Package evaluation of SearchModels on Julia 1.13.0-DEV.1080 (ed57414aec*) started at 2025-09-04T13:59:15.859 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.81s ################################################################################ # 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 To see why use `status --outdated -m` Installation completed after 1.15s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 21.56s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_Zap7gS/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_Zap7gS/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: 59, observed: 359, best-error: 1780.222915115129 worst-error: 435967.50565786957 SearchModels iteration 2> population: 16, bsize: 64, queue: 59, observed: 418, best-error: 126.39683607488655 worst-error: 34842.965715654966 SearchModels iteration 3> population: 16, bsize: 64, queue: 56, observed: 474, best-error: 126.39683607488655 worst-error: 3084.9500918087483 SearchModels iteration 4> population: 16, bsize: 64, queue: 59, observed: 533, best-error: 107.40945427733513 worst-error: 633.2718349425602 SearchModels iteration 5> population: 16, bsize: 64, queue: 58, observed: 591, best-error: 107.40945427733513 worst-error: 195.28335308660598 SearchModels iteration 6> population: 16, bsize: 64, queue: 61, observed: 652, best-error: 88.34872121948709 worst-error: 117.16715502299708 SearchModels iteration 7> population: 16, bsize: 64, queue: 63, observed: 715, best-error: 79.24740536532948 worst-error: 96.62707923387006 SearchModels iteration 8> population: 16, bsize: 64, queue: 58, observed: 773, best-error: 76.69010136694581 worst-error: 86.3910918018876 SearchModels iteration 9> population: 16, bsize: 64, queue: 59, observed: 832, best-error: 76.69010136694581 worst-error: 80.44594309104427 SearchModels iteration 10> population: 16, bsize: 64, queue: 59, observed: 891, best-error: 76.69010136694581 worst-error: 78.55456263724842 SearchModels iteration 11> population: 16, bsize: 64, queue: 57, observed: 948, best-error: 76.69010136694581 worst-error: 77.65665877648338 SearchModels iteration 12> population: 16, bsize: 64, queue: 60, observed: 1008, best-error: 76.69010136694581 worst-error: 77.18676573041967 SearchModels iteration 13> population: 16, bsize: 64, queue: 63, observed: 1071, best-error: 76.69010136694581 worst-error: 76.99795883355188 SearchModels iteration 14> population: 16, bsize: 64, queue: 61, observed: 1132, best-error: 76.69010136694581 worst-error: 76.85315007377989 SearchModels iteration 15> population: 16, bsize: 64, queue: 62, observed: 1194, best-error: 76.69010136694581 worst-error: 76.76773137936554 SearchModels iteration 16> population: 16, bsize: 64, queue: 57, observed: 1251, best-error: 76.60738858651763 worst-error: 76.72551283857634 SearchModels iteration 17> population: 16, bsize: 64, queue: 54, observed: 1305, best-error: 76.60738858651763 worst-error: 76.70144632744687 SearchModels iteration 18> population: 16, bsize: 64, queue: 60, observed: 1365, best-error: 76.45798985331572 worst-error: 76.64557496615593 SearchModels iteration 19> population: 16, bsize: 64, queue: 58, observed: 1423, best-error: 76.45798985331572 worst-error: 76.59931540306773 SearchModels iteration 20> population: 16, bsize: 64, queue: 56, observed: 1479, best-error: 76.45798985331572 worst-error: 76.5476007153062 SearchModels iteration 21> population: 16, bsize: 64, queue: 57, observed: 1536, best-error: 76.45798985331572 worst-error: 76.51566132248318 SearchModels iteration 22> population: 16, bsize: 64, queue: 57, observed: 1593, best-error: 76.43559831644049 worst-error: 76.4896449330563 SearchModels iteration 23> population: 16, bsize: 64, queue: 60, observed: 1653, best-error: 76.42696511843842 worst-error: 76.47576519049649 SearchModels iteration 24> population: 16, bsize: 64, queue: 58, observed: 1711, best-error: 76.42696511843842 worst-error: 76.46157139658823 SearchModels iteration 25> population: 16, bsize: 64, queue: 58, observed: 1769, best-error: 76.4266385037766 worst-error: 76.44281218550458 SearchModels iteration 26> population: 16, bsize: 64, queue: 59, observed: 1828, best-error: 76.39556419923231 worst-error: 76.4369305293794 SearchModels iteration 27> population: 16, bsize: 64, queue: 60, observed: 1888, best-error: 76.38552446990602 worst-error: 76.43037718206905 SearchModels iteration 28> population: 16, bsize: 64, queue: 59, observed: 1947, best-error: 76.38552446990602 worst-error: 76.41617537427723 SearchModels iteration 29> population: 16, bsize: 64, queue: 58, observed: 2005, best-error: 76.38552446990602 worst-error: 76.40470804687577 SearchModels iteration 30> population: 16, bsize: 64, queue: 53, observed: 2058, best-error: 76.36004898432434 worst-error: 76.39334436633254 SearchModels iteration 31> population: 16, bsize: 64, queue: 57, observed: 2115, best-error: 76.36004898432434 worst-error: 76.38867336813422 SearchModels iteration 32> population: 16, bsize: 64, queue: 55, observed: 2170, best-error: 76.32883244242655 worst-error: 76.37989676904893 SearchModels iteration 33> population: 16, bsize: 64, queue: 60, observed: 2230, best-error: 76.32883244242655 worst-error: 76.37315676147584 SearchModels iteration 34> population: 16, bsize: 64, queue: 58, observed: 2288, best-error: 76.3093705036308 worst-error: 76.3560522015249 SearchModels iteration 35> population: 16, bsize: 64, queue: 57, observed: 2345, best-error: 76.3093705036308 worst-error: 76.34271361904854 SearchModels iteration 36> population: 16, bsize: 64, queue: 60, observed: 2405, best-error: 76.3093705036308 worst-error: 76.33116210634796 SearchModels iteration 37> population: 16, bsize: 64, queue: 60, observed: 2465, best-error: 76.27168538750952 worst-error: 76.31819952446098 SearchModels iteration 38> population: 16, bsize: 64, queue: 57, observed: 2522, best-error: 76.27168538750952 worst-error: 76.31384302830698 SearchModels iteration 39> population: 16, bsize: 64, queue: 54, observed: 2576, best-error: 76.27168538750952 worst-error: 76.29856854364073 SearchModels iteration 40> population: 16, bsize: 64, queue: 57, observed: 2633, best-error: 76.26423951452155 worst-error: 76.29100378885938 SearchModels iteration 41> population: 16, bsize: 64, queue: 62, observed: 2695, best-error: 76.26236317233355 worst-error: 76.27951467157703 SearchModels iteration 42> population: 16, bsize: 64, queue: 57, observed: 2752, best-error: 76.2525199141956 worst-error: 76.27204555319958 SearchModels iteration 43> population: 16, bsize: 64, queue: 57, observed: 2809, best-error: 76.2525199141956 worst-error: 76.26772523904746 SearchModels iteration 44> population: 16, bsize: 64, queue: 51, observed: 2860, best-error: 76.2525199141956 worst-error: 76.26254767773901 SearchModels iteration 45> population: 16, bsize: 64, queue: 60, observed: 2920, best-error: 76.23656524084312 worst-error: 76.2599840247767 SearchModels iteration 46> population: 16, bsize: 64, queue: 62, observed: 2982, best-error: 76.11292388452341 worst-error: 76.25687986123579 SearchModels iteration 47> population: 16, bsize: 64, queue: 61, observed: 3043, best-error: 76.11062946925236 worst-error: 76.15032867613202 SearchModels iteration 48> population: 16, bsize: 64, queue: 58, observed: 3101, best-error: 76.09347095691427 worst-error: 76.11575463458527 SearchModels iteration 49> population: 16, bsize: 64, queue: 57, observed: 3158, best-error: 76.09347095691427 worst-error: 76.11292388452341 SearchModels iteration 50> population: 16, bsize: 64, queue: 59, observed: 3217, best-error: 76.09316579644111 worst-error: 76.10637107007992 SearchModels iteration 51> population: 16, bsize: 64, queue: 60, observed: 3277, best-error: 76.09316579644111 worst-error: 76.10076761547371 SearchModels iteration 52> population: 16, bsize: 64, queue: 59, observed: 3336, best-error: 76.07701320594548 worst-error: 76.09659196109152 SearchModels iteration 53> population: 16, bsize: 64, queue: 57, observed: 3393, best-error: 76.07576673162394 worst-error: 76.09365037915674 SearchModels iteration 54> population: 16, bsize: 64, queue: 56, observed: 3449, best-error: 76.0753987887654 worst-error: 76.08598982365275 SearchModels iteration 55> population: 16, bsize: 64, queue: 58, observed: 3507, best-error: 76.07016244698087 worst-error: 76.08015631735027 SearchModels iteration 56> population: 16, bsize: 64, queue: 56, observed: 3563, best-error: 76.07016244698087 worst-error: 76.07653342980151 SearchModels iteration 57> population: 16, bsize: 64, queue: 57, observed: 3620, best-error: 76.07016244698087 worst-error: 76.073900682004 SearchModels iteration 58> population: 16, bsize: 64, queue: 62, observed: 3682, best-error: 76.04478831139579 worst-error: 76.07200114740958 SearchModels iteration 59> population: 16, bsize: 64, queue: 60, observed: 3742, best-error: 76.0253744503577 worst-error: 76.07116974087408 SearchModels iteration 60> population: 16, bsize: 64, queue: 60, observed: 3802, best-error: 76.02004320339225 worst-error: 76.03958463175215 SearchModels iteration 61> population: 16, bsize: 64, queue: 57, observed: 3859, best-error: 76.00744081456912 worst-error: 76.02672845136844 SearchModels iteration 62> population: 16, bsize: 64, queue: 58, observed: 3917, best-error: 76.00744081456912 worst-error: 76.02288262825226 SearchModels iteration 63> population: 16, bsize: 64, queue: 56, observed: 3973, best-error: 75.99754101805665 worst-error: 76.01442484149763 SearchModels iteration 64> population: 16, bsize: 64, queue: 58, observed: 4031, best-error: 75.99676307796649 worst-error: 76.01022751114753 SearchModels iteration 65> population: 16, bsize: 64, queue: 57, observed: 4088, best-error: 75.99264265476052 worst-error: 76.00508717522803 SearchModels iteration 66> population: 16, bsize: 64, queue: 56, observed: 4144, best-error: 75.9865522914689 worst-error: 76.00135346105438 SearchModels iteration 67> population: 16, bsize: 64, queue: 55, observed: 4199, best-error: 75.96557178073564 worst-error: 75.99676307796649 SearchModels iteration 68> population: 16, bsize: 64, queue: 59, observed: 4258, best-error: 75.96557178073564 worst-error: 75.99117213731186 SearchModels iteration 69> population: 16, bsize: 64, queue: 57, observed: 4315, best-error: 75.95529403534503 worst-error: 75.97779545450683 SearchModels iteration 70> population: 16, bsize: 64, queue: 59, observed: 4374, best-error: 75.95529403534503 worst-error: 75.9639868077213 SearchModels iteration 71> population: 16, bsize: 64, queue: 58, observed: 4432, best-error: 75.94283597693305 worst-error: 75.95957721775673 SearchModels iteration 72> population: 16, bsize: 64, queue: 61, observed: 4493, best-error: 75.92976399681869 worst-error: 75.95577320889315 SearchModels iteration 73> population: 16, bsize: 64, queue: 58, observed: 4551, best-error: 75.92976399681869 worst-error: 75.94697247770142 SearchModels iteration 74> population: 16, bsize: 64, queue: 60, observed: 4611, best-error: 75.92976399681869 worst-error: 75.93987383881687 SearchModels iteration 75> population: 16, bsize: 64, queue: 56, observed: 4667, best-error: 75.92513906889961 worst-error: 75.93570276913582 SearchModels iteration 76> population: 16, bsize: 64, queue: 55, observed: 4722, best-error: 75.92275166781481 worst-error: 75.93241363571296 SearchModels iteration 77> population: 16, bsize: 64, queue: 59, observed: 4781, best-error: 75.91322218566116 worst-error: 75.9297407298874 SearchModels iteration 78> population: 16, bsize: 64, queue: 61, observed: 4842, best-error: 75.91322218566116 worst-error: 75.92513906889961 SearchModels iteration 79> population: 16, bsize: 64, queue: 58, observed: 4900, best-error: 75.91173321741982 worst-error: 75.92006683318785 SearchModels iteration 80> population: 16, bsize: 64, queue: 59, observed: 4959, best-error: 75.91173321741982 worst-error: 75.91632746288487 SearchModels iteration 81> population: 16, bsize: 64, queue: 60, observed: 5019, best-error: 75.91145258478306 worst-error: 75.91391373814326 SearchModels iteration 82> population: 16, bsize: 64, queue: 57, observed: 5076, best-error: 75.8948515885815 worst-error: 75.91257854970688 SearchModels iteration 83> population: 16, bsize: 64, queue: 60, observed: 5136, best-error: 75.8948515885815 worst-error: 75.91049895922039 SearchModels iteration 84> population: 16, bsize: 64, queue: 59, observed: 5195, best-error: 75.8932273643844 worst-error: 75.90371035283114 SearchModels iteration 85> population: 16, bsize: 64, queue: 58, observed: 5253, best-error: 75.8932273643844 worst-error: 75.89927499806016 SearchModels iteration 86> population: 16, bsize: 64, queue: 60, observed: 5313, best-error: 75.88071295588261 worst-error: 75.89582111408062 SearchModels iteration 87> population: 16, bsize: 64, queue: 55, observed: 5368, best-error: 75.87030588339529 worst-error: 75.89244005738409 SearchModels iteration 88> population: 16, bsize: 64, queue: 57, observed: 5425, best-error: 75.87030588339529 worst-error: 75.88270839673281 SearchModels iteration 89> population: 16, bsize: 64, queue: 60, observed: 5485, best-error: 75.87030588339529 worst-error: 75.8766009299978 SearchModels iteration 90> population: 16, bsize: 64, queue: 60, observed: 5545, best-error: 75.86042718389025 worst-error: 75.87375255170431 SearchModels iteration 91> population: 16, bsize: 64, queue: 58, observed: 5603, best-error: 75.86042718389025 worst-error: 75.8725134779907 SearchModels iteration 92> population: 16, bsize: 64, queue: 61, observed: 5664, best-error: 75.86042718389025 worst-error: 75.86910996188654 SearchModels iteration 93> population: 16, bsize: 64, queue: 55, observed: 5719, best-error: 75.85628886621049 worst-error: 75.86540813177578 SearchModels iteration 94> population: 16, bsize: 64, queue: 59, observed: 5778, best-error: 75.85459678835261 worst-error: 75.86300921733434 SearchModels iteration 95> population: 16, bsize: 64, queue: 56, observed: 5834, best-error: 75.8505452391431 worst-error: 75.86042718389025 SearchModels iteration 96> population: 16, bsize: 64, queue: 58, observed: 5892, best-error: 75.84137647998025 worst-error: 75.85732479496599 SearchModels iteration 97> population: 16, bsize: 64, queue: 59, observed: 5951, best-error: 75.84137647998025 worst-error: 75.85341428201583 SearchModels iteration 98> population: 16, bsize: 64, queue: 57, observed: 6008, best-error: 75.84137647998025 worst-error: 75.85013695863302 SearchModels iteration 99> population: 16, bsize: 64, queue: 55, observed: 6063, best-error: 75.84137647998025 worst-error: 75.84789644634708 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.6004810690105323, 0.7732963264478339, 0.0695944856379278, 0.056840395641720276, 0.8382053002420455] 1 => ([0.1320663627233565, 0.6729562275231347, 0.737145510902286, 0.05831336963778203, 0.8290534529205373] => 75.83109008113027) 2 => ([0.13275932873091423, 0.6694144676119665, 0.7371455109022862, 0.058314699320647576, 0.8290534529205373] => 75.83879039944257) 3 => ([0.13194871756663396, 0.6628154964877796, 0.7371455109022857, 0.05831093329258666, 0.8290534529205373] => 75.84137647998025) 4 => ([0.13251327118674722, 0.6636951975254171, 0.7371455109022857, 0.058311578908590116, 0.8290534529205373] => 75.84389311440495) 5 => ([0.1323786779078258, 0.6628028895918014, 0.7371455109022861, 0.058313558310128105, 0.8290534529205373] => 75.84421615160049) 6 => ([0.13277536204391, 0.6645512438085759, 0.737145510902286, 0.05831280771956971, 0.8290534529205373] => 75.84447447475684) 7 => ([0.13252880987353277, 0.6632440512847063, 0.7371455109022859, 0.05831248286023348, 0.8290534529205373] => 75.84461049013652) 8 => ([0.13256859647778113, 0.663239357805442, 0.737145510902286, 0.058312892633882805, 0.8290534529205373] => 75.84487604493016) 9 => ([0.13287639800210577, 0.664544709779403, 0.7371455109022859, 0.05831247548970804, 0.8290534529205373] => 75.84516054328083) 10 => ([0.13320844744389326, 0.6662965145148105, 0.7371455109022857, 0.05831156416753922, 0.8290534529205373] => 75.84517667401393) 11 => ([0.1325443485603183, 0.6627929050439956, 0.737145510902286, 0.05831338681187685, 0.8290534529205373] => 75.84533848343466) 12 => ([0.13256900331937, 0.662794745593904, 0.7371455109022862, 0.05831412881538784, 0.8290534529205373] => 75.84548754908927) 13 => ([0.1327585150477365, 0.6636758260190825, 0.7371455109022857, 0.058312226957637506, 0.8290534529205373] => 75.84554659711753) 14 => ([0.13332363732785246, 0.6666188349416302, 0.7371455109022857, 0.05831319512512481, 0.8290534529205373] => 75.84555805761872) 15 => ([0.13325634068839176, 0.6661726809748225, 0.7371455109022859, 0.0583141848258938, 0.8290534529205373] => 75.84563592455929) Test Summary: | Total Time SearchModels.jl | 0 5.8s ===== 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: 162, observed: 1132, best-error: 2.0 worst-error: 19.520000000000007 SearchModels iteration 2> population: 16, bsize: 32, queue: 155, observed: 1287, best-error: 0.203125 worst-error: 2.9000000000000004 SearchModels iteration 3> population: 16, bsize: 32, queue: 159, observed: 1446, best-error: 0.032500000000000036 worst-error: 0.8000000000000003 SearchModels iteration 4> population: 16, bsize: 32, queue: 160, observed: 1606, best-error: 0.032500000000000036 worst-error: 0.3994140625 SearchModels iteration 5> population: 16, bsize: 32, queue: 172, observed: 1778, best-error: 0.032500000000000036 worst-error: 0.25289306640624976 SearchModels iteration 6> population: 16, bsize: 32, queue: 172, observed: 1950, best-error: 0.032500000000000036 worst-error: 0.12499999999999956 SearchModels iteration 7> population: 16, bsize: 32, queue: 172, observed: 2122, best-error: 0.032500000000000036 worst-error: 0.060510253906250186 SearchModels iteration 8> population: 16, bsize: 32, queue: 171, observed: 2293, best-error: 0.016601562500000028 worst-error: 0.04125000953674303 SearchModels iteration 9> population: 16, bsize: 32, queue: 174, observed: 2467, best-error: 0.014726562499999946 worst-error: 0.02910415649414055 SearchModels iteration 10> population: 16, bsize: 32, queue: 171, observed: 2638, best-error: 0.014726562499999946 worst-error: 0.01998291015625 SearchModels iteration 11> population: 16, bsize: 32, queue: 179, observed: 2817, best-error: 0.013580865859985317 worst-error: 0.016595701354090112 SearchModels iteration 12> population: 16, bsize: 32, queue: 176, observed: 2993, best-error: 0.013530092912260467 worst-error: 0.014752779044210915 SearchModels iteration 13> population: 16, bsize: 32, queue: 166, observed: 3159, best-error: 0.01228333957726135 worst-error: 0.013610130513552513 SearchModels iteration 14> population: 16, bsize: 32, queue: 166, observed: 3325, best-error: 0.01228333957726135 worst-error: 0.013009804376497423 SearchModels iteration 15> population: 16, bsize: 32, queue: 159, observed: 3484, best-error: 0.01228333957726135 worst-error: 0.01263597987177552 SearchModels iteration 16> population: 16, bsize: 32, queue: 158, observed: 3642, best-error: 0.012116292620285657 worst-error: 0.012399941409640262 SearchModels iteration 17> population: 16, bsize: 32, queue: 145, observed: 3787, best-error: 0.012116292620285657 worst-error: 0.012180820712122837 SearchModels iteration 18> population: 16, bsize: 32, queue: 134, observed: 3921, best-error: 0.012106219867855535 worst-error: 0.012130536930499147 SearchModels iteration 19> population: 16, bsize: 32, queue: 151, observed: 4072, best-error: 0.012101156264407094 worst-error: 0.01211450326754003 SearchModels iteration 20> population: 16, bsize: 32, queue: 147, observed: 4219, best-error: 0.01210084838916978 worst-error: 0.012105910203478589 SearchModels iteration 21> population: 16, bsize: 32, queue: 127, observed: 4346, best-error: 0.01210084838916978 worst-error: 0.01210251503349707 SearchModels iteration 22> population: 16, bsize: 32, queue: 102, observed: 4448, best-error: 0.012100825041302471 worst-error: 0.012101295036485975 SearchModels iteration 23> population: 16, bsize: 32, queue: 91, observed: 4539, best-error: 0.01210081649305206 worst-error: 0.012100959936624562 SearchModels iteration 24> population: 16, bsize: 32, queue: 95, observed: 4634, best-error: 0.01210081649305206 worst-error: 0.012100849345014379 SearchModels> stop by convergence error=(0.8901660919189454, 0.7917846679687501) => 0.012100819859492082, iter=25 (of 300) 1 => ((0.8901687622070313, 0.7917846679687501) => 0.01210081649305206) 2 => ((0.8901685714721679, 0.7917846679687501) => 0.012100816583079101) 3 => ((0.8901706695556642, 0.7917846679687501) => 0.012100816865682597) 4 => ((0.8901679992675782, 0.7917846679687501) => 0.012100816992021689) 5 => ((0.8901708602905274, 0.7917846679687501) => 0.012100817030236067) 6 => ((0.8901678085327149, 0.7917846679687501) => 0.012100817174623012) 7 => ((0.8901714324951172, 0.7917846679687501) => 0.012100817662759143) 8 => ((0.8901716232299806, 0.7917846679687501) => 0.012100817919887779) 9 => ((0.8901670455932618, 0.7917846679687501) => 0.012100818136463458) 10 => ((0.8901718139648438, 0.7917846679687501) => 0.01210081820016025) 11 => ((0.8901668548583985, 0.7917846679687501) => 0.012100818434782288) 12 => ((0.8901666641235352, 0.7917846679687501) => 0.012100818756244584) 13 => ((0.8901721954345703, 0.7917846679687501) => 0.012100818830136733) 14 => ((0.8901664733886719, 0.7917846679687501) => 0.012100819100850322) 15 => ((0.8901664733886718, 0.7917846679687501) => 0.012100819100850332) ===== 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: 170, observed: 1135, best-error: 0.0999999999999996 worst-error: 11.300000000000002 SearchModels iteration 2> population: 16, bsize: 32, queue: 153, observed: 1288, best-error: 0.0999999999999996 worst-error: 2.7199999999999993 SearchModels iteration 3> population: 16, bsize: 32, queue: 167, observed: 1455, best-error: 0.0999999999999996 worst-error: 0.9494140625 SearchModels iteration 4> population: 16, bsize: 32, queue: 160, observed: 1615, best-error: 0.0510180664062495 worst-error: 0.25640869140625144 SearchModels iteration 5> population: 16, bsize: 32, queue: 178, observed: 1793, best-error: 0.0510180664062495 worst-error: 0.1287989807128917 SearchModels iteration 6> population: 16, bsize: 32, queue: 173, observed: 1966, best-error: 0.0510180664062495 worst-error: 0.08500244140624988 SearchModels iteration 7> population: 16, bsize: 32, queue: 175, observed: 2141, best-error: 0.0506640624999999 worst-error: 0.06490478515625084 SearchModels iteration 8> population: 16, bsize: 32, queue: 177, observed: 2318, best-error: 0.0506640624999999 worst-error: 0.05773360494524263 SearchModels iteration 9> population: 16, bsize: 32, queue: 181, observed: 2499, best-error: 0.04953384399414048 worst-error: 0.05370487939799199 SearchModels iteration 10> population: 16, bsize: 32, queue: 176, observed: 2675, best-error: 0.04953384399414048 worst-error: 0.051492441261797944 SearchModels iteration 11> population: 16, bsize: 32, queue: 179, observed: 2854, best-error: 0.04907621577614879 worst-error: 0.050145378708839346 SearchModels iteration 12> population: 16, bsize: 32, queue: 172, observed: 3026, best-error: 0.04788589477539064 worst-error: 0.04911645781496181 SearchModels iteration 13> population: 16, bsize: 32, queue: 170, observed: 3196, best-error: 0.04788589477539064 worst-error: 0.04846795454170197 SearchModels iteration 14> population: 16, bsize: 32, queue: 163, observed: 3359, best-error: 0.04770234808558591 worst-error: 0.0480360357486642 SearchModels iteration 15> population: 16, bsize: 32, queue: 157, observed: 3516, best-error: 0.047681056561414116 worst-error: 0.04779542623632616 SearchModels iteration 16> population: 16, bsize: 32, queue: 145, observed: 3661, best-error: 0.047681056561414116 worst-error: 0.04771323743439611 SearchModels iteration 17> population: 16, bsize: 32, queue: 140, observed: 3801, best-error: 0.04768105358118188 worst-error: 0.04769166954094543 SearchModels iteration 18> population: 16, bsize: 32, queue: 106, observed: 3907, best-error: 0.04768082056427371 worst-error: 0.04768278304720295 SearchModels iteration 19> population: 16, bsize: 32, queue: 96, observed: 4003, best-error: 0.047680816652718894 worst-error: 0.04768094964558255 SearchModels iteration 20> population: 16, bsize: 32, queue: 92, observed: 4095, best-error: 0.047680816652718894 worst-error: 0.047680835092905875 SearchModels> stop by convergence error=(1.218359375, 1.4843955993652345) => 0.04768081822432574, iter=21 (of 300) 1 => ((1.218359375, 1.4843994140625) => 0.047680816652718894) 2 => ((1.218359375, 1.4844001770019533) => 0.04768081668764349) 3 => ((1.218359375, 1.4844001770019535) => 0.04768081668764349) 4 => ((1.218359375, 1.4843986511230471) => 0.047680816734209625) 5 => ((1.218359375, 1.4844009399414064) => 0.04768081683898341) 6 => ((1.218359375, 1.4843978881835938) => 0.04768081693211567) 7 => ((1.218359375, 1.484397888183594) => 0.04768081693211567) 8 => ((1.218359375, 1.4844017028808596) => 0.04768081710673865) 9 => ((1.218359375, 1.4844017028808594) => 0.04768081710673865) 10 => ((1.218359375, 1.4843971252441408) => 0.04768081724643704) 11 => ((1.218359375, 1.4844024658203128) => 0.047680817490909216) 12 => ((1.218359375, 1.4844024658203125) => 0.047680817490909216) 13 => ((1.218359375, 1.4843963623046876) => 0.04768081767717373) 14 => ((1.218359375, 1.4843963623046874) => 0.04768081767717373) 15 => ((1.218359375, 1.4844032287597657) => 0.047680817991495095) Test Summary: | Total Time SearchModels.jl | 0 2.3s Testing SearchModels tests passed Testing completed after 21.16s PkgEval succeeded after 63.19s