Package evaluation to test SearchModels on Julia 1.13.0-DEV.1342 (4ff19f0352*) started at 2025-10-19T14:01:45.753 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.43s ################################################################################ # 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 v0.2.6 [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 To see why use `status --outdated -m` Installation completed after 1.3s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 19.1s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_SY40JE/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_SY40JE/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 [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: 60, observed: 360, best-error: 38064.7236349797 worst-error: 843887.2800257115 SearchModels iteration 2> population: 16, bsize: 64, queue: 58, observed: 418, best-error: 8290.285468271019 worst-error: 145937.74319028275 SearchModels iteration 3> population: 16, bsize: 64, queue: 60, observed: 478, best-error: 887.1570975965399 worst-error: 17143.030750443515 SearchModels iteration 4> population: 16, bsize: 64, queue: 60, observed: 538, best-error: 623.1077159278324 worst-error: 3748.6397814277725 SearchModels iteration 5> population: 16, bsize: 64, queue: 57, observed: 595, best-error: 164.93060776964546 worst-error: 749.3268821211157 SearchModels iteration 6> population: 16, bsize: 64, queue: 60, observed: 655, best-error: 144.26721451500143 worst-error: 201.89320662838895 SearchModels iteration 7> population: 16, bsize: 64, queue: 59, observed: 714, best-error: 89.92093754106543 worst-error: 134.98148737155694 SearchModels iteration 8> population: 16, bsize: 64, queue: 60, observed: 774, best-error: 82.7630227906744 worst-error: 106.28306820403677 SearchModels iteration 9> population: 16, bsize: 64, queue: 58, observed: 832, best-error: 82.7630227906744 worst-error: 93.04521738205499 SearchModels iteration 10> population: 16, bsize: 64, queue: 59, observed: 891, best-error: 82.7630227906744 worst-error: 88.27978670421545 SearchModels iteration 11> population: 16, bsize: 64, queue: 59, observed: 950, best-error: 82.7630227906744 worst-error: 86.62979105433074 SearchModels iteration 12> population: 16, bsize: 64, queue: 60, observed: 1010, best-error: 82.51133236869099 worst-error: 85.57993347561862 SearchModels iteration 13> population: 16, bsize: 64, queue: 57, observed: 1067, best-error: 79.4639040067761 worst-error: 84.48250630205206 SearchModels iteration 14> population: 16, bsize: 64, queue: 58, observed: 1125, best-error: 79.4639040067761 worst-error: 83.06270061335255 SearchModels iteration 15> population: 16, bsize: 64, queue: 57, observed: 1182, best-error: 79.4639040067761 worst-error: 81.46637405716355 SearchModels iteration 16> population: 16, bsize: 64, queue: 57, observed: 1239, best-error: 78.63964407653233 worst-error: 80.0420568267987 SearchModels iteration 17> population: 16, bsize: 64, queue: 59, observed: 1298, best-error: 78.00813220272488 worst-error: 79.47860918220998 SearchModels iteration 18> population: 16, bsize: 64, queue: 60, observed: 1358, best-error: 78.00813220272488 worst-error: 78.62883527445997 SearchModels iteration 19> population: 16, bsize: 64, queue: 56, observed: 1414, best-error: 77.66604457210826 worst-error: 78.24515247233904 SearchModels iteration 20> population: 16, bsize: 64, queue: 59, observed: 1473, best-error: 77.66604457210826 worst-error: 78.06195521988093 SearchModels iteration 21> population: 16, bsize: 64, queue: 59, observed: 1532, best-error: 77.55275539988789 worst-error: 77.88577109561399 SearchModels iteration 22> population: 16, bsize: 64, queue: 59, observed: 1591, best-error: 77.54470864208145 worst-error: 77.70312557660702 SearchModels iteration 23> population: 16, bsize: 64, queue: 61, observed: 1652, best-error: 77.53612375878467 worst-error: 77.62056823862167 SearchModels iteration 24> population: 16, bsize: 64, queue: 57, observed: 1709, best-error: 77.48322159840608 worst-error: 77.55590847074821 SearchModels iteration 25> population: 16, bsize: 64, queue: 60, observed: 1769, best-error: 77.41911143076588 worst-error: 77.54242199068389 SearchModels iteration 26> population: 16, bsize: 64, queue: 61, observed: 1830, best-error: 77.41911143076588 worst-error: 77.50862253087526 SearchModels iteration 27> population: 16, bsize: 64, queue: 57, observed: 1887, best-error: 77.39396537668236 worst-error: 77.47126844304937 SearchModels iteration 28> population: 16, bsize: 64, queue: 57, observed: 1944, best-error: 77.39396537668236 worst-error: 77.44825307442703 SearchModels iteration 29> population: 16, bsize: 64, queue: 58, observed: 2002, best-error: 77.37471795189931 worst-error: 77.42851653418066 SearchModels iteration 30> population: 16, bsize: 64, queue: 57, observed: 2059, best-error: 77.3474571453609 worst-error: 77.40927224166634 SearchModels iteration 31> population: 16, bsize: 64, queue: 59, observed: 2118, best-error: 77.22606123341919 worst-error: 77.38593616979905 SearchModels iteration 32> population: 16, bsize: 64, queue: 59, observed: 2177, best-error: 77.22606123341919 worst-error: 77.37303003575178 SearchModels iteration 33> population: 16, bsize: 64, queue: 56, observed: 2233, best-error: 77.22606123341919 worst-error: 77.33265054130608 SearchModels iteration 34> population: 16, bsize: 64, queue: 57, observed: 2290, best-error: 77.21861065319646 worst-error: 77.27232924606395 SearchModels iteration 35> population: 16, bsize: 64, queue: 56, observed: 2346, best-error: 77.21861065319646 worst-error: 77.24333846820278 SearchModels iteration 36> population: 16, bsize: 64, queue: 56, observed: 2402, best-error: 77.11852937411851 worst-error: 77.22698254504343 SearchModels iteration 37> population: 16, bsize: 64, queue: 56, observed: 2458, best-error: 77.11852937411851 worst-error: 77.21394957873878 SearchModels iteration 38> population: 16, bsize: 64, queue: 56, observed: 2514, best-error: 77.11852937411851 worst-error: 77.18734259138327 SearchModels iteration 39> population: 16, bsize: 64, queue: 56, observed: 2570, best-error: 77.10039964295363 worst-error: 77.16225979088081 SearchModels iteration 40> population: 16, bsize: 64, queue: 61, observed: 2631, best-error: 77.08286965542266 worst-error: 77.13576530173462 SearchModels iteration 41> population: 16, bsize: 64, queue: 53, observed: 2684, best-error: 77.08286965542266 worst-error: 77.11003215263322 SearchModels iteration 42> population: 16, bsize: 64, queue: 60, observed: 2744, best-error: 77.0825991520833 worst-error: 77.09954582994698 SearchModels iteration 43> population: 16, bsize: 64, queue: 61, observed: 2805, best-error: 77.05108462109249 worst-error: 77.09089910356569 SearchModels iteration 44> population: 16, bsize: 64, queue: 59, observed: 2864, best-error: 77.05108462109249 worst-error: 77.08437252846049 SearchModels iteration 45> population: 16, bsize: 64, queue: 59, observed: 2923, best-error: 77.04200464999028 worst-error: 77.07342598061253 SearchModels iteration 46> population: 16, bsize: 64, queue: 55, observed: 2978, best-error: 76.96632975361253 worst-error: 77.0668742870502 SearchModels iteration 47> population: 16, bsize: 64, queue: 61, observed: 3039, best-error: 76.92650167796955 worst-error: 77.05560104876515 SearchModels iteration 48> population: 16, bsize: 64, queue: 56, observed: 3095, best-error: 76.92650167796955 worst-error: 77.01636237772028 SearchModels iteration 49> population: 16, bsize: 64, queue: 60, observed: 3155, best-error: 76.92650167796955 worst-error: 76.99051348187758 SearchModels iteration 50> population: 16, bsize: 64, queue: 56, observed: 3211, best-error: 76.92650167796955 worst-error: 76.9645397264501 SearchModels iteration 51> population: 16, bsize: 64, queue: 58, observed: 3269, best-error: 76.86756050351384 worst-error: 76.94536288425783 SearchModels iteration 52> population: 16, bsize: 64, queue: 52, observed: 3321, best-error: 76.86756050351384 worst-error: 76.92538307822291 SearchModels iteration 53> population: 16, bsize: 64, queue: 56, observed: 3377, best-error: 76.84987239707392 worst-error: 76.90150787341011 SearchModels iteration 54> population: 16, bsize: 64, queue: 58, observed: 3435, best-error: 76.81595310060557 worst-error: 76.88635965296793 SearchModels iteration 55> population: 16, bsize: 64, queue: 57, observed: 3492, best-error: 76.79012130028268 worst-error: 76.86285184695585 SearchModels iteration 56> population: 16, bsize: 64, queue: 59, observed: 3551, best-error: 76.75188621263827 worst-error: 76.83521017984413 SearchModels iteration 57> population: 16, bsize: 64, queue: 56, observed: 3607, best-error: 76.75188621263827 worst-error: 76.81661662792133 SearchModels iteration 58> population: 16, bsize: 64, queue: 59, observed: 3666, best-error: 76.73118358967486 worst-error: 76.79394037700273 SearchModels iteration 59> population: 16, bsize: 64, queue: 60, observed: 3726, best-error: 76.73118358967486 worst-error: 76.77188067062563 SearchModels iteration 60> population: 16, bsize: 64, queue: 52, observed: 3778, best-error: 76.73081906278222 worst-error: 76.7533073179734 SearchModels iteration 61> population: 16, bsize: 64, queue: 56, observed: 3834, best-error: 76.70350348607717 worst-error: 76.74359826414826 SearchModels iteration 62> population: 16, bsize: 64, queue: 57, observed: 3891, best-error: 76.69992404341595 worst-error: 76.72967243973156 SearchModels iteration 63> population: 16, bsize: 64, queue: 62, observed: 3953, best-error: 76.68745515230765 worst-error: 76.7169795495443 SearchModels iteration 64> population: 16, bsize: 64, queue: 57, observed: 4010, best-error: 76.56871139938649 worst-error: 76.70301071849633 SearchModels iteration 65> population: 16, bsize: 64, queue: 58, observed: 4068, best-error: 76.54709540826083 worst-error: 76.68354987877545 SearchModels iteration 66> population: 16, bsize: 64, queue: 60, observed: 4128, best-error: 76.54041004296624 worst-error: 76.57162250892466 SearchModels iteration 67> population: 16, bsize: 64, queue: 60, observed: 4188, best-error: 76.53458643691222 worst-error: 76.55904166798486 SearchModels iteration 68> population: 16, bsize: 64, queue: 58, observed: 4246, best-error: 76.52295020924082 worst-error: 76.5482332829891 SearchModels iteration 69> population: 16, bsize: 64, queue: 60, observed: 4306, best-error: 76.49170869994217 worst-error: 76.54191476257422 SearchModels iteration 70> population: 16, bsize: 64, queue: 57, observed: 4363, best-error: 76.48380627995455 worst-error: 76.5262426345756 SearchModels iteration 71> population: 16, bsize: 64, queue: 59, observed: 4422, best-error: 76.48380627995455 worst-error: 76.50576096350952 SearchModels iteration 72> population: 16, bsize: 64, queue: 58, observed: 4480, best-error: 76.4614881670212 worst-error: 76.49230041432071 SearchModels iteration 73> population: 16, bsize: 64, queue: 60, observed: 4540, best-error: 76.4614881670212 worst-error: 76.48714422368863 SearchModels iteration 74> population: 16, bsize: 64, queue: 58, observed: 4598, best-error: 76.42892711613499 worst-error: 76.4750151219284 SearchModels iteration 75> population: 16, bsize: 64, queue: 59, observed: 4657, best-error: 76.4058308158033 worst-error: 76.46619207832451 SearchModels iteration 76> population: 16, bsize: 64, queue: 59, observed: 4716, best-error: 76.38514876989778 worst-error: 76.44537453646747 SearchModels iteration 77> population: 16, bsize: 64, queue: 55, observed: 4771, best-error: 76.38514876989778 worst-error: 76.42892711613499 SearchModels iteration 78> population: 16, bsize: 64, queue: 55, observed: 4826, best-error: 76.37962726091207 worst-error: 76.41386955562778 SearchModels iteration 79> population: 16, bsize: 64, queue: 58, observed: 4884, best-error: 76.37962726091207 worst-error: 76.40242273984165 SearchModels iteration 80> population: 16, bsize: 64, queue: 59, observed: 4943, best-error: 76.34915275233654 worst-error: 76.39205946154732 SearchModels iteration 81> population: 16, bsize: 64, queue: 59, observed: 5002, best-error: 76.34915275233654 worst-error: 76.382210442531 SearchModels iteration 82> population: 16, bsize: 64, queue: 57, observed: 5059, best-error: 76.34915275233654 worst-error: 76.37175398222504 SearchModels iteration 83> population: 16, bsize: 64, queue: 60, observed: 5119, best-error: 76.34915275233654 worst-error: 76.36688532827745 SearchModels iteration 84> population: 16, bsize: 64, queue: 56, observed: 5175, best-error: 76.34649332247561 worst-error: 76.35836539766579 SearchModels iteration 85> population: 16, bsize: 64, queue: 60, observed: 5235, best-error: 76.33907317877538 worst-error: 76.35338535024842 SearchModels iteration 86> population: 16, bsize: 64, queue: 57, observed: 5292, best-error: 76.31780980975519 worst-error: 76.34920628092192 SearchModels iteration 87> population: 16, bsize: 64, queue: 57, observed: 5349, best-error: 76.31780980975519 worst-error: 76.34115811254073 SearchModels iteration 88> population: 16, bsize: 64, queue: 57, observed: 5406, best-error: 76.30048142782971 worst-error: 76.33561742571739 SearchModels iteration 89> population: 16, bsize: 64, queue: 60, observed: 5466, best-error: 76.30048142782971 worst-error: 76.32672487993929 SearchModels iteration 90> population: 16, bsize: 64, queue: 61, observed: 5527, best-error: 76.30048142782971 worst-error: 76.31959854321362 SearchModels iteration 91> population: 16, bsize: 64, queue: 62, observed: 5589, best-error: 76.30048142782971 worst-error: 76.31288311335756 SearchModels iteration 92> population: 16, bsize: 64, queue: 59, observed: 5648, best-error: 76.27996608061355 worst-error: 76.30687475748186 SearchModels iteration 93> population: 16, bsize: 64, queue: 58, observed: 5706, best-error: 76.27996608061355 worst-error: 76.29963140989948 SearchModels iteration 94> population: 16, bsize: 64, queue: 59, observed: 5765, best-error: 76.27996608061355 worst-error: 76.29310132500208 SearchModels iteration 95> population: 16, bsize: 64, queue: 57, observed: 5822, best-error: 76.27231554000883 worst-error: 76.28758690748637 SearchModels iteration 96> population: 16, bsize: 64, queue: 58, observed: 5880, best-error: 76.26922964847371 worst-error: 76.28506586086536 SearchModels iteration 97> population: 16, bsize: 64, queue: 59, observed: 5939, best-error: 76.25036669775048 worst-error: 76.27497308973068 SearchModels iteration 98> population: 16, bsize: 64, queue: 61, observed: 6000, best-error: 76.21570113778347 worst-error: 76.26443561914502 SearchModels iteration 99> population: 16, bsize: 64, queue: 62, observed: 6062, best-error: 76.1804152024063 worst-error: 76.24629302381462 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.14066230018490278, 0.3533979215301283, 0.9210058771469911, 0.11009474630358906, 0.8071785197068491] 1 => ([-0.2106106399653406, -0.29063242132913186, 0.29711381404763726, 0.11905515509378733, 0.8158843230507855] => 76.16607282956691) 2 => ([-0.21329653372093618, -0.290388990754323, 0.2976988590823492, 0.11906130870191406, 0.8158843230507684] => 76.1804152024063) 3 => ([-0.21333561827615222, -0.29085553816787435, 0.2977605353686412, 0.1190612636284669, 0.8158843230507843] => 76.1835804026575) 4 => ([-0.21446227976228582, -0.28961819057782723, 0.29766733876607554, 0.11906126735864442, 0.8158843230507831] => 76.18371429579459) 5 => ([-0.2155889412484194, -0.2883808429877801, 0.29757414216350986, 0.11906127108882195, 0.8158843230507818] => 76.18400343434087) 6 => ([-0.21416893496933354, -0.2902368643728508, 0.29809049522629627, 0.11906126547452414, 0.8158843230507837] => 76.18411702760302) 7 => ([-0.21316596063795867, -0.29146710492984196, 0.29838488243034367, 0.11906128286324986, 0.8158843230507775] => 76.18461906207767) 8 => ([-0.21500225166251485, -0.28961819057782723, 0.2984204550839513, 0.1190612673205814, 0.8158843230507831] => 76.18508802773323) 9 => ([-0.21274892869024764, -0.29209288575792147, 0.2986068482890827, 0.11906125986022634, 0.8158843230507855] => 76.1856533128817) 10 => ([-0.21473608227763008, -0.28876624307602805, 0.2979664604805846, 0.1187591058026937, 0.8158843230507745] => 76.18640759291787) 11 => ([-0.21526631462508336, -0.2895836295422139, 0.298009239519482, 0.11906128107980808, 0.8158843230507782] => 76.18781542933183) 12 => ([-0.2125023015829709, -0.2900137475341083, 0.29669065758741653, 0.1187590758056151, 0.8158843230507848] => 76.18808734739129) 13 => ([-0.21144395665852195, -0.2914742119628979, 0.29818369182886195, 0.11935734291663914, 0.8158843230507848] => 76.1881130754808) 14 => ([-0.21115061186556966, -0.29209288575792147, 0.2986068482890827, 0.11935734103251885, 0.8158843230507855] => 76.18883507483869) 15 => ([-0.2130353875549812, -0.2925452191053609, 0.2990709057783381, 0.11906125702458567, 0.8158843230507866] => 76.1908337971187) 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: 169, observed: 1139, best-error: 0.20000000000000026 worst-error: 33.92 SearchModels iteration 2> population: 16, bsize: 32, queue: 161, observed: 1300, best-error: 0.0 worst-error: 2.5700000000000047 SearchModels iteration 3> population: 16, bsize: 32, queue: 176, observed: 1476, best-error: 0.0 worst-error: 0.6481250000000034 SearchModels iteration 4> population: 16, bsize: 32, queue: 170, observed: 1646, best-error: 0.0 worst-error: 0.15668212890624866 SearchModels iteration 5> population: 16, bsize: 32, queue: 167, observed: 1813, best-error: 0.0 worst-error: 0.04831314086914055 SearchModels iteration 6> population: 16, bsize: 32, queue: 170, observed: 1983, best-error: 0.0 worst-error: 0.010351562500000251 SearchModels iteration 7> population: 16, bsize: 32, queue: 170, observed: 2153, best-error: 0.0 worst-error: 0.0037574768066407187 SearchModels iteration 8> population: 16, bsize: 32, queue: 173, observed: 2326, best-error: 0.0 worst-error: 0.0013449192047118447 SearchModels iteration 9> population: 16, bsize: 32, queue: 167, observed: 2493, best-error: 0.0 worst-error: 0.0006519705057143985 SearchModels iteration 10> population: 16, bsize: 32, queue: 177, observed: 2670, best-error: 0.0 worst-error: 0.00029538813978435374 SearchModels iteration 11> population: 16, bsize: 32, queue: 166, observed: 2836, best-error: 0.0 worst-error: 0.00010421339422464844 SearchModels iteration 12> population: 16, bsize: 32, queue: 169, observed: 3005, best-error: 0.0 worst-error: 5.2893415704572785e-5 SearchModels iteration 13> population: 16, bsize: 32, queue: 175, observed: 3180, best-error: 0.0 worst-error: 2.0008671708635358e-5 SearchModels iteration 14> population: 16, bsize: 32, queue: 185, observed: 3365, best-error: 0.0 worst-error: 7.93516142039402e-6 SearchModels iteration 15> population: 16, bsize: 32, queue: 168, observed: 3533, best-error: 0.0 worst-error: 3.5491974129110155e-6 SearchModels iteration 16> population: 16, bsize: 32, queue: 177, observed: 3710, best-error: 0.0 worst-error: 1.5521422028585692e-6 SearchModels iteration 17> population: 16, bsize: 32, queue: 184, observed: 3894, best-error: 0.0 worst-error: 7.287942292931037e-7 SearchModels iteration 18> population: 16, bsize: 32, queue: 172, observed: 4066, best-error: 0.0 worst-error: 2.830815539752963e-7 SearchModels iteration 19> population: 16, bsize: 32, queue: 174, observed: 4240, best-error: 0.0 worst-error: 1.1605807709479855e-7 SearchModels> stop by convergence error=(1.0001617431640626, 1.0003395080566406) => 5.174666961163773e-8, iter=20 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.00003662109375, 1.0000778198242188) => 3.4353526625284467e-9) 3 => ((1.000048828125, 1.000103759765625) => 6.106566275089311e-9) 4 => ((1.0000732421875, 1.0001556396484375) => 1.373650153602235e-8) 5 => ((1.0000930786132813, 1.0001956939697265) => 1.7742058214013174e-8) 6 => ((1.00009765625, 1.00020751953125) => 2.4414630389102784e-8) 7 => ((1.0001495361328125, 1.000307273864746) => 2.9051048550484193e-8) 8 => ((1.0001296997070312, 1.0002735137939451) => 3.66961277899317e-8) 9 => ((1.0001220703125, 1.0002593994140625) => 3.8138773028606465e-8) 10 => ((1.0001953125, 1.000391387939453) => 3.819950507021085e-8) 11 => ((1.0001640319824219, 1.0003395080566406) => 3.9941703287531696e-8) 12 => ((1.0001495361328125, 1.0003137588500977) => 4.386499986054183e-8) 13 => ((1.0001495361328125, 1.000313949584961) => 4.4428033568951786e-8) 14 => ((1.00013427734375, 1.0002853393554687) => 4.6142418563714295e-8) 15 => ((1.0001785278320314, 1.0003707885742186) => 5.064403095216659e-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: 166, observed: 1141, best-error: 0.0999999999999996 worst-error: 11.300000000000002 SearchModels iteration 2> population: 16, bsize: 32, queue: 152, observed: 1293, best-error: 0.0999999999999996 worst-error: 1.2200000000000002 SearchModels iteration 3> population: 16, bsize: 32, queue: 160, observed: 1453, best-error: 0.0999999999999996 worst-error: 0.6006640624999998 SearchModels iteration 4> population: 16, bsize: 32, queue: 157, observed: 1610, best-error: 0.0999999999999996 worst-error: 0.35863525390625006 SearchModels iteration 5> population: 16, bsize: 32, queue: 164, observed: 1774, best-error: 0.0999999999999996 worst-error: 0.28503906250000016 SearchModels iteration 6> population: 16, bsize: 32, queue: 149, observed: 1923, best-error: 0.0999999999999996 worst-error: 0.24071366310119638 SearchModels iteration 7> population: 16, bsize: 32, queue: 162, observed: 2085, best-error: 0.0999999999999996 worst-error: 0.22625000000000015 SearchModels iteration 8> population: 16, bsize: 32, queue: 164, observed: 2249, best-error: 0.0999999999999996 worst-error: 0.21976089477539062 SearchModels iteration 9> population: 16, bsize: 32, queue: 161, observed: 2410, best-error: 0.0999999999999996 worst-error: 0.2153613477945328 SearchModels iteration 10> population: 16, bsize: 32, queue: 156, observed: 2566, best-error: 0.0999999999999996 worst-error: 0.21213508192449812 SearchModels iteration 11> population: 16, bsize: 32, queue: 146, observed: 2712, best-error: 0.0999999999999996 worst-error: 0.21084374487400054 SearchModels iteration 12> population: 16, bsize: 32, queue: 105, observed: 2817, best-error: 0.0999999999999996 worst-error: 0.21006335318088526 SearchModels iteration 13> population: 16, bsize: 32, queue: 108, observed: 2925, best-error: 0.0999999999999996 worst-error: 0.20972339212894434 SearchModels iteration 14> population: 16, bsize: 32, queue: 106, observed: 3031, best-error: 0.0999999999999996 worst-error: 0.2096420675516128 SearchModels iteration 15> population: 16, bsize: 32, queue: 101, observed: 3132, best-error: 0.0999999999999996 worst-error: 0.20960930883884424 SearchModels iteration 16> population: 16, bsize: 32, queue: 114, observed: 3246, best-error: 0.0999999999999996 worst-error: 0.20959674492478364 SearchModels iteration 17> population: 16, bsize: 32, queue: 95, observed: 3341, best-error: 0.0999999999999996 worst-error: 0.2095925802364945 SearchModels iteration 18> population: 16, bsize: 32, queue: 103, observed: 3444, best-error: 0.0999999999999996 worst-error: 0.20959231131710107 SearchModels> stop by convergence error=(0.5421875, 0.2939720153808594) => 0.20959228739375244, iter=19 (of 300) 1 => ((1.3, 1.7) => 0.0999999999999996) 2 => ((0.5421875, 0.2939666748046875) => 0.20959228519350284) 3 => ((0.5421875, 0.2939666748046876) => 0.20959228519350284) 4 => ((0.5421875, 0.29396820068359375) => 0.20959228524006898) 5 => ((0.5421875, 0.2939682006835938) => 0.20959228524006898) 6 => ((0.5421875, 0.29396591186523446) => 0.20959228534484275) 7 => ((0.5421875, 0.2939651489257813) => 0.20959228561259802) 8 => ((0.5421875, 0.29396972656250003) => 0.20959228575229638) 9 => ((0.5421875, 0.2939697265625001) => 0.20959228575229638) 10 => ((0.5421875, 0.2939643859863282) => 0.20959228599676857) 11 => ((0.5421875, 0.2939643859863281) => 0.20959228599676857) 12 => ((0.5421875, 0.2939704895019532) => 0.20959228618303308) 13 => ((0.5421875, 0.29396362304687507) => 0.20959228649735445) 14 => ((0.5421875, 0.2939712524414063) => 0.2095922867301851) 15 => ((0.5421875, 0.2939628601074219) => 0.20959228711435565) Test Summary: | Total Time SearchModels.jl | 0 2.3s Testing SearchModels tests passed Testing completed after 16.79s PkgEval succeeded after 57.27s