Package evaluation of SearchModels on Julia 1.13.0-DEV.1222 (39e1473f3b*) started at 2025-09-30T14:16:32.160 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.23s ################################################################################ # 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 v4.18.0 [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 v1.2.2 [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 To see why use `status --outdated -m` Installation completed after 1.05s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 19.83s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_vrQ95u/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_vrQ95u/Manifest.toml` [34da2185] Compat v4.18.0 [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 v1.2.2 [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: 58, observed: 358, best-error: 9724.151676042426 worst-error: 1.1950057362558853e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 56, observed: 414, best-error: 8436.504673256719 worst-error: 112745.29635319235 SearchModels iteration 3> population: 16, bsize: 64, queue: 59, observed: 473, best-error: 998.7477754154803 worst-error: 19449.19616496704 SearchModels iteration 4> population: 16, bsize: 64, queue: 58, observed: 531, best-error: 750.2417487720772 worst-error: 2133.5530264533936 SearchModels iteration 5> population: 16, bsize: 64, queue: 58, observed: 589, best-error: 288.654236654314 worst-error: 817.7956905520226 SearchModels iteration 6> population: 16, bsize: 64, queue: 61, observed: 650, best-error: 288.654236654314 worst-error: 477.95515631186083 SearchModels iteration 7> population: 16, bsize: 64, queue: 61, observed: 711, best-error: 249.22241265236022 worst-error: 313.4912255346527 SearchModels iteration 8> population: 16, bsize: 64, queue: 59, observed: 770, best-error: 240.03819971904437 worst-error: 268.99264147464237 SearchModels iteration 9> population: 16, bsize: 64, queue: 60, observed: 830, best-error: 240.03819971904437 worst-error: 251.68059274026785 SearchModels iteration 10> population: 16, bsize: 64, queue: 59, observed: 889, best-error: 240.03819971904437 worst-error: 245.80473257689985 SearchModels iteration 11> population: 16, bsize: 64, queue: 56, observed: 945, best-error: 238.48307457295095 worst-error: 242.72012238674185 SearchModels iteration 12> population: 16, bsize: 64, queue: 62, observed: 1007, best-error: 237.46877509911917 worst-error: 241.0039374860981 SearchModels iteration 13> population: 16, bsize: 64, queue: 60, observed: 1067, best-error: 237.46877509911917 worst-error: 239.04390631571638 SearchModels iteration 14> population: 16, bsize: 64, queue: 60, observed: 1127, best-error: 237.46877509911917 worst-error: 238.3853495649116 SearchModels iteration 15> population: 16, bsize: 64, queue: 59, observed: 1186, best-error: 237.35762744815756 worst-error: 237.92724852872047 SearchModels iteration 16> population: 16, bsize: 64, queue: 59, observed: 1245, best-error: 236.9420092336188 worst-error: 237.621592042649 SearchModels iteration 17> population: 16, bsize: 64, queue: 54, observed: 1299, best-error: 236.9420092336188 worst-error: 237.48093723691824 SearchModels iteration 18> population: 16, bsize: 64, queue: 56, observed: 1355, best-error: 236.68923733177922 worst-error: 237.23806953219156 SearchModels iteration 19> population: 16, bsize: 64, queue: 57, observed: 1412, best-error: 236.6598910048539 worst-error: 237.08689988022726 SearchModels iteration 20> population: 16, bsize: 64, queue: 59, observed: 1471, best-error: 236.58607342219986 worst-error: 236.96381802147144 SearchModels iteration 21> population: 16, bsize: 64, queue: 59, observed: 1530, best-error: 236.53542480244528 worst-error: 236.816415764339 SearchModels iteration 22> population: 16, bsize: 64, queue: 55, observed: 1585, best-error: 236.3322954789313 worst-error: 236.69539067492187 SearchModels iteration 23> population: 16, bsize: 64, queue: 58, observed: 1643, best-error: 236.27920851356615 worst-error: 236.53542480244528 SearchModels iteration 24> population: 16, bsize: 64, queue: 59, observed: 1702, best-error: 236.27920851356615 worst-error: 236.40936119359338 SearchModels iteration 25> population: 16, bsize: 64, queue: 55, observed: 1757, best-error: 235.71314318165 worst-error: 236.3442577655919 SearchModels iteration 26> population: 16, bsize: 64, queue: 58, observed: 1815, best-error: 235.71314318165 worst-error: 236.2597784413149 SearchModels iteration 27> population: 16, bsize: 64, queue: 57, observed: 1872, best-error: 235.71314318165 worst-error: 236.10400935370134 SearchModels iteration 28> population: 16, bsize: 64, queue: 58, observed: 1930, best-error: 235.71314318165 worst-error: 235.94729706986087 SearchModels iteration 29> population: 16, bsize: 64, queue: 56, observed: 1986, best-error: 235.71314318165 worst-error: 235.869979523899 SearchModels iteration 30> population: 16, bsize: 64, queue: 58, observed: 2044, best-error: 235.71314318165 worst-error: 235.83332264360203 SearchModels iteration 31> population: 16, bsize: 64, queue: 60, observed: 2104, best-error: 235.55660309497244 worst-error: 235.78432776096582 SearchModels iteration 32> population: 16, bsize: 64, queue: 57, observed: 2161, best-error: 235.51941528287952 worst-error: 235.74067593096322 SearchModels iteration 33> population: 16, bsize: 64, queue: 58, observed: 2219, best-error: 235.3836648624246 worst-error: 235.67185247916566 SearchModels iteration 34> population: 16, bsize: 64, queue: 59, observed: 2278, best-error: 235.37980349076688 worst-error: 235.53578023315202 SearchModels iteration 35> population: 16, bsize: 64, queue: 59, observed: 2337, best-error: 235.31164461696784 worst-error: 235.4744868325226 SearchModels iteration 36> population: 16, bsize: 64, queue: 60, observed: 2397, best-error: 235.08981901365885 worst-error: 235.35641192952016 SearchModels iteration 37> population: 16, bsize: 64, queue: 59, observed: 2456, best-error: 235.07951753614168 worst-error: 235.25041903129804 SearchModels iteration 38> population: 16, bsize: 64, queue: 58, observed: 2514, best-error: 234.86747269115344 worst-error: 235.14910028964616 SearchModels iteration 39> population: 16, bsize: 64, queue: 58, observed: 2572, best-error: 234.86747269115344 worst-error: 235.1022316196791 SearchModels iteration 40> population: 16, bsize: 64, queue: 58, observed: 2630, best-error: 234.77159786029696 worst-error: 234.99069186755474 SearchModels iteration 41> population: 16, bsize: 64, queue: 60, observed: 2690, best-error: 234.77159786029696 worst-error: 234.92383755908892 SearchModels iteration 42> population: 16, bsize: 64, queue: 58, observed: 2748, best-error: 234.6425823088316 worst-error: 234.85259922986586 SearchModels iteration 43> population: 16, bsize: 64, queue: 57, observed: 2805, best-error: 234.5580446649954 worst-error: 234.8082432897454 SearchModels iteration 44> population: 16, bsize: 64, queue: 58, observed: 2863, best-error: 234.4653735329695 worst-error: 234.69419693405507 SearchModels iteration 45> population: 16, bsize: 64, queue: 60, observed: 2923, best-error: 234.4653735329695 worst-error: 234.62745458577382 SearchModels iteration 46> population: 16, bsize: 64, queue: 58, observed: 2981, best-error: 234.05492011831967 worst-error: 234.56334191852673 SearchModels iteration 47> population: 16, bsize: 64, queue: 63, observed: 3044, best-error: 234.05492011831967 worst-error: 234.47261277686036 SearchModels iteration 48> population: 16, bsize: 64, queue: 57, observed: 3101, best-error: 234.05492011831967 worst-error: 234.30035108534517 SearchModels iteration 49> population: 16, bsize: 64, queue: 59, observed: 3160, best-error: 233.96384032865154 worst-error: 234.251250681254 SearchModels iteration 50> population: 16, bsize: 64, queue: 59, observed: 3219, best-error: 233.77085075640667 worst-error: 234.110925157411 SearchModels iteration 51> population: 16, bsize: 64, queue: 61, observed: 3280, best-error: 233.77085075640667 worst-error: 233.96384032865154 SearchModels iteration 52> population: 16, bsize: 64, queue: 57, observed: 3337, best-error: 233.6707957579713 worst-error: 233.85168462047054 SearchModels iteration 53> population: 16, bsize: 64, queue: 55, observed: 3392, best-error: 233.6707957579713 worst-error: 233.79529701977899 SearchModels iteration 54> population: 16, bsize: 64, queue: 60, observed: 3452, best-error: 233.47889814552622 worst-error: 233.76052406268622 SearchModels iteration 55> population: 16, bsize: 64, queue: 60, observed: 3512, best-error: 231.65587949099194 worst-error: 233.47710823267198 SearchModels iteration 56> population: 16, bsize: 64, queue: 58, observed: 3570, best-error: 231.65587949099194 worst-error: 231.69798626159582 SearchModels iteration 57> population: 16, bsize: 64, queue: 56, observed: 3626, best-error: 231.49354510948802 worst-error: 231.67884164699115 SearchModels iteration 58> population: 16, bsize: 64, queue: 55, observed: 3681, best-error: 231.46316823618918 worst-error: 231.66117261528024 SearchModels iteration 59> population: 16, bsize: 64, queue: 61, observed: 3742, best-error: 231.36502992518933 worst-error: 231.5810306871924 SearchModels iteration 60> population: 16, bsize: 64, queue: 56, observed: 3798, best-error: 231.36502992518933 worst-error: 231.5096838667215 SearchModels iteration 61> population: 16, bsize: 64, queue: 57, observed: 3855, best-error: 231.17490172442197 worst-error: 231.44758356002683 SearchModels iteration 62> population: 16, bsize: 64, queue: 59, observed: 3914, best-error: 231.17490172442197 worst-error: 231.39481091266066 SearchModels iteration 63> population: 16, bsize: 64, queue: 59, observed: 3973, best-error: 230.95920342357783 worst-error: 231.30660824999634 SearchModels iteration 64> population: 16, bsize: 64, queue: 60, observed: 4033, best-error: 230.95920342357783 worst-error: 231.22143652891342 SearchModels iteration 65> population: 16, bsize: 64, queue: 56, observed: 4089, best-error: 230.93845837009928 worst-error: 231.11295805065458 SearchModels iteration 66> population: 16, bsize: 64, queue: 61, observed: 4150, best-error: 230.9256810207268 worst-error: 231.0280857341719 SearchModels iteration 67> population: 16, bsize: 64, queue: 58, observed: 4208, best-error: 230.8679851902308 worst-error: 230.97353441919574 SearchModels iteration 68> population: 16, bsize: 64, queue: 57, observed: 4265, best-error: 230.77737347666246 worst-error: 230.94692465881147 SearchModels iteration 69> population: 16, bsize: 64, queue: 58, observed: 4323, best-error: 230.73686543226046 worst-error: 230.89732806028832 SearchModels iteration 70> population: 16, bsize: 64, queue: 59, observed: 4382, best-error: 230.57979025764226 worst-error: 230.82585465894857 SearchModels iteration 71> population: 16, bsize: 64, queue: 55, observed: 4437, best-error: 230.57979025764226 worst-error: 230.7482998877659 SearchModels iteration 72> population: 16, bsize: 64, queue: 56, observed: 4493, best-error: 230.54366290191885 worst-error: 230.69202758079248 SearchModels iteration 73> population: 16, bsize: 64, queue: 59, observed: 4552, best-error: 230.41193418620412 worst-error: 230.64861364602112 SearchModels iteration 74> population: 16, bsize: 64, queue: 58, observed: 4610, best-error: 230.24680356712477 worst-error: 230.59300476512718 SearchModels iteration 75> population: 16, bsize: 64, queue: 58, observed: 4668, best-error: 230.23076760204748 worst-error: 230.4815939453382 SearchModels iteration 76> population: 16, bsize: 64, queue: 54, observed: 4722, best-error: 230.23076760204748 worst-error: 230.38490408695404 SearchModels iteration 77> population: 16, bsize: 64, queue: 59, observed: 4781, best-error: 230.13955070070506 worst-error: 230.30392879351032 SearchModels iteration 78> population: 16, bsize: 64, queue: 58, observed: 4839, best-error: 230.12922207789936 worst-error: 230.23076760204748 SearchModels iteration 79> population: 16, bsize: 64, queue: 56, observed: 4895, best-error: 230.12570058503505 worst-error: 230.1782098871033 SearchModels iteration 80> population: 16, bsize: 64, queue: 57, observed: 4952, best-error: 230.03469897444793 worst-error: 230.1422664221728 SearchModels iteration 81> population: 16, bsize: 64, queue: 53, observed: 5005, best-error: 230.03231076397336 worst-error: 230.1198484301009 SearchModels iteration 82> population: 16, bsize: 64, queue: 58, observed: 5063, best-error: 230.03231076397336 worst-error: 230.08507754950313 SearchModels iteration 83> population: 16, bsize: 64, queue: 60, observed: 5123, best-error: 229.94495614959666 worst-error: 230.06375475115456 SearchModels iteration 84> population: 16, bsize: 64, queue: 59, observed: 5182, best-error: 229.8077510880173 worst-error: 230.02434094844855 SearchModels iteration 85> population: 16, bsize: 64, queue: 59, observed: 5241, best-error: 229.8077510880173 worst-error: 229.96076699656354 SearchModels iteration 86> population: 16, bsize: 64, queue: 57, observed: 5298, best-error: 229.7821940262894 worst-error: 229.90828107454445 SearchModels iteration 87> population: 16, bsize: 64, queue: 58, observed: 5356, best-error: 229.68189647423222 worst-error: 229.84273503395895 SearchModels iteration 88> population: 16, bsize: 64, queue: 57, observed: 5413, best-error: 229.60502807522798 worst-error: 229.7697326905538 SearchModels iteration 89> population: 16, bsize: 64, queue: 56, observed: 5469, best-error: 229.55645923038705 worst-error: 229.700969260368 SearchModels iteration 90> population: 16, bsize: 64, queue: 58, observed: 5527, best-error: 229.54626859129067 worst-error: 229.65214244467683 SearchModels iteration 91> population: 16, bsize: 64, queue: 58, observed: 5585, best-error: 229.4732829802711 worst-error: 229.59892936995016 SearchModels iteration 92> population: 16, bsize: 64, queue: 60, observed: 5645, best-error: 229.42710844968167 worst-error: 229.56623372891386 SearchModels iteration 93> population: 16, bsize: 64, queue: 62, observed: 5707, best-error: 229.42710844968167 worst-error: 229.52537801278183 SearchModels iteration 94> population: 16, bsize: 64, queue: 59, observed: 5766, best-error: 229.37344616070848 worst-error: 229.47041828727237 SearchModels iteration 95> population: 16, bsize: 64, queue: 61, observed: 5827, best-error: 229.32850916841733 worst-error: 229.43603702285046 SearchModels iteration 96> population: 16, bsize: 64, queue: 58, observed: 5885, best-error: 229.19016044360325 worst-error: 229.3755804903726 SearchModels iteration 97> population: 16, bsize: 64, queue: 58, observed: 5943, best-error: 229.19016044360325 worst-error: 229.33731999493875 SearchModels iteration 98> population: 16, bsize: 64, queue: 57, observed: 6000, best-error: 229.11415605188319 worst-error: 229.25393504998783 SearchModels iteration 99> population: 16, bsize: 64, queue: 56, observed: 6056, best-error: 228.99459397162533 worst-error: 229.22045576482725 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.4143519361063903, 0.8686398453223965, 0.7678785794055394, 0.3938972576055014, 0.6194331999241673] 1 => ([1.0423685596975993, 0.44813242229491723, -0.3802330767835107, 0.4001144661602227, 0.6352350666665556] => 228.99459397162533) 2 => ([1.0343144180163288, 0.44896399476702087, -0.3822337333899052, 0.4001144661602227, 0.6352350666665556] => 229.07700186291075) 3 => ([1.033994689021347, 0.4494277287440136, -0.3820395929424698, 0.4001144661602227, 0.6352350666665556] => 229.0795181804182) 4 => ([1.0340042117615482, 0.4487488270122727, -0.3819373898678477, 0.4001144661602227, 0.6352350666665556] => 229.0814779304501) 5 => ([1.0320878137119114, 0.4523253420792676, -0.38257479575080433, 0.4001144661602227, 0.6352350666665556] => 229.0940189019663) 6 => ([1.032025138403486, 0.4519982790728891, -0.384916514718098, 0.4001144661602227, 0.6352350666665556] => 229.11010312022358) 7 => ([1.0358770265285453, 0.4507230351931099, -0.3876845701924431, 0.4001144661602227, 0.6352350666665556] => 229.11296621067777) 8 => ([1.0319448741006232, 0.44813242229491723, -0.3840738149328391, 0.4001144661602227, 0.6352350666665556] => 229.11415605188319) 9 => ([1.03039989177485, 0.45339497809717044, -0.3805201392843896, 0.4001144661602227, 0.6352350666665556] => 229.11655340055304) 10 => ([1.02722913184923, 0.45056369147339936, -0.3842807923396768, 0.4001144661602227, 0.6352350666665556] => 229.16482407344526) 11 => ([1.0281979873634015, 0.4466700810195967, -0.384327194683054, 0.4001144661602227, 0.6352350666665556] => 229.16506696303972) 12 => ([1.0268759709134234, 0.4523253420792676, -0.3844951648254685, 0.4001144661602227, 0.6352350666665556] => 229.16618232941744) 13 => ([1.0288549094490769, 0.4586575338994236, -0.3769664636359401, 0.4001144661602227, 0.6352350666665556] => 229.17160899853033) 14 => ([1.0259559614283713, 0.45056181706917064, -0.3829308429770979, 0.4001144661602227, 0.6352350666665556] => 229.17182794010986) 15 => ([1.0256516465216847, 0.45132806689921684, -0.38162729595789613, 0.4001144661602227, 0.6352350666665556] => 229.17248771260802) Test Summary: | Total Time SearchModels.jl | 0 5.4s ===== 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: 163, observed: 1128, best-error: 0.4999999999999999 worst-error: 16.90000000000001 SearchModels iteration 2> population: 16, bsize: 32, queue: 160, observed: 1288, best-error: 0.0999999999999996 worst-error: 1.248125 SearchModels iteration 3> population: 16, bsize: 32, queue: 176, observed: 1464, best-error: 0.02441406250000025 worst-error: 0.5199999999999979 SearchModels iteration 4> population: 16, bsize: 32, queue: 163, observed: 1627, best-error: 0.02441406250000025 worst-error: 0.253124999999998 SearchModels iteration 5> population: 16, bsize: 32, queue: 164, observed: 1791, best-error: 0.02441406250000025 worst-error: 0.10055923461914062 SearchModels iteration 6> population: 16, bsize: 32, queue: 178, observed: 1969, best-error: 0.02441406250000025 worst-error: 0.05939576148986823 SearchModels iteration 7> population: 16, bsize: 32, queue: 178, observed: 2147, best-error: 0.02441406250000025 worst-error: 0.04472915649414125 SearchModels iteration 8> population: 16, bsize: 32, queue: 174, observed: 2321, best-error: 0.02441406250000025 worst-error: 0.035831984318792816 SearchModels iteration 9> population: 16, bsize: 32, queue: 184, observed: 2505, best-error: 0.022272653579711844 worst-error: 0.03091136459261179 SearchModels iteration 10> population: 16, bsize: 32, queue: 175, observed: 2680, best-error: 0.022272653579711844 worst-error: 0.027089223647635715 SearchModels iteration 11> population: 16, bsize: 32, queue: 180, observed: 2860, best-error: 0.021354693807661532 worst-error: 0.023868006246630102 SearchModels iteration 12> population: 16, bsize: 32, queue: 171, observed: 3031, best-error: 0.021295096317771822 worst-error: 0.022510470827965715 SearchModels iteration 13> population: 16, bsize: 32, queue: 173, observed: 3204, best-error: 0.020631905237678407 worst-error: 0.021776570377551194 SearchModels iteration 14> population: 16, bsize: 32, queue: 168, observed: 3372, best-error: 0.020338069240096956 worst-error: 0.021006412843707988 SearchModels iteration 15> population: 16, bsize: 32, queue: 171, observed: 3543, best-error: 0.020338069240096956 worst-error: 0.020737384880531524 SearchModels iteration 16> population: 16, bsize: 32, queue: 171, observed: 3714, best-error: 0.020324116165284043 worst-error: 0.020523920628193068 SearchModels iteration 17> population: 16, bsize: 32, queue: 153, observed: 3867, best-error: 0.020251331925392163 worst-error: 0.02039581638885354 SearchModels iteration 18> population: 16, bsize: 32, queue: 155, observed: 4022, best-error: 0.020251331925392163 worst-error: 0.020324116165284043 SearchModels iteration 19> population: 16, bsize: 32, queue: 152, observed: 4174, best-error: 0.020251192650144956 worst-error: 0.020284215071806663 SearchModels iteration 20> population: 16, bsize: 32, queue: 126, observed: 4300, best-error: 0.020251192650144956 worst-error: 0.020259940858787233 SearchModels iteration 21> population: 16, bsize: 32, queue: 103, observed: 4403, best-error: 0.02025118619396629 worst-error: 0.020252077829163717 SearchModels iteration 22> population: 16, bsize: 32, queue: 83, observed: 4486, best-error: 0.020251180583653303 worst-error: 0.020251222168367996 SearchModels> stop by convergence error=(1.1421730041503906, 1.30517578125) => 0.020251183878634334, iter=23 (of 300) 1 => ((1.1421703338623046, 1.30517578125) => 0.02025118056692787) 2 => ((1.1421707153320313, 1.30517578125) => 0.020251180583653303) 3 => ((1.1421699523925781, 1.30517578125) => 0.020251180702327194) 4 => ((1.1421710968017578, 1.30517578125) => 0.02025118075250363) 5 => ((1.1421695709228517, 1.30517578125) => 0.020251180989851115) 6 => ((1.142169189453125, 1.30517578125) => 0.020251181429499502) 7 => ((1.1421691894531252, 1.30517578125) => 0.02025118142949951) 8 => ((1.142171859741211, 1.30517578125) => 0.020251181546579664) 9 => ((1.1421688079833985, 1.30517578125) => 0.02025118202127219) 10 => ((1.1421722412109374, 1.30517578125) => 0.020251182171805635) 11 => ((1.142168426513672, 1.30517578125) => 0.020251182765169018) 12 => ((1.1421684265136718, 1.30517578125) => 0.02025118276516904) 13 => ((1.1421726226806639, 1.30517578125) => 0.02025118294915715) 14 => ((1.142172622680664, 1.30517578125) => 0.02025118294915716) 15 => ((1.1421730041503908, 1.30517578125) => 0.020251183878634314) ===== 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: 159, observed: 1133, best-error: 0.49999999999999994 worst-error: 17.000000000000004 SearchModels iteration 2> population: 16, bsize: 32, queue: 161, observed: 1294, best-error: 0.0499999999999992 worst-error: 5.800000000000005 SearchModels iteration 3> population: 16, bsize: 32, queue: 158, observed: 1452, best-error: 0.043164062499999684 worst-error: 1.0731250000000006 SearchModels iteration 4> population: 16, bsize: 32, queue: 165, observed: 1617, best-error: 0.023010253906250062 worst-error: 0.21410400390624995 SearchModels iteration 5> population: 16, bsize: 32, queue: 179, observed: 1796, best-error: 0.016855621337890595 worst-error: 0.09097900390624983 SearchModels iteration 6> population: 16, bsize: 32, queue: 174, observed: 1970, best-error: 0.010769195556640505 worst-error: 0.040625000000000064 SearchModels iteration 7> population: 16, bsize: 32, queue: 173, observed: 2143, best-error: 0.010769195556640505 worst-error: 0.022096872329712025 SearchModels iteration 8> population: 16, bsize: 32, queue: 171, observed: 2314, best-error: 0.01040329039096832 worst-error: 0.01609100643545363 SearchModels iteration 9> population: 16, bsize: 32, queue: 173, observed: 2487, best-error: 0.007076808251440509 worst-error: 0.011017809510231145 SearchModels iteration 10> population: 16, bsize: 32, queue: 173, observed: 2660, best-error: 0.007076808251440509 worst-error: 0.008939877152442863 SearchModels iteration 11> population: 16, bsize: 32, queue: 170, observed: 2830, best-error: 0.0067771160975098645 worst-error: 0.007937580980360622 SearchModels iteration 12> population: 16, bsize: 32, queue: 163, observed: 2993, best-error: 0.0067299092188477525 worst-error: 0.007256441749632363 SearchModels iteration 13> population: 16, bsize: 32, queue: 149, observed: 3142, best-error: 0.0067291343584656715 worst-error: 0.006879654526710479 SearchModels iteration 14> population: 16, bsize: 32, queue: 131, observed: 3273, best-error: 0.0067291343584656715 worst-error: 0.00676273423960084 SearchModels iteration 15> population: 16, bsize: 32, queue: 103, observed: 3376, best-error: 0.0067291343584656715 worst-error: 0.006734364666044712 SearchModels iteration 16> population: 16, bsize: 32, queue: 93, observed: 3469, best-error: 0.006729126907885075 worst-error: 0.0067295366898179046 SearchModels iteration 17> population: 16, bsize: 32, queue: 86, observed: 3555, best-error: 0.006729126907885075 worst-error: 0.006729201413691044 SearchModels> stop by convergence error=(0.91796875, 0.8426513671875) => 0.006729149259626865, iter=18 (of 300) 1 => ((0.91796875, 0.8426666259765625) => 0.0067291259765625) 2 => ((0.91796875, 0.8426635742187499) => 0.006729126907885075) 3 => ((0.91796875, 0.84266357421875) => 0.006729126907885075) 4 => ((0.91796875, 0.842669677734375) => 0.006729126907885075) 5 => ((0.91796875, 0.8426696777343751) => 0.006729126907885075) 6 => ((0.91796875, 0.8426727294921875) => 0.0067291297018527985) 7 => ((0.91796875, 0.8426605224609375) => 0.0067291297018527985) 8 => ((0.91796875, 0.8426727294921874) => 0.0067291297018527985) 9 => ((0.91796875, 0.8426757812500001) => 0.0067291343584656715) 10 => ((0.91796875, 0.84267578125) => 0.0067291343584656715) 11 => ((0.91796875, 0.8426574707031249) => 0.0067291343584656715) 12 => ((0.91796875, 0.842657470703125) => 0.0067291343584656715) 13 => ((0.91796875, 0.8426544189453125) => 0.006729140877723694) 14 => ((0.91796875, 0.8426788330078125) => 0.006729140877723694) 15 => ((0.91796875, 0.842681884765625) => 0.006729149259626865) Test Summary: | Total Time SearchModels.jl | 0 2.3s Testing SearchModels tests passed Testing completed after 15.95s PkgEval succeeded after 56.21s