Package evaluation of SearchModels on Julia 1.13.0-DEV.140 (fac1ce7906*) started at 2025-03-02T09:49:36.435 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 5.63s ################################################################################ # 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 v0.18.20 [ffbed154] + DocStringExtensions v0.9.3 [92d709cd] + IrrationalConstants v0.2.4 [2ab3a3ac] + LogExpFunctions v0.3.29 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.0 [d96e819e] + Parameters v0.12.3 [0e966ebe] + SearchModels v0.4.1 [a2af1166] + SortingAlgorithms v1.2.1 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.0 ⌅ [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 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [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 [e37daf67] + LibGit2_jll v1.9.0+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [4536629a] + OpenBLAS_jll v0.3.29+0 [458c3c95] + OpenSSL_jll v3.0.16+0 [bea87d4a] + SuiteSparse_jll v7.8.3+2 [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 To see why use `status --outdated -m` Installation completed after 0.77s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 16.72s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_Fw7HSE/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_Fw7HSE/Manifest.toml` [34da2185] Compat v4.16.0 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.20 [ffbed154] DocStringExtensions v0.9.3 [92d709cd] IrrationalConstants v0.2.4 [2ab3a3ac] LogExpFunctions v0.3.29 [e1d29d7a] Missings v1.2.0 [bac558e1] OrderedCollections v1.8.0 [d96e819e] Parameters v0.12.3 [0e966ebe] SearchModels v0.4.1 [a2af1166] SortingAlgorithms v1.2.1 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.0 ⌅ [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 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [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 [e37daf67] LibGit2_jll v1.9.0+0 [29816b5a] LibSSH2_jll v1.11.3+1 [4536629a] OpenBLAS_jll v0.3.29+0 [458c3c95] OpenSSL_jll v3.0.16+0 [bea87d4a] SuiteSparse_jll v7.8.3+2 [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: 56, observed: 356, best-error: 21736.389319988266 worst-error: 1.051009462861932e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 58, observed: 414, best-error: 21736.389319988266 worst-error: 127446.61324314678 SearchModels iteration 3> population: 16, bsize: 64, queue: 60, observed: 474, best-error: 1063.4809943214293 worst-error: 24304.39359821545 SearchModels iteration 4> population: 16, bsize: 64, queue: 59, observed: 533, best-error: 373.23298875368596 worst-error: 11922.004521679808 SearchModels iteration 5> population: 16, bsize: 64, queue: 60, observed: 593, best-error: 373.23298875368596 worst-error: 1512.614479183723 SearchModels iteration 6> population: 16, bsize: 64, queue: 63, observed: 656, best-error: 56.641409223390305 worst-error: 485.9488889901123 SearchModels iteration 7> population: 16, bsize: 64, queue: 59, observed: 715, best-error: 56.641409223390305 worst-error: 245.5149478696473 SearchModels iteration 8> population: 16, bsize: 64, queue: 57, observed: 772, best-error: 56.641409223390305 worst-error: 168.06221245452744 SearchModels iteration 9> population: 16, bsize: 64, queue: 57, observed: 829, best-error: 56.641409223390305 worst-error: 126.03104238116313 SearchModels iteration 10> population: 16, bsize: 64, queue: 59, observed: 888, best-error: 56.641409223390305 worst-error: 99.5355820094422 SearchModels iteration 11> population: 16, bsize: 64, queue: 62, observed: 950, best-error: 56.641409223390305 worst-error: 85.28778915017155 SearchModels iteration 12> population: 16, bsize: 64, queue: 61, observed: 1011, best-error: 56.641409223390305 worst-error: 73.75626266347159 SearchModels iteration 13> population: 16, bsize: 64, queue: 58, observed: 1069, best-error: 56.641409223390305 worst-error: 66.59139501982214 SearchModels iteration 14> population: 16, bsize: 64, queue: 59, observed: 1128, best-error: 56.641409223390305 worst-error: 61.37188258934716 SearchModels iteration 15> population: 16, bsize: 64, queue: 61, observed: 1189, best-error: 54.121018085385025 worst-error: 59.66541495192653 SearchModels iteration 16> population: 16, bsize: 64, queue: 60, observed: 1249, best-error: 52.023872205439865 worst-error: 58.11456921187477 SearchModels iteration 17> population: 16, bsize: 64, queue: 57, observed: 1306, best-error: 51.714476321087446 worst-error: 55.726173870534204 SearchModels iteration 18> population: 16, bsize: 64, queue: 57, observed: 1363, best-error: 50.6810150696493 worst-error: 53.447433940663366 SearchModels iteration 19> population: 16, bsize: 64, queue: 58, observed: 1421, best-error: 49.4245103452141 worst-error: 51.651285795639275 SearchModels iteration 20> population: 16, bsize: 64, queue: 59, observed: 1480, best-error: 46.01962618096296 worst-error: 50.9786283508842 SearchModels iteration 21> population: 16, bsize: 64, queue: 59, observed: 1539, best-error: 42.956293223011116 worst-error: 50.09226968094953 SearchModels iteration 22> population: 16, bsize: 64, queue: 60, observed: 1599, best-error: 42.956293223011116 worst-error: 48.30460172126258 SearchModels iteration 23> population: 16, bsize: 64, queue: 61, observed: 1660, best-error: 42.956293223011116 worst-error: 46.01192154664433 SearchModels iteration 24> population: 16, bsize: 64, queue: 60, observed: 1720, best-error: 42.101535855611246 worst-error: 44.39202624918604 SearchModels iteration 25> population: 16, bsize: 64, queue: 56, observed: 1776, best-error: 41.77889860584328 worst-error: 43.45435709176762 SearchModels iteration 26> population: 16, bsize: 64, queue: 59, observed: 1835, best-error: 40.54218919425839 worst-error: 42.956293223011116 SearchModels iteration 27> population: 16, bsize: 64, queue: 60, observed: 1895, best-error: 38.17868415601508 worst-error: 42.04800724534203 SearchModels iteration 28> population: 16, bsize: 64, queue: 53, observed: 1948, best-error: 38.17868415601508 worst-error: 40.54218919425839 SearchModels iteration 29> population: 16, bsize: 64, queue: 59, observed: 2007, best-error: 37.70917366745374 worst-error: 39.40288627317309 SearchModels iteration 30> population: 16, bsize: 64, queue: 56, observed: 2063, best-error: 37.70917366745374 worst-error: 38.74683356306057 SearchModels iteration 31> population: 16, bsize: 64, queue: 54, observed: 2117, best-error: 36.923434135479816 worst-error: 38.15783801420081 SearchModels iteration 32> population: 16, bsize: 64, queue: 61, observed: 2178, best-error: 35.70859815989832 worst-error: 37.856905220712626 SearchModels iteration 33> population: 16, bsize: 64, queue: 59, observed: 2237, best-error: 35.508171920053975 worst-error: 37.051208451302315 SearchModels iteration 34> population: 16, bsize: 64, queue: 54, observed: 2291, best-error: 35.508171920053975 worst-error: 36.210342414607744 SearchModels iteration 35> population: 16, bsize: 64, queue: 57, observed: 2348, best-error: 35.227067298037156 worst-error: 35.8505386663132 SearchModels iteration 36> population: 16, bsize: 64, queue: 57, observed: 2405, best-error: 34.40342043243517 worst-error: 35.638494104769194 SearchModels iteration 37> population: 16, bsize: 64, queue: 61, observed: 2466, best-error: 34.40342043243517 worst-error: 35.330988674201855 SearchModels iteration 38> population: 16, bsize: 64, queue: 60, observed: 2526, best-error: 29.730490197724496 worst-error: 34.7420565455003 SearchModels iteration 39> population: 16, bsize: 64, queue: 58, observed: 2584, best-error: 29.097369570241238 worst-error: 30.53701904258084 SearchModels iteration 40> population: 16, bsize: 64, queue: 58, observed: 2642, best-error: 29.097369570241238 worst-error: 30.06076341726369 SearchModels iteration 41> population: 16, bsize: 64, queue: 61, observed: 2703, best-error: 28.58611777612446 worst-error: 29.833288861292235 SearchModels iteration 42> population: 16, bsize: 64, queue: 59, observed: 2762, best-error: 28.432890583759402 worst-error: 29.52564069920195 SearchModels iteration 43> population: 16, bsize: 64, queue: 60, observed: 2822, best-error: 27.598605396924587 worst-error: 28.911549896644562 SearchModels iteration 44> population: 16, bsize: 64, queue: 53, observed: 2875, best-error: 27.598605396924587 worst-error: 28.49736227919631 SearchModels iteration 45> population: 16, bsize: 64, queue: 57, observed: 2932, best-error: 26.822459717967767 worst-error: 28.006218830533875 SearchModels iteration 46> population: 16, bsize: 64, queue: 62, observed: 2994, best-error: 26.620324254583792 worst-error: 27.60213453407922 SearchModels iteration 47> population: 16, bsize: 64, queue: 62, observed: 3056, best-error: 26.36180479265625 worst-error: 27.097527201854433 SearchModels iteration 48> population: 16, bsize: 64, queue: 58, observed: 3114, best-error: 25.781424590079357 worst-error: 26.731934966441507 SearchModels iteration 49> population: 16, bsize: 64, queue: 61, observed: 3175, best-error: 25.54447854954753 worst-error: 26.430157813504042 SearchModels iteration 50> population: 16, bsize: 64, queue: 55, observed: 3230, best-error: 25.54447854954753 worst-error: 26.096555794636174 SearchModels iteration 51> population: 16, bsize: 64, queue: 57, observed: 3287, best-error: 24.89967204351096 worst-error: 25.866295237254512 SearchModels iteration 52> population: 16, bsize: 64, queue: 57, observed: 3344, best-error: 24.87705274951525 worst-error: 25.73637108363794 SearchModels iteration 53> population: 16, bsize: 64, queue: 62, observed: 3406, best-error: 24.007338884606206 worst-error: 25.309046958187828 SearchModels iteration 54> population: 16, bsize: 64, queue: 60, observed: 3466, best-error: 23.94884608160444 worst-error: 25.00319639498172 SearchModels iteration 55> population: 16, bsize: 64, queue: 58, observed: 3524, best-error: 23.102950601309 worst-error: 24.403976479557485 SearchModels iteration 56> population: 16, bsize: 64, queue: 60, observed: 3584, best-error: 23.102950601309 worst-error: 23.973836646124937 SearchModels iteration 57> population: 16, bsize: 64, queue: 59, observed: 3643, best-error: 23.102950601309 worst-error: 23.61071064695866 SearchModels iteration 58> population: 16, bsize: 64, queue: 57, observed: 3700, best-error: 22.7247602891088 worst-error: 23.471003408297904 SearchModels iteration 59> population: 16, bsize: 64, queue: 56, observed: 3756, best-error: 22.52403548776193 worst-error: 23.22983223656917 SearchModels iteration 60> population: 16, bsize: 64, queue: 57, observed: 3813, best-error: 22.312215402813493 worst-error: 22.778003272640436 SearchModels iteration 61> population: 16, bsize: 64, queue: 60, observed: 3873, best-error: 21.54741241474157 worst-error: 22.63388956362181 SearchModels iteration 62> population: 16, bsize: 64, queue: 58, observed: 3931, best-error: 21.54741241474157 worst-error: 22.46020892304284 SearchModels iteration 63> population: 16, bsize: 64, queue: 56, observed: 3987, best-error: 21.16846413056077 worst-error: 22.002556631057324 SearchModels iteration 64> population: 16, bsize: 64, queue: 55, observed: 4042, best-error: 21.16846413056077 worst-error: 21.809892732831532 SearchModels iteration 65> population: 16, bsize: 64, queue: 55, observed: 4097, best-error: 20.61492247342033 worst-error: 21.43523430530083 SearchModels iteration 66> population: 16, bsize: 64, queue: 54, observed: 4151, best-error: 20.598389114196888 worst-error: 21.021951168347815 SearchModels iteration 67> population: 16, bsize: 64, queue: 56, observed: 4207, best-error: 19.871045294334163 worst-error: 20.783566586167694 SearchModels iteration 68> population: 16, bsize: 64, queue: 61, observed: 4268, best-error: 19.871045294334163 worst-error: 20.65506879816823 SearchModels iteration 69> population: 16, bsize: 64, queue: 59, observed: 4327, best-error: 19.285174378923344 worst-error: 20.275463590466682 SearchModels iteration 70> population: 16, bsize: 64, queue: 56, observed: 4383, best-error: 19.285174378923344 worst-error: 19.953484658380564 SearchModels iteration 71> population: 16, bsize: 64, queue: 62, observed: 4445, best-error: 18.921755552435542 worst-error: 19.722798998245462 SearchModels iteration 72> population: 16, bsize: 64, queue: 61, observed: 4506, best-error: 18.593867738666976 worst-error: 19.290063868301193 SearchModels iteration 73> population: 16, bsize: 64, queue: 61, observed: 4567, best-error: 18.333805252670473 worst-error: 19.07549539733794 SearchModels iteration 74> population: 16, bsize: 64, queue: 61, observed: 4628, best-error: 17.67940006636667 worst-error: 18.654151311961353 SearchModels iteration 75> population: 16, bsize: 64, queue: 59, observed: 4687, best-error: 17.67940006636667 worst-error: 18.404157943169754 SearchModels iteration 76> population: 16, bsize: 64, queue: 58, observed: 4745, best-error: 17.421591846097193 worst-error: 18.177178138994908 SearchModels iteration 77> population: 16, bsize: 64, queue: 57, observed: 4802, best-error: 17.421591846097193 worst-error: 17.83591124664537 SearchModels iteration 78> population: 16, bsize: 64, queue: 60, observed: 4862, best-error: 16.982685085336186 worst-error: 17.57072891441397 SearchModels iteration 79> population: 16, bsize: 64, queue: 56, observed: 4918, best-error: 16.854231751183143 worst-error: 17.456989962165903 SearchModels iteration 80> population: 16, bsize: 64, queue: 61, observed: 4979, best-error: 16.399879739384094 worst-error: 17.148631770151034 SearchModels iteration 81> population: 16, bsize: 64, queue: 57, observed: 5036, best-error: 15.839453409786671 worst-error: 16.900192663469117 SearchModels iteration 82> population: 16, bsize: 64, queue: 59, observed: 5095, best-error: 15.839453409786671 worst-error: 16.456769241722004 SearchModels iteration 83> population: 16, bsize: 64, queue: 56, observed: 5151, best-error: 15.839453409786671 worst-error: 16.15813865322888 SearchModels iteration 84> population: 16, bsize: 64, queue: 59, observed: 5210, best-error: 15.55830613223189 worst-error: 16.00468075514513 SearchModels iteration 85> population: 16, bsize: 64, queue: 61, observed: 5271, best-error: 15.347211369430765 worst-error: 15.90092356416573 SearchModels iteration 86> population: 16, bsize: 64, queue: 58, observed: 5329, best-error: 15.327720388927693 worst-error: 15.61881973371968 SearchModels iteration 87> population: 16, bsize: 64, queue: 54, observed: 5383, best-error: 14.820442440666028 worst-error: 15.462570423254236 SearchModels iteration 88> population: 16, bsize: 64, queue: 59, observed: 5442, best-error: 14.820442440666028 worst-error: 15.354461870062327 SearchModels iteration 89> population: 16, bsize: 64, queue: 58, observed: 5500, best-error: 14.813692258355173 worst-error: 15.09950635667061 SearchModels iteration 90> population: 16, bsize: 64, queue: 58, observed: 5558, best-error: 14.339406580889412 worst-error: 14.985503968630187 SearchModels iteration 91> population: 16, bsize: 64, queue: 57, observed: 5615, best-error: 14.078978426098018 worst-error: 14.787544063804852 SearchModels iteration 92> population: 16, bsize: 64, queue: 61, observed: 5676, best-error: 14.078978426098018 worst-error: 14.567810251879408 SearchModels iteration 93> population: 16, bsize: 64, queue: 60, observed: 5736, best-error: 13.846439022090776 worst-error: 14.343886269722669 SearchModels iteration 94> population: 16, bsize: 64, queue: 59, observed: 5795, best-error: 13.846439022090776 worst-error: 14.219057761051626 SearchModels iteration 95> population: 16, bsize: 64, queue: 58, observed: 5853, best-error: 13.587884455882387 worst-error: 14.066760698150015 SearchModels iteration 96> population: 16, bsize: 64, queue: 61, observed: 5914, best-error: 13.504519380763423 worst-error: 13.846439022090776 SearchModels iteration 97> population: 16, bsize: 64, queue: 60, observed: 5974, best-error: 13.052846536394858 worst-error: 13.674618094809649 SearchModels iteration 98> population: 16, bsize: 64, queue: 60, observed: 6034, best-error: 13.043713026487932 worst-error: 13.525238679361152 SearchModels iteration 99> population: 16, bsize: 64, queue: 57, observed: 6091, best-error: 12.745557631634313 worst-error: 13.238346567069705 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.8080072868893748, 0.5945008787252157, 0.20829437302005016, 0.43206986452021845, 0.6977826031756006] 1 => ([0.14735370214827323, 0.7712638344564928, 0.13755806029613693, 0.429589409493022, 0.6978356084625866] => 12.745557631634313) 2 => ([0.15131350445778283, 0.7603101098733229, 0.13740823811464126, 0.429589409493022, 0.6978356084625866] => 12.754442107173318) 3 => ([0.1513375742655773, 0.8007228539113054, 0.13769121634800274, 0.429589409493022, 0.6978356084625866] => 12.761677766547773) 4 => ([0.15190265438528333, 0.7870978550308141, 0.13741105214644259, 0.429589409493022, 0.6978356084625866] => 12.802203386795837) 5 => ([0.1484562143932937, 0.7743815242785458, 0.1370239635811047, 0.429589409493022, 0.6978356084625866] => 12.915090413689704) 6 => ([0.14889490884816087, 0.7719850234964101, 0.136913436991973, 0.429589409493022, 0.6978356084625866] => 12.943270455127111) 7 => ([0.14934563820692526, 0.7820293696595857, 0.13694299863717874, 0.429589409493022, 0.6978356084625866] => 12.952924222959991) 8 => ([0.14962817826677827, 0.7791808447436535, 0.13680430348789152, 0.429589409493022, 0.6978356084625866] => 12.988793067756019) 9 => ([0.1526160152538201, 0.7795194802070324, 0.13658042516671823, 0.429589409493022, 0.6978356084625866] => 13.043713026487932) 10 => ([0.1518452272979927, 0.7795194802070324, 0.13658042516671823, 0.429589409493022, 0.6978356084625866] => 13.048279187327328) 11 => ([0.15107443934216536, 0.7795194802070324, 0.13658042516671823, 0.429589409493022, 0.6978356084625866] => 13.052846536394858) 12 => ([0.15108090514411623, 0.779014413680424, 0.1365577855915568, 0.429589409493022, 0.6978356084625866] => 13.058910320056672) 13 => ([0.1510873709460671, 0.7785093471538156, 0.13653514601639533, 0.429589409493022, 0.6978356084625866] => 13.064993351638641) 14 => ([0.15031658299023976, 0.7785093471538156, 0.13653514601639533, 0.429589409493022, 0.6978356084625866] => 13.069564218974623) 15 => ([0.14955872663831415, 0.7774992141005987, 0.13648986686607242, 0.429589409493022, 0.6978356084625866] => 13.086364741543376) Test Summary: | Total Time SearchModels.jl | 0 4.9s ===== 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: 159, observed: 1123, best-error: 0.0 worst-error: 15.52 SearchModels iteration 2> population: 16, bsize: 32, queue: 163, observed: 1286, best-error: 0.0 worst-error: 2.6000000000000045 SearchModels iteration 3> population: 16, bsize: 32, queue: 162, observed: 1448, best-error: 0.0 worst-error: 0.49999999999999994 SearchModels iteration 4> population: 16, bsize: 32, queue: 168, observed: 1616, best-error: 0.0 worst-error: 0.06816406250000014 SearchModels iteration 5> population: 16, bsize: 32, queue: 161, observed: 1777, best-error: 0.0 worst-error: 0.013713378906249525 SearchModels iteration 6> population: 16, bsize: 32, queue: 163, observed: 1940, best-error: 0.0 worst-error: 0.0037940979003904746 SearchModels iteration 7> population: 16, bsize: 32, queue: 164, observed: 2104, best-error: 0.0 worst-error: 0.000980234146118059 SearchModels iteration 8> population: 16, bsize: 32, queue: 154, observed: 2258, best-error: 0.0 worst-error: 1.5282072126865387e-5 SearchModels iteration 9> population: 16, bsize: 32, queue: 151, observed: 2409, best-error: 0.0 worst-error: 1.373479608446449e-6 SearchModels iteration 10> population: 16, bsize: 32, queue: 135, observed: 2544, best-error: 0.0 worst-error: 1.525902189315001e-7 SearchModels iteration 11> population: 16, bsize: 32, queue: 125, observed: 2669, best-error: 0.0 worst-error: 3.8147118175419897e-8 SearchModels> stop by convergence error=(1.00009765625, 1.0001953124999998) => 9.536752258992187e-9, iter=12 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.0, 0.9999999999999999) => 1.232595164407831e-30) 3 => ((0.9999999999999999, 0.9999999999999999) => 1.2449211160519093e-30) 4 => ((0.9999999999999999, 1.0) => 4.942706609275402e-30) 5 => ((1.000048828125, 1.0000976562500001) => 2.3841863594453453e-9) 6 => ((0.999951171875, 0.9999023437500002) => 2.3841863594453983e-9) 7 => ((1.000048828125, 1.00009765625) => 2.3841863594454512e-9) 8 => ((0.999951171875, 0.9999023437500001) => 2.3841863594454512e-9) 9 => ((0.999951171875, 0.99990234375) => 2.384186359445504e-9) 10 => ((0.999951171875, 0.9999023437499999) => 2.384186359445557e-9) 11 => ((0.9999511718749999, 0.9999023437500001) => 2.3841863594561876e-9) 12 => ((0.9999511718749999, 0.99990234375) => 2.3841863594562406e-9) 13 => ((0.9999511718749999, 0.9999023437499999) => 2.3841863594562935e-9) 14 => ((1.00009765625, 1.0001953125000003) => 9.53675225899134e-9) 15 => ((1.00009765625, 1.0001953125) => 9.536752258991764e-9) ===== 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: 171, observed: 1150, best-error: 0.5199999999999979 worst-error: 14.499999999999998 SearchModels iteration 2> population: 16, bsize: 32, queue: 165, observed: 1315, best-error: 0.07812499999999989 worst-error: 2.5 SearchModels iteration 3> population: 16, bsize: 32, queue: 162, observed: 1477, best-error: 0.07812499999999989 worst-error: 0.52 SearchModels iteration 4> population: 16, bsize: 32, queue: 162, observed: 1639, best-error: 0.07566406250000002 worst-error: 0.16754150390625047 SearchModels iteration 5> population: 16, bsize: 32, queue: 171, observed: 1810, best-error: 0.07566406250000002 worst-error: 0.10797119140624996 SearchModels iteration 6> population: 16, bsize: 32, queue: 167, observed: 1977, best-error: 0.04625503540039072 worst-error: 0.08062744140624971 SearchModels iteration 7> population: 16, bsize: 32, queue: 178, observed: 2155, best-error: 0.04625503540039072 worst-error: 0.06661636352539053 SearchModels iteration 8> population: 16, bsize: 32, queue: 169, observed: 2324, best-error: 0.04625503540039072 worst-error: 0.05576157569885257 SearchModels iteration 9> population: 16, bsize: 32, queue: 177, observed: 2501, best-error: 0.04160553038120268 worst-error: 0.05014097038656475 SearchModels iteration 10> population: 16, bsize: 32, queue: 183, observed: 2684, best-error: 0.04096445385366681 worst-error: 0.045487213134765586 SearchModels iteration 11> population: 16, bsize: 32, queue: 168, observed: 2852, best-error: 0.04015294671291484 worst-error: 0.042343649605754784 SearchModels iteration 12> population: 16, bsize: 32, queue: 162, observed: 3014, best-error: 0.03984772324794903 worst-error: 0.040598965710387326 SearchModels iteration 13> population: 16, bsize: 32, queue: 144, observed: 3158, best-error: 0.03984772324794903 worst-error: 0.04012475483193154 SearchModels iteration 14> population: 16, bsize: 32, queue: 126, observed: 3284, best-error: 0.03984604388708248 worst-error: 0.03994434760189562 SearchModels iteration 15> population: 16, bsize: 32, queue: 102, observed: 3386, best-error: 0.03984390259021892 worst-error: 0.0398511229478754 SearchModels iteration 16> population: 16, bsize: 32, queue: 95, observed: 3481, best-error: 0.03984390259021892 worst-error: 0.039844441267196086 SearchModels iteration 17> population: 16, bsize: 32, queue: 88, observed: 3569, best-error: 0.03984390259021892 worst-error: 0.03984403781825676 SearchModels iteration 18> population: 16, bsize: 32, queue: 84, observed: 3653, best-error: 0.03984390259021892 worst-error: 0.039843926338944576 SearchModels> stop by convergence error=(0.800390625, 0.6406341552734376) => 0.039843910692725325, iter=19 (of 300) 1 => ((0.800390625, 0.640625) => 0.03984390259021892) 2 => ((0.800390625, 0.6406250000000001) => 0.03984390259021892) 3 => ((0.800390625, 0.6406265258789063) => 0.03984390277648344) 4 => ((0.800390625, 0.6406234741210939) => 0.0398439028696157) 5 => ((0.800390625, 0.6406234741210938) => 0.0398439028696157) 6 => ((0.800390625, 0.6406280517578126) => 0.039843903428409246) 7 => ((0.800390625, 0.6406219482421875) => 0.039843903614673756) 8 => ((0.800390625, 0.6406295776367188) => 0.03984390454599633) 9 => ((0.800390625, 0.6406204223632813) => 0.03984390482539311) 10 => ((0.800390625, 0.6406204223632812) => 0.03984390482539311) 11 => ((0.800390625, 0.640631103515625) => 0.03984390612924471) 12 => ((0.800390625, 0.6406311035156251) => 0.03984390612924471) 13 => ((0.800390625, 0.640618896484375) => 0.03984390650177374) 14 => ((0.800390625, 0.6406188964843751) => 0.03984390650177374) 15 => ((0.800390625, 0.6406173706054688) => 0.03984390864381566) Test Summary: | Total Time SearchModels.jl | 0 1.6s Testing SearchModels tests passed Testing completed after 15.49s PkgEval succeeded after 74.86s