Package evaluation of SearchModels on Julia 1.13.0-DEV.1244 (c841b5fe7d*) started at 2025-10-02T17:15:20.569 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.53s ################################################################################ # 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 v4.18.1 [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 v1.2.2 [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 To see why use `status --outdated -m` Installation completed after 1.08s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 21.14s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_D2REOs/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_D2REOs/Manifest.toml` [34da2185] Compat v4.18.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [ffbed154] DocStringExtensions v0.9.5 [92d709cd] IrrationalConstants v0.2.4 [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 v1.2.2 [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: 56, observed: 356, best-error: 10431.89727889163 worst-error: 2.138361559446153e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 60, observed: 416, best-error: 5540.742899043745 worst-error: 152365.06479201972 SearchModels iteration 3> population: 16, bsize: 64, queue: 56, observed: 472, best-error: 3744.5221646790474 worst-error: 17624.631273432995 SearchModels iteration 4> population: 16, bsize: 64, queue: 61, observed: 533, best-error: 835.4616283104166 worst-error: 6646.697500426546 SearchModels iteration 5> population: 16, bsize: 64, queue: 60, observed: 593, best-error: 115.01428896471063 worst-error: 908.6179332615235 SearchModels iteration 6> population: 16, bsize: 64, queue: 58, observed: 651, best-error: 115.01428896471063 worst-error: 345.97877735977767 SearchModels iteration 7> population: 16, bsize: 64, queue: 56, observed: 707, best-error: 114.47085959297019 worst-error: 162.27027204630173 SearchModels iteration 8> population: 16, bsize: 64, queue: 59, observed: 766, best-error: 106.38725174048442 worst-error: 131.155466914637 SearchModels iteration 9> population: 16, bsize: 64, queue: 58, observed: 824, best-error: 97.01579670545023 worst-error: 114.47085959297019 SearchModels iteration 10> population: 16, bsize: 64, queue: 56, observed: 880, best-error: 93.18603580639757 worst-error: 107.41282863944288 SearchModels iteration 11> population: 16, bsize: 64, queue: 55, observed: 935, best-error: 88.87461874595947 worst-error: 99.03917566862849 SearchModels iteration 12> population: 16, bsize: 64, queue: 57, observed: 992, best-error: 87.8501729797292 worst-error: 93.75353379101104 SearchModels iteration 13> population: 16, bsize: 64, queue: 58, observed: 1050, best-error: 86.90151061706246 worst-error: 90.19511343246673 SearchModels iteration 14> population: 16, bsize: 64, queue: 60, observed: 1110, best-error: 86.74230355263668 worst-error: 88.21664223794644 SearchModels iteration 15> population: 16, bsize: 64, queue: 61, observed: 1171, best-error: 85.56197767057613 worst-error: 86.88825732562961 SearchModels iteration 16> population: 16, bsize: 64, queue: 61, observed: 1232, best-error: 84.87074098927782 worst-error: 86.22413212246751 SearchModels iteration 17> population: 16, bsize: 64, queue: 61, observed: 1293, best-error: 82.77655899371787 worst-error: 85.52480835295204 SearchModels iteration 18> population: 16, bsize: 64, queue: 61, observed: 1354, best-error: 82.77655899371787 worst-error: 85.16262465840883 SearchModels iteration 19> population: 16, bsize: 64, queue: 59, observed: 1413, best-error: 82.77655899371787 worst-error: 84.00130689872788 SearchModels iteration 20> population: 16, bsize: 64, queue: 54, observed: 1467, best-error: 82.77655899371787 worst-error: 83.56004176639146 SearchModels iteration 21> population: 16, bsize: 64, queue: 59, observed: 1526, best-error: 82.42618084288463 worst-error: 83.2022494148113 SearchModels iteration 22> population: 16, bsize: 64, queue: 60, observed: 1586, best-error: 82.25854367767298 worst-error: 82.91069665542763 SearchModels iteration 23> population: 16, bsize: 64, queue: 58, observed: 1644, best-error: 81.69988522809261 worst-error: 82.51453722011057 SearchModels iteration 24> population: 16, bsize: 64, queue: 60, observed: 1704, best-error: 81.69988522809261 worst-error: 82.32067576518158 SearchModels iteration 25> population: 16, bsize: 64, queue: 57, observed: 1761, best-error: 81.42315892171528 worst-error: 82.02269538821598 SearchModels iteration 26> population: 16, bsize: 64, queue: 57, observed: 1818, best-error: 81.36180986462574 worst-error: 81.76815480276532 SearchModels iteration 27> population: 16, bsize: 64, queue: 58, observed: 1876, best-error: 81.36180986462574 worst-error: 81.58007974891092 SearchModels iteration 28> population: 16, bsize: 64, queue: 58, observed: 1934, best-error: 81.1795598689269 worst-error: 81.43426829634372 SearchModels iteration 29> population: 16, bsize: 64, queue: 60, observed: 1994, best-error: 81.04369645399997 worst-error: 81.32970570904536 SearchModels iteration 30> population: 16, bsize: 64, queue: 58, observed: 2052, best-error: 81.02436660824165 worst-error: 81.21065217012362 SearchModels iteration 31> population: 16, bsize: 64, queue: 58, observed: 2110, best-error: 80.75772441626907 worst-error: 81.08705693524591 SearchModels iteration 32> population: 16, bsize: 64, queue: 59, observed: 2169, best-error: 80.71218939730072 worst-error: 80.95285028865594 SearchModels iteration 33> population: 16, bsize: 64, queue: 59, observed: 2228, best-error: 80.56340307835603 worst-error: 80.77040282523593 SearchModels iteration 34> population: 16, bsize: 64, queue: 59, observed: 2287, best-error: 80.41003368962997 worst-error: 80.67133581315346 SearchModels iteration 35> population: 16, bsize: 64, queue: 56, observed: 2343, best-error: 80.12295399947826 worst-error: 80.51076806205103 SearchModels iteration 36> population: 16, bsize: 64, queue: 59, observed: 2402, best-error: 80.12295399947826 worst-error: 80.44446939977196 SearchModels iteration 37> population: 16, bsize: 64, queue: 57, observed: 2459, best-error: 80.055704444286 worst-error: 80.29737887936398 SearchModels iteration 38> population: 16, bsize: 64, queue: 62, observed: 2521, best-error: 80.055704444286 worst-error: 80.17879040969596 SearchModels iteration 39> population: 16, bsize: 64, queue: 60, observed: 2581, best-error: 79.90882935834279 worst-error: 80.10107852858806 SearchModels iteration 40> population: 16, bsize: 64, queue: 60, observed: 2641, best-error: 79.68421633752023 worst-error: 80.0243455267899 SearchModels iteration 41> population: 16, bsize: 64, queue: 58, observed: 2699, best-error: 79.68421633752023 worst-error: 79.89820340069146 SearchModels iteration 42> population: 16, bsize: 64, queue: 58, observed: 2757, best-error: 79.50781996662734 worst-error: 79.79974051632998 SearchModels iteration 43> population: 16, bsize: 64, queue: 57, observed: 2814, best-error: 79.50781996662734 worst-error: 79.72590787508013 SearchModels iteration 44> population: 16, bsize: 64, queue: 58, observed: 2872, best-error: 79.4931971724728 worst-error: 79.62121824268954 SearchModels iteration 45> population: 16, bsize: 64, queue: 56, observed: 2928, best-error: 79.30506341738888 worst-error: 79.54674801093644 SearchModels iteration 46> population: 16, bsize: 64, queue: 59, observed: 2987, best-error: 79.29407391140717 worst-error: 79.49147547417105 SearchModels iteration 47> population: 16, bsize: 64, queue: 57, observed: 3044, best-error: 79.29407391140717 worst-error: 79.39718344507867 SearchModels iteration 48> population: 16, bsize: 64, queue: 58, observed: 3102, best-error: 79.25574902639573 worst-error: 79.35347070782625 SearchModels iteration 49> population: 16, bsize: 64, queue: 56, observed: 3158, best-error: 79.21003586990408 worst-error: 79.31316533701823 SearchModels iteration 50> population: 16, bsize: 64, queue: 58, observed: 3216, best-error: 79.13367890065491 worst-error: 79.26310395418088 SearchModels iteration 51> population: 16, bsize: 64, queue: 60, observed: 3276, best-error: 79.12371820678709 worst-error: 79.22795040972935 SearchModels iteration 52> population: 16, bsize: 64, queue: 60, observed: 3336, best-error: 79.11591979097415 worst-error: 79.18910914593545 SearchModels iteration 53> population: 16, bsize: 64, queue: 60, observed: 3396, best-error: 78.95800536543757 worst-error: 79.13367890065491 SearchModels iteration 54> population: 16, bsize: 64, queue: 59, observed: 3455, best-error: 78.95800536543757 worst-error: 79.04665780615885 SearchModels iteration 55> population: 16, bsize: 64, queue: 61, observed: 3516, best-error: 78.80205600190513 worst-error: 78.97841893504304 SearchModels iteration 56> population: 16, bsize: 64, queue: 55, observed: 3571, best-error: 78.80205600190513 worst-error: 78.91559351199125 SearchModels iteration 57> population: 16, bsize: 64, queue: 59, observed: 3630, best-error: 78.70337900650493 worst-error: 78.85210448627805 SearchModels iteration 58> population: 16, bsize: 64, queue: 56, observed: 3686, best-error: 78.70337900650493 worst-error: 78.8201439174004 SearchModels iteration 59> population: 16, bsize: 64, queue: 56, observed: 3742, best-error: 78.59182749895092 worst-error: 78.7723121096238 SearchModels iteration 60> population: 16, bsize: 64, queue: 56, observed: 3798, best-error: 78.59182749895092 worst-error: 78.7318480801043 SearchModels iteration 61> population: 16, bsize: 64, queue: 56, observed: 3854, best-error: 78.48407041099574 worst-error: 78.68753528374917 SearchModels iteration 62> population: 16, bsize: 64, queue: 59, observed: 3913, best-error: 78.48407041099574 worst-error: 78.63087555972679 SearchModels iteration 63> population: 16, bsize: 64, queue: 60, observed: 3973, best-error: 78.4446561771083 worst-error: 78.58781358287752 SearchModels iteration 64> population: 16, bsize: 64, queue: 59, observed: 4032, best-error: 78.34554155725787 worst-error: 78.51902664285753 SearchModels iteration 65> population: 16, bsize: 64, queue: 58, observed: 4090, best-error: 78.18233238995742 worst-error: 78.4081672341856 SearchModels iteration 66> population: 16, bsize: 64, queue: 60, observed: 4150, best-error: 78.12104624616319 worst-error: 78.34007866700848 SearchModels iteration 67> population: 16, bsize: 64, queue: 60, observed: 4210, best-error: 78.07248831209799 worst-error: 78.23298746947874 SearchModels iteration 68> population: 16, bsize: 64, queue: 59, observed: 4269, best-error: 78.07160946840219 worst-error: 78.16534759876015 SearchModels iteration 69> population: 16, bsize: 64, queue: 59, observed: 4328, best-error: 78.06962591610191 worst-error: 78.12130720324133 SearchModels iteration 70> population: 16, bsize: 64, queue: 58, observed: 4386, best-error: 77.99692733259675 worst-error: 78.07511664691978 SearchModels iteration 71> population: 16, bsize: 64, queue: 62, observed: 4448, best-error: 77.9425096902101 worst-error: 78.04522358317466 SearchModels iteration 72> population: 16, bsize: 64, queue: 63, observed: 4511, best-error: 77.88445359880942 worst-error: 78.00296356876989 SearchModels iteration 73> population: 16, bsize: 64, queue: 59, observed: 4570, best-error: 77.88445359880942 worst-error: 77.96446933067925 SearchModels iteration 74> population: 16, bsize: 64, queue: 57, observed: 4627, best-error: 77.84188304146146 worst-error: 77.92169979343934 SearchModels iteration 75> population: 16, bsize: 64, queue: 55, observed: 4682, best-error: 77.83006281998686 worst-error: 77.8938396186316 SearchModels iteration 76> population: 16, bsize: 64, queue: 60, observed: 4742, best-error: 77.74678477890859 worst-error: 77.85444464004564 SearchModels iteration 77> population: 16, bsize: 64, queue: 60, observed: 4802, best-error: 77.74678477890859 worst-error: 77.82056239218726 SearchModels iteration 78> population: 16, bsize: 64, queue: 58, observed: 4860, best-error: 77.74678477890859 worst-error: 77.79327092961948 SearchModels iteration 79> population: 16, bsize: 64, queue: 57, observed: 4917, best-error: 77.73865842685846 worst-error: 77.7676724403663 SearchModels iteration 80> population: 16, bsize: 64, queue: 58, observed: 4975, best-error: 77.71842888976967 worst-error: 77.75164241978807 SearchModels iteration 81> population: 16, bsize: 64, queue: 59, observed: 5034, best-error: 77.695431211736 worst-error: 77.72473652606838 SearchModels iteration 82> population: 16, bsize: 64, queue: 55, observed: 5089, best-error: 77.61025551418935 worst-error: 77.70554731116752 SearchModels iteration 83> population: 16, bsize: 64, queue: 62, observed: 5151, best-error: 77.5794239925746 worst-error: 77.695431211736 SearchModels iteration 84> population: 16, bsize: 64, queue: 59, observed: 5210, best-error: 77.54921867324444 worst-error: 77.64820062454457 SearchModels iteration 85> population: 16, bsize: 64, queue: 59, observed: 5269, best-error: 77.54921867324444 worst-error: 77.61377408983395 SearchModels iteration 86> population: 16, bsize: 64, queue: 59, observed: 5328, best-error: 77.5409456015067 worst-error: 77.58168887871635 SearchModels iteration 87> population: 16, bsize: 64, queue: 58, observed: 5386, best-error: 77.5409456015067 worst-error: 77.5587714998664 SearchModels iteration 88> population: 16, bsize: 64, queue: 59, observed: 5445, best-error: 77.45191448373943 worst-error: 77.54831201039812 SearchModels iteration 89> population: 16, bsize: 64, queue: 56, observed: 5501, best-error: 77.43428974539273 worst-error: 77.51539892048906 SearchModels iteration 90> population: 16, bsize: 64, queue: 60, observed: 5561, best-error: 77.35783261096513 worst-error: 77.48542022557912 SearchModels iteration 91> population: 16, bsize: 64, queue: 56, observed: 5617, best-error: 77.35783261096513 worst-error: 77.43518231718996 SearchModels iteration 92> population: 16, bsize: 64, queue: 57, observed: 5674, best-error: 77.35783261096513 worst-error: 77.39759303768179 SearchModels iteration 93> population: 16, bsize: 64, queue: 59, observed: 5733, best-error: 77.25145082999416 worst-error: 77.37580429276241 SearchModels iteration 94> population: 16, bsize: 64, queue: 59, observed: 5792, best-error: 77.25145082999416 worst-error: 77.35908528250289 SearchModels iteration 95> population: 16, bsize: 64, queue: 61, observed: 5853, best-error: 77.2131385414481 worst-error: 77.31430806028497 SearchModels iteration 96> population: 16, bsize: 64, queue: 61, observed: 5914, best-error: 77.2131385414481 worst-error: 77.28096709851063 SearchModels iteration 97> population: 16, bsize: 64, queue: 58, observed: 5972, best-error: 77.2131385414481 worst-error: 77.25165641846871 SearchModels iteration 98> population: 16, bsize: 64, queue: 60, observed: 6032, best-error: 77.16507255301367 worst-error: 77.23168037331902 SearchModels iteration 99> population: 16, bsize: 64, queue: 62, observed: 6094, best-error: 77.07535746962964 worst-error: 77.21236735819214 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.8196859467735654, 0.0217761488086754, 0.572594262318638, 0.07450885312479061, 0.7856390381200113] 1 => ([-0.2720611285474783, 0.5568666421376138, -0.038850362507672244, 0.06689938483389607, 0.7940575277304143] => 77.07535746962964) 2 => ([-0.2729010109292298, 0.5611749828909205, -0.03903578170843419, 0.06704314015495952, 0.7940575277303896] => 77.11930523327281) 3 => ([-0.27296988632049335, 0.561170189896375, -0.03907564998222893, 0.06703586851936645, 0.7940575277303926] => 77.123523254855) 4 => ([-0.2732505911418797, 0.5619037971083227, -0.03903578170843419, 0.0669566345060901, 0.7940575277303896] => 77.12729374540542) 5 => ([-0.27208833738121646, 0.5624915577147614, -0.03924279041179015, 0.06689938483389607, 0.7940575277304143] => 77.1404931092659) 6 => ([-0.2734042587289881, 0.5675002104738328, -0.0388722735457762, 0.06677949000142369, 0.7940575277304607] => 77.14989351920973) 7 => ([-0.2744400537362811, 0.5613276753257739, -0.03922120090919613, 0.06701388417828413, 0.7940575277303649] => 77.15110146136773) 8 => ([-0.2726384455990111, 0.5637142907201138, -0.03925000020892218, 0.06696279958111753, 0.7940575277304279] => 77.15151106649475) 9 => ([-0.2743995988756676, 0.5650702733324493, -0.03898227515757022, 0.0668335875312402, 0.7940575277304465] => 77.15368405909648) 10 => ([-0.2702185867576683, 0.5571993647718376, -0.039756651011900054, 0.06744531957577761, 0.7940575277303278] => 77.15773626349161) 11 => ([-0.2709843998876452, 0.5665572781732751, -0.03918014109369457, 0.06726200999608377, 0.7940575277303605] => 77.1603274808312) 12 => ([-0.2702185867576683, 0.5627713584195561, -0.03935908450178105, 0.06744531957577761, 0.7940575277303278] => 77.16201391022419) 13 => ([-0.2717502130176222, 0.5703431979269941, -0.039001197685608086, 0.06707870041638993, 0.7940575277303934] => 77.16394677145922) 14 => ([-0.2748092207550286, 0.5624915577147614, -0.03924279041179015, 0.06689938483389607, 0.7940575277304143] => 77.16507255301367) 15 => ([-0.27193286406895717, 0.5664173778208778, -0.03931896979458603, 0.06698904262514299, 0.7940575277304038] => 77.1672850023081) Test Summary: | Total Time SearchModels.jl | 0 5.6s ===== 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: 1142, best-error: 0.0 worst-error: 14.920000000000002 SearchModels iteration 2> population: 16, bsize: 32, queue: 164, observed: 1306, best-error: 0.0 worst-error: 3.273124999999992 SearchModels iteration 3> population: 16, bsize: 32, queue: 170, observed: 1476, best-error: 0.0 worst-error: 1.328125 SearchModels iteration 4> population: 16, bsize: 32, queue: 165, observed: 1641, best-error: 0.0 worst-error: 0.6500000000000001 SearchModels iteration 5> population: 16, bsize: 32, queue: 175, observed: 1816, best-error: 0.0 worst-error: 0.31249999999999956 SearchModels iteration 6> population: 16, bsize: 32, queue: 178, observed: 1994, best-error: 0.0 worst-error: 0.1472999572753941 SearchModels iteration 7> population: 16, bsize: 32, queue: 171, observed: 2165, best-error: 0.0 worst-error: 0.0828540039062498 SearchModels iteration 8> population: 16, bsize: 32, queue: 172, observed: 2337, best-error: 0.0 worst-error: 0.03294205665588379 SearchModels iteration 9> population: 16, bsize: 32, queue: 173, observed: 2510, best-error: 0.0 worst-error: 0.016101894974708153 SearchModels iteration 10> population: 16, bsize: 32, queue: 173, observed: 2683, best-error: 0.0 worst-error: 0.00786601853105804 SearchModels iteration 11> population: 16, bsize: 32, queue: 169, observed: 2852, best-error: 0.0 worst-error: 0.004922485351562469 SearchModels iteration 12> population: 16, bsize: 32, queue: 176, observed: 3028, best-error: 0.0 worst-error: 0.001553398350233705 SearchModels iteration 13> population: 16, bsize: 32, queue: 181, observed: 3209, best-error: 0.0 worst-error: 0.0005077831097879169 SearchModels iteration 14> population: 16, bsize: 32, queue: 166, observed: 3375, best-error: 0.0 worst-error: 0.00022135153210001997 SearchModels iteration 15> population: 16, bsize: 32, queue: 176, observed: 3551, best-error: 0.0 worst-error: 0.00010422296019947407 SearchModels iteration 16> population: 16, bsize: 32, queue: 174, observed: 3725, best-error: 0.0 worst-error: 5.427066018455257e-5 SearchModels iteration 17> population: 16, bsize: 32, queue: 175, observed: 3900, best-error: 0.0 worst-error: 2.1105260012499313e-5 SearchModels iteration 18> population: 16, bsize: 32, queue: 178, observed: 4078, best-error: 0.0 worst-error: 9.772609776839076e-6 SearchModels iteration 19> population: 16, bsize: 32, queue: 169, observed: 4247, best-error: 0.0 worst-error: 3.832500806312673e-6 SearchModels iteration 20> population: 16, bsize: 32, queue: 172, observed: 4419, best-error: 0.0 worst-error: 1.1902338883373886e-6 SearchModels iteration 21> population: 16, bsize: 32, queue: 183, observed: 4602, best-error: 0.0 worst-error: 5.9265491000394e-7 SearchModels iteration 22> population: 16, bsize: 32, queue: 177, observed: 4779, best-error: 0.0 worst-error: 2.0139204624982855e-7 SearchModels iteration 23> population: 16, bsize: 32, queue: 178, observed: 4957, best-error: 0.0 worst-error: 7.298432720154627e-8 SearchModels> stop by convergence error=(1.0001611709594727, 1.0003266334533691) => 2.7795576977351712e-8, iter=24 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.0000561714172362, 1.0001132488250732) => 3.2367392853447657e-9) 3 => ((1.0000732421875, 1.000150203704834) => 6.7437719408229605e-9) 4 => ((1.0000805854797363, 1.0001633167266846) => 6.9516685234933275e-9) 5 => ((1.00009765625, 1.0002002716064453) => 1.1986567187854781e-8) 6 => ((1.0001049995422364, 1.000213384628296) => 1.2163641663451417e-8) 7 => ((1.000107479095459, 1.0002175569534302) => 1.2221121910423185e-8) 8 => ((1.0001123428344727, 1.0002264976501465) => 1.2944682202160171e-8) 9 => ((1.0001220703125, 1.0002503395080566) => 1.8725324402169008e-8) 10 => ((1.0001367568969726, 1.0002765655517578) => 1.9622391353525573e-8) 11 => ((1.0001404762268065, 1.0002849102020264) => 2.1284366388234605e-8) 12 => ((1.0001392364501953, 1.0002843141555786) => 2.277620422843223e-8) 13 => ((1.0001465797424318, 1.0002974271774292) => 2.3288648233120978e-8) 14 => ((1.000146484375, 1.000300407409668) => 2.695916066367938e-8) 15 => ((1.0001538276672364, 1.0003135204315186) => 2.707518643560458e-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: 172, observed: 1137, best-error: 1.700000000000007 worst-error: 21.92000000000001 SearchModels iteration 2> population: 16, bsize: 32, queue: 168, observed: 1305, best-error: 0.3999999999999993 worst-error: 4.000000000000002 SearchModels iteration 3> population: 16, bsize: 32, queue: 169, observed: 1474, best-error: 0.3999999999999993 worst-error: 1.1931640625 SearchModels iteration 4> population: 16, bsize: 32, queue: 159, observed: 1633, best-error: 0.07812499999999989 worst-error: 0.7181640624999999 SearchModels iteration 5> population: 16, bsize: 32, queue: 173, observed: 1806, best-error: 0.07812499999999989 worst-error: 0.42312499999999986 SearchModels iteration 6> population: 16, bsize: 32, queue: 167, observed: 1973, best-error: 0.07812499999999989 worst-error: 0.22696304321289087 SearchModels iteration 7> population: 16, bsize: 32, queue: 176, observed: 2149, best-error: 0.07812499999999989 worst-error: 0.11470200538635252 SearchModels iteration 8> population: 16, bsize: 32, queue: 178, observed: 2327, best-error: 0.07308587133884428 worst-error: 0.09312237799167636 SearchModels iteration 9> population: 16, bsize: 32, queue: 172, observed: 2499, best-error: 0.07171752516180277 worst-error: 0.08148574829101562 SearchModels iteration 10> population: 16, bsize: 32, queue: 175, observed: 2674, best-error: 0.07171752516180277 worst-error: 0.07665521446615457 SearchModels iteration 11> population: 16, bsize: 32, queue: 174, observed: 2848, best-error: 0.07125255711609496 worst-error: 0.07332520807176475 SearchModels iteration 12> population: 16, bsize: 32, queue: 168, observed: 3016, best-error: 0.06965822685742751 worst-error: 0.07171752516180277 SearchModels iteration 13> population: 16, bsize: 32, queue: 161, observed: 3177, best-error: 0.06965822685742751 worst-error: 0.07076862551504745 SearchModels iteration 14> population: 16, bsize: 32, queue: 155, observed: 3332, best-error: 0.06962009440962902 worst-error: 0.07005229684604847 SearchModels iteration 15> population: 16, bsize: 32, queue: 131, observed: 3463, best-error: 0.06962009440962902 worst-error: 0.06983250913690428 SearchModels iteration 16> population: 16, bsize: 32, queue: 133, observed: 3596, best-error: 0.06962009440962902 worst-error: 0.06970242348028814 SearchModels iteration 17> population: 16, bsize: 32, queue: 106, observed: 3702, best-error: 0.06962009440962902 worst-error: 0.06965175685749264 SearchModels iteration 18> population: 16, bsize: 32, queue: 104, observed: 3806, best-error: 0.06962009440962902 worst-error: 0.06963303993927301 SearchModels iteration 19> population: 16, bsize: 32, queue: 92, observed: 3898, best-error: 0.06961986624461591 worst-error: 0.06962357996921277 SearchModels iteration 20> population: 16, bsize: 32, queue: 111, observed: 4009, best-error: 0.06961916407669543 worst-error: 0.06962119385833941 SearchModels iteration 21> population: 16, bsize: 32, queue: 104, observed: 4113, best-error: 0.06961916407669543 worst-error: 0.06961984745174606 SearchModels iteration 22> population: 16, bsize: 32, queue: 107, observed: 4220, best-error: 0.0696191624454369 worst-error: 0.06961924444696901 SearchModels> stop by convergence error=(0.7367469787597656, 0.541015625) => 0.06961916612904762, iter=23 (of 300) 1 => ((0.7367511749267579, 0.541015625) => 0.06961916242679415) 2 => ((0.7367507934570312, 0.541015625) => 0.0696191624454369) 3 => ((0.7367515563964844, 0.541015625) => 0.06961916247173693) 4 => ((0.736751937866211, 0.541015625) => 0.06961916258026533) 5 => ((0.7367496490478516, 0.541015625) => 0.06961916288287745) 6 => ((0.736749267578125, 0.541015625) => 0.0696191631558614) 7 => ((0.7367530822753906, 0.541015625) => 0.0696191632873654) 8 => ((0.7367488861083984, 0.541015625) => 0.0696191634924304) 9 => ((0.7367485046386719, 0.541015625) => 0.06961916389258432) 10 => ((0.7367538452148438, 0.541015625) => 0.06961916407669543) 11 => ((0.7367542266845704, 0.541015625) => 0.06961916456673975) 12 => ((0.7367477416992188, 0.541015625) => 0.06961916488364665) 13 => ((0.7367546081542968, 0.541015625) => 0.06961916512037035) 14 => ((0.7367473602294923, 0.541015625) => 0.06961916547455484) 15 => ((0.7367549896240234, 0.541015625) => 0.06961916573758742) Test Summary: | Total Time SearchModels.jl | 0 2.3s Testing SearchModels tests passed Testing completed after 16.34s PkgEval succeeded after 59.79s