Package evaluation of SearchModels on Julia 1.13.0-DEV.680 (905a44b8ef*) started at 2025-06-01T14:06:22.151 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 7.92s ################################################################################ # 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 v0.9.4 [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 To see why use `status --outdated -m` Installation completed after 1.15s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 19.0s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_sCoU07/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_sCoU07/Manifest.toml` [34da2185] Compat v4.16.0 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [ffbed154] DocStringExtensions v0.9.4 [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: 59383.430152431276 worst-error: 1.3230140908600744e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 61, observed: 421, best-error: 16745.342449271382 worst-error: 152585.23197944474 SearchModels iteration 3> population: 16, bsize: 64, queue: 61, observed: 482, best-error: 3791.1238572164443 worst-error: 31082.807873628353 SearchModels iteration 4> population: 16, bsize: 64, queue: 62, observed: 544, best-error: 36.3285538158246 worst-error: 7371.072947966243 SearchModels iteration 5> population: 16, bsize: 64, queue: 59, observed: 603, best-error: 36.3285538158246 worst-error: 1373.522021215284 SearchModels iteration 6> population: 16, bsize: 64, queue: 57, observed: 660, best-error: 35.66883997775886 worst-error: 273.9659128836559 SearchModels iteration 7> population: 16, bsize: 64, queue: 58, observed: 718, best-error: 28.55268174960066 worst-error: 47.861507542321085 SearchModels iteration 8> population: 16, bsize: 64, queue: 61, observed: 779, best-error: 22.751186977690672 worst-error: 28.718827419821665 SearchModels iteration 9> population: 16, bsize: 64, queue: 56, observed: 835, best-error: 22.387900035116836 worst-error: 23.829299126930753 SearchModels iteration 10> population: 16, bsize: 64, queue: 62, observed: 897, best-error: 21.38707499420089 worst-error: 23.146426759439077 SearchModels iteration 11> population: 16, bsize: 64, queue: 62, observed: 959, best-error: 20.32940538792784 worst-error: 22.41089285777444 SearchModels iteration 12> population: 16, bsize: 64, queue: 58, observed: 1017, best-error: 20.32940538792784 worst-error: 21.650143694717823 SearchModels iteration 13> population: 16, bsize: 64, queue: 55, observed: 1072, best-error: 19.61118189639723 worst-error: 20.955592328894227 SearchModels iteration 14> population: 16, bsize: 64, queue: 55, observed: 1127, best-error: 19.389177295525254 worst-error: 20.494684130745053 SearchModels iteration 15> population: 16, bsize: 64, queue: 61, observed: 1188, best-error: 19.139908971447678 worst-error: 19.932665657205344 SearchModels iteration 16> population: 16, bsize: 64, queue: 58, observed: 1246, best-error: 18.286385077734852 worst-error: 19.421640943950315 SearchModels iteration 17> population: 16, bsize: 64, queue: 60, observed: 1306, best-error: 17.565430656013753 worst-error: 18.839686985863885 SearchModels iteration 18> population: 16, bsize: 64, queue: 60, observed: 1366, best-error: 17.565430656013753 worst-error: 18.584580092244966 SearchModels iteration 19> population: 16, bsize: 64, queue: 58, observed: 1424, best-error: 17.445561118377263 worst-error: 18.06766138059842 SearchModels iteration 20> population: 16, bsize: 64, queue: 61, observed: 1485, best-error: 17.445561118377263 worst-error: 17.74849607538832 SearchModels iteration 21> population: 16, bsize: 64, queue: 60, observed: 1545, best-error: 16.972061590276127 worst-error: 17.565430656013753 SearchModels iteration 22> population: 16, bsize: 64, queue: 61, observed: 1606, best-error: 16.810865422981305 worst-error: 17.269380852456408 SearchModels iteration 23> population: 16, bsize: 64, queue: 57, observed: 1663, best-error: 16.692918159464654 worst-error: 17.034759950457424 SearchModels iteration 24> population: 16, bsize: 64, queue: 56, observed: 1719, best-error: 16.34483454899262 worst-error: 16.87701927322904 SearchModels iteration 25> population: 16, bsize: 64, queue: 61, observed: 1780, best-error: 16.191599886447484 worst-error: 16.72454413786674 SearchModels iteration 26> population: 16, bsize: 64, queue: 57, observed: 1837, best-error: 15.877792453493013 worst-error: 16.541596476001565 SearchModels iteration 27> population: 16, bsize: 64, queue: 55, observed: 1892, best-error: 15.728783230839232 worst-error: 16.373082147771125 SearchModels iteration 28> population: 16, bsize: 64, queue: 58, observed: 1950, best-error: 15.728783230839232 worst-error: 16.1606522126425 SearchModels iteration 29> population: 16, bsize: 64, queue: 57, observed: 2007, best-error: 15.636500871793679 worst-error: 16.02928077229311 SearchModels iteration 30> population: 16, bsize: 64, queue: 55, observed: 2062, best-error: 15.52021792653519 worst-error: 15.916123062608762 SearchModels iteration 31> population: 16, bsize: 64, queue: 56, observed: 2118, best-error: 14.2285980961976 worst-error: 15.750094598109419 SearchModels iteration 32> population: 16, bsize: 64, queue: 59, observed: 2177, best-error: 14.070045231322833 worst-error: 14.614979265638354 SearchModels iteration 33> population: 16, bsize: 64, queue: 59, observed: 2236, best-error: 13.95171608007288 worst-error: 14.168811316498855 SearchModels iteration 34> population: 16, bsize: 64, queue: 58, observed: 2294, best-error: 13.95171608007288 worst-error: 14.116138935874567 SearchModels iteration 35> population: 16, bsize: 64, queue: 57, observed: 2351, best-error: 13.84822436340689 worst-error: 14.066156555367817 SearchModels iteration 36> population: 16, bsize: 64, queue: 58, observed: 2409, best-error: 13.84822436340689 worst-error: 14.041517950179006 SearchModels iteration 37> population: 16, bsize: 64, queue: 58, observed: 2467, best-error: 13.80125652633834 worst-error: 13.975511489569216 SearchModels iteration 38> population: 16, bsize: 64, queue: 59, observed: 2526, best-error: 13.698511362748452 worst-error: 13.87260710192272 SearchModels iteration 39> population: 16, bsize: 64, queue: 60, observed: 2586, best-error: 13.698511362748452 worst-error: 13.814517324101432 SearchModels iteration 40> population: 16, bsize: 64, queue: 57, observed: 2643, best-error: 13.641439320349038 worst-error: 13.783081214514214 SearchModels iteration 41> population: 16, bsize: 64, queue: 56, observed: 2699, best-error: 13.526484292668986 worst-error: 13.740355898367088 SearchModels iteration 42> population: 16, bsize: 64, queue: 60, observed: 2759, best-error: 13.526484292668986 worst-error: 13.686566882689624 SearchModels iteration 43> population: 16, bsize: 64, queue: 60, observed: 2819, best-error: 13.526484292668986 worst-error: 13.622627348133063 SearchModels iteration 44> population: 16, bsize: 64, queue: 58, observed: 2877, best-error: 13.457763962445412 worst-error: 13.582438955489364 SearchModels iteration 45> population: 16, bsize: 64, queue: 56, observed: 2933, best-error: 13.36515508218207 worst-error: 13.549603993641972 SearchModels iteration 46> population: 16, bsize: 64, queue: 57, observed: 2990, best-error: 13.36515508218207 worst-error: 13.467048448839922 SearchModels iteration 47> population: 16, bsize: 64, queue: 58, observed: 3048, best-error: 13.32987693720115 worst-error: 13.413747675612882 SearchModels iteration 48> population: 16, bsize: 64, queue: 57, observed: 3105, best-error: 13.287413222374402 worst-error: 13.372490238247968 SearchModels iteration 49> population: 16, bsize: 64, queue: 59, observed: 3164, best-error: 13.277297618608694 worst-error: 13.350738130369328 SearchModels iteration 50> population: 16, bsize: 64, queue: 59, observed: 3223, best-error: 13.277297618608694 worst-error: 13.324569015723037 SearchModels iteration 51> population: 16, bsize: 64, queue: 58, observed: 3281, best-error: 13.277297618608694 worst-error: 13.297895243847282 SearchModels iteration 52> population: 16, bsize: 64, queue: 58, observed: 3339, best-error: 13.277297618608694 worst-error: 13.289652593160389 SearchModels iteration 53> population: 16, bsize: 64, queue: 59, observed: 3398, best-error: 13.217170655300057 worst-error: 13.284789482050696 SearchModels iteration 54> population: 16, bsize: 64, queue: 58, observed: 3456, best-error: 13.217170655300057 worst-error: 13.28047467743861 SearchModels iteration 55> population: 16, bsize: 64, queue: 56, observed: 3512, best-error: 13.167403076112556 worst-error: 13.247173840889362 SearchModels iteration 56> population: 16, bsize: 64, queue: 58, observed: 3570, best-error: 13.16429381504603 worst-error: 13.216560370265679 SearchModels iteration 57> population: 16, bsize: 64, queue: 58, observed: 3628, best-error: 13.114874889382438 worst-error: 13.18356798148134 SearchModels iteration 58> population: 16, bsize: 64, queue: 59, observed: 3687, best-error: 13.06596805465768 worst-error: 13.156536358263406 SearchModels iteration 59> population: 16, bsize: 64, queue: 59, observed: 3746, best-error: 13.06596805465768 worst-error: 13.129072719811544 SearchModels iteration 60> population: 16, bsize: 64, queue: 57, observed: 3803, best-error: 13.024057180595811 worst-error: 13.113143726772787 SearchModels iteration 61> population: 16, bsize: 64, queue: 61, observed: 3864, best-error: 13.024057180595811 worst-error: 13.088099268216231 SearchModels iteration 62> population: 16, bsize: 64, queue: 60, observed: 3924, best-error: 13.024057180595811 worst-error: 13.06435749732568 SearchModels iteration 63> population: 16, bsize: 64, queue: 59, observed: 3983, best-error: 12.98848598913498 worst-error: 13.043228595852598 SearchModels iteration 64> population: 16, bsize: 64, queue: 57, observed: 4040, best-error: 12.987974970532214 worst-error: 13.032608101211796 SearchModels iteration 65> population: 16, bsize: 64, queue: 61, observed: 4101, best-error: 12.977212546504912 worst-error: 13.009672770061902 SearchModels iteration 66> population: 16, bsize: 64, queue: 57, observed: 4158, best-error: 12.953181308087027 worst-error: 12.992233023408847 SearchModels iteration 67> population: 16, bsize: 64, queue: 57, observed: 4215, best-error: 12.949311722931554 worst-error: 12.984428739467536 SearchModels iteration 68> population: 16, bsize: 64, queue: 60, observed: 4275, best-error: 12.939810153867441 worst-error: 12.974262505012291 SearchModels iteration 69> population: 16, bsize: 64, queue: 60, observed: 4335, best-error: 12.935859882074976 worst-error: 12.959549804586565 SearchModels iteration 70> population: 16, bsize: 64, queue: 59, observed: 4394, best-error: 12.91766585299387 worst-error: 12.946749590856525 SearchModels iteration 71> population: 16, bsize: 64, queue: 57, observed: 4451, best-error: 12.908189338866123 worst-error: 12.929604470199036 SearchModels iteration 72> population: 16, bsize: 64, queue: 59, observed: 4510, best-error: 12.893843012275584 worst-error: 12.91777177526309 SearchModels iteration 73> population: 16, bsize: 64, queue: 59, observed: 4569, best-error: 12.891941232894483 worst-error: 12.909964829588313 SearchModels iteration 74> population: 16, bsize: 64, queue: 60, observed: 4629, best-error: 12.881617485926496 worst-error: 12.902735588651193 SearchModels iteration 75> population: 16, bsize: 64, queue: 58, observed: 4687, best-error: 12.857623545364705 worst-error: 12.891999354425886 SearchModels iteration 76> population: 16, bsize: 64, queue: 58, observed: 4745, best-error: 12.839647661693402 worst-error: 12.883300915330613 SearchModels iteration 77> population: 16, bsize: 64, queue: 57, observed: 4802, best-error: 12.839647661693402 worst-error: 12.868235853768576 SearchModels iteration 78> population: 16, bsize: 64, queue: 55, observed: 4857, best-error: 12.837497512985065 worst-error: 12.855976362528567 SearchModels iteration 79> population: 16, bsize: 64, queue: 58, observed: 4915, best-error: 12.835651751914984 worst-error: 12.846748338277681 SearchModels iteration 80> population: 16, bsize: 64, queue: 59, observed: 4974, best-error: 12.8181594830658 worst-error: 12.840127547547135 SearchModels iteration 81> population: 16, bsize: 64, queue: 62, observed: 5036, best-error: 12.808776780365916 worst-error: 12.828963133607788 SearchModels iteration 82> population: 16, bsize: 64, queue: 59, observed: 5095, best-error: 12.80474198757915 worst-error: 12.820545729206994 SearchModels iteration 83> population: 16, bsize: 64, queue: 56, observed: 5151, best-error: 12.799371111084772 worst-error: 12.814403143661355 SearchModels iteration 84> population: 16, bsize: 64, queue: 58, observed: 5209, best-error: 12.798506863625443 worst-error: 12.806879190771499 SearchModels iteration 85> population: 16, bsize: 64, queue: 62, observed: 5271, best-error: 12.786214761013863 worst-error: 12.80142613102713 SearchModels iteration 86> population: 16, bsize: 64, queue: 57, observed: 5328, best-error: 12.775462491346802 worst-error: 12.795098784609554 SearchModels iteration 87> population: 16, bsize: 64, queue: 57, observed: 5385, best-error: 12.775462491346802 worst-error: 12.790673461334766 SearchModels iteration 88> population: 16, bsize: 64, queue: 58, observed: 5443, best-error: 12.772334159823336 worst-error: 12.785949345408378 SearchModels iteration 89> population: 16, bsize: 64, queue: 60, observed: 5503, best-error: 12.767136937600503 worst-error: 12.780828361709512 SearchModels iteration 90> population: 16, bsize: 64, queue: 57, observed: 5560, best-error: 12.767136937600503 worst-error: 12.775462491346802 SearchModels iteration 91> population: 16, bsize: 64, queue: 58, observed: 5618, best-error: 12.767136937600503 worst-error: 12.77265364263493 SearchModels iteration 92> population: 16, bsize: 64, queue: 60, observed: 5678, best-error: 12.758103802798939 worst-error: 12.770091716932322 SearchModels iteration 93> population: 16, bsize: 64, queue: 61, observed: 5739, best-error: 12.758103802798939 worst-error: 12.765254418550086 SearchModels iteration 94> population: 16, bsize: 64, queue: 57, observed: 5796, best-error: 12.754901825756528 worst-error: 12.761245009550034 SearchModels iteration 95> population: 16, bsize: 64, queue: 59, observed: 5855, best-error: 12.750367606158367 worst-error: 12.758103802798939 SearchModels iteration 96> population: 16, bsize: 64, queue: 61, observed: 5916, best-error: 12.744343068355679 worst-error: 12.754895592321738 SearchModels iteration 97> population: 16, bsize: 64, queue: 55, observed: 5971, best-error: 12.740242400103973 worst-error: 12.751859551424037 SearchModels iteration 98> population: 16, bsize: 64, queue: 60, observed: 6031, best-error: 12.736860371091394 worst-error: 12.746493063470362 SearchModels iteration 99> population: 16, bsize: 64, queue: 57, observed: 6088, best-error: 12.735589990756068 worst-error: 12.741155838510277 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.19660583851463032, 0.4656133380023011, 0.21926406725957504, 0.19796010354905713, 0.7780957636098441] 1 => ([0.008827192398456156, 0.3319422237539821, -0.03933963751313872, 0.2002290709941135, 0.7816684698170799] => 12.731655728606466) 2 => ([0.008866870665506827, 0.33754287955247364, -0.03935317375076701, 0.20022907099403742, 0.7816684698170973] => 12.734246200280843) 3 => ([0.00872539726934936, 0.33596499931876755, -0.0394626734927919, 0.20022907099405834, 0.7816684698170925] => 12.735589990756068) 4 => ([0.008694211633697867, 0.3351545684757321, -0.03951687652461043, 0.20022907099407866, 0.7816684698170879] => 12.736196960083861) 5 => ([0.008663025998046374, 0.33434413763269666, -0.03957107955642897, 0.20022907099409895, 0.7816684698170833] => 12.736860371091394) 6 => ([0.00870451396428778, 0.33391195363236337, -0.03962362902218494, 0.20022907099408488, 0.7816684698170865] => 12.73745946217366) 7 => ([0.008767207176617484, 0.3361141402997511, -0.03960240315153835, 0.200229070994095, 0.7816684698170842] => 12.737911342573838) 8 => ([0.00872445327370771, 0.3357947823439449, -0.03960826637449523, 0.20022907099408227, 0.781668469817087] => 12.737982346029959) 9 => ([0.008746001930529186, 0.3334797696320301, -0.03967617848794092, 0.20022907099407078, 0.7816684698170897] => 12.738082107258663) 10 => ([0.008703505109595722, 0.3379992163607092, -0.03953523134492383, 0.20022907099415987, 0.7816684698170693] => 12.738098891270708) 11 => ([0.008721052932442408, 0.33427250423836496, -0.03965889252235182, 0.20022907099406817, 0.7816684698170903] => 12.738166550475503) 12 => ([0.008745109198251265, 0.3348028918121093, -0.03965205672234954, 0.20022907099410622, 0.7816684698170816] => 12.7381983462512) 13 => ([0.008696103934355631, 0.3350652388446999, -0.039641606556762715, 0.20022907099406562, 0.7816684698170908] => 12.73829447022432) 14 => ([0.00868073368048431, 0.33466859308442387, -0.03966998082810211, 0.20022907099407578, 0.7816684698170886] => 12.738660899389608) 15 => ([0.008762540898683814, 0.3338403202380317, -0.039711441988107804, 0.2002290709940541, 0.7816684698170935] => 12.738786108790205) 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: 165, observed: 1132, best-error: 0.0999999999999996 worst-error: 16.000000000000004 SearchModels iteration 2> population: 16, bsize: 32, queue: 155, observed: 1287, best-error: 0.0999999999999996 worst-error: 2.5700000000000007 SearchModels iteration 3> population: 16, bsize: 32, queue: 171, observed: 1458, best-error: 4.942706609275402e-30 worst-error: 0.48691406249999647 SearchModels iteration 4> population: 16, bsize: 32, queue: 167, observed: 1625, best-error: 4.942706609275402e-30 worst-error: 0.06250000000000111 SearchModels iteration 5> population: 16, bsize: 32, queue: 167, observed: 1792, best-error: 4.942706609275402e-30 worst-error: 0.03187026977539181 SearchModels iteration 6> population: 16, bsize: 32, queue: 168, observed: 1960, best-error: 4.942706609275402e-30 worst-error: 0.011291503906250305 SearchModels iteration 7> population: 16, bsize: 32, queue: 163, observed: 2123, best-error: 4.942706609275402e-30 worst-error: 0.0037574768066407187 SearchModels iteration 8> population: 16, bsize: 32, queue: 169, observed: 2292, best-error: 4.942706609275402e-30 worst-error: 0.0015593051910399592 SearchModels iteration 9> population: 16, bsize: 32, queue: 169, observed: 2461, best-error: 4.942706609275402e-30 worst-error: 0.000646135844290308 SearchModels iteration 10> population: 16, bsize: 32, queue: 167, observed: 2628, best-error: 4.942706609275402e-30 worst-error: 0.000267312827054462 SearchModels iteration 11> population: 16, bsize: 32, queue: 181, observed: 2809, best-error: 4.942706609275402e-30 worst-error: 0.00012697279453279174 SearchModels iteration 12> population: 16, bsize: 32, queue: 175, observed: 2984, best-error: 4.942706609275402e-30 worst-error: 5.8556415751815366e-5 SearchModels iteration 13> population: 16, bsize: 32, queue: 180, observed: 3164, best-error: 4.942706609275402e-30 worst-error: 2.5870405961548714e-5 SearchModels iteration 14> population: 16, bsize: 32, queue: 173, observed: 3337, best-error: 4.942706609275402e-30 worst-error: 1.1005031410603136e-5 SearchModels iteration 15> population: 16, bsize: 32, queue: 178, observed: 3515, best-error: 4.942706609275402e-30 worst-error: 4.675445516684609e-6 SearchModels iteration 16> population: 16, bsize: 32, queue: 181, observed: 3696, best-error: 4.942706609275402e-30 worst-error: 1.877303937817377e-6 SearchModels iteration 17> population: 16, bsize: 32, queue: 182, observed: 3878, best-error: 4.942706609275402e-30 worst-error: 9.829590173339064e-7 SearchModels iteration 18> population: 16, bsize: 32, queue: 180, observed: 4058, best-error: 4.942706609275402e-30 worst-error: 3.7932385881033964e-7 SearchModels iteration 19> population: 16, bsize: 32, queue: 182, observed: 4240, best-error: 4.942706609275402e-30 worst-error: 2.0311060731063615e-7 SearchModels> stop by convergence error=(1.0003067016601561, 1.0006240844726562) => 1.0527454826186017e-7, iter=20 (of 300) 1 => ((0.9999999999999999, 1.0) => 4.942706609275402e-30) 2 => ((1.0001213073730468, 1.0002487182617188) => 1.842282747767848e-8) 3 => ((1.0001876831054686, 1.0003814697265625) => 3.890736325273058e-8) 4 => ((1.0002487182617186, 1.0005027770996093) => 6.46472573382195e-8) 5 => ((1.0002380371093749, 1.0004852294921875) => 6.494013905812103e-8) 6 => ((1.0002567291259763, 1.0005199432373046) => 7.003029716232426e-8) 7 => ((1.0002513885498046, 1.0005111694335938) => 7.013365659149788e-8) 8 => ((1.0002426147460937, 1.0004974365234376) => 7.361971684163135e-8) 9 => ((1.000253677368164, 1.0005172729492187) => 7.40620641554655e-8) 10 => ((1.0002647399902342, 1.000537109375) => 7.580157506799325e-8) 11 => ((1.0002487182617186, 1.0004852294921875) => 7.691334486003918e-8) 12 => ((1.000275421142578, 1.0005592346191405) => 8.277318504568458e-8) 13 => ((1.0002426147460937, 1.0005027770996093) => 8.944753696256258e-8) 14 => ((1.0002861022949219, 1.0005813598632813) => 9.00872162392358e-8) 15 => ((1.0003120422363279, 1.0006328582763673) => 1.0489840682752477e-7) ===== 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: 173, observed: 1146, best-error: 2.0 worst-error: 14.899999999999988 SearchModels iteration 2> population: 16, bsize: 32, queue: 158, observed: 1304, best-error: 0.10000000000000016 worst-error: 2.6499999999999995 SearchModels iteration 3> population: 16, bsize: 32, queue: 171, observed: 1475, best-error: 0.10000000000000016 worst-error: 1.2200000000000002 SearchModels iteration 4> population: 16, bsize: 32, queue: 160, observed: 1635, best-error: 0.10000000000000016 worst-error: 0.6500000000000001 SearchModels iteration 5> population: 16, bsize: 32, queue: 175, observed: 1810, best-error: 0.10000000000000016 worst-error: 0.38355712890625193 SearchModels iteration 6> population: 16, bsize: 32, queue: 175, observed: 1985, best-error: 0.10000000000000016 worst-error: 0.26265869140625 SearchModels iteration 7> population: 16, bsize: 32, queue: 177, observed: 2162, best-error: 0.10000000000000016 worst-error: 0.1942045688629151 SearchModels iteration 8> population: 16, bsize: 32, queue: 167, observed: 2329, best-error: 0.10000000000000016 worst-error: 0.1372788244858386 SearchModels iteration 9> population: 16, bsize: 32, queue: 158, observed: 2487, best-error: 0.09755082130432143 worst-error: 0.11233261171728376 SearchModels iteration 10> population: 16, bsize: 32, queue: 164, observed: 2651, best-error: 0.09609055519104011 worst-error: 0.1030970764160158 SearchModels iteration 11> population: 16, bsize: 32, queue: 159, observed: 2810, best-error: 0.09443704251199964 worst-error: 0.09867902990663427 SearchModels iteration 12> population: 16, bsize: 32, queue: 142, observed: 2952, best-error: 0.09397782385349272 worst-error: 0.09645833965623751 SearchModels iteration 13> population: 16, bsize: 32, queue: 152, observed: 3104, best-error: 0.09356558785075325 worst-error: 0.09478965032394637 SearchModels iteration 14> population: 16, bsize: 32, queue: 146, observed: 3250, best-error: 0.09298647940158844 worst-error: 0.09391054901993812 SearchModels iteration 15> population: 16, bsize: 32, queue: 145, observed: 3395, best-error: 0.09298647940158844 worst-error: 0.09344477996011846 SearchModels iteration 16> population: 16, bsize: 32, queue: 139, observed: 3534, best-error: 0.09298647940158844 worst-error: 0.09318571111784875 SearchModels iteration 17> population: 16, bsize: 32, queue: 132, observed: 3666, best-error: 0.09298647940158844 worst-error: 0.09307370767474878 SearchModels iteration 18> population: 16, bsize: 32, queue: 114, observed: 3780, best-error: 0.09298647940158844 worst-error: 0.0930300851036856 SearchModels iteration 19> population: 16, bsize: 32, queue: 120, observed: 3900, best-error: 0.09298647940158844 worst-error: 0.0930097863254027 SearchModels iteration 20> population: 16, bsize: 32, queue: 125, observed: 4025, best-error: 0.09298647940158844 worst-error: 0.09299939950609902 SearchModels iteration 21> population: 16, bsize: 32, queue: 120, observed: 4145, best-error: 0.09298647940158844 worst-error: 0.0929940976202488 SearchModels iteration 22> population: 16, bsize: 32, queue: 121, observed: 4266, best-error: 0.09298647940158844 worst-error: 0.09299071268570576 SearchModels iteration 23> population: 16, bsize: 32, queue: 111, observed: 4377, best-error: 0.09298647940158844 worst-error: 0.09298893489176406 SearchModels iteration 24> population: 16, bsize: 32, queue: 131, observed: 4508, best-error: 0.09298647940158844 worst-error: 0.09298789362946991 SearchModels iteration 25> population: 16, bsize: 32, queue: 119, observed: 4627, best-error: 0.09298647940158844 worst-error: 0.0929872328415513 SearchModels iteration 26> population: 16, bsize: 32, queue: 122, observed: 4749, best-error: 0.09298647940158844 worst-error: 0.09298692653192119 SearchModels iteration 27> population: 16, bsize: 32, queue: 122, observed: 4871, best-error: 0.09298647940158844 worst-error: 0.09298672025844143 SearchModels> stop by convergence error=(0.6953119277954102, 0.4822265625) => 0.09298663194173684, iter=28 (of 300) 1 => ((0.6953125, 0.4822265625) => 0.09298647940158844) 2 => ((0.695312213897705, 0.4822265625) => 0.09298655565573129) 3 => ((0.6953123569488525, 0.48222639560699465) => 0.09298655867363859) 4 => ((0.6953125, 0.48222622871398924) => 0.09298656171836228) 5 => ((0.6953125, 0.4822261095046997) => 0.09298659112261021) 6 => ((0.6953122854232788, 0.4822263360023499) => 0.09298659243107202) 7 => ((0.6953120708465577, 0.4822265625) => 0.09298659379475122) 8 => ((0.6953121423721313, 0.48222647905349736) => 0.09298659529304998) 9 => ((0.695312213897705, 0.48222639560699465) => 0.09298659679805284) 10 => ((0.6953122854232788, 0.48222631216049194) => 0.09298659830975978) 11 => ((0.6953123569488525, 0.48222622871398924) => 0.09298659982817083) 12 => ((0.6953125, 0.4822260618209839) => 0.09298660288510519) 13 => ((0.6953125, 0.48222599029541013) => 0.0929866205297003) 14 => ((0.695312213897705, 0.4822262763977051) => 0.09298662618883599) 15 => ((0.6953123569488525, 0.4822261095046997) => 0.09298662922767588) Test Summary: | Total Time SearchModels.jl | 0 2.4s Testing SearchModels tests passed Testing completed after 20.46s PkgEval succeeded after 62.8s