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: Mar-27-2025 22:41

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.88σ 0.564σ 2.08σ
TestMisc_test_bilinear_100 1.12σ 0.0907σ 1.75σ 1.6σ 1.66σ
TestMisc_test_bilinear_100000 0.765σ 0.629σ 0.572σ 0.412σ 0.603σ
TestMisc_test_bilinear_nlcontext_100 0.939σ 1.14σ 2.05σ 1.78σ 1.22σ
TestMisc_test_bilinear_nlcontext_100000 0.866σ 0.961σ 0.657σ 0.302σ 0.231σ
TestMisc_test_diag_quicksum_100 2.07σ 2.01σ 1.62σ 1.36σ 1.57σ
TestMisc_test_diag_quicksum_100000 0.84σ 0.294σ 0.0792σ 0.558σ 0.412σ
TestMisc_test_diag_sum_100 2.03σ 0.199σ 2.13σ 2.02σ 1.93σ
TestMisc_test_diag_sum_100000 0.447σ 0.561σ 0.0542σ 0.551σ 0.672σ
TestMisc_test_pmedian_quicksum_test4 0.164σ 0.19σ 0.318σ 0.138σ 0.0621σ
TestMisc_test_pmedian_quicksum_test8 0.142σ 0.689σ 0.269σ 0.632σ 0.304σ
TestMisc_test_pmedian_sum_test4 0.269σ 0.157σ 0.187σ 0.267σ 0.0295σ
TestMisc_test_pmedian_sum_test8 0.163σ 0.171σ 0.769σ 0.319σ 0.181σ
TestMisc_test_pmedian_tuple_test4 0.719σ 0.824σ 0.00958σ 1.03σ 0.654σ
TestMisc_test_pmedian_tuple_test8 0.272σ 0.544σ 0.336σ 0.764σ 0.899σ
TestJump_test_clnlbean_5000 0.439σ 0.397σ 0.237σ
TestJump_test_clnlbean_50000 0.918σ 0.602σ 0.196σ
TestJump_test_facility_25 0.637σ 1.17σ 0.475σ 0.669σ -0.257σ
TestJump_test_facility_5 0.694σ 1.63σ 1.22σ 0.776σ 0.365σ
TestJump_test_facility_quicksum_25 0.792σ 0.543σ 1.08σ 1.08σ -0.222σ
TestJump_test_facility_quicksum_5 1.31σ 1.21σ 1.9σ 1.08σ 0.541σ
TestJump_test_lqcp_10 0.197σ 1.39σ 1.4σ 1.67σ 1.03σ
TestJump_test_lqcp_500 1.85σ 0.557σ 0.762σ 0.363σ 0.0232σ
TestJump_test_lqcp_quicksum_10 1.37σ 1.41σ 1.33σ 0.899σ 0.981σ
TestJump_test_lqcp_quicksum_500 0.945σ 0.578σ 0.8σ 0.39σ -0.122σ
TestJump_test_opf_662 0.513σ 0.995σ 0.0437σ
TestJump_test_opf_6620 1.47σ 1.65σ -0.0246σ
TestJump_test_opf_quicksum_662 0.495σ 1.59σ 0.106σ
TestJump_test_opf_quicksum_6620 0.602σ 1.08σ 0.00423σ
TestDevel_test_issue_691 0.107σ 0.197σ 0.257σ 0.797σ 1.04σ
TestModels_test_dcopf_case2383wp 1.1σ 0.511σ 0.667σ 0.461σ -0.0225σ
TestModels_test_uc_20140901_expected 0.482σ 1.04σ 0.944σ 0.403σ 0.0664σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 1.66σ 0.999σ 2.12σ
TestMisc_test_bilinear_100 1.71σ 0.822σ 1.06σ 1.26σ 0.0964σ
TestMisc_test_bilinear_100000 0.624σ 0.563σ 0.407σ 0.331σ 0.25σ
TestMisc_test_bilinear_nlcontext_100 1.47σ 1.37σ 0.897σ 1.48σ 1.37σ
TestMisc_test_bilinear_nlcontext_100000 0.579σ 0.139σ 0.54σ 0.787σ 0.0345σ
TestMisc_test_diag_quicksum_100 0.879σ 1.28σ 1.52σ 1.25σ 1.47σ
TestMisc_test_diag_quicksum_100000 0.562σ 0.352σ 0.395σ 0.133σ 0.0765σ
TestMisc_test_diag_sum_100 1.57σ 0.988σ 1.02σ 1.08σ 1.46σ
TestMisc_test_diag_sum_100000 0.773σ 0.16σ 0.155σ 0.216σ 0.176σ
TestMisc_test_pmedian_quicksum_test4 0.295σ 0.0764σ 0.275σ 0.249σ 0.0942σ
TestMisc_test_pmedian_quicksum_test8 0.202σ 0.35σ 0.255σ 0.299σ 0.0653σ
TestMisc_test_pmedian_sum_test4 0.518σ 0.0754σ 0.0036σ 0.181σ 0.137σ
TestMisc_test_pmedian_sum_test8 0.282σ 0.303σ 0.0989σ 0.0408σ 0.144σ
TestMisc_test_pmedian_tuple_test4 0.539σ 0.324σ 0.122σ 0.294σ 0.278σ
TestMisc_test_pmedian_tuple_test8 0.162σ 0.303σ 0.112σ 0.446σ 0.0926σ
TestJump_test_clnlbean_5000 0.0504σ 0.156σ 0.214σ
TestJump_test_clnlbean_50000 0.346σ 0.19σ 0.0409σ
TestJump_test_facility_25 0.0916σ 0.0569σ 0.0902σ 0.335σ 0.036σ
TestJump_test_facility_5 0.305σ 0.254σ 0.326σ 0.487σ 0.0571σ
TestJump_test_facility_quicksum_25 0.0164σ 0.0423σ 0.0455σ -0.0503σ 0.0667σ
TestJump_test_facility_quicksum_5 0.477σ 0.318σ 1.1σ 0.341σ 0.23σ
TestJump_test_lqcp_10 1.5σ 0.542σ 1.15σ 0.723σ 0.724σ
TestJump_test_lqcp_500 0.121σ 0.126σ 0.451σ 0.223σ 0.0342σ
TestJump_test_lqcp_quicksum_10 0.323σ 1.71σ 1.11σ 0.638σ 0.469σ
TestJump_test_lqcp_quicksum_500 0.401σ 0.0812σ 0.345σ 0.102σ -0.00412σ
TestJump_test_opf_662 0.529σ 0.0833σ 0.0932σ
TestJump_test_opf_6620 0.991σ 0.18σ 0.154σ
TestJump_test_opf_quicksum_662 0.157σ 0.0523σ 0.0901σ
TestJump_test_opf_quicksum_6620 0.0636σ 0.0411σ 0.051σ
TestDevel_test_issue_691 0.241σ 0.0725σ 0.0835σ 0.0744σ 0.0505σ
TestModels_test_dcopf_case2383wp 0.286σ 0.109σ 0.294σ 0.15σ 0.0691σ
TestModels_test_uc_20140901_expected 0.0862σ 0.0492σ 0.248σ 0.309σ 0.0206σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.894σ 0.634σ 0.559σ
TestMisc_test_bilinear_100 0.993σ 0.328σ 0.37σ 0.859σ 0.71σ
TestMisc_test_bilinear_100000 1.18σ 0.367σ 0.289σ 0.567σ 0.203σ
TestMisc_test_bilinear_nlcontext_100 0.74σ 0.942σ 0.623σ 0.715σ 0.694σ
TestMisc_test_bilinear_nlcontext_100000 0.511σ 0.646σ 0.198σ 0.0296σ 0.0965σ
TestMisc_test_diag_quicksum_100 1.09σ 0.528σ 0.218σ 0.252σ 0.376σ
TestMisc_test_diag_quicksum_100000 0.48σ 0.163σ 0.313σ 0.177σ 0.108σ
TestMisc_test_diag_sum_100 0.823σ 0.95σ 0.614σ 0.953σ 0.69σ
TestMisc_test_diag_sum_100000 0.234σ 0.116σ 0.272σ 0.137σ 0.175σ
TestMisc_test_pmedian_quicksum_test4 0.54σ 0.514σ 0.493σ 0.292σ 0.161σ
TestMisc_test_pmedian_quicksum_test8 0.186σ 0.128σ 0.446σ 0.356σ 0.0775σ
TestMisc_test_pmedian_sum_test4 0.715σ 0.0249σ 0.179σ 0.18σ 0.136σ
TestMisc_test_pmedian_sum_test8 0.256σ 0.184σ 0.554σ 0.361σ 0.32σ
TestMisc_test_pmedian_tuple_test4 1.55σ 0.33σ 0.101σ 0.985σ 0.563σ
TestMisc_test_pmedian_tuple_test8 0.716σ 0.335σ 0.158σ 0.366σ 0.135σ
TestJump_test_clnlbean_5000 0.422σ 0.189σ 0.2σ
TestJump_test_clnlbean_50000 0.503σ 0.156σ 0.309σ
TestJump_test_facility_25 0.904σ 0.388σ 0.457σ 0.484σ 0.178σ
TestJump_test_facility_5 0.789σ 0.318σ 0.511σ 0.337σ 0.23σ
TestJump_test_facility_quicksum_25 0.486σ 0.159σ 1.17σ 0.429σ 0.152σ
TestJump_test_facility_quicksum_5 0.386σ 0.516σ 0.728σ 0.727σ 0.667σ
TestJump_test_lqcp_10 0.52σ 1.6σ 1.86σ 1.03σ 0.933σ
TestJump_test_lqcp_500 0.217σ 0.812σ 0.297σ 0.182σ 0.155σ
TestJump_test_lqcp_quicksum_10 0.704σ 0.555σ 0.538σ 0.76σ 0.571σ
TestJump_test_lqcp_quicksum_500 0.093σ 0.153σ 0.252σ 0.299σ 0.296σ
TestJump_test_opf_662 0.323σ 0.582σ 0.359σ
TestJump_test_opf_6620 0.253σ 1.69σ 0.216σ
TestJump_test_opf_quicksum_662 0.27σ 1.69σ 0.286σ
TestJump_test_opf_quicksum_6620 1.15σ 0.0378σ 0.273σ
TestDevel_test_issue_691 0.442σ 0.122σ 0.107σ 0.201σ 0.149σ
TestModels_test_dcopf_case2383wp 0.247σ 0.29σ 0.863σ 0.466σ 0.415σ
TestModels_test_uc_20140901_expected 0.915σ 0.0826σ 0.437σ 0.658σ 0.0543σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.471σ 0.444σ 0.431σ
TestMisc_test_bilinear_100 0.575σ 0.544σ 0.687σ 0.474σ 0.503σ
TestMisc_test_bilinear_100000 0.977σ 0.613σ 0.599σ 0.535σ 0.588σ
TestMisc_test_bilinear_nlcontext_100 0.773σ 1.01σ 1.17σ 0.997σ 0.752σ
TestMisc_test_bilinear_nlcontext_100000 0.721σ 0.801σ 0.662σ 0.61σ 0.685σ
TestMisc_test_diag_quicksum_100 0.801σ 1.14σ 0.769σ 0.701σ 0.999σ
TestMisc_test_diag_quicksum_100000 0.657σ 0.881σ 0.599σ 0.754σ 0.788σ
TestMisc_test_diag_sum_100 0.886σ 0.852σ 0.706σ 0.984σ 1.2σ
TestMisc_test_diag_sum_100000 0.666σ 0.97σ 0.549σ 0.955σ 0.813σ
TestMisc_test_pmedian_quicksum_test4 0.534σ 1.08σ 0.988σ 0.894σ 1.01σ
TestMisc_test_pmedian_quicksum_test8 0.716σ 0.846σ 0.535σ 1.06σ 0.588σ
TestMisc_test_pmedian_sum_test4 0.487σ 0.774σ 0.76σ 0.606σ 0.585σ
TestMisc_test_pmedian_sum_test8 0.634σ 1.09σ 0.753σ 1.07σ 0.658σ
TestMisc_test_pmedian_tuple_test4 0.753σ 0.684σ 0.722σ 1.16σ 0.651σ
TestMisc_test_pmedian_tuple_test8 0.586σ 0.952σ 0.706σ 0.796σ 0.65σ
TestJump_test_clnlbean_5000 1.01σ 1.09σ 0.986σ
TestJump_test_clnlbean_50000 0.986σ 1.17σ 0.445σ
TestJump_test_facility_25 0.502σ 0.414σ 0.615σ 0.703σ 0.934σ
TestJump_test_facility_5 0.506σ 1.12σ 0.727σ 0.794σ 0.813σ
TestJump_test_facility_quicksum_25 0.747σ 0.994σ 1.09σ 0.94σ 1.03σ
TestJump_test_facility_quicksum_5 0.675σ 1.08σ 0.764σ 1.13σ 0.983σ
TestJump_test_lqcp_10 0.868σ 0.767σ 0.974σ 0.973σ 1.16σ
TestJump_test_lqcp_500 0.823σ 0.894σ 0.465σ 0.589σ 0.721σ
TestJump_test_lqcp_quicksum_10 0.742σ 0.624σ 1.03σ 0.907σ 0.755σ
TestJump_test_lqcp_quicksum_500 0.479σ 0.556σ 0.831σ 0.775σ 0.771σ
TestJump_test_opf_662 0.687σ 0.81σ 1.03σ
TestJump_test_opf_6620 0.789σ 1.02σ 1.17σ
TestJump_test_opf_quicksum_662 1.07σ 0.713σ 0.855σ
TestJump_test_opf_quicksum_6620 1.15σ 0.708σ 0.781σ
TestDevel_test_issue_691 0.681σ 1.05σ 1.1σ 0.978σ 1.01σ
TestModels_test_dcopf_case2383wp 1.03σ 0.439σ 0.41σ 0.414σ 0.438σ
TestModels_test_uc_20140901_expected 0.904σ 0.523σ 0.917σ 1.1σ 0.799σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 2.1σ 0.361σ 0.272σ
TestMisc_test_bilinear_100 0.204σ 1.01σ 0.222σ 2.01σ 1.73σ
TestMisc_test_bilinear_100000 0.635σ 1.18σ 0.721σ 0.946σ 0.419σ
TestMisc_test_bilinear_nlcontext_100 1.07σ 1.63σ 0.535σ 1.34σ 0.585σ
TestMisc_test_bilinear_nlcontext_100000 0.462σ 1.15σ 1.63σ 0.713σ 0.314σ
TestMisc_test_diag_quicksum_100 1.01σ 1.32σ 1.42σ 1.31σ 0.707σ
TestMisc_test_diag_quicksum_100000 0.334σ 0.0906σ 0.844σ 0.585σ 1.26σ
TestMisc_test_diag_sum_100 1.1σ 2.11σ 2.23σ 1.64σ 2.06σ
TestMisc_test_diag_sum_100000 1.28σ 0.235σ 0.235σ 0.912σ 0.496σ
TestMisc_test_pmedian_quicksum_test4 1.95σ 1.26σ 0.481σ 0.639σ 0.666σ
TestMisc_test_pmedian_quicksum_test8 0.482σ 0.65σ 0.565σ 0.469σ 0.98σ
TestMisc_test_pmedian_sum_test4 1.4σ 0.264σ 0.917σ 0.228σ 0.709σ
TestMisc_test_pmedian_sum_test8 0.968σ 0.242σ 0.565σ 0.102σ 0.287σ
TestMisc_test_pmedian_tuple_test4 2.1σ 0.329σ 1.1σ 0.484σ 0.743σ
TestMisc_test_pmedian_tuple_test8 0.911σ 0.225σ 0.618σ 0.467σ 0.369σ
TestJump_test_clnlbean_5000 1.27σ 1.46σ 0.378σ
TestJump_test_clnlbean_50000 0.537σ 0.481σ 0.221σ
TestJump_test_facility_25 1.67σ 1.59σ 0.823σ 0.69σ 0.584σ
TestJump_test_facility_5 0.486σ 0.329σ 0.546σ 0.652σ 0.323σ
TestJump_test_facility_quicksum_25 0.54σ 0.117σ 1.19σ 0.558σ 0.398σ
TestJump_test_facility_quicksum_5 1.58σ 1.42σ 0.718σ 1.05σ 0.363σ
TestJump_test_lqcp_10 2.11σ -0.134σ 0.753σ 0.868σ 0.601σ
TestJump_test_lqcp_500 0.664σ 0.424σ 1.84σ 0.3σ 0.267σ
TestJump_test_lqcp_quicksum_10 1.07σ 1.37σ 1.24σ 0.908σ 1.11σ
TestJump_test_lqcp_quicksum_500 1.61σ 0.862σ 0.364σ 0.387σ 0.296σ
TestJump_test_opf_662 0.311σ 1.76σ 0.529σ
TestJump_test_opf_6620 0.465σ 0.866σ 0.402σ
TestJump_test_opf_quicksum_662 0.358σ 1.47σ 0.376σ
TestJump_test_opf_quicksum_6620 0.302σ 1.16σ 0.474σ
TestDevel_test_issue_691 1.25σ 0.742σ 0.226σ 0.101σ 0.301σ
TestModels_test_dcopf_case2383wp 1.36σ 1.66σ 0.406σ 0.545σ 0.124σ
TestModels_test_uc_20140901_expected 0.742σ 0.488σ 0.36σ 0.163σ 0.181σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.417σ 1.19σ 1.06σ
TestMisc_test_bilinear_100 1.17σ 1.41σ 1.57σ 1.89σ 0.763σ
TestMisc_test_bilinear_100000 0.987σ 0.943σ 0.946σ 0.321σ 0.322σ
TestMisc_test_bilinear_nlcontext_100 1.25σ 0.752σ 1.33σ 2.01σ 1.04σ
TestMisc_test_bilinear_nlcontext_100000 0.683σ 1.76σ 2.06σ 0.439σ 0.353σ
TestMisc_test_diag_quicksum_100 1.39σ 1.0σ 0.623σ 0.643σ 1.24σ
TestMisc_test_diag_quicksum_100000 0.532σ 0.569σ 0.422σ 1.44σ 0.516σ
TestMisc_test_diag_sum_100 1.17σ 1.65σ 1.19σ 1.05σ 1.33σ
TestMisc_test_diag_sum_100000 0.429σ 0.613σ 0.744σ 0.984σ 0.343σ
TestMisc_test_pmedian_quicksum_test4 1.52σ 1.74σ 1.15σ 2.01σ 0.52σ
TestMisc_test_pmedian_quicksum_test8 0.84σ 0.315σ 1.24σ 0.96σ 0.546σ
TestMisc_test_pmedian_sum_test4 1.23σ 1.23σ 1.73σ 1.69σ 0.936σ
TestMisc_test_pmedian_sum_test8 1.4σ 0.349σ 0.779σ 1.01σ 0.744σ
TestMisc_test_pmedian_tuple_test4 2.1σ 2.08σ 1.77σ 1.84σ 0.127σ
TestMisc_test_pmedian_tuple_test8 0.985σ 0.754σ 0.443σ 1.08σ 0.4σ
TestJump_test_clnlbean_5000 0.867σ 1.1σ 0.446σ
TestJump_test_clnlbean_50000 0.794σ 0.767σ 0.379σ
TestJump_test_facility_25 0.185σ 1.66σ 2.09σ 0.498σ 0.671σ
TestJump_test_facility_5 1.77σ 1.58σ 2.06σ 1.04σ 0.925σ
TestJump_test_facility_quicksum_25 1.0σ 1.66σ 1.32σ 1.22σ 0.727σ
TestJump_test_facility_quicksum_5 0.495σ 1.79σ 1.69σ 0.977σ 0.875σ
TestJump_test_lqcp_10 0.715σ 1.14σ 1.39σ 0.864σ 0.876σ
TestJump_test_lqcp_500 1.13σ 1.33σ 0.337σ 0.163σ 0.221σ
TestJump_test_lqcp_quicksum_10 1.12σ 1.65σ 1.93σ 1.16σ 1.15σ
TestJump_test_lqcp_quicksum_500 0.985σ 0.722σ 1.5σ 0.311σ 0.287σ
TestJump_test_opf_662 0.618σ 1.75σ 0.371σ
TestJump_test_opf_6620 0.902σ 1.7σ 0.241σ
TestJump_test_opf_quicksum_662 0.797σ 1.97σ 0.33σ
TestJump_test_opf_quicksum_6620 1.03σ 1.5σ 0.269σ
TestDevel_test_issue_691 0.04σ 0.0945σ 0.112σ 1.99σ 1.18σ
TestModels_test_dcopf_case2383wp 0.691σ 1.28σ 1.25σ 0.858σ 0.687σ
TestModels_test_uc_20140901_expected 1.22σ 0.381σ 1.07σ 0.353σ 1.11σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.258σ 0.56σ 0.691σ
TestMisc_test_bilinear_100 1.01σ 1.58σ 2.03σ 1.32σ 1.35σ
TestMisc_test_bilinear_100000 0.476σ 0.392σ 0.176σ 1.1σ 0.493σ
TestMisc_test_bilinear_nlcontext_100 1.54σ 0.852σ 0.642σ 1.13σ 1.26σ
TestMisc_test_bilinear_nlcontext_100000 0.724σ 0.462σ 1.34σ 1.17σ 1.23σ
TestMisc_test_diag_quicksum_100 0.949σ 1.26σ 1.14σ 1.44σ 2.12σ
TestMisc_test_diag_quicksum_100000 0.151σ 0.339σ 1.59σ 0.392σ 1.03σ
TestMisc_test_diag_sum_100 1.22σ 1.07σ 0.876σ 0.876σ 0.996σ
TestMisc_test_diag_sum_100000 0.128σ 0.423σ 1.53σ 1.33σ 0.671σ
TestMisc_test_pmedian_quicksum_test4 1.31σ 1.19σ 1.35σ 1.37σ 1.51σ
TestMisc_test_pmedian_quicksum_test8 0.579σ 0.555σ 1.62σ 0.352σ 0.845σ
TestMisc_test_pmedian_sum_test4 1.65σ 1.35σ 0.969σ 1.22σ 1.44σ
TestMisc_test_pmedian_sum_test8 1.02σ 0.965σ 1.19σ 0.308σ 0.493σ
TestMisc_test_pmedian_tuple_test4 1.65σ 0.698σ 1.29σ 1.13σ 1.14σ
TestMisc_test_pmedian_tuple_test8 0.813σ 0.31σ 0.377σ 0.206σ 1.04σ
TestJump_test_clnlbean_5000 0.097σ 0.586σ 0.275σ
TestJump_test_clnlbean_50000 0.169σ 0.807σ 0.46σ
TestJump_test_facility_25 0.214σ 1.79σ 1.1σ 1.24σ 0.803σ
TestJump_test_facility_5 1.35σ 0.559σ 1.73σ 0.301σ 0.752σ
TestJump_test_facility_quicksum_25 1.53σ 2.22σ 0.693σ 1.25σ 0.584σ
TestJump_test_facility_quicksum_5 1.12σ 1.2σ 0.224σ 0.945σ 0.662σ
TestJump_test_lqcp_10 0.351σ 1.58σ 1.06σ 0.839σ 0.896σ
TestJump_test_lqcp_500 1.02σ 0.982σ 1.15σ 1.27σ 1.11σ
TestJump_test_lqcp_quicksum_10 1.04σ 1.65σ 1.3σ 1.29σ 0.77σ
TestJump_test_lqcp_quicksum_500 0.801σ 0.698σ 0.852σ 0.413σ 0.626σ
TestJump_test_opf_662 0.238σ 1.14σ 0.26σ
TestJump_test_opf_6620 0.671σ 0.489σ 0.193σ
TestJump_test_opf_quicksum_662 0.385σ 1.66σ 0.378σ
TestJump_test_opf_quicksum_6620 0.614σ 1.37σ 0.244σ
TestDevel_test_issue_691 0.199σ 0.144σ 0.254σ 1.25σ 0.894σ
TestModels_test_dcopf_case2383wp 0.329σ 1.14σ 1.25σ 0.834σ 0.514σ
TestModels_test_uc_20140901_expected 1.2σ 0.881σ 0.378σ 0.421σ 0.974σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.31σ 1.06σ 1.43σ
TestMisc_test_bilinear_100 0.496σ 1.87σ 1.97σ 1.28σ 2.29σ
TestMisc_test_bilinear_100000 1.35σ 1.12σ 0.593σ 0.319σ 0.86σ
TestMisc_test_bilinear_nlcontext_100 1.13σ 1.89σ 0.598σ 1.53σ 2.09σ
TestMisc_test_bilinear_nlcontext_100000 1.22σ 1.39σ 0.157σ 0.0988σ 0.525σ
TestMisc_test_diag_quicksum_100 1.41σ 1.38σ 2.18σ 0.985σ 1.14σ
TestMisc_test_diag_quicksum_100000 1.59σ 1.15σ 0.681σ 1.04σ 0.998σ
TestMisc_test_diag_sum_100 1.99σ 0.887σ 0.935σ 1.55σ 1.66σ
TestMisc_test_diag_sum_100000 1.44σ 1.13σ 0.894σ 1.33σ 0.779σ
TestMisc_test_pmedian_quicksum_test4 2.56σ 1.87σ 1.21σ 1.26σ 1.47σ
TestMisc_test_pmedian_quicksum_test8 1.2σ 0.613σ 0.827σ 1.16σ 0.239σ
TestMisc_test_pmedian_sum_test4 1.02σ 2.56σ 2.21σ 2.11σ 1.88σ
TestMisc_test_pmedian_sum_test8 1.75σ 1.51σ 0.584σ 0.831σ 1.44σ
TestMisc_test_pmedian_tuple_test4 2.98σ 2.25σ 1.8σ 1.87σ 0.376σ
TestMisc_test_pmedian_tuple_test8 0.413σ 0.889σ 0.991σ 0.412σ 0.747σ
TestJump_test_clnlbean_5000 0.834σ 0.858σ 0.709σ
TestJump_test_clnlbean_50000 0.508σ 0.688σ 0.37σ
TestJump_test_facility_25 0.131σ 0.37σ 1.16σ 0.878σ 0.438σ
TestJump_test_facility_5 0.939σ 1.18σ 0.873σ 1.04σ 0.593σ
TestJump_test_facility_quicksum_25 0.634σ 0.443σ 0.165σ 0.183σ 0.545σ
TestJump_test_facility_quicksum_5 0.743σ 1.3σ 1.01σ 0.715σ 1.11σ
TestJump_test_lqcp_10 1.18σ 1.67σ 1.0σ 1.64σ 0.704σ
TestJump_test_lqcp_500 0.879σ 0.362σ 0.489σ 0.51σ 0.308σ
TestJump_test_lqcp_quicksum_10 0.882σ 1.45σ 2.19σ 1.28σ 1.22σ
TestJump_test_lqcp_quicksum_500 1.0σ 0.53σ 0.372σ 0.509σ 0.331σ
TestJump_test_opf_662 0.407σ 0.562σ 0.157σ
TestJump_test_opf_6620 0.433σ 0.914σ 0.563σ
TestJump_test_opf_quicksum_662 0.502σ 0.344σ 0.169σ
TestJump_test_opf_quicksum_6620 0.66σ 0.697σ 0.425σ
TestDevel_test_issue_691 0.283σ 0.215σ 0.306σ 0.678σ 0.453σ
TestModels_test_dcopf_case2383wp 0.732σ 0.922σ 1.06σ 0.565σ 0.652σ
TestModels_test_uc_20140901_expected 0.705σ 0.617σ 0.646σ 0.349σ 0.506σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.755σ 0.726σ 0.756σ
TestMisc_test_bilinear_100 0.879σ 0.972σ 0.832σ 1.01σ 0.505σ
TestMisc_test_bilinear_100000 0.98σ 0.694σ 0.914σ 0.61σ 0.711σ
TestMisc_test_bilinear_nlcontext_100 0.96σ 0.563σ 1.18σ 1.2σ 0.873σ
TestMisc_test_bilinear_nlcontext_100000 0.89σ 0.445σ 0.428σ 0.604σ 0.936σ
TestMisc_test_diag_quicksum_100 0.753σ 0.648σ 0.464σ 0.85σ 0.67σ
TestMisc_test_diag_quicksum_100000 0.694σ 1.17σ 0.697σ 0.982σ 0.626σ
TestMisc_test_diag_sum_100 0.935σ 0.909σ 0.83σ 0.821σ 0.979σ
TestMisc_test_diag_sum_100000 0.71σ 0.964σ 1.02σ 0.773σ 0.604σ
TestMisc_test_pmedian_quicksum_test4 0.775σ 1.19σ 0.899σ 0.965σ 0.765σ
TestMisc_test_pmedian_quicksum_test8 0.518σ 1.19σ 0.957σ 0.637σ 0.557σ
TestMisc_test_pmedian_sum_test4 0.588σ 1.18σ 0.642σ 0.959σ 0.552σ
TestMisc_test_pmedian_sum_test8 0.75σ 0.689σ 0.827σ 1.03σ 0.597σ
TestMisc_test_pmedian_tuple_test4 1.13σ 0.936σ 0.83σ 0.728σ 0.877σ
TestMisc_test_pmedian_tuple_test8 0.861σ 0.649σ 0.76σ 0.748σ 0.551σ
TestJump_test_clnlbean_5000 0.825σ 0.553σ 0.674σ
TestJump_test_clnlbean_50000 1.05σ 1.02σ 0.58σ
TestJump_test_facility_25 0.71σ 0.838σ 0.846σ 0.612σ 0.752σ
TestJump_test_facility_5 1.12σ 0.698σ 1.14σ 0.735σ 0.657σ
TestJump_test_facility_quicksum_25 1.11σ 0.788σ 1.08σ 0.867σ 0.502σ
TestJump_test_facility_quicksum_5 0.44σ 0.437σ 0.413σ 0.429σ 0.426σ
TestJump_test_lqcp_10 0.435σ 0.439σ 0.435σ 0.437σ 0.488σ
TestJump_test_lqcp_500 0.544σ 0.909σ 0.456σ 0.548σ 0.796σ
TestJump_test_lqcp_quicksum_10 0.924σ 1.06σ 1.0σ 0.991σ 0.831σ
TestJump_test_lqcp_quicksum_500 0.927σ 0.461σ 0.651σ 0.625σ 0.749σ
TestJump_test_opf_662 0.799σ 0.842σ 0.621σ
TestJump_test_opf_6620 0.937σ 0.662σ 0.601σ
TestJump_test_opf_quicksum_662 0.88σ 0.74σ 0.622σ
TestJump_test_opf_quicksum_6620 1.14σ 0.728σ 0.568σ
TestDevel_test_issue_691 0.961σ 0.423σ 0.561σ 0.851σ 0.45σ
TestModels_test_dcopf_case2383wp 0.714σ 1.05σ 0.742σ 0.52σ 0.757σ
TestModels_test_uc_20140901_expected 0.716σ 0.406σ 0.798σ 0.892σ 1.09σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.244σ 0.22σ 0.872σ
TestMisc_test_bilinear_100 0.657σ 1.66σ 2.49σ 1.08σ 1.58σ
TestMisc_test_bilinear_100000 0.489σ 1.66σ 1.22σ 1.1σ 1.3σ
TestMisc_test_bilinear_nlcontext_100 1.66σ 2.07σ 2.06σ 1.89σ 1.13σ
TestMisc_test_bilinear_nlcontext_100000 1.04σ 0.929σ 0.402σ 1.12σ 1.09σ
TestMisc_test_diag_quicksum_100 0.592σ 2.35σ 2.5σ 1.18σ 1.57σ
TestMisc_test_diag_quicksum_100000 0.308σ 0.403σ 0.959σ 0.195σ 0.549σ
TestMisc_test_diag_sum_100 0.977σ 2.04σ 1.83σ 1.31σ 1.78σ
TestMisc_test_diag_sum_100000 0.425σ 0.243σ 0.135σ 0.514σ 1.45σ
TestMisc_test_pmedian_quicksum_test4 1.14σ 2.26σ 1.86σ 0.786σ 0.0439σ
TestMisc_test_pmedian_quicksum_test8 1.09σ 1.71σ 0.906σ 0.453σ 0.511σ
TestMisc_test_pmedian_sum_test4 1.41σ 1.83σ 1.32σ 1.38σ 1.38σ
TestMisc_test_pmedian_sum_test8 1.5σ 1.18σ 1.15σ 0.699σ 0.7σ
TestMisc_test_pmedian_tuple_test4 2.34σ 1.88σ 1.89σ 0.86σ 1.15σ
TestMisc_test_pmedian_tuple_test8 0.505σ 1.23σ 1.24σ 1.0σ 0.67σ
TestJump_test_clnlbean_5000 2.07σ 2.27σ 1.21σ
TestJump_test_clnlbean_50000 2.17σ 0.983σ 0.8σ
TestJump_test_facility_25 1.43σ 1.26σ 1.94σ 0.911σ 0.821σ
TestJump_test_facility_5 1.88σ 1.84σ 1.58σ 1.68σ 1.09σ
TestJump_test_facility_quicksum_25 1.75σ 0.92σ 0.64σ 0.461σ 0.428σ
TestJump_test_facility_quicksum_5 1.99σ 1.26σ 0.0265σ 1.46σ 0.92σ
TestJump_test_lqcp_10 1.59σ 1.28σ 1.68σ 1.48σ 1.65σ
TestJump_test_lqcp_500 0.604σ 1.29σ 1.57σ 0.404σ 0.502σ
TestJump_test_lqcp_quicksum_10 1.8σ 1.98σ 0.933σ 1.97σ 1.74σ
TestJump_test_lqcp_quicksum_500 0.765σ 1.35σ 1.03σ 0.457σ 0.531σ
TestJump_test_opf_662 0.508σ 1.86σ 0.646σ
TestJump_test_opf_6620 0.823σ 1.67σ 0.472σ
TestJump_test_opf_quicksum_662 0.497σ 1.95σ 0.699σ
TestJump_test_opf_quicksum_6620 1.25σ 1.43σ 0.449σ
TestDevel_test_issue_691 1.31σ 1.16σ 1.78σ 1.89σ 0.301σ
TestModels_test_dcopf_case2383wp 0.324σ 0.599σ 0.777σ 0.489σ 0.144σ
TestModels_test_uc_20140901_expected 0.793σ 1.34σ 1.96σ 0.642σ 0.85σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 1.47σ 0.528σ 0.794σ
TestMisc_test_bilinear_100 0.539σ 0.968σ 1.44σ 1.39σ 1.25σ
TestMisc_test_bilinear_100000 1.13σ 0.0158σ 0.263σ 0.264σ 0.358σ
TestMisc_test_bilinear_nlcontext_100 0.779σ 1.96σ 1.51σ 1.85σ 1.63σ
TestMisc_test_bilinear_nlcontext_100000 1.0σ 0.196σ 0.289σ 0.821σ 0.726σ
TestMisc_test_diag_quicksum_100 1.2σ 1.47σ 2.77σ 1.01σ 2.43σ
TestMisc_test_diag_quicksum_100000 1.81σ 0.981σ 1.92σ 1.9σ 0.695σ
TestMisc_test_diag_sum_100 1.29σ 2.32σ 0.21σ 1.88σ 0.787σ
TestMisc_test_diag_sum_100000 1.66σ 0.866σ 1.04σ 0.542σ 1.11σ
TestMisc_test_pmedian_quicksum_test4 1.83σ 1.2σ 1.87σ 1.83σ 0.949σ
TestMisc_test_pmedian_quicksum_test8 0.221σ 1.13σ 0.606σ 0.545σ 0.613σ
TestMisc_test_pmedian_sum_test4 0.936σ 0.0773σ 0.0474σ 1.45σ 1.38σ
TestMisc_test_pmedian_sum_test8 0.467σ 1.02σ 1.51σ 0.158σ 0.759σ
TestMisc_test_pmedian_tuple_test4 1.31σ 0.837σ 0.0995σ 1.03σ 0.942σ
TestMisc_test_pmedian_tuple_test8 0.0429σ 0.813σ 1.02σ 0.908σ 0.253σ
TestJump_test_clnlbean_5000 0.449σ 0.959σ 0.247σ
TestJump_test_clnlbean_50000 0.784σ 0.784σ 0.106σ
TestJump_test_facility_25 0.436σ 0.235σ 0.374σ 0.932σ 1.72σ
TestJump_test_facility_5 0.81σ 0.531σ 0.944σ 1.18σ 0.865σ
TestJump_test_facility_quicksum_25 0.911σ 0.767σ 0.773σ 1.14σ 0.327σ
TestJump_test_facility_quicksum_5 1.17σ 0.12σ 1.67σ 1.17σ 0.901σ
TestJump_test_lqcp_10 0.879σ 2.1σ 1.71σ 1.32σ 0.699σ
TestJump_test_lqcp_500 0.317σ 0.339σ 1.2σ 0.777σ 0.59σ
TestJump_test_lqcp_quicksum_10 1.09σ 2.14σ 1.53σ 1.74σ 1.38σ
TestJump_test_lqcp_quicksum_500 0.347σ 0.699σ 1.64σ 0.469σ 0.301σ
TestJump_test_opf_662 1.07σ 1.73σ 0.29σ
TestJump_test_opf_6620 0.337σ 1.33σ 0.159σ
TestJump_test_opf_quicksum_662 1.19σ 1.42σ 0.353σ
TestJump_test_opf_quicksum_6620 0.365σ 0.77σ 0.254σ
TestDevel_test_issue_691 0.00803σ 0.162σ 0.63σ 1.28σ 0.963σ
TestModels_test_dcopf_case2383wp 0.679σ 0.151σ 1.38σ 0.95σ 0.272σ
TestModels_test_uc_20140901_expected 0.924σ 0.925σ 1.55σ 0.183σ 0.641σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.212σ 1.03σ 0.687σ
TestMisc_test_bilinear_100 0.548σ 1.83σ 1.98σ 1.57σ 1.35σ
TestMisc_test_bilinear_100000 0.827σ 0.827σ 0.265σ 0.166σ 0.21σ
TestMisc_test_bilinear_nlcontext_100 1.29σ 1.62σ 2.2σ 1.74σ 1.96σ
TestMisc_test_bilinear_nlcontext_100000 0.66σ 0.56σ 0.364σ 0.436σ 0.73σ
TestMisc_test_diag_quicksum_100 1.45σ 1.51σ 1.25σ 1.16σ 1.86σ
TestMisc_test_diag_quicksum_100000 0.543σ 0.115σ 0.31σ 0.543σ 0.388σ
TestMisc_test_diag_sum_100 1.28σ 1.7σ 1.65σ 1.99σ 1.82σ
TestMisc_test_diag_sum_100000 0.0356σ 0.121σ 0.267σ 0.171σ 0.267σ
TestMisc_test_pmedian_quicksum_test4 1.26σ 1.11σ 0.972σ 0.909σ 0.361σ
TestMisc_test_pmedian_quicksum_test8 0.489σ 0.646σ 0.339σ 0.368σ 0.295σ
TestMisc_test_pmedian_sum_test4 1.25σ 1.15σ 1.48σ 1.0σ 1.18σ
TestMisc_test_pmedian_sum_test8 0.399σ 0.247σ 0.634σ 0.174σ 0.6σ
TestMisc_test_pmedian_tuple_test4 0.886σ 1.16σ 1.09σ 0.779σ 0.726σ
TestMisc_test_pmedian_tuple_test8 0.7σ 0.327σ 0.152σ 0.255σ 0.00958σ
TestJump_test_clnlbean_5000 0.611σ 0.987σ 1.07σ
TestJump_test_clnlbean_50000 1.76σ 0.811σ 0.0427σ
TestJump_test_facility_25 0.797σ 0.543σ 1.2σ 0.286σ 0.131σ
TestJump_test_facility_5 0.69σ 0.981σ 1.11σ 0.466σ 0.297σ
TestJump_test_facility_quicksum_25 1.05σ 0.641σ 0.898σ 0.186σ 0.189σ
TestJump_test_facility_quicksum_5 0.907σ 0.743σ 0.695σ 0.327σ 0.0895σ
TestJump_test_lqcp_10 1.63σ 0.527σ 0.458σ 0.37σ 0.308σ
TestJump_test_lqcp_500 0.437σ 0.821σ 0.539σ 0.184σ 0.0206σ
TestJump_test_lqcp_quicksum_10 0.488σ -0.0283σ 0.282σ 0.32σ -0.022σ
TestJump_test_lqcp_quicksum_500 0.665σ 0.669σ 0.757σ 0.321σ 0.279σ
TestJump_test_opf_662 1.14σ 0.678σ 0.252σ
TestJump_test_opf_6620 1.06σ 0.589σ 0.148σ
TestJump_test_opf_quicksum_662 1.17σ 0.177σ 0.102σ
TestJump_test_opf_quicksum_6620 0.727σ 0.512σ 0.174σ
TestDevel_test_issue_691 0.202σ 0.125σ 0.332σ 0.366σ 0.681σ
TestModels_test_dcopf_case2383wp 0.477σ 1.15σ 0.937σ 0.449σ 0.27σ
TestModels_test_uc_20140901_expected 1.48σ 0.694σ 0.329σ 0.504σ 0.386σ