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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: Nov-13-2025 13:45

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 1.16σ 0.824σ 1.2σ
TestMisc_test_bilinear_100 0.742σ 1.16σ 0.912σ 0.998σ 1.09σ
TestMisc_test_bilinear_100000 1.2σ 1.08σ 0.873σ 1.13σ 0.796σ
TestMisc_test_bilinear_nlcontext_100 1.15σ 1.11σ 0.758σ 1.17σ 1.04σ
TestMisc_test_bilinear_nlcontext_100000 0.913σ 0.54σ 0.502σ 0.849σ 0.466σ
TestMisc_test_diag_quicksum_100 0.815σ 0.697σ 0.755σ 1.04σ 0.688σ
TestMisc_test_diag_quicksum_100000 0.714σ 0.5σ 0.698σ 1.2σ 1.08σ
TestMisc_test_diag_sum_100 0.732σ 1.03σ 0.952σ 0.926σ 0.979σ
TestMisc_test_diag_sum_100000 0.577σ 0.561σ 0.568σ 0.973σ 1.19σ
TestMisc_test_pmedian_quicksum_test4 0.771σ 0.784σ 0.935σ 0.819σ 0.67σ
TestMisc_test_pmedian_quicksum_test8 0.745σ 0.765σ 0.671σ 0.662σ 0.722σ
TestMisc_test_pmedian_sum_test4 1.17σ 0.906σ 0.647σ 0.986σ 0.703σ
TestMisc_test_pmedian_sum_test8 0.712σ 1.04σ 0.819σ 0.86σ 0.791σ
TestMisc_test_pmedian_tuple_test4 0.706σ 0.471σ 0.918σ 1.07σ 0.645σ
TestMisc_test_pmedian_tuple_test8 0.803σ 0.593σ 1.1σ 0.575σ 0.57σ
TestJump_test_clnlbean_5000 0.737σ 1.12σ 0.75σ
TestJump_test_clnlbean_50000 1.14σ 0.755σ 0.688σ
TestJump_test_facility_25 0.53σ 0.613σ 0.534σ 0.538σ 0.696σ
TestJump_test_facility_5 0.618σ 0.745σ 0.787σ 1.02σ 0.961σ
TestJump_test_facility_quicksum_25 1.18σ 0.572σ 0.645σ 0.628σ 0.565σ
TestJump_test_facility_quicksum_5 0.597σ 0.765σ 1.18σ 1.12σ 0.808σ
TestJump_test_lqcp_10 1.12σ 1.13σ 0.929σ 1.04σ 1.18σ
TestJump_test_lqcp_500 0.431σ 0.41σ 0.657σ 0.859σ 1.16σ
TestJump_test_lqcp_quicksum_10 0.751σ 1.14σ 1.18σ 0.695σ 0.72σ
TestJump_test_lqcp_quicksum_500 0.679σ 1.11σ 0.973σ 0.783σ 1.17σ
TestJump_test_opf_662 0.722σ 0.718σ 1.13σ
TestJump_test_opf_6620 0.659σ 1.06σ 0.756σ
TestJump_test_opf_quicksum_662 0.802σ 0.982σ 0.975σ
TestJump_test_opf_quicksum_6620 0.66σ 0.671σ 1.16σ
TestDevel_test_issue_691 0.481σ 0.403σ 0.649σ 0.705σ 0.727σ
TestModels_test_dcopf_case2383wp 0.684σ 0.5σ 0.676σ 0.495σ 0.514σ
TestModels_test_uc_20140901_expected 0.818σ 0.765σ 0.798σ 0.709σ 0.651σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.159σ 0.0959σ 0.0758σ
TestMisc_test_bilinear_100 0.0666σ 0.375σ 0.268σ 0.284σ 0.357σ
TestMisc_test_bilinear_100000 0.246σ 0.0897σ 0.0321σ 0.00445σ 0.285σ
TestMisc_test_bilinear_nlcontext_100 0.416σ 0.137σ 0.308σ 0.482σ 0.539σ
TestMisc_test_bilinear_nlcontext_100000 0.495σ 0.124σ 0.131σ 0.0214σ 0.00736σ
TestMisc_test_diag_quicksum_100 0.517σ 0.295σ 0.574σ 0.518σ 0.474σ
TestMisc_test_diag_quicksum_100000 0.105σ 0.0705σ -0.0121σ 0.137σ 0.094σ
TestMisc_test_diag_sum_100 0.386σ 0.313σ 0.388σ 0.252σ 0.275σ
TestMisc_test_diag_sum_100000 0.179σ 0.269σ 0.123σ 0.167σ 0.162σ
TestMisc_test_pmedian_quicksum_test4 0.365σ 0.119σ 0.0767σ 0.154σ 0.0849σ
TestMisc_test_pmedian_quicksum_test8 0.281σ 0.0333σ 0.0693σ 0.203σ 0.141σ
TestMisc_test_pmedian_sum_test4 0.133σ 0.00546σ -0.0307σ 0.124σ -0.0327σ
TestMisc_test_pmedian_sum_test8 0.142σ 0.0633σ 0.117σ 0.102σ -0.00985σ
TestMisc_test_pmedian_tuple_test4 0.0783σ 0.0421σ 0.0551σ 0.214σ 0.082σ
TestMisc_test_pmedian_tuple_test8 0.413σ 0.113σ 0.0461σ 0.206σ 0.07σ
TestJump_test_clnlbean_5000 0.297σ 0.0702σ -0.0683σ
TestJump_test_clnlbean_50000 0.313σ 0.0972σ 0.0784σ
TestJump_test_facility_25 0.0849σ 0.064σ 0.199σ 0.367σ -0.102σ
TestJump_test_facility_5 0.0175σ 0.0463σ 0.163σ 0.165σ 0.101σ
TestJump_test_facility_quicksum_25 0.381σ 0.291σ 0.06σ 0.264σ -0.00825σ
TestJump_test_facility_quicksum_5 0.0393σ 0.166σ 0.273σ 0.123σ 0.0205σ
TestJump_test_lqcp_10 0.242σ 0.366σ 0.103σ 0.174σ 0.282σ
TestJump_test_lqcp_500 0.494σ 0.222σ 0.0663σ 0.0577σ 0.0352σ
TestJump_test_lqcp_quicksum_10 0.253σ 0.567σ 0.662σ 0.431σ 0.347σ
TestJump_test_lqcp_quicksum_500 0.745σ 0.174σ 0.092σ 0.141σ 0.0857σ
TestJump_test_opf_662 0.125σ 0.0704σ 0.0444σ
TestJump_test_opf_6620 0.387σ 0.0745σ 0.0989σ
TestJump_test_opf_quicksum_662 0.102σ 0.0257σ 0.0251σ
TestJump_test_opf_quicksum_6620 0.404σ 0.143σ -0.00378σ
TestDevel_test_issue_691 0.73σ 0.139σ 0.12σ 0.422σ 0.23σ
TestModels_test_dcopf_case2383wp 0.224σ 0.362σ 0.103σ -0.0239σ 0.18σ
TestModels_test_uc_20140901_expected 0.391σ 0.115σ 0.172σ 0.0251σ 0.0155σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.112σ 0.381σ 0.336σ
TestMisc_test_bilinear_100 0.263σ 0.282σ 0.427σ 0.765σ 0.548σ
TestMisc_test_bilinear_100000 0.73σ 0.148σ 0.0614σ 0.311σ 0.234σ
TestMisc_test_bilinear_nlcontext_100 0.168σ 0.355σ 0.146σ 0.264σ 0.186σ
TestMisc_test_bilinear_nlcontext_100000 0.197σ 0.141σ 0.129σ 0.269σ 0.0867σ
TestMisc_test_diag_quicksum_100 0.298σ 0.433σ 0.232σ 0.63σ 0.261σ
TestMisc_test_diag_quicksum_100000 0.576σ 0.237σ 0.119σ 0.187σ 0.209σ
TestMisc_test_diag_sum_100 0.553σ 0.688σ 0.383σ 0.651σ 0.554σ
TestMisc_test_diag_sum_100000 0.191σ 0.18σ 0.305σ 0.122σ 0.188σ
TestMisc_test_pmedian_quicksum_test4 0.132σ 0.385σ 0.264σ 0.195σ 0.381σ
TestMisc_test_pmedian_quicksum_test8 0.151σ 0.458σ 0.376σ 0.167σ 0.427σ
TestMisc_test_pmedian_sum_test4 0.192σ 0.215σ 0.296σ 0.0956σ 0.223σ
TestMisc_test_pmedian_sum_test8 0.183σ 0.581σ 0.245σ 0.0622σ 0.491σ
TestMisc_test_pmedian_tuple_test4 0.264σ 0.457σ 0.41σ 0.285σ 0.358σ
TestMisc_test_pmedian_tuple_test8 0.173σ 0.545σ 0.374σ 0.19σ 0.349σ
TestJump_test_clnlbean_5000 0.156σ 0.167σ 0.116σ
TestJump_test_clnlbean_50000 0.292σ 0.122σ 0.169σ
TestJump_test_facility_25 0.41σ 0.189σ 0.229σ 0.263σ 0.222σ
TestJump_test_facility_5 0.27σ 0.317σ 0.249σ 0.133σ 0.176σ
TestJump_test_facility_quicksum_25 0.583σ 0.308σ 0.164σ 0.257σ 0.175σ
TestJump_test_facility_quicksum_5 0.0847σ 0.275σ 0.274σ 0.147σ 0.246σ
TestJump_test_lqcp_10 0.313σ 0.572σ 0.308σ 0.316σ 0.234σ
TestJump_test_lqcp_500 0.583σ 0.085σ 0.199σ 0.0516σ 0.15σ
TestJump_test_lqcp_quicksum_10 0.281σ 0.484σ 0.341σ 0.255σ 0.336σ
TestJump_test_lqcp_quicksum_500 0.199σ 0.167σ 0.22σ 0.0938σ 0.193σ
TestJump_test_opf_662 0.636σ 0.0758σ 0.058σ
TestJump_test_opf_6620 0.557σ 0.0472σ 0.0534σ
TestJump_test_opf_quicksum_662 0.456σ 0.0294σ 0.182σ
TestJump_test_opf_quicksum_6620 0.369σ 0.0865σ 0.147σ
TestDevel_test_issue_691 0.589σ 0.0965σ 0.0411σ 0.213σ 0.191σ
TestModels_test_dcopf_case2383wp 0.225σ 0.173σ 0.2σ 0.0984σ 0.117σ
TestModels_test_uc_20140901_expected 0.29σ 0.373σ 0.155σ 0.402σ 0.277σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.295σ 0.556σ 0.593σ
TestMisc_test_bilinear_100 0.283σ 0.881σ 1.15σ 0.562σ 1.09σ
TestMisc_test_bilinear_100000 0.65σ 0.303σ 0.24σ 0.31σ 0.193σ
TestMisc_test_bilinear_nlcontext_100 0.625σ 0.8σ 0.676σ 1.61σ 1.13σ
TestMisc_test_bilinear_nlcontext_100000 1.01σ 0.472σ 0.477σ 0.462σ 0.679σ
TestMisc_test_diag_quicksum_100 0.391σ 0.717σ 0.703σ 0.783σ 0.624σ
TestMisc_test_diag_quicksum_100000 0.453σ 0.0851σ 0.235σ 0.256σ 0.11σ
TestMisc_test_diag_sum_100 0.364σ 0.549σ 0.764σ 0.564σ 0.506σ
TestMisc_test_diag_sum_100000 0.841σ 0.0706σ 0.335σ 0.347σ 0.159σ
TestMisc_test_pmedian_quicksum_test4 0.285σ 0.218σ 0.417σ 0.316σ 0.254σ
TestMisc_test_pmedian_quicksum_test8 0.196σ 0.436σ 0.468σ 0.524σ 0.224σ
TestMisc_test_pmedian_sum_test4 0.235σ 0.831σ 0.393σ 0.341σ 0.369σ
TestMisc_test_pmedian_sum_test8 0.172σ 0.431σ 0.445σ 0.522σ 0.334σ
TestMisc_test_pmedian_tuple_test4 0.0558σ 0.123σ 0.0749σ 0.158σ 0.2σ
TestMisc_test_pmedian_tuple_test8 0.27σ 0.4σ 0.266σ 0.476σ 0.29σ
TestJump_test_clnlbean_5000 0.294σ 0.064σ 0.289σ
TestJump_test_clnlbean_50000 0.463σ 0.0209σ 0.201σ
TestJump_test_facility_25 0.731σ 0.0258σ 0.0919σ 0.415σ 0.0823σ
TestJump_test_facility_5 0.484σ -0.018σ 0.128σ 0.42σ 0.195σ
TestJump_test_facility_quicksum_25 0.633σ -0.0271σ 0.0961σ 0.246σ 0.173σ
TestJump_test_facility_quicksum_5 0.38σ 0.0152σ 0.172σ 0.229σ 0.16σ
TestJump_test_lqcp_10 0.183σ 0.344σ 0.327σ 0.417σ 0.133σ
TestJump_test_lqcp_500 0.516σ 0.0579σ 0.0654σ 0.196σ 0.0557σ
TestJump_test_lqcp_quicksum_10 0.504σ -0.224σ 0.139σ 0.174σ -0.176σ
TestJump_test_lqcp_quicksum_500 0.554σ 0.0787σ 0.0906σ 0.201σ 0.0522σ
TestJump_test_opf_662 0.532σ 0.311σ 0.453σ
TestJump_test_opf_6620 0.417σ 0.1σ 0.283σ
TestJump_test_opf_quicksum_662 0.772σ 0.105σ 0.226σ
TestJump_test_opf_quicksum_6620 0.776σ 0.166σ 0.379σ
TestDevel_test_issue_691 0.0118σ -0.0181σ -0.0123σ 0.0969σ 0.145σ
TestModels_test_dcopf_case2383wp 0.414σ 0.112σ 0.273σ 0.273σ 0.268σ
TestModels_test_uc_20140901_expected 0.155σ 0.257σ 0.311σ 0.732σ 0.175σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.118σ 0.453σ 0.0216σ
TestMisc_test_bilinear_100 0.0766σ 0.173σ 0.305σ 0.283σ 0.411σ
TestMisc_test_bilinear_100000 0.449σ 0.0506σ 0.0881σ 0.018σ -0.00438σ
TestMisc_test_bilinear_nlcontext_100 0.491σ 0.568σ 0.739σ 0.431σ 0.31σ
TestMisc_test_bilinear_nlcontext_100000 0.355σ 0.0601σ 0.0535σ 0.0326σ 0.0516σ
TestMisc_test_diag_quicksum_100 0.472σ 0.551σ 0.765σ 0.56σ 0.563σ
TestMisc_test_diag_quicksum_100000 0.277σ 0.068σ 0.087σ 0.0564σ 0.0889σ
TestMisc_test_diag_sum_100 0.303σ 0.766σ 0.879σ 0.678σ 0.9σ
TestMisc_test_diag_sum_100000 0.544σ -0.0435σ 0.0675σ 0.11σ -0.00184σ
TestMisc_test_pmedian_quicksum_test4 0.207σ -0.0232σ 0.116σ 0.297σ 0.00223σ
TestMisc_test_pmedian_quicksum_test8 -0.0292σ 0.0786σ 0.0788σ 0.191σ 0.0412σ
TestMisc_test_pmedian_sum_test4 0.119σ 0.0313σ 0.126σ 0.181σ 0.00556σ
TestMisc_test_pmedian_sum_test8 0.0598σ 0.0826σ 0.0375σ 0.287σ -0.00296σ
TestMisc_test_pmedian_tuple_test4 0.196σ -0.0521σ 0.0783σ 0.138σ 0.0204σ
TestMisc_test_pmedian_tuple_test8 -0.000497σ 0.0411σ 0.198σ 0.282σ 0.0514σ
TestJump_test_clnlbean_5000 0.127σ 0.172σ 0.0687σ
TestJump_test_clnlbean_50000 -0.0472σ 0.0234σ -0.0503σ
TestJump_test_facility_25 0.153σ -0.0123σ 0.0266σ 0.0517σ 0.0393σ
TestJump_test_facility_5 0.0369σ 0.235σ 0.1σ 0.0578σ 0.0281σ
TestJump_test_facility_quicksum_25 0.0217σ -0.0122σ 0.0137σ -0.047σ 0.102σ
TestJump_test_facility_quicksum_5 0.019σ -0.0716σ 0.139σ -0.0198σ 0.0115σ
TestJump_test_lqcp_10 0.121σ 0.523σ 0.252σ 0.181σ 0.0313σ
TestJump_test_lqcp_500 0.135σ -0.0323σ 0.041σ 0.0373σ -0.0343σ
TestJump_test_lqcp_quicksum_10 0.117σ 0.03σ 0.105σ 0.385σ 0.248σ
TestJump_test_lqcp_quicksum_500 0.215σ -0.093σ -0.0145σ 0.0794σ 0.00894σ
TestJump_test_opf_662 0.399σ -0.0563σ 0.0517σ
TestJump_test_opf_6620 0.568σ -0.0473σ 0.023σ
TestJump_test_opf_quicksum_662 0.532σ -0.0199σ -0.0158σ
TestJump_test_opf_quicksum_6620 0.594σ -0.0147σ 0.0412σ
TestDevel_test_issue_691 0.00943σ 0.137σ 0.168σ -0.000161σ -0.00264σ
TestModels_test_dcopf_case2383wp 0.93σ 1.29σ 0.0406σ 0.141σ 0.0583σ
TestModels_test_uc_20140901_expected 0.0403σ 0.051σ 0.0653σ 0.0136σ 0.0758σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.419σ 0.589σ 0.412σ
TestMisc_test_bilinear_100 0.677σ 0.503σ 0.923σ 0.809σ 0.522σ
TestMisc_test_bilinear_100000 0.715σ 1.1σ 0.529σ 0.879σ 0.821σ
TestMisc_test_bilinear_nlcontext_100 0.926σ 1.08σ 0.899σ 0.918σ 1.13σ
TestMisc_test_bilinear_nlcontext_100000 0.656σ 0.821σ 0.685σ 0.823σ 0.746σ
TestMisc_test_diag_quicksum_100 1.08σ 0.706σ 0.77σ 0.892σ 1.08σ
TestMisc_test_diag_quicksum_100000 0.668σ 0.746σ 0.678σ 0.537σ 0.495σ
TestMisc_test_diag_sum_100 1.15σ 1.18σ 0.873σ 0.815σ 0.726σ
TestMisc_test_diag_sum_100000 0.59σ 1.01σ 0.976σ 0.415σ 0.962σ
TestMisc_test_pmedian_quicksum_test4 0.589σ 1.11σ 1.08σ 0.715σ 0.711σ
TestMisc_test_pmedian_quicksum_test8 0.876σ 0.974σ 0.832σ 0.992σ 0.704σ
TestMisc_test_pmedian_sum_test4 0.881σ 0.707σ 0.913σ 0.802σ 0.662σ
TestMisc_test_pmedian_sum_test8 0.541σ 0.972σ 1.13σ 0.718σ 0.959σ
TestMisc_test_pmedian_tuple_test4 0.75σ 0.74σ 0.875σ 0.884σ 0.76σ
TestMisc_test_pmedian_tuple_test8 0.942σ 0.649σ 1.1σ 1.2σ 0.717σ
TestJump_test_clnlbean_5000 0.671σ 0.76σ 0.706σ
TestJump_test_clnlbean_50000 0.887σ 0.952σ 0.938σ
TestJump_test_facility_25 0.829σ 0.78σ 0.837σ 0.954σ 0.442σ
TestJump_test_facility_5 0.74σ 0.84σ 1.06σ 0.709σ 0.925σ
TestJump_test_facility_quicksum_25 0.567σ 1.0σ 0.49σ 0.726σ 0.702σ
TestJump_test_facility_quicksum_5 0.912σ 0.695σ 0.869σ 0.878σ 0.693σ
TestJump_test_lqcp_10 0.8σ 0.593σ 0.571σ 0.623σ 0.452σ
TestJump_test_lqcp_500 0.561σ 1.16σ 0.764σ 0.773σ 0.696σ
TestJump_test_lqcp_quicksum_10 0.727σ 0.818σ 0.711σ 1.0σ 0.732σ
TestJump_test_lqcp_quicksum_500 0.417σ 0.828σ 0.526σ 0.972σ 0.716σ
TestJump_test_opf_662 0.873σ 0.614σ 0.791σ
TestJump_test_opf_6620 0.507σ 0.639σ 0.786σ
TestJump_test_opf_quicksum_662 0.794σ 0.622σ 0.979σ
TestJump_test_opf_quicksum_6620 0.624σ 0.657σ 0.883σ
TestDevel_test_issue_691 0.707σ 0.767σ 0.579σ 0.648σ 0.89σ
TestModels_test_dcopf_case2383wp 1.19σ 0.668σ 0.782σ 1.07σ 0.483σ
TestModels_test_uc_20140901_expected 0.612σ 1.15σ 0.923σ 1.12σ 0.757σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.483σ 0.131σ 0.201σ
TestMisc_test_bilinear_100 0.517σ 0.5σ 0.726σ 0.437σ 0.701σ
TestMisc_test_bilinear_100000 0.84σ 0.545σ 0.0939σ 0.0572σ 0.00523σ
TestMisc_test_bilinear_nlcontext_100 0.0776σ 0.358σ 0.267σ 0.855σ 0.706σ
TestMisc_test_bilinear_nlcontext_100000 0.583σ 0.443σ 0.329σ 0.0376σ -0.000713σ
TestMisc_test_diag_quicksum_100 -0.0945σ 1.09σ 0.755σ 1.29σ 0.856σ
TestMisc_test_diag_quicksum_100000 0.522σ 0.0852σ 0.145σ 0.338σ 0.17σ
TestMisc_test_diag_sum_100 0.293σ 0.354σ 0.634σ 0.956σ 0.575σ
TestMisc_test_diag_sum_100000 0.898σ 0.291σ 0.273σ 0.286σ 0.238σ
TestMisc_test_pmedian_quicksum_test4 0.241σ 0.0591σ 0.0368σ 0.125σ 0.078σ
TestMisc_test_pmedian_quicksum_test8 0.0641σ 0.00762σ 0.151σ 0.305σ 0.246σ
TestMisc_test_pmedian_sum_test4 0.542σ 0.438σ 0.83σ 0.971σ 0.371σ
TestMisc_test_pmedian_sum_test8 0.0743σ 0.074σ 0.0645σ 0.408σ 0.251σ
TestMisc_test_pmedian_tuple_test4 0.508σ 0.0711σ 1.06σ 0.232σ 0.367σ
TestMisc_test_pmedian_tuple_test8 0.369σ 0.108σ 0.152σ 0.296σ 0.205σ
TestJump_test_clnlbean_5000 0.385σ 0.0838σ 0.789σ
TestJump_test_clnlbean_50000 0.557σ 0.129σ 0.156σ
TestJump_test_facility_25 0.0789σ 0.161σ 0.0258σ 0.0335σ 0.212σ
TestJump_test_facility_5 0.213σ 0.108σ 0.199σ 0.292σ 0.267σ
TestJump_test_facility_quicksum_25 0.0841σ 0.153σ 0.0431σ 0.0582σ 0.156σ
TestJump_test_facility_quicksum_5 0.249σ 0.176σ 0.241σ 0.402σ 0.277σ
TestJump_test_lqcp_10 0.244σ 0.466σ 0.301σ 0.448σ 0.314σ
TestJump_test_lqcp_500 0.317σ 0.171σ 0.0919σ 0.0838σ 0.078σ
TestJump_test_lqcp_quicksum_10 0.082σ 0.533σ 0.252σ 0.333σ 0.27σ
TestJump_test_lqcp_quicksum_500 0.392σ 0.283σ 0.0711σ -0.024σ 0.0357σ
TestJump_test_opf_662 0.0508σ 0.0676σ 0.12σ
TestJump_test_opf_6620 0.226σ 0.283σ -0.00982σ
TestJump_test_opf_quicksum_662 0.151σ 0.0752σ 0.174σ
TestJump_test_opf_quicksum_6620 0.126σ 0.0696σ 0.0115σ
TestDevel_test_issue_691 0.423σ 0.409σ 0.484σ 0.32σ 0.197σ
TestModels_test_dcopf_case2383wp 0.0578σ 0.215σ 0.204σ 0.282σ 0.107σ
TestModels_test_uc_20140901_expected 0.425σ 0.199σ 0.186σ 0.0953σ 0.0455σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.1σ 0.07σ 0.0359σ
TestMisc_test_bilinear_100 0.157σ 0.221σ 0.25σ 0.146σ 0.112σ
TestMisc_test_bilinear_100000 0.172σ 0.149σ 0.132σ 0.0535σ 0.0771σ
TestMisc_test_bilinear_nlcontext_100 0.0772σ 0.134σ 0.291σ 0.115σ 0.14σ
TestMisc_test_bilinear_nlcontext_100000 0.383σ 0.207σ 0.194σ 0.18σ 0.133σ
TestMisc_test_diag_quicksum_100 0.439σ 0.394σ 0.506σ 0.429σ 0.457σ
TestMisc_test_diag_quicksum_100000 1.45σ 0.918σ 0.551σ 0.203σ 0.146σ
TestMisc_test_diag_sum_100 0.68σ 0.511σ 0.411σ 0.132σ 0.316σ
TestMisc_test_diag_sum_100000 0.25σ 0.164σ 0.144σ 0.212σ 0.225σ
TestMisc_test_pmedian_quicksum_test4 0.224σ 0.373σ 0.101σ 0.0176σ 0.0931σ
TestMisc_test_pmedian_quicksum_test8 0.136σ 0.301σ 0.18σ 0.0217σ 0.249σ
TestMisc_test_pmedian_sum_test4 0.205σ 0.842σ 0.0941σ 0.0516σ 0.237σ
TestMisc_test_pmedian_sum_test8 0.403σ 0.413σ 0.159σ 0.0189σ 0.298σ
TestMisc_test_pmedian_tuple_test4 0.164σ 0.231σ 0.162σ 0.0778σ 0.199σ
TestMisc_test_pmedian_tuple_test8 0.185σ 0.34σ 0.312σ 0.0777σ 0.261σ
TestJump_test_clnlbean_5000 0.0455σ 0.261σ 0.0955σ
TestJump_test_clnlbean_50000 0.036σ 0.211σ 0.155σ
TestJump_test_facility_25 -0.0329σ 0.457σ 0.218σ 0.0915σ 0.113σ
TestJump_test_facility_5 0.146σ 0.121σ 0.091σ 0.151σ 0.0228σ
TestJump_test_facility_quicksum_25 0.132σ 0.149σ 0.0894σ 0.265σ 0.0989σ
TestJump_test_facility_quicksum_5 0.155σ 0.255σ 0.236σ 0.0688σ 0.0854σ
TestJump_test_lqcp_10 0.218σ 0.222σ 0.382σ 0.294σ 0.381σ
TestJump_test_lqcp_500 0.069σ 0.0215σ 0.0979σ 0.09σ 0.0969σ
TestJump_test_lqcp_quicksum_10 0.261σ 0.509σ 0.41σ 0.475σ 0.239σ
TestJump_test_lqcp_quicksum_500 0.145σ 0.0904σ 0.14σ 0.0326σ 0.0432σ
TestJump_test_opf_662 0.331σ 0.035σ 0.126σ
TestJump_test_opf_6620 0.284σ 0.0591σ 0.0864σ
TestJump_test_opf_quicksum_662 0.556σ 0.0531σ 0.0982σ
TestJump_test_opf_quicksum_6620 0.342σ 0.07σ 0.197σ
TestDevel_test_issue_691 0.227σ 0.00118σ 0.018σ 0.076σ 0.0741σ
TestModels_test_dcopf_case2383wp 0.349σ 0.157σ 0.0836σ 0.196σ 0.355σ
TestModels_test_uc_20140901_expected 0.239σ 0.205σ 0.145σ 0.224σ 0.387σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.54σ 0.622σ 0.34σ
TestMisc_test_bilinear_100 0.306σ 1.11σ 1.35σ 0.723σ 0.91σ
TestMisc_test_bilinear_100000 0.855σ 0.31σ 0.545σ 0.164σ 0.359σ
TestMisc_test_bilinear_nlcontext_100 0.98σ 0.811σ 1.3σ 1.47σ 0.976σ
TestMisc_test_bilinear_nlcontext_100000 0.792σ 0.344σ 0.379σ 0.294σ 0.318σ
TestMisc_test_diag_quicksum_100 0.357σ 0.713σ 1.1σ 0.79σ 1.11σ
TestMisc_test_diag_quicksum_100000 0.418σ 0.174σ 0.49σ 0.358σ 0.759σ
TestMisc_test_diag_sum_100 0.394σ 0.848σ 0.946σ 1.26σ 1.44σ
TestMisc_test_diag_sum_100000 0.723σ 0.27σ 0.507σ 0.415σ 0.667σ
TestMisc_test_pmedian_quicksum_test4 0.437σ 0.267σ 0.297σ 0.147σ 0.807σ
TestMisc_test_pmedian_quicksum_test8 0.528σ 0.513σ 0.124σ 0.265σ 0.66σ
TestMisc_test_pmedian_sum_test4 0.112σ 0.16σ 0.132σ 0.125σ 0.347σ
TestMisc_test_pmedian_sum_test8 0.145σ 0.378σ 0.588σ 0.242σ 0.764σ
TestMisc_test_pmedian_tuple_test4 0.398σ 0.127σ 0.0831σ 0.151σ 0.364σ
TestMisc_test_pmedian_tuple_test8 0.305σ 0.32σ 0.157σ 0.0726σ 0.652σ
TestJump_test_clnlbean_5000 0.597σ 1.48σ 0.323σ
TestJump_test_clnlbean_50000 0.508σ 0.105σ 0.25σ
TestJump_test_facility_25 0.189σ 0.185σ 0.137σ 0.274σ 0.261σ
TestJump_test_facility_5 0.112σ 0.15σ -0.01σ 0.27σ 0.278σ
TestJump_test_facility_quicksum_25 0.177σ 0.157σ -0.0249σ 0.15σ 0.195σ
TestJump_test_facility_quicksum_5 0.189σ 0.19σ 0.059σ 0.25σ 0.318σ
TestJump_test_lqcp_10 0.371σ 0.454σ 0.392σ 0.457σ 0.144σ
TestJump_test_lqcp_500 0.737σ 0.186σ 0.0766σ 0.027σ 0.0971σ
TestJump_test_lqcp_quicksum_10 0.42σ 0.0951σ 0.507σ 0.38σ 0.255σ
TestJump_test_lqcp_quicksum_500 0.36σ 0.0786σ 0.0412σ 0.0462σ 0.147σ
TestJump_test_opf_662 0.377σ 0.0788σ 0.294σ
TestJump_test_opf_6620 0.605σ 0.113σ 0.291σ
TestJump_test_opf_quicksum_662 0.355σ 0.118σ 0.271σ
TestJump_test_opf_quicksum_6620 0.425σ 0.0975σ 0.238σ
TestDevel_test_issue_691 0.114σ -0.0115σ -0.0548σ 0.165σ 0.433σ
TestModels_test_dcopf_case2383wp 0.293σ 0.479σ 0.278σ 0.192σ 0.385σ
TestModels_test_uc_20140901_expected 0.363σ 0.359σ 0.0882σ 0.207σ 0.333σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 2.09σ 0.322σ 0.12σ
TestMisc_test_bilinear_100 0.0646σ 1.48σ 1.27σ 0.35σ 0.989σ
TestMisc_test_bilinear_100000 0.142σ 0.0234σ 0.242σ 0.246σ 0.297σ
TestMisc_test_bilinear_nlcontext_100 0.00273σ 1.11σ 1.13σ 0.363σ 0.714σ
TestMisc_test_bilinear_nlcontext_100000 0.638σ 0.0476σ 0.005σ -0.0246σ 0.0886σ
TestMisc_test_diag_quicksum_100 0.388σ 0.758σ 0.989σ 1.07σ 0.803σ
TestMisc_test_diag_quicksum_100000 0.389σ -0.0564σ 0.0555σ 0.003σ 0.0553σ
TestMisc_test_diag_sum_100 -0.0135σ 0.386σ 0.622σ 0.264σ 0.407σ
TestMisc_test_diag_sum_100000 0.00993σ -0.0552σ -0.0102σ -0.0352σ 0.154σ
TestMisc_test_pmedian_quicksum_test4 0.0226σ 0.0653σ -0.0203σ 0.00688σ 0.0279σ
TestMisc_test_pmedian_quicksum_test8 0.0372σ 0.109σ 0.36σ 0.0646σ 0.0287σ
TestMisc_test_pmedian_sum_test4 0.00265σ 0.178σ 0.213σ 0.0877σ 0.115σ
TestMisc_test_pmedian_sum_test8 0.0169σ 0.122σ 0.22σ -0.00942σ 0.113σ
TestMisc_test_pmedian_tuple_test4 -0.00482σ 0.111σ 0.0974σ 0.0439σ 0.0372σ
TestMisc_test_pmedian_tuple_test8 -0.027σ 0.114σ 0.0532σ 0.0676σ 0.0359σ
TestJump_test_clnlbean_5000 0.000938σ 0.0446σ 0.00576σ
TestJump_test_clnlbean_50000 -0.0871σ -0.0164σ 0.123σ
TestJump_test_facility_25 -0.0685σ 0.0647σ -0.00977σ 0.132σ 0.144σ
TestJump_test_facility_5 -0.0324σ 0.16σ 0.121σ 0.00745σ 0.253σ
TestJump_test_facility_quicksum_25 0.311σ 0.0267σ -0.024σ 0.291σ 0.128σ
TestJump_test_facility_quicksum_5 0.192σ -0.0229σ 0.0093σ 0.0386σ 0.0239σ
TestJump_test_lqcp_10 0.172σ 0.132σ 0.103σ -0.0604σ 0.323σ
TestJump_test_lqcp_500 0.0678σ 0.00457σ 0.0662σ 0.054σ 0.272σ
TestJump_test_lqcp_quicksum_10 -0.0309σ 0.475σ 0.461σ 0.33σ 0.423σ
TestJump_test_lqcp_quicksum_500 -0.0106σ -0.00106σ -0.0448σ -0.0127σ 0.256σ
TestJump_test_opf_662 0.226σ 0.00643σ 0.214σ
TestJump_test_opf_6620 0.24σ 0.0624σ 0.169σ
TestJump_test_opf_quicksum_662 0.251σ 0.0506σ 0.0935σ
TestJump_test_opf_quicksum_6620 0.129σ 0.109σ 0.148σ
TestDevel_test_issue_691 0.235σ 0.0852σ 0.191σ 0.122σ 0.267σ
TestModels_test_dcopf_case2383wp 0.435σ 0.217σ 0.0593σ 0.0508σ 0.167σ
TestModels_test_uc_20140901_expected 0.183σ 0.0182σ -0.00812σ 0.121σ 0.0875σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.736σ 0.43σ 0.299σ
TestMisc_test_bilinear_100 0.298σ 1.56σ 1.67σ 0.843σ 1.29σ
TestMisc_test_bilinear_100000 0.767σ 0.388σ 0.303σ 0.794σ 0.447σ
TestMisc_test_bilinear_nlcontext_100 0.353σ 0.267σ 0.482σ 0.66σ 0.583σ
TestMisc_test_bilinear_nlcontext_100000 1.25σ 0.401σ 1.79σ 0.442σ 1.62σ
TestMisc_test_diag_quicksum_100 1.19σ 1.38σ 0.995σ 0.677σ 0.766σ
TestMisc_test_diag_quicksum_100000 1.43σ 1.61σ 1.67σ 0.825σ 0.246σ
TestMisc_test_diag_sum_100 0.615σ 0.686σ 1.09σ 1.46σ 1.45σ
TestMisc_test_diag_sum_100000 1.47σ 1.81σ 2.01σ 1.82σ 1.69σ
TestMisc_test_pmedian_quicksum_test4 2.16σ 1.67σ 1.44σ 1.61σ 1.81σ
TestMisc_test_pmedian_quicksum_test8 1.05σ 0.445σ 0.859σ 0.907σ 0.763σ
TestMisc_test_pmedian_sum_test4 2.15σ 1.75σ 2.02σ 1.35σ 1.75σ
TestMisc_test_pmedian_sum_test8 2.24σ 0.14σ 0.12σ 0.676σ 0.591σ
TestMisc_test_pmedian_tuple_test4 2.17σ 1.38σ 1.45σ 1.4σ 1.79σ
TestMisc_test_pmedian_tuple_test8 0.532σ 0.859σ 0.48σ 0.621σ 0.451σ
TestJump_test_clnlbean_5000 0.265σ 0.122σ 0.516σ
TestJump_test_clnlbean_50000 1.33σ 0.428σ 0.448σ
TestJump_test_facility_25 0.218σ 0.158σ 0.221σ 0.405σ 0.494σ
TestJump_test_facility_5 1.57σ 1.08σ 2.05σ 1.24σ 0.92σ
TestJump_test_facility_quicksum_25 2.02σ 1.2σ 0.401σ 0.274σ 0.0977σ
TestJump_test_facility_quicksum_5 0.316σ 0.48σ 0.46σ 0.351σ 0.283σ
TestJump_test_lqcp_10 0.679σ 1.5σ 1.11σ 0.969σ 0.657σ
TestJump_test_lqcp_500 0.646σ 0.665σ 0.57σ 0.706σ 0.703σ
TestJump_test_lqcp_quicksum_10 1.35σ 0.854σ 1.31σ 1.66σ 1.65σ
TestJump_test_lqcp_quicksum_500 0.84σ 0.251σ 0.404σ 0.816σ 0.285σ
TestJump_test_opf_662 0.0827σ 0.262σ 0.226σ
TestJump_test_opf_6620 0.431σ 0.249σ 0.944σ
TestJump_test_opf_quicksum_662 0.264σ 0.37σ 0.361σ
TestJump_test_opf_quicksum_6620 0.568σ 0.252σ 0.948σ
TestDevel_test_issue_691 1.04σ 0.34σ 0.207σ 0.112σ 0.0981σ
TestModels_test_dcopf_case2383wp 0.576σ 0.892σ 0.62σ 1.0σ 0.544σ
TestModels_test_uc_20140901_expected 0.437σ 0.369σ 0.128σ 0.516σ 0.497σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 1.14σ 0.475σ 1.45σ
TestMisc_test_bilinear_100 0.63σ 2.21σ 1.52σ 2.04σ 1.6σ
TestMisc_test_bilinear_100000 0.38σ 0.134σ 0.274σ 0.0958σ 0.204σ
TestMisc_test_bilinear_nlcontext_100 1.95σ 1.62σ 1.48σ 1.28σ 1.94σ
TestMisc_test_bilinear_nlcontext_100000 0.672σ 0.26σ 0.228σ 0.0857σ 0.452σ
TestMisc_test_diag_quicksum_100 0.909σ 1.83σ 0.858σ 1.8σ 1.76σ
TestMisc_test_diag_quicksum_100000 0.165σ 0.0945σ 0.0908σ 0.359σ 0.461σ
TestMisc_test_diag_sum_100 1.32σ 1.77σ 1.17σ 1.83σ 1.37σ
TestMisc_test_diag_sum_100000 0.17σ 0.0839σ 0.0814σ 0.0582σ 0.353σ
TestMisc_test_pmedian_quicksum_test4 0.667σ 1.24σ 0.613σ 0.295σ 0.486σ
TestMisc_test_pmedian_quicksum_test8 0.209σ 0.153σ 0.26σ 0.207σ 0.215σ
TestMisc_test_pmedian_sum_test4 0.899σ 1.39σ 0.688σ 0.908σ 0.65σ
TestMisc_test_pmedian_sum_test8 0.276σ 0.0574σ 0.217σ 0.38σ 0.133σ
TestMisc_test_pmedian_tuple_test4 1.37σ 0.883σ 0.047σ 1.07σ 0.335σ
TestMisc_test_pmedian_tuple_test8 0.26σ 0.129σ 0.218σ 0.17σ 0.148σ
TestJump_test_clnlbean_5000 0.165σ 0.968σ 1.07σ
TestJump_test_clnlbean_50000 0.411σ 0.555σ 0.381σ
TestJump_test_facility_25 0.333σ 1.48σ 0.28σ 0.165σ 0.146σ
TestJump_test_facility_5 0.063σ 0.125σ 0.141σ 0.0192σ 0.16σ
TestJump_test_facility_quicksum_25 0.0381σ 0.213σ 0.24σ 0.0517σ 0.906σ
TestJump_test_facility_quicksum_5 0.55σ 1.01σ 1.28σ 0.781σ 0.885σ
TestJump_test_lqcp_10 0.975σ 1.07σ 1.73σ 1.36σ 1.49σ
TestJump_test_lqcp_500 0.798σ 0.396σ 0.658σ 0.088σ 0.535σ
TestJump_test_lqcp_quicksum_10 0.0746σ 1.2σ 1.04σ 0.856σ 0.326σ
TestJump_test_lqcp_quicksum_500 0.331σ 0.863σ 0.641σ 0.151σ 0.421σ
TestJump_test_opf_662 0.426σ 0.641σ 0.947σ
TestJump_test_opf_6620 0.705σ 0.188σ 0.182σ
TestJump_test_opf_quicksum_662 0.517σ 0.562σ 1.29σ
TestJump_test_opf_quicksum_6620 1.35σ 0.129σ 0.182σ
TestDevel_test_issue_691 0.248σ 0.0419σ 0.0175σ 0.0486σ 0.0714σ
TestModels_test_dcopf_case2383wp 0.809σ 1.14σ 1.57σ 1.38σ 0.581σ
TestModels_test_uc_20140901_expected 0.56σ 0.302σ 0.761σ 0.297σ 0.803σ