Package evaluation of SearchModels on Julia 1.13.0-DEV.912 (a2457e6ed7*) started at 2025-07-27T14:10:47.910 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.8s ################################################################################ # 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 v4.17.0 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [ffbed154] + DocStringExtensions v0.9.5 [92d709cd] + IrrationalConstants v0.2.4 [2ab3a3ac] + LogExpFunctions v0.3.29 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.1 [d96e819e] + Parameters v0.12.3 [0e966ebe] + SearchModels v0.4.1 [a2af1166] + SortingAlgorithms v1.2.1 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [3a884ed6] + UnPack v1.0.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [d6f4376e] + Markdown v1.11.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.11.0 [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [4536629a] + OpenBLAS_jll v0.3.29+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [8e850b90] + libblastrampoline_jll v5.13.1+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 1.1s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 21.04s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_PjpmZK/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_PjpmZK/Manifest.toml` [34da2185] Compat v4.17.0 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [ffbed154] DocStringExtensions v0.9.5 [92d709cd] IrrationalConstants v0.2.4 [2ab3a3ac] LogExpFunctions v0.3.29 [e1d29d7a] Missings v1.2.0 [bac558e1] OrderedCollections v1.8.1 [d96e819e] Parameters v0.12.3 [0e966ebe] SearchModels v0.4.1 [a2af1166] SortingAlgorithms v1.2.1 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [3a884ed6] UnPack v1.0.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.11.0 [fa267f1f] TOML v1.0.3 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [4536629a] OpenBLAS_jll v0.3.29+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [8e850b90] libblastrampoline_jll v5.13.1+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... SearchModels> search params iter=0, initialpopulation=300, maxpopulation=16, bsize=64, mutbsize=32, crossbsize=32 SearchModels iteration 1> population: 16, bsize: 64, queue: 58, observed: 358, best-error: 383521.45432380686 worst-error: 2.3973265567767546e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 59, observed: 417, best-error: 16408.8700825798 worst-error: 270125.8463061275 SearchModels iteration 3> population: 16, bsize: 64, queue: 63, observed: 480, best-error: 2193.0882162064495 worst-error: 44389.35187889343 SearchModels iteration 4> population: 16, bsize: 64, queue: 61, observed: 541, best-error: 2193.0882162064495 worst-error: 12082.321556912199 SearchModels iteration 5> population: 16, bsize: 64, queue: 60, observed: 601, best-error: 2157.8094046982615 worst-error: 5931.451316963529 SearchModels iteration 6> population: 16, bsize: 64, queue: 62, observed: 663, best-error: 13.585082949654302 worst-error: 2455.149416640959 SearchModels iteration 7> population: 16, bsize: 64, queue: 58, observed: 721, best-error: 13.585082949654302 worst-error: 360.8679944008872 SearchModels iteration 8> population: 16, bsize: 64, queue: 61, observed: 782, best-error: 13.585082949654302 worst-error: 99.0894535431912 SearchModels iteration 9> population: 16, bsize: 64, queue: 59, observed: 841, best-error: 13.585082949654302 worst-error: 61.71095683285788 SearchModels iteration 10> population: 16, bsize: 64, queue: 61, observed: 902, best-error: 13.585082949654302 worst-error: 34.70234062396061 SearchModels iteration 11> population: 16, bsize: 64, queue: 59, observed: 961, best-error: 13.585082949654302 worst-error: 20.073206894437387 SearchModels iteration 12> population: 16, bsize: 64, queue: 58, observed: 1019, best-error: 13.526082324483504 worst-error: 16.56520497021326 SearchModels iteration 13> population: 16, bsize: 64, queue: 57, observed: 1076, best-error: 13.526082324483504 worst-error: 14.820415740738369 SearchModels iteration 14> population: 16, bsize: 64, queue: 54, observed: 1130, best-error: 12.002843036572648 worst-error: 13.940284091722813 SearchModels iteration 15> population: 16, bsize: 64, queue: 58, observed: 1188, best-error: 10.765175883668034 worst-error: 13.042801233486154 SearchModels iteration 16> population: 16, bsize: 64, queue: 57, observed: 1245, best-error: 10.765175883668034 worst-error: 12.247853928438998 SearchModels iteration 17> population: 16, bsize: 64, queue: 59, observed: 1304, best-error: 9.726572507301027 worst-error: 11.441577753555919 SearchModels iteration 18> population: 16, bsize: 64, queue: 58, observed: 1362, best-error: 9.726572507301027 worst-error: 10.883266267529962 SearchModels iteration 19> population: 16, bsize: 64, queue: 59, observed: 1421, best-error: 9.414980096510835 worst-error: 10.243731382804112 SearchModels iteration 20> population: 16, bsize: 64, queue: 59, observed: 1480, best-error: 8.925357868756478 worst-error: 9.890092179795747 SearchModels iteration 21> population: 16, bsize: 64, queue: 57, observed: 1537, best-error: 8.603560462475404 worst-error: 9.44426610917956 SearchModels iteration 22> population: 16, bsize: 64, queue: 58, observed: 1595, best-error: 8.603560462475404 worst-error: 9.155637161889716 SearchModels iteration 23> population: 16, bsize: 64, queue: 55, observed: 1650, best-error: 8.603560462475404 worst-error: 8.90684243247691 SearchModels iteration 24> population: 16, bsize: 64, queue: 56, observed: 1706, best-error: 8.603560462475404 worst-error: 8.792727900222571 SearchModels iteration 25> population: 16, bsize: 64, queue: 54, observed: 1760, best-error: 8.47241205443796 worst-error: 8.70902878371623 SearchModels iteration 26> population: 16, bsize: 64, queue: 57, observed: 1817, best-error: 8.47241205443796 worst-error: 8.639149161181681 SearchModels iteration 27> population: 16, bsize: 64, queue: 58, observed: 1875, best-error: 8.394591833808853 worst-error: 8.54141506538128 SearchModels iteration 28> population: 16, bsize: 64, queue: 60, observed: 1935, best-error: 8.362496590118482 worst-error: 8.502334698415332 SearchModels iteration 29> population: 16, bsize: 64, queue: 55, observed: 1990, best-error: 8.362496590118482 worst-error: 8.463953172816435 SearchModels iteration 30> population: 16, bsize: 64, queue: 59, observed: 2049, best-error: 8.362496590118482 worst-error: 8.43473674119284 SearchModels iteration 31> population: 16, bsize: 64, queue: 60, observed: 2109, best-error: 8.326560212661168 worst-error: 8.394591833808853 SearchModels iteration 32> population: 16, bsize: 64, queue: 61, observed: 2170, best-error: 8.326560212661168 worst-error: 8.378532701126232 SearchModels iteration 33> population: 16, bsize: 64, queue: 58, observed: 2228, best-error: 8.324310745067203 worst-error: 8.355299775258263 SearchModels iteration 34> population: 16, bsize: 64, queue: 58, observed: 2286, best-error: 8.269783480048655 worst-error: 8.333559756504352 SearchModels iteration 35> population: 16, bsize: 64, queue: 59, observed: 2345, best-error: 8.267267030587492 worst-error: 8.326052310672866 SearchModels iteration 36> population: 16, bsize: 64, queue: 58, observed: 2403, best-error: 8.248571675298143 worst-error: 8.293841911398912 SearchModels iteration 37> population: 16, bsize: 64, queue: 59, observed: 2462, best-error: 8.248571675298143 worst-error: 8.278474524479384 SearchModels iteration 38> population: 16, bsize: 64, queue: 58, observed: 2520, best-error: 8.21309515234843 worst-error: 8.264564254265007 SearchModels iteration 39> population: 16, bsize: 64, queue: 58, observed: 2578, best-error: 8.201990982577708 worst-error: 8.253139956126052 SearchModels iteration 40> population: 16, bsize: 64, queue: 58, observed: 2636, best-error: 8.197306740135176 worst-error: 8.23058509096586 SearchModels iteration 41> population: 16, bsize: 64, queue: 58, observed: 2694, best-error: 8.181126675764911 worst-error: 8.217611724869096 SearchModels iteration 42> population: 16, bsize: 64, queue: 61, observed: 2755, best-error: 8.179098857016273 worst-error: 8.201834484539125 SearchModels iteration 43> population: 16, bsize: 64, queue: 60, observed: 2815, best-error: 8.179098857016273 worst-error: 8.191062595294953 SearchModels iteration 44> population: 16, bsize: 64, queue: 58, observed: 2873, best-error: 8.149478687222217 worst-error: 8.18489513493077 SearchModels iteration 45> population: 16, bsize: 64, queue: 57, observed: 2930, best-error: 8.149478687222217 worst-error: 8.179805346634412 SearchModels iteration 46> population: 16, bsize: 64, queue: 58, observed: 2988, best-error: 8.132542301166263 worst-error: 8.162911158558362 SearchModels iteration 47> population: 16, bsize: 64, queue: 56, observed: 3044, best-error: 8.11395202403359 worst-error: 8.150566617748776 SearchModels iteration 48> population: 16, bsize: 64, queue: 58, observed: 3102, best-error: 8.102164902439885 worst-error: 8.143779010940564 SearchModels iteration 49> population: 16, bsize: 64, queue: 56, observed: 3158, best-error: 8.102164902439885 worst-error: 8.128591079013823 SearchModels iteration 50> population: 16, bsize: 64, queue: 57, observed: 3215, best-error: 8.102164902439885 worst-error: 8.117500661261197 SearchModels iteration 51> population: 16, bsize: 64, queue: 57, observed: 3272, best-error: 8.084911409291477 worst-error: 8.111762742467784 SearchModels iteration 52> population: 16, bsize: 64, queue: 62, observed: 3334, best-error: 8.084324504051292 worst-error: 8.103314968650041 SearchModels iteration 53> population: 16, bsize: 64, queue: 59, observed: 3393, best-error: 8.084324504051292 worst-error: 8.09039592223743 SearchModels iteration 54> population: 16, bsize: 64, queue: 56, observed: 3449, best-error: 8.05252797574208 worst-error: 8.085802778751294 SearchModels iteration 55> population: 16, bsize: 64, queue: 56, observed: 3505, best-error: 8.05252797574208 worst-error: 8.0826027874273 SearchModels iteration 56> population: 16, bsize: 64, queue: 60, observed: 3565, best-error: 8.048531040096137 worst-error: 8.072463619352314 SearchModels iteration 57> population: 16, bsize: 64, queue: 63, observed: 3628, best-error: 8.034310525737068 worst-error: 8.063260557232795 SearchModels iteration 58> population: 16, bsize: 64, queue: 57, observed: 3685, best-error: 8.027887710689832 worst-error: 8.054163231111879 SearchModels iteration 59> population: 16, bsize: 64, queue: 60, observed: 3745, best-error: 8.014844768176145 worst-error: 8.043350719586993 SearchModels iteration 60> population: 16, bsize: 64, queue: 58, observed: 3803, best-error: 8.007199167844131 worst-error: 8.037067595780186 SearchModels iteration 61> population: 16, bsize: 64, queue: 60, observed: 3863, best-error: 8.007199167844131 worst-error: 8.02498209092819 SearchModels iteration 62> population: 16, bsize: 64, queue: 57, observed: 3920, best-error: 8.005333286492489 worst-error: 8.016337963479772 SearchModels iteration 63> population: 16, bsize: 64, queue: 59, observed: 3979, best-error: 7.995400511223054 worst-error: 8.01235894894144 SearchModels iteration 64> population: 16, bsize: 64, queue: 61, observed: 4040, best-error: 7.980146226707067 worst-error: 8.008130920048279 SearchModels iteration 65> population: 16, bsize: 64, queue: 59, observed: 4099, best-error: 7.973350734399158 worst-error: 7.999666457688164 SearchModels iteration 66> population: 16, bsize: 64, queue: 60, observed: 4159, best-error: 7.973350734399158 worst-error: 7.986729941495023 SearchModels iteration 67> population: 16, bsize: 64, queue: 54, observed: 4213, best-error: 7.956377810997666 worst-error: 7.9770548934536905 SearchModels iteration 68> population: 16, bsize: 64, queue: 61, observed: 4274, best-error: 7.9449418351374055 worst-error: 7.971653927071002 SearchModels iteration 69> population: 16, bsize: 64, queue: 57, observed: 4331, best-error: 7.9449418351374055 worst-error: 7.961281480197564 SearchModels iteration 70> population: 16, bsize: 64, queue: 58, observed: 4389, best-error: 7.94151325815124 worst-error: 7.952379131256178 SearchModels iteration 71> population: 16, bsize: 64, queue: 57, observed: 4446, best-error: 7.94151325815124 worst-error: 7.9478197817530365 SearchModels iteration 72> population: 16, bsize: 64, queue: 59, observed: 4505, best-error: 7.929560067191629 worst-error: 7.945339320521295 SearchModels iteration 73> population: 16, bsize: 64, queue: 59, observed: 4564, best-error: 7.929560067191629 worst-error: 7.94230487024944 SearchModels iteration 74> population: 16, bsize: 64, queue: 59, observed: 4623, best-error: 7.929560067191629 worst-error: 7.936437368773571 SearchModels iteration 75> population: 16, bsize: 64, queue: 59, observed: 4682, best-error: 7.914640412145608 worst-error: 7.933133347550749 SearchModels iteration 76> population: 16, bsize: 64, queue: 60, observed: 4742, best-error: 7.908109950724196 worst-error: 7.930089378224999 SearchModels iteration 77> population: 16, bsize: 64, queue: 58, observed: 4800, best-error: 7.908109950724196 worst-error: 7.919860061629156 SearchModels iteration 78> population: 16, bsize: 64, queue: 58, observed: 4858, best-error: 7.890192102740411 worst-error: 7.914268445071621 SearchModels iteration 79> population: 16, bsize: 64, queue: 57, observed: 4915, best-error: 7.890192102740411 worst-error: 7.911138015657745 SearchModels iteration 80> population: 16, bsize: 64, queue: 61, observed: 4976, best-error: 7.890192102740411 worst-error: 7.907528344149821 SearchModels iteration 81> population: 16, bsize: 64, queue: 56, observed: 5032, best-error: 7.879109460068139 worst-error: 7.898391540335098 SearchModels iteration 82> population: 16, bsize: 64, queue: 58, observed: 5090, best-error: 7.870304115121841 worst-error: 7.893532848028111 SearchModels iteration 83> population: 16, bsize: 64, queue: 60, observed: 5150, best-error: 7.857327651418956 worst-error: 7.885048530279535 SearchModels iteration 84> population: 16, bsize: 64, queue: 62, observed: 5212, best-error: 7.857327651418956 worst-error: 7.879109460068139 SearchModels iteration 85> population: 16, bsize: 64, queue: 60, observed: 5272, best-error: 7.857327651418956 worst-error: 7.872504744696591 SearchModels iteration 86> population: 16, bsize: 64, queue: 58, observed: 5330, best-error: 7.857070269379907 worst-error: 7.868212505771714 SearchModels iteration 87> population: 16, bsize: 64, queue: 59, observed: 5389, best-error: 7.856823986193478 worst-error: 7.863813155444124 SearchModels iteration 88> population: 16, bsize: 64, queue: 60, observed: 5449, best-error: 7.8492291293201655 worst-error: 7.860290022473849 SearchModels iteration 89> population: 16, bsize: 64, queue: 62, observed: 5511, best-error: 7.839604246936832 worst-error: 7.858077697923403 SearchModels iteration 90> population: 16, bsize: 64, queue: 59, observed: 5570, best-error: 7.837113768643699 worst-error: 7.852709964722264 SearchModels iteration 91> population: 16, bsize: 64, queue: 58, observed: 5628, best-error: 7.835422160278945 worst-error: 7.844883808762193 SearchModels iteration 92> population: 16, bsize: 64, queue: 56, observed: 5684, best-error: 7.821097265296649 worst-error: 7.839604246936832 SearchModels iteration 93> population: 16, bsize: 64, queue: 62, observed: 5746, best-error: 7.821097265296649 worst-error: 7.836944838744451 SearchModels iteration 94> population: 16, bsize: 64, queue: 61, observed: 5807, best-error: 7.821097265296649 worst-error: 7.829056824761668 SearchModels iteration 95> population: 16, bsize: 64, queue: 58, observed: 5865, best-error: 7.821097265296649 worst-error: 7.826352726745783 SearchModels iteration 96> population: 16, bsize: 64, queue: 56, observed: 5921, best-error: 7.808074276909025 worst-error: 7.824253580585531 SearchModels iteration 97> population: 16, bsize: 64, queue: 62, observed: 5983, best-error: 7.807093282342832 worst-error: 7.822378508378502 SearchModels iteration 98> population: 16, bsize: 64, queue: 55, observed: 6038, best-error: 7.794075877276213 worst-error: 7.815279108821612 SearchModels iteration 99> population: 16, bsize: 64, queue: 60, observed: 6098, best-error: 7.794075877276213 worst-error: 7.812463905847419 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.6413862638922679, 0.9057648659859557, 0.10625550787493643, 0.9602357961633776, 0.570261180813224] 1 => ([-0.15622313722144118, 1.4370145224625925, -0.00583193867327159, 0.9515653803964157, 0.5713978115986154] => 7.794075877276213) 2 => ([-0.1561618537025236, 1.4340451012368964, -0.005863229634782223, 0.9515653803964157, 0.5713978115986154] => 7.798453573151657) 3 => ([-0.15724195184751788, 1.4348497920310934, -0.005845821172829762, 0.9515653803964157, 0.5713978115986154] => 7.800424432354867) 4 => ([-0.1571865123966383, 1.4335765623631316, -0.005849789245227555, 0.9515653803964157, 0.5713978115986154] => 7.800614896935998) 5 => ([-0.15713107294575873, 1.4323033326951697, -0.005853757317625348, 0.9515653803964157, 0.5713978115986154] => 7.800914557280444) 6 => ([-0.15710529084460803, 1.43275881457804, -0.005856624999979762, 0.9515653803964157, 0.5713978115986154] => 7.801346500559088) 7 => ([-0.15704985139372846, 1.4314855849100783, -0.005860593072377554, 0.9515653803964157, 0.5713978115986154] => 7.801716339537036) 8 => ([-0.15719683265098855, 1.4344010269812526, -0.005858649309216996, 0.9515653803964157, 0.5713978115986154] => 7.8023827683384726) 9 => ([-0.15715187644146772, 1.434005874882053, -0.0058607139999350116, 0.9515653803964157, 0.5713978115986154] => 7.802464270358872) 10 => ([-0.15696862984169818, 1.4306678371249868, -0.005867428827129761, 0.9515653803964157, 0.5713978115986154] => 7.802563277450205) 11 => ([-0.15610057018360607, 1.4310756800112001, -0.005894520596292855, 0.9515653803964157, 0.5713978115986154] => 7.803428722521921) 12 => ([-0.15662614181903267, 1.432513970971306, -0.005882999020948543, 0.9515653803964157, 0.5713978115986154] => 7.803822207439217) 13 => ([-0.156806156552055, 1.4410337525887653, -0.005862825868811313, 0.9515653803964157, 0.5713978115986154] => 7.804281353784269) 14 => ([-0.15715171345445925, 1.4339522619314118, -0.0058714774456042305, 0.9515653803964157, 0.5713978115986154] => 7.804355262166776) 15 => ([-0.15764048025879707, 1.4312209674794203, -0.005860698567404434, 0.9515653803964157, 0.5713978115986154] => 7.804394861669005) 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: 167, observed: 1130, best-error: 0.7200000000000003 worst-error: 25.7 SearchModels iteration 2> population: 16, bsize: 32, queue: 167, observed: 1297, best-error: 0.703125 worst-error: 4.820000000000002 SearchModels iteration 3> population: 16, bsize: 32, queue: 145, observed: 1442, best-error: 0.3200000000000003 worst-error: 3.049999999999999 SearchModels iteration 4> population: 16, bsize: 32, queue: 159, observed: 1601, best-error: 0.2275390625000005 worst-error: 0.6981249999999998 SearchModels iteration 5> population: 16, bsize: 32, queue: 142, observed: 1743, best-error: 0.2275390625000005 worst-error: 0.3857836914062499 SearchModels iteration 6> population: 16, bsize: 32, queue: 156, observed: 1899, best-error: 0.14941406250000006 worst-error: 0.32370864868164073 SearchModels iteration 7> population: 16, bsize: 32, queue: 167, observed: 2066, best-error: 0.14941406250000006 worst-error: 0.28972656249999995 SearchModels iteration 8> population: 16, bsize: 32, queue: 164, observed: 2230, best-error: 0.14941406250000006 worst-error: 0.24118423461914062 SearchModels iteration 9> population: 16, bsize: 32, queue: 167, observed: 2397, best-error: 0.14941406250000006 worst-error: 0.20904541015625006 SearchModels iteration 10> population: 16, bsize: 32, queue: 164, observed: 2561, best-error: 0.14941406250000006 worst-error: 0.1881373596191407 SearchModels iteration 11> population: 16, bsize: 32, queue: 166, observed: 2727, best-error: 0.14941406250000006 worst-error: 0.16898737967014316 SearchModels iteration 12> population: 16, bsize: 32, queue: 164, observed: 2891, best-error: 0.14068603515625 worst-error: 0.15834818899631514 SearchModels iteration 13> population: 16, bsize: 32, queue: 172, observed: 3063, best-error: 0.14068603515625 worst-error: 0.14919314809376374 SearchModels iteration 14> population: 16, bsize: 32, queue: 145, observed: 3208, best-error: 0.14068603515625 worst-error: 0.1433738567774708 SearchModels iteration 15> population: 16, bsize: 32, queue: 110, observed: 3318, best-error: 0.14068603515625 worst-error: 0.1416059295488321 SearchModels iteration 16> population: 16, bsize: 32, queue: 88, observed: 3406, best-error: 0.14068603515625 worst-error: 0.1408541202545166 SearchModels iteration 17> population: 16, bsize: 32, queue: 78, observed: 3484, best-error: 0.14068603515625 worst-error: 0.1407652050256729 SearchModels iteration 18> population: 16, bsize: 32, queue: 84, observed: 3568, best-error: 0.14068603515625 worst-error: 0.14073649421334267 SearchModels iteration 19> population: 16, bsize: 32, queue: 83, observed: 3651, best-error: 0.14068603515625 worst-error: 0.14071334898471832 SearchModels iteration 20> population: 16, bsize: 32, queue: 79, observed: 3730, best-error: 0.14068603515625 worst-error: 0.14070064667612314 SearchModels iteration 21> population: 16, bsize: 32, queue: 66, observed: 3796, best-error: 0.14068603515625 worst-error: 0.14069402968743816 SearchModels iteration 22> population: 16, bsize: 32, queue: 74, observed: 3870, best-error: 0.14068603515625 worst-error: 0.14069139305502176 SearchModels iteration 23> population: 16, bsize: 32, queue: 63, observed: 3933, best-error: 0.14068603515625 worst-error: 0.1406891739461571 SearchModels iteration 24> population: 16, bsize: 32, queue: 64, observed: 3997, best-error: 0.14068603515625 worst-error: 0.14068832114571705 SearchModels iteration 25> population: 16, bsize: 32, queue: 73, observed: 4070, best-error: 0.14068603515625 worst-error: 0.14068759471410885 SearchModels iteration 26> population: 16, bsize: 32, queue: 78, observed: 4148, best-error: 0.14068603515625 worst-error: 0.14068705264071468 SearchModels iteration 27> population: 16, bsize: 32, queue: 77, observed: 4225, best-error: 0.14068603515625 worst-error: 0.1406867525074631 SearchModels iteration 28> population: 16, bsize: 32, queue: 83, observed: 4308, best-error: 0.14068603515625 worst-error: 0.14068648300963105 SearchModels iteration 29> population: 16, bsize: 32, queue: 79, observed: 4387, best-error: 0.14068603515625 worst-error: 0.1406863596867538 SearchModels iteration 30> population: 16, bsize: 32, queue: 88, observed: 4475, best-error: 0.14068603515625 worst-error: 0.14068625141430857 SearchModels> stop by convergence error=(0.625, 0.3898427784442902) => 0.1406861870562217, iter=31 (of 300) 1 => ((0.625, 0.38984375000000004) => 0.14068603515625) 2 => ((0.625, 0.389843487739563) => 0.14068607614132134) 3 => ((0.625, 0.38984322547912603) => 0.14068611714014878) 4 => ((0.625, 0.3898431420326233) => 0.14068613018811504) 5 => ((0.625, 0.3898431420326234) => 0.14068613018811504) 6 => ((0.625, 0.38984305858612067) => 0.14068614323747397) 7 => ((0.625, 0.3898429214954377) => 0.14068616467872985) 8 => ((0.625, 0.38984287977218635) => 0.14068617120507554) 9 => ((0.625, 0.3898428738117219) => 0.14068617213743903) 10 => ((0.625, 0.38984286189079287) => 0.14068617400218741) 11 => ((0.625, 0.38984283804893494) => 0.1406861777317694) 12 => ((0.625, 0.3898428320884705) => 0.14068617866418265) 13 => ((0.625, 0.3898428022861481) => 0.14068618332635552) 14 => ((0.625, 0.38984279632568364) => 0.1406861842588114) 15 => ((0.625, 0.3898427844047547) => 0.14068618612374448) ===== 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: 156, observed: 1123, best-error: 0.40000000000000063 worst-error: 11.599999999999989 SearchModels iteration 2> population: 16, bsize: 32, queue: 155, observed: 1278, best-error: 0.02000000000000001 worst-error: 1.0 SearchModels iteration 3> population: 16, bsize: 32, queue: 174, observed: 1452, best-error: 0.02000000000000001 worst-error: 0.5199999999999968 SearchModels iteration 4> population: 16, bsize: 32, queue: 166, observed: 1618, best-error: 0.0 worst-error: 0.24441406250000167 SearchModels iteration 5> population: 16, bsize: 32, queue: 172, observed: 1790, best-error: 0.0 worst-error: 0.05707275390624933 SearchModels iteration 6> population: 16, bsize: 32, queue: 168, observed: 1958, best-error: 0.0 worst-error: 0.013713378906250028 SearchModels iteration 7> population: 16, bsize: 32, queue: 166, observed: 2124, best-error: 0.0 worst-error: 0.003906250000000111 SearchModels iteration 8> population: 16, bsize: 32, queue: 177, observed: 2301, best-error: 0.0 worst-error: 0.0015789324417710055 SearchModels iteration 9> population: 16, bsize: 32, queue: 174, observed: 2475, best-error: 0.0 worst-error: 0.00046208180719986433 SearchModels iteration 10> population: 16, bsize: 32, queue: 177, observed: 2652, best-error: 0.0 worst-error: 0.00019531250000001112 SearchModels iteration 11> population: 16, bsize: 32, queue: 171, observed: 2823, best-error: 0.0 worst-error: 6.928443908690885e-5 SearchModels iteration 12> population: 16, bsize: 32, queue: 174, observed: 2997, best-error: 0.0 worst-error: 2.7659290362875387e-5 SearchModels iteration 13> population: 16, bsize: 32, queue: 178, observed: 3175, best-error: 0.0 worst-error: 6.834629758148155e-6 SearchModels iteration 14> population: 16, bsize: 32, queue: 175, observed: 3350, best-error: 0.0 worst-error: 2.9200144950869096e-6 SearchModels iteration 15> population: 16, bsize: 32, queue: 186, observed: 3536, best-error: 0.0 worst-error: 9.591501125876928e-7 SearchModels iteration 16> population: 16, bsize: 32, queue: 174, observed: 3710, best-error: 0.0 worst-error: 4.345367409899676e-7 SearchModels iteration 17> population: 16, bsize: 32, queue: 181, observed: 3891, best-error: 0.0 worst-error: 1.9104260111170348e-7 SearchModels iteration 18> population: 16, bsize: 32, queue: 181, observed: 4072, best-error: 0.0 worst-error: 7.833297240389465e-8 SearchModels> stop by convergence error=(1.0001789093017577, 1.0003650665283204) => 3.7215483012271996e-8, iter=19 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.00006103515625, 1.000128173828125) => 7.44603451108539e-9) 3 => ((1.0000797271728517, 1.0001636505126954) => 8.111873352201748e-9) 4 => ((1.00008544921875, 1.000164794921875) => 1.1035777662895914e-8) 5 => ((1.0001220703125, 1.0002471923828125) => 1.5823411025878925e-8) 6 => ((1.0001174926757812, 1.0002426147460937) => 1.9604249970687864e-8) 7 => ((1.0000930786132813, 1.0001968383789062) => 2.0053829788036034e-8) 8 => ((1.0001419067382813, 1.0002883911132812) => 2.2214602262023226e-8) 9 => ((1.0001319885253905, 1.0002723693847657) => 2.4434887633561772e-8) 10 => ((1.0001506805419922, 1.0003078460693358) => 2.6880732952769878e-8) 11 => ((1.0001651763916015, 1.0003284454345702) => 2.765752039095735e-8) 12 => ((1.0001502990722657, 1.0003089904785156) => 2.9595072876189106e-8) 13 => ((1.0001220703125, 1.00025634765625) => 2.9765964804193176e-8) 14 => ((1.000159454345703, 1.0003273010253906) => 3.2426203806924505e-8) 15 => ((1.0001819610595704, 1.0003650665283204) => 3.3233325825062744e-8) Test Summary: | Total Time SearchModels.jl | 0 2.4s Testing SearchModels tests passed Testing completed after 20.22s PkgEval succeeded after 62.77s