Package evaluation of SearchModels on Julia 1.13.0-DEV.464 (abc56fde89*) started at 2025-05-01T16:24:48.504 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... ┌ Warning: could not download https://pkg.julialang.org/registries │ exception = RequestError: HTTP/2 301 (Connection timed out after 30005 milliseconds) while requesting https://pkg.julialang.org/registries └ @ Pkg.Registry /opt/julia/share/julia/stdlib/v1.13/Pkg/src/Registry/Registry.jl:77 Set-up completed after 6.46s ################################################################################ # 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 To see why use `status --outdated -m` Installation completed after 0.96s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 18.24s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_w9cofr/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_w9cofr/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: 56, observed: 356, best-error: 69883.32395061642 worst-error: 2.952640083552966e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 61, observed: 417, best-error: 9955.523237783025 worst-error: 246825.80311991082 SearchModels iteration 3> population: 16, bsize: 64, queue: 57, observed: 474, best-error: 4645.74804681953 worst-error: 63198.366609264136 SearchModels iteration 4> population: 16, bsize: 64, queue: 60, observed: 534, best-error: 1816.7811108385372 worst-error: 9797.321394334342 SearchModels iteration 5> population: 16, bsize: 64, queue: 60, observed: 594, best-error: 663.6483424387824 worst-error: 3687.995902277971 SearchModels iteration 6> population: 16, bsize: 64, queue: 61, observed: 655, best-error: 663.6483424387824 worst-error: 1641.6571451689797 SearchModels iteration 7> population: 16, bsize: 64, queue: 58, observed: 713, best-error: 538.8696682752941 worst-error: 895.9526716762666 SearchModels iteration 8> population: 16, bsize: 64, queue: 58, observed: 771, best-error: 424.62708356562285 worst-error: 554.2960303162077 SearchModels iteration 9> population: 16, bsize: 64, queue: 60, observed: 831, best-error: 227.4409869872679 worst-error: 454.347022992572 SearchModels iteration 10> population: 16, bsize: 64, queue: 61, observed: 892, best-error: 221.4755543343669 worst-error: 330.6188883564598 SearchModels iteration 11> population: 16, bsize: 64, queue: 59, observed: 951, best-error: 221.4755543343669 worst-error: 282.320011944417 SearchModels iteration 12> population: 16, bsize: 64, queue: 57, observed: 1008, best-error: 144.8258054699237 worst-error: 243.73417637308648 SearchModels iteration 13> population: 16, bsize: 64, queue: 61, observed: 1069, best-error: 95.259128216603 worst-error: 222.40563246093157 SearchModels iteration 14> population: 16, bsize: 64, queue: 55, observed: 1124, best-error: 66.51909586953488 worst-error: 149.19789534333006 SearchModels iteration 15> population: 16, bsize: 64, queue: 59, observed: 1183, best-error: 66.51909586953488 worst-error: 102.07212456394083 SearchModels iteration 16> population: 16, bsize: 64, queue: 61, observed: 1244, best-error: 62.72882167971583 worst-error: 84.93487149726677 SearchModels iteration 17> population: 16, bsize: 64, queue: 58, observed: 1302, best-error: 39.43595616912962 worst-error: 71.39747252495546 SearchModels iteration 18> population: 16, bsize: 64, queue: 59, observed: 1361, best-error: 33.21737940272839 worst-error: 57.43530095453987 SearchModels iteration 19> population: 16, bsize: 64, queue: 62, observed: 1423, best-error: 23.500051544384227 worst-error: 46.7515024398114 SearchModels iteration 20> population: 16, bsize: 64, queue: 63, observed: 1486, best-error: 23.500051544384227 worst-error: 37.66353564872278 SearchModels iteration 21> population: 16, bsize: 64, queue: 57, observed: 1543, best-error: 21.21797243324515 worst-error: 30.68864022297918 SearchModels iteration 22> population: 16, bsize: 64, queue: 62, observed: 1605, best-error: 20.934178344565765 worst-error: 25.56040447546952 SearchModels iteration 23> population: 16, bsize: 64, queue: 54, observed: 1659, best-error: 18.256799303434622 worst-error: 22.193667769132006 SearchModels iteration 24> population: 16, bsize: 64, queue: 59, observed: 1718, best-error: 16.392135815119598 worst-error: 20.828606682914657 SearchModels iteration 25> population: 16, bsize: 64, queue: 55, observed: 1773, best-error: 16.392135815119598 worst-error: 18.52990532860441 SearchModels iteration 26> population: 16, bsize: 64, queue: 58, observed: 1831, best-error: 15.896545829060067 worst-error: 16.94094582164162 SearchModels iteration 27> population: 16, bsize: 64, queue: 58, observed: 1889, best-error: 14.094353935339521 worst-error: 16.451523210277365 SearchModels iteration 28> population: 16, bsize: 64, queue: 58, observed: 1947, best-error: 12.630042963526202 worst-error: 14.894097066417064 SearchModels iteration 29> population: 16, bsize: 64, queue: 60, observed: 2007, best-error: 12.429360461681187 worst-error: 14.001943929638141 SearchModels iteration 30> population: 16, bsize: 64, queue: 60, observed: 2067, best-error: 11.838744487053061 worst-error: 13.142700947539117 SearchModels iteration 31> population: 16, bsize: 64, queue: 55, observed: 2122, best-error: 11.3968148828361 worst-error: 12.626186752808701 SearchModels iteration 32> population: 16, bsize: 64, queue: 59, observed: 2181, best-error: 11.331676789000355 worst-error: 12.346040008603111 SearchModels iteration 33> population: 16, bsize: 64, queue: 58, observed: 2239, best-error: 11.331676789000355 worst-error: 11.70561480933251 SearchModels iteration 34> population: 16, bsize: 64, queue: 64, observed: 2303, best-error: 10.67189264014854 worst-error: 11.497486891304414 SearchModels iteration 35> population: 16, bsize: 64, queue: 58, observed: 2361, best-error: 10.67189264014854 worst-error: 11.02340255964616 SearchModels iteration 36> population: 16, bsize: 64, queue: 58, observed: 2419, best-error: 10.375148171167346 worst-error: 10.794278309340957 SearchModels iteration 37> population: 16, bsize: 64, queue: 57, observed: 2476, best-error: 10.375148171167346 worst-error: 10.679463419251478 SearchModels iteration 38> population: 16, bsize: 64, queue: 56, observed: 2532, best-error: 10.241636602276596 worst-error: 10.497234009481309 SearchModels iteration 39> population: 16, bsize: 64, queue: 59, observed: 2591, best-error: 10.221018026861431 worst-error: 10.420113966925703 SearchModels iteration 40> population: 16, bsize: 64, queue: 57, observed: 2648, best-error: 10.20461791243526 worst-error: 10.325588456907886 SearchModels iteration 41> population: 16, bsize: 64, queue: 57, observed: 2705, best-error: 10.199194882726003 worst-error: 10.256333955122003 SearchModels iteration 42> population: 16, bsize: 64, queue: 61, observed: 2766, best-error: 10.197676073021897 worst-error: 10.223605230658178 SearchModels iteration 43> population: 16, bsize: 64, queue: 58, observed: 2824, best-error: 10.193859729869382 worst-error: 10.20531533335522 SearchModels iteration 44> population: 16, bsize: 64, queue: 58, observed: 2882, best-error: 10.182342044087951 worst-error: 10.197676073021897 SearchModels iteration 45> population: 16, bsize: 64, queue: 58, observed: 2940, best-error: 10.182342044087951 worst-error: 10.194669601660715 SearchModels iteration 46> population: 16, bsize: 64, queue: 60, observed: 3000, best-error: 10.179780863217058 worst-error: 10.190008894070935 SearchModels iteration 47> population: 16, bsize: 64, queue: 60, observed: 3060, best-error: 10.17757645794504 worst-error: 10.185299505494564 SearchModels iteration 48> population: 16, bsize: 64, queue: 61, observed: 3121, best-error: 10.171574931067711 worst-error: 10.183060175048011 SearchModels iteration 49> population: 16, bsize: 64, queue: 58, observed: 3179, best-error: 10.171574931067711 worst-error: 10.179948801343556 SearchModels iteration 50> population: 16, bsize: 64, queue: 61, observed: 3240, best-error: 10.168028946633862 worst-error: 10.176480782580184 SearchModels iteration 51> population: 16, bsize: 64, queue: 59, observed: 3299, best-error: 10.15969920737148 worst-error: 10.173123124676371 SearchModels iteration 52> population: 16, bsize: 64, queue: 58, observed: 3357, best-error: 10.15969920737148 worst-error: 10.170989465386931 SearchModels iteration 53> population: 16, bsize: 64, queue: 56, observed: 3413, best-error: 10.152356955173733 worst-error: 10.165789755950357 SearchModels iteration 54> population: 16, bsize: 64, queue: 57, observed: 3470, best-error: 10.152356955173733 worst-error: 10.162482759521508 SearchModels iteration 55> population: 16, bsize: 64, queue: 58, observed: 3528, best-error: 10.144956255998087 worst-error: 10.158663527956644 SearchModels iteration 56> population: 16, bsize: 64, queue: 57, observed: 3585, best-error: 10.144956255998087 worst-error: 10.156073645246007 SearchModels iteration 57> population: 16, bsize: 64, queue: 57, observed: 3642, best-error: 10.144956255998087 worst-error: 10.153588226862565 SearchModels iteration 58> population: 16, bsize: 64, queue: 58, observed: 3700, best-error: 10.144956255998087 worst-error: 10.149458301002511 SearchModels iteration 59> population: 16, bsize: 64, queue: 62, observed: 3762, best-error: 10.143603108733172 worst-error: 10.147947614781986 SearchModels iteration 60> population: 16, bsize: 64, queue: 55, observed: 3817, best-error: 10.142710940720272 worst-error: 10.146775518572854 SearchModels iteration 61> population: 16, bsize: 64, queue: 61, observed: 3878, best-error: 10.142328049883886 worst-error: 10.14549023623991 SearchModels iteration 62> population: 16, bsize: 64, queue: 59, observed: 3937, best-error: 10.136168827972686 worst-error: 10.143467642101228 SearchModels iteration 63> population: 16, bsize: 64, queue: 56, observed: 3993, best-error: 10.13225231237346 worst-error: 10.140070634349039 SearchModels iteration 64> population: 16, bsize: 64, queue: 56, observed: 4049, best-error: 10.13225231237346 worst-error: 10.138224371427228 SearchModels iteration 65> population: 16, bsize: 64, queue: 58, observed: 4107, best-error: 10.13225231237346 worst-error: 10.135637227211161 SearchModels iteration 66> population: 16, bsize: 64, queue: 59, observed: 4166, best-error: 10.13225231237346 worst-error: 10.134094290248116 SearchModels iteration 67> population: 16, bsize: 64, queue: 57, observed: 4223, best-error: 10.130575006363966 worst-error: 10.133081474570998 SearchModels iteration 68> population: 16, bsize: 64, queue: 53, observed: 4276, best-error: 10.127521681417804 worst-error: 10.132621855610838 SearchModels iteration 69> population: 16, bsize: 64, queue: 62, observed: 4338, best-error: 10.126319128506212 worst-error: 10.1315616148698 SearchModels iteration 70> population: 16, bsize: 64, queue: 57, observed: 4395, best-error: 10.126319128506212 worst-error: 10.130073949568473 SearchModels iteration 71> population: 16, bsize: 64, queue: 60, observed: 4455, best-error: 10.123903297280757 worst-error: 10.128628494978942 SearchModels iteration 72> population: 16, bsize: 64, queue: 59, observed: 4514, best-error: 10.1215862426989 worst-error: 10.127275133232528 SearchModels iteration 73> population: 16, bsize: 64, queue: 55, observed: 4569, best-error: 10.121000334518126 worst-error: 10.126319128506212 SearchModels iteration 74> population: 16, bsize: 64, queue: 59, observed: 4628, best-error: 10.11608514919345 worst-error: 10.123903297280757 SearchModels iteration 75> population: 16, bsize: 64, queue: 60, observed: 4688, best-error: 10.11608514919345 worst-error: 10.121456866183477 SearchModels iteration 76> population: 16, bsize: 64, queue: 60, observed: 4748, best-error: 10.11608514919345 worst-error: 10.11908010208377 SearchModels iteration 77> population: 16, bsize: 64, queue: 59, observed: 4807, best-error: 10.11608514919345 worst-error: 10.11787314751206 SearchModels iteration 78> population: 16, bsize: 64, queue: 55, observed: 4862, best-error: 10.113324065277979 worst-error: 10.11713947617016 SearchModels iteration 79> population: 16, bsize: 64, queue: 60, observed: 4922, best-error: 10.112058752019276 worst-error: 10.116616560849168 SearchModels iteration 80> population: 16, bsize: 64, queue: 56, observed: 4978, best-error: 10.108310751098086 worst-error: 10.114936867910249 SearchModels iteration 81> population: 16, bsize: 64, queue: 57, observed: 5035, best-error: 10.108310751098086 worst-error: 10.112875168836853 SearchModels iteration 82> population: 16, bsize: 64, queue: 59, observed: 5094, best-error: 10.108310751098086 worst-error: 10.110283844421627 SearchModels iteration 83> population: 16, bsize: 64, queue: 59, observed: 5153, best-error: 10.103398862458677 worst-error: 10.109181350081453 SearchModels iteration 84> population: 16, bsize: 64, queue: 57, observed: 5210, best-error: 10.10334405304823 worst-error: 10.105048798919773 SearchModels iteration 85> population: 16, bsize: 64, queue: 59, observed: 5269, best-error: 10.09945026435251 worst-error: 10.103759117802657 SearchModels iteration 86> population: 16, bsize: 64, queue: 62, observed: 5331, best-error: 10.099412277777958 worst-error: 10.103398862458677 SearchModels iteration 87> population: 16, bsize: 64, queue: 58, observed: 5389, best-error: 10.097181732219118 worst-error: 10.101340921771776 SearchModels iteration 88> population: 16, bsize: 64, queue: 59, observed: 5448, best-error: 10.09689847970814 worst-error: 10.099771856459295 SearchModels iteration 89> population: 16, bsize: 64, queue: 59, observed: 5507, best-error: 10.09689847970814 worst-error: 10.098622159219861 SearchModels iteration 90> population: 16, bsize: 64, queue: 58, observed: 5565, best-error: 10.09682127653796 worst-error: 10.09790254557807 SearchModels iteration 91> population: 16, bsize: 64, queue: 58, observed: 5623, best-error: 10.096743819518347 worst-error: 10.097258372094442 SearchModels iteration 92> population: 16, bsize: 64, queue: 55, observed: 5678, best-error: 10.096577333731746 worst-error: 10.09692169329132 SearchModels iteration 93> population: 16, bsize: 64, queue: 58, observed: 5736, best-error: 10.092893918095442 worst-error: 10.096763168057006 SearchModels iteration 94> population: 16, bsize: 64, queue: 58, observed: 5794, best-error: 10.092893918095442 worst-error: 10.096577333731746 SearchModels iteration 95> population: 16, bsize: 64, queue: 57, observed: 5851, best-error: 10.090245381671972 worst-error: 10.095461935238445 SearchModels iteration 96> population: 16, bsize: 64, queue: 58, observed: 5909, best-error: 10.08913777844948 worst-error: 10.0939116799157 SearchModels iteration 97> population: 16, bsize: 64, queue: 55, observed: 5964, best-error: 10.088769880238841 worst-error: 10.091938804054278 SearchModels iteration 98> population: 16, bsize: 64, queue: 58, observed: 6022, best-error: 10.088765999053612 worst-error: 10.090195022125993 SearchModels iteration 99> population: 16, bsize: 64, queue: 56, observed: 6078, best-error: 10.088720982073795 worst-error: 10.089315938822244 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.8023711760109536, 0.43108577861022135, 0.012884422579808152, 0.08153444698981349, 0.8628390451826797] 1 => ([0.16048684048844794, 0.427868374193734, 0.2772325059935743, 0.08159829003356661, 0.8593234467985577] => 10.088720982073795) 2 => ([0.16050911962959435, 0.4266875746111557, 0.2772349679258086, 0.08159829003360404, 0.8593234467985577] => 10.088765999053612) 3 => ([0.16046456134730153, 0.4290491737763124, 0.27723004406133994, 0.08159829003352917, 0.8593234467985577] => 10.088769880238841) 4 => ([0.16050224647265615, 0.4283715980505015, 0.27723373695969145, 0.08159829003358532, 0.8593234467985577] => 10.088785768863811) 5 => ([0.16052025920016758, 0.42826210326601954, 0.27723619889192574, 0.08159829003362276, 0.8593234467985577] => 10.088818276946633) 6 => ([0.16052452561380257, 0.4282732626909997, 0.27723619889192574, 0.08159829003362276, 0.8593234467985577] => 10.088828330570113) 7 => ([0.16053993159801078, 0.42769402232469067, 0.2772374298580429, 0.08159829003364147, 0.8593234467985577] => 10.088832648045297) 8 => ([0.16052879202743756, 0.42828442211597983, 0.27723619889192574, 0.08159829003362276, 0.8593234467985577] => 10.08883839261513) 9 => ([0.16050911962959435, 0.4288525030573087, 0.2772349679258086, 0.08159829003360404, 0.8593234467985577] => 10.088846613946068) 10 => ([0.16051765245686433, 0.42887482190726905, 0.2772349679258086, 0.08159829003360404, 0.8593234467985577] => 10.08886761597177) 11 => ([0.16054680475494898, 0.42817492733149787, 0.27723866082416004, 0.08159829003366019, 0.8593234467985577] => 10.088871576489407) 12 => ([0.1605536779118872, 0.42649090389215194, 0.27723989179027725, 0.08159829003367891, 0.8593234467985577] => 10.088874138666016) 13 => ([0.16056066411563505, 0.4282019369686516, 0.2772366092142987, 0.08159829003360101, 0.8593234467985577] => 10.088902156947695) 14 => ([0.16057713021962436, 0.42761622796455584, 0.2772357885705545, 0.08159829003356056, 0.8593234467985577] => 10.088910110591025) 15 => ([0.16057867684314647, 0.4270099779610931, 0.277239071146533, 0.08159829003363844, 0.8593234467985577] => 10.088911602096951) Test Summary: | Total Time SearchModels.jl | 0 5.2s ===== RoseParams without inspect_population SearchModels> search params iter=0, initialpopulation=1000, maxpopulation=16, bsize=32, mutbsize=100, crossbsize=100 SearchModels iteration 1> population: 16, bsize: 32, queue: 165, observed: 1143, best-error: 0.3200000000000003 worst-error: 23.12 SearchModels iteration 2> population: 16, bsize: 32, queue: 157, observed: 1300, best-error: 0.09812500000000164 worst-error: 3.5999999999999996 SearchModels iteration 3> population: 16, bsize: 32, queue: 152, observed: 1452, best-error: 0.07312499999999882 worst-error: 1.9999999999999971 SearchModels iteration 4> population: 16, bsize: 32, queue: 154, observed: 1606, best-error: 0.010002441406250234 worst-error: 1.0731250000000052 SearchModels iteration 5> population: 16, bsize: 32, queue: 170, observed: 1776, best-error: 0.010002441406250234 worst-error: 0.07312499999999882 SearchModels iteration 6> population: 16, bsize: 32, queue: 174, observed: 1950, best-error: 0.010002441406250234 worst-error: 0.021030426025390417 SearchModels iteration 7> population: 16, bsize: 32, queue: 182, observed: 2132, best-error: 0.0055825901031492774 worst-error: 0.013439884781837105 SearchModels iteration 8> population: 16, bsize: 32, queue: 182, observed: 2314, best-error: 0.0055825901031492774 worst-error: 0.008789062499999735 SearchModels iteration 9> population: 16, bsize: 32, queue: 177, observed: 2491, best-error: 0.0055825901031492774 worst-error: 0.0070358387776649324 SearchModels iteration 10> population: 16, bsize: 32, queue: 177, observed: 2668, best-error: 0.0055825901031492774 worst-error: 0.006304025650024364 SearchModels iteration 11> population: 16, bsize: 32, queue: 168, observed: 2836, best-error: 0.005442848801612776 worst-error: 0.005852382288294408 SearchModels iteration 12> population: 16, bsize: 32, queue: 159, observed: 2995, best-error: 0.00533331735919091 worst-error: 0.0056514775521644 SearchModels iteration 13> population: 16, bsize: 32, queue: 153, observed: 3148, best-error: 0.005250923859421145 worst-error: 0.005390379120808504 SearchModels iteration 14> population: 16, bsize: 32, queue: 156, observed: 3304, best-error: 0.005250923859421145 worst-error: 0.005321833593052339 SearchModels iteration 15> population: 16, bsize: 32, queue: 174, observed: 3478, best-error: 0.005223867075983438 worst-error: 0.005281684398369193 SearchModels iteration 16> population: 16, bsize: 32, queue: 160, observed: 3638, best-error: 0.005222581850830466 worst-error: 0.005248492251913628 SearchModels iteration 17> population: 16, bsize: 32, queue: 145, observed: 3783, best-error: 0.005222369509283452 worst-error: 0.0052319940807709145 SearchModels iteration 18> population: 16, bsize: 32, queue: 104, observed: 3887, best-error: 0.005222341569606216 worst-error: 0.005223612824920559 SearchModels iteration 19> population: 16, bsize: 32, queue: 108, observed: 3995, best-error: 0.005222320614848286 worst-error: 0.005222391861025245 SearchModels> stop by convergence error=(1.072265625, 1.1497474670410157) => 0.0052223242819309235, iter=20 (of 300) 1 => ((1.072265625, 1.1497535705566406) => 0.005222320556640625) 2 => ((1.072265625, 1.1497528076171877) => 0.005222320614848286) 3 => ((1.072265625, 1.149754333496094) => 0.005222320614848286) 4 => ((1.072265625, 1.149755096435547) => 0.005222320789471269) 5 => ((1.072265625, 1.1497558593750001) => 0.005222321080509573) 6 => ((1.072265625, 1.1497512817382813) => 0.005222321080509573) 7 => ((1.072265625, 1.1497505187988284) => 0.0052223214879632) 8 => ((1.072265625, 1.1497497558593752) => 0.005222322011832148) 9 => ((1.072265625, 1.1497573852539065) => 0.005222322011832148) 10 => ((1.072265625, 1.149748992919922) => 0.005222322652116418) 11 => ((1.072265625, 1.1497581481933596) => 0.005222322652116418) 12 => ((1.072265625, 1.1497589111328126) => 0.00522232340881601) 13 => ((1.072265625, 1.1497482299804689) => 0.00522232340881601) 14 => ((1.072265625, 1.149748229980469) => 0.00522232340881601) 15 => ((1.072265625, 1.1497596740722658) => 0.0052223242819309235) ===== 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: 167, observed: 1136, best-error: 0.7200000000000061 worst-error: 12.99999999999999 SearchModels iteration 2> population: 16, bsize: 32, queue: 158, observed: 1294, best-error: 0.2781249999999999 worst-error: 2.420000000000001 SearchModels iteration 3> population: 16, bsize: 32, queue: 162, observed: 1456, best-error: 0.03378906249999988 worst-error: 0.9700000000000014 SearchModels iteration 4> population: 16, bsize: 32, queue: 180, observed: 1636, best-error: 0.03378906249999988 worst-error: 0.4587890625 SearchModels iteration 5> population: 16, bsize: 32, queue: 179, observed: 1815, best-error: 0.01539306640624915 worst-error: 0.12328369140624956 SearchModels iteration 6> population: 16, bsize: 32, queue: 180, observed: 1995, best-error: 0.00828124999999968 worst-error: 0.05891510963439986 SearchModels iteration 7> population: 16, bsize: 32, queue: 186, observed: 2181, best-error: 0.0006640625000000077 worst-error: 0.020266265869140574 SearchModels iteration 8> population: 16, bsize: 32, queue: 175, observed: 2356, best-error: 6.738964468243714e-5 worst-error: 0.003830718994140847 SearchModels iteration 9> population: 16, bsize: 32, queue: 176, observed: 2532, best-error: 2.8599279467037245e-5 worst-error: 0.0006390706100500279 SearchModels iteration 10> population: 16, bsize: 32, queue: 181, observed: 2713, best-error: 4.731209628518534e-6 worst-error: 7.962286472316138e-5 SearchModels iteration 11> population: 16, bsize: 32, queue: 184, observed: 2897, best-error: 3.43334540957763e-7 worst-error: 7.48183811081992e-6 SearchModels iteration 12> population: 16, bsize: 32, queue: 185, observed: 3082, best-error: 1.9770826437101608e-29 worst-error: 6.103888154033045e-7 SearchModels iteration 13> population: 16, bsize: 32, queue: 172, observed: 3254, best-error: 1.9770826437101608e-29 worst-error: 7.457858775141363e-8 SearchModels> stop by convergence error=(1.0000976562500001, 1.0001953125) => 9.53675225903598e-9, iter=14 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.0000000000000002, 1.0) => 1.9770826437101608e-29) 3 => ((0.9999755859375002, 0.999951171875) => 5.960464832691682e-10) 4 => ((0.9999755859375001, 0.9999511718750002) => 5.960464832745494e-10) 5 => ((0.9999755859375001, 0.999951171875) => 5.960464832745626e-10) 6 => ((1.0000244140625, 1.0000488281250002) => 5.960464832853915e-10) 7 => ((0.9999511718750003, 0.9999023437500001) => 2.384186359423979e-9) 8 => ((0.9999511718750002, 0.9999023437500001) => 2.3841863594347152e-9) 9 => ((1.0000488281250002, 1.0000976562500001) => 2.3841863594672412e-9) 10 => ((0.9999267578125002, 0.9998535156250001) => 5.364420907457444e-9) 11 => ((0.9999267578125002, 0.999853515625) => 5.364420907457563e-9) 12 => ((1.0000732421875003, 1.000146484375) => 5.364420907522734e-9) 13 => ((0.9999023437500002, 0.9998046875000001) => 9.536752258971139e-9) 14 => ((1.00009765625, 1.0001953124999998) => 9.536752258992187e-9) 15 => ((0.9999023437500001, 0.9998046875000001) => 9.536752258992399e-9) Test Summary: | Total Time SearchModels.jl | 0 2.1s Testing SearchModels tests passed Testing completed after 18.92s PkgEval succeeded after 175.73s