Package evaluation to test SearchModels on Julia 1.12.7-DEV.42 (6f510b6086*) started at 2026-06-19T13:41:01.112 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.12` Set-up completed after 8.48s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.12/Project.toml` [0e966ebe] + SearchModels v0.5.1 Updating `~/.julia/environments/v1.12/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.19.5 [ffbed154] + DocStringExtensions v0.9.5 [92d709cd] + IrrationalConstants v0.2.6 [2ab3a3ac] + LogExpFunctions v1.0.1 [e1d29d7a] + Missings v1.2.0 ⌅ [bac558e1] + OrderedCollections v1.8.2 [43287f4e] + PtrArrays v1.4.0 [0e966ebe] + SearchModels v0.5.1 [a2af1166] + SortingAlgorithms v1.2.2 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 [2913bbd2] + StatsBase v0.34.12 [56f22d72] + Artifacts v1.11.0 [8ba89e20] + Distributed v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [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 v1.12.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [4536629a] + OpenBLAS_jll v0.3.29+0 [bea87d4a] + SuiteSparse_jll v7.8.3+2 [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 To see why use `status --outdated -m` Installation completed after 1.53s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 2631.2 ms ✓ SearchModels 1 dependency successfully precompiled in 3 seconds. 28 already precompiled. 6 dependencies precompiled but different versions are currently loaded (Base64, JuliaSyntaxHighlighting, Logging, Markdown, Printf and StyledStrings). Restart julia to access the new versions. Otherwise, 4 dependents of these packages may trigger further precompilation to work with the unexpected versions. Precompilation completed after 15.69s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_w6F7fq/Project.toml` [0e966ebe] SearchModels v0.5.1 [2913bbd2] StatsBase v0.34.12 [8ba89e20] Distributed v1.11.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_w6F7fq/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.19.5 [ffbed154] DocStringExtensions v0.9.5 [92d709cd] IrrationalConstants v0.2.6 [2ab3a3ac] LogExpFunctions v1.0.1 [e1d29d7a] Missings v1.2.0 ⌅ [bac558e1] OrderedCollections v1.8.2 [43287f4e] PtrArrays v1.4.0 [0e966ebe] SearchModels v0.5.1 [a2af1166] SortingAlgorithms v1.2.2 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 [2913bbd2] StatsBase v0.34.12 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 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 v1.12.0 [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 v1.12.0 [f489334b] StyledStrings v1.11.0 [8dfed614] Test 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 v7.8.3+2 [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: 54, observed: 354, best-error: 25230.749300406726 worst-error: 738550.5489772479 SearchModels iteration 2> population: 16, bsize: 64, queue: 62, observed: 416, best-error: 867.13018705201 worst-error: 141723.03333939242 SearchModels iteration 3> population: 16, bsize: 64, queue: 57, observed: 473, best-error: 861.55866134216 worst-error: 25230.749300406726 SearchModels iteration 4> population: 16, bsize: 64, queue: 55, observed: 528, best-error: 291.8511863089489 worst-error: 2759.325082801921 SearchModels iteration 5> population: 16, bsize: 64, queue: 61, observed: 589, best-error: 246.6306965469287 worst-error: 498.8553838817472 SearchModels iteration 6> population: 16, bsize: 64, queue: 58, observed: 647, best-error: 150.29720537738928 worst-error: 246.6306965469287 SearchModels iteration 7> population: 16, bsize: 64, queue: 57, observed: 704, best-error: 143.3132211741365 worst-error: 182.32125448493602 SearchModels iteration 8> population: 16, bsize: 64, queue: 58, observed: 762, best-error: 142.4262747197665 worst-error: 153.24472973538113 SearchModels iteration 9> population: 16, bsize: 64, queue: 57, observed: 819, best-error: 140.61208636517503 worst-error: 145.44716431148834 SearchModels iteration 10> population: 16, bsize: 64, queue: 59, observed: 878, best-error: 137.3232117245588 worst-error: 141.9450981263568 SearchModels iteration 11> population: 16, bsize: 64, queue: 57, observed: 935, best-error: 134.84151353938023 worst-error: 139.92921725633948 SearchModels iteration 12> population: 16, bsize: 64, queue: 60, observed: 995, best-error: 133.4252004567812 worst-error: 137.18552183445735 SearchModels iteration 13> population: 16, bsize: 64, queue: 59, observed: 1054, best-error: 130.85681890483156 worst-error: 135.25042226073023 SearchModels iteration 14> population: 16, bsize: 64, queue: 56, observed: 1110, best-error: 130.85681890483156 worst-error: 133.6421485879584 SearchModels iteration 15> population: 16, bsize: 64, queue: 56, observed: 1166, best-error: 128.92473114249248 worst-error: 131.61514864761415 SearchModels iteration 16> population: 16, bsize: 64, queue: 56, observed: 1222, best-error: 128.5082880730794 worst-error: 130.37002525100465 SearchModels iteration 17> population: 16, bsize: 64, queue: 55, observed: 1277, best-error: 127.6942335287531 worst-error: 129.64809139089087 SearchModels iteration 18> population: 16, bsize: 64, queue: 59, observed: 1336, best-error: 127.6942335287531 worst-error: 128.84030955494129 SearchModels iteration 19> population: 16, bsize: 64, queue: 56, observed: 1392, best-error: 127.24862066035529 worst-error: 128.12309710866836 SearchModels iteration 20> population: 16, bsize: 64, queue: 62, observed: 1454, best-error: 127.10553990222327 worst-error: 127.75822653165254 SearchModels iteration 21> population: 16, bsize: 64, queue: 60, observed: 1514, best-error: 127.10553990222327 worst-error: 127.4575627635219 SearchModels iteration 22> population: 16, bsize: 64, queue: 59, observed: 1573, best-error: 126.78867514103487 worst-error: 127.31302826660308 SearchModels iteration 23> population: 16, bsize: 64, queue: 58, observed: 1631, best-error: 126.78867514103487 worst-error: 127.20780841453227 SearchModels iteration 24> population: 16, bsize: 64, queue: 58, observed: 1689, best-error: 126.74641798456948 worst-error: 126.89565363892261 SearchModels iteration 25> population: 16, bsize: 64, queue: 58, observed: 1747, best-error: 126.72348820426335 worst-error: 126.81619784053875 SearchModels iteration 26> population: 16, bsize: 64, queue: 56, observed: 1803, best-error: 126.64437464730396 worst-error: 126.77370844333797 SearchModels iteration 27> population: 16, bsize: 64, queue: 54, observed: 1857, best-error: 126.64437464730396 worst-error: 126.75019275283391 SearchModels iteration 28> population: 16, bsize: 64, queue: 58, observed: 1915, best-error: 126.64437464730396 worst-error: 126.71900755878238 SearchModels iteration 29> population: 16, bsize: 64, queue: 58, observed: 1973, best-error: 126.63811480016248 worst-error: 126.69199731857157 SearchModels iteration 30> population: 16, bsize: 64, queue: 56, observed: 2029, best-error: 126.63811480016248 worst-error: 126.67240905208581 SearchModels iteration 31> population: 16, bsize: 64, queue: 60, observed: 2089, best-error: 126.60523793607493 worst-error: 126.65391197349263 SearchModels iteration 32> population: 16, bsize: 64, queue: 62, observed: 2151, best-error: 126.60523793607493 worst-error: 126.64458530243648 SearchModels iteration 33> population: 16, bsize: 64, queue: 60, observed: 2211, best-error: 126.57392495401297 worst-error: 126.63087492340814 SearchModels iteration 34> population: 16, bsize: 64, queue: 57, observed: 2268, best-error: 126.57392495401297 worst-error: 126.61566309687815 SearchModels iteration 35> population: 16, bsize: 64, queue: 54, observed: 2322, best-error: 126.54056478716375 worst-error: 126.60677908922794 SearchModels iteration 36> population: 16, bsize: 64, queue: 60, observed: 2382, best-error: 126.54056478716375 worst-error: 126.58859937366246 SearchModels iteration 37> population: 16, bsize: 64, queue: 59, observed: 2441, best-error: 126.52326579035301 worst-error: 126.56229610585375 SearchModels iteration 38> population: 16, bsize: 64, queue: 58, observed: 2499, best-error: 126.52326579035301 worst-error: 126.54252463413027 SearchModels iteration 39> population: 16, bsize: 64, queue: 60, observed: 2559, best-error: 126.48625789996717 worst-error: 126.53048522089428 SearchModels iteration 40> population: 16, bsize: 64, queue: 60, observed: 2619, best-error: 126.47756189150901 worst-error: 126.51982618942358 SearchModels iteration 41> population: 16, bsize: 64, queue: 61, observed: 2680, best-error: 126.4569998084238 worst-error: 126.49507608824106 SearchModels iteration 42> population: 16, bsize: 64, queue: 57, observed: 2737, best-error: 126.43226575408836 worst-error: 126.4854089564714 SearchModels iteration 43> population: 16, bsize: 64, queue: 60, observed: 2797, best-error: 126.42161448603551 worst-error: 126.46585696554757 SearchModels iteration 44> population: 16, bsize: 64, queue: 57, observed: 2854, best-error: 126.42161448603551 worst-error: 126.45312251943291 SearchModels iteration 45> population: 16, bsize: 64, queue: 57, observed: 2911, best-error: 126.41881962043368 worst-error: 126.4379015687414 SearchModels iteration 46> population: 16, bsize: 64, queue: 57, observed: 2968, best-error: 126.41777070759085 worst-error: 126.42598210742243 SearchModels iteration 47> population: 16, bsize: 64, queue: 58, observed: 3026, best-error: 126.37912995864006 worst-error: 126.41994433257987 SearchModels iteration 48> population: 16, bsize: 64, queue: 60, observed: 3086, best-error: 126.37854278453683 worst-error: 126.40826958889137 SearchModels iteration 49> population: 16, bsize: 64, queue: 57, observed: 3143, best-error: 126.36849287888948 worst-error: 126.39593708162096 SearchModels iteration 50> population: 16, bsize: 64, queue: 56, observed: 3199, best-error: 126.36849287888948 worst-error: 126.3849486727396 SearchModels iteration 51> population: 16, bsize: 64, queue: 60, observed: 3259, best-error: 126.35199410175694 worst-error: 126.37787247331933 SearchModels iteration 52> population: 16, bsize: 64, queue: 58, observed: 3317, best-error: 126.35152383464282 worst-error: 126.37291120559524 SearchModels iteration 53> population: 16, bsize: 64, queue: 60, observed: 3377, best-error: 126.3508336056654 worst-error: 126.3604879766377 SearchModels iteration 54> population: 16, bsize: 64, queue: 61, observed: 3438, best-error: 126.3233686077506 worst-error: 126.35457248058248 SearchModels iteration 55> population: 16, bsize: 64, queue: 60, observed: 3498, best-error: 126.3233686077506 worst-error: 126.35125087066959 SearchModels iteration 56> population: 16, bsize: 64, queue: 55, observed: 3553, best-error: 126.31389750414812 worst-error: 126.34061549312266 SearchModels iteration 57> population: 16, bsize: 64, queue: 62, observed: 3615, best-error: 126.31389750414812 worst-error: 126.33100679774336 SearchModels iteration 58> population: 16, bsize: 64, queue: 61, observed: 3676, best-error: 126.2954931272658 worst-error: 126.32296468929833 SearchModels iteration 59> population: 16, bsize: 64, queue: 56, observed: 3732, best-error: 126.2954931272658 worst-error: 126.31738168484492 SearchModels iteration 60> population: 16, bsize: 64, queue: 59, observed: 3791, best-error: 126.2954931272658 worst-error: 126.30863344659183 SearchModels iteration 61> population: 16, bsize: 64, queue: 61, observed: 3852, best-error: 126.2940934353915 worst-error: 126.30513256909818 SearchModels iteration 62> population: 16, bsize: 64, queue: 59, observed: 3911, best-error: 126.26815849071725 worst-error: 126.29697210993471 SearchModels iteration 63> population: 16, bsize: 64, queue: 60, observed: 3971, best-error: 126.26226257744914 worst-error: 126.2936307284206 SearchModels iteration 64> population: 16, bsize: 64, queue: 55, observed: 4026, best-error: 126.23506929910934 worst-error: 126.27941593129546 SearchModels iteration 65> population: 16, bsize: 64, queue: 55, observed: 4081, best-error: 126.2228141644367 worst-error: 126.26815849071725 SearchModels iteration 66> population: 16, bsize: 64, queue: 59, observed: 4140, best-error: 126.2135672299001 worst-error: 126.25612874315705 SearchModels iteration 67> population: 16, bsize: 64, queue: 59, observed: 4199, best-error: 126.18103416405215 worst-error: 126.23167958950168 SearchModels iteration 68> population: 16, bsize: 64, queue: 58, observed: 4257, best-error: 126.18103416405215 worst-error: 126.2163929686103 SearchModels iteration 69> population: 16, bsize: 64, queue: 61, observed: 4318, best-error: 126.18103416405215 worst-error: 126.20810043653358 SearchModels iteration 70> population: 16, bsize: 64, queue: 56, observed: 4374, best-error: 126.1554220496012 worst-error: 126.19527498086747 SearchModels iteration 71> population: 16, bsize: 64, queue: 58, observed: 4432, best-error: 126.1551178545598 worst-error: 126.18640403280395 SearchModels iteration 72> population: 16, bsize: 64, queue: 57, observed: 4489, best-error: 126.12492433596815 worst-error: 126.17290052713365 SearchModels iteration 73> population: 16, bsize: 64, queue: 61, observed: 4550, best-error: 126.12492433596815 worst-error: 126.15908924638696 SearchModels iteration 74> population: 16, bsize: 64, queue: 59, observed: 4609, best-error: 126.11878827271777 worst-error: 126.14572825223028 SearchModels iteration 75> population: 16, bsize: 64, queue: 57, observed: 4666, best-error: 126.11545470959832 worst-error: 126.13319949933907 SearchModels iteration 76> population: 16, bsize: 64, queue: 58, observed: 4724, best-error: 126.09130276171284 worst-error: 126.12282010987883 SearchModels iteration 77> population: 16, bsize: 64, queue: 62, observed: 4786, best-error: 126.05893384934153 worst-error: 126.11682351702228 SearchModels iteration 78> population: 16, bsize: 64, queue: 61, observed: 4847, best-error: 126.05893384934153 worst-error: 126.10061306078114 SearchModels iteration 79> population: 16, bsize: 64, queue: 55, observed: 4902, best-error: 126.05893384934153 worst-error: 126.08357318117547 SearchModels iteration 80> population: 16, bsize: 64, queue: 59, observed: 4961, best-error: 126.05893384934153 worst-error: 126.07528497348851 SearchModels iteration 81> population: 16, bsize: 64, queue: 58, observed: 5019, best-error: 126.0402648067238 worst-error: 126.06746174820141 SearchModels iteration 82> population: 16, bsize: 64, queue: 61, observed: 5080, best-error: 126.03697066917348 worst-error: 126.06129516101286 SearchModels iteration 83> population: 16, bsize: 64, queue: 58, observed: 5138, best-error: 126.01544155050061 worst-error: 126.05181712046272 SearchModels iteration 84> population: 16, bsize: 64, queue: 59, observed: 5197, best-error: 126.01544155050061 worst-error: 126.04385544743704 SearchModels iteration 85> population: 16, bsize: 64, queue: 59, observed: 5256, best-error: 126.00239134052973 worst-error: 126.03683761329124 SearchModels iteration 86> population: 16, bsize: 64, queue: 55, observed: 5311, best-error: 126.00239134052973 worst-error: 126.02404355031824 SearchModels iteration 87> population: 16, bsize: 64, queue: 59, observed: 5370, best-error: 125.99575904486508 worst-error: 126.01721531475758 SearchModels iteration 88> population: 16, bsize: 64, queue: 56, observed: 5426, best-error: 125.98803737933818 worst-error: 126.01287583568708 SearchModels iteration 89> population: 16, bsize: 64, queue: 57, observed: 5483, best-error: 125.97791149944062 worst-error: 126.0053531172907 SearchModels iteration 90> population: 16, bsize: 64, queue: 61, observed: 5544, best-error: 125.97791149944062 worst-error: 125.9936573118379 SearchModels iteration 91> population: 16, bsize: 64, queue: 57, observed: 5601, best-error: 125.96449648110891 worst-error: 125.9862182648711 SearchModels iteration 92> population: 16, bsize: 64, queue: 57, observed: 5658, best-error: 125.96372548187892 worst-error: 125.97791149944062 SearchModels iteration 93> population: 16, bsize: 64, queue: 57, observed: 5715, best-error: 125.95282081335098 worst-error: 125.969278552925 SearchModels iteration 94> population: 16, bsize: 64, queue: 55, observed: 5770, best-error: 125.9309817774664 worst-error: 125.9656154865539 SearchModels iteration 95> population: 16, bsize: 64, queue: 62, observed: 5832, best-error: 125.9309817774664 worst-error: 125.95721058100197 SearchModels iteration 96> population: 16, bsize: 64, queue: 61, observed: 5893, best-error: 125.9309817774664 worst-error: 125.94619887758972 SearchModels iteration 97> population: 16, bsize: 64, queue: 60, observed: 5953, best-error: 125.9075289455493 worst-error: 125.93761833311207 SearchModels iteration 98> population: 16, bsize: 64, queue: 55, observed: 6008, best-error: 125.9075289455493 worst-error: 125.92501504259256 SearchModels iteration 99> population: 16, bsize: 64, queue: 55, observed: 6063, best-error: 125.88266981049344 worst-error: 125.91373477970059 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.692801227058765, 0.19602901981876852, 0.5622819431654114, 0.8246533922111716, 0.2592208374353532] 1 => ([0.2782856488327174, -0.9728351713893346, -0.22270560633239384, 0.8439670550769982, 0.2701894099454681] => 125.88266981049344) 2 => ([0.27790820193436566, -0.9815875891678636, -0.22135921272850045, 0.8439670550769969, 0.27018940994546947] => 125.88823216064604) 3 => ([0.27688278614080464, -0.9719908021027152, -0.2221563234751247, 0.8439670550769978, 0.2701894099454686] => 125.89458178377303) 4 => ([0.2768942205885538, -0.9728351713893346, -0.22270560633239384, 0.8439670550769982, 0.2701894099454681] => 125.89509744194855) 5 => ([0.27687135169305555, -0.9711464328160957, -0.22160704061785558, 0.8439670550769972, 0.27018940994546914] => 125.89534434960868) 6 => ([0.2769979531141689, -0.9733476162697605, -0.22106729418376736, 0.8439670550770013, 0.27018940994546514] => 125.89561086032944) 7 => ([0.2767325766533978, -0.9731964050643875, -0.2225816923877163, 0.843967055076998, 0.27018940994546825] => 125.89623633159466) 8 => ([0.27625037272927955, -0.9730913938295476, -0.2218864502580806, 0.8439670550769998, 0.2701894099454666] => 125.9001569368873) 9 => ([0.2762047698528908, -0.9744442025614388, -0.22193389535997982, 0.8439670550769969, 0.27018940994546947] => 125.90047387521408) 10 => ([0.27646976476054874, -0.9685692597679512, -0.2231166578988074, 0.8439670550769982, 0.27018940994546825] => 125.90129536607664) 11 => ([0.2760887287941235, -0.9734526275046005, -0.22176253631340304, 0.8439670550769995, 0.2701894099454668] => 125.90170214587687) 12 => ([0.27763254202400617, -0.9645373050286508, -0.22445449550877136, 0.8439670550769975, 0.2701894099454688] => 125.90208910837325) 13 => ([0.2760772943463744, -0.972608258217981, -0.2212132534561339, 0.8439670550769991, 0.2701894099454673] => 125.9032345111105) 14 => ([0.27585378109864045, -0.9736396869753867, -0.22231975084618683, 0.8439670550769975, 0.2701894099454688] => 125.90366663353696) 15 => ([0.2756807027157353, -0.9731565513638202, -0.22164655404424013, 0.8439670550769969, 0.27018940994546947] => 125.90552338176673) Test Summary: | Total Time SearchModels.jl | 0 5.9s ===== 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: 159, observed: 1133, best-error: 0.49999999999999994 worst-error: 12.519999999999968 SearchModels iteration 2> population: 16, bsize: 32, queue: 150, observed: 1283, best-error: 0.49999999999999994 worst-error: 2.9200000000000186 SearchModels iteration 3> population: 16, bsize: 32, queue: 162, observed: 1445, best-error: 0.10878906250000002 worst-error: 0.7200000000000003 SearchModels iteration 4> population: 16, bsize: 32, queue: 158, observed: 1603, best-error: 0.10878906250000002 worst-error: 0.48297119140625 SearchModels iteration 5> population: 16, bsize: 32, queue: 165, observed: 1768, best-error: 0.10878906250000002 worst-error: 0.28910400390624996 SearchModels iteration 6> population: 16, bsize: 32, queue: 173, observed: 1941, best-error: 0.10000000000000016 worst-error: 0.20077163696289063 SearchModels iteration 7> population: 16, bsize: 32, queue: 166, observed: 2107, best-error: 0.10000000000000016 worst-error: 0.14898681640624994 SearchModels iteration 8> population: 16, bsize: 32, queue: 159, observed: 2266, best-error: 0.0960981845855713 worst-error: 0.1185446840524673 SearchModels iteration 9> population: 16, bsize: 32, queue: 166, observed: 2432, best-error: 0.0960981845855713 worst-error: 0.10819277707487343 SearchModels iteration 10> population: 16, bsize: 32, queue: 170, observed: 2602, best-error: 0.0960981845855713 worst-error: 0.10158809094937164 SearchModels iteration 11> population: 16, bsize: 32, queue: 158, observed: 2760, best-error: 0.09446705877780913 worst-error: 0.09822764879631908 SearchModels iteration 12> population: 16, bsize: 32, queue: 159, observed: 2919, best-error: 0.09437724713236091 worst-error: 0.09567169834874223 SearchModels iteration 13> population: 16, bsize: 32, queue: 161, observed: 3080, best-error: 0.09362956469253729 worst-error: 0.0945070501680403 SearchModels iteration 14> population: 16, bsize: 32, queue: 161, observed: 3241, best-error: 0.09284104406833649 worst-error: 0.09384793242124091 SearchModels iteration 15> population: 16, bsize: 32, queue: 148, observed: 3389, best-error: 0.09284104406833649 worst-error: 0.09329172414027259 SearchModels iteration 16> population: 16, bsize: 32, queue: 136, observed: 3525, best-error: 0.09284104406833649 worst-error: 0.09306313283595104 SearchModels iteration 17> population: 16, bsize: 32, queue: 118, observed: 3643, best-error: 0.09284104406833649 worst-error: 0.0929420022433519 SearchModels iteration 18> population: 16, bsize: 32, queue: 85, observed: 3728, best-error: 0.09284104406833649 worst-error: 0.09288811683654785 SearchModels iteration 19> population: 16, bsize: 32, queue: 91, observed: 3819, best-error: 0.09284104406833649 worst-error: 0.09287025034427644 SearchModels iteration 20> population: 16, bsize: 32, queue: 92, observed: 3911, best-error: 0.09284104406833649 worst-error: 0.09285801742225885 SearchModels iteration 21> population: 16, bsize: 32, queue: 82, observed: 3993, best-error: 0.09284104406833649 worst-error: 0.09285107092000544 SearchModels iteration 22> population: 16, bsize: 32, queue: 91, observed: 4084, best-error: 0.09284104406833649 worst-error: 0.09284684300655499 SearchModels iteration 23> population: 16, bsize: 32, queue: 86, observed: 4170, best-error: 0.09284104406833649 worst-error: 0.0928446186153451 SearchModels iteration 24> population: 16, bsize: 32, queue: 84, observed: 4254, best-error: 0.09284104406833649 worst-error: 0.09284293323071324 SearchModels iteration 25> population: 16, bsize: 32, queue: 76, observed: 4330, best-error: 0.09284104406833649 worst-error: 0.09284210042096674 SearchModels iteration 26> population: 16, bsize: 32, queue: 79, observed: 4409, best-error: 0.09284104406833649 worst-error: 0.09284166690144957 SearchModels iteration 27> population: 16, bsize: 32, queue: 85, observed: 4494, best-error: 0.09284104406833649 worst-error: 0.09284139705829375 SearchModels iteration 28> population: 16, bsize: 32, queue: 89, observed: 4583, best-error: 0.09284104406833649 worst-error: 0.09284126469225384 SearchModels> stop by convergence error=(0.6953125, 0.48320072889328003) => 0.09284116748973759, iter=29 (of 300) 1 => ((0.6953125, 0.48320312499999996) => 0.09284104406833649) 2 => ((0.6953125, 0.48320253491401666) => 0.0928410743565884) 3 => ((0.6953125, 0.48320204615592954) => 0.09284109949655672) 4 => ((0.6953125, 0.4832019448280334) => 0.0928411047144806) 5 => ((0.6953125, 0.483201915025711) => 0.09284110624955488) 6 => ((0.6953125, 0.48320188522338864) => 0.09284110778480681) 7 => ((0.6953125, 0.4832016050815582) => 0.09284112222485774) 8 => ((0.6953125, 0.48320145606994624) => 0.09284112991213078) 9 => ((0.6953125, 0.4832013249397278) => 0.09284113668060456) 10 => ((0.6953125, 0.4832013189792633) => 0.09284113698834418) 11 => ((0.6953125, 0.4832010686397552) => 0.09284114991982406) 12 => ((0.6953125, 0.483200991153717) => 0.09284115392496517) 13 => ((0.6953125, 0.4832009673118591) => 0.09284115515755786) 14 => ((0.6953125, 0.48320086598396295) => 0.09284116039734513) 15 => ((0.6953125, 0.4832007646560669) => 0.09284116563918587) ===== 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: 163, observed: 1133, best-error: 0.8199999999999994 worst-error: 10.899999999999983 SearchModels iteration 2> population: 16, bsize: 32, queue: 148, observed: 1281, best-error: 0.52 worst-error: 2.0 SearchModels iteration 3> population: 16, bsize: 32, queue: 133, observed: 1414, best-error: 0.20312499999999983 worst-error: 0.903125 SearchModels iteration 4> population: 16, bsize: 32, queue: 163, observed: 1577, best-error: 0.10878906250000009 worst-error: 0.5377368164062502 SearchModels iteration 5> population: 16, bsize: 32, queue: 180, observed: 1757, best-error: 0.10878906250000009 worst-error: 0.3133522033691404 SearchModels iteration 6> population: 16, bsize: 32, queue: 170, observed: 1927, best-error: 0.10878906250000009 worst-error: 0.18021011352539112 SearchModels iteration 7> population: 16, bsize: 32, queue: 160, observed: 2087, best-error: 0.08851806640625004 worst-error: 0.12728042602539064 SearchModels iteration 8> population: 16, bsize: 32, queue: 168, observed: 2255, best-error: 0.0850024414062499 worst-error: 0.10878906250000009 SearchModels iteration 9> population: 16, bsize: 32, queue: 148, observed: 2403, best-error: 0.08285400390625 worst-error: 0.09378921508789058 SearchModels iteration 10> population: 16, bsize: 32, queue: 149, observed: 2552, best-error: 0.08285400390625 worst-error: 0.0881313234567643 SearchModels iteration 11> population: 16, bsize: 32, queue: 128, observed: 2680, best-error: 0.08265869140624998 worst-error: 0.08402276579290632 SearchModels iteration 12> population: 16, bsize: 32, queue: 121, observed: 2801, best-error: 0.08265869140624998 worst-error: 0.08308610131280152 SearchModels iteration 13> population: 16, bsize: 32, queue: 99, observed: 2900, best-error: 0.08265869140624998 worst-error: 0.0827593994140625 SearchModels iteration 14> population: 16, bsize: 32, queue: 93, observed: 2993, best-error: 0.08265640258789062 worst-error: 0.08267471313476568 SearchModels iteration 15> population: 16, bsize: 32, queue: 101, observed: 3094, best-error: 0.08265640258789062 worst-error: 0.08266174316406255 SearchModels iteration 16> population: 16, bsize: 32, queue: 90, observed: 3184, best-error: 0.08265625953674322 worst-error: 0.08265811920166015 SearchModels iteration 17> population: 16, bsize: 32, queue: 91, observed: 3275, best-error: 0.08265625953674315 worst-error: 0.08265659332275396 SearchModels iteration 18> population: 16, bsize: 32, queue: 88, observed: 3363, best-error: 0.0826562505960465 worst-error: 0.08265636682510374 SearchModels> stop by convergence error=(0.7124999999999999, 0.5076416015625) => 0.08265627145767218, iter=19 (of 300) 1 => ((0.7125, 0.5076538085937499) => 0.08265625059604643) 2 => ((0.7124999999999999, 0.5076538085937499) => 0.0826562505960465) 3 => ((0.7124999999999999, 0.50765380859375) => 0.0826562505960465) 4 => ((0.7124999999999999, 0.5076538085937501) => 0.0826562505960465) 5 => ((0.7124999999999999, 0.5076599121093749) => 0.08265625134110456) 6 => ((0.7124999999999999, 0.507659912109375) => 0.08265625134110456) 7 => ((0.7124999999999999, 0.507647705078125) => 0.08265625730156904) 8 => ((0.7125, 0.507666015625) => 0.08265625953674315) 9 => ((0.7125, 0.5076660156249999) => 0.08265625953674315) 10 => ((0.7124999999999999, 0.507666015625) => 0.08265625953674322) 11 => ((0.7124999999999999, 0.5076660156249999) => 0.08265625953674322) 12 => ((0.7124999999999999, 0.5076660156250001) => 0.08265625953674322) 13 => ((0.7125, 0.5076416015624999) => 0.08265627145767211) 14 => ((0.7124999999999999, 0.5076416015624998) => 0.08265627145767218) 15 => ((0.7124999999999999, 0.5076416015624999) => 0.08265627145767218) Test Summary: | Total Time SearchModels.jl | 0 2.8s Testing SearchModels tests passed Testing completed after 16.04s PkgEval succeeded after 51.83s