Image

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-19-2026 15:39

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 1.63σ 0.711σ 0.132σ
TestMisc_test_bilinear_100 1.21σ 1.07σ 1.4σ 1.12σ 1.09σ
TestMisc_test_bilinear_100000 0.693σ 0.154σ 0.0449σ 0.605σ 0.599σ
TestMisc_test_bilinear_nlcontext_100 1.26σ 1.04σ 0.861σ 0.792σ 0.395σ
TestMisc_test_bilinear_nlcontext_100000 0.284σ 0.399σ 0.98σ 0.552σ 0.514σ
TestMisc_test_diag_quicksum_100 1.09σ 0.666σ 0.836σ 0.294σ 0.839σ
TestMisc_test_diag_quicksum_100000 0.452σ 0.588σ 1.06σ 0.843σ 1.25σ
TestMisc_test_diag_sum_100 0.854σ 0.903σ 1.33σ 0.981σ 1.06σ
TestMisc_test_diag_sum_100000 0.732σ 0.788σ 0.949σ 1.1σ 1.05σ
TestMisc_test_pmedian_quicksum_test4 0.55σ 0.631σ 1.72σ 0.434σ 1.36σ
TestMisc_test_pmedian_quicksum_test8 0.925σ 0.897σ 0.855σ 0.74σ 0.811σ
TestMisc_test_pmedian_sum_test4 0.659σ 0.851σ 0.942σ 0.852σ 1.02σ
TestMisc_test_pmedian_sum_test8 0.72σ 0.741σ 0.909σ 0.759σ 0.841σ
TestMisc_test_pmedian_tuple_test4 1.11σ 1.04σ 0.836σ 0.878σ 0.841σ
TestMisc_test_pmedian_tuple_test8 0.724σ 0.71σ 0.813σ 0.828σ 0.841σ
TestJump_test_clnlbean_5000 0.829σ 0.824σ 0.786σ
TestJump_test_clnlbean_50000 0.78σ 0.732σ 0.731σ
TestJump_test_facility_25 0.754σ 0.82σ 0.813σ 0.813σ 0.758σ
TestJump_test_facility_5 1.26σ 1.17σ 0.938σ 0.924σ 0.785σ
TestJump_test_facility_quicksum_25 0.733σ 0.743σ 0.775σ 0.77σ 0.761σ
TestJump_test_facility_quicksum_5 0.749σ 0.986σ 0.788σ 0.816σ 0.737σ
TestJump_test_lqcp_10 0.62σ 0.778σ 0.888σ 0.942σ 0.835σ
TestJump_test_lqcp_500 0.323σ 0.079σ 0.843σ 0.766σ 0.802σ
TestJump_test_lqcp_quicksum_10 1.15σ 0.902σ 0.889σ 0.969σ 0.976σ
TestJump_test_lqcp_quicksum_500 0.927σ 0.789σ 0.857σ 0.952σ 0.788σ
TestJump_test_opf_662 1.23σ 0.834σ 0.747σ
TestJump_test_opf_6620 1.35σ 0.728σ 0.754σ
TestJump_test_opf_quicksum_662 1.01σ 0.747σ 0.766σ
TestJump_test_opf_quicksum_6620 1.14σ 0.749σ 0.818σ
TestDevel_test_issue_691 1.22σ 0.574σ 0.943σ 0.875σ 0.901σ
TestModels_test_dcopf_case2383wp 1.12σ 0.806σ 0.828σ 0.568σ 0.918σ
TestModels_test_uc_20140901_expected 0.767σ 0.783σ 0.804σ 0.791σ 0.831σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.135σ 0.0557σ 0.0422σ
TestMisc_test_bilinear_100 0.102σ 0.158σ 0.111σ 0.227σ 0.16σ
TestMisc_test_bilinear_100000 0.263σ 0.0675σ 0.0364σ 0.0161σ 0.0733σ
TestMisc_test_bilinear_nlcontext_100 0.52σ 0.171σ 0.0138σ 0.148σ 0.283σ
TestMisc_test_bilinear_nlcontext_100000 0.182σ 0.107σ 0.243σ 0.0896σ 0.158σ
TestMisc_test_diag_quicksum_100 0.74σ 0.35σ 0.463σ 0.323σ 0.587σ
TestMisc_test_diag_quicksum_100000 0.0701σ 0.0292σ 0.166σ 0.131σ 0.101σ
TestMisc_test_diag_sum_100 0.322σ 0.289σ 0.205σ 0.191σ 0.208σ
TestMisc_test_diag_sum_100000 0.0299σ 0.0127σ 0.0592σ 0.23σ 0.154σ
TestMisc_test_pmedian_quicksum_test4 0.282σ 0.174σ 0.127σ 0.156σ 0.11σ
TestMisc_test_pmedian_quicksum_test8 0.632σ 0.0935σ 0.0736σ 0.128σ 0.182σ
TestMisc_test_pmedian_sum_test4 0.189σ 0.147σ 0.0799σ 0.183σ 0.146σ
TestMisc_test_pmedian_sum_test8 0.135σ 0.118σ 0.205σ 0.0532σ 0.0563σ
TestMisc_test_pmedian_tuple_test4 0.161σ 0.0416σ -0.0299σ 0.153σ 0.0729σ
TestMisc_test_pmedian_tuple_test8 0.146σ -0.0257σ 0.0608σ 0.0912σ 0.0779σ
TestJump_test_clnlbean_5000 0.104σ 0.0979σ 0.101σ
TestJump_test_clnlbean_50000 0.0624σ 0.0237σ 0.054σ
TestJump_test_facility_25 0.0318σ 0.0452σ 0.00898σ 0.141σ 0.174σ
TestJump_test_facility_5 0.229σ 0.151σ 0.0673σ 0.0632σ 0.21σ
TestJump_test_facility_quicksum_25 0.231σ 0.207σ 0.168σ 0.0819σ 0.126σ
TestJump_test_facility_quicksum_5 0.144σ 0.0917σ 0.0625σ 0.0253σ 0.121σ
TestJump_test_lqcp_10 0.305σ 0.00254σ 0.0582σ 0.0167σ 0.159σ
TestJump_test_lqcp_500 0.113σ 0.179σ 0.0269σ 0.00231σ 0.144σ
TestJump_test_lqcp_quicksum_10 0.709σ 0.487σ 0.243σ 0.298σ 0.245σ
TestJump_test_lqcp_quicksum_500 0.105σ 0.208σ 0.0577σ -0.0116σ 0.0874σ
TestJump_test_opf_662 0.171σ 0.0368σ 0.0662σ
TestJump_test_opf_6620 0.493σ 0.0284σ 0.052σ
TestJump_test_opf_quicksum_662 0.124σ 0.0452σ 0.0482σ
TestJump_test_opf_quicksum_6620 0.0432σ 0.023σ 0.0714σ
TestDevel_test_issue_691 0.478σ 0.0949σ 0.0816σ 0.303σ 0.291σ
TestModels_test_dcopf_case2383wp 0.733σ 0.203σ 0.0173σ 0.119σ 0.261σ
TestModels_test_uc_20140901_expected 0.276σ 0.0726σ 0.0244σ -0.0675σ 0.101σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.144σ 0.305σ 0.389σ
TestMisc_test_bilinear_100 0.265σ 0.196σ 0.244σ 0.452σ 0.43σ
TestMisc_test_bilinear_100000 0.892σ 0.144σ 0.101σ 0.271σ 0.196σ
TestMisc_test_bilinear_nlcontext_100 0.374σ 0.379σ 0.171σ 0.209σ 0.144σ
TestMisc_test_bilinear_nlcontext_100000 0.155σ 0.06σ 0.175σ 0.222σ 0.101σ
TestMisc_test_diag_quicksum_100 0.485σ 0.349σ 0.282σ 0.514σ 0.29σ
TestMisc_test_diag_quicksum_100000 0.45σ 0.431σ 0.317σ 0.215σ 0.203σ
TestMisc_test_diag_sum_100 0.14σ 0.201σ 0.229σ 0.153σ 0.32σ
TestMisc_test_diag_sum_100000 0.099σ 0.223σ 0.237σ 0.0975σ 0.0883σ
TestMisc_test_pmedian_quicksum_test4 0.126σ 0.238σ 0.297σ 0.175σ 0.242σ
TestMisc_test_pmedian_quicksum_test8 0.132σ 0.302σ 0.314σ 0.151σ 0.215σ
TestMisc_test_pmedian_sum_test4 0.13σ 0.153σ 0.313σ 0.181σ 0.198σ
TestMisc_test_pmedian_sum_test8 0.0496σ 0.404σ 0.37σ 0.273σ 0.222σ
TestMisc_test_pmedian_tuple_test4 0.054σ 0.265σ 0.419σ 0.297σ 0.254σ
TestMisc_test_pmedian_tuple_test8 0.0697σ 0.269σ 0.307σ 0.177σ 0.218σ
TestJump_test_clnlbean_5000 0.0316σ 0.197σ 0.0906σ
TestJump_test_clnlbean_50000 0.0628σ 0.11σ 0.138σ
TestJump_test_facility_25 0.0725σ 0.139σ 0.142σ 0.257σ 0.219σ
TestJump_test_facility_5 0.161σ 0.301σ 0.182σ 0.375σ 0.145σ
TestJump_test_facility_quicksum_25 0.119σ 0.208σ 0.174σ 0.207σ 0.161σ
TestJump_test_facility_quicksum_5 0.142σ 0.262σ 0.102σ 0.268σ 0.165σ
TestJump_test_lqcp_10 0.448σ 0.23σ 0.211σ 0.373σ 0.183σ
TestJump_test_lqcp_500 0.0376σ 0.199σ 0.288σ 0.145σ 0.156σ
TestJump_test_lqcp_quicksum_10 0.803σ 0.233σ 0.212σ 0.136σ 0.219σ
TestJump_test_lqcp_quicksum_500 0.00237σ 0.184σ 0.236σ 0.232σ 0.149σ
TestJump_test_opf_662 0.237σ 0.0703σ 0.195σ
TestJump_test_opf_6620 0.0465σ 0.021σ 0.0955σ
TestJump_test_opf_quicksum_662 0.213σ 0.039σ 0.163σ
TestJump_test_opf_quicksum_6620 -0.0218σ 0.0537σ 0.185σ
TestDevel_test_issue_691 0.885σ 0.246σ 0.234σ 0.349σ 0.217σ
TestModels_test_dcopf_case2383wp 0.49σ 0.19σ 0.3σ 0.211σ 0.0902σ
TestModels_test_uc_20140901_expected 0.119σ 0.25σ 0.196σ 0.209σ 0.166σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.16σ 0.496σ 0.373σ
TestMisc_test_bilinear_100 0.509σ 0.557σ 0.677σ 0.288σ 0.497σ
TestMisc_test_bilinear_100000 0.731σ 0.22σ 0.259σ 0.2σ 0.181σ
TestMisc_test_bilinear_nlcontext_100 0.739σ 0.873σ 0.197σ 0.264σ 0.792σ
TestMisc_test_bilinear_nlcontext_100000 0.346σ 0.222σ 0.218σ 0.134σ 0.201σ
TestMisc_test_diag_quicksum_100 0.664σ 0.823σ 0.0858σ 0.196σ 0.174σ
TestMisc_test_diag_quicksum_100000 0.229σ 0.0673σ 0.195σ 0.0592σ -0.00641σ
TestMisc_test_diag_sum_100 0.231σ 0.257σ 0.327σ 0.199σ 0.385σ
TestMisc_test_diag_sum_100000 0.349σ 0.138σ 0.195σ 0.154σ -0.00667σ
TestMisc_test_pmedian_quicksum_test4 0.166σ 0.175σ 0.243σ 0.281σ 0.0447σ
TestMisc_test_pmedian_quicksum_test8 0.192σ 0.228σ 0.188σ 0.0883σ -0.051σ
TestMisc_test_pmedian_sum_test4 -0.0926σ 0.199σ 0.234σ 0.157σ -0.0554σ
TestMisc_test_pmedian_sum_test8 0.0871σ 0.308σ 0.279σ 0.0638σ -0.16σ
TestMisc_test_pmedian_tuple_test4 0.0702σ 0.205σ 0.164σ 0.0926σ -0.0445σ
TestMisc_test_pmedian_tuple_test8 0.377σ 0.402σ 0.0604σ 0.165σ -0.0682σ
TestJump_test_clnlbean_5000 0.102σ 0.0451σ 0.32σ
TestJump_test_clnlbean_50000 0.0638σ 0.0874σ 0.254σ
TestJump_test_facility_25 0.012σ 0.0298σ -0.0847σ 0.00894σ 0.0477σ
TestJump_test_facility_5 -0.0408σ -0.178σ -0.106σ 0.122σ 0.00586σ
TestJump_test_facility_quicksum_25 -0.00591σ 0.0614σ -0.101σ 0.0624σ 0.0508σ
TestJump_test_facility_quicksum_5 -0.0218σ 0.0507σ -0.147σ 0.0167σ -0.015σ
TestJump_test_lqcp_10 0.174σ 0.38σ 0.153σ 0.119σ 0.228σ
TestJump_test_lqcp_500 0.206σ 0.113σ 0.0317σ 0.0819σ 0.183σ
TestJump_test_lqcp_quicksum_10 0.247σ 0.331σ -0.0642σ 0.1σ 0.0247σ
TestJump_test_lqcp_quicksum_500 0.177σ 0.102σ 0.0393σ 0.174σ 0.205σ
TestJump_test_opf_662 0.0759σ -0.107σ 0.313σ
TestJump_test_opf_6620 0.114σ -0.0101σ 0.126σ
TestJump_test_opf_quicksum_662 0.265σ -0.0807σ 0.141σ
TestJump_test_opf_quicksum_6620 0.165σ -0.0283σ 0.225σ
TestDevel_test_issue_691 0.606σ 0.242σ 0.115σ 0.232σ 0.0832σ
TestModels_test_dcopf_case2383wp 0.537σ -0.0801σ -0.0986σ 0.0244σ 0.0621σ
TestModels_test_uc_20140901_expected -0.192σ 0.0348σ -0.146σ 0.0137σ -0.0877σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.0253σ 0.0275σ 0.199σ
TestMisc_test_bilinear_100 0.186σ 0.204σ 0.402σ -0.0476σ -0.141σ
TestMisc_test_bilinear_100000 0.403σ 0.161σ 0.0916σ 0.0155σ 0.00444σ
TestMisc_test_bilinear_nlcontext_100 0.734σ 0.476σ 0.709σ 0.228σ 0.258σ
TestMisc_test_bilinear_nlcontext_100000 0.51σ 0.164σ 0.0918σ -0.0057σ -0.00763σ
TestMisc_test_diag_quicksum_100 0.411σ 0.276σ 0.0996σ 0.134σ 0.091σ
TestMisc_test_diag_quicksum_100000 0.00288σ -0.0777σ -0.044σ 0.011σ 0.0847σ
TestMisc_test_diag_sum_100 0.183σ 0.129σ 0.213σ 0.116σ -0.148σ
TestMisc_test_diag_sum_100000 -0.00494σ 0.0076σ -0.0701σ 0.00937σ 0.176σ
TestMisc_test_pmedian_quicksum_test4 0.14σ 0.0998σ -0.0524σ 0.114σ 0.0126σ
TestMisc_test_pmedian_quicksum_test8 0.0959σ -0.0382σ -0.0516σ -0.0478σ 0.0671σ
TestMisc_test_pmedian_sum_test4 0.23σ 0.0675σ 0.00363σ 0.0715σ 0.0616σ
TestMisc_test_pmedian_sum_test8 0.149σ -0.0302σ -0.0401σ -0.0589σ 0.0456σ
TestMisc_test_pmedian_tuple_test4 0.162σ 0.0606σ -0.00713σ -0.0143σ 0.00191σ
TestMisc_test_pmedian_tuple_test8 0.113σ -0.0396σ -0.0653σ 0.0134σ 0.0622σ
TestJump_test_clnlbean_5000 0.119σ 0.0849σ 0.0261σ
TestJump_test_clnlbean_50000 0.0359σ 0.0347σ 0.00708σ
TestJump_test_facility_25 0.374σ 0.134σ -0.083σ -0.0157σ 0.0623σ
TestJump_test_facility_5 0.339σ 0.0948σ 0.0259σ 0.107σ 0.0808σ
TestJump_test_facility_quicksum_25 0.352σ 0.0364σ -0.0269σ -0.0324σ 0.0341σ
TestJump_test_facility_quicksum_5 0.229σ -0.00444σ -0.0486σ -0.0229σ 0.0086σ
TestJump_test_lqcp_10 0.161σ 0.142σ -0.098σ -0.0284σ 0.0173σ
TestJump_test_lqcp_500 0.0575σ 0.0536σ -0.0921σ -0.041σ 0.00606σ
TestJump_test_lqcp_quicksum_10 0.0824σ -0.0875σ -0.226σ -0.113σ -0.0355σ
TestJump_test_lqcp_quicksum_500 0.064σ -0.0216σ -0.0321σ -0.0953σ 0.0265σ
TestJump_test_opf_662 0.121σ 0.013σ 0.0165σ
TestJump_test_opf_6620 0.0144σ 0.0381σ 0.0298σ
TestJump_test_opf_quicksum_662 0.103σ 0.104σ 0.0839σ
TestJump_test_opf_quicksum_6620 -0.0823σ 0.151σ 0.0208σ
TestDevel_test_issue_691 0.00313σ 0.0432σ 0.0495σ 0.0848σ -0.0747σ
TestModels_test_dcopf_case2383wp 0.133σ -0.0175σ -0.00707σ 0.0171σ 0.239σ
TestModels_test_uc_20140901_expected 0.0644σ -0.0136σ -0.0206σ -0.0783σ 0.0426σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.402σ 1.09σ 0.377σ
TestMisc_test_bilinear_100 0.793σ 0.338σ 0.363σ 0.829σ 0.948σ
TestMisc_test_bilinear_100000 0.58σ 0.693σ 0.345σ 1.56σ 1.33σ
TestMisc_test_bilinear_nlcontext_100 1.16σ 0.745σ 0.941σ 0.86σ 0.841σ
TestMisc_test_bilinear_nlcontext_100000 0.387σ 0.964σ 1.08σ 1.37σ 1.16σ
TestMisc_test_diag_quicksum_100 1.15σ 1.61σ 1.4σ 0.707σ 0.895σ
TestMisc_test_diag_quicksum_100000 1.25σ 0.751σ 0.777σ 0.492σ 0.0999σ
TestMisc_test_diag_sum_100 1.06σ 0.815σ 0.953σ 0.0142σ 0.571σ
TestMisc_test_diag_sum_100000 1.1σ 0.118σ 0.476σ 0.513σ 1.08σ
TestMisc_test_pmedian_quicksum_test4 1.43σ 1.32σ 1.34σ 1.12σ 0.0912σ
TestMisc_test_pmedian_quicksum_test8 1.55σ 0.479σ 0.823σ 0.574σ 1.21σ
TestMisc_test_pmedian_sum_test4 0.634σ 0.286σ 0.411σ 0.464σ 0.619σ
TestMisc_test_pmedian_sum_test8 1.31σ 0.103σ 0.496σ 0.267σ 0.457σ
TestMisc_test_pmedian_tuple_test4 0.47σ 1.57σ 0.793σ 0.572σ 0.487σ
TestMisc_test_pmedian_tuple_test8 1.32σ 0.517σ 0.729σ 0.00272σ 0.142σ
TestJump_test_clnlbean_5000 0.585σ 0.634σ 0.691σ
TestJump_test_clnlbean_50000 1.16σ 0.857σ 0.651σ
TestJump_test_facility_25 0.242σ 1.83σ 1.0σ 0.712σ 0.196σ
TestJump_test_facility_5 0.427σ 1.14σ 0.756σ 0.509σ 1.12σ
TestJump_test_facility_quicksum_25 0.275σ 1.26σ 0.495σ 0.296σ 1.27σ
TestJump_test_facility_quicksum_5 0.987σ 1.03σ 0.309σ 0.657σ 1.15σ
TestJump_test_lqcp_10 0.492σ 0.559σ 0.163σ 0.732σ 0.681σ
TestJump_test_lqcp_500 0.936σ 0.472σ 0.929σ 0.954σ 1.75σ
TestJump_test_lqcp_quicksum_10 0.898σ 1.05σ 0.532σ 0.506σ 0.514σ
TestJump_test_lqcp_quicksum_500 1.27σ 1.15σ 0.765σ 0.673σ 1.41σ
TestJump_test_opf_662 0.946σ 0.338σ 1.1σ
TestJump_test_opf_6620 0.336σ 0.405σ 1.4σ
TestJump_test_opf_quicksum_662 1.2σ 1.44σ 0.945σ
TestJump_test_opf_quicksum_6620 0.884σ 1.35σ 1.09σ
TestDevel_test_issue_691 0.656σ 1.2σ 0.922σ 0.118σ 0.776σ
TestModels_test_dcopf_case2383wp 1.46σ 0.788σ 0.887σ 0.392σ 0.858σ
TestModels_test_uc_20140901_expected 0.932σ 1.34σ 1.03σ 0.338σ 0.65σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.406σ 0.148σ 0.114σ
TestMisc_test_bilinear_100 0.251σ 0.183σ 0.0986σ 0.126σ 0.407σ
TestMisc_test_bilinear_100000 0.363σ 0.146σ 0.0533σ 0.0591σ -0.00718σ
TestMisc_test_bilinear_nlcontext_100 0.0677σ 0.221σ 0.387σ 0.388σ 0.194σ
TestMisc_test_bilinear_nlcontext_100000 0.377σ 0.192σ 0.102σ 0.0202σ 0.0164σ
TestMisc_test_diag_quicksum_100 0.43σ 0.182σ 0.2σ 0.234σ 0.302σ
TestMisc_test_diag_quicksum_100000 0.393σ 0.0335σ 0.0495σ 0.000197σ 0.0708σ
TestMisc_test_diag_sum_100 0.249σ 0.253σ 0.221σ 0.215σ 0.259σ
TestMisc_test_diag_sum_100000 0.0611σ 0.0163σ 0.0711σ 0.0496σ 0.0922σ
TestMisc_test_pmedian_quicksum_test4 0.0468σ -0.0117σ 0.00768σ 0.0756σ 0.0405σ
TestMisc_test_pmedian_quicksum_test8 0.0416σ -0.0486σ 0.102σ 0.178σ 0.145σ
TestMisc_test_pmedian_sum_test4 0.149σ 0.403σ 0.0313σ 0.0801σ 0.337σ
TestMisc_test_pmedian_sum_test8 0.0766σ 0.143σ 0.0456σ 0.209σ 0.168σ
TestMisc_test_pmedian_tuple_test4 0.184σ 0.049σ -0.00106σ 0.154σ 0.143σ
TestMisc_test_pmedian_tuple_test8 0.453σ 0.0222σ 0.1σ 0.191σ 0.122σ
TestJump_test_clnlbean_5000 0.179σ 0.0347σ 0.0933σ
TestJump_test_clnlbean_50000 0.216σ 0.0351σ 0.0387σ
TestJump_test_facility_25 0.121σ 0.0747σ 0.00723σ 0.0242σ 0.0772σ
TestJump_test_facility_5 0.299σ 0.0454σ 0.225σ 0.0619σ 0.149σ
TestJump_test_facility_quicksum_25 0.063σ 0.074σ -0.00867σ 0.0599σ 0.087σ
TestJump_test_facility_quicksum_5 0.209σ 0.0264σ 0.0735σ 0.128σ 0.107σ
TestJump_test_lqcp_10 0.382σ 0.134σ 0.173σ 0.339σ 0.0902σ
TestJump_test_lqcp_500 0.148σ 0.149σ -0.0173σ 0.0438σ -0.0047σ
TestJump_test_lqcp_quicksum_10 0.396σ 0.3σ 0.248σ 0.121σ -0.00139σ
TestJump_test_lqcp_quicksum_500 0.257σ 0.105σ -0.035σ 0.0863σ -0.0123σ
TestJump_test_opf_662 0.0808σ 0.0685σ 0.00646σ
TestJump_test_opf_6620 0.357σ 0.122σ -0.0145σ
TestJump_test_opf_quicksum_662 0.185σ 0.167σ 0.0776σ
TestJump_test_opf_quicksum_6620 0.365σ 0.106σ 0.0691σ
TestDevel_test_issue_691 0.339σ 0.365σ 0.078σ 0.324σ 0.165σ
TestModels_test_dcopf_case2383wp 0.387σ 0.0746σ 0.0166σ 0.225σ 0.0544σ
TestModels_test_uc_20140901_expected 0.404σ 0.0302σ 0.0168σ 0.0474σ 0.0396σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.153σ 0.123σ 0.0851σ
TestMisc_test_bilinear_100 0.191σ 0.0698σ 0.0927σ 0.152σ 0.109σ
TestMisc_test_bilinear_100000 0.106σ 0.232σ 0.144σ 0.173σ 0.155σ
TestMisc_test_bilinear_nlcontext_100 0.412σ 0.0708σ 0.115σ 0.13σ 0.237σ
TestMisc_test_bilinear_nlcontext_100000 0.328σ 0.377σ 0.147σ 0.274σ 0.294σ
TestMisc_test_diag_quicksum_100 0.42σ 0.426σ 0.17σ 0.225σ 0.122σ
TestMisc_test_diag_quicksum_100000 0.0621σ 0.304σ 0.369σ 0.204σ 0.222σ
TestMisc_test_diag_sum_100 0.514σ 0.338σ 0.178σ 0.231σ 0.259σ
TestMisc_test_diag_sum_100000 0.054σ 0.153σ 0.408σ 0.325σ 0.343σ
TestMisc_test_pmedian_quicksum_test4 0.0483σ 0.228σ 0.0887σ 0.0681σ 0.111σ
TestMisc_test_pmedian_quicksum_test8 0.0663σ 0.257σ 0.466σ 0.16σ 0.293σ
TestMisc_test_pmedian_sum_test4 0.221σ 0.0896σ 0.0839σ 0.127σ 0.401σ
TestMisc_test_pmedian_sum_test8 0.117σ 0.357σ 0.249σ 0.0841σ 0.3σ
TestMisc_test_pmedian_tuple_test4 0.0948σ 0.108σ 0.138σ 1.03σ 0.261σ
TestMisc_test_pmedian_tuple_test8 0.118σ 0.303σ 0.445σ 0.164σ 0.336σ
TestJump_test_clnlbean_5000 0.19σ 0.176σ 0.208σ
TestJump_test_clnlbean_50000 0.346σ 0.297σ 0.28σ
TestJump_test_facility_25 0.194σ 0.278σ 0.128σ 0.284σ 0.265σ
TestJump_test_facility_5 0.204σ 0.152σ 0.192σ 0.359σ 0.182σ
TestJump_test_facility_quicksum_25 0.146σ 0.27σ 0.273σ 0.4σ 0.281σ
TestJump_test_facility_quicksum_5 0.107σ 0.188σ 0.153σ 0.43σ 0.16σ
TestJump_test_lqcp_10 0.27σ 0.37σ 0.271σ 0.315σ 0.156σ
TestJump_test_lqcp_500 0.0773σ 0.119σ 0.324σ 0.312σ 0.206σ
TestJump_test_lqcp_quicksum_10 0.0714σ 0.202σ 0.114σ 0.335σ 0.116σ
TestJump_test_lqcp_quicksum_500 0.0175σ 0.0891σ 0.279σ 0.106σ 0.072σ
TestJump_test_opf_662 0.052σ 0.0763σ 0.175σ
TestJump_test_opf_6620 0.0287σ 0.0622σ 0.261σ
TestJump_test_opf_quicksum_662 0.106σ 0.0827σ 0.298σ
TestJump_test_opf_quicksum_6620 0.0549σ 0.1σ 0.21σ
TestDevel_test_issue_691 0.0324σ 0.00209σ 0.0181σ 0.105σ 0.0875σ
TestModels_test_dcopf_case2383wp -0.0164σ 0.165σ 0.227σ 0.327σ 0.219σ
TestModels_test_uc_20140901_expected 0.219σ 0.247σ 0.188σ 0.427σ 0.269σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.225σ 0.175σ 0.247σ
TestMisc_test_bilinear_100 0.369σ 0.856σ 1.15σ 0.765σ 0.328σ
TestMisc_test_bilinear_100000 0.384σ 0.302σ 0.667σ 0.188σ 0.379σ
TestMisc_test_bilinear_nlcontext_100 0.73σ 0.499σ 0.832σ 0.343σ 0.436σ
TestMisc_test_bilinear_nlcontext_100000 0.12σ 0.595σ 0.647σ 0.158σ 0.367σ
TestMisc_test_diag_quicksum_100 0.328σ 0.982σ 0.431σ 0.245σ 0.346σ
TestMisc_test_diag_quicksum_100000 0.834σ 0.145σ 0.429σ 0.183σ 0.372σ
TestMisc_test_diag_sum_100 0.203σ 0.0362σ 0.178σ 0.192σ 0.253σ
TestMisc_test_diag_sum_100000 0.0973σ 0.252σ 0.34σ 0.0916σ 0.247σ
TestMisc_test_pmedian_quicksum_test4 0.0714σ 0.2σ 0.118σ 0.142σ 0.463σ
TestMisc_test_pmedian_quicksum_test8 0.0361σ 0.177σ 0.227σ 0.0735σ 0.396σ
TestMisc_test_pmedian_sum_test4 0.0792σ 0.233σ 0.0906σ 0.249σ 0.358σ
TestMisc_test_pmedian_sum_test8 0.19σ 0.393σ 0.228σ 0.191σ 0.41σ
TestMisc_test_pmedian_tuple_test4 0.196σ 0.306σ 0.027σ 0.183σ 0.271σ
TestMisc_test_pmedian_tuple_test8 0.0908σ 0.278σ 0.151σ 0.163σ 0.382σ
TestJump_test_clnlbean_5000 0.424σ 0.126σ 0.301σ
TestJump_test_clnlbean_50000 0.514σ 0.252σ 0.207σ
TestJump_test_facility_25 0.44σ 0.153σ -0.00303σ 0.274σ 0.045σ
TestJump_test_facility_5 0.151σ 0.172σ -0.00561σ 0.151σ -0.0154σ
TestJump_test_facility_quicksum_25 0.433σ 0.108σ 0.0298σ 0.071σ 0.037σ
TestJump_test_facility_quicksum_5 0.125σ 0.018σ -0.0212σ 0.106σ 0.0232σ
TestJump_test_lqcp_10 0.218σ 0.0622σ 0.164σ 0.284σ 0.0449σ
TestJump_test_lqcp_500 0.546σ 0.126σ -0.0219σ -0.00266σ -0.00368σ
TestJump_test_lqcp_quicksum_10 0.34σ 0.365σ 0.296σ 0.26σ -0.0209σ
TestJump_test_lqcp_quicksum_500 0.547σ 0.127σ 0.0793σ 0.104σ 0.00643σ
TestJump_test_opf_662 0.355σ 0.185σ 0.187σ
TestJump_test_opf_6620 0.247σ 0.138σ 0.151σ
TestJump_test_opf_quicksum_662 0.222σ 0.157σ 0.139σ
TestJump_test_opf_quicksum_6620 0.199σ 0.118σ 0.11σ
TestDevel_test_issue_691 0.174σ 0.0271σ -0.0329σ 0.168σ 0.33σ
TestModels_test_dcopf_case2383wp 0.438σ 0.0674σ 0.0503σ 0.205σ 0.168σ
TestModels_test_uc_20140901_expected 0.0437σ 0.36σ 0.141σ 0.255σ 0.114σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 0.951σ 0.328σ 0.0809σ
TestMisc_test_bilinear_100 0.224σ 0.476σ 0.209σ -0.169σ 0.394σ
TestMisc_test_bilinear_100000 0.0577σ 0.0323σ 0.0517σ 0.201σ 0.257σ
TestMisc_test_bilinear_nlcontext_100 0.582σ 0.654σ 0.318σ 0.179σ 0.0773σ
TestMisc_test_bilinear_nlcontext_100000 0.739σ 0.0767σ 0.0262σ 0.0916σ 0.177σ
TestMisc_test_diag_quicksum_100 1.09σ 0.48σ 0.36σ 0.126σ 0.326σ
TestMisc_test_diag_quicksum_100000 0.155σ 0.193σ -0.0537σ -0.0206σ 0.0818σ
TestMisc_test_diag_sum_100 0.0512σ -0.0413σ -0.0576σ 0.0611σ 0.13σ
TestMisc_test_diag_sum_100000 0.0879σ 0.185σ -0.00758σ 0.000432σ -0.00701σ
TestMisc_test_pmedian_quicksum_test4 0.596σ 0.137σ 0.0778σ 0.152σ 0.0672σ
TestMisc_test_pmedian_quicksum_test8 0.322σ 0.0162σ -0.0135σ 0.0749σ 0.0259σ
TestMisc_test_pmedian_sum_test4 0.369σ 0.063σ 0.232σ 0.134σ 0.0545σ
TestMisc_test_pmedian_sum_test8 0.239σ 0.00431σ 0.0823σ 0.0752σ 0.0679σ
TestMisc_test_pmedian_tuple_test4 0.319σ 0.149σ -0.00726σ 0.153σ -0.0146σ
TestMisc_test_pmedian_tuple_test8 0.194σ -0.0607σ -0.00483σ 0.0252σ 0.0494σ
TestJump_test_clnlbean_5000 0.28σ 0.0304σ 0.0798σ
TestJump_test_clnlbean_50000 0.13σ -0.0229σ 0.0778σ
TestJump_test_facility_25 0.265σ -0.0127σ 0.0635σ 0.0455σ 0.0522σ
TestJump_test_facility_5 0.305σ 0.029σ 0.0811σ 0.545σ 0.236σ
TestJump_test_facility_quicksum_25 0.181σ 0.0295σ 0.102σ 0.118σ 0.0815σ
TestJump_test_facility_quicksum_5 0.343σ 0.0984σ 0.111σ 0.0867σ 0.0183σ
TestJump_test_lqcp_10 0.286σ 0.182σ 0.146σ 0.0796σ 0.264σ
TestJump_test_lqcp_500 0.0534σ -0.00667σ 0.042σ 0.149σ 0.16σ
TestJump_test_lqcp_quicksum_10 0.294σ 0.165σ 0.159σ 0.235σ 0.323σ
TestJump_test_lqcp_quicksum_500 0.0781σ 0.0481σ 0.0204σ 0.0953σ 0.151σ
TestJump_test_opf_662 0.23σ 0.0206σ 0.216σ
TestJump_test_opf_6620 0.299σ 0.0515σ 0.171σ
TestJump_test_opf_quicksum_662 0.0732σ 0.12σ 0.177σ
TestJump_test_opf_quicksum_6620 0.0578σ 0.0348σ 0.352σ
TestDevel_test_issue_691 0.00389σ 0.101σ 0.103σ 0.116σ 0.116σ
TestModels_test_dcopf_case2383wp 0.0501σ 0.0872σ 0.0657σ 0.0428σ 0.18σ
TestModels_test_uc_20140901_expected 0.134σ 0.00766σ 0.0803σ 0.114σ 0.0558σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 1.58σ 1.29σ 1.21σ
TestMisc_test_bilinear_100 0.367σ 1.69σ 1.63σ 1.54σ 1.62σ
TestMisc_test_bilinear_100000 1.69σ 1.63σ 0.667σ 0.769σ 0.384σ
TestMisc_test_bilinear_nlcontext_100 0.316σ 0.235σ 0.431σ 0.592σ 0.523σ
TestMisc_test_bilinear_nlcontext_100000 1.13σ 0.294σ 1.73σ 1.99σ 1.78σ
TestMisc_test_diag_quicksum_100 1.24σ 1.06σ 1.06σ 0.411σ 0.715σ
TestMisc_test_diag_quicksum_100000 1.38σ 1.44σ 1.55σ 0.733σ 0.424σ
TestMisc_test_diag_sum_100 0.976σ 0.956σ 1.36σ 1.76σ 1.69σ
TestMisc_test_diag_sum_100000 1.4σ 1.56σ 1.85σ 1.67σ 1.61σ
TestMisc_test_pmedian_quicksum_test4 1.76σ 1.73σ 0.935σ 1.51σ 1.53σ
TestMisc_test_pmedian_quicksum_test8 0.896σ 0.813σ 0.585σ 0.993σ 0.886σ
TestMisc_test_pmedian_sum_test4 2.22σ 1.95σ 1.58σ 1.32σ 1.66σ
TestMisc_test_pmedian_sum_test8 2.05σ 0.215σ 0.106σ 0.604σ 1.28σ
TestMisc_test_pmedian_tuple_test4 2.04σ 1.58σ 1.42σ 1.38σ 1.71σ
TestMisc_test_pmedian_tuple_test8 0.47σ 1.06σ 0.502σ 0.453σ 0.447σ
TestJump_test_clnlbean_5000 0.296σ 0.106σ 0.471σ
TestJump_test_clnlbean_50000 0.971σ 0.245σ 0.119σ
TestJump_test_facility_25 0.236σ 0.64σ 0.883σ 0.358σ 0.488σ
TestJump_test_facility_5 1.9σ 1.05σ 1.82σ 1.06σ 0.713σ
TestJump_test_facility_quicksum_25 1.84σ 1.15σ 0.447σ 1.78σ 0.0496σ
TestJump_test_facility_quicksum_5 0.279σ 0.425σ 0.408σ 0.308σ 0.254σ
TestJump_test_lqcp_10 0.773σ 1.38σ 0.606σ 0.923σ 0.603σ
TestJump_test_lqcp_500 0.637σ 0.62σ 0.671σ 0.933σ 0.703σ
TestJump_test_lqcp_quicksum_10 1.42σ 0.946σ 1.08σ 1.58σ 1.68σ
TestJump_test_lqcp_quicksum_500 0.894σ 0.246σ 0.384σ 0.711σ 0.287σ
TestJump_test_opf_662 0.186σ 0.357σ 0.399σ
TestJump_test_opf_6620 0.454σ 0.227σ 0.803σ
TestJump_test_opf_quicksum_662 0.254σ 0.333σ 0.248σ
TestJump_test_opf_quicksum_6620 0.508σ 0.491σ 0.805σ
TestDevel_test_issue_691 0.95σ 1.16σ 1.16σ 0.469σ 0.644σ
TestModels_test_dcopf_case2383wp 0.559σ 0.737σ 0.683σ 0.948σ 0.627σ
TestModels_test_uc_20140901_expected 0.446σ 0.334σ 0.114σ 0.531σ 0.365σ

Problem\Measure create_instance discretize postprocessing nl lp bar gams
TestStochPDEgas_test_stochpdegas_automatic 1.08σ 0.436σ 1.49σ
TestMisc_test_bilinear_100 0.788σ 2.61σ 1.44σ 1.8σ 1.59σ
TestMisc_test_bilinear_100000 0.411σ 0.34σ 0.677σ 0.169σ 0.226σ
TestMisc_test_bilinear_nlcontext_100 1.74σ 1.78σ 1.86σ 1.25σ 1.9σ
TestMisc_test_bilinear_nlcontext_100000 0.619σ 0.305σ 0.185σ 0.0759σ 0.64σ
TestMisc_test_diag_quicksum_100 1.76σ 1.77σ 1.27σ 2.11σ 1.87σ
TestMisc_test_diag_quicksum_100000 0.291σ 0.121σ 0.158σ 0.714σ 0.567σ
TestMisc_test_diag_sum_100 1.41σ 1.89σ 1.12σ 1.84σ 1.32σ
TestMisc_test_diag_sum_100000 0.226σ 0.524σ 0.103σ 0.0837σ 0.337σ
TestMisc_test_pmedian_quicksum_test4 0.842σ 1.2σ 0.637σ 0.344σ 0.441σ
TestMisc_test_pmedian_quicksum_test8 0.206σ 0.201σ 0.423σ 0.286σ 0.243σ
TestMisc_test_pmedian_sum_test4 0.889σ 1.3σ 0.778σ 0.889σ 0.611σ
TestMisc_test_pmedian_sum_test8 0.245σ 0.0819σ 0.284σ 0.347σ 0.157σ
TestMisc_test_pmedian_tuple_test4 1.37σ 0.871σ 0.0411σ 1.03σ 0.249σ
TestMisc_test_pmedian_tuple_test8 0.148σ 0.21σ 0.413σ 0.172σ 0.4σ
TestJump_test_clnlbean_5000 0.178σ 0.989σ 0.986σ
TestJump_test_clnlbean_50000 0.646σ 1.54σ 0.337σ
TestJump_test_facility_25 0.313σ 1.73σ 0.223σ 0.162σ 0.0905σ
TestJump_test_facility_5 0.0961σ 0.236σ 0.253σ 0.127σ 0.271σ
TestJump_test_facility_quicksum_25 0.0656σ 1.38σ 0.412σ 0.164σ 0.802σ
TestJump_test_facility_quicksum_5 0.541σ 0.995σ 1.29σ 0.589σ 0.841σ
TestJump_test_lqcp_10 0.925σ 1.31σ 1.77σ 1.54σ 1.58σ
TestJump_test_lqcp_500 0.712σ 0.962σ 0.59σ 0.137σ 0.501σ
TestJump_test_lqcp_quicksum_10 0.169σ 1.35σ 1.47σ 1.5σ 0.732σ
TestJump_test_lqcp_quicksum_500 0.37σ 0.953σ 1.06σ 0.237σ 0.532σ
TestJump_test_opf_662 0.325σ 0.814σ 1.06σ
TestJump_test_opf_6620 0.669σ 0.952σ 0.241σ
TestJump_test_opf_quicksum_662 0.538σ 0.819σ 1.43σ
TestJump_test_opf_quicksum_6620 1.33σ 0.114σ 0.232σ
TestDevel_test_issue_691 0.255σ 0.0537σ 0.0236σ 0.0598σ 0.087σ
TestModels_test_dcopf_case2383wp 1.34σ 1.49σ 1.76σ 1.57σ 0.645σ
TestModels_test_uc_20140901_expected 0.511σ 1.26σ 0.855σ 1.06σ 0.726σ