Package evaluation to test SearchModels on Julia 1.14.0-DEV.1851 (d64c0da64c*) started at 2026-03-05T15:11:59.049 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 13.4s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [0e966ebe] + SearchModels v0.5.0 Updating `~/.julia/environments/v1.14/Manifest.toml` [34da2185] + Compat v4.18.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [ffbed154] + DocStringExtensions v0.9.5 [92d709cd] + IrrationalConstants v0.2.6 [2ab3a3ac] + LogExpFunctions v0.3.29 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.1 [0e966ebe] + SearchModels v0.5.0 [a2af1166] + SortingAlgorithms v1.2.2 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [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 v1.13.0 [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 v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.13.0 [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 v0.3.30+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [8e850b90] + libblastrampoline_jll v5.15.0+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 To see why use `status --outdated -m` Installation completed after 1.27s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 3063.1 ms ✓ SearchModels 1 dependency successfully precompiled in 3 seconds. 30 already precompiled. Precompilation completed after 22.41s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_onFoX6/Project.toml` [0e966ebe] SearchModels v0.5.0 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_onFoX6/Manifest.toml` [34da2185] Compat v4.18.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [ffbed154] DocStringExtensions v0.9.5 [92d709cd] IrrationalConstants v0.2.6 [2ab3a3ac] LogExpFunctions v0.3.29 [e1d29d7a] Missings v1.2.0 [bac558e1] OrderedCollections v1.8.1 [0e966ebe] SearchModels v0.5.0 [a2af1166] SortingAlgorithms v1.2.2 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 ⌅ [2913bbd2] StatsBase v0.33.21 [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 v1.13.0 [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 v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [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 v0.3.30+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [8e850b90] libblastrampoline_jll v5.15.0+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: 57, observed: 357, best-error: 10911.891919235177 worst-error: 960039.9280394498 SearchModels iteration 2> population: 16, bsize: 64, queue: 63, observed: 420, best-error: 4497.697770726892 worst-error: 34142.30166076399 SearchModels iteration 3> population: 16, bsize: 64, queue: 59, observed: 479, best-error: 281.2257233372307 worst-error: 4497.697770726892 SearchModels iteration 4> population: 16, bsize: 64, queue: 58, observed: 537, best-error: 245.03077331843917 worst-error: 715.7663392681861 SearchModels iteration 5> population: 16, bsize: 64, queue: 60, observed: 597, best-error: 141.26559981277686 worst-error: 352.81976717339444 SearchModels iteration 6> population: 16, bsize: 64, queue: 61, observed: 658, best-error: 141.26559981277686 worst-error: 207.20909500277924 SearchModels iteration 7> population: 16, bsize: 64, queue: 60, observed: 718, best-error: 81.3191655507838 worst-error: 158.2613857314097 SearchModels iteration 8> population: 16, bsize: 64, queue: 61, observed: 779, best-error: 70.03360146840035 worst-error: 115.11690060550224 SearchModels iteration 9> population: 16, bsize: 64, queue: 56, observed: 835, best-error: 66.24465438193903 worst-error: 89.58285690900499 SearchModels iteration 10> population: 16, bsize: 64, queue: 57, observed: 892, best-error: 56.33565616271602 worst-error: 67.67006064062701 SearchModels iteration 11> population: 16, bsize: 64, queue: 61, observed: 953, best-error: 56.33565616271602 worst-error: 62.18459939997774 SearchModels iteration 12> population: 16, bsize: 64, queue: 58, observed: 1011, best-error: 52.38946242779451 worst-error: 59.312263600783126 SearchModels iteration 13> population: 16, bsize: 64, queue: 60, observed: 1071, best-error: 52.38946242779451 worst-error: 57.18481923195619 SearchModels iteration 14> population: 16, bsize: 64, queue: 57, observed: 1128, best-error: 50.80852297983216 worst-error: 54.96754752479118 SearchModels iteration 15> population: 16, bsize: 64, queue: 60, observed: 1188, best-error: 50.80852297983216 worst-error: 52.38946242779451 SearchModels iteration 16> population: 16, bsize: 64, queue: 59, observed: 1247, best-error: 49.98773579572614 worst-error: 51.30069278849723 SearchModels iteration 17> population: 16, bsize: 64, queue: 61, observed: 1308, best-error: 49.238699211480224 worst-error: 50.57421213778776 SearchModels iteration 18> population: 16, bsize: 64, queue: 60, observed: 1368, best-error: 49.238699211480224 worst-error: 49.836897608068064 SearchModels iteration 19> population: 16, bsize: 64, queue: 57, observed: 1425, best-error: 49.15286186412609 worst-error: 49.49360136358437 SearchModels iteration 20> population: 16, bsize: 64, queue: 58, observed: 1483, best-error: 48.81010677031554 worst-error: 49.238699211480224 SearchModels iteration 21> population: 16, bsize: 64, queue: 59, observed: 1542, best-error: 48.79862401692726 worst-error: 49.084933811629945 SearchModels iteration 22> population: 16, bsize: 64, queue: 58, observed: 1600, best-error: 48.79862401692726 worst-error: 48.98882078902508 SearchModels iteration 23> population: 16, bsize: 64, queue: 60, observed: 1660, best-error: 48.633955810117115 worst-error: 48.85185287731815 SearchModels iteration 24> population: 16, bsize: 64, queue: 60, observed: 1720, best-error: 48.34935958326404 worst-error: 48.68789654989137 SearchModels iteration 25> population: 16, bsize: 64, queue: 56, observed: 1776, best-error: 48.34935958326404 worst-error: 48.55398621818631 SearchModels iteration 26> population: 16, bsize: 64, queue: 55, observed: 1831, best-error: 48.116773276923745 worst-error: 48.42949231783842 SearchModels iteration 27> population: 16, bsize: 64, queue: 59, observed: 1890, best-error: 47.90927231840498 worst-error: 48.34530238615117 SearchModels iteration 28> population: 16, bsize: 64, queue: 57, observed: 1947, best-error: 47.896678289640796 worst-error: 48.17413036641672 SearchModels iteration 29> population: 16, bsize: 64, queue: 58, observed: 2005, best-error: 47.3799246516052 worst-error: 47.96327477252179 SearchModels iteration 30> population: 16, bsize: 64, queue: 61, observed: 2066, best-error: 47.3799246516052 worst-error: 47.840910656046745 SearchModels iteration 31> population: 16, bsize: 64, queue: 57, observed: 2123, best-error: 47.29442239036308 worst-error: 47.65440249431341 SearchModels iteration 32> population: 16, bsize: 64, queue: 57, observed: 2180, best-error: 47.1699666605939 worst-error: 47.459455677897836 SearchModels iteration 33> population: 16, bsize: 64, queue: 61, observed: 2241, best-error: 47.093420145156415 worst-error: 47.26103695547159 SearchModels iteration 34> population: 16, bsize: 64, queue: 62, observed: 2303, best-error: 46.72178847243621 worst-error: 47.16698193281214 SearchModels iteration 35> population: 16, bsize: 64, queue: 61, observed: 2364, best-error: 46.72178847243621 worst-error: 46.97479638455095 SearchModels iteration 36> population: 16, bsize: 64, queue: 58, observed: 2422, best-error: 46.38746493102118 worst-error: 46.83959430657268 SearchModels iteration 37> population: 16, bsize: 64, queue: 56, observed: 2478, best-error: 46.38746493102118 worst-error: 46.73930018252879 SearchModels iteration 38> population: 16, bsize: 64, queue: 62, observed: 2540, best-error: 46.38746493102118 worst-error: 46.59613125533457 SearchModels iteration 39> population: 16, bsize: 64, queue: 60, observed: 2600, best-error: 46.38746493102118 worst-error: 46.535239786569015 SearchModels iteration 40> population: 16, bsize: 64, queue: 58, observed: 2658, best-error: 46.34670161025403 worst-error: 46.47677916431716 SearchModels iteration 41> population: 16, bsize: 64, queue: 54, observed: 2712, best-error: 46.14089541489652 worst-error: 46.39977158256544 SearchModels iteration 42> population: 16, bsize: 64, queue: 59, observed: 2771, best-error: 46.090317654106514 worst-error: 46.35353303029054 SearchModels iteration 43> population: 16, bsize: 64, queue: 60, observed: 2831, best-error: 46.009735834864706 worst-error: 46.214664166637796 SearchModels iteration 44> population: 16, bsize: 64, queue: 59, observed: 2890, best-error: 45.926180477917626 worst-error: 46.10476410517637 SearchModels iteration 45> population: 16, bsize: 64, queue: 61, observed: 2951, best-error: 45.87369758736851 worst-error: 46.03967471562734 SearchModels iteration 46> population: 16, bsize: 64, queue: 58, observed: 3009, best-error: 45.72737266957156 worst-error: 45.95692735038095 SearchModels iteration 47> population: 16, bsize: 64, queue: 58, observed: 3067, best-error: 45.30221480778737 worst-error: 45.856294434159025 SearchModels iteration 48> population: 16, bsize: 64, queue: 62, observed: 3129, best-error: 45.30221480778737 worst-error: 45.71931029688766 SearchModels iteration 49> population: 16, bsize: 64, queue: 61, observed: 3190, best-error: 45.30221480778737 worst-error: 45.481259157062986 SearchModels iteration 50> population: 16, bsize: 64, queue: 58, observed: 3248, best-error: 45.20192878202628 worst-error: 45.36999483847013 SearchModels iteration 51> population: 16, bsize: 64, queue: 61, observed: 3309, best-error: 45.08995868466436 worst-error: 45.29071731385791 SearchModels iteration 52> population: 16, bsize: 64, queue: 59, observed: 3368, best-error: 45.02995846902905 worst-error: 45.20192878202628 SearchModels iteration 53> population: 16, bsize: 64, queue: 57, observed: 3425, best-error: 45.02995846902905 worst-error: 45.12797374956777 SearchModels iteration 54> population: 16, bsize: 64, queue: 62, observed: 3487, best-error: 45.011342544664714 worst-error: 45.06330920678646 SearchModels iteration 55> population: 16, bsize: 64, queue: 60, observed: 3547, best-error: 44.887946039046966 worst-error: 45.0158642517365 SearchModels iteration 56> population: 16, bsize: 64, queue: 58, observed: 3605, best-error: 44.7293478336245 worst-error: 44.95053738640463 SearchModels iteration 57> population: 16, bsize: 64, queue: 58, observed: 3663, best-error: 44.70953616691837 worst-error: 44.907981381521274 SearchModels iteration 58> population: 16, bsize: 64, queue: 61, observed: 3724, best-error: 44.5824909930677 worst-error: 44.77982966309115 SearchModels iteration 59> population: 16, bsize: 64, queue: 60, observed: 3784, best-error: 44.57450807206802 worst-error: 44.70953616691837 SearchModels iteration 60> population: 16, bsize: 64, queue: 62, observed: 3846, best-error: 44.46837736831508 worst-error: 44.61587141108195 SearchModels iteration 61> population: 16, bsize: 64, queue: 60, observed: 3906, best-error: 44.46837736831508 worst-error: 44.572743309529336 SearchModels iteration 62> population: 16, bsize: 64, queue: 56, observed: 3962, best-error: 44.46837736831508 worst-error: 44.5312548038923 SearchModels iteration 63> population: 16, bsize: 64, queue: 59, observed: 4021, best-error: 44.311201356277685 worst-error: 44.49643574462601 SearchModels iteration 64> population: 16, bsize: 64, queue: 59, observed: 4080, best-error: 44.17512393095627 worst-error: 44.393287551472234 SearchModels iteration 65> population: 16, bsize: 64, queue: 58, observed: 4138, best-error: 44.148439296881506 worst-error: 44.302245055752614 SearchModels iteration 66> population: 16, bsize: 64, queue: 60, observed: 4198, best-error: 44.148439296881506 worst-error: 44.23894635738182 SearchModels iteration 67> population: 16, bsize: 64, queue: 56, observed: 4254, best-error: 44.093657672502104 worst-error: 44.197821280574466 SearchModels iteration 68> population: 16, bsize: 64, queue: 57, observed: 4311, best-error: 44.055388294144116 worst-error: 44.165488245134966 SearchModels iteration 69> population: 16, bsize: 64, queue: 56, observed: 4367, best-error: 43.94326901464326 worst-error: 44.104942580924344 SearchModels iteration 70> population: 16, bsize: 64, queue: 59, observed: 4426, best-error: 43.88756157878766 worst-error: 44.059428320342306 SearchModels iteration 71> population: 16, bsize: 64, queue: 58, observed: 4484, best-error: 43.8564166143817 worst-error: 43.978445298873645 SearchModels iteration 72> population: 16, bsize: 64, queue: 61, observed: 4545, best-error: 43.7020828325743 worst-error: 43.90214923838131 SearchModels iteration 73> population: 16, bsize: 64, queue: 58, observed: 4603, best-error: 43.60164873111722 worst-error: 43.80508222161409 SearchModels iteration 74> population: 16, bsize: 64, queue: 58, observed: 4661, best-error: 43.594027961140085 worst-error: 43.726346409554054 SearchModels iteration 75> population: 16, bsize: 64, queue: 59, observed: 4720, best-error: 43.49749273893256 worst-error: 43.652662107976134 SearchModels iteration 76> population: 16, bsize: 64, queue: 56, observed: 4776, best-error: 43.49749273893256 worst-error: 43.59847804628997 SearchModels iteration 77> population: 16, bsize: 64, queue: 57, observed: 4833, best-error: 43.49749273893256 worst-error: 43.54848298276686 SearchModels iteration 78> population: 16, bsize: 64, queue: 60, observed: 4893, best-error: 43.432794460294026 worst-error: 43.518141677314006 SearchModels iteration 79> population: 16, bsize: 64, queue: 58, observed: 4951, best-error: 43.38373512847336 worst-error: 43.47695711913054 SearchModels iteration 80> population: 16, bsize: 64, queue: 61, observed: 5012, best-error: 43.31965673910239 worst-error: 43.42608562460022 SearchModels iteration 81> population: 16, bsize: 64, queue: 59, observed: 5071, best-error: 43.20998912744084 worst-error: 43.3900027738445 SearchModels iteration 82> population: 16, bsize: 64, queue: 53, observed: 5124, best-error: 43.17857425150717 worst-error: 43.341042147323265 SearchModels iteration 83> population: 16, bsize: 64, queue: 56, observed: 5180, best-error: 43.09556325062945 worst-error: 43.26249652291103 SearchModels iteration 84> population: 16, bsize: 64, queue: 60, observed: 5240, best-error: 43.05342003398199 worst-error: 43.21253555311551 SearchModels iteration 85> population: 16, bsize: 64, queue: 60, observed: 5300, best-error: 42.9909348966936 worst-error: 43.149525132677844 SearchModels iteration 86> population: 16, bsize: 64, queue: 58, observed: 5358, best-error: 42.9909348966936 worst-error: 43.08730891485076 SearchModels iteration 87> population: 16, bsize: 64, queue: 59, observed: 5417, best-error: 42.93724309046692 worst-error: 43.02106299570928 SearchModels iteration 88> population: 16, bsize: 64, queue: 59, observed: 5476, best-error: 42.863470102465804 worst-error: 42.97807195948074 SearchModels iteration 89> population: 16, bsize: 64, queue: 56, observed: 5532, best-error: 42.85387265512541 worst-error: 42.94344698295222 SearchModels iteration 90> population: 16, bsize: 64, queue: 57, observed: 5589, best-error: 42.7867945491597 worst-error: 42.880798359200185 SearchModels iteration 91> population: 16, bsize: 64, queue: 60, observed: 5649, best-error: 42.74262582943093 worst-error: 42.852551612768266 SearchModels iteration 92> population: 16, bsize: 64, queue: 59, observed: 5708, best-error: 42.7232513083959 worst-error: 42.7921068568298 SearchModels iteration 93> population: 16, bsize: 64, queue: 58, observed: 5766, best-error: 42.618660502020504 worst-error: 42.74262582943093 SearchModels iteration 94> population: 16, bsize: 64, queue: 60, observed: 5826, best-error: 42.518998941193445 worst-error: 42.67834932492018 SearchModels iteration 95> population: 16, bsize: 64, queue: 60, observed: 5886, best-error: 42.46409553635279 worst-error: 42.6231613019803 SearchModels iteration 96> population: 16, bsize: 64, queue: 60, observed: 5946, best-error: 42.42462063551783 worst-error: 42.56645950585678 SearchModels iteration 97> population: 16, bsize: 64, queue: 59, observed: 6005, best-error: 42.3815007136555 worst-error: 42.48314863899067 SearchModels iteration 98> population: 16, bsize: 64, queue: 58, observed: 6063, best-error: 42.34942228743367 worst-error: 42.43281241330062 SearchModels iteration 99> population: 16, bsize: 64, queue: 60, observed: 6123, best-error: 42.30968950392248 worst-error: 42.371254473191684 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.5114173073216943, 0.1573851821231963, 0.8777594241233153, 0.038708265279432275, 0.3478334079674097] 1 => ([1.887493051290238, -0.6236217080538041, 0.35343654675153297, 0.04960164669783642, 0.35478264513282826] => 42.25181369173436) 2 => ([1.9019102445272953, -0.6321463751943892, 0.3574642611223441, 0.04974039411758399, 0.35478264513282826] => 42.295991418018644) 3 => ([1.8873962716639605, -0.6298898976178514, 0.3551542663553382, 0.04959286228407009, 0.35478264513282826] => 42.308464949916875) 4 => ([1.8968806750391565, -0.6330551734852778, 0.35606258928719325, 0.04947048631298046, 0.35478264513282826] => 42.30968950392248) 5 => ([1.9019102445272953, -0.6384678389463331, 0.35392501101222185, 0.04974039411758399, 0.35478264513282826] => 42.317272574945136) 6 => ([1.9019102445272953, -0.6384678389463331, 0.35396040705292714, 0.04974039411758399, 0.35478264513282826] => 42.317335284850394) 7 => ([1.88991105640803, -0.632596230348379, 0.35408547721785244, 0.049727816186371857, 0.35478264513282826] => 42.31778205823188) 8 => ([1.892795135278832, -0.6322768397567975, 0.35649377458353326, 0.04974274997057182, 0.35478264513282826] => 42.3195772491492) 9 => ([1.8779118682887648, -0.626724621750425, 0.3542459434234831, 0.04971523825515972, 0.35478264513282826] => 42.32019052993823) 10 => ([1.8947016479087666, -0.6341628820403375, 0.3554479616156351, 0.04991902864119939, 0.35478264513282826] => 42.32525658498555) 11 => ([1.9019102445272953, -0.6384678389463331, 0.35571251106783913, 0.04974039411758399, 0.35478264513282826] => 42.326828888143) 12 => ([1.8945687568755214, -0.6362994393646539, 0.35473776708790294, 0.04981351086404395, 0.35478264513282826] => 42.33301306043157) 13 => ([1.8902985500566858, -0.6336605029282419, 0.3531026751170133, 0.049439214503260026, 0.35478264513282826] => 42.33308087573688) 14 => ([1.8771781916378227, -0.6280410229407005, 0.352693607234339, 0.049651693660560686, 0.35478264513282826] => 42.3348793515046) 15 => ([1.8845197344625322, -0.6320633544301028, 0.3550364841788889, 0.04968020245243999, 0.35478264513282826] => 42.338043230824624) Test Summary: | Total Time SearchModels.jl | 0 7.4s ===== 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: 171, observed: 1148, best-error: 0.39999999999999797 worst-error: 15.219999999999994 SearchModels iteration 2> population: 16, bsize: 32, queue: 157, observed: 1305, best-error: 0.20000000000000026 worst-error: 2.9 SearchModels iteration 3> population: 16, bsize: 32, queue: 158, observed: 1463, best-error: 0.019999999999999813 worst-error: 0.52 SearchModels iteration 4> population: 16, bsize: 32, queue: 182, observed: 1645, best-error: 0.019999999999999813 worst-error: 0.1699999999999985 SearchModels iteration 5> population: 16, bsize: 32, queue: 172, observed: 1817, best-error: 0.019999999999999813 worst-error: 0.06640624999999983 SearchModels iteration 6> population: 16, bsize: 32, queue: 172, observed: 1989, best-error: 0.012500000000000889 worst-error: 0.045000000000000345 SearchModels iteration 7> population: 16, bsize: 32, queue: 177, observed: 2166, best-error: 0.003789062500000371 worst-error: 0.02890625000000102 SearchModels iteration 8> population: 16, bsize: 32, queue: 181, observed: 2347, best-error: 0.003789062500000371 worst-error: 0.014544096589088583 SearchModels iteration 9> population: 16, bsize: 32, queue: 180, observed: 2527, best-error: 0.0009765625000001665 worst-error: 0.006502472795546313 SearchModels iteration 10> population: 16, bsize: 32, queue: 182, observed: 2709, best-error: 0.0009765625000001665 worst-error: 0.003008907253388536 SearchModels iteration 11> population: 16, bsize: 32, queue: 181, observed: 2890, best-error: 0.0009204101562501181 worst-error: 0.001802552903536788 SearchModels iteration 12> population: 16, bsize: 32, queue: 186, observed: 3076, best-error: 0.0006181447231211778 worst-error: 0.0012725580134429488 SearchModels iteration 13> population: 16, bsize: 32, queue: 180, observed: 3256, best-error: 0.0006181447231211778 worst-error: 0.0009516203987005182 SearchModels iteration 14> population: 16, bsize: 32, queue: 172, observed: 3428, best-error: 0.0006181447231211778 worst-error: 0.0007715618290331779 SearchModels iteration 15> population: 16, bsize: 32, queue: 176, observed: 3604, best-error: 0.0003536129099756829 worst-error: 0.0006709361586134384 SearchModels iteration 16> population: 16, bsize: 32, queue: 173, observed: 3777, best-error: 0.00027377713501665465 worst-error: 0.0003685137652791993 SearchModels iteration 17> population: 16, bsize: 32, queue: 180, observed: 3957, best-error: 0.00027377713501665465 worst-error: 0.0003065182333716032 SearchModels iteration 18> population: 16, bsize: 32, queue: 170, observed: 4127, best-error: 0.00027377713501665465 worst-error: 0.0002881348564796557 SearchModels iteration 19> population: 16, bsize: 32, queue: 151, observed: 4278, best-error: 0.000272799595559262 worst-error: 0.00028099119852643105 SearchModels iteration 20> population: 16, bsize: 32, queue: 143, observed: 4421, best-error: 0.0002724501749708044 worst-error: 0.0002763007773383225 SearchModels iteration 21> population: 16, bsize: 32, queue: 143, observed: 4564, best-error: 0.0002723919964137204 worst-error: 0.0002738537416859282 SearchModels iteration 22> population: 16, bsize: 32, queue: 106, observed: 4670, best-error: 0.0002723919964137204 worst-error: 0.00027290410741444103 SearchModels iteration 23> population: 16, bsize: 32, queue: 106, observed: 4776, best-error: 0.00027238137133281593 worst-error: 0.00027254560424808073 SearchModels iteration 24> population: 16, bsize: 32, queue: 86, observed: 4862, best-error: 0.00027237892151788694 worst-error: 0.00027238475683589303 SearchModels> stop by convergence error=(0.9834960937499999, 0.9672629356384279) => 0.0002723791874541376, iter=25 (of 300) 1 => ((0.9834960937499999, 0.9672645568847658) => 0.00027237892151788694) 2 => ((0.9834960937499999, 0.967264461517334) => 0.00027237892260928057) 3 => ((0.9834960937499999, 0.967264747619629) => 0.0002723789247920679) 4 => ((0.9834960937499999, 0.9672643661499025) => 0.0002723789255196636) 5 => ((0.9834960937499999, 0.9672648429870607) => 0.00027237892915764247) 6 => ((0.9834960937499999, 0.9672641754150392) => 0.00027237893679739794) 7 => ((0.9834960937499999, 0.967265033721924) => 0.00027237894334575984) 8 => ((0.9834960937499999, 0.9672640800476076) => 0.0002723789451647492) 9 => ((0.9834960937499999, 0.9672651290893556) => 0.00027237895316830263) 10 => ((0.9834960937499999, 0.9672637939453126) => 0.00027237898118073934) 11 => ((0.9834960937499999, 0.9672654151916504) => 0.00027237899354986736) 12 => ((0.9834960937499999, 0.9672657012939454) => 0.0002723790503023368) 13 => ((0.9834960937499999, 0.9672632217407228) => 0.00027237910232543356) 14 => ((0.9834960937499999, 0.9672659873962404) => 0.00027237912342571084) 15 => ((0.9834960937499999, 0.967266082763672) => 0.00027237915143814767) ===== 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: 176, observed: 1153, best-error: 0.32000000000000195 worst-error: 20.499999999999996 SearchModels iteration 2> population: 16, bsize: 32, queue: 169, observed: 1322, best-error: 0.0 worst-error: 3.353125 SearchModels iteration 3> population: 16, bsize: 32, queue: 162, observed: 1484, best-error: 0.0 worst-error: 0.5481249999999969 SearchModels iteration 4> population: 16, bsize: 32, queue: 176, observed: 1660, best-error: 0.0 worst-error: 0.11249999999999893 SearchModels iteration 5> population: 16, bsize: 32, queue: 181, observed: 1841, best-error: 0.0 worst-error: 0.026604003906250045 SearchModels iteration 6> population: 16, bsize: 32, queue: 177, observed: 2018, best-error: 0.0 worst-error: 0.004958648681640553 SearchModels iteration 7> population: 16, bsize: 32, queue: 171, observed: 2189, best-error: 0.0 worst-error: 0.0011207580566408202 SearchModels iteration 8> population: 16, bsize: 32, queue: 174, observed: 2363, best-error: 0.0 worst-error: 0.00035400390625001387 SearchModels iteration 9> population: 16, bsize: 32, queue: 174, observed: 2537, best-error: 0.0 worst-error: 0.00012106001377105683 SearchModels iteration 10> population: 16, bsize: 32, queue: 174, observed: 2711, best-error: 0.0 worst-error: 4.702672595158852e-5 SearchModels iteration 11> population: 16, bsize: 32, queue: 182, observed: 2893, best-error: 0.0 worst-error: 1.5282072126865387e-5 SearchModels iteration 12> population: 16, bsize: 32, queue: 178, observed: 3071, best-error: 0.0 worst-error: 5.079004195075452e-6 SearchModels iteration 13> population: 16, bsize: 32, queue: 177, observed: 3248, best-error: 0.0 worst-error: 1.7260041767406312e-6 SearchModels iteration 14> population: 16, bsize: 32, queue: 182, observed: 3430, best-error: 0.0 worst-error: 9.472395804281679e-7 SearchModels iteration 15> population: 16, bsize: 32, queue: 180, observed: 3610, best-error: 0.0 worst-error: 4.0294363373030437e-7 SearchModels iteration 16> population: 16, bsize: 32, queue: 179, observed: 3789, best-error: 0.0 worst-error: 1.5259021893151026e-7 SearchModels> stop by convergence error=(1.00029296875, 1.0005828857421875) => 8.68151346367048e-8, iter=17 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.0001510620117187, 1.0003036499023437) => 2.304565007281434e-8) 3 => ((1.0001739501953124, 1.000347900390625) => 3.025876200793844e-8) 4 => ((1.0001785278320312, 1.0003585815429688) => 3.2095392417538264e-8) 5 => ((1.0001937866210937, 1.0003860473632813) => 3.779768652700239e-8) 6 => ((1.000201416015625, 1.00040283203125) => 4.056857592983187e-8) 7 => ((1.0002517700195312, 1.0005050659179688) => 6.360203065812872e-8) 8 => ((1.0002548217773437, 1.0005081176757813) => 6.518720682283009e-8) 9 => ((1.0002563476562498, 1.0005157470703123) => 6.660576655775041e-8) 10 => ((1.000238037109375, 1.0004638671875) => 7.170148183252583e-8) 11 => ((1.0002700805664062, 1.000538635253906) => 7.319913566294428e-8) 12 => ((1.0002655029296874, 1.00052490234375) => 7.430364244795464e-8) 13 => ((1.000274658203125, 1.00054931640625) => 7.543769761989005e-8) 14 => ((1.000274658203125, 1.0005462646484373) => 7.641506336389388e-8) 15 => ((1.00029296875, 1.0005859375) => 8.583142516724629e-8) Test Summary: | Total Time SearchModels.jl | 0 2.5s Testing SearchModels tests passed Testing completed after 17.87s PkgEval succeeded after 65.38s