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: Jul-03-2025 00:09

Performance Degradation Alert
Combination "Python = python-cython-3.10, Problem = TestJump_test_opf_quicksum_6620, Measure = create_instance" is 0.2139s (3.074σ) above the average run time.
Performance Degradation Alert
Combination "Python = python-3.12, Problem = TestJump_test_opf_quicksum_6620, Measure = create_instance" is 0.1961s (2.617σ) above the average run time.
Performance Degradation Alert
Combination "Python = python-cython-3.10, Problem = TestJump_test_opf_6620, Measure = create_instance" is 0.1816s (2.786σ) above the average run time.

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.318σ 0.947σ 0.145σ
TestMisc_test_bilinear_100 0.686σ 1.09σ 1.02σ 1.34σ 1.06σ
TestMisc_test_bilinear_100000 2.1σ 0.12σ 0.0724σ 0.225σ 1.65σ
TestMisc_test_bilinear_nlcontext_100 0.855σ 2.15σ 2.25σ 1.53σ 1.95σ
TestMisc_test_bilinear_nlcontext_100000 2.39σ 0.134σ 0.157σ 0.899σ 0.518σ
TestMisc_test_diag_quicksum_100 1.03σ 2.18σ 2.2σ 1.91σ 1.69σ
TestMisc_test_diag_quicksum_100000 0.363σ 0.715σ 0.906σ 0.125σ 0.159σ
TestMisc_test_diag_sum_100 0.49σ 0.969σ 0.726σ 0.695σ 0.723σ
TestMisc_test_diag_sum_100000 0.203σ 0.604σ 0.243σ 0.0483σ 0.0877σ
TestMisc_test_pmedian_quicksum_test4 1.35σ 2.65σ 2.68σ 2.47σ 1.18σ
TestMisc_test_pmedian_quicksum_test8 0.317σ 0.487σ 0.879σ 0.44σ 0.354σ
TestMisc_test_pmedian_sum_test4 0.156σ 0.315σ 0.318σ 0.164σ 0.172σ
TestMisc_test_pmedian_sum_test8 0.175σ 0.545σ 0.695σ 0.592σ 0.421σ
TestMisc_test_pmedian_tuple_test4 1.77σ 2.14σ 2.71σ 0.591σ 1.9σ
TestMisc_test_pmedian_tuple_test8 0.398σ 0.681σ 0.764σ 0.45σ 0.341σ
TestJump_test_clnlbean_5000 0.153σ 0.735σ 0.606σ
TestJump_test_clnlbean_50000 0.507σ 0.584σ 0.6σ
TestJump_test_facility_25 0.248σ 0.413σ 0.541σ 1.79σ 0.734σ
TestJump_test_facility_5 0.17σ 0.737σ 0.684σ 0.57σ 0.423σ
TestJump_test_facility_quicksum_25 0.27σ 0.37σ 0.318σ 1.38σ 0.551σ
TestJump_test_facility_quicksum_5 0.112σ 0.27σ 0.349σ 0.739σ 0.832σ
TestJump_test_lqcp_10 0.575σ 1.27σ 0.663σ 0.842σ 0.499σ
TestJump_test_lqcp_500 1.4σ 0.772σ 0.699σ 1.42σ 1.2σ
TestJump_test_lqcp_quicksum_10 0.293σ 1.9σ 1.34σ 1.25σ 0.785σ
TestJump_test_lqcp_quicksum_500 1.15σ 0.763σ 0.58σ 1.1σ 0.801σ
TestJump_test_opf_662 1.74σ 0.288σ 0.562σ
TestJump_test_opf_6620 2.39σ 0.584σ 0.689σ
TestJump_test_opf_quicksum_662 2.53σ 0.783σ 1.34σ
TestJump_test_opf_quicksum_6620 2.1σ 0.701σ 0.896σ
TestDevel_test_issue_691 0.0259σ 0.0736σ 0.0835σ 0.104σ 0.0901σ
TestModels_test_dcopf_case2383wp 0.638σ 0.275σ 1.03σ 1.6σ 1.73σ
TestModels_test_uc_20140901_expected 0.306σ 0.45σ 0.571σ 1.04σ 0.796σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.789σ 1.98σ 0.259σ
TestMisc_test_bilinear_100 1.19σ 1.92σ 2.28σ 1.67σ 1.85σ
TestMisc_test_bilinear_100000 2.23σ 0.0286σ 0.0743σ 0.155σ 0.265σ
TestMisc_test_bilinear_nlcontext_100 1.08σ 2.15σ 2.05σ 1.42σ 1.25σ
TestMisc_test_bilinear_nlcontext_100000 2.61σ 0.0769σ 0.0592σ 0.11σ 0.32σ
TestMisc_test_diag_quicksum_100 0.999σ 2.18σ 2.54σ 1.99σ 1.32σ
TestMisc_test_diag_quicksum_100000 0.252σ 0.256σ -0.00462σ 0.15σ 0.00245σ
TestMisc_test_diag_sum_100 1.09σ 2.18σ 2.06σ 2.11σ 1.52σ
TestMisc_test_diag_sum_100000 0.00749σ 0.294σ -0.0296σ 0.106σ -0.0136σ
TestMisc_test_pmedian_quicksum_test4 0.69σ 0.733σ 0.188σ 0.426σ 0.343σ
TestMisc_test_pmedian_quicksum_test8 0.522σ 0.324σ 0.0299σ 0.19σ 0.0497σ
TestMisc_test_pmedian_sum_test4 1.0σ 0.497σ 0.12σ 0.764σ 0.49σ
TestMisc_test_pmedian_sum_test8 0.0474σ 0.197σ 0.0552σ 0.321σ 0.126σ
TestMisc_test_pmedian_tuple_test4 0.321σ 0.528σ 0.442σ 0.32σ 0.273σ
TestMisc_test_pmedian_tuple_test8 0.214σ 0.42σ 0.199σ 0.591σ 0.145σ
TestJump_test_clnlbean_5000 0.135σ 0.164σ 0.225σ
TestJump_test_clnlbean_50000 0.328σ 0.262σ 0.224σ
TestJump_test_facility_25 0.265σ 0.13σ 0.179σ 0.629σ 0.337σ
TestJump_test_facility_5 0.0791σ 0.453σ 0.353σ 0.235σ 0.624σ
TestJump_test_facility_quicksum_25 0.398σ 0.345σ 0.133σ 0.668σ 0.305σ
TestJump_test_facility_quicksum_5 0.252σ 0.541σ 0.361σ 0.401σ 0.966σ
TestJump_test_lqcp_10 0.509σ 1.32σ 1.91σ 1.48σ 1.37σ
TestJump_test_lqcp_500 1.61σ 0.106σ 0.457σ 0.411σ 0.759σ
TestJump_test_lqcp_quicksum_10 0.183σ 0.921σ 1.2σ 1.04σ 0.995σ
TestJump_test_lqcp_quicksum_500 1.25σ 0.202σ 0.264σ 0.592σ 0.453σ
TestJump_test_opf_662 2.58σ 0.066σ 0.166σ
TestJump_test_opf_6620 2.05σ 0.0471σ 0.436σ
TestJump_test_opf_quicksum_662 1.72σ 0.0289σ 0.149σ
TestJump_test_opf_quicksum_6620 2.24σ 0.0775σ 0.292σ
TestDevel_test_issue_691 0.0144σ 0.0247σ 0.0595σ 0.0692σ 0.155σ
TestModels_test_dcopf_case2383wp 0.343σ 0.101σ 0.0327σ 0.0649σ 0.0465σ
TestModels_test_uc_20140901_expected 0.205σ 0.212σ 0.113σ 0.205σ 0.371σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.529σ 1.68σ 0.301σ
TestMisc_test_bilinear_100 0.607σ 1.68σ 2.13σ 1.12σ 1.22σ
TestMisc_test_bilinear_100000 2.04σ 0.236σ 1.51σ 0.0396σ 0.0237σ
TestMisc_test_bilinear_nlcontext_100 0.36σ 0.857σ 0.96σ 1.2σ 1.08σ
TestMisc_test_bilinear_nlcontext_100000 2.45σ 0.103σ 0.211σ 0.539σ 0.0547σ
TestMisc_test_diag_quicksum_100 0.558σ 1.29σ 1.3σ 1.37σ 0.937σ
TestMisc_test_diag_quicksum_100000 0.547σ 0.578σ 0.11σ 0.364σ 0.126σ
TestMisc_test_diag_sum_100 1.37σ 1.84σ 2.03σ 1.96σ 1.62σ
TestMisc_test_diag_sum_100000 0.136σ 0.0506σ -0.00586σ 0.0453σ 0.0759σ
TestMisc_test_pmedian_quicksum_test4 0.128σ 0.0926σ 0.0448σ 0.0707σ 0.0304σ
TestMisc_test_pmedian_quicksum_test8 0.151σ 0.663σ 0.151σ 0.132σ 0.059σ
TestMisc_test_pmedian_sum_test4 1.44σ 0.71σ 0.113σ 0.103σ 0.0311σ
TestMisc_test_pmedian_sum_test8 0.0911σ 0.0539σ 0.268σ 0.292σ 0.059σ
TestMisc_test_pmedian_tuple_test4 0.114σ 0.777σ 0.0873σ 0.129σ 0.0841σ
TestMisc_test_pmedian_tuple_test8 0.268σ 0.276σ 0.0843σ 0.225σ 0.0808σ
TestJump_test_clnlbean_5000 0.398σ 0.76σ 0.456σ
TestJump_test_clnlbean_50000 0.325σ 0.159σ 0.191σ
TestJump_test_facility_25 0.373σ 0.0288σ 0.0551σ 1.14σ 0.375σ
TestJump_test_facility_5 0.24σ 0.261σ 0.301σ 0.197σ 0.29σ
TestJump_test_facility_quicksum_25 0.298σ 0.0795σ 0.34σ 1.13σ 0.796σ
TestJump_test_facility_quicksum_5 0.42σ 0.42σ 0.484σ 0.312σ 0.557σ
TestJump_test_lqcp_10 0.578σ 1.62σ 1.15σ 1.08σ 0.793σ
TestJump_test_lqcp_500 0.542σ 0.174σ 0.0842σ 0.0272σ 0.655σ
TestJump_test_lqcp_quicksum_10 1.71σ 1.89σ 0.976σ 1.6σ 0.967σ
TestJump_test_lqcp_quicksum_500 0.436σ 0.142σ 0.12σ 0.0626σ 0.499σ
TestJump_test_opf_662 2.45σ 2.3σ 0.397σ
TestJump_test_opf_6620 1.55σ 0.253σ 0.162σ
TestJump_test_opf_quicksum_662 1.78σ 0.455σ 0.886σ
TestJump_test_opf_quicksum_6620 2.62σ 0.121σ 0.453σ
TestDevel_test_issue_691 0.865σ 0.126σ 0.0209σ 0.00606σ 0.0162σ
TestModels_test_dcopf_case2383wp 0.451σ 0.097σ 0.113σ 0.201σ 1.11σ
TestModels_test_uc_20140901_expected 0.284σ 0.194σ 0.0336σ -0.0163σ 0.197σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.273σ 0.125σ 0.0185σ
TestMisc_test_bilinear_100 0.709σ 1.31σ 0.874σ 1.17σ 1.12σ
TestMisc_test_bilinear_100000 1.43σ 0.204σ 0.253σ 0.618σ 0.471σ
TestMisc_test_bilinear_nlcontext_100 1.06σ 2.34σ 2.54σ 2.65σ 2.15σ
TestMisc_test_bilinear_nlcontext_100000 2.76σ 1.74σ 0.512σ 0.267σ 1.27σ
TestMisc_test_diag_quicksum_100 2.66σ 2.43σ 2.28σ 1.49σ 1.37σ
TestMisc_test_diag_quicksum_100000 2.36σ 1.28σ 0.508σ 0.179σ 0.31σ
TestMisc_test_diag_sum_100 1.33σ 2.11σ 2.21σ 1.87σ 2.28σ
TestMisc_test_diag_sum_100000 1.24σ 0.11σ 0.25σ 0.0168σ 0.0496σ
TestMisc_test_pmedian_quicksum_test4 0.227σ 0.231σ 0.237σ 0.127σ 0.0919σ
TestMisc_test_pmedian_quicksum_test8 0.175σ 0.45σ 0.636σ 0.258σ 0.367σ
TestMisc_test_pmedian_sum_test4 0.0375σ 0.0615σ 0.0913σ 0.0539σ 0.0302σ
TestMisc_test_pmedian_sum_test8 0.0771σ 0.664σ 0.229σ 0.437σ 0.23σ
TestMisc_test_pmedian_tuple_test4 0.104σ 0.0604σ 0.114σ 0.0643σ 0.161σ
TestMisc_test_pmedian_tuple_test8 0.182σ 0.847σ 0.383σ 0.269σ 0.221σ
TestJump_test_clnlbean_5000 0.0449σ 0.473σ 0.152σ
TestJump_test_clnlbean_50000 0.191σ 0.27σ 0.234σ
TestJump_test_facility_25 0.193σ 0.174σ 0.43σ 1.72σ 0.304σ
TestJump_test_facility_5 0.0892σ 0.129σ 0.2σ 0.334σ 0.166σ
TestJump_test_facility_quicksum_25 0.311σ 0.338σ 0.234σ 1.2σ 0.136σ
TestJump_test_facility_quicksum_5 0.0781σ 0.267σ 0.145σ 0.199σ 0.122σ
TestJump_test_lqcp_10 0.221σ 0.614σ 0.521σ 0.479σ 0.335σ
TestJump_test_lqcp_500 1.18σ 0.123σ 0.2σ 0.391σ 0.532σ
TestJump_test_lqcp_quicksum_10 0.192σ 0.431σ 0.269σ 0.923σ 0.247σ
TestJump_test_lqcp_quicksum_500 1.22σ 0.119σ 0.206σ 0.395σ 0.569σ
TestJump_test_opf_662 0.114σ 0.155σ 0.227σ
TestJump_test_opf_6620 1.73σ 0.122σ 0.391σ
TestJump_test_opf_quicksum_662 0.355σ 1.56σ 2.15σ
TestJump_test_opf_quicksum_6620 2.83σ 0.158σ 0.236σ
TestDevel_test_issue_691 0.0233σ 0.096σ 0.222σ 0.0601σ 0.216σ
TestModels_test_dcopf_case2383wp 1.24σ 0.231σ 0.223σ 0.196σ 0.253σ
TestModels_test_uc_20140901_expected 0.493σ 0.467σ 0.134σ 0.804σ 0.493σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.305σ 0.142σ 0.333σ
TestMisc_test_bilinear_100 1.4σ 1.97σ 1.68σ 1.83σ 0.951σ
TestMisc_test_bilinear_100000 1.29σ 0.404σ 0.0915σ 0.282σ 0.035σ
TestMisc_test_bilinear_nlcontext_100 0.369σ 1.63σ 1.9σ 0.538σ 1.04σ
TestMisc_test_bilinear_nlcontext_100000 0.133σ 0.113σ 0.249σ 0.111σ 0.026σ
TestMisc_test_diag_quicksum_100 0.549σ 1.95σ 0.978σ 0.764σ 0.877σ
TestMisc_test_diag_quicksum_100000 0.259σ 0.0874σ 0.0505σ 0.0144σ -0.00266σ
TestMisc_test_diag_sum_100 0.538σ 1.78σ 1.95σ 1.98σ 1.7σ
TestMisc_test_diag_sum_100000 0.576σ 0.0379σ -0.026σ -0.00297σ -0.149σ
TestMisc_test_pmedian_quicksum_test4 0.288σ 0.0494σ -0.0632σ 0.0453σ -0.00907σ
TestMisc_test_pmedian_quicksum_test8 0.468σ 0.318σ -0.0151σ 0.0907σ -0.0114σ
TestMisc_test_pmedian_sum_test4 0.586σ 0.0748σ -0.0146σ 0.256σ 0.117σ
TestMisc_test_pmedian_sum_test8 0.259σ 0.106σ 0.18σ 0.179σ -0.0198σ
TestMisc_test_pmedian_tuple_test4 0.266σ 0.161σ 0.124σ 0.0981σ 0.0343σ
TestMisc_test_pmedian_tuple_test8 0.281σ 0.14σ 0.174σ 0.226σ -0.0469σ
TestJump_test_clnlbean_5000 0.2σ -0.02σ 0.0283σ
TestJump_test_clnlbean_50000 0.157σ 0.0327σ -0.0312σ
TestJump_test_facility_25 0.28σ 0.0575σ 0.167σ 0.172σ -0.0014σ
TestJump_test_facility_5 0.0784σ 0.0451σ 0.233σ 0.123σ 0.0691σ
TestJump_test_facility_quicksum_25 0.207σ 0.148σ 0.203σ 0.191σ 0.123σ
TestJump_test_facility_quicksum_5 0.323σ 0.124σ 0.348σ 0.567σ 0.0221σ
TestJump_test_lqcp_10 0.244σ 0.874σ 0.937σ 1.17σ 0.449σ
TestJump_test_lqcp_500 0.679σ 0.147σ 0.339σ 0.196σ 0.194σ
TestJump_test_lqcp_quicksum_10 -0.0111σ 0.515σ 1.19σ 0.48σ 0.409σ
TestJump_test_lqcp_quicksum_500 0.283σ 0.115σ 0.253σ 0.182σ 0.143σ
TestJump_test_opf_662 0.3σ 0.405σ -0.0459σ
TestJump_test_opf_6620 0.79σ 0.0807σ 0.0935σ
TestJump_test_opf_quicksum_662 0.0691σ 0.213σ 0.129σ
TestJump_test_opf_quicksum_6620 0.249σ 0.201σ 0.00278σ
TestDevel_test_issue_691 0.201σ 0.171σ 0.306σ 0.0733σ 0.134σ
TestModels_test_dcopf_case2383wp 0.17σ 0.0555σ 0.0694σ 0.0728σ 0.198σ
TestModels_test_uc_20140901_expected 0.146σ 0.0846σ 0.0552σ 0.381σ 0.0631σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic -0.0267σ 1.51σ 0.207σ
TestMisc_test_bilinear_100 1.05σ 2.03σ 2.44σ 1.21σ 1.51σ
TestMisc_test_bilinear_100000 2.83σ 0.366σ 0.225σ 0.00911σ 0.121σ
TestMisc_test_bilinear_nlcontext_100 0.916σ 2.05σ 2.57σ 1.84σ 1.96σ
TestMisc_test_bilinear_nlcontext_100000 1.82σ 0.315σ 1.4σ 0.0361σ 0.107σ
TestMisc_test_diag_quicksum_100 0.961σ 2.11σ 1.89σ 1.58σ 1.74σ
TestMisc_test_diag_quicksum_100000 0.372σ 0.216σ 2.06σ 0.388σ 0.389σ
TestMisc_test_diag_sum_100 0.671σ 2.61σ 1.94σ 2.34σ 2.15σ
TestMisc_test_diag_sum_100000 1.23σ 0.219σ 0.281σ 0.145σ 0.335σ
TestMisc_test_pmedian_quicksum_test4 0.122σ 0.185σ 0.31σ 0.0751σ 0.379σ
TestMisc_test_pmedian_quicksum_test8 1.13σ 0.604σ 0.628σ 0.0821σ 0.338σ
TestMisc_test_pmedian_sum_test4 0.101σ 0.215σ 0.275σ 0.052σ 0.219σ
TestMisc_test_pmedian_sum_test8 0.162σ 0.282σ 0.315σ 0.119σ 0.264σ
TestMisc_test_pmedian_tuple_test4 0.948σ 1.81σ 1.68σ 0.27σ 0.579σ
TestMisc_test_pmedian_tuple_test8 0.458σ 0.409σ 0.463σ 0.0651σ 0.219σ
TestJump_test_clnlbean_5000 0.194σ 0.221σ 0.263σ
TestJump_test_clnlbean_50000 2.2σ 0.521σ 0.157σ
TestJump_test_facility_25 0.419σ 0.23σ 0.177σ 0.289σ 0.267σ
TestJump_test_facility_5 2.0σ 2.28σ 2.17σ 0.721σ 0.543σ
TestJump_test_facility_quicksum_25 1.97σ 0.859σ 0.302σ 0.887σ 0.346σ
TestJump_test_facility_quicksum_5 0.49σ 0.691σ 0.674σ 0.214σ 0.267σ
TestJump_test_lqcp_10 0.332σ 1.9σ 1.52σ 0.537σ 1.15σ
TestJump_test_lqcp_500 0.573σ 0.822σ 0.663σ 0.0497σ 0.441σ
TestJump_test_lqcp_quicksum_10 0.301σ 1.68σ 0.848σ 0.85σ 0.674σ
TestJump_test_lqcp_quicksum_500 0.662σ 0.871σ 0.382σ 0.138σ 0.35σ
TestJump_test_opf_662 2.15σ 1.31σ 0.494σ
TestJump_test_opf_6620 2.79σ 0.154σ 0.189σ
TestJump_test_opf_quicksum_662 3.03σ 1.82σ 0.641σ
TestJump_test_opf_quicksum_6620 3.07σ 0.48σ 0.288σ
TestDevel_test_issue_691 0.0372σ 0.0402σ 0.0338σ 0.0347σ 0.038σ
TestModels_test_dcopf_case2383wp 0.439σ 0.193σ 0.203σ 0.052σ 0.103σ
TestModels_test_uc_20140901_expected 0.511σ 0.362σ 0.306σ 0.532σ 0.369σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.97σ 1.05σ 0.0807σ
TestMisc_test_bilinear_100 0.351σ 1.56σ 1.23σ 1.18σ 1.47σ
TestMisc_test_bilinear_100000 2.82σ 0.0598σ 0.0664σ 0.43σ 0.0557σ
TestMisc_test_bilinear_nlcontext_100 0.66σ 1.63σ 1.74σ 1.08σ 0.863σ
TestMisc_test_bilinear_nlcontext_100000 2.69σ 0.0706σ 0.00614σ 0.194σ 0.139σ
TestMisc_test_diag_quicksum_100 0.545σ 1.91σ 1.7σ 1.03σ 0.704σ
TestMisc_test_diag_quicksum_100000 0.631σ 1.35σ 0.182σ 0.204σ 0.0816σ
TestMisc_test_diag_sum_100 0.253σ 0.882σ 1.51σ 0.772σ 1.01σ
TestMisc_test_diag_sum_100000 0.636σ 1.01σ 1.28σ 0.412σ 0.118σ
TestMisc_test_pmedian_quicksum_test4 0.513σ 0.783σ 0.489σ 0.133σ 0.152σ
TestMisc_test_pmedian_quicksum_test8 0.706σ 0.444σ 0.346σ 0.11σ 0.0648σ
TestMisc_test_pmedian_sum_test4 0.0636σ 0.17σ 0.153σ 0.00909σ 0.0693σ
TestMisc_test_pmedian_sum_test8 0.0588σ 0.577σ 0.375σ 0.0309σ 0.0722σ
TestMisc_test_pmedian_tuple_test4 0.0958σ 0.128σ 0.0885σ 0.0377σ 0.0442σ
TestMisc_test_pmedian_tuple_test8 0.0641σ 0.311σ 0.227σ 0.0297σ 0.0869σ
TestJump_test_clnlbean_5000 0.153σ 0.274σ 0.178σ
TestJump_test_clnlbean_50000 0.0894σ 0.0741σ 0.0628σ
TestJump_test_facility_25 0.0543σ 1.04σ 0.464σ 0.389σ 0.198σ
TestJump_test_facility_5 0.287σ 0.668σ 0.651σ 0.513σ 0.216σ
TestJump_test_facility_quicksum_25 0.171σ 0.232σ 0.583σ 0.691σ 0.129σ
TestJump_test_facility_quicksum_5 0.0495σ 0.163σ 0.172σ 0.136σ 0.0999σ
TestJump_test_lqcp_10 0.194σ 0.725σ 0.804σ 0.413σ 0.164σ
TestJump_test_lqcp_500 1.0σ 0.0965σ 0.235σ 0.352σ 0.253σ
TestJump_test_lqcp_quicksum_10 1.15σ 2.0σ 1.78σ 0.672σ 0.377σ
TestJump_test_lqcp_quicksum_500 0.93σ 0.0896σ 0.305σ 0.398σ 0.182σ
TestJump_test_opf_662 3.04σ 0.95σ 0.312σ
TestJump_test_opf_6620 2.51σ 0.0587σ 0.058σ
TestJump_test_opf_quicksum_662 2.62σ 0.0889σ 0.0803σ
TestJump_test_opf_quicksum_6620 2.71σ 0.306σ 0.157σ
TestDevel_test_issue_691 0.284σ 0.0705σ 0.0239σ 0.0395σ 0.0393σ
TestModels_test_dcopf_case2383wp 0.698σ 1.14σ 0.799σ 0.193σ 0.196σ
TestModels_test_uc_20140901_expected 0.341σ 0.117σ 0.35σ 0.104σ 0.28σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.205σ 0.859σ 0.192σ
TestMisc_test_bilinear_100 0.575σ 0.933σ 1.02σ 0.684σ 0.649σ
TestMisc_test_bilinear_100000 1.39σ 0.0835σ 0.108σ 0.107σ 0.0614σ
TestMisc_test_bilinear_nlcontext_100 0.142σ 0.349σ 0.392σ 0.834σ 0.262σ
TestMisc_test_bilinear_nlcontext_100000 1.31σ 0.08σ 0.0671σ 0.0437σ 0.0808σ
TestMisc_test_diag_quicksum_100 0.684σ 1.19σ 1.24σ 1.17σ 0.75σ
TestMisc_test_diag_quicksum_100000 0.342σ 0.161σ 0.0203σ 0.0793σ 0.0564σ
TestMisc_test_diag_sum_100 0.368σ 1.81σ 1.55σ 0.729σ 0.475σ
TestMisc_test_diag_sum_100000 0.305σ 0.438σ 0.0517σ 0.0651σ 0.0358σ
TestMisc_test_pmedian_quicksum_test4 0.133σ 0.137σ 0.123σ 0.0935σ 0.104σ
TestMisc_test_pmedian_quicksum_test8 0.19σ 0.237σ 0.0875σ 0.166σ 0.0933σ
TestMisc_test_pmedian_sum_test4 0.0217σ 0.0931σ 0.0958σ 0.0609σ 0.0897σ
TestMisc_test_pmedian_sum_test8 0.117σ 0.133σ 0.184σ 0.139σ 0.058σ
TestMisc_test_pmedian_tuple_test4 0.445σ 0.493σ 0.129σ 0.115σ 0.142σ
TestMisc_test_pmedian_tuple_test8 0.16σ 0.571σ 0.00252σ 0.105σ 0.0771σ
TestJump_test_clnlbean_5000 0.137σ 0.0223σ 0.124σ
TestJump_test_clnlbean_50000 0.705σ -0.00673σ 0.0934σ
TestJump_test_facility_25 0.165σ 0.0176σ -0.065σ 0.474σ 0.0394σ
TestJump_test_facility_5 0.0423σ 0.075σ 0.0604σ 0.0875σ 0.0403σ
TestJump_test_facility_quicksum_25 0.214σ 0.188σ 0.0858σ 0.373σ 0.0416σ
TestJump_test_facility_quicksum_5 0.0786σ 0.178σ 0.402σ 0.139σ 0.0916σ
TestJump_test_lqcp_10 0.404σ 1.26σ 1.22σ 0.411σ 0.44σ
TestJump_test_lqcp_500 0.999σ 0.0921σ -0.0224σ 0.126σ 0.0448σ
TestJump_test_lqcp_quicksum_10 0.756σ 0.816σ 1.95σ 0.409σ 0.518σ
TestJump_test_lqcp_quicksum_500 1.23σ 0.263σ 0.0823σ 0.0263σ 0.0763σ
TestJump_test_opf_662 3.02σ 1.42σ 0.071σ
TestJump_test_opf_6620 2.63σ 0.0846σ 0.0617σ
TestJump_test_opf_quicksum_662 2.92σ 0.127σ 0.0752σ
TestJump_test_opf_quicksum_6620 3.05σ 0.126σ 0.0311σ
TestDevel_test_issue_691 0.0672σ 0.0633σ 0.0679σ 0.0232σ 0.0219σ
TestModels_test_dcopf_case2383wp 0.288σ 0.0295σ 0.0263σ 0.0999σ 0.0816σ
TestModels_test_uc_20140901_expected 0.222σ 0.0589σ -0.0608σ 0.103σ 0.0644σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.296σ 0.0667σ 0.019σ
TestMisc_test_bilinear_100 0.89σ 0.974σ 0.899σ 0.573σ 0.6σ
TestMisc_test_bilinear_100000 2.33σ 0.249σ 0.11σ 0.0501σ 0.111σ
TestMisc_test_bilinear_nlcontext_100 2.01σ 2.73σ 2.08σ 2.19σ 1.62σ
TestMisc_test_bilinear_nlcontext_100000 2.44σ 0.337σ 0.363σ 0.0467σ 0.11σ
TestMisc_test_diag_quicksum_100 1.62σ 2.61σ 2.63σ 2.09σ 0.986σ
TestMisc_test_diag_quicksum_100000 1.6σ 0.576σ 0.671σ 0.265σ 0.0362σ
TestMisc_test_diag_sum_100 1.35σ 2.66σ 2.72σ 1.25σ 0.82σ
TestMisc_test_diag_sum_100000 2.28σ 0.385σ 0.4σ 0.257σ -0.0179σ
TestMisc_test_pmedian_quicksum_test4 0.205σ 0.284σ 0.157σ 0.0547σ -0.00625σ
TestMisc_test_pmedian_quicksum_test8 0.325σ 0.706σ 0.567σ 0.159σ -0.00491σ
TestMisc_test_pmedian_sum_test4 0.3σ 0.189σ 0.253σ 0.0464σ 0.0021σ
TestMisc_test_pmedian_sum_test8 0.279σ 0.24σ 0.467σ 0.124σ 0.00102σ
TestMisc_test_pmedian_tuple_test4 0.293σ 0.568σ 0.503σ 0.0972σ 0.0131σ
TestMisc_test_pmedian_tuple_test8 0.24σ 0.434σ 0.499σ 0.0998σ -0.0225σ
TestJump_test_clnlbean_5000 0.217σ 0.387σ 0.0769σ
TestJump_test_clnlbean_50000 1.41σ 0.135σ 0.0349σ
TestJump_test_facility_25 0.308σ 0.313σ 0.151σ 0.692σ -0.00758σ
TestJump_test_facility_5 0.126σ 0.391σ 0.45σ 0.119σ -0.00393σ
TestJump_test_facility_quicksum_25 0.383σ 0.152σ 0.14σ 0.858σ 0.00386σ
TestJump_test_facility_quicksum_5 0.0925σ 0.558σ 0.391σ 0.189σ 0.0739σ
TestJump_test_lqcp_10 0.404σ 1.63σ 1.5σ 0.512σ 0.188σ
TestJump_test_lqcp_500 1.97σ 0.315σ 0.176σ 0.143σ 0.0197σ
TestJump_test_lqcp_quicksum_10 1.6σ 1.84σ 1.81σ 1.21σ 0.465σ
TestJump_test_lqcp_quicksum_500 2.86σ 0.204σ 0.101σ 0.126σ 0.0255σ
TestJump_test_opf_662 0.41σ 1.19σ 0.118σ
TestJump_test_opf_6620 2.25σ 0.145σ 0.039σ
TestJump_test_opf_quicksum_662 0.0259σ 0.147σ 0.0186σ
TestJump_test_opf_quicksum_6620 1.14σ 0.222σ 0.0829σ
TestDevel_test_issue_691 0.023σ 0.0509σ 0.207σ 0.0685σ 0.0581σ
TestModels_test_dcopf_case2383wp 0.388σ 0.117σ 0.179σ 0.0883σ 0.026σ
TestModels_test_uc_20140901_expected 0.448σ 0.287σ 0.184σ 0.244σ 0.0264σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.217σ 0.0525σ 0.22σ
TestMisc_test_bilinear_100 1.02σ 0.757σ 1.69σ 0.728σ 0.964σ
TestMisc_test_bilinear_100000 0.759σ 0.0979σ 0.225σ 0.0466σ 0.238σ
TestMisc_test_bilinear_nlcontext_100 0.292σ 0.878σ 0.92σ 0.635σ 0.441σ
TestMisc_test_bilinear_nlcontext_100000 0.474σ 0.174σ 0.575σ 0.107σ 0.256σ
TestMisc_test_diag_quicksum_100 0.909σ 1.01σ 2.1σ 1.44σ 0.762σ
TestMisc_test_diag_quicksum_100000 0.559σ 0.223σ 0.0345σ 0.102σ 0.0921σ
TestMisc_test_diag_sum_100 1.63σ 1.74σ 1.47σ 1.31σ 0.613σ
TestMisc_test_diag_sum_100000 0.575σ 0.153σ 0.0187σ 0.0564σ 0.106σ
TestMisc_test_pmedian_quicksum_test4 0.0576σ 0.129σ 0.0897σ 0.0431σ 0.0693σ
TestMisc_test_pmedian_quicksum_test8 0.16σ 0.298σ 0.146σ 0.355σ 0.235σ
TestMisc_test_pmedian_sum_test4 0.00699σ 0.0678σ 0.0121σ 0.0275σ 0.0551σ
TestMisc_test_pmedian_sum_test8 0.101σ 0.144σ 0.201σ 0.289σ 0.181σ
TestMisc_test_pmedian_tuple_test4 0.141σ 0.0573σ 0.0157σ 0.0846σ 0.182σ
TestMisc_test_pmedian_tuple_test8 0.0739σ 0.204σ 0.166σ 0.201σ 0.287σ
TestJump_test_clnlbean_5000 0.0162σ 0.0522σ 0.0491σ
TestJump_test_clnlbean_50000 0.238σ 0.202σ 0.0682σ
TestJump_test_facility_25 0.061σ 0.145σ 0.584σ 0.354σ 0.251σ
TestJump_test_facility_5 0.0363σ 0.328σ 0.661σ 0.282σ 0.292σ
TestJump_test_facility_quicksum_25 0.072σ 0.255σ 0.244σ 0.181σ 0.235σ
TestJump_test_facility_quicksum_5 0.007σ 0.184σ 0.306σ 0.103σ 0.244σ
TestJump_test_lqcp_10 0.5σ 0.832σ 1.14σ 0.124σ 0.365σ
TestJump_test_lqcp_500 0.439σ 0.369σ 0.39σ 0.106σ 0.301σ
TestJump_test_lqcp_quicksum_10 0.446σ 1.03σ 1.6σ 0.588σ 0.652σ
TestJump_test_lqcp_quicksum_500 0.38σ 0.344σ 0.323σ 0.16σ 0.306σ
TestJump_test_opf_662 0.227σ 0.116σ 0.137σ
TestJump_test_opf_6620 0.417σ 0.142σ 0.205σ
TestJump_test_opf_quicksum_662 1.62σ 0.521σ 0.167σ
TestJump_test_opf_quicksum_6620 0.535σ 0.553σ 0.134σ
TestDevel_test_issue_691 1.01σ 0.179σ 0.0735σ 0.0603σ 0.173σ
TestModels_test_dcopf_case2383wp 1.02σ 1.06σ 0.318σ 0.318σ 0.382σ
TestModels_test_uc_20140901_expected 0.0791σ 0.227σ 0.551σ 0.306σ 0.0961σ