Package evaluation of SearchModels on Julia 1.13.0-DEV.923 (d2bbd0af86*) started at 2025-07-30T12:03:00.918 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.99s ################################################################################ # 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 v4.18.0 [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 v1.13.0 [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 v1.13.0 [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 v5.13.1+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 To see why use `status --outdated -m` Installation completed after 1.17s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 21.56s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_auTFU0/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_auTFU0/Manifest.toml` [34da2185] Compat v4.18.0 [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 v1.13.0 [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 v1.13.0 [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 v5.13.1+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: 49, observed: 349, best-error: 5254.117877784239 worst-error: 729812.9106468841 SearchModels iteration 2> population: 16, bsize: 64, queue: 57, observed: 406, best-error: 4043.529139652106 worst-error: 93625.98624234267 SearchModels iteration 3> population: 16, bsize: 64, queue: 56, observed: 462, best-error: 764.1738076566082 worst-error: 12913.517733637313 SearchModels iteration 4> population: 16, bsize: 64, queue: 59, observed: 521, best-error: 244.1083050335674 worst-error: 4601.834109359379 SearchModels iteration 5> population: 16, bsize: 64, queue: 56, observed: 577, best-error: 211.86787502027545 worst-error: 836.6776552883496 SearchModels iteration 6> population: 16, bsize: 64, queue: 59, observed: 636, best-error: 76.48373040021801 worst-error: 273.7483013941988 SearchModels iteration 7> population: 16, bsize: 64, queue: 54, observed: 690, best-error: 47.384506867951735 worst-error: 121.29586153492185 SearchModels iteration 8> population: 16, bsize: 64, queue: 64, observed: 754, best-error: 34.00273043746106 worst-error: 67.33236429795875 SearchModels iteration 9> population: 16, bsize: 64, queue: 58, observed: 812, best-error: 34.00273043746106 worst-error: 49.27944161223188 SearchModels iteration 10> population: 16, bsize: 64, queue: 57, observed: 869, best-error: 34.00273043746106 worst-error: 41.377524644148444 SearchModels iteration 11> population: 16, bsize: 64, queue: 54, observed: 923, best-error: 34.00273043746106 worst-error: 36.87532041560576 SearchModels iteration 12> population: 16, bsize: 64, queue: 58, observed: 981, best-error: 33.96097446657626 worst-error: 34.86650357517641 SearchModels iteration 13> population: 16, bsize: 64, queue: 58, observed: 1039, best-error: 30.261057907105652 worst-error: 34.19622861585472 SearchModels iteration 14> population: 16, bsize: 64, queue: 57, observed: 1096, best-error: 30.261057907105652 worst-error: 33.96863260869209 SearchModels iteration 15> population: 16, bsize: 64, queue: 56, observed: 1152, best-error: 29.158829734283334 worst-error: 31.172114882784285 SearchModels iteration 16> population: 16, bsize: 64, queue: 58, observed: 1210, best-error: 29.158829734283334 worst-error: 30.29626586069599 SearchModels iteration 17> population: 16, bsize: 64, queue: 56, observed: 1266, best-error: 29.052670872203105 worst-error: 29.701755004543454 SearchModels iteration 18> population: 16, bsize: 64, queue: 57, observed: 1323, best-error: 29.026883382706078 worst-error: 29.276722641451087 SearchModels iteration 19> population: 16, bsize: 64, queue: 57, observed: 1380, best-error: 29.026883382706078 worst-error: 29.169265555268545 SearchModels iteration 20> population: 16, bsize: 64, queue: 59, observed: 1439, best-error: 28.988911658250416 worst-error: 29.08897948336583 SearchModels iteration 21> population: 16, bsize: 64, queue: 60, observed: 1499, best-error: 28.968837658921725 worst-error: 29.042225550857797 SearchModels iteration 22> population: 16, bsize: 64, queue: 61, observed: 1560, best-error: 28.968837658921725 worst-error: 29.008624019933844 SearchModels iteration 23> population: 16, bsize: 64, queue: 56, observed: 1616, best-error: 28.961838007710053 worst-error: 28.988884158432818 SearchModels iteration 24> population: 16, bsize: 64, queue: 60, observed: 1676, best-error: 28.90965085657575 worst-error: 28.974353413594066 SearchModels iteration 25> population: 16, bsize: 64, queue: 58, observed: 1734, best-error: 28.90965085657575 worst-error: 28.96555796356745 SearchModels iteration 26> population: 16, bsize: 64, queue: 54, observed: 1788, best-error: 28.900070946930793 worst-error: 28.937355272410205 SearchModels iteration 27> population: 16, bsize: 64, queue: 60, observed: 1848, best-error: 28.87140479523766 worst-error: 28.917557070632807 SearchModels iteration 28> population: 16, bsize: 64, queue: 55, observed: 1903, best-error: 28.848357894330793 worst-error: 28.893018118689394 SearchModels iteration 29> population: 16, bsize: 64, queue: 57, observed: 1960, best-error: 28.848357894330793 worst-error: 28.87991008699926 SearchModels iteration 30> population: 16, bsize: 64, queue: 56, observed: 2016, best-error: 28.848357894330793 worst-error: 28.873210654703055 SearchModels iteration 31> population: 16, bsize: 64, queue: 57, observed: 2073, best-error: 28.827963052648716 worst-error: 28.86514284243748 SearchModels iteration 32> population: 16, bsize: 64, queue: 60, observed: 2133, best-error: 28.827963052648716 worst-error: 28.853279051191915 SearchModels iteration 33> population: 16, bsize: 64, queue: 59, observed: 2192, best-error: 28.797873937739176 worst-error: 28.838211987991833 SearchModels iteration 34> population: 16, bsize: 64, queue: 64, observed: 2256, best-error: 28.797873937739176 worst-error: 28.83005036395705 SearchModels iteration 35> population: 16, bsize: 64, queue: 62, observed: 2318, best-error: 28.797873937739176 worst-error: 28.814296429214313 SearchModels iteration 36> population: 16, bsize: 64, queue: 58, observed: 2376, best-error: 28.797873937739176 worst-error: 28.806925990184578 SearchModels iteration 37> population: 16, bsize: 64, queue: 57, observed: 2433, best-error: 28.797873937739176 worst-error: 28.80193554336342 SearchModels iteration 38> population: 16, bsize: 64, queue: 59, observed: 2492, best-error: 28.77219355742768 worst-error: 28.799950466065358 SearchModels iteration 39> population: 16, bsize: 64, queue: 56, observed: 2548, best-error: 28.77219355742768 worst-error: 28.799306237695504 SearchModels iteration 40> population: 16, bsize: 64, queue: 59, observed: 2607, best-error: 28.766349652037178 worst-error: 28.785823828226135 SearchModels iteration 41> population: 16, bsize: 64, queue: 62, observed: 2669, best-error: 28.766349652037178 worst-error: 28.782264313821727 SearchModels iteration 42> population: 16, bsize: 64, queue: 60, observed: 2729, best-error: 28.75265883557589 worst-error: 28.775206806920643 SearchModels iteration 43> population: 16, bsize: 64, queue: 55, observed: 2784, best-error: 28.75265883557589 worst-error: 28.770537154697575 SearchModels iteration 44> population: 16, bsize: 64, queue: 59, observed: 2843, best-error: 28.745848348162415 worst-error: 28.766349652037178 SearchModels iteration 45> population: 16, bsize: 64, queue: 60, observed: 2903, best-error: 28.735249733444846 worst-error: 28.758542470602148 SearchModels iteration 46> population: 16, bsize: 64, queue: 58, observed: 2961, best-error: 28.735249733444846 worst-error: 28.75318398387614 SearchModels iteration 47> population: 16, bsize: 64, queue: 61, observed: 3022, best-error: 28.722959000991896 worst-error: 28.744996206362377 SearchModels iteration 48> population: 16, bsize: 64, queue: 56, observed: 3078, best-error: 28.722959000991896 worst-error: 28.73932861008254 SearchModels iteration 49> population: 16, bsize: 64, queue: 61, observed: 3139, best-error: 28.719711094313794 worst-error: 28.734346964264873 SearchModels iteration 50> population: 16, bsize: 64, queue: 57, observed: 3196, best-error: 28.708053288902672 worst-error: 28.72606828064264 SearchModels iteration 51> population: 16, bsize: 64, queue: 57, observed: 3253, best-error: 28.68489791090014 worst-error: 28.721314406260053 SearchModels iteration 52> population: 16, bsize: 64, queue: 59, observed: 3312, best-error: 28.68489791090014 worst-error: 28.719047016127135 SearchModels iteration 53> population: 16, bsize: 64, queue: 56, observed: 3368, best-error: 28.68489791090014 worst-error: 28.702503958906945 SearchModels iteration 54> population: 16, bsize: 64, queue: 59, observed: 3427, best-error: 28.665329542307635 worst-error: 28.6969626138907 SearchModels iteration 55> population: 16, bsize: 64, queue: 60, observed: 3487, best-error: 28.664430202338853 worst-error: 28.68882445397351 SearchModels iteration 56> population: 16, bsize: 64, queue: 56, observed: 3543, best-error: 28.66403660886503 worst-error: 28.67507916259218 SearchModels iteration 57> population: 16, bsize: 64, queue: 60, observed: 3603, best-error: 28.651560688522178 worst-error: 28.668759914362553 SearchModels iteration 58> population: 16, bsize: 64, queue: 59, observed: 3662, best-error: 28.646954713739966 worst-error: 28.66588649717732 SearchModels iteration 59> population: 16, bsize: 64, queue: 59, observed: 3721, best-error: 28.630697342032146 worst-error: 28.66284752690059 SearchModels iteration 60> population: 16, bsize: 64, queue: 60, observed: 3781, best-error: 28.630697342032146 worst-error: 28.657855436564326 SearchModels iteration 61> population: 16, bsize: 64, queue: 57, observed: 3838, best-error: 28.630697342032146 worst-error: 28.65225760677369 SearchModels iteration 62> population: 16, bsize: 64, queue: 60, observed: 3898, best-error: 28.630697342032146 worst-error: 28.646954713739966 SearchModels iteration 63> population: 16, bsize: 64, queue: 57, observed: 3955, best-error: 28.626615630958685 worst-error: 28.64062138610307 SearchModels iteration 64> population: 16, bsize: 64, queue: 59, observed: 4014, best-error: 28.626615630958685 worst-error: 28.6369455497577 SearchModels iteration 65> population: 16, bsize: 64, queue: 60, observed: 4074, best-error: 28.626615630958685 worst-error: 28.632254642371148 SearchModels iteration 66> population: 16, bsize: 64, queue: 60, observed: 4134, best-error: 28.626615630958685 worst-error: 28.63043280778581 SearchModels iteration 67> population: 16, bsize: 64, queue: 60, observed: 4194, best-error: 28.626615630958685 worst-error: 28.628525500479725 SearchModels iteration 68> population: 16, bsize: 64, queue: 53, observed: 4247, best-error: 28.611214682578435 worst-error: 28.6276453634882 SearchModels iteration 69> population: 16, bsize: 64, queue: 58, observed: 4305, best-error: 28.611214682578435 worst-error: 28.627175052237778 SearchModels iteration 70> population: 16, bsize: 64, queue: 55, observed: 4360, best-error: 28.611214682578435 worst-error: 28.622967973158026 SearchModels iteration 71> population: 16, bsize: 64, queue: 54, observed: 4414, best-error: 28.611214682578435 worst-error: 28.619191477353606 SearchModels iteration 72> population: 16, bsize: 64, queue: 60, observed: 4474, best-error: 28.5969956026755 worst-error: 28.61666099408846 SearchModels iteration 73> population: 16, bsize: 64, queue: 59, observed: 4533, best-error: 28.5969956026755 worst-error: 28.608035118456296 SearchModels iteration 74> population: 16, bsize: 64, queue: 56, observed: 4589, best-error: 28.582001130946608 worst-error: 28.600355960690205 SearchModels iteration 75> population: 16, bsize: 64, queue: 61, observed: 4650, best-error: 28.580731361366862 worst-error: 28.59833231094521 SearchModels iteration 76> population: 16, bsize: 64, queue: 59, observed: 4709, best-error: 28.580731361366862 worst-error: 28.594386619768024 SearchModels iteration 77> population: 16, bsize: 64, queue: 56, observed: 4765, best-error: 28.578575738414095 worst-error: 28.58843495817355 SearchModels iteration 78> population: 16, bsize: 64, queue: 62, observed: 4827, best-error: 28.572546577199347 worst-error: 28.584368787527154 SearchModels iteration 79> population: 16, bsize: 64, queue: 58, observed: 4885, best-error: 28.56849047941571 worst-error: 28.58140407617988 SearchModels iteration 80> population: 16, bsize: 64, queue: 61, observed: 4946, best-error: 28.5601876240004 worst-error: 28.57856362826244 SearchModels iteration 81> population: 16, bsize: 64, queue: 57, observed: 5003, best-error: 28.5601876240004 worst-error: 28.57303370352388 SearchModels iteration 82> population: 16, bsize: 64, queue: 60, observed: 5063, best-error: 28.551295863011518 worst-error: 28.566310409989864 SearchModels iteration 83> population: 16, bsize: 64, queue: 56, observed: 5119, best-error: 28.546633285026378 worst-error: 28.56051601384791 SearchModels iteration 84> population: 16, bsize: 64, queue: 61, observed: 5180, best-error: 28.54383076916201 worst-error: 28.557270403015703 SearchModels iteration 85> population: 16, bsize: 64, queue: 56, observed: 5236, best-error: 28.54383076916201 worst-error: 28.55324968621201 SearchModels iteration 86> population: 16, bsize: 64, queue: 59, observed: 5295, best-error: 28.54383076916201 worst-error: 28.549408967448333 SearchModels iteration 87> population: 16, bsize: 64, queue: 60, observed: 5355, best-error: 28.533867865346558 worst-error: 28.546985109024906 SearchModels iteration 88> population: 16, bsize: 64, queue: 56, observed: 5411, best-error: 28.53379559426051 worst-error: 28.545629447981682 SearchModels iteration 89> population: 16, bsize: 64, queue: 58, observed: 5469, best-error: 28.53379559426051 worst-error: 28.54131853937448 SearchModels iteration 90> population: 16, bsize: 64, queue: 57, observed: 5526, best-error: 28.53379559426051 worst-error: 28.539210229255616 SearchModels iteration 91> population: 16, bsize: 64, queue: 61, observed: 5587, best-error: 28.525810536113802 worst-error: 28.53666360033122 SearchModels iteration 92> population: 16, bsize: 64, queue: 60, observed: 5647, best-error: 28.525810536113802 worst-error: 28.53566656289522 SearchModels iteration 93> population: 16, bsize: 64, queue: 60, observed: 5707, best-error: 28.525810536113802 worst-error: 28.533099323435962 SearchModels iteration 94> population: 16, bsize: 64, queue: 57, observed: 5764, best-error: 28.517183118042823 worst-error: 28.531068378200438 SearchModels iteration 95> population: 16, bsize: 64, queue: 62, observed: 5826, best-error: 28.517069637014966 worst-error: 28.528424105081246 SearchModels iteration 96> population: 16, bsize: 64, queue: 61, observed: 5887, best-error: 28.517069637014966 worst-error: 28.52274775450639 SearchModels iteration 97> population: 16, bsize: 64, queue: 58, observed: 5945, best-error: 28.517069637014966 worst-error: 28.519037161423924 SearchModels iteration 98> population: 16, bsize: 64, queue: 60, observed: 6005, best-error: 28.504180922235218 worst-error: 28.517800270119764 SearchModels iteration 99> population: 16, bsize: 64, queue: 61, observed: 6066, best-error: 28.504180922235218 worst-error: 28.51172046816491 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.9647408995250252, 0.1599117717424985, 0.036068091446102235, 0.37755185596977614, 0.2689624135587352] 1 => ([0.28764463841779087, -0.39685690371322135, -0.31426808376417525, 0.3866608335509517, 0.2739751720303393] => 28.498895636339164) 2 => ([0.2863256982295077, -0.3940504491276655, -0.3142680837640246, 0.3866608335509517, 0.2739751720303393] => 28.504180922235218) 3 => ([0.28630330617071054, -0.3945925138446161, -0.314268083764208, 0.3866608335509517, 0.2739751720303393] => 28.504363553613096) 4 => ([0.28629211014131195, -0.3948635462030914, -0.3142680837642997, 0.3866608335509517, 0.2739751720303393] => 28.504462288990574) 5 => ([0.28626957550481136, -0.3942721104121063, -0.3142680837643478, 0.3866608335509517, 0.2739751720303393] => 28.504464222939845) 6 => ([0.2862809141119134, -0.39513457856156664, -0.3142680837643914, 0.3866608335509517, 0.2739751720303393] => 28.50456597082703) 7 => ([0.2862358448389121, -0.39395170697959647, -0.3142680837644875, 0.3866608335509517, 0.2739751720303393] => 28.504571806871663) 8 => ([0.2862718367373883, -0.3954156918856676, -0.3142680837642779, 0.3866608335509517, 0.2739751720303393] => 28.50466734514081) 9 => ([0.2861907755659108, -0.3927688353976263, -0.3142680837645836, 0.3866608335509517, 0.2739751720303393] => 28.504671858780934) 10 => ([0.2861317993337723, -0.39275708637621665, -0.3142680837641381, 0.3866608335509517, 0.2739751720303393] => 28.504936298540837) 11 => ([0.2862403673040661, -0.3962388699267192, -0.3142680837643478, 0.3866608335509517, 0.2739751720303393] => 28.505016765203017) 12 => ([0.2861094072749752, -0.3932991510931672, -0.3142680837643215, 0.3866608335509517, 0.2739751720303393] => 28.505071732123902) 13 => ([0.28608687263847454, -0.3927077153021821, -0.31426808376436954, 0.3866608335509517, 0.2739751720303393] => 28.505135973750892) 14 => ([0.28593790043803696, -0.3914637236247678, -0.31426808376425164, 0.3866608335509517, 0.2739751720303393] => 28.505804384378692) 15 => ([0.2855611849651454, -0.39348903828324927, -0.3142680837640999, 0.3866608335509517, 0.2739751720303393] => 28.507552172368992) 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: 1130, best-error: 0.7200000000000061 worst-error: 18.500000000000007 SearchModels iteration 2> population: 16, bsize: 32, queue: 160, observed: 1290, best-error: 0.20000000000000115 worst-error: 5.198125000000012 SearchModels iteration 3> population: 16, bsize: 32, queue: 159, observed: 1449, best-error: 0.20000000000000115 worst-error: 2.420000000000001 SearchModels iteration 4> population: 16, bsize: 32, queue: 165, observed: 1614, best-error: 0.011291503906249924 worst-error: 0.8281250000000031 SearchModels iteration 5> population: 16, bsize: 32, queue: 178, observed: 1792, best-error: 0.0049586486816405725 worst-error: 0.34945556640624925 SearchModels iteration 6> population: 16, bsize: 32, queue: 176, observed: 1968, best-error: 0.0018678379058837792 worst-error: 0.1456080627441408 SearchModels iteration 7> population: 16, bsize: 32, queue: 172, observed: 2140, best-error: 0.0018678379058837792 worst-error: 0.0312499999999998 SearchModels iteration 8> population: 16, bsize: 32, queue: 176, observed: 2316, best-error: 0.0018678379058837792 worst-error: 0.00848864857107423 SearchModels iteration 9> population: 16, bsize: 32, queue: 169, observed: 2485, best-error: 0.0008436781167983289 worst-error: 0.003412818203214752 SearchModels iteration 10> population: 16, bsize: 32, queue: 176, observed: 2661, best-error: 0.00010646779337549645 worst-error: 0.0018907249068432714 SearchModels iteration 11> population: 16, bsize: 32, queue: 179, observed: 2840, best-error: 3.9945518228710546e-5 worst-error: 0.00029264509677888337 SearchModels iteration 12> population: 16, bsize: 32, queue: 171, observed: 3011, best-error: 1.9905842592034983e-5 worst-error: 9.116531818167667e-5 SearchModels iteration 13> population: 16, bsize: 32, queue: 177, observed: 3188, best-error: 7.481016218663892e-6 worst-error: 5.5154916518081603e-5 SearchModels iteration 14> population: 16, bsize: 32, queue: 179, observed: 3367, best-error: 8.160541705495869e-7 worst-error: 1.6905925265095145e-5 SearchModels iteration 15> population: 16, bsize: 32, queue: 184, observed: 3551, best-error: 6.093920110100724e-8 worst-error: 3.0715928005546106e-6 SearchModels iteration 16> population: 16, bsize: 32, queue: 178, observed: 3729, best-error: 6.093920110100724e-8 worst-error: 5.920394821215799e-7 SearchModels iteration 17> population: 16, bsize: 32, queue: 183, observed: 3912, best-error: 5.146417060480083e-10 worst-error: 1.4501697478410178e-7 SearchModels iteration 18> population: 16, bsize: 32, queue: 176, observed: 4088, best-error: 5.146417060480083e-10 worst-error: 2.3587054534022766e-8 SearchModels> stop by convergence error=(1.0000205993652342, 1.0000473022460938) => 4.149106179235759e-9, iter=19 (of 300) 1 => ((1.0000179290771483, 1.000034713745117) => 4.5249262918331986e-10) 2 => ((0.9999832153320312, 0.9999649047851562) => 5.146417060480083e-10) 3 => ((0.9999992370605468, 1.0000015258789063) => 9.319042960536356e-10) 4 => ((1.00003662109375, 1.0000747680664062) => 1.573526058344818e-9) 5 => ((1.0000232696533202, 1.0000499725341796) => 1.7198101258660063e-9) 6 => ((1.0000205993652342, 1.0000450134277346) => 1.879201648160437e-9) 7 => ((0.9999858856201171, 0.9999759674072265) => 1.9598302775822167e-9) 8 => ((0.9999618530273436, 0.9999267578125) => 2.3856261309075392e-9) 9 => ((0.9999565124511718, 0.9999160766601562) => 2.8213355587952224e-9) 10 => ((1.0000099182128905, 1.000025177001953) => 2.95044126134278e-9) 11 => ((0.9999752044677733, 0.9999553680419921) => 3.0734823399780575e-9) 12 => ((1.0000152587890625, 1.000025177001953) => 3.0852547238871713e-9) 13 => ((1.0000099182128905, 1.0000259399414062) => 3.823541164909457e-9) 14 => ((1.0000099182128905, 1.0000259399414064) => 3.823541165180503e-9) 15 => ((1.000031280517578, 1.000067901611328) => 3.8296011411448335e-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: 166, observed: 1124, best-error: 0.52 worst-error: 17.320000000000007 SearchModels iteration 2> population: 16, bsize: 32, queue: 178, observed: 1302, best-error: 0.0999999999999996 worst-error: 2.65 SearchModels iteration 3> population: 16, bsize: 32, queue: 167, observed: 1469, best-error: 0.062499999999999556 worst-error: 0.6481250000000008 SearchModels iteration 4> population: 16, bsize: 32, queue: 166, observed: 1635, best-error: 0.0506640625 worst-error: 0.2610961914062497 SearchModels iteration 5> population: 16, bsize: 32, queue: 162, observed: 1797, best-error: 0.02745620727539039 worst-error: 0.0999999999999996 SearchModels iteration 6> population: 16, bsize: 32, queue: 173, observed: 1970, best-error: 0.013169097900390468 worst-error: 0.04999999999999955 SearchModels iteration 7> population: 16, bsize: 32, queue: 188, observed: 2158, best-error: 0.005283517837524397 worst-error: 0.022368783950805684 SearchModels iteration 8> population: 16, bsize: 32, queue: 187, observed: 2345, best-error: 0.005283517837524397 worst-error: 0.01008789062499996 SearchModels iteration 9> population: 16, bsize: 32, queue: 179, observed: 2524, best-error: 0.005283517837524397 worst-error: 0.007194681167602532 SearchModels iteration 10> population: 16, bsize: 32, queue: 173, observed: 2697, best-error: 0.005188913345336919 worst-error: 0.00604450227474451 SearchModels iteration 11> population: 16, bsize: 32, queue: 163, observed: 2860, best-error: 0.005175180435180665 worst-error: 0.005582590103149385 SearchModels iteration 12> population: 16, bsize: 32, queue: 157, observed: 3017, best-error: 0.005175180435180665 worst-error: 0.00531262222677472 SearchModels iteration 13> population: 16, bsize: 32, queue: 153, observed: 3170, best-error: 0.005166788101196293 worst-error: 0.005226113644466754 SearchModels iteration 14> population: 16, bsize: 32, queue: 139, observed: 3309, best-error: 0.005166788101196293 worst-error: 0.005194163611304242 SearchModels iteration 15> population: 16, bsize: 32, queue: 128, observed: 3437, best-error: 0.005166788101196293 worst-error: 0.005176795534446828 SearchModels iteration 16> population: 16, bsize: 32, queue: 135, observed: 3572, best-error: 0.005166788101196293 worst-error: 0.005170423775759904 SearchModels iteration 17> population: 16, bsize: 32, queue: 124, observed: 3696, best-error: 0.005166016966104511 worst-error: 0.0051676810191631315 SearchModels iteration 18> population: 16, bsize: 32, queue: 100, observed: 3796, best-error: 0.005166016966104511 worst-error: 0.005166344791650776 SearchModels iteration 19> population: 16, bsize: 32, queue: 100, observed: 3896, best-error: 0.005166016221046451 worst-error: 0.005166040807962421 SearchModels> stop by convergence error=(0.928125, 0.8614105224609374) => 0.0051660186424851455, iter=20 (of 300) 1 => ((0.928125, 0.8614158630371093) => 0.00516601562732831) 2 => ((0.928125, 0.8614166259765623) => 0.0051660156622529065) 3 => ((0.928125, 0.8614151000976562) => 0.005166015708819035) 4 => ((0.928125, 0.8614173889160155) => 0.0051660158135928246) 5 => ((0.928125, 0.861414337158203) => 0.0051660159067250825) 6 => ((0.928125, 0.8614135742187499) => 0.005166016221046451) 7 => ((0.928125, 0.8614189147949218) => 0.005166016465518627) 8 => ((0.928125, 0.8614128112792967) => 0.005166016651783142) 9 => ((0.928125, 0.8614196777343748) => 0.0051660169661045105) 10 => ((0.928125, 0.8614196777343749) => 0.005166016966104511) 11 => ((0.928125, 0.8614120483398436) => 0.005166017198935155) 12 => ((0.928125, 0.861420440673828) => 0.005166017583105717) 13 => ((0.928125, 0.8614112854003905) => 0.005166017862502489) 14 => ((0.928125, 0.8614112854003906) => 0.005166017862502489) 15 => ((0.928125, 0.8614212036132811) => 0.005166018316522244) Test Summary: | Total Time SearchModels.jl | 0 2.4s Testing SearchModels tests passed Testing completed after 20.6s PkgEval succeeded after 67.67s