Package evaluation of SearchModels on Julia 1.13.0-DEV.759 (3bb7518b04*) started at 2025-06-19T14:13:35.179 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.28s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [0e966ebe] + SearchModels v0.4.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [34da2185] + Compat v4.16.0 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [ffbed154] + DocStringExtensions v0.9.5 [92d709cd] + IrrationalConstants v0.2.4 [2ab3a3ac] + LogExpFunctions v0.3.29 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.1 [d96e819e] + Parameters v0.12.3 [0e966ebe] + SearchModels v0.4.1 [a2af1166] + SortingAlgorithms v1.2.1 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [3a884ed6] + UnPack v1.0.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [d6f4376e] + Markdown v1.11.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [4536629a] + OpenBLAS_jll v0.3.29+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [8e850b90] + libblastrampoline_jll v5.12.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 1.16s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 20.13s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_0SOsw9/Project.toml` [d96e819e] Parameters v0.12.3 [0e966ebe] SearchModels v0.4.1 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_0SOsw9/Manifest.toml` [34da2185] Compat v4.16.0 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [ffbed154] DocStringExtensions v0.9.5 [92d709cd] IrrationalConstants v0.2.4 [2ab3a3ac] LogExpFunctions v0.3.29 [e1d29d7a] Missings v1.2.0 [bac558e1] OrderedCollections v1.8.1 [d96e819e] Parameters v0.12.3 [0e966ebe] SearchModels v0.4.1 [a2af1166] SortingAlgorithms v1.2.1 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [3a884ed6] UnPack v1.0.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [fa267f1f] TOML v1.0.3 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [4536629a] OpenBLAS_jll v0.3.29+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [8e850b90] libblastrampoline_jll v5.12.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... SearchModels> search params iter=0, initialpopulation=300, maxpopulation=16, bsize=64, mutbsize=32, crossbsize=32 SearchModels iteration 1> population: 16, bsize: 64, queue: 60, observed: 360, best-error: 38004.75619066543 worst-error: 2.7908352736798567e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 59, observed: 419, best-error: 21008.21140923857 worst-error: 174006.59018219833 SearchModels iteration 3> population: 16, bsize: 64, queue: 58, observed: 477, best-error: 12851.81282936271 worst-error: 26695.352975558202 SearchModels iteration 4> population: 16, bsize: 64, queue: 58, observed: 535, best-error: 138.78925727958642 worst-error: 8856.639889143918 SearchModels iteration 5> population: 16, bsize: 64, queue: 57, observed: 592, best-error: 51.058511509572455 worst-error: 1224.6912749057365 SearchModels iteration 6> population: 16, bsize: 64, queue: 59, observed: 651, best-error: 51.058511509572455 worst-error: 160.44470144049365 SearchModels iteration 7> population: 16, bsize: 64, queue: 60, observed: 711, best-error: 51.058511509572455 worst-error: 87.0420175936304 SearchModels iteration 8> population: 16, bsize: 64, queue: 61, observed: 772, best-error: 48.94735845364194 worst-error: 73.73774982644142 SearchModels iteration 9> population: 16, bsize: 64, queue: 60, observed: 832, best-error: 47.896033916706735 worst-error: 60.17484329288129 SearchModels iteration 10> population: 16, bsize: 64, queue: 56, observed: 888, best-error: 47.896033916706735 worst-error: 53.90543794491827 SearchModels iteration 11> population: 16, bsize: 64, queue: 61, observed: 949, best-error: 46.4521603693912 worst-error: 50.352524249666146 SearchModels iteration 12> population: 16, bsize: 64, queue: 57, observed: 1006, best-error: 46.4521603693912 worst-error: 48.90286478874761 SearchModels iteration 13> population: 16, bsize: 64, queue: 59, observed: 1065, best-error: 46.4521603693912 worst-error: 48.0237657984795 SearchModels iteration 14> population: 16, bsize: 64, queue: 61, observed: 1126, best-error: 45.96908844679059 worst-error: 47.40306211346057 SearchModels iteration 15> population: 16, bsize: 64, queue: 59, observed: 1185, best-error: 45.96908844679059 worst-error: 46.819098945165095 SearchModels iteration 16> population: 16, bsize: 64, queue: 56, observed: 1241, best-error: 45.69093421795927 worst-error: 46.4521603693912 SearchModels iteration 17> population: 16, bsize: 64, queue: 56, observed: 1297, best-error: 45.22082190995858 worst-error: 46.06865298725019 SearchModels iteration 18> population: 16, bsize: 64, queue: 58, observed: 1355, best-error: 44.51438741002088 worst-error: 45.87453432739698 SearchModels iteration 19> population: 16, bsize: 64, queue: 59, observed: 1414, best-error: 44.51438741002088 worst-error: 45.48486528050946 SearchModels iteration 20> population: 16, bsize: 64, queue: 59, observed: 1473, best-error: 44.51438741002088 worst-error: 45.182613663070356 SearchModels iteration 21> population: 16, bsize: 64, queue: 62, observed: 1535, best-error: 44.51438741002088 worst-error: 44.865376613860406 SearchModels iteration 22> population: 16, bsize: 64, queue: 57, observed: 1592, best-error: 44.38826008594449 worst-error: 44.71247929316269 SearchModels iteration 23> population: 16, bsize: 64, queue: 58, observed: 1650, best-error: 44.161807810177564 worst-error: 44.54611600871613 SearchModels iteration 24> population: 16, bsize: 64, queue: 58, observed: 1708, best-error: 44.161807810177564 worst-error: 44.45624453813334 SearchModels iteration 25> population: 16, bsize: 64, queue: 61, observed: 1769, best-error: 43.96296923929087 worst-error: 44.39585095659259 SearchModels iteration 26> population: 16, bsize: 64, queue: 59, observed: 1828, best-error: 43.96296923929087 worst-error: 44.283710021964396 SearchModels iteration 27> population: 16, bsize: 64, queue: 59, observed: 1887, best-error: 43.63847360377873 worst-error: 44.119556063789524 SearchModels iteration 28> population: 16, bsize: 64, queue: 57, observed: 1944, best-error: 43.63847360377873 worst-error: 43.96296923929087 SearchModels iteration 29> population: 16, bsize: 64, queue: 57, observed: 2001, best-error: 43.56859751250348 worst-error: 43.799174242703806 SearchModels iteration 30> population: 16, bsize: 64, queue: 59, observed: 2060, best-error: 43.56859751250348 worst-error: 43.7199272099496 SearchModels iteration 31> population: 16, bsize: 64, queue: 58, observed: 2118, best-error: 43.43190142614259 worst-error: 43.660669360459586 SearchModels iteration 32> population: 16, bsize: 64, queue: 58, observed: 2176, best-error: 43.271071526736996 worst-error: 43.627452091093275 SearchModels iteration 33> population: 16, bsize: 64, queue: 58, observed: 2234, best-error: 43.271071526736996 worst-error: 43.54024189418235 SearchModels iteration 34> population: 16, bsize: 64, queue: 57, observed: 2291, best-error: 43.271071526736996 worst-error: 43.42880111393602 SearchModels iteration 35> population: 16, bsize: 64, queue: 59, observed: 2350, best-error: 43.13375821143514 worst-error: 43.3493275201795 SearchModels iteration 36> population: 16, bsize: 64, queue: 58, observed: 2408, best-error: 43.09215870027351 worst-error: 43.27896912118288 SearchModels iteration 37> population: 16, bsize: 64, queue: 58, observed: 2466, best-error: 43.09215870027351 worst-error: 43.20319732055624 SearchModels iteration 38> population: 16, bsize: 64, queue: 61, observed: 2527, best-error: 42.9288242525867 worst-error: 43.15808989143962 SearchModels iteration 39> population: 16, bsize: 64, queue: 58, observed: 2585, best-error: 42.9288242525867 worst-error: 43.10925936842812 SearchModels iteration 40> population: 16, bsize: 64, queue: 58, observed: 2643, best-error: 42.9288242525867 worst-error: 43.03036621999068 SearchModels iteration 41> population: 16, bsize: 64, queue: 58, observed: 2701, best-error: 42.80502870807821 worst-error: 42.97297010330143 SearchModels iteration 42> population: 16, bsize: 64, queue: 61, observed: 2762, best-error: 42.75797321783839 worst-error: 42.91684646191192 SearchModels iteration 43> population: 16, bsize: 64, queue: 53, observed: 2815, best-error: 42.69418729399273 worst-error: 42.83350006002039 SearchModels iteration 44> population: 16, bsize: 64, queue: 57, observed: 2872, best-error: 42.513255357388495 worst-error: 42.763429864315015 SearchModels iteration 45> population: 16, bsize: 64, queue: 57, observed: 2929, best-error: 42.513255357388495 worst-error: 42.69418729399273 SearchModels iteration 46> population: 16, bsize: 64, queue: 59, observed: 2988, best-error: 42.45626431850168 worst-error: 42.61489639197723 SearchModels iteration 47> population: 16, bsize: 64, queue: 59, observed: 3047, best-error: 42.38721791929526 worst-error: 42.553324627835146 SearchModels iteration 48> population: 16, bsize: 64, queue: 58, observed: 3105, best-error: 42.25253263163249 worst-error: 42.48427586437825 SearchModels iteration 49> population: 16, bsize: 64, queue: 57, observed: 3162, best-error: 42.25253263163249 worst-error: 42.39023184699078 SearchModels iteration 50> population: 16, bsize: 64, queue: 57, observed: 3219, best-error: 42.20819310726837 worst-error: 42.32072542966291 SearchModels iteration 51> population: 16, bsize: 64, queue: 59, observed: 3278, best-error: 42.10590063084736 worst-error: 42.27547426291133 SearchModels iteration 52> population: 16, bsize: 64, queue: 61, observed: 3339, best-error: 42.10590063084736 worst-error: 42.224492250241006 SearchModels iteration 53> population: 16, bsize: 64, queue: 62, observed: 3401, best-error: 42.02388521837472 worst-error: 42.16004990633889 SearchModels iteration 54> population: 16, bsize: 64, queue: 57, observed: 3458, best-error: 41.96819912953318 worst-error: 42.108613028337366 SearchModels iteration 55> population: 16, bsize: 64, queue: 54, observed: 3512, best-error: 41.90989108225651 worst-error: 42.039883448628586 SearchModels iteration 56> population: 16, bsize: 64, queue: 58, observed: 3570, best-error: 41.90989108225651 worst-error: 42.00314311309434 SearchModels iteration 57> population: 16, bsize: 64, queue: 60, observed: 3630, best-error: 41.88561948324409 worst-error: 41.95742582798684 SearchModels iteration 58> population: 16, bsize: 64, queue: 57, observed: 3687, best-error: 41.84341238140361 worst-error: 41.92345688709517 SearchModels iteration 59> population: 16, bsize: 64, queue: 59, observed: 3746, best-error: 41.762503237290304 worst-error: 41.89482727338866 SearchModels iteration 60> population: 16, bsize: 64, queue: 52, observed: 3798, best-error: 41.74877006666042 worst-error: 41.84723458458208 SearchModels iteration 61> population: 16, bsize: 64, queue: 58, observed: 3856, best-error: 41.70819669200791 worst-error: 41.8073089047726 SearchModels iteration 62> population: 16, bsize: 64, queue: 59, observed: 3915, best-error: 41.65164320997264 worst-error: 41.764385341265246 SearchModels iteration 63> population: 16, bsize: 64, queue: 57, observed: 3972, best-error: 41.576301219281476 worst-error: 41.72829680455492 SearchModels iteration 64> population: 16, bsize: 64, queue: 55, observed: 4027, best-error: 41.576301219281476 worst-error: 41.659369353595245 SearchModels iteration 65> population: 16, bsize: 64, queue: 57, observed: 4084, best-error: 41.52424275526813 worst-error: 41.624928219481674 SearchModels iteration 66> population: 16, bsize: 64, queue: 63, observed: 4147, best-error: 41.47167110013136 worst-error: 41.59665851547742 SearchModels iteration 67> population: 16, bsize: 64, queue: 58, observed: 4205, best-error: 41.46961932130097 worst-error: 41.55733156666083 SearchModels iteration 68> population: 16, bsize: 64, queue: 59, observed: 4264, best-error: 41.38868453040957 worst-error: 41.51111203539108 SearchModels iteration 69> population: 16, bsize: 64, queue: 59, observed: 4323, best-error: 41.38868453040957 worst-error: 41.480875542405514 SearchModels iteration 70> population: 16, bsize: 64, queue: 63, observed: 4386, best-error: 41.38868453040957 worst-error: 41.45058924526354 SearchModels iteration 71> population: 16, bsize: 64, queue: 58, observed: 4444, best-error: 41.341573551268944 worst-error: 41.421485614331196 SearchModels iteration 72> population: 16, bsize: 64, queue: 59, observed: 4503, best-error: 41.341573551268944 worst-error: 41.404082255421265 SearchModels iteration 73> population: 16, bsize: 64, queue: 60, observed: 4563, best-error: 41.28040536594566 worst-error: 41.380380007295976 SearchModels iteration 74> population: 16, bsize: 64, queue: 59, observed: 4622, best-error: 41.2772516361353 worst-error: 41.35611712493001 SearchModels iteration 75> population: 16, bsize: 64, queue: 56, observed: 4678, best-error: 41.2772516361353 worst-error: 41.32506636512157 SearchModels iteration 76> population: 16, bsize: 64, queue: 59, observed: 4737, best-error: 41.21647642445735 worst-error: 41.29885630494982 SearchModels iteration 77> population: 16, bsize: 64, queue: 56, observed: 4793, best-error: 41.21647642445735 worst-error: 41.267145271334606 SearchModels iteration 78> population: 16, bsize: 64, queue: 60, observed: 4853, best-error: 41.166658820551746 worst-error: 41.249065934245856 SearchModels iteration 79> population: 16, bsize: 64, queue: 55, observed: 4908, best-error: 41.166658820551746 worst-error: 41.22067073158366 SearchModels iteration 80> population: 16, bsize: 64, queue: 59, observed: 4967, best-error: 41.166658820551746 worst-error: 41.201980082084 SearchModels iteration 81> population: 16, bsize: 64, queue: 61, observed: 5028, best-error: 41.15274773638251 worst-error: 41.18463205039638 SearchModels iteration 82> population: 16, bsize: 64, queue: 60, observed: 5088, best-error: 41.11478614466202 worst-error: 41.17486745942706 SearchModels iteration 83> population: 16, bsize: 64, queue: 59, observed: 5147, best-error: 41.081438831033594 worst-error: 41.16055722191807 SearchModels iteration 84> population: 16, bsize: 64, queue: 61, observed: 5208, best-error: 41.079323761119376 worst-error: 41.12830652056027 SearchModels iteration 85> population: 16, bsize: 64, queue: 57, observed: 5265, best-error: 41.032154244098706 worst-error: 41.09704002664803 SearchModels iteration 86> population: 16, bsize: 64, queue: 56, observed: 5321, best-error: 40.98005484724189 worst-error: 41.080368216316266 SearchModels iteration 87> population: 16, bsize: 64, queue: 60, observed: 5381, best-error: 40.98005484724189 worst-error: 41.042683159551956 SearchModels iteration 88> population: 16, bsize: 64, queue: 58, observed: 5439, best-error: 40.95765847540976 worst-error: 41.00806800414179 SearchModels iteration 89> population: 16, bsize: 64, queue: 57, observed: 5496, best-error: 40.93771280094295 worst-error: 40.98891674403034 SearchModels iteration 90> population: 16, bsize: 64, queue: 60, observed: 5556, best-error: 40.906610264221875 worst-error: 40.97291920110104 SearchModels iteration 91> population: 16, bsize: 64, queue: 61, observed: 5617, best-error: 40.906610264221875 worst-error: 40.95399281917731 SearchModels iteration 92> population: 16, bsize: 64, queue: 60, observed: 5677, best-error: 40.88622774837736 worst-error: 40.935415442406146 SearchModels iteration 93> population: 16, bsize: 64, queue: 60, observed: 5737, best-error: 40.88622774837736 worst-error: 40.91319528875671 SearchModels iteration 94> population: 16, bsize: 64, queue: 60, observed: 5797, best-error: 40.84405459727284 worst-error: 40.898817981848005 SearchModels iteration 95> population: 16, bsize: 64, queue: 55, observed: 5852, best-error: 40.84405459727284 worst-error: 40.89079264030731 SearchModels iteration 96> population: 16, bsize: 64, queue: 55, observed: 5907, best-error: 40.80208744553228 worst-error: 40.86935931042735 SearchModels iteration 97> population: 16, bsize: 64, queue: 60, observed: 5967, best-error: 40.80208744553228 worst-error: 40.85699613550583 SearchModels iteration 98> population: 16, bsize: 64, queue: 57, observed: 6024, best-error: 40.75065271138164 worst-error: 40.8284687890389 SearchModels iteration 99> population: 16, bsize: 64, queue: 60, observed: 6084, best-error: 40.71186067235411 worst-error: 40.80495217714848 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.13486443255808056, 0.4517117478981717, 0.44082966553817005, 0.8167897926976516, 0.8814561481268269] 1 => ([-0.2513658965859463, -0.06723442115396457, -0.017775237534051, 0.8214009428720802, 0.8871689447206909] => 40.7013855501482) 2 => ([-0.2513658965859463, -0.06790676536550422, -0.017773460010297597, 0.8214009428720802, 0.8871689447206909] => 40.71186067235411) 3 => ([-0.2513658965859463, -0.06858583301915926, -0.017775237534051, 0.8214009428720802, 0.8871689447206909] => 40.723242146026756) 4 => ([-0.2526826709117127, -0.0677542311812786, -0.017871739198933062, 0.8214009428720802, 0.8871689447206909] => 40.74160897385204) 5 => ([-0.2531498493650848, -0.06826572782833751, -0.01782936147379585, 0.8214009428720802, 0.8871689447206909] => 40.74462698346434) 6 => ([-0.2513658965859463, -0.06790676536550422, -0.017952989909391513, 0.8214009428720802, 0.8871689447206909] => 40.75065271138164) 7 => ([-0.2507422095337208, -0.06775828643300456, -0.01800263728645351, 0.8214009428720802, 0.8871689447206909] => 40.75379087589795) 8 => ([-0.25127963792118924, -0.06809460986265636, -0.017956779760755458, 0.8214009428720802, 0.8871689447206909] => 40.753791579172486) 9 => ([-0.25199052369494174, -0.06825322845410373, -0.017931889894155978, 0.8214009428720802, 0.8871689447206909] => 40.75691175688289) 10 => ([-0.25399944523747914, -0.06693237326440891, -0.017970018387568523, 0.8214009428720802, 0.8871689447206909] => 40.760623052760735) 11 => ([-0.2516139686954746, -0.06826311435540326, -0.01798075270098764, 0.8214009428720802, 0.8871689447206909] => 40.76450374262592) 12 => ([-0.25399944523747914, -0.067601696997053, -0.017970018387568523, 0.8214009428720802, 0.8871689447206909] => 40.77141914764158) 13 => ([-0.25127963792118924, -0.06809460986265636, -0.01804654471030242, 0.8214009428720802, 0.8871689447206909] => 40.77323778202673) 14 => ([-0.25192628224997227, -0.06843634589970302, -0.01801508516814335, 0.8214009428720802, 0.8871689447206909] => 40.777359080414556) 15 => ([-0.2549338021442232, -0.06862469029117078, -0.01788526293729411, 0.8214009428720802, 0.8871689447206909] => 40.77743451615415) Test Summary: | Total Time SearchModels.jl | 0 5.8s ===== RoseParams without inspect_population SearchModels> search params iter=0, initialpopulation=1000, maxpopulation=16, bsize=32, mutbsize=100, crossbsize=100 SearchModels iteration 1> population: 16, bsize: 32, queue: 166, observed: 1134, best-error: 0.5199999999999979 worst-error: 32.40000000000001 SearchModels iteration 2> population: 16, bsize: 32, queue: 167, observed: 1301, best-error: 0.17312500000000092 worst-error: 3.273124999999998 SearchModels iteration 3> population: 16, bsize: 32, queue: 169, observed: 1470, best-error: 0.04999999999999964 worst-error: 0.8119140624999994 SearchModels iteration 4> population: 16, bsize: 32, queue: 177, observed: 1647, best-error: 0.04999999999999964 worst-error: 0.18250000000000097 SearchModels iteration 5> population: 16, bsize: 32, queue: 168, observed: 1815, best-error: 0.040624999999999536 worst-error: 0.10000000000000005 SearchModels iteration 6> population: 16, bsize: 32, queue: 180, observed: 1995, best-error: 0.040624999999999536 worst-error: 0.07790741920471139 SearchModels iteration 7> population: 16, bsize: 32, queue: 176, observed: 2171, best-error: 0.0350595188140879 worst-error: 0.05939576148986768 SearchModels iteration 8> population: 16, bsize: 32, queue: 158, observed: 2329, best-error: 0.03505951881408678 worst-error: 0.04464276496320976 SearchModels iteration 9> population: 16, bsize: 32, queue: 155, observed: 2484, best-error: 0.03505951881408678 worst-error: 0.03837072197347805 SearchModels iteration 10> population: 16, bsize: 32, queue: 150, observed: 2634, best-error: 0.03365113258361774 worst-error: 0.03617199603468171 SearchModels iteration 11> population: 16, bsize: 32, queue: 151, observed: 2785, best-error: 0.03103743255371236 worst-error: 0.03321020331015459 SearchModels iteration 12> population: 16, bsize: 32, queue: 139, observed: 2924, best-error: 0.03103743255371236 worst-error: 0.03186814308166505 SearchModels iteration 13> population: 16, bsize: 32, queue: 156, observed: 3080, best-error: 0.03103743255371236 worst-error: 0.03150400851359326 SearchModels iteration 14> population: 16, bsize: 32, queue: 157, observed: 3237, best-error: 0.03100240673215913 worst-error: 0.03129795080531038 SearchModels iteration 15> population: 16, bsize: 32, queue: 166, observed: 3403, best-error: 0.03096263569263958 worst-error: 0.031176922240274563 SearchModels iteration 16> population: 16, bsize: 32, queue: 142, observed: 3545, best-error: 0.03096263569263958 worst-error: 0.031071653918343135 SearchModels iteration 17> population: 16, bsize: 32, queue: 148, observed: 3693, best-error: 0.030955225706239296 worst-error: 0.031013651253169842 SearchModels iteration 18> population: 16, bsize: 32, queue: 143, observed: 3836, best-error: 0.030955225706239296 worst-error: 0.030985195347389645 SearchModels iteration 19> population: 16, bsize: 32, queue: 131, observed: 3967, best-error: 0.030954886448177666 worst-error: 0.030970580183977296 SearchModels iteration 20> population: 16, bsize: 32, queue: 134, observed: 4101, best-error: 0.030954213034356987 worst-error: 0.030961224636920286 SearchModels iteration 21> population: 16, bsize: 32, queue: 121, observed: 4222, best-error: 0.030954150724836104 worst-error: 0.030956966546587895 SearchModels iteration 22> population: 16, bsize: 32, queue: 107, observed: 4329, best-error: 0.03095412366696033 worst-error: 0.030955225706239296 SearchModels iteration 23> population: 16, bsize: 32, queue: 86, observed: 4415, best-error: 0.030954038469369685 worst-error: 0.03095444545060673 SearchModels iteration 24> population: 16, bsize: 32, queue: 72, observed: 4487, best-error: 0.030954038469369685 worst-error: 0.030954090830875247 SearchModels> stop by convergence error=(1.1757758140563963, 1.383203125) => 0.03095404272022138, iter=25 (of 300) 1 => ((1.1757788181304931, 1.383203125) => 0.03095403800995259) 2 => ((1.1757784843444825, 1.383203125) => 0.030954038039683267) 3 => ((1.1757791519165037, 1.383203125) => 0.030954038103630375) 4 => ((1.1757778167724608, 1.383203125) => 0.030954038469369685) 5 => ((1.1757798194885252, 1.383203125) => 0.030954038661211755) 6 => ((1.1757798194885254, 1.383203125) => 0.030954038661211766) 7 => ((1.175780153274536, 1.383203125) => 0.03095403912511559) 8 => ((1.1757801532745362, 1.383203125) => 0.0309540391251156) 9 => ((1.1757771492004392, 1.383203125) => 0.030954039392688718) 10 => ((1.1757771492004394, 1.383203125) => 0.030954039392688728) 11 => ((1.1757804870605466, 1.383203125) => 0.030954039712428327) 12 => ((1.1757804870605468, 1.383203125) => 0.03095403971242834) 13 => ((1.1757764816284177, 1.383203125) => 0.030954040809639566) 14 => ((1.175776481628418, 1.383203125) => 0.030954040809639576) 15 => ((1.1757811546325683, 1.383203125) => 0.030954041257280886) ===== RoseParams using inspect_population SearchModels> search params iter=0, initialpopulation=1000, maxpopulation=16, bsize=32, mutbsize=100, crossbsize=100 SearchModels iteration 1> population: 16, bsize: 32, queue: 167, observed: 1127, best-error: 1.62 worst-error: 31.520000000000003 SearchModels iteration 2> population: 16, bsize: 32, queue: 155, observed: 1282, best-error: 0.20000000000000026 worst-error: 4.1 SearchModels iteration 3> population: 16, bsize: 32, queue: 170, observed: 1452, best-error: 0.0 worst-error: 0.8281249999999984 SearchModels iteration 4> population: 16, bsize: 32, queue: 170, observed: 1622, best-error: 0.0 worst-error: 0.2781249999999999 SearchModels iteration 5> population: 16, bsize: 32, queue: 172, observed: 1794, best-error: 0.0 worst-error: 0.0400390625 SearchModels iteration 6> population: 16, bsize: 32, queue: 169, observed: 1963, best-error: 0.0 worst-error: 0.0031249999999999776 SearchModels iteration 7> population: 16, bsize: 32, queue: 164, observed: 2127, best-error: 0.0 worst-error: 0.00025010108947753906 SearchModels iteration 8> population: 16, bsize: 32, queue: 155, observed: 2282, best-error: 0.0 worst-error: 6.140768527985508e-5 SearchModels iteration 9> population: 16, bsize: 32, queue: 142, observed: 2424, best-error: 0.0 worst-error: 5.496181547642425e-6 SearchModels iteration 10> population: 16, bsize: 32, queue: 134, observed: 2558, best-error: 0.0 worst-error: 1.373479608446388e-6 SearchModels iteration 11> population: 16, bsize: 32, queue: 126, observed: 2684, best-error: 0.0 worst-error: 1.5259021893150348e-7 SearchModels iteration 12> population: 16, bsize: 32, queue: 138, observed: 2822, best-error: 0.0 worst-error: 3.814711817537653e-8 SearchModels> stop by convergence error=(0.9999023437500001, 0.9998046875) => 9.53675225899261e-9, iter=13 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.0, 1.0000000000000002) => 4.930380657631324e-30) 3 => ((1.0000000000000002, 1.0000000000000002) => 4.979684464207637e-30) 4 => ((1.0000000000000002, 1.0) => 1.9770826437101608e-29) 5 => ((0.9999511718750002, 0.9999023437500001) => 2.3841863594347152e-9) 6 => ((0.9999511718750002, 0.99990234375) => 2.384186359434768e-9) 7 => ((0.999951171875, 0.9999023437500001) => 2.3841863594454512e-9) 8 => ((1.0000488281250002, 1.0000976562500004) => 2.3841863594671353e-9) 9 => ((1.0000488281250002, 1.0000976562500001) => 2.3841863594672412e-9) 10 => ((0.9999023437500002, 0.9998046875000002) => 9.536752258970927e-9) 11 => ((0.9999023437500002, 0.9998046875000001) => 9.536752258971139e-9) 12 => ((1.00009765625, 1.0001953125000003) => 9.53675225899134e-9) 13 => ((1.00009765625, 1.0001953125) => 9.536752258991764e-9) 14 => ((0.9999023437500001, 0.9998046875000002) => 9.536752258992187e-9) 15 => ((0.9999023437500001, 0.9998046875000001) => 9.536752258992399e-9) Test Summary: | Total Time SearchModels.jl | 0 2.3s Testing SearchModels tests passed Testing completed after 19.41s PkgEval succeeded after 58.92s