Package evaluation of SearchModels on Julia 1.13.0-DEV.1265 (cd62cf9a08*) started at 2025-10-05T14:29:05.674 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.86s ################################################################################ # 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 To see why use `status --outdated -m` Installation completed after 1.16s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 21.05s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_DqaIHL/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_DqaIHL/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: 50, observed: 350, best-error: 75662.84986966867 worst-error: 150819.05374829995 SearchModels iteration 2> population: 16, bsize: 64, queue: 47, observed: 397, best-error: 3511.236136596388 worst-error: 131585.6187498045 SearchModels iteration 3> population: 16, bsize: 64, queue: 58, observed: 455, best-error: 1860.710363104219 worst-error: 98282.68023499554 SearchModels iteration 4> population: 16, bsize: 64, queue: 58, observed: 513, best-error: 1813.1823932408524 worst-error: 9016.54520631285 SearchModels iteration 5> population: 16, bsize: 64, queue: 58, observed: 571, best-error: 58.17263854976896 worst-error: 1759.1470828588165 SearchModels iteration 6> population: 16, bsize: 64, queue: 60, observed: 631, best-error: 37.2582085435406 worst-error: 673.6485592338013 SearchModels iteration 7> population: 16, bsize: 64, queue: 53, observed: 684, best-error: 30.994723106181898 worst-error: 79.30884153224825 SearchModels iteration 8> population: 16, bsize: 64, queue: 58, observed: 742, best-error: 5.727382531876083 worst-error: 34.62680838847791 SearchModels iteration 9> population: 16, bsize: 64, queue: 60, observed: 802, best-error: 5.727382531876083 worst-error: 24.614326052246685 SearchModels iteration 10> population: 16, bsize: 64, queue: 57, observed: 859, best-error: 5.727382531876083 worst-error: 16.376038693017573 SearchModels iteration 11> population: 16, bsize: 64, queue: 58, observed: 917, best-error: 5.663114358477433 worst-error: 12.474944584919925 SearchModels iteration 12> population: 16, bsize: 64, queue: 58, observed: 975, best-error: 5.663114358477433 worst-error: 10.131572519766069 SearchModels iteration 13> population: 16, bsize: 64, queue: 56, observed: 1031, best-error: 5.306869309101778 worst-error: 8.313360562913996 SearchModels iteration 14> population: 16, bsize: 64, queue: 60, observed: 1091, best-error: 5.20290104657021 worst-error: 6.78990788065813 SearchModels iteration 15> population: 16, bsize: 64, queue: 59, observed: 1150, best-error: 5.080166069720539 worst-error: 5.695019080006403 SearchModels iteration 16> population: 16, bsize: 64, queue: 59, observed: 1209, best-error: 4.814831725099247 worst-error: 5.221534713328239 SearchModels iteration 17> population: 16, bsize: 64, queue: 59, observed: 1268, best-error: 4.6789347763374725 worst-error: 5.033497557740153 SearchModels iteration 18> population: 16, bsize: 64, queue: 61, observed: 1329, best-error: 4.569123549391285 worst-error: 4.841914135687934 SearchModels iteration 19> population: 16, bsize: 64, queue: 57, observed: 1386, best-error: 4.378427568201538 worst-error: 4.722795078884092 SearchModels iteration 20> population: 16, bsize: 64, queue: 58, observed: 1444, best-error: 4.378427568201538 worst-error: 4.638563009650014 SearchModels iteration 21> population: 16, bsize: 64, queue: 58, observed: 1502, best-error: 4.378427568201538 worst-error: 4.508188998762145 SearchModels iteration 22> population: 16, bsize: 64, queue: 60, observed: 1562, best-error: 4.349834558198281 worst-error: 4.462361765682076 SearchModels iteration 23> population: 16, bsize: 64, queue: 58, observed: 1620, best-error: 4.295864459775099 worst-error: 4.43183671345329 SearchModels iteration 24> population: 16, bsize: 64, queue: 53, observed: 1673, best-error: 4.295864459775099 worst-error: 4.392248818693551 SearchModels iteration 25> population: 16, bsize: 64, queue: 53, observed: 1726, best-error: 4.280712132534296 worst-error: 4.3550924930643715 SearchModels iteration 26> population: 16, bsize: 64, queue: 59, observed: 1785, best-error: 4.280712132534296 worst-error: 4.326106972713911 SearchModels iteration 27> population: 16, bsize: 64, queue: 59, observed: 1844, best-error: 4.280712132534296 worst-error: 4.307276633204092 SearchModels iteration 28> population: 16, bsize: 64, queue: 61, observed: 1905, best-error: 4.2383541316833 worst-error: 4.3021105674222575 SearchModels iteration 29> population: 16, bsize: 64, queue: 55, observed: 1960, best-error: 4.2383541316833 worst-error: 4.294488736704186 SearchModels iteration 30> population: 16, bsize: 64, queue: 60, observed: 2020, best-error: 4.1911044274184155 worst-error: 4.274788697732959 SearchModels iteration 31> population: 16, bsize: 64, queue: 59, observed: 2079, best-error: 4.1911044274184155 worst-error: 4.2560515330979 SearchModels iteration 32> population: 16, bsize: 64, queue: 57, observed: 2136, best-error: 4.1911044274184155 worst-error: 4.238747792282209 SearchModels iteration 33> population: 16, bsize: 64, queue: 53, observed: 2189, best-error: 4.1911044274184155 worst-error: 4.228466732001274 SearchModels iteration 34> population: 16, bsize: 64, queue: 58, observed: 2247, best-error: 4.1693009373074785 worst-error: 4.216166911043715 SearchModels iteration 35> population: 16, bsize: 64, queue: 60, observed: 2307, best-error: 4.1693009373074785 worst-error: 4.204743110611421 SearchModels iteration 36> population: 16, bsize: 64, queue: 55, observed: 2362, best-error: 4.149562203527259 worst-error: 4.187006816603051 SearchModels iteration 37> population: 16, bsize: 64, queue: 60, observed: 2422, best-error: 4.149562203527259 worst-error: 4.174230576542904 SearchModels iteration 38> population: 16, bsize: 64, queue: 54, observed: 2476, best-error: 4.137823321619578 worst-error: 4.164768876940327 SearchModels iteration 39> population: 16, bsize: 64, queue: 55, observed: 2531, best-error: 4.137823321619578 worst-error: 4.157008937122359 SearchModels iteration 40> population: 16, bsize: 64, queue: 56, observed: 2587, best-error: 4.137823321619578 worst-error: 4.149294951709163 SearchModels iteration 41> population: 16, bsize: 64, queue: 57, observed: 2644, best-error: 4.130825821547524 worst-error: 4.14564753032014 SearchModels iteration 42> population: 16, bsize: 64, queue: 60, observed: 2704, best-error: 4.130825821547524 worst-error: 4.142191964256793 SearchModels iteration 43> population: 16, bsize: 64, queue: 58, observed: 2762, best-error: 4.127814881279951 worst-error: 4.13788972821008 SearchModels iteration 44> population: 16, bsize: 64, queue: 61, observed: 2823, best-error: 4.124598904260945 worst-error: 4.135214919290571 SearchModels iteration 45> population: 16, bsize: 64, queue: 58, observed: 2881, best-error: 4.117961755850255 worst-error: 4.132243316993771 SearchModels iteration 46> population: 16, bsize: 64, queue: 62, observed: 2943, best-error: 4.117961755850255 worst-error: 4.128651710976706 SearchModels iteration 47> population: 16, bsize: 64, queue: 62, observed: 3005, best-error: 4.117961755850255 worst-error: 4.125286900554399 SearchModels iteration 48> population: 16, bsize: 64, queue: 59, observed: 3064, best-error: 4.113687384086678 worst-error: 4.1223622444914465 SearchModels iteration 49> population: 16, bsize: 64, queue: 61, observed: 3125, best-error: 4.106393222675557 worst-error: 4.1203697588631 SearchModels iteration 50> population: 16, bsize: 64, queue: 60, observed: 3185, best-error: 4.106393222675557 worst-error: 4.1171476123133335 SearchModels iteration 51> population: 16, bsize: 64, queue: 59, observed: 3244, best-error: 4.106393222675557 worst-error: 4.112953447123915 SearchModels iteration 52> population: 16, bsize: 64, queue: 57, observed: 3301, best-error: 4.103122908871909 worst-error: 4.111120866935668 SearchModels iteration 53> population: 16, bsize: 64, queue: 60, observed: 3361, best-error: 4.09627025418266 worst-error: 4.107871940819023 SearchModels iteration 54> population: 16, bsize: 64, queue: 58, observed: 3419, best-error: 4.09627025418266 worst-error: 4.104835673984827 SearchModels iteration 55> population: 16, bsize: 64, queue: 56, observed: 3475, best-error: 4.09627025418266 worst-error: 4.103122908871909 SearchModels iteration 56> population: 16, bsize: 64, queue: 54, observed: 3529, best-error: 4.092930399043533 worst-error: 4.100952727302612 SearchModels iteration 57> population: 16, bsize: 64, queue: 57, observed: 3586, best-error: 4.092930399043533 worst-error: 4.099749219934648 SearchModels iteration 58> population: 16, bsize: 64, queue: 60, observed: 3646, best-error: 4.092930399043533 worst-error: 4.097855780232134 SearchModels iteration 59> population: 16, bsize: 64, queue: 60, observed: 3706, best-error: 4.090546926447301 worst-error: 4.096131080250383 SearchModels iteration 60> population: 16, bsize: 64, queue: 55, observed: 3761, best-error: 4.090546926447301 worst-error: 4.09405847848568 SearchModels iteration 61> population: 16, bsize: 64, queue: 58, observed: 3819, best-error: 4.087782824423777 worst-error: 4.092228117791091 SearchModels iteration 62> population: 16, bsize: 64, queue: 62, observed: 3881, best-error: 4.085786688840179 worst-error: 4.0914095622358975 SearchModels iteration 63> population: 16, bsize: 64, queue: 55, observed: 3936, best-error: 4.0796015840899225 worst-error: 4.089617647706283 SearchModels iteration 64> population: 16, bsize: 64, queue: 59, observed: 3995, best-error: 4.076234964246498 worst-error: 4.087333894157304 SearchModels iteration 65> population: 16, bsize: 64, queue: 58, observed: 4053, best-error: 4.076234964246498 worst-error: 4.083665204561504 SearchModels iteration 66> population: 16, bsize: 64, queue: 61, observed: 4114, best-error: 4.076234964246498 worst-error: 4.081296330034 SearchModels iteration 67> population: 16, bsize: 64, queue: 59, observed: 4173, best-error: 4.073100336309761 worst-error: 4.079414501381496 SearchModels iteration 68> population: 16, bsize: 64, queue: 59, observed: 4232, best-error: 4.073100336309761 worst-error: 4.077716749439285 SearchModels iteration 69> population: 16, bsize: 64, queue: 58, observed: 4290, best-error: 4.073100336309761 worst-error: 4.076502009441712 SearchModels iteration 70> population: 16, bsize: 64, queue: 57, observed: 4347, best-error: 4.069706010496618 worst-error: 4.075558376765598 SearchModels iteration 71> population: 16, bsize: 64, queue: 58, observed: 4405, best-error: 4.069542197593417 worst-error: 4.075017930660766 SearchModels iteration 72> population: 16, bsize: 64, queue: 59, observed: 4464, best-error: 4.069542197593417 worst-error: 4.073386036352503 SearchModels iteration 73> population: 16, bsize: 64, queue: 58, observed: 4522, best-error: 4.0649719412711605 worst-error: 4.07109941451795 SearchModels iteration 74> population: 16, bsize: 64, queue: 58, observed: 4580, best-error: 4.064860199602168 worst-error: 4.069646539936931 SearchModels iteration 75> population: 16, bsize: 64, queue: 58, observed: 4638, best-error: 4.064860199602168 worst-error: 4.067564980875703 SearchModels iteration 76> population: 16, bsize: 64, queue: 58, observed: 4696, best-error: 4.06050000718588 worst-error: 4.065975526894233 SearchModels iteration 77> population: 16, bsize: 64, queue: 60, observed: 4756, best-error: 4.06050000718588 worst-error: 4.065353447259898 SearchModels iteration 78> population: 16, bsize: 64, queue: 57, observed: 4813, best-error: 4.06050000718588 worst-error: 4.063977196151284 SearchModels iteration 79> population: 16, bsize: 64, queue: 62, observed: 4875, best-error: 4.056653264705103 worst-error: 4.0623220315464215 SearchModels iteration 80> population: 16, bsize: 64, queue: 60, observed: 4935, best-error: 4.056653264705103 worst-error: 4.061371733272218 SearchModels iteration 81> population: 16, bsize: 64, queue: 60, observed: 4995, best-error: 4.056653264705103 worst-error: 4.0600763772081185 SearchModels iteration 82> population: 16, bsize: 64, queue: 59, observed: 5054, best-error: 4.055735017314374 worst-error: 4.058852240561214 SearchModels iteration 83> population: 16, bsize: 64, queue: 61, observed: 5115, best-error: 4.052705577575866 worst-error: 4.05785165042591 SearchModels iteration 84> population: 16, bsize: 64, queue: 58, observed: 5173, best-error: 4.052705577575866 worst-error: 4.05611896301316 SearchModels iteration 85> population: 16, bsize: 64, queue: 59, observed: 5232, best-error: 4.052183463079174 worst-error: 4.054427200067865 SearchModels iteration 86> population: 16, bsize: 64, queue: 59, observed: 5291, best-error: 4.049650621540154 worst-error: 4.053440148046152 SearchModels iteration 87> population: 16, bsize: 64, queue: 58, observed: 5349, best-error: 4.049650621540154 worst-error: 4.052726038367982 SearchModels iteration 88> population: 16, bsize: 64, queue: 60, observed: 5409, best-error: 4.049575100128184 worst-error: 4.051456971475941 SearchModels iteration 89> population: 16, bsize: 64, queue: 60, observed: 5469, best-error: 4.048214068491401 worst-error: 4.050209117300918 SearchModels iteration 90> population: 16, bsize: 64, queue: 59, observed: 5528, best-error: 4.046472110122715 worst-error: 4.049506439167471 SearchModels iteration 91> population: 16, bsize: 64, queue: 54, observed: 5582, best-error: 4.046472110122715 worst-error: 4.04833354609261 SearchModels iteration 92> population: 16, bsize: 64, queue: 60, observed: 5642, best-error: 4.0447792261628575 worst-error: 4.0471004035613625 SearchModels iteration 93> population: 16, bsize: 64, queue: 56, observed: 5698, best-error: 4.043408219532651 worst-error: 4.045980838768183 SearchModels iteration 94> population: 16, bsize: 64, queue: 58, observed: 5756, best-error: 4.043408219532651 worst-error: 4.0447792261628575 SearchModels iteration 95> population: 16, bsize: 64, queue: 59, observed: 5815, best-error: 4.041163139720571 worst-error: 4.044180756113734 SearchModels iteration 96> population: 16, bsize: 64, queue: 53, observed: 5868, best-error: 4.040647996150726 worst-error: 4.043650266432037 SearchModels iteration 97> population: 16, bsize: 64, queue: 59, observed: 5927, best-error: 4.040298815560231 worst-error: 4.042996073126191 SearchModels iteration 98> population: 16, bsize: 64, queue: 60, observed: 5987, best-error: 4.037962312521171 worst-error: 4.041484109944437 SearchModels iteration 99> population: 16, bsize: 64, queue: 54, observed: 6041, best-error: 4.037774014331676 worst-error: 4.040647996150726 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.9290465307671169, 0.27383643000413604, 0.2160669749710501, 0.27581590750003093, 0.11989671855241368] 1 => ([0.2628408314397183, 0.45144600383125605, 0.38919872307634107, 0.2727310031318824, 0.11764619315027511] => 4.037102520208467) 2 => ([0.26553408983898236, 0.4568536719779488, 0.3891987230762457, 0.27273100313188275, 0.11764619315027504] => 4.037774014331676) 3 => ([0.2654692397541155, 0.4559604638695686, 0.38919872307634107, 0.2727310031318824, 0.11764619315027511] => 4.037962312521171) 4 => ([0.2655903960341176, 0.4563468928970124, 0.38919872307632913, 0.2727310031318825, 0.1176461931502751] => 4.037981114450855) 5 => ([0.2663153573975201, 0.4575280359333085, 0.3891987230762611, 0.2727310031318827, 0.11764619315027505] => 4.038508574723502) 6 => ([0.26638860856912866, 0.4573542117989984, 0.38919872307658876, 0.2727310031318816, 0.11764619315027527] => 4.0386317958484605) 7 => ([0.26689019491672056, 0.4588820169019657, 0.38919872307628745, 0.2727310031318826, 0.11764619315027507] => 4.038935243930261) 8 => ([0.2669338258439584, 0.45924444545016035, 0.38919872307625764, 0.2727310031318827, 0.11764619315027505] => 4.0389436579948566) 9 => ([0.2669242901401875, 0.45903063698287894, 0.38919872307628145, 0.2727310031318826, 0.11764619315027505] => 4.038956266841506) 10 => ([0.266901400801525, 0.45879784139597024, 0.3891987230763053, 0.2727310031318826, 0.11764619315027508] => 4.038959106513055) 11 => ([0.2669475357307311, 0.4590346300263046, 0.3891987230766938, 0.27273100313188126, 0.11764619315027533] => 4.038982544065581) 12 => ([0.2671614750409247, 0.4590956079970484, 0.3891987230761811, 0.272731003131883, 0.117646193150275] => 4.039221725755714) 13 => ([0.2671659112170565, 0.4590798583251784, 0.3891987230770857, 0.2727310031318798, 0.11764619315027561] => 4.039228621732984) 14 => ([0.26717034739318835, 0.4590641086533084, 0.3891987230779903, 0.2727310031318767, 0.11764619315027622] => 4.039235534451764) 15 => ([0.26645524786402647, 0.4661974298861492, 0.3891987230773317, 0.27273100313187904, 0.11764619315027577] => 4.039304056187687) Test Summary: | Total Time SearchModels.jl | 0 6.0s ===== 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: 172, observed: 1145, best-error: 0.49999999999999994 worst-error: 8.500000000000007 SearchModels iteration 2> population: 16, bsize: 32, queue: 152, observed: 1297, best-error: 0.25 worst-error: 2.5 SearchModels iteration 3> population: 16, bsize: 32, queue: 156, observed: 1453, best-error: 0.25 worst-error: 0.9481249999999997 SearchModels iteration 4> population: 16, bsize: 32, queue: 134, observed: 1587, best-error: 0.25 worst-error: 0.49999999999999994 SearchModels iteration 5> population: 16, bsize: 32, queue: 154, observed: 1741, best-error: 0.25 worst-error: 0.3986061096191407 SearchModels iteration 6> population: 16, bsize: 32, queue: 150, observed: 1891, best-error: 0.25 worst-error: 0.34765625 SearchModels iteration 7> population: 16, bsize: 32, queue: 168, observed: 2059, best-error: 0.25 worst-error: 0.2978515625 SearchModels iteration 8> population: 16, bsize: 32, queue: 154, observed: 2213, best-error: 0.25 worst-error: 0.28108028471469887 SearchModels iteration 9> population: 16, bsize: 32, queue: 135, observed: 2348, best-error: 0.25 worst-error: 0.27111519873142237 SearchModels iteration 10> population: 16, bsize: 32, queue: 130, observed: 2478, best-error: 0.25 worst-error: 0.2657215410843492 SearchModels iteration 11> population: 16, bsize: 32, queue: 133, observed: 2611, best-error: 0.25 worst-error: 0.26299949993626803 SearchModels iteration 12> population: 16, bsize: 32, queue: 128, observed: 2739, best-error: 0.25 worst-error: 0.26131749651235625 SearchModels iteration 13> population: 16, bsize: 32, queue: 94, observed: 2833, best-error: 0.25 worst-error: 0.26029294250547536 SearchModels iteration 14> population: 16, bsize: 32, queue: 80, observed: 2913, best-error: 0.25 worst-error: 0.26011944383994884 SearchModels iteration 15> population: 16, bsize: 32, queue: 71, observed: 2984, best-error: 0.25 worst-error: 0.26011322368999573 SearchModels iteration 16> population: 16, bsize: 32, queue: 72, observed: 3056, best-error: 0.25 worst-error: 0.2601121020439262 SearchModels iteration 17> population: 16, bsize: 32, queue: 78, observed: 3134, best-error: 0.25 worst-error: 0.2601119497955505 SearchModels> stop by convergence error=(0.49258422851562494, 0.2375) => 0.2601119256150223, iter=18 (of 300) 1 => ((1.5, 2.25) => 0.25) 2 => ((0.492596435546875, 0.2375) => 0.26011191313845633) 3 => ((0.49259643554687504, 0.2375) => 0.2601119131384564) 4 => ((0.49259643554687493, 0.2375) => 0.2601119131384564) 5 => ((0.49259338378906253, 0.2375) => 0.26011191348911833) 6 => ((0.4925933837890625, 0.2375) => 0.2601119134891184) 7 => ((0.4925994873046875, 0.2375) => 0.2601119146335035) 8 => ((0.49259948730468756, 0.2375) => 0.2601119146335036) 9 => ((0.49259033203125, 0.2375) => 0.2601119156854557) 10 => ((0.49259033203124997, 0.2375) => 0.2601119156854557) 11 => ((0.49260253906249996, 0.2375) => 0.2601119179742932) 12 => ((0.49260253906250007, 0.2375) => 0.2601119179742932) 13 => ((0.4926025390625, 0.2375) => 0.2601119179742933) 14 => ((0.4926055908203125, 0.2375) => 0.2601119231608592) 15 => ((0.49260559082031247, 0.2375) => 0.26011192316085924) ===== 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: 160, observed: 1137, best-error: 0.5199999999999998 worst-error: 12.020000000000001 SearchModels iteration 2> population: 16, bsize: 32, queue: 170, observed: 1307, best-error: 0.02000000000000048 worst-error: 2.570000000000001 SearchModels iteration 3> population: 16, bsize: 32, queue: 170, observed: 1477, best-error: 0.02000000000000001 worst-error: 0.4999999999999999 SearchModels iteration 4> population: 16, bsize: 32, queue: 170, observed: 1647, best-error: 0.012658691406249988 worst-error: 0.07812499999999989 SearchModels iteration 5> population: 16, bsize: 32, queue: 173, observed: 1820, best-error: 0.004455566406249872 worst-error: 0.02924575805664063 SearchModels iteration 6> population: 16, bsize: 32, queue: 175, observed: 1995, best-error: 0.0038696289062498746 worst-error: 0.012658691406250006 SearchModels iteration 7> population: 16, bsize: 32, queue: 183, observed: 2178, best-error: 0.0025727939605712227 worst-error: 0.005322265624999932 SearchModels iteration 8> population: 16, bsize: 32, queue: 182, observed: 2360, best-error: 3.9215087890624794e-5 worst-error: 0.0032936030998825757 SearchModels iteration 9> population: 16, bsize: 32, queue: 176, observed: 2536, best-error: 3.9215087890624794e-5 worst-error: 0.002442049421369995 SearchModels iteration 10> population: 16, bsize: 32, queue: 178, observed: 2714, best-error: 3.9215087890624794e-5 worst-error: 0.000888413824141003 SearchModels iteration 11> population: 16, bsize: 32, queue: 180, observed: 2894, best-error: 3.9215087890624794e-5 worst-error: 0.0005827022474932136 SearchModels iteration 12> population: 16, bsize: 32, queue: 181, observed: 3075, best-error: 3.9215087890624794e-5 worst-error: 0.00024068695746847272 SearchModels iteration 13> population: 16, bsize: 32, queue: 178, observed: 3253, best-error: 3.9215087890624794e-5 worst-error: 0.00014931173378556227 SearchModels iteration 14> population: 16, bsize: 32, queue: 183, observed: 3436, best-error: 3.9215087890624794e-5 worst-error: 0.0001114157620265826 SearchModels iteration 15> population: 16, bsize: 32, queue: 176, observed: 3612, best-error: 3.9215087890624794e-5 worst-error: 7.261556605786796e-5 SearchModels iteration 16> population: 16, bsize: 32, queue: 179, observed: 3791, best-error: 3.9215087890624794e-5 worst-error: 5.865898236496233e-5 SearchModels iteration 17> population: 16, bsize: 32, queue: 184, observed: 3975, best-error: 3.9215087890624794e-5 worst-error: 5.14760869637975e-5 SearchModels iteration 18> population: 16, bsize: 32, queue: 183, observed: 4158, best-error: 3.9215087890624794e-5 worst-error: 4.787006707233416e-5 SearchModels iteration 19> population: 16, bsize: 32, queue: 186, observed: 4344, best-error: 3.9215087890624794e-5 worst-error: 4.47531351324416e-5 SearchModels iteration 20> population: 16, bsize: 32, queue: 177, observed: 4521, best-error: 3.9215087890624794e-5 worst-error: 4.3015283741859815e-5 SearchModels iteration 21> population: 16, bsize: 32, queue: 171, observed: 4692, best-error: 3.9215087890624794e-5 worst-error: 4.1533265336894516e-5 SearchModels iteration 22> population: 16, bsize: 32, queue: 170, observed: 4862, best-error: 3.9215087890624794e-5 worst-error: 4.091464119655885e-5 SearchModels iteration 23> population: 16, bsize: 32, queue: 169, observed: 5031, best-error: 3.9215087890624794e-5 worst-error: 4.0257748340012554e-5 SearchModels iteration 24> population: 16, bsize: 32, queue: 177, observed: 5208, best-error: 3.9215087890624794e-5 worst-error: 3.9879187550683814e-5 SearchModels iteration 25> population: 16, bsize: 32, queue: 165, observed: 5373, best-error: 3.9215087890624794e-5 worst-error: 3.954550209325547e-5 SearchModels iteration 26> population: 16, bsize: 32, queue: 166, observed: 5539, best-error: 3.9215087890624794e-5 worst-error: 3.9379887118433925e-5 SearchModels> stop by convergence error=(0.9937321662902834, 0.9875) => 3.928704863660735e-5, iter=27 (of 300) 1 => ((0.9937431693077089, 0.9875) => 3.9212886713319486e-5) 2 => ((0.9937500000000001, 0.9875) => 3.9215087890624794e-5) 3 => ((0.9937413096427918, 0.9875) => 3.921868753534314e-5) 4 => ((0.9937378942966463, 0.9875) => 3.923647552402876e-5) 5 => ((0.9937363386154177, 0.9875) => 3.9247640381891346e-5) 6 => ((0.993735945224762, 0.9875) => 3.9250767316796106e-5) 7 => ((0.9937355518341066, 0.9875) => 3.925401682068336e-5) 8 => ((0.9937388241291047, 0.9874912977218628) => 3.926761814982282e-5) 9 => ((0.9937338590621949, 0.9875) => 3.9269397987849836e-5) 10 => ((0.993735945224762, 0.9874933779239655) => 3.926989169990325e-5) 11 => ((0.993741336464882, 0.9874897003173828) => 3.9274189586925976e-5) 12 => ((0.9937412649393083, 0.9874896675348283) => 3.927438296969838e-5) 13 => ((0.9937342524528505, 0.9874933779239655) => 3.92802896759286e-5) 14 => ((0.993732672929764, 0.9875) => 3.928152789734265e-5) 15 => ((0.9937325298786165, 0.9875) => 3.9283066097536505e-5) Test Summary: | Total Time SearchModels.jl | 0 2.3s Testing SearchModels tests passed Testing completed after 17.08s PkgEval succeeded after 59.38s