Package evaluation to test SearchModels on Julia 1.13.0-DEV.1290 (92af0d8cdf*) started at 2025-10-09T13:59:46.242 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.42s ################################################################################ # 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 v5.15.0+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 To see why use `status --outdated -m` Installation completed after 1.09s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 19.84s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_6uh2sn/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_6uh2sn/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 v5.15.0+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: 58, observed: 358, best-error: 104685.06680402656 worst-error: 1.5757555641670907e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 62, observed: 420, best-error: 14106.71190377412 worst-error: 332995.58180011756 SearchModels iteration 3> population: 16, bsize: 64, queue: 59, observed: 479, best-error: 2232.5973136781954 worst-error: 51466.75319179572 SearchModels iteration 4> population: 16, bsize: 64, queue: 58, observed: 537, best-error: 2232.5973136781954 worst-error: 28851.563776559382 SearchModels iteration 5> population: 16, bsize: 64, queue: 57, observed: 594, best-error: 620.5199878652887 worst-error: 14969.422219980448 SearchModels iteration 6> population: 16, bsize: 64, queue: 59, observed: 653, best-error: 620.5199878652887 worst-error: 8485.027340865214 SearchModels iteration 7> population: 16, bsize: 64, queue: 55, observed: 708, best-error: 559.6308774752912 worst-error: 2328.093288306823 SearchModels iteration 8> population: 16, bsize: 64, queue: 60, observed: 768, best-error: 386.2370640715631 worst-error: 701.3723630320784 SearchModels iteration 9> population: 16, bsize: 64, queue: 58, observed: 826, best-error: 342.16344257681004 worst-error: 439.6899067535129 SearchModels iteration 10> population: 16, bsize: 64, queue: 59, observed: 885, best-error: 319.2864323591471 worst-error: 379.178180004684 SearchModels iteration 11> population: 16, bsize: 64, queue: 61, observed: 946, best-error: 312.68147270215104 worst-error: 342.6501642615756 SearchModels iteration 12> population: 16, bsize: 64, queue: 61, observed: 1007, best-error: 297.6404363546984 worst-error: 319.51479189599905 SearchModels iteration 13> population: 16, bsize: 64, queue: 57, observed: 1064, best-error: 288.0430158888873 worst-error: 312.68147270215104 SearchModels iteration 14> population: 16, bsize: 64, queue: 60, observed: 1124, best-error: 282.90514828894464 worst-error: 306.2468390346831 SearchModels iteration 15> population: 16, bsize: 64, queue: 57, observed: 1181, best-error: 281.8771370260171 worst-error: 293.94505386121625 SearchModels iteration 16> population: 16, bsize: 64, queue: 58, observed: 1239, best-error: 264.9138134743176 worst-error: 285.9186084967912 SearchModels iteration 17> population: 16, bsize: 64, queue: 55, observed: 1294, best-error: 251.00801660487866 worst-error: 278.07096014782843 SearchModels iteration 18> population: 16, bsize: 64, queue: 59, observed: 1353, best-error: 251.00801660487866 worst-error: 272.1196110622875 SearchModels iteration 19> population: 16, bsize: 64, queue: 62, observed: 1415, best-error: 248.82375787590152 worst-error: 259.7111819315436 SearchModels iteration 20> population: 16, bsize: 64, queue: 58, observed: 1473, best-error: 237.48905018166238 worst-error: 253.2450110824343 SearchModels iteration 21> population: 16, bsize: 64, queue: 59, observed: 1532, best-error: 228.33350807597463 worst-error: 246.80807075644154 SearchModels iteration 22> population: 16, bsize: 64, queue: 58, observed: 1590, best-error: 228.33350807597463 worst-error: 241.99043823288125 SearchModels iteration 23> population: 16, bsize: 64, queue: 60, observed: 1650, best-error: 228.33350807597463 worst-error: 239.43953138960418 SearchModels iteration 24> population: 16, bsize: 64, queue: 57, observed: 1707, best-error: 222.68985351003877 worst-error: 234.53869893428376 SearchModels iteration 25> population: 16, bsize: 64, queue: 59, observed: 1766, best-error: 222.68985351003877 worst-error: 230.7136132475473 SearchModels iteration 26> population: 16, bsize: 64, queue: 58, observed: 1824, best-error: 222.2456626479428 worst-error: 227.5036322959871 SearchModels iteration 27> population: 16, bsize: 64, queue: 57, observed: 1881, best-error: 218.85406377132895 worst-error: 225.03576240997748 SearchModels iteration 28> population: 16, bsize: 64, queue: 55, observed: 1936, best-error: 214.72413074861822 worst-error: 222.68985351003877 SearchModels iteration 29> population: 16, bsize: 64, queue: 60, observed: 1996, best-error: 214.72413074861822 worst-error: 220.51346587258803 SearchModels iteration 30> population: 16, bsize: 64, queue: 55, observed: 2051, best-error: 213.92366544278931 worst-error: 217.52774124236143 SearchModels iteration 31> population: 16, bsize: 64, queue: 57, observed: 2108, best-error: 208.9806070014448 worst-error: 215.85982084097375 SearchModels iteration 32> population: 16, bsize: 64, queue: 60, observed: 2168, best-error: 208.9806070014448 worst-error: 214.79879203845937 SearchModels iteration 33> population: 16, bsize: 64, queue: 60, observed: 2228, best-error: 205.0601932359349 worst-error: 212.37754509371797 SearchModels iteration 34> population: 16, bsize: 64, queue: 61, observed: 2289, best-error: 201.3954670822825 worst-error: 210.0493755058364 SearchModels iteration 35> population: 16, bsize: 64, queue: 60, observed: 2349, best-error: 199.73720518751625 worst-error: 206.79621390248016 SearchModels iteration 36> population: 16, bsize: 64, queue: 59, observed: 2408, best-error: 199.73720518751625 worst-error: 204.85469872881816 SearchModels iteration 37> population: 16, bsize: 64, queue: 58, observed: 2466, best-error: 198.23255744238818 worst-error: 203.0057092548331 SearchModels iteration 38> population: 16, bsize: 64, queue: 61, observed: 2527, best-error: 198.23255744238818 worst-error: 201.3954670822825 SearchModels iteration 39> population: 16, bsize: 64, queue: 60, observed: 2587, best-error: 198.23255744238818 worst-error: 200.22233712451856 SearchModels iteration 40> population: 16, bsize: 64, queue: 56, observed: 2643, best-error: 195.50163731022678 worst-error: 199.00935291443633 SearchModels iteration 41> population: 16, bsize: 64, queue: 57, observed: 2700, best-error: 195.50163731022678 worst-error: 198.362489741163 SearchModels iteration 42> population: 16, bsize: 64, queue: 59, observed: 2759, best-error: 193.43711963086665 worst-error: 196.87879219333712 SearchModels iteration 43> population: 16, bsize: 64, queue: 58, observed: 2817, best-error: 192.86692709722195 worst-error: 196.00780545542474 SearchModels iteration 44> population: 16, bsize: 64, queue: 56, observed: 2873, best-error: 192.86692709722195 worst-error: 194.70384140409033 SearchModels iteration 45> population: 16, bsize: 64, queue: 55, observed: 2928, best-error: 192.15891810753484 worst-error: 194.03907693176959 SearchModels iteration 46> population: 16, bsize: 64, queue: 58, observed: 2986, best-error: 188.7782855351317 worst-error: 193.2847148491673 SearchModels iteration 47> population: 16, bsize: 64, queue: 58, observed: 3044, best-error: 187.69626661663594 worst-error: 192.15891810753484 SearchModels iteration 48> population: 16, bsize: 64, queue: 60, observed: 3104, best-error: 187.69626661663594 worst-error: 190.31972030747363 SearchModels iteration 49> population: 16, bsize: 64, queue: 62, observed: 3166, best-error: 186.20621692067414 worst-error: 188.7782855351317 SearchModels iteration 50> population: 16, bsize: 64, queue: 57, observed: 3223, best-error: 184.93970377390784 worst-error: 187.4816331294509 SearchModels iteration 51> population: 16, bsize: 64, queue: 57, observed: 3280, best-error: 183.89436251493342 worst-error: 186.45634041711585 SearchModels iteration 52> population: 16, bsize: 64, queue: 58, observed: 3338, best-error: 183.89436251493342 worst-error: 185.58687075150334 SearchModels iteration 53> population: 16, bsize: 64, queue: 59, observed: 3397, best-error: 183.30272046326584 worst-error: 184.97420985797365 SearchModels iteration 54> population: 16, bsize: 64, queue: 59, observed: 3456, best-error: 182.37637333345845 worst-error: 184.15139829886073 SearchModels iteration 55> population: 16, bsize: 64, queue: 59, observed: 3515, best-error: 182.2839894475824 worst-error: 183.71103241113346 SearchModels iteration 56> population: 16, bsize: 64, queue: 54, observed: 3569, best-error: 180.90106303832346 worst-error: 182.945684049451 SearchModels iteration 57> population: 16, bsize: 64, queue: 61, observed: 3630, best-error: 180.00440312605852 worst-error: 182.31477708725262 SearchModels iteration 58> population: 16, bsize: 64, queue: 58, observed: 3688, best-error: 179.55537758773178 worst-error: 181.16438714206586 SearchModels iteration 59> population: 16, bsize: 64, queue: 58, observed: 3746, best-error: 178.75677154088493 worst-error: 180.5816919278455 SearchModels iteration 60> population: 16, bsize: 64, queue: 57, observed: 3803, best-error: 178.22937574644672 worst-error: 180.13437063705362 SearchModels iteration 61> population: 16, bsize: 64, queue: 61, observed: 3864, best-error: 178.22937574644672 worst-error: 179.60434371321517 SearchModels iteration 62> population: 16, bsize: 64, queue: 58, observed: 3922, best-error: 177.48445421052006 worst-error: 178.79953626574837 SearchModels iteration 63> population: 16, bsize: 64, queue: 60, observed: 3982, best-error: 176.761917185595 worst-error: 178.43818372943298 SearchModels iteration 64> population: 16, bsize: 64, queue: 59, observed: 4041, best-error: 171.02576157494568 worst-error: 177.80474478412575 SearchModels iteration 65> population: 16, bsize: 64, queue: 56, observed: 4097, best-error: 170.23544257076767 worst-error: 176.03738907244733 SearchModels iteration 66> population: 16, bsize: 64, queue: 58, observed: 4155, best-error: 170.23544257076767 worst-error: 171.12261414861672 SearchModels iteration 67> population: 16, bsize: 64, queue: 58, observed: 4213, best-error: 169.18361851443305 worst-error: 170.6769537056021 SearchModels iteration 68> population: 16, bsize: 64, queue: 57, observed: 4270, best-error: 169.18361851443305 worst-error: 170.37547494461538 SearchModels iteration 69> population: 16, bsize: 64, queue: 59, observed: 4329, best-error: 168.13871133117868 worst-error: 169.99253013470369 SearchModels iteration 70> population: 16, bsize: 64, queue: 56, observed: 4385, best-error: 168.13871133117868 worst-error: 169.4475904609755 SearchModels iteration 71> population: 16, bsize: 64, queue: 60, observed: 4445, best-error: 168.13871133117868 worst-error: 168.91398611359193 SearchModels iteration 72> population: 16, bsize: 64, queue: 60, observed: 4505, best-error: 167.90207933188128 worst-error: 168.51602179405074 SearchModels iteration 73> population: 16, bsize: 64, queue: 59, observed: 4564, best-error: 167.90207933188128 worst-error: 168.32126770526517 SearchModels iteration 74> population: 16, bsize: 64, queue: 62, observed: 4626, best-error: 166.9781696631938 worst-error: 168.1496161375014 SearchModels iteration 75> population: 16, bsize: 64, queue: 62, observed: 4688, best-error: 165.9064095091962 worst-error: 167.83408410242677 SearchModels iteration 76> population: 16, bsize: 64, queue: 62, observed: 4750, best-error: 165.9064095091962 worst-error: 167.23612065746508 SearchModels iteration 77> population: 16, bsize: 64, queue: 54, observed: 4804, best-error: 165.68050282281698 worst-error: 166.76192452778486 SearchModels iteration 78> population: 16, bsize: 64, queue: 57, observed: 4861, best-error: 165.68050282281698 worst-error: 166.21356284670037 SearchModels iteration 79> population: 16, bsize: 64, queue: 58, observed: 4919, best-error: 164.71389430052048 worst-error: 165.90877605221226 SearchModels iteration 80> population: 16, bsize: 64, queue: 57, observed: 4976, best-error: 164.71389430052048 worst-error: 165.75779308126027 SearchModels iteration 81> population: 16, bsize: 64, queue: 58, observed: 5034, best-error: 164.71389430052048 worst-error: 165.22153211422923 SearchModels iteration 82> population: 16, bsize: 64, queue: 58, observed: 5092, best-error: 164.26166177290875 worst-error: 165.05252481234098 SearchModels iteration 83> population: 16, bsize: 64, queue: 56, observed: 5148, best-error: 164.18741168744074 worst-error: 164.8208003699053 SearchModels iteration 84> population: 16, bsize: 64, queue: 60, observed: 5208, best-error: 163.6845726478606 worst-error: 164.5741653968634 SearchModels iteration 85> population: 16, bsize: 64, queue: 58, observed: 5266, best-error: 163.24126990024516 worst-error: 164.1695109176438 SearchModels iteration 86> population: 16, bsize: 64, queue: 58, observed: 5324, best-error: 163.10417098064164 worst-error: 163.82291827770464 SearchModels iteration 87> population: 16, bsize: 64, queue: 63, observed: 5387, best-error: 162.65318056303687 worst-error: 163.6416455782582 SearchModels iteration 88> population: 16, bsize: 64, queue: 56, observed: 5443, best-error: 161.98645460758468 worst-error: 163.2850725254576 SearchModels iteration 89> population: 16, bsize: 64, queue: 57, observed: 5500, best-error: 161.98645460758468 worst-error: 162.91192418371156 SearchModels iteration 90> population: 16, bsize: 64, queue: 60, observed: 5560, best-error: 161.98645460758468 worst-error: 162.65474593905063 SearchModels iteration 91> population: 16, bsize: 64, queue: 59, observed: 5619, best-error: 161.98645460758468 worst-error: 162.42845366832682 SearchModels iteration 92> population: 16, bsize: 64, queue: 59, observed: 5678, best-error: 161.64343494405142 worst-error: 162.17758359376248 SearchModels iteration 93> population: 16, bsize: 64, queue: 57, observed: 5735, best-error: 161.44468918130775 worst-error: 162.00211934056668 SearchModels iteration 94> population: 16, bsize: 64, queue: 59, observed: 5794, best-error: 161.44468918130775 worst-error: 161.78455051839802 SearchModels iteration 95> population: 16, bsize: 64, queue: 61, observed: 5855, best-error: 160.86037865091163 worst-error: 161.59425339969576 SearchModels iteration 96> population: 16, bsize: 64, queue: 59, observed: 5914, best-error: 160.86037865091163 worst-error: 161.49923054214167 SearchModels iteration 97> population: 16, bsize: 64, queue: 57, observed: 5971, best-error: 160.78593816383062 worst-error: 161.29516368375798 SearchModels iteration 98> population: 16, bsize: 64, queue: 60, observed: 6031, best-error: 160.6578803001531 worst-error: 161.07176077975893 SearchModels iteration 99> population: 16, bsize: 64, queue: 56, observed: 6087, best-error: 160.2375640186913 worst-error: 160.83148311623557 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.3096269652584748, 0.06421910362730632, 0.8000973100533121, 0.8748299074088121, 0.7172610547940919] 1 => ([-0.08774969213622602, -1.1095313870045174, -0.13601028667796444, 0.8913678714082081, 0.7290240082931642] => 159.72536148483587) 2 => ([-0.08819739464712513, -1.0875604684499725, -0.13738412795753985, 0.8913678714082081, 0.7290240082931642] => 160.0262929024304) 3 => ([-0.08739267616712537, -1.1051380998814033, -0.13718050371308033, 0.8913679913284946, 0.7290240082931642] => 160.12172739818246) 4 => ([-0.08765723922963398, -1.1006102776812816, -0.13741643640736198, 0.89136780192666, 0.7290240082931642] => 160.16746863038486) 5 => ([-0.08688088330319407, -1.1095313870045174, -0.1373703895447441, 0.8913678714082081, 0.7290240082931642] => 160.2375640186913) 6 => ([-0.08864509715802424, -1.109420433865817, -0.13738412795753985, 0.8913678714082081, 0.7290240082931642] => 160.26972454575034) 7 => ([-0.08728569104586335, -1.1028695597266451, -0.13771104048815075, 0.8913680139632112, 0.7290240082931642] => 160.301473911588) 8 => ([-0.08716538273633295, -1.1141509811573067, -0.13754209854192337, 0.8913680025159867, 0.7290240082931642] => 160.36313111348773) 9 => ([-0.08769049878853263, -1.0962077324487727, -0.13805169143155743, 0.8913681565182142, 0.7290240082931642] => 160.368872194324) 10 => ([-0.08856740377641796, -1.0962077324487727, -0.13805169143155743, 0.8913681565182142, 0.7290240082931642] => 160.38287482352823) 11 => ([-0.08688088330319407, -1.1039837300694948, -0.1380641793909297, 0.8913678714082081, 0.7290240082931642] => 160.44570401100685) 12 => ([-0.08696896730382749, -1.1059922135148978, -0.13813234853900236, 0.8913677721841484, 0.7290240082931642] => 160.4964444505587) 13 => ([-0.08727902945172916, -1.109644540519355, -0.13804720364606726, 0.8913679969222407, 0.7290240082931642] => 160.50977648453696) 14 => ([-0.08714544636570268, -1.1133117353494881, -0.13794545973707834, 0.8913676820063735, 0.7290240082931642] => 160.51058203522797) 15 => ([-0.08724476792614921, -1.1062935271458896, -0.1381500338895193, 0.8913679369620974, 0.7290240082931642] => 160.51122118724166) Test Summary: | Total Time SearchModels.jl | 0 5.6s ===== RoseParams without inspect_population SearchModels> search params iter=0, initialpopulation=1000, maxpopulation=16, bsize=32, mutbsize=100, crossbsize=100 SearchModels iteration 1> population: 16, bsize: 32, queue: 176, observed: 1141, best-error: 0.0 worst-error: 31.39999999999998 SearchModels iteration 2> population: 16, bsize: 32, queue: 168, observed: 1309, best-error: 0.0 worst-error: 1.62 SearchModels iteration 3> population: 16, bsize: 32, queue: 183, observed: 1492, best-error: 0.0 worst-error: 0.2981249999999999 SearchModels iteration 4> population: 16, bsize: 32, queue: 171, observed: 1663, best-error: 0.0 worst-error: 0.038713378906250026 SearchModels iteration 5> population: 16, bsize: 32, queue: 169, observed: 1832, best-error: 0.0 worst-error: 0.008789062499999984 SearchModels iteration 6> population: 16, bsize: 32, queue: 161, observed: 1993, best-error: 0.0 worst-error: 0.002539062499999978 SearchModels iteration 7> population: 16, bsize: 32, queue: 162, observed: 2155, best-error: 0.0 worst-error: 0.0011002641916274807 SearchModels iteration 8> population: 16, bsize: 32, queue: 169, observed: 2324, best-error: 0.0 worst-error: 0.0004179477691650449 SearchModels iteration 9> population: 16, bsize: 32, queue: 165, observed: 2489, best-error: 0.0 worst-error: 0.00016892940038814856 SearchModels iteration 10> population: 16, bsize: 32, queue: 167, observed: 2656, best-error: 0.0 worst-error: 7.532779127359282e-5 SearchModels iteration 11> population: 16, bsize: 32, queue: 169, observed: 2825, best-error: 0.0 worst-error: 3.161966947118492e-5 SearchModels iteration 12> population: 16, bsize: 32, queue: 162, observed: 2987, best-error: 0.0 worst-error: 9.617796022780186e-6 SearchModels iteration 13> population: 16, bsize: 32, queue: 167, observed: 3154, best-error: 0.0 worst-error: 5.19229608304577e-6 SearchModels iteration 14> population: 16, bsize: 32, queue: 162, observed: 3316, best-error: 0.0 worst-error: 2.146227643606835e-6 SearchModels iteration 15> population: 16, bsize: 32, queue: 180, observed: 3496, best-error: 0.0 worst-error: 1.4299347222412884e-6 SearchModels iteration 16> population: 16, bsize: 32, queue: 183, observed: 3679, best-error: 0.0 worst-error: 7.50706905109061e-7 SearchModels iteration 17> population: 16, bsize: 32, queue: 180, observed: 3859, best-error: 0.0 worst-error: 3.2554271853552097e-7 SearchModels iteration 18> population: 16, bsize: 32, queue: 179, observed: 4038, best-error: 0.0 worst-error: 2.0316477166148646e-7 SearchModels iteration 19> population: 16, bsize: 32, queue: 180, observed: 4218, best-error: 0.0 worst-error: 4.745056927015452e-8 SearchModels> stop by convergence error=(0.9998722076416016, 0.9997463226318359) => 1.6688481676583523e-8, iter=20 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((0.9999557495117187, 0.9999122619628906) => 2.0160149742540534e-9) 3 => ((0.9999359130859375, 0.9998722076416016) => 4.12137280677989e-9) 4 => ((0.999936294555664, 0.9998741149902344) => 4.28997740837892e-9) 5 => ((0.9999237060546875, 0.9998483657836914) => 5.910608726631197e-9) 6 => ((0.9999114990234375, 0.9998245239257812) => 8.062869365135985e-9) 7 => ((0.9999038696289062, 0.9998083114624023) => 9.272741041555881e-9) 8 => ((0.9999042510986328, 0.9998102188110352) => 9.45938926912302e-9) 9 => ((0.9998947143554687, 0.9997920989990234) => 1.1792203013994716e-8) 10 => ((0.9998916625976563, 0.9997844696044922) => 1.1865287374891695e-8) 11 => ((0.9998916625976562, 0.9997844696044922) => 1.1865287374966052e-8) 12 => ((0.9998878479003906, 0.9997768402099609) => 1.270619760755221e-8) 13 => ((0.9998878479003905, 0.9997768402099609) => 1.2706197607627376e-8) 14 => ((0.9998794555664062, 0.999760627746582) => 1.4820669059360603e-8) 15 => ((0.999871826171875, 0.9997444152832031) => 1.6484258072033565e-8) ===== RoseParams using inspect_population SearchModels> search params iter=0, initialpopulation=1000, maxpopulation=16, bsize=32, mutbsize=100, crossbsize=100 SearchModels iteration 1> population: 16, bsize: 32, queue: 174, observed: 1139, best-error: 0.4999999999999999 worst-error: 15.700000000000001 SearchModels iteration 2> population: 16, bsize: 32, queue: 167, observed: 1306, best-error: 0.20000000000000115 worst-error: 3.6199999999999983 SearchModels iteration 3> population: 16, bsize: 32, queue: 175, observed: 1481, best-error: 0.03378906250000009 worst-error: 0.5200000000000006 SearchModels iteration 4> population: 16, bsize: 32, queue: 180, observed: 1661, best-error: 0.012500000000000011 worst-error: 0.12328369140625031 SearchModels iteration 5> population: 16, bsize: 32, queue: 176, observed: 1837, best-error: 0.012500000000000011 worst-error: 0.03860855102539073 SearchModels iteration 6> population: 16, bsize: 32, queue: 165, observed: 2002, best-error: 0.012500000000000011 worst-error: 0.016601562500000028 SearchModels iteration 7> population: 16, bsize: 32, queue: 183, observed: 2185, best-error: 0.00528351783752438 worst-error: 0.012854003906249937 SearchModels iteration 8> population: 16, bsize: 32, queue: 179, observed: 2364, best-error: 0.00528351783752438 worst-error: 0.00916957501322025 SearchModels iteration 9> population: 16, bsize: 32, queue: 168, observed: 2532, best-error: 0.00528351783752438 worst-error: 0.007310095429420468 SearchModels iteration 10> population: 16, bsize: 32, queue: 167, observed: 2699, best-error: 0.005188913345336902 worst-error: 0.0062292058464662875 SearchModels iteration 11> population: 16, bsize: 32, queue: 155, observed: 2854, best-error: 0.005188913345336902 worst-error: 0.0055372865442859295 SearchModels iteration 12> population: 16, bsize: 32, queue: 141, observed: 2995, best-error: 0.005166025161743151 worst-error: 0.005330962261950809 SearchModels iteration 13> population: 16, bsize: 32, queue: 100, observed: 3095, best-error: 0.005166025161743151 worst-error: 0.00519382476806639 SearchModels iteration 14> population: 16, bsize: 32, queue: 91, observed: 3186, best-error: 0.005166025161743151 worst-error: 0.005168457031249986 SearchModels iteration 15> population: 16, bsize: 32, queue: 90, observed: 3276, best-error: 0.0051660162210464345 worst-error: 0.005166516900062548 SearchModels iteration 16> population: 16, bsize: 32, queue: 75, observed: 3351, best-error: 0.0051660162210464345 worst-error: 0.005166087746620166 SearchModels> stop by convergence error=(0.9281250000000001, 0.8614288330078126) => 0.005166032053530203, iter=17 (of 300) 1 => ((0.9281250000000001, 0.8614166259765625) => 0.00516601566225289) 2 => ((0.9281250000000001, 0.8614166259765627) => 0.00516601566225289) 3 => ((0.9281250000000001, 0.8614135742187501) => 0.0051660162210464345) 4 => ((0.9281250000000001, 0.8614135742187502) => 0.0051660162210464345) 5 => ((0.9281250000000001, 0.8614196777343751) => 0.005166016966104495) 6 => ((0.9281250000000001, 0.8614196777343752) => 0.005166016966104495) 7 => ((0.9281250000000001, 0.8614105224609376) => 0.005166018642485129) 8 => ((0.9281250000000001, 0.8614227294921877) => 0.005166020132601248) 9 => ((0.9281250000000001, 0.8614074707031252) => 0.005166022926568972) 10 => ((0.9281250000000001, 0.8614074707031251) => 0.005166022926568972) 11 => ((0.9281250000000001, 0.861407470703125) => 0.005166022926568973) 12 => ((0.9281250000000001, 0.86142578125) => 0.00516602516174315) 13 => ((0.9281250000000001, 0.8614257812500001) => 0.005166025161743151) 14 => ((0.9281250000000001, 0.8614044189453127) => 0.005166029073297964) 15 => ((0.9281250000000001, 0.8614044189453126) => 0.005166029073297965) Test Summary: | Total Time SearchModels.jl | 0 2.3s Testing SearchModels tests passed Testing completed after 16.12s PkgEval succeeded after 56.38s