Package evaluation to test SearchModels on Julia 1.14.0-DEV.1720 (f38c537ec6*) started at 2026-02-15T15:01:11.320 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 12.32s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [0e966ebe] + SearchModels v0.5.0 Updating `~/.julia/environments/v1.14/Manifest.toml` [34da2185] + Compat v4.18.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [ffbed154] + DocStringExtensions v0.9.5 [92d709cd] + IrrationalConstants v0.2.6 [2ab3a3ac] + LogExpFunctions v0.3.29 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.1 [0e966ebe] + SearchModels v0.5.0 [a2af1166] + SortingAlgorithms v1.2.2 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [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 v1.13.0 [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 v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.13.0 [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 v0.3.30+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [8e850b90] + libblastrampoline_jll v5.15.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 1.31s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 3109.6 ms ✓ SearchModels 1 dependency successfully precompiled in 3 seconds. 30 already precompiled. Precompilation completed after 20.57s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_hDlJFg/Project.toml` [0e966ebe] SearchModels v0.5.0 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_hDlJFg/Manifest.toml` [34da2185] Compat v4.18.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [ffbed154] DocStringExtensions v0.9.5 [92d709cd] IrrationalConstants v0.2.6 [2ab3a3ac] LogExpFunctions v0.3.29 [e1d29d7a] Missings v1.2.0 [bac558e1] OrderedCollections v1.8.1 [0e966ebe] SearchModels v0.5.0 [a2af1166] SortingAlgorithms v1.2.2 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 ⌅ [2913bbd2] StatsBase v0.33.21 [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 v1.13.0 [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 v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [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 v0.3.30+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [8e850b90] libblastrampoline_jll v5.15.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... SearchModels> search params iter=0, initialpopulation=300, maxpopulation=16, bsize=64, mutbsize=32, crossbsize=32 SearchModels iteration 1> population: 16, bsize: 64, queue: 55, observed: 355, best-error: 10239.914245890079 worst-error: 1.0342991786712601e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 58, observed: 413, best-error: 8019.82701804471 worst-error: 75906.5378747481 SearchModels iteration 3> population: 16, bsize: 64, queue: 59, observed: 472, best-error: 7327.031971704507 worst-error: 22334.497084605402 SearchModels iteration 4> population: 16, bsize: 64, queue: 57, observed: 529, best-error: 3617.7053601981866 worst-error: 8481.934395524651 SearchModels iteration 5> population: 16, bsize: 64, queue: 60, observed: 589, best-error: 2363.808288527631 worst-error: 5101.923323541671 SearchModels iteration 6> population: 16, bsize: 64, queue: 58, observed: 647, best-error: 1429.5090714015948 worst-error: 3326.9643740631595 SearchModels iteration 7> population: 16, bsize: 64, queue: 58, observed: 705, best-error: 1231.3112226238482 worst-error: 2275.8990737538907 SearchModels iteration 8> population: 16, bsize: 64, queue: 63, observed: 768, best-error: 459.21811005604394 worst-error: 1404.9366117240045 SearchModels iteration 9> population: 16, bsize: 64, queue: 57, observed: 825, best-error: 114.32162608685574 worst-error: 793.5815443264527 SearchModels iteration 10> population: 16, bsize: 64, queue: 55, observed: 880, best-error: 114.32162608685574 worst-error: 448.2591573234592 SearchModels iteration 11> population: 16, bsize: 64, queue: 57, observed: 937, best-error: 64.82591735391202 worst-error: 189.3475848439833 SearchModels iteration 12> population: 16, bsize: 64, queue: 57, observed: 994, best-error: 59.817484441938085 worst-error: 107.62531307110012 SearchModels iteration 13> population: 16, bsize: 64, queue: 60, observed: 1054, best-error: 56.215463979099425 worst-error: 76.75119349900606 SearchModels iteration 14> population: 16, bsize: 64, queue: 59, observed: 1113, best-error: 56.215463979099425 worst-error: 61.23661448181602 SearchModels iteration 15> population: 16, bsize: 64, queue: 59, observed: 1172, best-error: 53.98795636330308 worst-error: 57.98766890019228 SearchModels iteration 16> population: 16, bsize: 64, queue: 57, observed: 1229, best-error: 52.89706899478922 worst-error: 56.67597889518752 SearchModels iteration 17> population: 16, bsize: 64, queue: 61, observed: 1290, best-error: 52.19950888795286 worst-error: 55.01136779077689 SearchModels iteration 18> population: 16, bsize: 64, queue: 59, observed: 1349, best-error: 52.19950888795286 worst-error: 53.83854613591638 SearchModels iteration 19> population: 16, bsize: 64, queue: 56, observed: 1405, best-error: 52.19950888795286 worst-error: 53.01360385109812 SearchModels iteration 20> population: 16, bsize: 64, queue: 58, observed: 1463, best-error: 52.19950888795286 worst-error: 52.68114974230596 SearchModels iteration 21> population: 16, bsize: 64, queue: 57, observed: 1520, best-error: 52.19935234501373 worst-error: 52.37252961574202 SearchModels iteration 22> population: 16, bsize: 64, queue: 58, observed: 1578, best-error: 52.071357527833506 worst-error: 52.248872398894775 SearchModels iteration 23> population: 16, bsize: 64, queue: 56, observed: 1634, best-error: 52.071357527833506 worst-error: 52.206972090639596 SearchModels iteration 24> population: 16, bsize: 64, queue: 58, observed: 1692, best-error: 52.071357527833506 worst-error: 52.152106719835075 SearchModels iteration 25> population: 16, bsize: 64, queue: 58, observed: 1750, best-error: 51.994616337785246 worst-error: 52.11259665257854 SearchModels iteration 26> population: 16, bsize: 64, queue: 58, observed: 1808, best-error: 51.972841783792596 worst-error: 52.08630527152647 SearchModels iteration 27> population: 16, bsize: 64, queue: 60, observed: 1868, best-error: 51.933817366267604 worst-error: 52.03160941212795 SearchModels iteration 28> population: 16, bsize: 64, queue: 58, observed: 1926, best-error: 51.89690703388988 worst-error: 51.994616337785246 SearchModels iteration 29> population: 16, bsize: 64, queue: 59, observed: 1985, best-error: 51.89690703388988 worst-error: 51.953442263458925 SearchModels iteration 30> population: 16, bsize: 64, queue: 57, observed: 2042, best-error: 51.89690703388988 worst-error: 51.924726152248724 SearchModels iteration 31> population: 16, bsize: 64, queue: 62, observed: 2104, best-error: 51.866143222727224 worst-error: 51.91154454123727 SearchModels iteration 32> population: 16, bsize: 64, queue: 63, observed: 2167, best-error: 51.85640722561703 worst-error: 51.905235989700394 SearchModels iteration 33> population: 16, bsize: 64, queue: 59, observed: 2226, best-error: 51.85640722561703 worst-error: 51.88326053634276 SearchModels iteration 34> population: 16, bsize: 64, queue: 57, observed: 2283, best-error: 51.85640722561703 worst-error: 51.87383775241561 SearchModels iteration 35> population: 16, bsize: 64, queue: 56, observed: 2339, best-error: 51.85640722561703 worst-error: 51.86688125967489 SearchModels iteration 36> population: 16, bsize: 64, queue: 58, observed: 2397, best-error: 51.83253479369021 worst-error: 51.86194108204436 SearchModels iteration 37> population: 16, bsize: 64, queue: 53, observed: 2450, best-error: 51.8262624268046 worst-error: 51.85928826652595 SearchModels iteration 38> population: 16, bsize: 64, queue: 60, observed: 2510, best-error: 51.824312733720944 worst-error: 51.856666298097736 SearchModels iteration 39> population: 16, bsize: 64, queue: 60, observed: 2570, best-error: 51.82092274516904 worst-error: 51.836346500867414 SearchModels iteration 40> population: 16, bsize: 64, queue: 58, observed: 2628, best-error: 51.81439049500782 worst-error: 51.827332617288704 SearchModels iteration 41> population: 16, bsize: 64, queue: 55, observed: 2683, best-error: 51.81439049500782 worst-error: 51.824312733720944 SearchModels iteration 42> population: 16, bsize: 64, queue: 60, observed: 2743, best-error: 51.81439049500782 worst-error: 51.82042527414626 SearchModels iteration 43> population: 16, bsize: 64, queue: 61, observed: 2804, best-error: 51.81437259778226 worst-error: 51.817776360871036 SearchModels iteration 44> population: 16, bsize: 64, queue: 56, observed: 2860, best-error: 51.811128735878256 worst-error: 51.81569384337412 SearchModels iteration 45> population: 16, bsize: 64, queue: 61, observed: 2921, best-error: 51.80587024231493 worst-error: 51.81457406647943 SearchModels iteration 46> population: 16, bsize: 64, queue: 58, observed: 2979, best-error: 51.80587024231493 worst-error: 51.81280797365685 SearchModels iteration 47> population: 16, bsize: 64, queue: 59, observed: 3038, best-error: 51.80587024231493 worst-error: 51.80976530289865 SearchModels iteration 48> population: 16, bsize: 64, queue: 57, observed: 3095, best-error: 51.80586683226294 worst-error: 51.807876019709354 SearchModels iteration 49> population: 16, bsize: 64, queue: 62, observed: 3157, best-error: 51.80586683226294 worst-error: 51.80670563992836 SearchModels iteration 50> population: 16, bsize: 64, queue: 58, observed: 3215, best-error: 51.804702656097746 worst-error: 51.80631770158402 SearchModels iteration 51> population: 16, bsize: 64, queue: 59, observed: 3274, best-error: 51.804543057455085 worst-error: 51.806022705334435 SearchModels iteration 52> population: 16, bsize: 64, queue: 58, observed: 3332, best-error: 51.80405917703916 worst-error: 51.80502768294435 SearchModels iteration 53> population: 16, bsize: 64, queue: 59, observed: 3391, best-error: 51.77181488762795 worst-error: 51.80403670344477 SearchModels iteration 54> population: 16, bsize: 64, queue: 56, observed: 3447, best-error: 51.76870995608479 worst-error: 51.77893642985854 SearchModels iteration 55> population: 16, bsize: 64, queue: 56, observed: 3503, best-error: 51.76513001306533 worst-error: 51.77202997247332 SearchModels iteration 56> population: 16, bsize: 64, queue: 58, observed: 3561, best-error: 51.76167631376451 worst-error: 51.76994822678905 SearchModels iteration 57> population: 16, bsize: 64, queue: 56, observed: 3617, best-error: 51.7614972119765 worst-error: 51.767272014771386 SearchModels iteration 58> population: 16, bsize: 64, queue: 57, observed: 3674, best-error: 51.76083669036941 worst-error: 51.76485726726502 SearchModels iteration 59> population: 16, bsize: 64, queue: 56, observed: 3730, best-error: 51.760593809266396 worst-error: 51.763154619318755 SearchModels iteration 60> population: 16, bsize: 64, queue: 58, observed: 3788, best-error: 51.760593809266396 worst-error: 51.761664142442 SearchModels iteration 61> population: 16, bsize: 64, queue: 58, observed: 3846, best-error: 51.760593809266396 worst-error: 51.761177726996976 SearchModels iteration 62> population: 16, bsize: 64, queue: 59, observed: 3905, best-error: 51.7605783170942 worst-error: 51.76082198667916 SearchModels iteration 63> population: 16, bsize: 64, queue: 60, observed: 3965, best-error: 51.75964996662919 worst-error: 51.760662340845826 SearchModels iteration 64> population: 16, bsize: 64, queue: 58, observed: 4023, best-error: 51.75964996662919 worst-error: 51.760095975933126 SearchModels iteration 65> population: 16, bsize: 64, queue: 60, observed: 4083, best-error: 51.75964996662919 worst-error: 51.759941364808334 SearchModels iteration 66> population: 16, bsize: 64, queue: 56, observed: 4139, best-error: 51.75964996662919 worst-error: 51.759818520176296 SearchModels iteration 67> population: 16, bsize: 64, queue: 63, observed: 4202, best-error: 51.7569961047394 worst-error: 51.75978953049028 SearchModels iteration 68> population: 16, bsize: 64, queue: 60, observed: 4262, best-error: 51.7569961047394 worst-error: 51.75970614928712 SearchModels iteration 69> population: 16, bsize: 64, queue: 59, observed: 4321, best-error: 51.75562760422048 worst-error: 51.75861366344783 SearchModels iteration 70> population: 16, bsize: 64, queue: 55, observed: 4376, best-error: 51.75562760422048 worst-error: 51.757919318414096 SearchModels iteration 71> population: 16, bsize: 64, queue: 59, observed: 4435, best-error: 51.75562760422048 worst-error: 51.757309131845076 SearchModels iteration 72> population: 16, bsize: 64, queue: 58, observed: 4493, best-error: 51.75562760422048 worst-error: 51.75678908450705 SearchModels iteration 73> population: 16, bsize: 64, queue: 56, observed: 4549, best-error: 51.75537750662308 worst-error: 51.75646827102369 SearchModels iteration 74> population: 16, bsize: 64, queue: 57, observed: 4606, best-error: 51.75537750662308 worst-error: 51.75599694489972 SearchModels iteration 75> population: 16, bsize: 64, queue: 61, observed: 4667, best-error: 51.752971658865235 worst-error: 51.75570399756378 SearchModels iteration 76> population: 16, bsize: 64, queue: 59, observed: 4726, best-error: 51.752971658865235 worst-error: 51.75519586508397 SearchModels iteration 77> population: 16, bsize: 64, queue: 62, observed: 4788, best-error: 51.752971658865235 worst-error: 51.754022436040785 SearchModels iteration 78> population: 16, bsize: 64, queue: 60, observed: 4848, best-error: 51.75156108605247 worst-error: 51.7534248051767 SearchModels iteration 79> population: 16, bsize: 64, queue: 58, observed: 4906, best-error: 51.75156108605247 worst-error: 51.75303832724404 SearchModels iteration 80> population: 16, bsize: 64, queue: 54, observed: 4960, best-error: 51.75075996718795 worst-error: 51.752417509740454 SearchModels iteration 81> population: 16, bsize: 64, queue: 56, observed: 5016, best-error: 51.75075996718795 worst-error: 51.75197138942137 SearchModels iteration 82> population: 16, bsize: 64, queue: 58, observed: 5074, best-error: 51.75075996718795 worst-error: 51.75139027987293 SearchModels iteration 83> population: 16, bsize: 64, queue: 59, observed: 5133, best-error: 51.7489961312937 worst-error: 51.75111090264933 SearchModels iteration 84> population: 16, bsize: 64, queue: 59, observed: 5192, best-error: 51.7489961312937 worst-error: 51.750816644006136 SearchModels iteration 85> population: 16, bsize: 64, queue: 58, observed: 5250, best-error: 51.7489961312937 worst-error: 51.750223718639155 SearchModels iteration 86> population: 16, bsize: 64, queue: 58, observed: 5308, best-error: 51.7489961312937 worst-error: 51.749778186928204 SearchModels iteration 87> population: 16, bsize: 64, queue: 54, observed: 5362, best-error: 51.7489961312937 worst-error: 51.74937709649792 SearchModels iteration 88> population: 16, bsize: 64, queue: 63, observed: 5425, best-error: 51.747319967011634 worst-error: 51.74920121761706 SearchModels iteration 89> population: 16, bsize: 64, queue: 57, observed: 5482, best-error: 51.747319967011634 worst-error: 51.74886025441492 SearchModels iteration 90> population: 16, bsize: 64, queue: 57, observed: 5539, best-error: 51.74685739795645 worst-error: 51.7483026392652 SearchModels iteration 91> population: 16, bsize: 64, queue: 54, observed: 5593, best-error: 51.74604989438484 worst-error: 51.747516177604886 SearchModels iteration 92> population: 16, bsize: 64, queue: 61, observed: 5654, best-error: 51.745035780611204 worst-error: 51.747038164112915 SearchModels iteration 93> population: 16, bsize: 64, queue: 60, observed: 5714, best-error: 51.745035780611204 worst-error: 51.74643446876094 SearchModels iteration 94> population: 16, bsize: 64, queue: 60, observed: 5774, best-error: 51.745035780611204 worst-error: 51.74588850498343 SearchModels iteration 95> population: 16, bsize: 64, queue: 56, observed: 5830, best-error: 51.745035780611204 worst-error: 51.74569911984728 SearchModels iteration 96> population: 16, bsize: 64, queue: 60, observed: 5890, best-error: 51.7435414166748 worst-error: 51.7454173144996 SearchModels iteration 97> population: 16, bsize: 64, queue: 60, observed: 5950, best-error: 51.7435414166748 worst-error: 51.745279782105115 SearchModels iteration 98> population: 16, bsize: 64, queue: 60, observed: 6010, best-error: 51.7435414166748 worst-error: 51.745085422901795 SearchModels iteration 99> population: 16, bsize: 64, queue: 56, observed: 6066, best-error: 51.7435414166748 worst-error: 51.744285701700065 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.7994805945764881, 0.3105456377901178, 0.9049949070681578, 0.47612646173439777, 0.8992182320313944] 1 => ([-0.028012969426021522, 0.5182668441849394, 0.41154404988395643, 0.4726181432842568, 0.9062487983676994] => 51.74278630319303) 2 => ([-0.02826027283423355, 0.5223049994979677, 0.41154404988352195, 0.4726181432842844, 0.9062487983676997] => 51.7435414166748) 3 => ([-0.028293099120281738, 0.5234495126267888, 0.41154404988395643, 0.4726181432842568, 0.9062487983676994] => 51.743724305733394) 4 => ([-0.02828806401323395, 0.5245929512166352, 0.4115440498845065, 0.47261814328422397, 0.9062487983676992] => 51.74376075301073) 5 => ([-0.02826409820963817, 0.5257358525369942, 0.4115440498851143, 0.4726181432841886, 0.906248798367699] => 51.74376787307456) 6 => ([-0.02828077816168055, 0.5252345803481786, 0.4115440498844853, 0.47261814328422347, 0.9062487983676992] => 51.7437921343211) 7 => ([-0.028314547370353625, 0.5228783306013531, 0.41154404988362364, 0.47261814328427576, 0.9062487983676997] => 51.74385635542571) 8 => ([-0.028240132406042392, 0.526878753857353, 0.41154404988572213, 0.4726181432841532, 0.9062487983676987] => 51.74386294666306) 9 => ([-0.028313996059543843, 0.5223323108359532, 0.4115440498832742, 0.47261814328429663, 0.9062487983676998] => 51.743872697849916) 10 => ([-0.028321423917318705, 0.523590406839004, 0.41154404988324844, 0.47261814328429375, 0.9062487983676998] => 51.74390334792236) 11 => ([-0.028322197152326253, 0.5227961487316075, 0.4115440498839133, 0.47261814328425933, 0.9062487983676994] => 51.74390543402328) 12 => ([-0.02832352948778193, 0.5240318506420387, 0.41154404988409243, 0.4726181432842469, 0.9062487983676994] => 51.743936259072996) 13 => ([-0.02832352948778193, 0.5240318506420387, 0.41154404988409243, 0.47261814328424695, 0.9062487983676994] => 51.743936259073045) 14 => ([-0.02832789164904404, 0.523476286695287, 0.41154404988376647, 0.47261814328426643, 0.9062487983676996] => 51.743940412129) 15 => ([-0.02832870976887211, 0.5229487777074607, 0.41154404988326965, 0.47261814328429425, 0.9062487983676998] => 51.74394300047825) Test Summary: | Total Time SearchModels.jl | 0 7.0s ===== 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: 183, observed: 1162, best-error: 0.4999999999999982 worst-error: 18.31999999999996 SearchModels iteration 2> population: 16, bsize: 32, queue: 165, observed: 1327, best-error: 0.07812499999999989 worst-error: 2.5 SearchModels iteration 3> population: 16, bsize: 32, queue: 166, observed: 1493, best-error: 0.024414062499999833 worst-error: 0.37000000000000144 SearchModels iteration 4> population: 16, bsize: 32, queue: 186, observed: 1679, best-error: 0.02312500000000006 worst-error: 0.0647265624999997 SearchModels iteration 5> population: 16, bsize: 32, queue: 173, observed: 1852, best-error: 0.003830718994140585 worst-error: 0.03501235961914079 SearchModels iteration 6> population: 16, bsize: 32, queue: 176, observed: 2028, best-error: 0.003830718994140585 worst-error: 0.022619628906249245 SearchModels iteration 7> population: 16, bsize: 32, queue: 180, observed: 2208, best-error: 0.0016040039062500218 worst-error: 0.014333648681640587 SearchModels iteration 8> population: 16, bsize: 32, queue: 177, observed: 2385, best-error: 0.0016040039062500218 worst-error: 0.007825794816016316 SearchModels iteration 9> population: 16, bsize: 32, queue: 173, observed: 2558, best-error: 0.0012559003010392468 worst-error: 0.0031585181131959924 SearchModels iteration 10> population: 16, bsize: 32, queue: 167, observed: 2725, best-error: 0.0012182522215880734 worst-error: 0.0017122221761381603 SearchModels iteration 11> population: 16, bsize: 32, queue: 172, observed: 2897, best-error: 0.000989535304252049 worst-error: 0.0013199578621424766 SearchModels iteration 12> population: 16, bsize: 32, queue: 176, observed: 3073, best-error: 0.000989535304252049 worst-error: 0.0011672700620607677 SearchModels iteration 13> population: 16, bsize: 32, queue: 174, observed: 3247, best-error: 0.000989535304252049 worst-error: 0.0010793442574692047 SearchModels iteration 14> population: 16, bsize: 32, queue: 166, observed: 3413, best-error: 0.000989535304252049 worst-error: 0.0010450739391672096 SearchModels iteration 15> population: 16, bsize: 32, queue: 161, observed: 3574, best-error: 0.000989535304252049 worst-error: 0.0010137306277556457 SearchModels iteration 16> population: 16, bsize: 32, queue: 173, observed: 3747, best-error: 0.0009798858189611912 worst-error: 0.000998297926646474 SearchModels iteration 17> population: 16, bsize: 32, queue: 177, observed: 3924, best-error: 0.0009683797362720696 worst-error: 0.0009876638815820096 SearchModels iteration 18> population: 16, bsize: 32, queue: 145, observed: 4069, best-error: 0.0009683797362720696 worst-error: 0.0009779625325637004 SearchModels iteration 19> population: 16, bsize: 32, queue: 156, observed: 4225, best-error: 0.0009683797362720696 worst-error: 0.0009732335973936144 SearchModels iteration 20> population: 16, bsize: 32, queue: 147, observed: 4372, best-error: 0.0009683797362720696 worst-error: 0.0009704551840477662 SearchModels iteration 21> population: 16, bsize: 32, queue: 117, observed: 4489, best-error: 0.0009683797362720696 worst-error: 0.0009691516081440536 SearchModels iteration 22> population: 16, bsize: 32, queue: 105, observed: 4594, best-error: 0.0009683758304489247 worst-error: 0.0009684842557313282 SearchModels> stop by convergence error=(1.031077575683594, 1.0632812500000002) => 0.0009683847718921873, iter=23 (of 300) 1 => ((1.0310821533203127, 1.0632812500000002) => 0.0009683756192403408) 2 => ((1.0310825347900394, 1.0632812500000002) => 0.0009683756628211021) 3 => ((1.031082916259766, 1.0632812500000002) => 0.0009683758304489247) 4 => ((1.0310813903808596, 1.0632812500000002) => 0.0009683759042194623) 5 => ((1.031081008911133, 1.0632812500000002) => 0.0009683762327790632) 6 => ((1.031083679199219, 1.0632812500000002) => 0.0009683765378463198) 7 => ((1.0310840606689458, 1.0632812500000002) => 0.0009683770776161603) 8 => ((1.03108024597168, 1.0632812500000002) => 0.0009683772620376856) 9 => ((1.0310844421386722, 1.0632812500000002) => 0.0009683777414336116) 10 => ((1.0310798645019534, 1.0632812500000002) => 0.0009683779627364257) 11 => ((1.0310791015625003, 1.0632812500000002) => 0.0009683797362720696) 12 => ((1.0310859680175786, 1.0632812500000002) => 0.000968381637182314) 13 => ((1.031078338623047, 1.0632812500000002) => 0.000968382005991023) 14 => ((1.031086349487305, 1.0632812500000002) => 0.0009683829212398964) 15 => ((1.0310867309570315, 1.0632812500000002) => 0.0009683843293459147) ===== 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: 171, observed: 1141, best-error: 1.0 worst-error: 18.31999999999996 SearchModels iteration 2> population: 16, bsize: 32, queue: 168, observed: 1309, best-error: 0.49999999999999994 worst-error: 4.4200000000000035 SearchModels iteration 3> population: 16, bsize: 32, queue: 133, observed: 1442, best-error: 0.32000000000000195 worst-error: 2.02 SearchModels iteration 4> population: 16, bsize: 32, queue: 123, observed: 1565, best-error: 0.32000000000000195 worst-error: 1.1031250000000001 SearchModels iteration 5> population: 16, bsize: 32, queue: 150, observed: 1715, best-error: 0.32000000000000195 worst-error: 0.78765869140625 SearchModels iteration 6> population: 16, bsize: 32, queue: 142, observed: 1857, best-error: 0.32000000000000195 worst-error: 0.6324633789062499 SearchModels iteration 7> population: 16, bsize: 32, queue: 148, observed: 2005, best-error: 0.32000000000000195 worst-error: 0.5728663635253907 SearchModels iteration 8> population: 16, bsize: 32, queue: 142, observed: 2147, best-error: 0.32000000000000195 worst-error: 0.527898445725441 SearchModels iteration 9> population: 16, bsize: 32, queue: 129, observed: 2276, best-error: 0.16999999999999948 worst-error: 0.5054875761270523 SearchModels iteration 10> population: 16, bsize: 32, queue: 121, observed: 2397, best-error: 0.16999999999999948 worst-error: 0.4968608957529068 SearchModels iteration 11> population: 16, bsize: 32, queue: 111, observed: 2508, best-error: 0.16999999999999948 worst-error: 0.49140624999999993 SearchModels iteration 12> population: 16, bsize: 32, queue: 101, observed: 2609, best-error: 0.16999999999999948 worst-error: 0.49023208618164055 SearchModels iteration 13> population: 16, bsize: 32, queue: 90, observed: 2699, best-error: 0.16999999999999948 worst-error: 0.49003906249999996 SearchModels iteration 14> population: 16, bsize: 32, queue: 105, observed: 2804, best-error: 0.16062500000000002 worst-error: 0.49000549316406244 SearchModels iteration 15> population: 16, bsize: 32, queue: 106, observed: 2910, best-error: 0.16062500000000002 worst-error: 0.4900004029273986 SearchModels iteration 16> population: 16, bsize: 32, queue: 104, observed: 3014, best-error: 0.16003906249999988 worst-error: 0.49000015258789054 SearchModels iteration 17> population: 16, bsize: 32, queue: 105, observed: 3119, best-error: 0.16003906249999988 worst-error: 0.32000000000000195 SearchModels iteration 18> population: 16, bsize: 32, queue: 107, observed: 3226, best-error: 0.16000244140624992 worst-error: 0.16765625000000037 SearchModels iteration 19> population: 16, bsize: 32, queue: 83, observed: 3309, best-error: 0.16000244140624992 worst-error: 0.16066467285156236 SearchModels iteration 20> population: 16, bsize: 32, queue: 84, observed: 3393, best-error: 0.16000015258789055 worst-error: 0.16010314941406237 SearchModels iteration 21> population: 16, bsize: 32, queue: 77, observed: 3470, best-error: 0.16000015258789055 worst-error: 0.1600278091430663 SearchModels iteration 22> population: 16, bsize: 32, queue: 72, observed: 3542, best-error: 0.1600000095367431 worst-error: 0.16000644683837884 SearchModels iteration 23> population: 16, bsize: 32, queue: 90, observed: 3632, best-error: 0.1600000095367431 worst-error: 0.16000173807144158 SearchModels iteration 24> population: 16, bsize: 32, queue: 74, observed: 3706, best-error: 0.16000000059604635 worst-error: 0.16000021517276755 SearchModels iteration 25> population: 16, bsize: 32, queue: 75, observed: 3781, best-error: 0.16000000059604635 worst-error: 0.16000004306435578 SearchModels> stop by convergence error=(1.4, 1.9600097656250002) => 0.1600000095367431, iter=26 (of 300) 1 => ((1.4, 1.9600006103515626) => 0.16000000003725282) 2 => ((1.4, 1.9600006103515621) => 0.16000000003725282) 3 => ((1.4, 1.9600006103515624) => 0.16000000003725282) 4 => ((1.4, 1.9599975585937497) => 0.16000000059604635) 5 => ((1.4, 1.95999755859375) => 0.16000000059604635) 6 => ((1.4, 1.9600036621093748) => 0.16000000134110443) 7 => ((1.4, 1.960003662109375) => 0.16000000134110443) 8 => ((1.4, 1.9599945068359375) => 0.16000000301748507) 9 => ((1.4, 1.9599945068359372) => 0.16000000301748507) 10 => ((1.4, 1.9600067138671873) => 0.16000000450760118) 11 => ((1.4, 1.9600067138671875) => 0.16000000450760118) 12 => ((1.4, 1.959991455078125) => 0.1600000073015689) 13 => ((1.4, 1.9599914550781248) => 0.1600000073015689) 14 => ((1.4, 1.9599914550781246) => 0.1600000073015689) 15 => ((1.4, 1.9600097656249997) => 0.1600000095367431) Test Summary: | Total Time SearchModels.jl | 0 2.4s Testing SearchModels tests passed Testing completed after 16.82s PkgEval succeeded after 61.04s