Package evaluation to test SearchModels on Julia 1.14.0-DEV.1621 (4d04bb6b3b*) started at 2026-01-27T22:17:57.865 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 10.04s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [0e966ebe] + SearchModels v0.5.0 Updating `~/.julia/environments/v1.14/Manifest.toml` [34da2185] + Compat v4.18.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [ffbed154] + DocStringExtensions v0.9.5 [92d709cd] + IrrationalConstants v0.2.6 [2ab3a3ac] + LogExpFunctions v0.3.29 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.1 [0e966ebe] + SearchModels v0.5.0 [a2af1166] + SortingAlgorithms v1.2.2 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.13.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [d6f4376e] + Markdown v1.11.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.13.0 [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [4536629a] + OpenBLAS_jll v0.3.30+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [8e850b90] + libblastrampoline_jll v5.15.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 1.02s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 3017.8 ms ✓ SearchModels 1 dependency successfully precompiled in 3 seconds. 30 already precompiled. Precompilation completed after 16.88s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_gt2lwG/Project.toml` [0e966ebe] SearchModels v0.5.0 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_gt2lwG/Manifest.toml` [34da2185] Compat v4.18.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [ffbed154] DocStringExtensions v0.9.5 [92d709cd] IrrationalConstants v0.2.6 [2ab3a3ac] LogExpFunctions v0.3.29 [e1d29d7a] Missings v1.2.0 [bac558e1] OrderedCollections v1.8.1 [0e966ebe] SearchModels v0.5.0 [a2af1166] SortingAlgorithms v1.2.2 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 ⌅ [2913bbd2] StatsBase v0.33.21 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.13.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [fa267f1f] TOML v1.0.3 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [4536629a] OpenBLAS_jll v0.3.30+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [8e850b90] libblastrampoline_jll v5.15.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... SearchModels> search params iter=0, initialpopulation=300, maxpopulation=16, bsize=64, mutbsize=32, crossbsize=32 SearchModels iteration 1> population: 16, bsize: 64, queue: 57, observed: 357, best-error: 54360.47818205852 worst-error: 933309.2441525802 SearchModels iteration 2> population: 16, bsize: 64, queue: 58, observed: 415, best-error: 46346.600793866244 worst-error: 392490.92745414074 SearchModels iteration 3> population: 16, bsize: 64, queue: 56, observed: 471, best-error: 6586.958052613909 worst-error: 68146.8904275459 SearchModels iteration 4> population: 16, bsize: 64, queue: 59, observed: 530, best-error: 2784.911331659685 worst-error: 14362.430425673865 SearchModels iteration 5> population: 16, bsize: 64, queue: 59, observed: 589, best-error: 497.47152100415553 worst-error: 2623.2754296947187 SearchModels iteration 6> population: 16, bsize: 64, queue: 60, observed: 649, best-error: 450.205701451016 worst-error: 646.5674617878342 SearchModels iteration 7> population: 16, bsize: 64, queue: 61, observed: 710, best-error: 398.1216986244607 worst-error: 473.14062437329903 SearchModels iteration 8> population: 16, bsize: 64, queue: 58, observed: 768, best-error: 368.6842039972944 worst-error: 429.0123647403639 SearchModels iteration 9> population: 16, bsize: 64, queue: 58, observed: 826, best-error: 366.1383232977586 worst-error: 404.04954788809147 SearchModels iteration 10> population: 16, bsize: 64, queue: 58, observed: 884, best-error: 362.4499585788771 worst-error: 381.8885708119395 SearchModels iteration 11> population: 16, bsize: 64, queue: 58, observed: 942, best-error: 351.93106188966993 worst-error: 368.6842039972944 SearchModels iteration 12> population: 16, bsize: 64, queue: 61, observed: 1003, best-error: 350.26277877631634 worst-error: 361.3157659479734 SearchModels iteration 13> population: 16, bsize: 64, queue: 60, observed: 1063, best-error: 350.16063291716995 worst-error: 355.631623800815 SearchModels iteration 14> population: 16, bsize: 64, queue: 57, observed: 1120, best-error: 345.0770964949629 worst-error: 353.31692561593275 SearchModels iteration 15> population: 16, bsize: 64, queue: 57, observed: 1177, best-error: 343.80293851153954 worst-error: 351.39399995659187 SearchModels iteration 16> population: 16, bsize: 64, queue: 58, observed: 1235, best-error: 342.20444401767844 worst-error: 347.8721010859296 SearchModels iteration 17> population: 16, bsize: 64, queue: 55, observed: 1290, best-error: 342.20444401767844 worst-error: 344.30020934694664 SearchModels iteration 18> population: 16, bsize: 64, queue: 60, observed: 1350, best-error: 341.24814956928344 worst-error: 343.09393668289044 SearchModels iteration 19> population: 16, bsize: 64, queue: 56, observed: 1406, best-error: 339.8856036363054 worst-error: 342.22411564197864 SearchModels iteration 20> population: 16, bsize: 64, queue: 57, observed: 1463, best-error: 339.8617611104885 worst-error: 341.24814956928344 SearchModels iteration 21> population: 16, bsize: 64, queue: 58, observed: 1521, best-error: 339.49418231115317 worst-error: 340.54319682204283 SearchModels iteration 22> population: 16, bsize: 64, queue: 56, observed: 1577, best-error: 339.3610592340188 worst-error: 339.9891479665869 SearchModels iteration 23> population: 16, bsize: 64, queue: 62, observed: 1639, best-error: 339.31742506100693 worst-error: 339.70304136904315 SearchModels iteration 24> population: 16, bsize: 64, queue: 55, observed: 1694, best-error: 338.8005078035669 worst-error: 339.45260666939106 SearchModels iteration 25> population: 16, bsize: 64, queue: 59, observed: 1753, best-error: 338.8005078035669 worst-error: 339.1916864561732 SearchModels iteration 26> population: 16, bsize: 64, queue: 57, observed: 1810, best-error: 338.72079818115145 worst-error: 339.02125310613155 SearchModels iteration 27> population: 16, bsize: 64, queue: 58, observed: 1868, best-error: 338.60402056055904 worst-error: 338.8569588369706 SearchModels iteration 28> population: 16, bsize: 64, queue: 60, observed: 1928, best-error: 338.29068073921957 worst-error: 338.6708469415903 SearchModels iteration 29> population: 16, bsize: 64, queue: 60, observed: 1988, best-error: 338.25748383485274 worst-error: 338.5778282631998 SearchModels iteration 30> population: 16, bsize: 64, queue: 57, observed: 2045, best-error: 337.9241759571695 worst-error: 338.396924528932 SearchModels iteration 31> population: 16, bsize: 64, queue: 57, observed: 2102, best-error: 337.9241759571695 worst-error: 338.29068073921957 SearchModels iteration 32> population: 16, bsize: 64, queue: 56, observed: 2158, best-error: 337.9241759571695 worst-error: 338.1886491326853 SearchModels iteration 33> population: 16, bsize: 64, queue: 61, observed: 2219, best-error: 337.6231299475815 worst-error: 338.07384552273663 SearchModels iteration 34> population: 16, bsize: 64, queue: 62, observed: 2281, best-error: 337.25860656356747 worst-error: 337.95809222596984 SearchModels iteration 35> population: 16, bsize: 64, queue: 60, observed: 2341, best-error: 336.915450918425 worst-error: 337.7708475925084 SearchModels iteration 36> population: 16, bsize: 64, queue: 61, observed: 2402, best-error: 336.915450918425 worst-error: 337.5722555041479 SearchModels iteration 37> population: 16, bsize: 64, queue: 54, observed: 2456, best-error: 336.6433403362001 worst-error: 337.40028374154093 SearchModels iteration 38> population: 16, bsize: 64, queue: 57, observed: 2513, best-error: 336.6433403362001 worst-error: 337.2046490865293 SearchModels iteration 39> population: 16, bsize: 64, queue: 61, observed: 2574, best-error: 336.60681942064514 worst-error: 337.00688484962444 SearchModels iteration 40> population: 16, bsize: 64, queue: 58, observed: 2632, best-error: 336.5566905330138 worst-error: 336.7968930812824 SearchModels iteration 41> population: 16, bsize: 64, queue: 59, observed: 2691, best-error: 336.5566905330138 worst-error: 336.6924074263258 SearchModels iteration 42> population: 16, bsize: 64, queue: 61, observed: 2752, best-error: 336.5566905330138 worst-error: 336.63368211594883 SearchModels iteration 43> population: 16, bsize: 64, queue: 60, observed: 2812, best-error: 336.55639975265814 worst-error: 336.5915726768554 SearchModels iteration 44> population: 16, bsize: 64, queue: 60, observed: 2872, best-error: 336.31512386268344 worst-error: 336.5686123796254 SearchModels iteration 45> population: 16, bsize: 64, queue: 63, observed: 2935, best-error: 336.31512386268344 worst-error: 336.5468030031117 SearchModels iteration 46> population: 16, bsize: 64, queue: 59, observed: 2994, best-error: 336.1765040256728 worst-error: 336.43533611376847 SearchModels iteration 47> population: 16, bsize: 64, queue: 57, observed: 3051, best-error: 336.1765040256728 worst-error: 336.3218296187206 SearchModels iteration 48> population: 16, bsize: 64, queue: 59, observed: 3110, best-error: 336.14417074648344 worst-error: 336.24858267119697 SearchModels iteration 49> population: 16, bsize: 64, queue: 58, observed: 3168, best-error: 335.94912073883165 worst-error: 336.20612593301496 SearchModels iteration 50> population: 16, bsize: 64, queue: 59, observed: 3227, best-error: 335.9304007623951 worst-error: 336.1460003653808 SearchModels iteration 51> population: 16, bsize: 64, queue: 57, observed: 3284, best-error: 335.791971500414 worst-error: 336.03723147447937 SearchModels iteration 52> population: 16, bsize: 64, queue: 55, observed: 3339, best-error: 335.791971500414 worst-error: 335.969907796586 SearchModels iteration 53> population: 16, bsize: 64, queue: 59, observed: 3398, best-error: 335.7172627248227 worst-error: 335.8772081841768 SearchModels iteration 54> population: 16, bsize: 64, queue: 59, observed: 3457, best-error: 335.60900307671363 worst-error: 335.8113378087074 SearchModels iteration 55> population: 16, bsize: 64, queue: 61, observed: 3518, best-error: 335.4242820404686 worst-error: 335.7067030776681 SearchModels iteration 56> population: 16, bsize: 64, queue: 59, observed: 3577, best-error: 335.3080405253062 worst-error: 335.6166906612767 SearchModels iteration 57> population: 16, bsize: 64, queue: 60, observed: 3637, best-error: 335.3080405253062 worst-error: 335.5331133012663 SearchModels iteration 58> population: 16, bsize: 64, queue: 57, observed: 3694, best-error: 335.3080405253062 worst-error: 335.4047796787006 SearchModels iteration 59> population: 16, bsize: 64, queue: 59, observed: 3753, best-error: 335.2883309364837 worst-error: 335.3677750755427 SearchModels iteration 60> population: 16, bsize: 64, queue: 59, observed: 3812, best-error: 335.127577752829 worst-error: 335.3091778377887 SearchModels iteration 61> population: 16, bsize: 64, queue: 57, observed: 3869, best-error: 335.127577752829 worst-error: 335.28642143909343 SearchModels iteration 62> population: 16, bsize: 64, queue: 62, observed: 3931, best-error: 335.127577752829 worst-error: 335.20271883184796 SearchModels iteration 63> population: 16, bsize: 64, queue: 61, observed: 3992, best-error: 334.96538471813705 worst-error: 335.15784198379333 SearchModels iteration 64> population: 16, bsize: 64, queue: 60, observed: 4052, best-error: 334.96538471813705 worst-error: 335.12481562559134 SearchModels iteration 65> population: 16, bsize: 64, queue: 57, observed: 4109, best-error: 334.92662965923205 worst-error: 335.0577930819799 SearchModels iteration 66> population: 16, bsize: 64, queue: 57, observed: 4166, best-error: 334.74271240019704 worst-error: 335.0091419794419 SearchModels iteration 67> population: 16, bsize: 64, queue: 58, observed: 4224, best-error: 334.74271240019704 worst-error: 334.97072926960584 SearchModels iteration 68> population: 16, bsize: 64, queue: 57, observed: 4281, best-error: 334.74271240019704 worst-error: 334.9062907576367 SearchModels iteration 69> population: 16, bsize: 64, queue: 58, observed: 4339, best-error: 334.74271240019704 worst-error: 334.8507168444231 SearchModels iteration 70> population: 16, bsize: 64, queue: 59, observed: 4398, best-error: 334.7311639790569 worst-error: 334.80644849649866 SearchModels iteration 71> population: 16, bsize: 64, queue: 63, observed: 4461, best-error: 334.5575036562894 worst-error: 334.75733736641627 SearchModels iteration 72> population: 16, bsize: 64, queue: 56, observed: 4517, best-error: 334.52653559362915 worst-error: 334.67075572371516 SearchModels iteration 73> population: 16, bsize: 64, queue: 60, observed: 4577, best-error: 334.5012810817249 worst-error: 334.60255899176866 SearchModels iteration 74> population: 16, bsize: 64, queue: 59, observed: 4636, best-error: 334.4602991980803 worst-error: 334.57830734926284 SearchModels iteration 75> population: 16, bsize: 64, queue: 61, observed: 4697, best-error: 334.34556700460803 worst-error: 334.5436928253037 SearchModels iteration 76> population: 16, bsize: 64, queue: 59, observed: 4756, best-error: 334.3332488508348 worst-error: 334.48448497437033 SearchModels iteration 77> population: 16, bsize: 64, queue: 60, observed: 4816, best-error: 334.3332488508348 worst-error: 334.4171324548793 SearchModels iteration 78> population: 16, bsize: 64, queue: 58, observed: 4874, best-error: 334.3332488508348 worst-error: 334.3748044118975 SearchModels iteration 79> population: 16, bsize: 64, queue: 60, observed: 4934, best-error: 334.3332488508348 worst-error: 334.3579984731488 SearchModels iteration 80> population: 16, bsize: 64, queue: 60, observed: 4994, best-error: 334.22800081822504 worst-error: 334.34902119290047 SearchModels iteration 81> population: 16, bsize: 64, queue: 61, observed: 5055, best-error: 334.22800081822504 worst-error: 334.3332488508348 SearchModels iteration 82> population: 16, bsize: 64, queue: 59, observed: 5114, best-error: 334.1113021499962 worst-error: 334.280181015295 SearchModels iteration 83> population: 16, bsize: 64, queue: 57, observed: 5171, best-error: 334.1113021499962 worst-error: 334.242611589422 SearchModels iteration 84> population: 16, bsize: 64, queue: 60, observed: 5231, best-error: 334.1113021499962 worst-error: 334.1906413782045 SearchModels iteration 85> population: 16, bsize: 64, queue: 58, observed: 5289, best-error: 334.08474041185076 worst-error: 334.16863311785215 SearchModels iteration 86> population: 16, bsize: 64, queue: 58, observed: 5347, best-error: 334.0281348131 worst-error: 334.12368989463096 SearchModels iteration 87> population: 16, bsize: 64, queue: 58, observed: 5405, best-error: 333.930046078823 worst-error: 334.079755853749 SearchModels iteration 88> population: 16, bsize: 64, queue: 58, observed: 5463, best-error: 333.82791690705244 worst-error: 334.0469607456827 SearchModels iteration 89> population: 16, bsize: 64, queue: 56, observed: 5519, best-error: 333.82791690705244 worst-error: 333.98130802041146 SearchModels iteration 90> population: 16, bsize: 64, queue: 59, observed: 5578, best-error: 333.7733606158745 worst-error: 333.9369179978925 SearchModels iteration 91> population: 16, bsize: 64, queue: 57, observed: 5635, best-error: 333.7733606158745 worst-error: 333.87988661453886 SearchModels iteration 92> population: 16, bsize: 64, queue: 57, observed: 5692, best-error: 333.7733606158745 worst-error: 333.840054936108 SearchModels iteration 93> population: 16, bsize: 64, queue: 58, observed: 5750, best-error: 333.76271145065994 worst-error: 333.81157587760015 SearchModels iteration 94> population: 16, bsize: 64, queue: 57, observed: 5807, best-error: 333.7438620443268 worst-error: 333.78922237810195 SearchModels iteration 95> population: 16, bsize: 64, queue: 61, observed: 5868, best-error: 333.6591812549741 worst-error: 333.77699643051284 SearchModels iteration 96> population: 16, bsize: 64, queue: 60, observed: 5928, best-error: 333.63242163073267 worst-error: 333.74605142426117 SearchModels iteration 97> population: 16, bsize: 64, queue: 56, observed: 5984, best-error: 330.8204574416894 worst-error: 333.70716058338365 SearchModels iteration 98> population: 16, bsize: 64, queue: 58, observed: 6042, best-error: 305.221288364939 worst-error: 333.63242163073267 SearchModels iteration 99> population: 16, bsize: 64, queue: 59, observed: 6101, best-error: 303.97488189095714 worst-error: 306.3880728267649 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.29066072555741107, 0.9235929989818324, 0.8304074589136807, 0.9653266652483196, 0.2836841063845523] 1 => ([-0.6036933834852003, -0.49040710200612975, -0.45207522571768677, 0.9877363509461417, 0.3002376824798044] => 303.962945884513) 2 => ([-0.6130410394067703, -0.49945480776690454, -0.4516134874047746, 0.9877363509461417, 0.3002219714550802] => 303.97488189095714) 3 => ([-0.619171449800838, -0.49945480776690454, -0.4516134874047746, 0.9877363509461417, 0.3002219714550802] => 304.10152023139466) 4 => ([-0.6104438848279288, -0.4982173560731714, -0.4524440592251443, 0.9877363509461417, 0.3002297476188326] => 304.27843806080307) 5 => ([-0.6080069600356528, -0.49712857478385175, -0.4530465759619343, 0.9877363509461417, 0.30023760313119474] => 304.48941703622836) 6 => ([-0.6078467302490872, -0.49697990437943823, -0.453274631045514, 0.9877363509461417, 0.300237523782585] => 304.58239582906305) 7 => ([-0.60790133484611, -0.4954266573934584, -0.4533173791995505, 0.9877363509461417, 0.300237523782585] => 304.5952705056414) 8 => ([-0.6093787515183646, -0.49686962860908934, -0.4532527867924311, 0.9877363509461417, 0.3002298269674423] => 304.595728170016) 9 => ([-0.6072747758379098, -0.4968324382130752, -0.4537458590546948, 0.9877363509461417, 0.3002298269674423] => 304.7635205152242) 10 => ([-0.6054098054568113, -0.4958911230901186, -0.45387714778230404, 0.9877363509461417, 0.3002453792949471] => 304.7935517664204) 11 => ([-0.6073478758582986, -0.4958368735407849, -0.4542734002940204, 0.9877363509461417, 0.30023760313119474] => 304.99473950162206) 12 => ([-0.6029728806645354, -0.494802341800799, -0.454479664519094, 0.9877363509461417, 0.30025323480730925] => 305.00487955354225) 13 => ([-0.6046776212590681, -0.4955949865193421, -0.4545764308750645, 0.9877363509461417, 0.30023760313119474] => 305.06873361989636) 14 => ([-0.6047049235575795, -0.4948183630263522, -0.4545978049520828, 0.9877363509461417, 0.30023760313119474] => 305.0753327848607) 15 => ([-0.606842105822109, -0.4960935544345142, -0.45469937324271437, 0.9877363509461417, 0.30023760313119474] => 305.1687906019433) Test Summary: | Total Time SearchModels.jl | 0 6.5s ===== 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: 170, observed: 1138, best-error: 0.8199999999999975 worst-error: 15.700000000000001 SearchModels iteration 2> population: 16, bsize: 32, queue: 168, observed: 1306, best-error: 0.09999999999999976 worst-error: 4.0 SearchModels iteration 3> population: 16, bsize: 32, queue: 170, observed: 1476, best-error: 0.09999999999999976 worst-error: 1.1531250000000028 SearchModels iteration 4> population: 16, bsize: 32, queue: 179, observed: 1655, best-error: 0.008789062499999735 worst-error: 0.48691406249999947 SearchModels iteration 5> population: 16, bsize: 32, queue: 162, observed: 1817, best-error: 0.008789062499999735 worst-error: 0.13437271118164126 SearchModels iteration 6> population: 16, bsize: 32, queue: 169, observed: 1986, best-error: 0.0001586914062500014 worst-error: 0.01921326637268042 SearchModels iteration 7> population: 16, bsize: 32, queue: 173, observed: 2159, best-error: 0.0001586914062500014 worst-error: 0.005978432297706776 SearchModels iteration 8> population: 16, bsize: 32, queue: 182, observed: 2341, best-error: 0.0001586914062500014 worst-error: 0.002875912822783044 SearchModels iteration 9> population: 16, bsize: 32, queue: 178, observed: 2519, best-error: 0.0001586914062500014 worst-error: 0.0015593051910401166 SearchModels iteration 10> population: 16, bsize: 32, queue: 178, observed: 2697, best-error: 0.0001586914062500014 worst-error: 0.00097816955531016 SearchModels iteration 11> population: 16, bsize: 32, queue: 172, observed: 2869, best-error: 0.0001586914062500014 worst-error: 0.0006390706100500713 SearchModels iteration 12> population: 16, bsize: 32, queue: 178, observed: 3047, best-error: 0.0001586914062500014 worst-error: 0.00045293942735047073 SearchModels iteration 13> population: 16, bsize: 32, queue: 180, observed: 3227, best-error: 0.0001586914062500014 worst-error: 0.0002949755663576132 SearchModels iteration 14> population: 16, bsize: 32, queue: 185, observed: 3412, best-error: 0.0001586914062500014 worst-error: 0.00023604215306533607 SearchModels iteration 15> population: 16, bsize: 32, queue: 175, observed: 3587, best-error: 0.0001586914062500014 worst-error: 0.0002051017817766977 SearchModels iteration 16> population: 16, bsize: 32, queue: 179, observed: 3766, best-error: 0.0001586914062500014 worst-error: 0.00019178487586603933 SearchModels iteration 17> population: 16, bsize: 32, queue: 184, observed: 3950, best-error: 0.0001586914062500014 worst-error: 0.0001817411721276563 SearchModels iteration 18> population: 16, bsize: 32, queue: 174, observed: 4124, best-error: 0.0001586914062500014 worst-error: 0.00017196426429660295 SearchModels iteration 19> population: 16, bsize: 32, queue: 169, observed: 4293, best-error: 0.0001586914062500014 worst-error: 0.00016647875308989572 SearchModels iteration 20> population: 16, bsize: 32, queue: 165, observed: 4458, best-error: 0.00015691891312599087 worst-error: 0.00016201835094379287 SearchModels iteration 21> population: 16, bsize: 32, queue: 158, observed: 4616, best-error: 0.00015632212162017668 worst-error: 0.00015923718546752231 SearchModels iteration 22> population: 16, bsize: 32, queue: 163, observed: 4779, best-error: 0.00015625880623701863 worst-error: 0.0001577475877372176 SearchModels iteration 23> population: 16, bsize: 32, queue: 165, observed: 4944, best-error: 0.00015625763116986367 worst-error: 0.00015688693412222956 SearchModels iteration 24> population: 16, bsize: 32, queue: 141, observed: 5085, best-error: 0.00015625763116986367 worst-error: 0.00015652609312141294 SearchModels iteration 25> population: 16, bsize: 32, queue: 115, observed: 5200, best-error: 0.00015625001051375765 worst-error: 0.00015636371681466505 SearchModels> stop by convergence error=(1.0125, 1.0251729488372803) => 0.00015627788511665022, iter=26 (of 300) 1 => ((1.0125, 1.0251559257507323) => 0.00015625001051375765) 2 => ((1.0125, 1.025157642364502) => 0.00015625019386788952) 3 => ((1.0125, 1.0251604557037353) => 0.00015625176879438977) 4 => ((1.0125, 1.0251621723175048) => 0.00015625350738446173) 5 => ((1.0125, 1.025164222717285) => 0.00015625635642208959) 6 => ((1.0125, 1.0251649856567382) => 0.00015625763116986367) 7 => ((1.0125, 1.0251468658447265) => 0.00015625880623701863) 8 => ((1.0125, 1.0251662254333496) => 0.00015625995092705008) 9 => ((1.0125, 1.0251667022705078) => 0.00015626092499587566) 10 => ((1.0125, 1.0251673221588133) => 0.0001562622592700777) 11 => ((1.0125, 1.0251684188842773) => 0.00015626480817445445) 12 => ((1.0125, 1.025168752670288) => 0.00015626563167643183) 13 => ((1.0125, 1.0251718521118163) => 0.00015627434258931166) 14 => ((1.0125, 1.0251721858978269) => 0.0001562753952839538) 15 => ((1.0125, 1.0251725196838377) => 0.00015627647026121683) ===== 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: 156, observed: 1135, best-error: 0.02000000000000048 worst-error: 24.09999999999999 SearchModels iteration 2> population: 16, bsize: 32, queue: 168, observed: 1303, best-error: 0.02000000000000048 worst-error: 1.853125 SearchModels iteration 3> population: 16, bsize: 32, queue: 165, observed: 1468, best-error: 0.00066406249999998 worst-error: 0.25691406249999915 SearchModels iteration 4> population: 16, bsize: 32, queue: 171, observed: 1639, best-error: 0.0001586914062500014 worst-error: 0.0506640625 SearchModels iteration 5> population: 16, bsize: 32, queue: 168, observed: 1807, best-error: 0.0 worst-error: 0.010351562500000251 SearchModels iteration 6> population: 16, bsize: 32, queue: 163, observed: 1970, best-error: 0.0 worst-error: 0.0006640624999999994 SearchModels iteration 7> population: 16, bsize: 32, queue: 160, observed: 2130, best-error: 0.0 worst-error: 8.866310119628208e-5 SearchModels iteration 8> population: 16, bsize: 32, queue: 150, observed: 2280, best-error: 0.0 worst-error: 5.496181547642181e-6 SearchModels iteration 9> population: 16, bsize: 32, queue: 136, observed: 2416, best-error: 0.0 worst-error: 2.4420022964473943e-6 SearchModels iteration 10> population: 16, bsize: 32, queue: 140, observed: 2556, best-error: 0.0 worst-error: 3.433345409574952e-7 SearchModels iteration 11> population: 16, bsize: 32, queue: 145, observed: 2701, best-error: 0.0 worst-error: 8.583142516724819e-8 SearchModels> stop by convergence error=(1.0001464843749999, 1.0002929687500002) => 2.1457718162268814e-8, iter=12 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.0, 0.9999999999999999) => 1.232595164407831e-30) 3 => ((0.9999999999999999, 1.0) => 4.942706609275402e-30) 4 => ((1.000048828125, 1.00009765625) => 2.3841863594454512e-9) 5 => ((0.999951171875, 0.99990234375) => 2.384186359445504e-9) 6 => ((0.999951171875, 0.9999023437499999) => 2.384186359445557e-9) 7 => ((0.9999511718749999, 0.9999023437500001) => 2.3841863594561876e-9) 8 => ((0.9999511718749999, 0.9999023437499999) => 2.3841863594562935e-9) 9 => ((1.00009765625, 1.0001953125) => 9.536752258991764e-9) 10 => ((1.00009765625, 1.0001953124999998) => 9.536752258992187e-9) 11 => ((0.9999023437500001, 0.9998046875) => 9.53675225899261e-9) 12 => ((0.99990234375, 0.9998046875) => 9.53675225901387e-9) 13 => ((0.99990234375, 0.9998046874999998) => 9.536752259014083e-9) 14 => ((0.9999023437499999, 0.9998046875000001) => 9.536752259034921e-9) 15 => ((0.9999023437499999, 0.9998046875) => 9.536752259035133e-9) Test Summary: | Total Time SearchModels.jl | 0 2.2s Testing SearchModels tests passed Testing completed after 15.45s PkgEval succeeded after 53.28s