Package evaluation to test SearchModels on Julia 1.14.0-DEV.2058 (afc71c255e*) started at 2026-04-19T14:34:01.554 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 14.85s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [0e966ebe] + SearchModels v0.5.1 Updating `~/.julia/environments/v1.14/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.19.4 [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 [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 v0.34.10 [56f22d72] + Artifacts v1.11.0 [8ba89e20] + Distributed v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [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 [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 Installation completed after 1.62s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling project... 3.2 s ✓ SearchModels 1 dependency successfully precompiled in 3 seconds. 27 already precompiled. Precompilation completed after 25.42s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_mGTe3q/Project.toml` [0e966ebe] SearchModels v0.5.1 [2913bbd2] StatsBase v0.34.10 [8ba89e20] Distributed v1.11.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_mGTe3q/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.19.4 [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 [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 v0.34.10 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 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 [8dfed614] Test 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 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: 157435.09868226317 worst-error: 955978.9791168754 SearchModels iteration 2> population: 16, bsize: 64, queue: 58, observed: 416, best-error: 1201.1278660383311 worst-error: 190384.55977012325 SearchModels iteration 3> population: 16, bsize: 64, queue: 59, observed: 475, best-error: 1201.1278660383311 worst-error: 28066.177222012207 SearchModels iteration 4> population: 16, bsize: 64, queue: 60, observed: 535, best-error: 162.49305001504285 worst-error: 4142.908185562383 SearchModels iteration 5> population: 16, bsize: 64, queue: 59, observed: 594, best-error: 70.79454790512497 worst-error: 416.1816958289626 SearchModels iteration 6> population: 16, bsize: 64, queue: 59, observed: 653, best-error: 5.435218948411611 worst-error: 98.43295753186293 SearchModels iteration 7> population: 16, bsize: 64, queue: 59, observed: 712, best-error: 3.5128869967850065 worst-error: 12.119100943557978 SearchModels iteration 8> population: 16, bsize: 64, queue: 57, observed: 769, best-error: 2.0873219155456875 worst-error: 4.5865792576533675 SearchModels iteration 9> population: 16, bsize: 64, queue: 62, observed: 831, best-error: 2.0873219155456875 worst-error: 2.7867581601079476 SearchModels iteration 10> population: 16, bsize: 64, queue: 54, observed: 885, best-error: 1.89729204425303 worst-error: 2.360203231952484 SearchModels iteration 11> population: 16, bsize: 64, queue: 60, observed: 945, best-error: 1.815352203670779 worst-error: 2.0873219155456875 SearchModels iteration 12> population: 16, bsize: 64, queue: 58, observed: 1003, best-error: 1.6611055640665375 worst-error: 1.9713591317904877 SearchModels iteration 13> population: 16, bsize: 64, queue: 61, observed: 1064, best-error: 1.6611055640665375 worst-error: 1.9017934472137963 SearchModels iteration 14> population: 16, bsize: 64, queue: 61, observed: 1125, best-error: 1.5619687894935137 worst-error: 1.7952741907627414 SearchModels iteration 15> population: 16, bsize: 64, queue: 60, observed: 1185, best-error: 1.5619687894935137 worst-error: 1.6672363016475538 SearchModels iteration 16> population: 16, bsize: 64, queue: 57, observed: 1242, best-error: 1.5513349105810086 worst-error: 1.5982099414714068 SearchModels iteration 17> population: 16, bsize: 64, queue: 57, observed: 1299, best-error: 1.4828889696278569 worst-error: 1.5691130311977253 SearchModels iteration 18> population: 16, bsize: 64, queue: 58, observed: 1357, best-error: 1.4457651550021378 worst-error: 1.5474885686128819 SearchModels iteration 19> population: 16, bsize: 64, queue: 61, observed: 1418, best-error: 1.4457651550021378 worst-error: 1.5123848145848355 SearchModels iteration 20> population: 16, bsize: 64, queue: 62, observed: 1480, best-error: 1.4421613135424474 worst-error: 1.4768954400534302 SearchModels iteration 21> population: 16, bsize: 64, queue: 60, observed: 1540, best-error: 1.4388933964088375 worst-error: 1.4521814968805222 SearchModels iteration 22> population: 16, bsize: 64, queue: 54, observed: 1594, best-error: 1.4216932888811264 worst-error: 1.4431851541119953 SearchModels iteration 23> population: 16, bsize: 64, queue: 61, observed: 1655, best-error: 1.4049735664103116 worst-error: 1.4350032385605829 SearchModels iteration 24> population: 16, bsize: 64, queue: 62, observed: 1717, best-error: 1.4049735664103116 worst-error: 1.4286912808722307 SearchModels iteration 25> population: 16, bsize: 64, queue: 58, observed: 1775, best-error: 1.4049735664103116 worst-error: 1.418148005056981 SearchModels iteration 26> population: 16, bsize: 64, queue: 56, observed: 1831, best-error: 1.4049735664103116 worst-error: 1.4105869534898303 SearchModels iteration 27> population: 16, bsize: 64, queue: 58, observed: 1889, best-error: 1.4011383532695543 worst-error: 1.4066945210648234 SearchModels iteration 28> population: 16, bsize: 64, queue: 59, observed: 1948, best-error: 1.4011383532695543 worst-error: 1.404783659296895 SearchModels iteration 29> population: 16, bsize: 64, queue: 59, observed: 2007, best-error: 1.3898668690028897 worst-error: 1.403166198703247 SearchModels iteration 30> population: 16, bsize: 64, queue: 59, observed: 2066, best-error: 1.3898668690028897 worst-error: 1.4022575161545834 SearchModels iteration 31> population: 16, bsize: 64, queue: 56, observed: 2122, best-error: 1.3804522856216883 worst-error: 1.395518597580059 SearchModels iteration 32> population: 16, bsize: 64, queue: 57, observed: 2179, best-error: 1.379860384391319 worst-error: 1.3851763959922283 SearchModels iteration 33> population: 16, bsize: 64, queue: 63, observed: 2242, best-error: 1.3707338499237725 worst-error: 1.3822885144810624 SearchModels iteration 34> population: 16, bsize: 64, queue: 63, observed: 2305, best-error: 1.3563315186644112 worst-error: 1.3802835516271126 SearchModels iteration 35> population: 16, bsize: 64, queue: 61, observed: 2366, best-error: 1.3563315186644112 worst-error: 1.3669707429377924 SearchModels iteration 36> population: 16, bsize: 64, queue: 59, observed: 2425, best-error: 1.3563315186644112 worst-error: 1.3616231458901673 SearchModels iteration 37> population: 16, bsize: 64, queue: 56, observed: 2481, best-error: 1.3442833291259089 worst-error: 1.3582839392635127 SearchModels iteration 38> population: 16, bsize: 64, queue: 60, observed: 2541, best-error: 1.3442833291259089 worst-error: 1.3567399306951395 SearchModels iteration 39> population: 16, bsize: 64, queue: 57, observed: 2598, best-error: 1.3386885993955127 worst-error: 1.3494861323215588 SearchModels iteration 40> population: 16, bsize: 64, queue: 58, observed: 2656, best-error: 1.3363464712367412 worst-error: 1.3468747344818748 SearchModels iteration 41> population: 16, bsize: 64, queue: 61, observed: 2717, best-error: 1.3363464712367412 worst-error: 1.3443167817372537 SearchModels iteration 42> population: 16, bsize: 64, queue: 55, observed: 2772, best-error: 1.3343198114443091 worst-error: 1.340413334741574 SearchModels iteration 43> population: 16, bsize: 64, queue: 58, observed: 2830, best-error: 1.3280359382967073 worst-error: 1.338060542759606 SearchModels iteration 44> population: 16, bsize: 64, queue: 62, observed: 2892, best-error: 1.3192707900036482 worst-error: 1.3356326107631658 SearchModels iteration 45> population: 16, bsize: 64, queue: 62, observed: 2954, best-error: 1.3192707900036482 worst-error: 1.3328634682496885 SearchModels iteration 46> population: 16, bsize: 64, queue: 56, observed: 3010, best-error: 1.3192707900036482 worst-error: 1.328986571273646 SearchModels iteration 47> population: 16, bsize: 64, queue: 58, observed: 3068, best-error: 1.3146297878674287 worst-error: 1.3255060212743695 SearchModels iteration 48> population: 16, bsize: 64, queue: 59, observed: 3127, best-error: 1.3126604035313199 worst-error: 1.3221567839258848 SearchModels iteration 49> population: 16, bsize: 64, queue: 60, observed: 3187, best-error: 1.3126604035313199 worst-error: 1.3176245053587317 SearchModels iteration 50> population: 16, bsize: 64, queue: 58, observed: 3245, best-error: 1.3077892097111836 worst-error: 1.3141996935528668 SearchModels iteration 51> population: 16, bsize: 64, queue: 59, observed: 3304, best-error: 1.3066328072805722 worst-error: 1.310063239009053 SearchModels iteration 52> population: 16, bsize: 64, queue: 55, observed: 3359, best-error: 1.3055317000079443 worst-error: 1.3076425355782273 SearchModels iteration 53> population: 16, bsize: 64, queue: 62, observed: 3421, best-error: 1.3055317000079443 worst-error: 1.306831750760332 SearchModels iteration 54> population: 16, bsize: 64, queue: 57, observed: 3478, best-error: 1.299341532887477 worst-error: 1.306137522421404 SearchModels iteration 55> population: 16, bsize: 64, queue: 61, observed: 3539, best-error: 1.299341532887477 worst-error: 1.3059352134063789 SearchModels iteration 56> population: 16, bsize: 64, queue: 57, observed: 3596, best-error: 1.299341532887477 worst-error: 1.303772941476451 SearchModels iteration 57> population: 16, bsize: 64, queue: 58, observed: 3654, best-error: 1.2948181250028834 worst-error: 1.3019368385826156 SearchModels iteration 58> population: 16, bsize: 64, queue: 57, observed: 3711, best-error: 1.294530212803118 worst-error: 1.3004382642232784 SearchModels iteration 59> population: 16, bsize: 64, queue: 58, observed: 3769, best-error: 1.2915266248936101 worst-error: 1.298285726990943 SearchModels iteration 60> population: 16, bsize: 64, queue: 62, observed: 3831, best-error: 1.2901462786637463 worst-error: 1.2961495676342998 SearchModels iteration 61> population: 16, bsize: 64, queue: 60, observed: 3891, best-error: 1.2887160397790982 worst-error: 1.2937458919870113 SearchModels iteration 62> population: 16, bsize: 64, queue: 55, observed: 3946, best-error: 1.286940373801701 worst-error: 1.2911780567722284 SearchModels iteration 63> population: 16, bsize: 64, queue: 54, observed: 4000, best-error: 1.285690527545519 worst-error: 1.2899203686361176 SearchModels iteration 64> population: 16, bsize: 64, queue: 60, observed: 4060, best-error: 1.285690527545519 worst-error: 1.2890882820007918 SearchModels iteration 65> population: 16, bsize: 64, queue: 58, observed: 4118, best-error: 1.285690527545519 worst-error: 1.2878036262544343 SearchModels iteration 66> population: 16, bsize: 64, queue: 55, observed: 4173, best-error: 1.282957553826781 worst-error: 1.287308862267917 SearchModels iteration 67> population: 16, bsize: 64, queue: 61, observed: 4234, best-error: 1.28147393320615 worst-error: 1.2860007377682066 SearchModels iteration 68> population: 16, bsize: 64, queue: 58, observed: 4292, best-error: 1.2797791217385992 worst-error: 1.2838399419556443 SearchModels iteration 69> population: 16, bsize: 64, queue: 55, observed: 4347, best-error: 1.276287804098341 worst-error: 1.2812183499744005 SearchModels iteration 70> population: 16, bsize: 64, queue: 59, observed: 4406, best-error: 1.276287804098341 worst-error: 1.2797949368800026 SearchModels iteration 71> population: 16, bsize: 64, queue: 58, observed: 4464, best-error: 1.2749639527810204 worst-error: 1.2773816499418167 SearchModels iteration 72> population: 16, bsize: 64, queue: 57, observed: 4521, best-error: 1.2736027581094311 worst-error: 1.2764090332309017 SearchModels iteration 73> population: 16, bsize: 64, queue: 55, observed: 4576, best-error: 1.272139111957918 worst-error: 1.2747572455802045 SearchModels iteration 74> population: 16, bsize: 64, queue: 55, observed: 4631, best-error: 1.270006383914533 worst-error: 1.2731695016272142 SearchModels iteration 75> population: 16, bsize: 64, queue: 58, observed: 4689, best-error: 1.2685880494504382 worst-error: 1.2720306874593292 SearchModels iteration 76> population: 16, bsize: 64, queue: 59, observed: 4748, best-error: 1.2661189225517708 worst-error: 1.2700886226088124 SearchModels iteration 77> population: 16, bsize: 64, queue: 54, observed: 4802, best-error: 1.265366974589376 worst-error: 1.2683157088000883 SearchModels iteration 78> population: 16, bsize: 64, queue: 53, observed: 4855, best-error: 1.2649317205901924 worst-error: 1.2663611542507827 SearchModels iteration 79> population: 16, bsize: 64, queue: 59, observed: 4914, best-error: 1.2638959304344703 worst-error: 1.2655589391336697 SearchModels iteration 80> population: 16, bsize: 64, queue: 53, observed: 4967, best-error: 1.2636562459683895 worst-error: 1.2648065825747872 SearchModels iteration 81> population: 16, bsize: 64, queue: 61, observed: 5028, best-error: 1.261337709383335 worst-error: 1.2640210244327237 SearchModels iteration 82> population: 16, bsize: 64, queue: 58, observed: 5086, best-error: 1.261337709383335 worst-error: 1.2637047318404884 SearchModels iteration 83> population: 16, bsize: 64, queue: 56, observed: 5142, best-error: 1.2593616253140316 worst-error: 1.2624723848969652 SearchModels iteration 84> population: 16, bsize: 64, queue: 56, observed: 5198, best-error: 1.2574497527622042 worst-error: 1.261337709383335 SearchModels iteration 85> population: 16, bsize: 64, queue: 59, observed: 5257, best-error: 1.2563984491000477 worst-error: 1.259421866285982 SearchModels iteration 86> population: 16, bsize: 64, queue: 61, observed: 5318, best-error: 1.2542802879667323 worst-error: 1.2578369515172185 SearchModels iteration 87> population: 16, bsize: 64, queue: 60, observed: 5378, best-error: 1.2542802879667323 worst-error: 1.2565869153662947 SearchModels iteration 88> population: 16, bsize: 64, queue: 58, observed: 5436, best-error: 1.253541834582486 worst-error: 1.2555189843618957 SearchModels iteration 89> population: 16, bsize: 64, queue: 61, observed: 5497, best-error: 1.2531190735787805 worst-error: 1.2542817187769033 SearchModels iteration 90> population: 16, bsize: 64, queue: 62, observed: 5559, best-error: 1.2524761487038798 worst-error: 1.253660854279064 SearchModels iteration 91> population: 16, bsize: 64, queue: 62, observed: 5621, best-error: 1.2508558440244746 worst-error: 1.2529808927417032 SearchModels iteration 92> population: 16, bsize: 64, queue: 62, observed: 5683, best-error: 1.2508109273803445 worst-error: 1.2525873578737132 SearchModels iteration 93> population: 16, bsize: 64, queue: 58, observed: 5741, best-error: 1.2494375002245663 worst-error: 1.2515229108209478 SearchModels iteration 94> population: 16, bsize: 64, queue: 60, observed: 5801, best-error: 1.2494375002245663 worst-error: 1.2508558440244746 SearchModels iteration 95> population: 16, bsize: 64, queue: 57, observed: 5858, best-error: 1.2494375002245663 worst-error: 1.2504563979918872 SearchModels iteration 96> population: 16, bsize: 64, queue: 59, observed: 5917, best-error: 1.247832994604019 worst-error: 1.2499050087932828 SearchModels iteration 97> population: 16, bsize: 64, queue: 61, observed: 5978, best-error: 1.2459628138932666 worst-error: 1.2492508965164866 SearchModels iteration 98> population: 16, bsize: 64, queue: 57, observed: 6035, best-error: 1.2459628138932666 worst-error: 1.2483516427506502 SearchModels iteration 99> population: 16, bsize: 64, queue: 57, observed: 6092, best-error: 1.2449763782040038 worst-error: 1.2475528793537318 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.007136295434563955, 0.06803639039795883, 0.2399457065071937, 0.8159337854547865, 0.30348472795747927] 1 => ([0.9215559596195894, 0.42867198471128376, 0.1681622859288173, 0.8099098949282542, 0.30426194322301925] => 1.2449763782040038) 2 => ([0.9285460312520124, 0.4304586085163248, 0.1681445883284003, 0.8099098949282556, 0.30426194322301947] => 1.2458059464073592) 3 => ([0.9290824005239, 0.43311941555932015, 0.16807902528816251, 0.8099098949282533, 0.3042619432230192] => 1.2458205261846498) 4 => ([0.9291715662178238, 0.4328416358590319, 0.16808444007987622, 0.8099098949282536, 0.30426194322301925] => 1.2458251019635753) 5 => ([0.930864605676353, 0.4330020047588725, 0.1681622859288173, 0.8099098949282542, 0.30426194322301925] => 1.2459628138932666) 6 => ([0.9297590458680083, 0.4304482382111953, 0.16814042316509176, 0.809909894928255, 0.30426194322301936] => 1.2460356139645998) 7 => ([0.9300096207497957, 0.43075681028515783, 0.16812336300434677, 0.8099098949282539, 0.30426194322301925] => 1.2460658969568692) 8 => ([0.9309120987684792, 0.435188883570786, 0.1681622859288173, 0.8099098949282542, 0.30426194322301925] => 1.2461223018747967) 9 => ([0.9332003542803943, 0.4326236185401192, 0.1681445883284003, 0.8099098949282556, 0.30426194322301947] => 1.2464396679275458) 10 => ([0.9215559596195894, 0.42867198471128376, 0.16984390878810546, 0.8099098949282542, 0.30426194322301925] => 1.2464457695446791) 11 => ([0.9339264937658445, 0.4322080342582756, 0.1681817195371959, 0.8099098949282582, 0.3042619432230198] => 1.246531746372239) 12 => ([0.9332478473725205, 0.4348104973520327, 0.1681445883284003, 0.8099098949282556, 0.30426194322301947] => 1.2465436038681998) 13 => ([0.9309595918606055, 0.43737576238269954, 0.1681622859288173, 0.8099098949282542, 0.30426194322301925] => 1.2466038119227467) 14 => ([0.9342727044342952, 0.43263437220868595, 0.16815118757284292, 0.8099098949282559, 0.3042619432230195] => 1.2466313072274282) 15 => ([0.9340051588396898, 0.4326422175716643, 0.168117173923794, 0.809909894928255, 0.30426194322301936] => 1.246642313603905) Test Summary: | Total Time SearchModels.jl | 0 6.7s ===== 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: 161, observed: 1134, best-error: 0.10000000000000016 worst-error: 18.500000000000004 SearchModels iteration 2> population: 16, bsize: 32, queue: 159, observed: 1293, best-error: 0.10000000000000016 worst-error: 2.9000000000000004 SearchModels iteration 3> population: 16, bsize: 32, queue: 159, observed: 1452, best-error: 0.10000000000000016 worst-error: 0.5194140625000038 SearchModels iteration 4> population: 16, bsize: 32, queue: 173, observed: 1625, best-error: 0.10000000000000016 worst-error: 0.31941406250000165 SearchModels iteration 5> population: 16, bsize: 32, queue: 179, observed: 1804, best-error: 0.004958648681640621 worst-error: 0.2105102539062491 SearchModels iteration 6> population: 16, bsize: 32, queue: 175, observed: 1979, best-error: 0.004958648681640621 worst-error: 0.14902405738830368 SearchModels iteration 7> population: 16, bsize: 32, queue: 172, observed: 2151, best-error: 0.004958648681640621 worst-error: 0.10566406250000004 SearchModels iteration 8> population: 16, bsize: 32, queue: 183, observed: 2334, best-error: 0.004958648681640621 worst-error: 0.06347656250000039 SearchModels iteration 9> population: 16, bsize: 32, queue: 178, observed: 2512, best-error: 0.004958648681640621 worst-error: 0.02928652707487358 SearchModels iteration 10> population: 16, bsize: 32, queue: 179, observed: 2691, best-error: 0.004958648681640621 worst-error: 0.01989794917637487 SearchModels iteration 11> population: 16, bsize: 32, queue: 186, observed: 2877, best-error: 0.004958648681640621 worst-error: 0.0133394330390728 SearchModels iteration 12> population: 16, bsize: 32, queue: 180, observed: 3057, best-error: 0.004958648681640621 worst-error: 0.010236283803824325 SearchModels iteration 13> population: 16, bsize: 32, queue: 170, observed: 3227, best-error: 0.004958648681640621 worst-error: 0.00837012937074159 SearchModels iteration 14> population: 16, bsize: 32, queue: 175, observed: 3402, best-error: 0.004958648681640621 worst-error: 0.007121658829782458 SearchModels iteration 15> population: 16, bsize: 32, queue: 176, observed: 3578, best-error: 0.004958648681640621 worst-error: 0.006437010878880792 SearchModels iteration 16> population: 16, bsize: 32, queue: 173, observed: 3751, best-error: 0.004958648681640621 worst-error: 0.005808613143224153 SearchModels iteration 17> population: 16, bsize: 32, queue: 179, observed: 3930, best-error: 0.004958648681640621 worst-error: 0.0054774546393925 SearchModels iteration 18> population: 16, bsize: 32, queue: 162, observed: 4092, best-error: 0.004958648681640621 worst-error: 0.005218208777392712 SearchModels iteration 19> population: 16, bsize: 32, queue: 173, observed: 4265, best-error: 0.0048367584124207556 worst-error: 0.0050631178701293494 SearchModels iteration 20> population: 16, bsize: 32, queue: 158, observed: 4423, best-error: 0.0048367584124207556 worst-error: 0.004958648681640621 SearchModels iteration 21> population: 16, bsize: 32, queue: 156, observed: 4579, best-error: 0.004827805014792795 worst-error: 0.004899453467399999 SearchModels iteration 22> population: 16, bsize: 32, queue: 157, observed: 4736, best-error: 0.004814797521248695 worst-error: 0.00486228534867885 SearchModels iteration 23> population: 16, bsize: 32, queue: 165, observed: 4901, best-error: 0.004814797521248695 worst-error: 0.004841950476805077 SearchModels iteration 24> population: 16, bsize: 32, queue: 141, observed: 5042, best-error: 0.0048145113828103984 worst-error: 0.004824065193496429 SearchModels iteration 25> population: 16, bsize: 32, queue: 100, observed: 5142, best-error: 0.0048145113828103984 worst-error: 0.004815884828042824 SearchModels iteration 26> population: 16, bsize: 32, queue: 86, observed: 5228, best-error: 0.0048145113828103984 worst-error: 0.004814551389309763 SearchModels> stop by convergence error=(1.069308686256409, 1.14375) => 0.0048145137151074085, iter=27 (of 300) 1 => ((1.0693109035491943, 1.14375) => 0.004814511366967098) 2 => ((1.0693111419677734, 1.14375) => 0.0048145113828103984) 3 => ((1.069310712814331, 1.14375) => 0.00481451139180684) 4 => ((1.0693106651306152, 1.14375) => 0.004814511403227098) 5 => ((1.0693115949630738, 1.14375) => 0.004814511556457387) 6 => ((1.06930992603302, 1.14375) => 0.004814511846749207) 7 => ((1.0693120479583742, 1.14375) => 0.004814511918197661) 8 => ((1.069312334060669, 1.14375) => 0.004814512243577638) 9 => ((1.0693094730377197, 1.14375) => 0.0048145123660754035) 10 => ((1.069309425354004, 1.14375) => 0.004814512431682978) 11 => ((1.069312572479248, 1.14375) => 0.004814512572041477) 12 => ((1.0693092346191406, 1.14375) => 0.004814512714954482) 13 => ((1.069309186935425, 1.14375) => 0.004814512790982661) 14 => ((1.0693131208419802, 1.14375) => 0.004814513525241319) 15 => ((1.0693087339401246, 1.14375) => 0.0048145136171959604) ===== 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: 167, observed: 1141, best-error: 0.3200000000000003 worst-error: 16.000000000000004 SearchModels iteration 2> population: 16, bsize: 32, queue: 148, observed: 1289, best-error: 0.07312499999999986 worst-error: 1.7999999999999998 SearchModels iteration 3> population: 16, bsize: 32, queue: 166, observed: 1455, best-error: 0.0031249999999999776 worst-error: 0.52 SearchModels iteration 4> population: 16, bsize: 32, queue: 169, observed: 1624, best-error: 0.0031249999999999776 worst-error: 0.18250000000000008 SearchModels iteration 5> population: 16, bsize: 32, queue: 170, observed: 1794, best-error: 0.0031249999999999776 worst-error: 0.07312500000000031 SearchModels iteration 6> population: 16, bsize: 32, queue: 164, observed: 1958, best-error: 0.0031249999999999776 worst-error: 0.03668212890625 SearchModels iteration 7> population: 16, bsize: 32, queue: 178, observed: 2136, best-error: 0.0031249999999999776 worst-error: 0.023511973023414505 SearchModels iteration 8> population: 16, bsize: 32, queue: 180, observed: 2316, best-error: 0.0031249999999999776 worst-error: 0.01586914062499981 SearchModels iteration 9> population: 16, bsize: 32, queue: 179, observed: 2495, best-error: 0.0012127310037613145 worst-error: 0.008811142481863352 SearchModels iteration 10> population: 16, bsize: 32, queue: 180, observed: 2675, best-error: 0.0 worst-error: 0.0024190969415940336 SearchModels iteration 11> population: 16, bsize: 32, queue: 182, observed: 2857, best-error: 0.0 worst-error: 0.00044394377619028796 SearchModels iteration 12> population: 16, bsize: 32, queue: 189, observed: 3046, best-error: 0.0 worst-error: 7.774573052300942e-5 SearchModels iteration 13> population: 16, bsize: 32, queue: 184, observed: 3230, best-error: 0.0 worst-error: 9.659827529158308e-6 SearchModels iteration 14> population: 16, bsize: 32, queue: 186, observed: 3416, best-error: 0.0 worst-error: 7.725358682366102e-7 SearchModels iteration 15> population: 16, bsize: 32, queue: 185, observed: 3601, best-error: 0.0 worst-error: 1.0764889911059305e-7 SearchModels> stop by convergence error=(0.9999694824218751, 0.999951171875) => 1.5830210118004452e-8, iter=16 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((0.99998779296875, 0.9999755859375) => 1.4901161416000258e-10) 3 => ((1.0000244140624999, 1.0000488281250002) => 5.960464832744965e-10) 4 => ((0.9999755859375, 0.999951171875) => 5.960464832799572e-10) 5 => ((0.999932861328125, 0.99986572265625) => 4.5076032929888385e-9) 6 => ((1.0000732421874998, 1.000146484375) => 5.364420907456729e-9) 7 => ((0.999908447265625, 0.99981689453125) => 8.381910197169384e-9) 8 => ((1.000091552734375, 1.00018310546875) => 8.381910197169384e-9) 9 => ((1.0001037597656248, 1.00020751953125) => 1.0766100553384151e-8) 10 => ((0.999896240234375, 0.99979248046875) => 1.0766100553430948e-8) 11 => ((1.0001098632812502, 1.0002197265625) => 1.2069955135403319e-8) 12 => ((1.0001220703125, 1.000244140625) => 1.490118339830815e-8) 13 => ((0.99998779296875, 0.9999877929687501) => 1.5049809010582315e-8) 14 => ((1.0000183105468752, 1.000048828125) => 1.523561878598791e-8) 15 => ((0.999981689453125, 0.9999755859375) => 1.5235618786521862e-8) Test Summary: | Total Time SearchModels.jl | 0 2.5s Testing SearchModels tests passed Testing completed after 18.92s PkgEval succeeded after 70.62s