Package evaluation of SearchModels on Julia 1.13.0-DEV.449 (8d6b63c3a6*) started at 2025-04-29T00:44:31.255 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 7.94s ################################################################################ # 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 v1.8.0 [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 [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 To see why use `status --outdated -m` Installation completed after 1.03s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 20.47s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_gqbMuU/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_gqbMuU/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 v1.8.0 [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 [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: 54, observed: 354, best-error: 56689.71251571978 worst-error: 1.509884684362823e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 59, observed: 413, best-error: 11469.917151965554 worst-error: 194972.45082755564 SearchModels iteration 3> population: 16, bsize: 64, queue: 59, observed: 472, best-error: 1020.3656656221702 worst-error: 17126.427239827004 SearchModels iteration 4> population: 16, bsize: 64, queue: 62, observed: 534, best-error: 446.3109512894637 worst-error: 2881.651773947668 SearchModels iteration 5> population: 16, bsize: 64, queue: 59, observed: 593, best-error: 446.3109512894637 worst-error: 731.4857946332286 SearchModels iteration 6> population: 16, bsize: 64, queue: 58, observed: 651, best-error: 330.4879993864914 worst-error: 483.4640838300765 SearchModels iteration 7> population: 16, bsize: 64, queue: 57, observed: 708, best-error: 329.6073285007347 worst-error: 369.41766756845163 SearchModels iteration 8> population: 16, bsize: 64, queue: 59, observed: 767, best-error: 268.44933849189306 worst-error: 329.63746623701644 SearchModels iteration 9> population: 16, bsize: 64, queue: 58, observed: 825, best-error: 268.44933849189306 worst-error: 300.15952808575406 SearchModels iteration 10> population: 16, bsize: 64, queue: 60, observed: 885, best-error: 256.723646013898 worst-error: 283.29996726997575 SearchModels iteration 11> population: 16, bsize: 64, queue: 60, observed: 945, best-error: 255.82238519785133 worst-error: 271.08376753355725 SearchModels iteration 12> population: 16, bsize: 64, queue: 60, observed: 1005, best-error: 252.92691500706948 worst-error: 259.95451854234767 SearchModels iteration 13> population: 16, bsize: 64, queue: 60, observed: 1065, best-error: 242.75580588859603 worst-error: 253.70750627431383 SearchModels iteration 14> population: 16, bsize: 64, queue: 59, observed: 1124, best-error: 237.8802305572513 worst-error: 250.104306719656 SearchModels iteration 15> population: 16, bsize: 64, queue: 59, observed: 1183, best-error: 231.1227006676144 worst-error: 241.97316111453384 SearchModels iteration 16> population: 16, bsize: 64, queue: 57, observed: 1240, best-error: 230.23076393980674 worst-error: 237.8802305572513 SearchModels iteration 17> population: 16, bsize: 64, queue: 60, observed: 1300, best-error: 226.09610045000431 worst-error: 233.43633974740476 SearchModels iteration 18> population: 16, bsize: 64, queue: 60, observed: 1360, best-error: 223.25527463820242 worst-error: 230.9163323761629 SearchModels iteration 19> population: 16, bsize: 64, queue: 59, observed: 1419, best-error: 216.96842221213973 worst-error: 226.27727888245562 SearchModels iteration 20> population: 16, bsize: 64, queue: 58, observed: 1477, best-error: 215.45931457490818 worst-error: 224.2562327746408 SearchModels iteration 21> population: 16, bsize: 64, queue: 62, observed: 1539, best-error: 212.16975100771919 worst-error: 220.22949966604833 SearchModels iteration 22> population: 16, bsize: 64, queue: 59, observed: 1598, best-error: 212.16975100771919 worst-error: 217.14051273412073 SearchModels iteration 23> population: 16, bsize: 64, queue: 57, observed: 1655, best-error: 208.5394718197739 worst-error: 214.3445668876081 SearchModels iteration 24> population: 16, bsize: 64, queue: 59, observed: 1714, best-error: 201.38216174217055 worst-error: 210.7837101377744 SearchModels iteration 25> population: 16, bsize: 64, queue: 61, observed: 1775, best-error: 200.99916915823067 worst-error: 206.35440268804086 SearchModels iteration 26> population: 16, bsize: 64, queue: 61, observed: 1836, best-error: 196.64280193021818 worst-error: 204.27833525678417 SearchModels iteration 27> population: 16, bsize: 64, queue: 62, observed: 1898, best-error: 196.64280193021818 worst-error: 201.48827104308242 SearchModels iteration 28> population: 16, bsize: 64, queue: 60, observed: 1958, best-error: 194.40885290536636 worst-error: 198.96784202752906 SearchModels iteration 29> population: 16, bsize: 64, queue: 59, observed: 2017, best-error: 192.64193476551216 worst-error: 196.81599142238738 SearchModels iteration 30> population: 16, bsize: 64, queue: 57, observed: 2074, best-error: 190.82524952936924 worst-error: 194.9019913060633 SearchModels iteration 31> population: 16, bsize: 64, queue: 60, observed: 2134, best-error: 189.2404195660147 worst-error: 193.7883508592245 SearchModels iteration 32> population: 16, bsize: 64, queue: 58, observed: 2192, best-error: 187.65205467039908 worst-error: 192.31320352230964 SearchModels iteration 33> population: 16, bsize: 64, queue: 59, observed: 2251, best-error: 187.65205467039908 worst-error: 190.58391452273145 SearchModels iteration 34> population: 16, bsize: 64, queue: 60, observed: 2311, best-error: 187.65205467039908 worst-error: 189.08995136579603 SearchModels iteration 35> population: 16, bsize: 64, queue: 61, observed: 2372, best-error: 186.38716182684269 worst-error: 188.5201647908837 SearchModels iteration 36> population: 16, bsize: 64, queue: 60, observed: 2432, best-error: 186.31221554219735 worst-error: 187.26360922539192 SearchModels iteration 37> population: 16, bsize: 64, queue: 58, observed: 2490, best-error: 186.07669625027705 worst-error: 186.70685653927552 SearchModels iteration 38> population: 16, bsize: 64, queue: 59, observed: 2549, best-error: 185.41834973930497 worst-error: 186.34416241689996 SearchModels iteration 39> population: 16, bsize: 64, queue: 60, observed: 2609, best-error: 185.14924736587443 worst-error: 185.8162925449486 SearchModels iteration 40> population: 16, bsize: 64, queue: 60, observed: 2669, best-error: 184.6254433832269 worst-error: 185.33558519470031 SearchModels iteration 41> population: 16, bsize: 64, queue: 58, observed: 2727, best-error: 184.44716870720177 worst-error: 185.01942840138761 SearchModels iteration 42> population: 16, bsize: 64, queue: 59, observed: 2786, best-error: 184.19702995946466 worst-error: 184.69536947197767 SearchModels iteration 43> population: 16, bsize: 64, queue: 57, observed: 2843, best-error: 183.68800832534836 worst-error: 184.45585597924241 SearchModels iteration 44> population: 16, bsize: 64, queue: 59, observed: 2902, best-error: 183.61694342456107 worst-error: 184.16843054894534 SearchModels iteration 45> population: 16, bsize: 64, queue: 58, observed: 2960, best-error: 182.9965042537737 worst-error: 183.81721255158513 SearchModels iteration 46> population: 16, bsize: 64, queue: 60, observed: 3020, best-error: 182.88549706969738 worst-error: 183.5973202885229 SearchModels iteration 47> population: 16, bsize: 64, queue: 57, observed: 3077, best-error: 182.57240268556728 worst-error: 183.28975774308938 SearchModels iteration 48> population: 16, bsize: 64, queue: 56, observed: 3133, best-error: 182.28031008800824 worst-error: 182.84792670972573 SearchModels iteration 49> population: 16, bsize: 64, queue: 58, observed: 3191, best-error: 182.1476066529091 worst-error: 182.62709091888354 SearchModels iteration 50> population: 16, bsize: 64, queue: 59, observed: 3250, best-error: 181.84101623768237 worst-error: 182.40724886159325 SearchModels iteration 51> population: 16, bsize: 64, queue: 62, observed: 3312, best-error: 181.68868038839207 worst-error: 182.1187221672591 SearchModels iteration 52> population: 16, bsize: 64, queue: 60, observed: 3372, best-error: 181.2722130593511 worst-error: 181.89480205200178 SearchModels iteration 53> population: 16, bsize: 64, queue: 55, observed: 3427, best-error: 181.00698736585622 worst-error: 181.49837919615499 SearchModels iteration 54> population: 16, bsize: 64, queue: 59, observed: 3486, best-error: 180.901698394206 worst-error: 181.2515362042985 SearchModels iteration 55> population: 16, bsize: 64, queue: 58, observed: 3544, best-error: 180.5873504785162 worst-error: 181.11083002592147 SearchModels iteration 56> population: 16, bsize: 64, queue: 61, observed: 3605, best-error: 180.21420368907405 worst-error: 180.9083685783098 SearchModels iteration 57> population: 16, bsize: 64, queue: 60, observed: 3665, best-error: 179.9624590280861 worst-error: 180.6517609970434 SearchModels iteration 58> population: 16, bsize: 64, queue: 59, observed: 3724, best-error: 179.6306568475498 worst-error: 180.3493835084615 SearchModels iteration 59> population: 16, bsize: 64, queue: 62, observed: 3786, best-error: 179.59430223773654 worst-error: 179.9605974197188 SearchModels iteration 60> population: 16, bsize: 64, queue: 61, observed: 3847, best-error: 179.45344938208518 worst-error: 179.7828675288318 SearchModels iteration 61> population: 16, bsize: 64, queue: 60, observed: 3907, best-error: 179.29540098197535 worst-error: 179.591782932762 SearchModels iteration 62> population: 16, bsize: 64, queue: 61, observed: 3968, best-error: 179.03191639933277 worst-error: 179.4523374528678 SearchModels iteration 63> population: 16, bsize: 64, queue: 56, observed: 4024, best-error: 179.03191639933277 worst-error: 179.3084548584918 SearchModels iteration 64> population: 16, bsize: 64, queue: 57, observed: 4081, best-error: 178.86352532206325 worst-error: 179.18426759450074 SearchModels iteration 65> population: 16, bsize: 64, queue: 60, observed: 4141, best-error: 178.67796268805003 worst-error: 179.0650250629753 SearchModels iteration 66> population: 16, bsize: 64, queue: 58, observed: 4199, best-error: 178.67796268805003 worst-error: 178.91972889939512 SearchModels iteration 67> population: 16, bsize: 64, queue: 61, observed: 4260, best-error: 178.60075204388752 worst-error: 178.84283421633393 SearchModels iteration 68> population: 16, bsize: 64, queue: 56, observed: 4316, best-error: 178.57321044880953 worst-error: 178.717293962233 SearchModels iteration 69> population: 16, bsize: 64, queue: 57, observed: 4373, best-error: 178.3070416148301 worst-error: 178.6108794145006 SearchModels iteration 70> population: 16, bsize: 64, queue: 57, observed: 4430, best-error: 178.3070416148301 worst-error: 178.54499304780197 SearchModels iteration 71> population: 16, bsize: 64, queue: 61, observed: 4491, best-error: 178.3070416148301 worst-error: 178.40420854562487 SearchModels iteration 72> population: 16, bsize: 64, queue: 59, observed: 4550, best-error: 178.16908235600792 worst-error: 178.32535303518526 SearchModels iteration 73> population: 16, bsize: 64, queue: 57, observed: 4607, best-error: 178.103134059777 worst-error: 178.25238522547187 SearchModels iteration 74> population: 16, bsize: 64, queue: 60, observed: 4667, best-error: 178.08170082777175 worst-error: 178.1629290830177 SearchModels iteration 75> population: 16, bsize: 64, queue: 59, observed: 4726, best-error: 177.95463208016287 worst-error: 178.10204165542 SearchModels iteration 76> population: 16, bsize: 64, queue: 59, observed: 4785, best-error: 177.83288529940685 worst-error: 178.01967303985964 SearchModels iteration 77> population: 16, bsize: 64, queue: 57, observed: 4842, best-error: 177.78123221058775 worst-error: 177.9256285121627 SearchModels iteration 78> population: 16, bsize: 64, queue: 56, observed: 4898, best-error: 177.68810711404305 worst-error: 177.84441012190456 SearchModels iteration 79> population: 16, bsize: 64, queue: 58, observed: 4956, best-error: 177.6609700980819 worst-error: 177.7766369443061 SearchModels iteration 80> population: 16, bsize: 64, queue: 59, observed: 5015, best-error: 177.5034646455126 worst-error: 177.69689051220237 SearchModels iteration 81> population: 16, bsize: 64, queue: 55, observed: 5070, best-error: 177.38698082948386 worst-error: 177.58885842945844 SearchModels iteration 82> population: 16, bsize: 64, queue: 55, observed: 5125, best-error: 177.34053630512287 worst-error: 177.52184786299455 SearchModels iteration 83> population: 16, bsize: 64, queue: 59, observed: 5184, best-error: 177.27570633309378 worst-error: 177.4573506086533 SearchModels iteration 84> population: 16, bsize: 64, queue: 60, observed: 5244, best-error: 177.27570633309378 worst-error: 177.36723498115379 SearchModels iteration 85> population: 16, bsize: 64, queue: 58, observed: 5302, best-error: 177.19475711810136 worst-error: 177.3000356947437 SearchModels iteration 86> population: 16, bsize: 64, queue: 59, observed: 5361, best-error: 177.19457382031788 worst-error: 177.25573792181765 SearchModels iteration 87> population: 16, bsize: 64, queue: 62, observed: 5423, best-error: 177.09823002401797 worst-error: 177.21530009597683 SearchModels iteration 88> population: 16, bsize: 64, queue: 60, observed: 5483, best-error: 177.09343267374032 worst-error: 177.15499100841976 SearchModels iteration 89> population: 16, bsize: 64, queue: 57, observed: 5540, best-error: 177.0256746102671 worst-error: 177.1124998731295 SearchModels iteration 90> population: 16, bsize: 64, queue: 59, observed: 5599, best-error: 176.93500445707443 worst-error: 177.07326620749066 SearchModels iteration 91> population: 16, bsize: 64, queue: 58, observed: 5657, best-error: 176.93500445707443 worst-error: 177.0256746102671 SearchModels iteration 92> population: 16, bsize: 64, queue: 54, observed: 5711, best-error: 176.85440845507915 worst-error: 176.98148294964673 SearchModels iteration 93> population: 16, bsize: 64, queue: 53, observed: 5764, best-error: 176.85295006969415 worst-error: 176.9284464991601 SearchModels iteration 94> population: 16, bsize: 64, queue: 62, observed: 5826, best-error: 176.8365675536323 worst-error: 176.89183482459487 SearchModels iteration 95> population: 16, bsize: 64, queue: 59, observed: 5885, best-error: 176.76880535792202 worst-error: 176.86250454888832 SearchModels iteration 96> population: 16, bsize: 64, queue: 59, observed: 5944, best-error: 176.73429204231383 worst-error: 176.81964538590583 SearchModels iteration 97> population: 16, bsize: 64, queue: 57, observed: 6001, best-error: 176.73429204231383 worst-error: 176.79301016421684 SearchModels iteration 98> population: 16, bsize: 64, queue: 58, observed: 6059, best-error: 176.70858471690778 worst-error: 176.76880535792202 SearchModels iteration 99> population: 16, bsize: 64, queue: 60, observed: 6119, best-error: 176.68603418086312 worst-error: 176.73912681388532 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.10812901059822533, 0.9031945703918459, 0.9237223171130579, 0.08498093096401826, 0.37905705461851724] 1 => ([0.14703449894641402, 0.8777445927550525, -0.08303985954758929, 0.08477170808386782, 0.39272036350334505] => 176.59775672410467) 2 => ([0.147403269531809, 0.8772008039210912, -0.08430024323903357, 0.08539817373478728, 0.39272036350334505] => 176.65599390416622) 3 => ([0.14804933819814217, 0.891808229540182, -0.08405995182414597, 0.08563622391516117, 0.39272036350334505] => 176.66003742284946) 4 => ([0.14545198043069757, 0.8727357840359165, -0.0841190266079904, 0.08541192507657006, 0.39272036350334505] => 176.66436951302785) 5 => ([0.1463508211508595, 0.8774726983380718, -0.08442615718040446, 0.08519470129461998, 0.39272036350334505] => 176.68232527029102) 6 => ([0.1461467263239427, 0.8787603998159531, -0.08433561996574547, 0.08503464704644442, 0.39272036350334505] => 176.68532629187933) 7 => ([0.14522846801380404, 0.8713756252482904, -0.08399221566337248, 0.0849774775126699, 0.39272036350334505] => 176.6854525861009) 8 => ([0.1455787118281327, 0.8777445927550525, -0.08387025814306517, 0.08477170808386782, 0.39272036350334505] => 176.68603418086312) 9 => ([0.14581590009959075, 0.8750392925746984, -0.08449385121601169, 0.0855148097909711, 0.39272036350334505] => 176.69556689246525) 10 => ([0.1470930737600663, 0.8797762068768538, -0.08417665797943788, 0.08592884589082052, 0.39272036350334505] => 176.7048128893739) 11 => ([0.1467147408197527, 0.8797762068768538, -0.08480098178842577, 0.08529758600902103, 0.39272036350334505] => 176.70806613040608) 12 => ([0.14630655116591906, 0.8823516098326162, -0.0846199073591078, 0.0849774775126699, 0.39272036350334505] => 176.70858471690778) 13 => ([0.1485941597783222, 0.868515647446625, -0.08498205621774374, 0.08561769450537215, 0.39272036350334505] => 176.7089398424086) 14 => ([0.1460044384523934, 0.8739288185122464, -0.0846817003997514, 0.08556625214817162, 0.39272036350334505] => 176.71224417190228) 15 => ([0.14663212793020974, 0.8815339132950313, -0.08486634458119682, 0.08530685071391553, 0.39272036350334505] => 176.71466568100706) Test Summary: | Total Time SearchModels.jl | 0 6.0s ===== 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: 169, observed: 1144, best-error: 1.2999999999999974 worst-error: 19.619999999999994 SearchModels iteration 2> population: 16, bsize: 32, queue: 164, observed: 1308, best-error: 0.5000000000000004 worst-error: 4.578125 SearchModels iteration 3> population: 16, bsize: 32, queue: 170, observed: 1478, best-error: 0.0 worst-error: 2.2275390625 SearchModels iteration 4> population: 16, bsize: 32, queue: 165, observed: 1643, best-error: 0.0 worst-error: 0.3350390625000001 SearchModels iteration 5> population: 16, bsize: 32, queue: 167, observed: 1810, best-error: 0.0 worst-error: 0.17250244140624987 SearchModels iteration 6> population: 16, bsize: 32, queue: 157, observed: 1967, best-error: 0.0 worst-error: 0.07301025390625089 SearchModels iteration 7> population: 16, bsize: 32, queue: 170, observed: 2137, best-error: 0.0 worst-error: 0.04794692993164067 SearchModels iteration 8> population: 16, bsize: 32, queue: 173, observed: 2310, best-error: 0.0 worst-error: 0.037616816163062006 SearchModels iteration 9> population: 16, bsize: 32, queue: 180, observed: 2490, best-error: 0.0 worst-error: 0.027233516611158325 SearchModels iteration 10> population: 16, bsize: 32, queue: 178, observed: 2668, best-error: 0.0 worst-error: 0.012500514427665805 SearchModels iteration 11> population: 16, bsize: 32, queue: 179, observed: 2847, best-error: 0.0 worst-error: 0.004453277587890478 SearchModels iteration 12> population: 16, bsize: 32, queue: 183, observed: 3030, best-error: 0.0 worst-error: 0.0014675847580747099 SearchModels iteration 13> population: 16, bsize: 32, queue: 169, observed: 3199, best-error: 0.0 worst-error: 0.0005960178375243967 SearchModels iteration 14> population: 16, bsize: 32, queue: 170, observed: 3369, best-error: 0.0 worst-error: 0.00020609107582459003 SearchModels iteration 15> population: 16, bsize: 32, queue: 183, observed: 3552, best-error: 0.0 worst-error: 6.843706968397064e-5 SearchModels iteration 16> population: 16, bsize: 32, queue: 177, observed: 3729, best-error: 0.0 worst-error: 3.210118857578438e-5 SearchModels iteration 17> population: 16, bsize: 32, queue: 176, observed: 3905, best-error: 0.0 worst-error: 1.2066325908555512e-5 SearchModels iteration 18> population: 16, bsize: 32, queue: 177, observed: 4082, best-error: 0.0 worst-error: 5.473979668845494e-6 SearchModels iteration 19> population: 16, bsize: 32, queue: 177, observed: 4259, best-error: 0.0 worst-error: 2.138686135031712e-6 SearchModels iteration 20> population: 16, bsize: 32, queue: 182, observed: 4441, best-error: 0.0 worst-error: 9.472007295694361e-7 SearchModels iteration 21> population: 16, bsize: 32, queue: 177, observed: 4618, best-error: 0.0 worst-error: 3.903278321317071e-7 SearchModels iteration 22> population: 16, bsize: 32, queue: 176, observed: 4794, best-error: 0.0 worst-error: 1.1106901042646731e-7 SearchModels> stop by convergence error=(1.0001821517944336, 1.0003666877746582) => 3.373199937864151e-8, iter=23 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.0000640869140625, 1.0001296997070312) => 4.3387114871730425e-9) 3 => ((1.0000620841979981, 1.000128936767578) => 6.124509993241436e-9) 4 => ((1.0001014709472655, 1.000201416015625) => 1.0532336581669258e-8) 5 => ((1.0001079559326171, 1.0002145767211914) => 1.183587001427029e-8) 6 => ((1.000128173828125, 1.0002578735351562) => 1.6656374259962446e-8) 7 => ((1.000128173828125, 1.0002593994140625) => 1.734985260143174e-8) 8 => ((1.0001261711120604, 1.0002586364746093) => 1.986089395882491e-8) 9 => ((1.0001539707183837, 1.0003075122833252) => 2.3727490376013654e-8) 10 => ((1.000124168395996, 1.0002578735351562) => 2.4483354250966242e-8) 11 => ((1.0001554489135742, 1.0003087043762207) => 2.4656146489962436e-8) 12 => ((1.0001635551452637, 1.000330352783203) => 2.7784385454201707e-8) 13 => ((1.0001720428466796, 1.0003442764282227) => 2.9601337578615568e-8) 14 => ((1.000170040130615, 1.0003435134887695) => 3.007258132810019e-8) 15 => ((1.000178050994873, 1.0003580093383788) => 3.205396174560968e-8) ===== 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: 170, observed: 1138, best-error: 0.39999999999999797 worst-error: 19.719999999999956 SearchModels iteration 2> population: 16, bsize: 32, queue: 150, observed: 1288, best-error: 0.10000000000000016 worst-error: 3.370000000000001 SearchModels iteration 3> population: 16, bsize: 32, queue: 149, observed: 1437, best-error: 0.032499999999999724 worst-error: 1.2499999999999973 SearchModels iteration 4> population: 16, bsize: 32, queue: 164, observed: 1601, best-error: 0.01617431640625009 worst-error: 0.20312499999999983 SearchModels iteration 5> population: 16, bsize: 32, queue: 178, observed: 1779, best-error: 0.003794097900390302 worst-error: 0.045744628906250015 SearchModels iteration 6> population: 16, bsize: 32, queue: 178, observed: 1957, best-error: 0.0009924411773681858 worst-error: 0.00878052711486843 SearchModels iteration 7> population: 16, bsize: 32, queue: 178, observed: 2135, best-error: 0.00015869140624999792 worst-error: 0.00220145285129543 SearchModels iteration 8> population: 16, bsize: 32, queue: 179, observed: 2314, best-error: 3.921508789062584e-5 worst-error: 0.0003278166055679228 SearchModels iteration 9> population: 16, bsize: 32, queue: 173, observed: 2487, best-error: 2.4420022964473943e-6 worst-error: 3.921508789062584e-5 SearchModels iteration 10> population: 16, bsize: 32, queue: 171, observed: 2658, best-error: 1.5259021893142015e-7 worst-error: 4.448927938940335e-6 SearchModels iteration 11> population: 16, bsize: 32, queue: 155, observed: 2813, best-error: 0.0 worst-error: 4.6732225200691194e-7 SearchModels iteration 12> population: 16, bsize: 32, queue: 152, observed: 2965, best-error: 0.0 worst-error: 8.583142516738402e-8 SearchModels> stop by convergence error=(1.00009765625, 1.0001953124999998) => 9.536752258992187e-9, iter=13 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.0, 0.9999999999999999) => 1.232595164407831e-30) 3 => ((0.9999755859375001, 0.9999511718749999) => 5.960464832745759e-10) 4 => ((0.9999755859375, 0.999951171875) => 5.960464832799572e-10) 5 => ((0.9999755859375, 0.9999511718749999) => 5.960464832799704e-10) 6 => ((0.9999755859374999, 0.9999511718749999) => 5.96046483285365e-10) 7 => ((1.0000244140625, 1.000048828125) => 5.960464832854179e-10) 8 => ((1.000048828125, 1.00009765625) => 2.3841863594454512e-9) 9 => ((0.999951171875, 0.9999023437500001) => 2.3841863594454512e-9) 10 => ((0.999951171875, 0.99990234375) => 2.384186359445504e-9) 11 => ((1.0000488281250002, 1.00009765625) => 2.384186359467347e-9) 12 => ((0.9999267578125002, 0.9998535156249999) => 5.364420907457682e-9) 13 => ((0.9999267578125001, 0.999853515625) => 5.364420907473588e-9) 14 => ((0.9999267578125001, 0.9998535156249999) => 5.364420907473707e-9) 15 => ((0.9999023437500001, 0.9998046875000002) => 9.536752258992187e-9) Test Summary: | Total Time SearchModels.jl | 0 2.3s Testing SearchModels tests passed Testing completed after 20.8s PkgEval succeeded after 65.52s