ -0.168σ -0.0963σ 0.0588σ 0.172σ
TestMisc_test_pmedian_tuple_test8 0.0162σ -0.134σ 0.0836σ 0.0285σ 0.229σ
TestJump_test_clnlbean_5000 0.304σ 0.156σ 0.33σ
TestJump_test_clnlbean_50000 0.355σ 0.271σ 0.288σ
TestJump_test_facility_25 0.158σ 0.258σ 0.21σ 0.0949σ 0.322σ
TestJump_test_facility_5 0.139σ 0.0143σ 0.248σ 0.0386σ 0.28σ
TestJump_test_facility_quicksum_25 0.371σ 0.199σ 0.202σ 0.0583σ 0.266σ
TestJump_test_facility_quicksum_5 0.263σ -0.0671σ 0.0857σ -0.00726σ 0.038σ
TestJump_test_lqcp_10 0.359σ -0.547σ -0.259σ -0.316σ -0.0388σ
TestJump_test_lqcp_500 0.142σ 0.0995σ 0.06σ 0.132σ 0.309σ
TestJump_test_lqcp_quicksum_10 0.364σ 0.162σ -0.226σ -0.296σ -0.0463σ
TestJump_test_lqcp_quicksum_500 0.439σ 0.0218σ 0.0714σ 0.102σ 0.28σ
TestJump_test_opf_662 0.183σ 0.534σ 0.215σ
TestJump_test_opf_6620 0.197σ 0.205σ 0.249σ
TestJump_test_opf_quicksum_662 0.21σ 0.175σ 0.267σ
TestJump_test_opf_quicksum_6620 0.251σ 0.113σ 0.264σ
TestDevel_test_issue_691 0.0103σ 0.136σ 0.152σ 0.168σ 0.236σ
TestModels_test_dcopf_case2383wp 0.4σ 0.00282σ 0.193σ 0.101σ 0.522σ
TestModels_test_uc_20140901_expected 0.162σ 0.131σ 0.206σ 0.0628σ 0.339σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.387σ 1.38σ 0.0427σ
TestMisc_test_bilinear_100 1.43σ 1.79σ 1.5σ 1.53σ 1.61σ
TestMisc_test_bilinear_100000 0.312σ 1.35σ 0.107σ 1.91σ 1.22σ
TestMisc_test_bilinear_nlcontext_100 0.675σ 1.34σ 1.4σ 1.51σ 1.5σ
TestMisc_test_bilinear_nlcontext_100000 0.898σ 1.3σ 0.547σ 1.51σ 0.83σ
TestMisc_test_diag_quicksum_100 1.08σ 1.31σ 1.46σ 1.64σ 1.28σ
TestMisc_test_diag_quicksum_100000 0.879σ -0.0343σ 0.257σ 0.333σ 0.197σ
TestMisc_test_diag_sum_100 0.866σ 1.27σ 0.966σ 1.36σ 1.32σ
TestMisc_test_diag_sum_100000 1.1σ 0.13σ 0.279σ 0.329σ 0.875σ
TestMisc_test_pmedian_quicksum_test4 0.244σ 0.268σ 0.584σ 0.481σ 0.301σ
TestMisc_test_pmedian_quicksum_test8 0.83σ 0.704σ 0.804σ 1.09σ 0.849σ
TestMisc_test_pmedian_sum_test4 1.25σ 1.23σ 0.951σ 1.12σ 0.726σ
TestMisc_test_pmedian_sum_test8 0.888σ 0.553σ 0.238σ 0.464σ 1.02σ
TestMisc_test_pmedian_tuple_test4 1.14σ 1.02σ 1.21σ 1.61σ 0.991σ
TestMisc_test_pmedian_tuple_test8 1.18σ 1.52σ 0.816σ 0.716σ 0.604σ
TestJump_test_clnlbean_5000 0.459σ 1.12σ 1.36σ
TestJump_test_clnlbean_50000 0.297σ 0.785σ 1.49σ
TestJump_test_facility_25 0.689σ 0.613σ 0.166σ 0.964σ 0.454σ
TestJump_test_facility_5 1.03σ 1.21σ 1.28σ 1.41σ 1.74σ
TestJump_test_facility_quicksum_25 0.52σ 0.433σ 0.207σ 0.792σ 1.2σ
TestJump_test_facility_quicksum_5 1.18σ 1.35σ 1.14σ 1.31σ 1.67σ
TestJump_test_lqcp_10 1.08σ 1.54σ 1.58σ 1.39σ 1.33σ
TestJump_test_lqcp_500 1.05σ 1.64σ 1.22σ 1.07σ 1.56σ
TestJump_test_lqcp_quicksum_10 0.83σ 0.881σ 1.15σ 1.33σ 1.31σ
TestJump_test_lqcp_quicksum_500 1.67σ 1.54σ 0.697σ 1.52σ 1.47σ
TestJump_test_opf_662 1.16σ 1.19σ 1.82σ
TestJump_test_opf_6620 0.986σ 1.05σ 0.803σ
TestJump_test_opf_quicksum_662 0.684σ 1.93σ 1.26σ
TestJump_test_opf_quicksum_6620 1.28σ 2.08σ 1.63σ
TestDevel_test_issue_691 1.55σ 1.9σ 1.93σ 0.639σ 2.3σ
TestModels_test_dcopf_case2383wp 1.35σ 0.959σ 0.726σ 1.72σ 1.31σ
TestModels_test_uc_20140901_expected 1.68σ 1.57σ 0.916σ 0.422σ 1.57σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic -0.223σ 0.355σ 0.345σ
TestMisc_test_bilinear_100 1.18σ -0.407σ 0.0414σ -0.11σ 0.0377σ
TestMisc_test_bilinear_100000 0.189σ 0.134σ 0.0904σ 0.238σ 0.093σ
TestMisc_test_bilinear_nlcontext_100 0.0835σ -0.19σ 0.2σ -0.0918σ -0.256σ
TestMisc_test_bilinear_nlcontext_100000 0.172σ 0.184σ 0.0393σ 0.256σ 0.117σ
TestMisc_test_diag_quicksum_100 0.977σ 0.196σ -0.0415σ 0.0169σ -0.182σ
TestMisc_test_diag_quicksum_100000 0.0629σ 0.0165σ -0.13σ 0.172σ 0.0702σ
TestMisc_test_diag_sum_100 1.15σ -0.459σ -0.185σ -0.0515σ 0.106σ
TestMisc_test_diag_sum_100000 0.0733σ 0.134σ 0.00756σ 0.217σ 0.0958σ
TestMisc_test_pmedian_quicksum_test4 -0.136σ -0.0321σ -0.0434σ 0.0367σ 0.00171σ
TestMisc_test_pmedian_quicksum_test8 0.0731σ -0.0158σ 0.0709σ 0.098σ 0.167σ
TestMisc_test_pmedian_sum_test4 -0.337σ -0.00797σ -0.0416σ 0.0436σ 0.167σ
TestMisc_test_pmedian_sum_test8 0.0612σ 0.0272σ 0.043σ 0.102σ 0.174σ
TestMisc_test_pmedian_tuple_test4 -0.194σ -0.0526σ -0.0279σ 0.0818σ 0.181σ
TestMisc_test_pmedian_tuple_test8 0.00915σ -0.0358σ 0.0484σ 0.233σ 0.147σ
TestJump_test_clnlbean_5000 0.146σ 0.192σ 0.0504σ
TestJump_test_clnlbean_50000 0.31σ 0.129σ 0.0382σ
TestJump_test_facility_25 0.311σ 0.255σ 0.118σ 0.0774σ 0.159σ
TestJump_test_facility_5 0.389σ 0.0137σ 0.224σ 0.0925σ 0.195σ
TestJump_test_facility_quicksum_25 0.567σ 0.193σ 0.0282σ 0.0958σ 0.0741σ
TestJump_test_facility_quicksum_5 0.12σ 0.0329σ -0.114σ 0.0341σ 0.119σ
TestJump_test_lqcp_10 0.946σ -0.00121σ -0.221σ -0.191σ -0.213σ
TestJump_test_lqcp_500 0.258σ 0.153σ 0.0344σ 0.131σ 0.0375σ
TestJump_test_lqcp_quicksum_10 0.582σ -0.0874σ -0.298σ -0.24σ -0.0435σ
TestJump_test_lqcp_quicksum_500 0.304σ 0.179σ 0.0669σ 0.182σ 0.031σ
TestJump_test_opf_662 -0.0332σ 0.0306σ 0.189σ
TestJump_test_opf_6620 0.528σ 0.0903σ 0.204σ
TestJump_test_opf_quicksum_662 0.0609σ 0.111σ 0.142σ
TestJump_test_opf_quicksum_6620 0.0519σ 0.0722σ 0.12σ
TestDevel_test_issue_691 0.617σ 0.393σ 0.376σ 0.536σ 0.404σ
TestModels_test_dcopf_case2383wp 0.448σ 0.104σ 0.163σ 0.0953σ 0.023σ
TestModels_test_uc_20140901_expected 0.319σ 0.0806σ 0.0524σ 0.0677σ 0.0467σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic -0.105σ 0.0678σ 0.0869σ
TestMisc_test_bilinear_100 0.131σ -0.212σ -0.17σ -0.232σ -0.089σ
TestMisc_test_bilinear_100000 0.175σ 0.166σ 0.0297σ 0.179σ 0.167σ
TestMisc_test_bilinear_nlcontext_100 0.657σ -0.0653σ -0.219σ -0.248σ 0.11σ
TestMisc_test_bilinear_nlcontext_100000 0.33σ 0.136σ 0.0641σ 0.203σ 0.174σ
TestMisc_test_diag_quicksum_100 0.598σ 0.158σ -0.19σ -0.245σ -0.391σ
TestMisc_test_diag_quicksum_100000 0.732σ 0.421σ 0.107σ 0.231σ 0.104σ
TestMisc_test_diag_sum_100 0.19σ 0.164σ -0.0141σ 0.0573σ 0.084σ
TestMisc_test_diag_sum_100000 0.0918σ 0.125σ 0.0694σ 0.303σ 0.107σ
TestMisc_test_pmedian_quicksum_test4 -0.122σ 0.0491σ 0.0302σ -0.028σ 0.0443σ
TestMisc_test_pmedian_quicksum_test8 0.0644σ 0.15σ 0.328σ 0.0201σ 0.246σ
TestMisc_test_pmedian_sum_test4 -0.241σ 0.45σ 0.0412σ 1.1σ 0.229σ
TestMisc_test_pmedian_sum_test8 0.0746σ 0.225σ 0.0612σ -0.00945σ 0.185σ
TestMisc_test_pmedian_tuple_test4 -0.296σ 0.0401σ -0.0067σ -0.0143σ 0.154σ
TestMisc_test_pmedian_tuple_test8 0.0974σ 0.254σ 0.181σ 0.00624σ 0.228σ
TestJump_test_clnlbean_5000 0.215σ 0.0753σ 0.167σ
TestJump_test_clnlbean_50000 0.182σ 0.0952σ 0.125σ
TestJump_test_facility_25 0.155σ 0.222σ 0.0598σ 0.274σ 0.144σ
TestJump_test_facility_5 0.148σ -0.0967σ 0.0475σ 0.0814σ 0.0187σ
TestJump_test_facility_quicksum_25 0.136σ 0.113σ 0.419σ 0.124σ 0.141σ
TestJump_test_facility_quicksum_5 0.309σ -0.104σ -0.0388σ 0.0456σ 0.0462σ
TestJump_test_lqcp_10 0.349σ -0.369σ -0.249σ -0.263σ -0.14σ
TestJump_test_lqcp_500 -0.0055σ -0.0211σ 0.033σ 0.0559σ 0.1σ
TestJump_test_lqcp_quicksum_10 0.133σ -0.138σ -0.157σ -0.282σ -0.18σ
TestJump_test_lqcp_quicksum_500 0.306σ 0.0281σ 0.0868σ 0.0281σ 0.0359σ
TestJump_test_opf_662 0.285σ 0.206σ 0.0262σ
TestJump_test_opf_6620 0.327σ -0.00285σ 0.0605σ
TestJump_test_opf_quicksum_662 0.62σ 0.0339σ 0.093σ
TestJump_test_opf_quicksum_6620 0.0904σ 0.0485σ 0.079σ
TestDevel_test_issue_691 0.263σ 0.0652σ 0.0383σ 0.0793σ 0.0663σ
TestModels_test_dcopf_case2383wp 0.371σ 0.00974σ 0.0511σ 0.113σ 0.117σ
TestModels_test_uc_20140901_expected 0.305σ 0.187σ 0.181σ 0.124σ 0.273σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic -0.493σ 0.479σ 0.275σ
TestMisc_test_bilinear_100 0.458σ -0.552σ -0.398σ -0.408σ -0.682σ
TestMisc_test_bilinear_100000 0.71σ 0.302σ 0.258σ 0.337σ 0.327σ
TestMisc_test_bilinear_nlcontext_100 0.968σ -0.259σ -0.557σ -0.552σ -0.417σ
TestMisc_test_bilinear_nlcontext_100000 0.112σ 0.203σ 0.193σ 0.183σ 0.338σ
TestMisc_test_diag_quicksum_100 0.398σ -0.565σ -0.423σ -0.52σ -0.382σ
TestMisc_test_diag_quicksum_100000 0.172σ -0.175σ -0.199σ 0.3σ 0.252σ
TestMisc_test_diag_sum_100 0.0543σ -0.184σ -0.269σ -0.474σ -0.166σ
TestMisc_test_diag_sum_100000 0.444σ 0.0834σ -0.0719σ 0.323σ 0.176σ
TestMisc_test_pmedian_quicksum_test4 -0.405σ -0.27σ -0.188σ 0.279σ 0.207σ
TestMisc_test_pmedian_quicksum_test8 0.0802σ 0.221σ -0.0417σ 0.161σ 0.282σ
TestMisc_test_pmedian_sum_test4 -0.314σ 0.151σ -0.0356σ 0.28σ 0.404σ
TestMisc_test_pmedian_sum_test8 0.163σ 0.142σ 0.182σ 0.113σ 0.482σ
TestMisc_test_pmedian_tuple_test4 -0.322σ -0.159σ -0.177σ 0.298σ 0.189σ
TestMisc_test_pmedian_tuple_test8 0.471σ 0.0451σ -0.157σ 0.103σ 0.309σ
TestJump_test_clnlbean_5000 0.353σ 0.0101σ 0.275σ
TestJump_test_clnlbean_50000 0.525σ 0.109σ 0.242σ
TestJump_test_facility_25 0.203σ -0.0198σ -0.108σ 0.188σ 0.00904σ
TestJump_test_facility_5 0.154σ -0.244σ -0.222σ 0.0574σ -0.0892σ
TestJump_test_facility_quicksum_25 0.356σ -0.115σ -0.037σ 0.0847σ -0.011σ
TestJump_test_facility_quicksum_5 0.246σ -0.231σ -0.0751σ 0.224σ -0.00276σ
TestJump_test_lqcp_10 0.281σ -0.391σ -0.0137σ -0.139σ -0.133σ
TestJump_test_lqcp_500 0.194σ 0.0198σ 0.106σ 0.085σ 0.0766σ
TestJump_test_lqcp_quicksum_10 0.124σ -0.118σ -0.336σ -0.155σ -0.232σ
TestJump_test_lqcp_quicksum_500 0.135σ 0.0327σ -0.00772σ 0.111σ -0.00582σ
TestJump_test_opf_662 0.196σ 0.0274σ 0.306σ
TestJump_test_opf_6620 0.142σ 0.000579σ 0.23σ
TestJump_test_opf_quicksum_662 0.272σ 0.0261σ 0.272σ
TestJump_test_opf_quicksum_6620 0.21σ 0.178σ 0.208σ
TestDevel_test_issue_691 0.866σ 0.186σ 0.314σ 0.252σ 0.399σ
TestModels_test_dcopf_case2383wp 0.429σ -0.0985σ -0.107σ 0.0839σ 0.0944σ
TestModels_test_uc_20140901_expected 0.0531σ 0.083σ -0.0589σ 0.0845σ 0.158σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.607σ 0.684σ 0.161σ
TestMisc_test_bilinear_100 0.0377σ -0.289σ -1.21σ -0.951σ -0.392σ
TestMisc_test_bilinear_100000 0.638σ 4.08e-05σ -0.38σ 0.286σ 0.213σ
TestMisc_test_bilinear_nlcontext_100 0.613σ -0.493σ -0.912σ -0.764σ -0.211σ
TestMisc_test_bilinear_nlcontext_100000 0.0182σ -0.093σ -0.25σ 0.357σ 0.338σ
TestMisc_test_diag_quicksum_100 1.03σ -0.495σ -0.325σ -0.607σ -0.13σ
TestMisc_test_diag_quicksum_100000 0.0664σ -0.392σ -0.285σ 0.00781σ 0.0694σ
TestMisc_test_diag_sum_100 0.358σ -0.497σ -0.68σ -0.481σ -0.362σ
TestMisc_test_diag_sum_100000 0.0633σ -0.466σ -0.422σ -0.0148σ 0.13σ
TestMisc_test_pmedian_quicksum_test4 -0.315σ -0.607σ -0.342σ 0.127σ -0.00853σ
TestMisc_test_pmedian_quicksum_test8 0.0772σ -0.396σ -0.347σ 0.0931σ 0.0583σ
TestMisc_test_pmedian_sum_test4 -0.355σ -0.296σ -0.311σ 0.00915σ 0.0444σ
TestMisc_test_pmedian_sum_test8 0.171σ -0.119σ -0.113σ 0.0219σ 0.169σ
TestMisc_test_pmedian_tuple_test4 -0.283σ -0.294σ -0.356σ 0.135σ -0.0154σ
TestMisc_test_pmedian_tuple_test8 0.0445σ -0.0825σ -0.18σ -0.0175σ 0.141σ
TestJump_test_clnlbean_5000 0.0766σ -0.0669σ 0.201σ
TestJump_test_clnlbean_50000 0.114σ 0.101σ 0.198σ
TestJump_test_facility_25 0.196σ -0.0144σ 0.111σ 0.0566σ 0.208σ
TestJump_test_facility_5 -0.0119σ -0.231σ -0.12σ -0.0767σ 0.107σ
TestJump_test_facility_quicksum_25 0.157σ -0.0346σ 0.169σ 0.0846σ 0.25σ
TestJump_test_facility_quicksum_5 0.139σ -0.208σ 0.136σ -0.0915σ 0.0285σ
TestJump_test_lqcp_10 0.238σ 0.227σ -0.184σ -0.21σ 0.0672σ
TestJump_test_lqcp_500 0.519σ 0.195σ 0.1σ 0.246σ 0.169σ
TestJump_test_lqcp_quicksum_10 0.508σ -0.132σ -0.249σ -0.0748σ -0.317σ
TestJump_test_lqcp_quicksum_500 0.374σ 0.0878σ 0.0338σ 0.163σ 0.188σ
TestJump_test_opf_662 -0.000168σ 0.0768σ 0.414σ
TestJump_test_opf_6620 0.121σ 0.174σ 0.205σ
TestJump_test_opf_quicksum_662 0.415σ 0.076σ 0.208σ
TestJump_test_opf_quicksum_6620 0.643σ 0.00809σ 0.149σ
TestDevel_test_issue_691 0.26σ 0.204σ 0.114σ 0.105σ 0.191σ
TestModels_test_dcopf_case2383wp 0.311σ 0.0337σ -0.0156σ 0.172σ 0.261σ
TestModels_test_uc_20140901_expected 0.101σ -0.131σ -0.0321σ 0.0135σ 0.107σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 1.55σ 1.19σ 1.06σ
TestMisc_test_bilinear_100 0.311σ 1.56σ 1.54σ 1.42σ 1.47σ
TestMisc_test_bilinear_100000 1.6σ 1.48σ 1.55σ 1.51σ 1.31σ
TestMisc_test_bilinear_nlcontext_100 1.19σ 0.542σ 0.937σ 0.673σ 1.54σ
TestMisc_test_bilinear_nlcontext_100000 1.99σ 1.15σ 1.4σ 1.77σ 1.69σ
TestMisc_test_diag_quicksum_100 1.19σ 1.01σ 0.887σ 0.133σ 0.687σ
TestMisc_test_diag_quicksum_100000 1.25σ 1.3σ 1.48σ 1.19σ 1.45σ
TestMisc_test_diag_sum_100 1.14σ 0.91σ 1.25σ 1.65σ 1.52σ
TestMisc_test_diag_sum_100000 1.31σ 1.33σ 1.58σ 1.51σ 1.5σ
TestMisc_test_pmedian_quicksum_test4 1.42σ 1.31σ 0.785σ 1.35σ 1.32σ
TestMisc_test_pmedian_quicksum_test8 1.64σ 1.34σ 1.04σ 1.37σ 1.31σ
TestMisc_test_pmedian_sum_test4 2.0σ 1.54σ 1.43σ 1.13σ 1.7σ
TestMisc_test_pmedian_sum_test8 1.83σ 1.14σ 0.791σ 1.27σ 1.95σ
TestMisc_test_pmedian_tuple_test4 1.82σ 1.47σ 1.36σ 1.26σ 1.88σ
TestMisc_test_pmedian_tuple_test8 1.66σ 1.01σ 0.857σ 0.764σ 1.9σ
TestJump_test_clnlbean_5000 1.26σ 0.559σ 0.627σ
TestJump_test_clnlbean_50000 1.03σ 0.541σ 0.166σ
TestJump_test_facility_25 1.2σ 0.563σ 0.991σ 1.33σ 0.74σ
TestJump_test_facility_5 1.83σ 0.926σ 1.51σ 0.948σ 0.711σ
TestJump_test_facility_quicksum_25 1.74σ 1.02σ 0.383σ 1.42σ 0.873σ
TestJump_test_facility_quicksum_5 0.56σ 2.04σ 1.49σ 1.14σ 1.09σ
TestJump_test_lqcp_10 1.44σ 1.74σ 0.795σ 1.62σ 1.11σ
TestJump_test_lqcp_500 0.771σ 1.15σ 0.975σ 1.58σ 1.26σ
TestJump_test_lqcp_quicksum_10 1.51σ 0.935σ 0.642σ 1.3σ 1.61σ
TestJump_test_lqcp_quicksum_500 1.23σ 1.15σ 0.94σ 1.63σ 1.01σ
TestJump_test_opf_662 0.802σ 1.0σ 1.57σ
TestJump_test_opf_6620 0.918σ 0.756σ 1.3σ
TestJump_test_opf_quicksum_662 1.33σ 0.885σ 1.2σ
TestJump_test_opf_quicksum_6620 0.959σ 0.795σ 1.82σ
TestDevel_test_issue_691 0.88σ 1.2σ 1.57σ 0.411σ 1.05σ
TestModels_test_dcopf_case2383wp 0.619σ 1.3σ 0.659σ 1.23σ 1.3σ
TestModels_test_uc_20140901_expected 1.5σ 0.848σ 0.836σ 1.84σ 1.06σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.985σ 0.395σ 1.11σ
TestMisc_test_bilinear_100 0.618σ 1.42σ 1.28σ 1.68σ 1.44σ
TestMisc_test_bilinear_100000 0.373σ 0.314σ 0.627σ 0.331σ 0.333σ
TestMisc_test_bilinear_nlcontext_100 1.62σ 1.04σ 1.12σ 1.13σ 1.23σ
TestMisc_test_bilinear_nlcontext_100000 0.415σ 0.274σ 0.157σ 0.323σ 0.826σ
TestMisc_test_diag_quicksum_100 1.81σ 1.74σ 1.18σ 2.1σ 1.97σ
TestMisc_test_diag_quicksum_100000 0.547σ 0.412σ 0.279σ 0.672σ 0.556σ
TestMisc_test_diag_sum_100 1.04σ 1.82σ 1.22σ 1.75σ 1.2σ
TestMisc_test_diag_sum_100000 0.141σ 0.493σ 0.274σ 0.18σ 0.329σ
TestMisc_test_pmedian_quicksum_test4 0.592σ 1.09σ 0.717σ 0.312σ 0.409σ
TestMisc_test_pmedian_quicksum_test8 0.22σ 0.204σ 0.388σ 0.257σ 0.257σ
TestMisc_test_pmedian_sum_test4 0.863σ 1.19σ 0.615σ 0.81σ 0.6σ
TestMisc_test_pmedian_sum_test8 0.367σ 0.134σ 0.467σ 0.354σ 0.179σ
TestMisc_test_pmedian_tuple_test4 1.4σ 0.745σ 0.036σ 1.06σ 0.0463σ
TestMisc_test_pmedian_tuple_test8 0.351σ 0.293σ 0.435σ 0.312σ 0.379σ
TestJump_test_clnlbean_5000 0.802σ 1.79σ 0.693σ
TestJump_test_clnlbean_50000 0.206σ 1.41σ 0.775σ
TestJump_test_facility_25 0.375σ 1.6σ 0.956σ 0.974σ 0.387σ
TestJump_test_facility_5 0.25σ 1.12σ 1.01σ 0.588σ 1.2σ
TestJump_test_facility_quicksum_25 0.334σ 1.48σ 0.373σ 0.146σ 0.848σ
TestJump_test_facility_quicksum_5 0.492σ 0.959σ 1.36σ 0.445σ 0.818σ
TestJump_test_lqcp_10 0.847σ 0.969σ 1.53σ 1.2σ 1.25σ
TestJump_test_lqcp_500 1.09σ 0.892σ 0.892σ 0.287σ 0.74σ
TestJump_test_lqcp_quicksum_10 0.124σ 1.23σ 1.36σ 1.43σ 0.673σ
TestJump_test_lqcp_quicksum_500 0.476σ 0.735σ 0.525σ 0.391σ 0.692σ
TestJump_test_opf_662 0.272σ 0.737σ 0.834σ
TestJump_test_opf_6620 0.696σ 0.82σ 0.499σ
TestJump_test_opf_quicksum_662 0.393σ 0.756σ 1.05σ
TestJump_test_opf_quicksum_6620 1.41σ 0.44σ 0.604σ
TestDevel_test_issue_691 0.413σ 0.184σ 0.0996σ 1.02σ 1.05σ
TestModels_test_dcopf_case2383wp 1.28σ 1.63σ 1.33σ 1.48σ 0.78σ
TestModels_test_uc_20140901_expected 1.33σ 1.22σ 1.45σ 1.2σ 1.3σ