Package evaluation of SearchModels on Julia 1.13.0-DEV.636 (2bd37fbbab*) started at 2025-05-25T14:04:24.175 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.15s ################################################################################ # 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 v1.7.0 ⌅ [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 To see why use `status --outdated -m` Installation completed after 1.1s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 19.19s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_pH8gBv/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_pH8gBv/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 v1.7.0 ⌅ [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: 55, observed: 355, best-error: 84678.06221700857 worst-error: 984532.5207915237 SearchModels iteration 2> population: 16, bsize: 64, queue: 61, observed: 416, best-error: 5117.37239871443 worst-error: 157381.02801929176 SearchModels iteration 3> population: 16, bsize: 64, queue: 54, observed: 470, best-error: 704.6525618750577 worst-error: 24348.48633736468 SearchModels iteration 4> population: 16, bsize: 64, queue: 58, observed: 528, best-error: 110.262864417503 worst-error: 2544.4294290075204 SearchModels iteration 5> population: 16, bsize: 64, queue: 60, observed: 588, best-error: 40.03103550070068 worst-error: 886.8683182255203 SearchModels iteration 6> population: 16, bsize: 64, queue: 58, observed: 646, best-error: 40.03103550070068 worst-error: 176.96353990743347 SearchModels iteration 7> population: 16, bsize: 64, queue: 58, observed: 704, best-error: 29.08255500440293 worst-error: 51.143410410310715 SearchModels iteration 8> population: 16, bsize: 64, queue: 56, observed: 760, best-error: 28.035563763365992 worst-error: 31.43889221573531 SearchModels iteration 9> population: 16, bsize: 64, queue: 56, observed: 816, best-error: 26.695201309647132 worst-error: 28.725719264994634 SearchModels iteration 10> population: 16, bsize: 64, queue: 62, observed: 878, best-error: 26.44682675347732 worst-error: 27.580483629959616 SearchModels iteration 11> population: 16, bsize: 64, queue: 61, observed: 939, best-error: 25.15704297741598 worst-error: 26.650625480624722 SearchModels iteration 12> population: 16, bsize: 64, queue: 60, observed: 999, best-error: 25.15704297741598 worst-error: 25.997777176121993 SearchModels iteration 13> population: 16, bsize: 64, queue: 56, observed: 1055, best-error: 24.40430039351318 worst-error: 25.39501550573424 SearchModels iteration 14> population: 16, bsize: 64, queue: 58, observed: 1113, best-error: 24.40430039351318 worst-error: 25.02892990515378 SearchModels iteration 15> population: 16, bsize: 64, queue: 57, observed: 1170, best-error: 23.631925556798947 worst-error: 24.745702704927815 SearchModels iteration 16> population: 16, bsize: 64, queue: 55, observed: 1225, best-error: 23.631925556798947 worst-error: 24.508276688870552 SearchModels iteration 17> population: 16, bsize: 64, queue: 57, observed: 1282, best-error: 23.631925556798947 worst-error: 24.211838883721658 SearchModels iteration 18> population: 16, bsize: 64, queue: 59, observed: 1341, best-error: 23.385146205851758 worst-error: 24.014500224811655 SearchModels iteration 19> population: 16, bsize: 64, queue: 58, observed: 1399, best-error: 22.863121793249636 worst-error: 23.80848117537898 SearchModels iteration 20> population: 16, bsize: 64, queue: 59, observed: 1458, best-error: 22.863121793249636 worst-error: 23.56506411626423 SearchModels iteration 21> population: 16, bsize: 64, queue: 59, observed: 1517, best-error: 22.863121793249636 worst-error: 23.35799863304651 SearchModels iteration 22> population: 16, bsize: 64, queue: 61, observed: 1578, best-error: 22.829005818577556 worst-error: 23.13886352104143 SearchModels iteration 23> population: 16, bsize: 64, queue: 57, observed: 1635, best-error: 22.79502482643339 worst-error: 22.993970077590216 SearchModels iteration 24> population: 16, bsize: 64, queue: 57, observed: 1692, best-error: 22.66191758601305 worst-error: 22.902012558089503 SearchModels iteration 25> population: 16, bsize: 64, queue: 59, observed: 1751, best-error: 22.648821194638565 worst-error: 22.840085709751957 SearchModels iteration 26> population: 16, bsize: 64, queue: 60, observed: 1811, best-error: 22.570640020862097 worst-error: 22.750687816612444 SearchModels iteration 27> population: 16, bsize: 64, queue: 60, observed: 1871, best-error: 22.570640020862097 worst-error: 22.700591135228255 SearchModels iteration 28> population: 16, bsize: 64, queue: 57, observed: 1928, best-error: 22.42539705316179 worst-error: 22.629818036152027 SearchModels iteration 29> population: 16, bsize: 64, queue: 54, observed: 1982, best-error: 22.42539705316179 worst-error: 22.570640020862097 SearchModels iteration 30> population: 16, bsize: 64, queue: 56, observed: 2038, best-error: 22.35215981848536 worst-error: 22.49290349789732 SearchModels iteration 31> population: 16, bsize: 64, queue: 59, observed: 2097, best-error: 22.344316789267495 worst-error: 22.427600626015526 SearchModels iteration 32> population: 16, bsize: 64, queue: 55, observed: 2152, best-error: 22.223852793033974 worst-error: 22.36975437385437 SearchModels iteration 33> population: 16, bsize: 64, queue: 60, observed: 2212, best-error: 22.223852793033974 worst-error: 22.349928576545082 SearchModels iteration 34> population: 16, bsize: 64, queue: 58, observed: 2270, best-error: 22.223852793033974 worst-error: 22.295834507341024 SearchModels iteration 35> population: 16, bsize: 64, queue: 60, observed: 2330, best-error: 22.223852793033974 worst-error: 22.2705860696759 SearchModels iteration 36> population: 16, bsize: 64, queue: 58, observed: 2388, best-error: 22.15353681807069 worst-error: 22.258113015601552 SearchModels iteration 37> population: 16, bsize: 64, queue: 59, observed: 2447, best-error: 22.09754219859639 worst-error: 22.237084519535674 SearchModels iteration 38> population: 16, bsize: 64, queue: 59, observed: 2506, best-error: 22.033618838198862 worst-error: 22.18797086041838 SearchModels iteration 39> population: 16, bsize: 64, queue: 62, observed: 2568, best-error: 22.033618838198862 worst-error: 22.14967453298577 SearchModels iteration 40> population: 16, bsize: 64, queue: 58, observed: 2626, best-error: 22.033618838198862 worst-error: 22.09165695599707 SearchModels iteration 41> population: 16, bsize: 64, queue: 59, observed: 2685, best-error: 21.96268762474548 worst-error: 22.061078454700198 SearchModels iteration 42> population: 16, bsize: 64, queue: 55, observed: 2740, best-error: 21.94443304363501 worst-error: 22.033618838198862 SearchModels iteration 43> population: 16, bsize: 64, queue: 58, observed: 2798, best-error: 21.89465362010216 worst-error: 21.983247130197896 SearchModels iteration 44> population: 16, bsize: 64, queue: 58, observed: 2856, best-error: 21.871651152078197 worst-error: 21.96005412555913 SearchModels iteration 45> population: 16, bsize: 64, queue: 58, observed: 2914, best-error: 21.80635741053351 worst-error: 21.927050656245772 SearchModels iteration 46> population: 16, bsize: 64, queue: 58, observed: 2972, best-error: 21.773208390411853 worst-error: 21.898196720094496 SearchModels iteration 47> population: 16, bsize: 64, queue: 60, observed: 3032, best-error: 21.773208390411853 worst-error: 21.853148450041104 SearchModels iteration 48> population: 16, bsize: 64, queue: 58, observed: 3090, best-error: 21.773208390411853 worst-error: 21.809124014738224 SearchModels iteration 49> population: 16, bsize: 64, queue: 58, observed: 3148, best-error: 21.76523424749572 worst-error: 21.79061829338618 SearchModels iteration 50> population: 16, bsize: 64, queue: 60, observed: 3208, best-error: 21.749175786516226 worst-error: 21.777294240588745 SearchModels iteration 51> population: 16, bsize: 64, queue: 61, observed: 3269, best-error: 21.69161399067842 worst-error: 21.76523424749572 SearchModels iteration 52> population: 16, bsize: 64, queue: 61, observed: 3330, best-error: 21.62866448513911 worst-error: 21.72943160734239 SearchModels iteration 53> population: 16, bsize: 64, queue: 60, observed: 3390, best-error: 21.62866448513911 worst-error: 21.689308587317466 SearchModels iteration 54> population: 16, bsize: 64, queue: 60, observed: 3450, best-error: 21.61365029614643 worst-error: 21.65572226512136 SearchModels iteration 55> population: 16, bsize: 64, queue: 56, observed: 3506, best-error: 21.61365029614643 worst-error: 21.637766089972743 SearchModels iteration 56> population: 16, bsize: 64, queue: 55, observed: 3561, best-error: 21.572689795106417 worst-error: 21.623890921373114 SearchModels iteration 57> population: 16, bsize: 64, queue: 59, observed: 3620, best-error: 21.555667464277803 worst-error: 21.614973492516405 SearchModels iteration 58> population: 16, bsize: 64, queue: 58, observed: 3678, best-error: 21.502324394960635 worst-error: 21.590405679460584 SearchModels iteration 59> population: 16, bsize: 64, queue: 57, observed: 3735, best-error: 21.502324394960635 worst-error: 21.56218524587346 SearchModels iteration 60> population: 16, bsize: 64, queue: 60, observed: 3795, best-error: 21.48954938483734 worst-error: 21.54046036326892 SearchModels iteration 61> population: 16, bsize: 64, queue: 60, observed: 3855, best-error: 21.457717177324483 worst-error: 21.518981052891537 SearchModels iteration 62> population: 16, bsize: 64, queue: 57, observed: 3912, best-error: 21.457717177324483 worst-error: 21.50166734620775 SearchModels iteration 63> population: 16, bsize: 64, queue: 59, observed: 3971, best-error: 21.427920006246925 worst-error: 21.48376890639654 SearchModels iteration 64> population: 16, bsize: 64, queue: 60, observed: 4031, best-error: 21.3766203871207 worst-error: 21.46221009767493 SearchModels iteration 65> population: 16, bsize: 64, queue: 60, observed: 4091, best-error: 21.3766203871207 worst-error: 21.441649600034243 SearchModels iteration 66> population: 16, bsize: 64, queue: 63, observed: 4154, best-error: 21.371432516321804 worst-error: 21.421711634386057 SearchModels iteration 67> population: 16, bsize: 64, queue: 57, observed: 4211, best-error: 21.355814635874715 worst-error: 21.388959313893483 SearchModels iteration 68> population: 16, bsize: 64, queue: 58, observed: 4269, best-error: 21.337785826213327 worst-error: 21.3766203871207 SearchModels iteration 69> population: 16, bsize: 64, queue: 60, observed: 4329, best-error: 21.32271691255453 worst-error: 21.359006713701692 SearchModels iteration 70> population: 16, bsize: 64, queue: 60, observed: 4389, best-error: 21.310132908272283 worst-error: 21.34849603653967 SearchModels iteration 71> population: 16, bsize: 64, queue: 57, observed: 4446, best-error: 21.275844956007543 worst-error: 21.327877951535843 SearchModels iteration 72> population: 16, bsize: 64, queue: 62, observed: 4508, best-error: 21.23319156126662 worst-error: 21.310882341352908 SearchModels iteration 73> population: 16, bsize: 64, queue: 62, observed: 4570, best-error: 21.23319156126662 worst-error: 21.29255900444516 SearchModels iteration 74> population: 16, bsize: 64, queue: 59, observed: 4629, best-error: 21.23319156126662 worst-error: 21.26533220656077 SearchModels iteration 75> population: 16, bsize: 64, queue: 58, observed: 4687, best-error: 21.20306966774503 worst-error: 21.251599250503926 SearchModels iteration 76> population: 16, bsize: 64, queue: 60, observed: 4747, best-error: 21.18664286778719 worst-error: 21.235400347758326 SearchModels iteration 77> population: 16, bsize: 64, queue: 57, observed: 4804, best-error: 21.161077767252205 worst-error: 21.212264501264205 SearchModels iteration 78> population: 16, bsize: 64, queue: 61, observed: 4865, best-error: 21.156642474017485 worst-error: 21.18990436223306 SearchModels iteration 79> population: 16, bsize: 64, queue: 60, observed: 4925, best-error: 21.127436664460753 worst-error: 21.176101218430915 SearchModels iteration 80> population: 16, bsize: 64, queue: 58, observed: 4983, best-error: 21.11991120105839 worst-error: 21.164165657979304 SearchModels iteration 81> population: 16, bsize: 64, queue: 59, observed: 5042, best-error: 21.116985071410102 worst-error: 21.141228491383334 SearchModels iteration 82> population: 16, bsize: 64, queue: 58, observed: 5100, best-error: 21.096335971743972 worst-error: 21.128388325599797 SearchModels iteration 83> population: 16, bsize: 64, queue: 60, observed: 5160, best-error: 21.091727163181353 worst-error: 21.12051536112619 SearchModels iteration 84> population: 16, bsize: 64, queue: 60, observed: 5220, best-error: 21.055107673196716 worst-error: 21.10325465451903 SearchModels iteration 85> population: 16, bsize: 64, queue: 60, observed: 5280, best-error: 21.049948906661992 worst-error: 21.09223466190312 SearchModels iteration 86> population: 16, bsize: 64, queue: 57, observed: 5337, best-error: 21.04069848893216 worst-error: 21.073801227879265 SearchModels iteration 87> population: 16, bsize: 64, queue: 59, observed: 5396, best-error: 21.01966097786425 worst-error: 21.063053104145823 SearchModels iteration 88> population: 16, bsize: 64, queue: 60, observed: 5456, best-error: 21.01966097786425 worst-error: 21.04421342164896 SearchModels iteration 89> population: 16, bsize: 64, queue: 62, observed: 5518, best-error: 20.984271020042836 worst-error: 21.030203260684758 SearchModels iteration 90> population: 16, bsize: 64, queue: 59, observed: 5577, best-error: 20.94379507256943 worst-error: 21.021029990971908 SearchModels iteration 91> population: 16, bsize: 64, queue: 59, observed: 5636, best-error: 20.902994187469798 worst-error: 20.998696467539805 SearchModels iteration 92> population: 16, bsize: 64, queue: 57, observed: 5693, best-error: 20.90049553691823 worst-error: 20.977440785074872 SearchModels iteration 93> population: 16, bsize: 64, queue: 61, observed: 5754, best-error: 20.90049553691823 worst-error: 20.944241108871445 SearchModels iteration 94> population: 16, bsize: 64, queue: 57, observed: 5811, best-error: 20.90049553691823 worst-error: 20.92386681199102 SearchModels iteration 95> population: 16, bsize: 64, queue: 56, observed: 5867, best-error: 20.864827316733123 worst-error: 20.9117204253626 SearchModels iteration 96> population: 16, bsize: 64, queue: 55, observed: 5922, best-error: 20.864827316733123 worst-error: 20.901545007815436 SearchModels iteration 97> population: 16, bsize: 64, queue: 54, observed: 5976, best-error: 20.842677459949808 worst-error: 20.877737324154246 SearchModels iteration 98> population: 16, bsize: 64, queue: 56, observed: 6032, best-error: 20.842677459949808 worst-error: 20.871194740125084 SearchModels iteration 99> population: 16, bsize: 64, queue: 59, observed: 6091, best-error: 20.810148920270418 worst-error: 20.862457106327817 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.4938262203287147, 0.46485897322906355, 0.29356515039716335, 0.8663734909203555, 0.6867031392079584] 1 => ([1.0640725331144745, -0.03741065531589825, -0.05779525975971332, 0.8724674383677065, 0.6914549588456953] => 20.810148920270418) 2 => ([1.0581512349484365, -0.03672718084000537, -0.05772747145326105, 0.8724674383681027, 0.6914549588460356] => 20.822821661162628) 3 => ([1.0582607340190338, -0.03687167857275603, -0.05753524378180603, 0.8724674383682396, 0.6914549588461532] => 20.824476132643433) 4 => ([1.0567242791408866, -0.03668533672314807, -0.058730306307856465, 0.8724674383682623, 0.6914549588461727] => 20.825771599609784) 5 => ([1.0567993775026054, -0.03667814813430757, -0.05738715278649439, 0.8724674383683315, 0.691454958846232] => 20.82795285475075) 6 => ([1.054672026845033, -0.036265837858366984, -0.05835802013381579, 0.8724674383686544, 0.6914549588465093] => 20.8285252123397) 7 => ([1.0567242791408866, -0.03705219009037955, -0.05814881812659056, 0.8724674383682623, 0.6914549588461727] => 20.829213008955424) 8 => ([1.055943667648906, -0.037019576235320165, -0.0579948063122369, 0.8724674383680414, 0.691454958845983] => 20.831663026750785) 9 => ([1.0552510177461203, -0.03704392836778864, -0.05784632739206447, 0.8724674383680414, 0.691454958845983] => 20.83441192773771) 10 => ([1.0522299367823986, -0.036043706364112485, -0.05765968314680878, 0.8724674383684989, 0.6914549588463759] => 20.83556067487473) 11 => ([1.0524489349235928, -0.036332701829613796, -0.05727522780389874, 0.8724674383687726, 0.6914549588466109] => 20.838962816017343) 12 => ([1.0534318077833296, -0.03741065531589825, -0.05837905026233669, 0.8724674383677065, 0.6914549588456953] => 20.842677459949808) 13 => ([1.0492829770558556, -0.03636092724921003, -0.05781035373058405, 0.8724674383684152, 0.6914549588463039] => 20.847246687901777) 14 => ([1.0492213155001915, -0.03638544360205893, -0.05780175822291264, 0.8724674383683009, 0.6914549588462058] => 20.847679728234766) 15 => ([1.0506233049833336, -0.037019576235320165, -0.0581371921422414, 0.8724674383680414, 0.691454958845983] => 20.8482970977138) Test Summary: | Total Time SearchModels.jl | 0 5.7s ===== 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: 1126, best-error: 0.32000000000000195 worst-error: 19.619999999999994 SearchModels iteration 2> population: 16, bsize: 32, queue: 170, observed: 1296, best-error: 0.0 worst-error: 2.0 SearchModels iteration 3> population: 16, bsize: 32, queue: 168, observed: 1464, best-error: 0.0 worst-error: 0.8000000000000003 SearchModels iteration 4> population: 16, bsize: 32, queue: 164, observed: 1628, best-error: 0.0 worst-error: 0.32000000000000195 SearchModels iteration 5> population: 16, bsize: 32, queue: 169, observed: 1797, best-error: 0.0 worst-error: 0.2476466369628898 SearchModels iteration 6> population: 16, bsize: 32, queue: 174, observed: 1971, best-error: 0.0 worst-error: 0.21951675415039146 SearchModels iteration 7> population: 16, bsize: 32, queue: 167, observed: 2138, best-error: 0.0 worst-error: 0.2017434787750229 SearchModels iteration 8> population: 16, bsize: 32, queue: 148, observed: 2286, best-error: 0.0 worst-error: 0.18250000000000097 SearchModels iteration 9> population: 16, bsize: 32, queue: 140, observed: 2426, best-error: 0.0 worst-error: 0.055210113525389036 SearchModels iteration 10> population: 16, bsize: 32, queue: 143, observed: 2569, best-error: 0.0 worst-error: 0.0038850498199460843 SearchModels iteration 11> population: 16, bsize: 32, queue: 142, observed: 2711, best-error: 0.0 worst-error: 0.00027114868164064234 SearchModels iteration 12> population: 16, bsize: 32, queue: 147, observed: 2858, best-error: 0.0 worst-error: 5.6106003466984364e-5 SearchModels iteration 13> population: 16, bsize: 32, queue: 167, observed: 3025, best-error: 0.0 worst-error: 1.8497223500162255e-5 SearchModels iteration 14> population: 16, bsize: 32, queue: 162, observed: 3187, best-error: 0.0 worst-error: 6.450994551414748e-6 SearchModels iteration 15> population: 16, bsize: 32, queue: 165, observed: 3352, best-error: 0.0 worst-error: 3.443360328673675e-6 SearchModels iteration 16> population: 16, bsize: 32, queue: 178, observed: 3530, best-error: 0.0 worst-error: 1.2608508592747504e-6 SearchModels iteration 17> population: 16, bsize: 32, queue: 170, observed: 3700, best-error: 0.0 worst-error: 5.881923610952503e-7 SearchModels iteration 18> population: 16, bsize: 32, queue: 176, observed: 3876, best-error: 0.0 worst-error: 2.4210629639985905e-7 SearchModels iteration 19> population: 16, bsize: 32, queue: 170, observed: 4046, best-error: 0.0 worst-error: 1.0073930960752105e-7 SearchModels> stop by convergence error=(0.9998031616210937, 0.9995986938476562) => 4.4625384330264956e-8, iter=20 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((0.9999069213867188, 0.9998123168945312) => 8.899110329405418e-9) 3 => ((0.9999160766601562, 0.9998275756835937) => 9.145055899345879e-9) 4 => ((0.9999008178710938, 0.9998001098632813) => 1.0072937057924831e-8) 5 => ((0.9998809814453125, 0.9997528076171875) => 2.2573277249200387e-8) 6 => ((0.999822998046875, 0.999639892578125) => 3.509332411569559e-8) 7 => ((0.9998138427734375, 0.9996246337890625) => 3.560710710578919e-8) 8 => ((0.9998321533203125, 0.9996551513671875) => 3.660607582525297e-8) 9 => ((0.99981689453125, 0.9996276855468751) => 3.729394265617115e-8) 10 => ((0.9998107910156251, 0.999615478515625) => 3.9569159451581246e-8) 11 => ((0.999822998046875, 0.9996551513671875) => 3.9654326358221996e-8) 12 => ((0.99984130859375, 0.99967041015625) => 4.0145668871206825e-8) 13 => ((0.9998016357421875, 0.9996002197265625) => 4.030387252605192e-8) 14 => ((0.999798583984375, 0.9996002197265625) => 4.147513751119736e-8) 15 => ((0.999798583984375, 0.999591064453125) => 4.434338821490398e-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: 168, observed: 1134, best-error: 0.39999999999999797 worst-error: 12.519999999999968 SearchModels iteration 2> population: 16, bsize: 32, queue: 164, observed: 1298, best-error: 0.16999999999999904 worst-error: 2.5 SearchModels iteration 3> population: 16, bsize: 32, queue: 163, observed: 1461, best-error: 0.02312500000000017 worst-error: 0.953125 SearchModels iteration 4> population: 16, bsize: 32, queue: 158, observed: 1619, best-error: 0.02312500000000017 worst-error: 0.39999999999999797 SearchModels iteration 5> population: 16, bsize: 32, queue: 165, observed: 1784, best-error: 0.015625000000000444 worst-error: 0.16999999999999904 SearchModels iteration 6> population: 16, bsize: 32, queue: 156, observed: 1940, best-error: 0.015625000000000444 worst-error: 0.07312499999999986 SearchModels iteration 7> population: 16, bsize: 32, queue: 168, observed: 2108, best-error: 0.007756347656250311 worst-error: 0.04267334938049318 SearchModels iteration 8> population: 16, bsize: 32, queue: 162, observed: 2270, best-error: 0.007756347656250311 worst-error: 0.026604003906250034 SearchModels iteration 9> population: 16, bsize: 32, queue: 173, observed: 2443, best-error: 0.007756347656250311 worst-error: 0.02053894996643156 SearchModels iteration 10> population: 16, bsize: 32, queue: 165, observed: 2608, best-error: 0.0037391662597648844 worst-error: 0.015625000000000444 SearchModels iteration 11> population: 16, bsize: 32, queue: 176, observed: 2784, best-error: 0.00047320786863570163 worst-error: 0.0016719251871110063 SearchModels iteration 12> population: 16, bsize: 32, queue: 169, observed: 2953, best-error: 0.00038400709629069147 worst-error: 0.0006449222564697977 SearchModels iteration 13> population: 16, bsize: 32, queue: 176, observed: 3129, best-error: 0.0001608598722668582 worst-error: 0.00046615523840052946 SearchModels iteration 14> population: 16, bsize: 32, queue: 174, observed: 3303, best-error: 0.0001608598722668582 worst-error: 0.0002476153661064395 SearchModels iteration 15> population: 16, bsize: 32, queue: 174, observed: 3477, best-error: 0.0001608598722668582 worst-error: 0.00019575298746587184 SearchModels iteration 16> population: 16, bsize: 32, queue: 161, observed: 3638, best-error: 0.00013699475371088812 worst-error: 0.00017128415042863017 SearchModels iteration 17> population: 16, bsize: 32, queue: 180, observed: 3818, best-error: 0.00013699475371088812 worst-error: 0.00015959525955679268 SearchModels iteration 18> population: 16, bsize: 32, queue: 164, observed: 3982, best-error: 0.00013699475371088812 worst-error: 0.00015031299588810377 SearchModels iteration 19> population: 16, bsize: 32, queue: 170, observed: 4152, best-error: 0.00013699475371088812 worst-error: 0.00014511733872673267 SearchModels iteration 20> population: 16, bsize: 32, queue: 177, observed: 4329, best-error: 0.00013699475371088812 worst-error: 0.0001414950754921065 SearchModels iteration 21> population: 16, bsize: 32, queue: 173, observed: 4502, best-error: 0.00013655923976030505 worst-error: 0.00013907902600497884 SearchModels iteration 22> population: 16, bsize: 32, queue: 164, observed: 4666, best-error: 0.00013450033943574065 worst-error: 0.0001373264954337737 SearchModels iteration 23> population: 16, bsize: 32, queue: 164, observed: 4830, best-error: 0.00013450033943574065 worst-error: 0.00013625808603378884 SearchModels iteration 24> population: 16, bsize: 32, queue: 153, observed: 4983, best-error: 0.00013448645827285636 worst-error: 0.00013544622786920504 SearchModels iteration 25> population: 16, bsize: 32, queue: 151, observed: 5134, best-error: 0.00013448645827285636 worst-error: 0.0001350862243617201 SearchModels iteration 26> population: 16, bsize: 32, queue: 141, observed: 5275, best-error: 0.00013448645827285636 worst-error: 0.00013471949919437577 SearchModels iteration 27> population: 16, bsize: 32, queue: 119, observed: 5394, best-error: 0.00013448430390728078 worst-error: 0.0001345753558693577 SearchModels> stop by convergence error=(0.9884033203124999, 0.976923179626465) => 0.0001345151784102339, iter=28 (of 300) 1 => ((0.9884033203124999, 0.9769416570663454) => 0.00013448300823260247) 2 => ((0.9884033203124999, 0.9769374847412111) => 0.00013448430390728078) 3 => ((0.9884033203124999, 0.9769362926483156) => 0.0001344853135885082) 4 => ((0.9884033203124999, 0.9769470214843752) => 0.00013448645827285636) 5 => ((0.9884033203124999, 0.9769351005554201) => 0.00013448660748682992) 6 => ((0.9884033203124999, 0.9769333124160768) => 0.00013448908124136434) 7 => ((0.9884033203124999, 0.9769327163696291) => 0.00013449004793475628) 8 => ((0.9884033203124999, 0.9769309282302858) => 0.0001344933743405736) 9 => ((0.9884033203124999, 0.9769303321838381) => 0.00013449462525105986) 10 => ((0.9884033203124999, 0.9769291400909426) => 0.00013449734023485312) 11 => ((0.9884033203124999, 0.976927947998047) => 0.00013450033943574065) 12 => ((0.9884033203124999, 0.9769273519515993) => 0.00013450194561759479) 13 => ((0.9884033203124999, 0.9769261598587038) => 0.0001345053711441238) 14 => ((0.9884033203124999, 0.976925563812256) => 0.00013450719048879866) 15 => ((0.9884033203124999, 0.9769243717193605) => 0.00013451104234096914) Test Summary: | Total Time SearchModels.jl | 0 2.4s Testing SearchModels tests passed Testing completed after 19.9s PkgEval succeeded after 66.19s