Package evaluation to test SearchModels on Julia 1.14.0-DEV.1699 (993b392fda*) started at 2026-02-13T22:51:49.384 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 10.92s ################################################################################ # 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 To see why use `status --outdated -m` Installation completed after 1.14s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 2946.0 ms ✓ SearchModels 1 dependency successfully precompiled in 3 seconds. 30 already precompiled. Precompilation completed after 18.31s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_kIAyTH/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_kIAyTH/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: 60, observed: 360, best-error: 7978.606113237295 worst-error: 1.6884139844547368e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 56, observed: 416, best-error: 7978.606113237295 worst-error: 121530.43051946687 SearchModels iteration 3> population: 16, bsize: 64, queue: 62, observed: 478, best-error: 935.8081558134635 worst-error: 18209.40997672943 SearchModels iteration 4> population: 16, bsize: 64, queue: 61, observed: 539, best-error: 935.8081558134635 worst-error: 5924.210063451407 SearchModels iteration 5> population: 16, bsize: 64, queue: 62, observed: 601, best-error: 76.52390184920506 worst-error: 1479.6624084527245 SearchModels iteration 6> population: 16, bsize: 64, queue: 61, observed: 662, best-error: 76.52390184920506 worst-error: 311.29717755190643 SearchModels iteration 7> population: 16, bsize: 64, queue: 58, observed: 720, best-error: 42.05432056487148 worst-error: 89.52201311762819 SearchModels iteration 8> population: 16, bsize: 64, queue: 57, observed: 777, best-error: 41.42283758398232 worst-error: 54.29265405412579 SearchModels iteration 9> population: 16, bsize: 64, queue: 61, observed: 838, best-error: 41.4034496599182 worst-error: 45.017115301272824 SearchModels iteration 10> population: 16, bsize: 64, queue: 58, observed: 896, best-error: 34.1119438541488 worst-error: 42.06379143597088 SearchModels iteration 11> population: 16, bsize: 64, queue: 62, observed: 958, best-error: 27.17986047444834 worst-error: 38.87129098848968 SearchModels iteration 12> population: 16, bsize: 64, queue: 61, observed: 1019, best-error: 26.804886535853242 worst-error: 34.812511719879836 SearchModels iteration 13> population: 16, bsize: 64, queue: 60, observed: 1079, best-error: 26.804886535853242 worst-error: 30.08438757896401 SearchModels iteration 14> population: 16, bsize: 64, queue: 60, observed: 1139, best-error: 25.51002069290491 worst-error: 27.92565537777297 SearchModels iteration 15> population: 16, bsize: 64, queue: 60, observed: 1199, best-error: 25.51002069290491 worst-error: 26.70469854614824 SearchModels iteration 16> population: 16, bsize: 64, queue: 60, observed: 1259, best-error: 25.484319278012467 worst-error: 25.885987747028654 SearchModels iteration 17> population: 16, bsize: 64, queue: 61, observed: 1320, best-error: 25.267554249332736 worst-error: 25.61789409761214 SearchModels iteration 18> population: 16, bsize: 64, queue: 61, observed: 1381, best-error: 25.230712061042293 worst-error: 25.474109012019994 SearchModels iteration 19> population: 16, bsize: 64, queue: 58, observed: 1439, best-error: 25.10113012690143 worst-error: 25.373000082376716 SearchModels iteration 20> population: 16, bsize: 64, queue: 52, observed: 1491, best-error: 25.10113012690143 worst-error: 25.28803214116836 SearchModels iteration 21> population: 16, bsize: 64, queue: 59, observed: 1550, best-error: 25.10113012690143 worst-error: 25.247885235583407 SearchModels iteration 22> population: 16, bsize: 64, queue: 60, observed: 1610, best-error: 25.10113012690143 worst-error: 25.18667781585051 SearchModels iteration 23> population: 16, bsize: 64, queue: 53, observed: 1663, best-error: 25.10113012690143 worst-error: 25.15604771895988 SearchModels iteration 24> population: 16, bsize: 64, queue: 59, observed: 1722, best-error: 25.10113012690143 worst-error: 25.139382545702233 SearchModels iteration 25> population: 16, bsize: 64, queue: 58, observed: 1780, best-error: 24.964498028999536 worst-error: 25.125266060537253 SearchModels iteration 26> population: 16, bsize: 64, queue: 60, observed: 1840, best-error: 24.955289984495305 worst-error: 25.11314610433387 SearchModels iteration 27> population: 16, bsize: 64, queue: 54, observed: 1894, best-error: 24.95284209669708 worst-error: 25.040781775913196 SearchModels iteration 28> population: 16, bsize: 64, queue: 55, observed: 1949, best-error: 24.95284209669708 worst-error: 25.000569444031154 SearchModels iteration 29> population: 16, bsize: 64, queue: 59, observed: 2008, best-error: 24.864323258113483 worst-error: 24.976853947974107 SearchModels iteration 30> population: 16, bsize: 64, queue: 59, observed: 2067, best-error: 24.827890991584855 worst-error: 24.964258512072977 SearchModels iteration 31> population: 16, bsize: 64, queue: 63, observed: 2130, best-error: 24.758671856855567 worst-error: 24.937857992131455 SearchModels iteration 32> population: 16, bsize: 64, queue: 56, observed: 2186, best-error: 24.758671856855567 worst-error: 24.882375398557556 SearchModels iteration 33> population: 16, bsize: 64, queue: 58, observed: 2244, best-error: 24.758671856855567 worst-error: 24.84159376159349 SearchModels iteration 34> population: 16, bsize: 64, queue: 61, observed: 2305, best-error: 24.758671856855567 worst-error: 24.819402506117942 SearchModels iteration 35> population: 16, bsize: 64, queue: 57, observed: 2362, best-error: 24.70910145859122 worst-error: 24.800108822234055 SearchModels iteration 36> population: 16, bsize: 64, queue: 63, observed: 2425, best-error: 24.691406443336806 worst-error: 24.780343498166435 SearchModels iteration 37> population: 16, bsize: 64, queue: 53, observed: 2478, best-error: 24.676613531362968 worst-error: 24.756435433010616 SearchModels iteration 38> population: 16, bsize: 64, queue: 56, observed: 2534, best-error: 24.676613531362968 worst-error: 24.731566837950268 SearchModels iteration 39> population: 16, bsize: 64, queue: 60, observed: 2594, best-error: 24.676613531362968 worst-error: 24.711429172285445 SearchModels iteration 40> population: 16, bsize: 64, queue: 58, observed: 2652, best-error: 24.62562128819825 worst-error: 24.69803455169782 SearchModels iteration 41> population: 16, bsize: 64, queue: 58, observed: 2710, best-error: 24.617904809851293 worst-error: 24.68836946538972 SearchModels iteration 42> population: 16, bsize: 64, queue: 59, observed: 2769, best-error: 24.617760738120097 worst-error: 24.67017171088827 SearchModels iteration 43> population: 16, bsize: 64, queue: 59, observed: 2828, best-error: 24.559818440581722 worst-error: 24.63955129389539 SearchModels iteration 44> population: 16, bsize: 64, queue: 55, observed: 2883, best-error: 24.559818440581722 worst-error: 24.618039324725657 SearchModels iteration 45> population: 16, bsize: 64, queue: 54, observed: 2937, best-error: 24.52036017346348 worst-error: 24.60321209419816 SearchModels iteration 46> population: 16, bsize: 64, queue: 61, observed: 2998, best-error: 24.52036017346348 worst-error: 24.58861898674723 SearchModels iteration 47> population: 16, bsize: 64, queue: 61, observed: 3059, best-error: 24.513600077475584 worst-error: 24.574180505534834 SearchModels iteration 48> population: 16, bsize: 64, queue: 58, observed: 3117, best-error: 24.486989110650025 worst-error: 24.549400780986407 SearchModels iteration 49> population: 16, bsize: 64, queue: 57, observed: 3174, best-error: 24.47717157337452 worst-error: 24.51927852567091 SearchModels iteration 50> population: 16, bsize: 64, queue: 59, observed: 3233, best-error: 24.4201114914915 worst-error: 24.502535054122347 SearchModels iteration 51> population: 16, bsize: 64, queue: 60, observed: 3293, best-error: 24.4201114914915 worst-error: 24.48814188616832 SearchModels iteration 52> population: 16, bsize: 64, queue: 61, observed: 3354, best-error: 24.406461911932148 worst-error: 24.459159353449433 SearchModels iteration 53> population: 16, bsize: 64, queue: 60, observed: 3414, best-error: 24.399214601712558 worst-error: 24.440266750936757 SearchModels iteration 54> population: 16, bsize: 64, queue: 56, observed: 3470, best-error: 24.378699605498493 worst-error: 24.42442587928009 SearchModels iteration 55> population: 16, bsize: 64, queue: 60, observed: 3530, best-error: 24.36452683069163 worst-error: 24.406461911932148 SearchModels iteration 56> population: 16, bsize: 64, queue: 59, observed: 3589, best-error: 24.338466347222425 worst-error: 24.378652961555634 SearchModels iteration 57> population: 16, bsize: 64, queue: 59, observed: 3648, best-error: 24.338466347222425 worst-error: 24.36645838487945 SearchModels iteration 58> population: 16, bsize: 64, queue: 59, observed: 3707, best-error: 24.314221100057242 worst-error: 24.351104598116322 SearchModels iteration 59> population: 16, bsize: 64, queue: 56, observed: 3763, best-error: 24.294233638634932 worst-error: 24.34155909962964 SearchModels iteration 60> population: 16, bsize: 64, queue: 57, observed: 3820, best-error: 24.294233638634932 worst-error: 24.330795914353263 SearchModels iteration 61> population: 16, bsize: 64, queue: 57, observed: 3877, best-error: 24.294233638634932 worst-error: 24.318257323488464 SearchModels iteration 62> population: 16, bsize: 64, queue: 58, observed: 3935, best-error: 24.294233638634932 worst-error: 24.30681687307417 SearchModels iteration 63> population: 16, bsize: 64, queue: 59, observed: 3994, best-error: 24.294233638634932 worst-error: 24.301701150116948 SearchModels iteration 64> population: 16, bsize: 64, queue: 60, observed: 4054, best-error: 24.259844953498263 worst-error: 24.29742578612174 SearchModels iteration 65> population: 16, bsize: 64, queue: 56, observed: 4110, best-error: 24.254506670368528 worst-error: 24.295602598390527 SearchModels iteration 66> population: 16, bsize: 64, queue: 55, observed: 4165, best-error: 24.254506670368528 worst-error: 24.27818308623416 SearchModels iteration 67> population: 16, bsize: 64, queue: 60, observed: 4225, best-error: 24.23961646899378 worst-error: 24.27151970670004 SearchModels iteration 68> population: 16, bsize: 64, queue: 57, observed: 4282, best-error: 24.23961646899378 worst-error: 24.261764286235596 SearchModels iteration 69> population: 16, bsize: 64, queue: 62, observed: 4344, best-error: 24.21882955725061 worst-error: 24.25642755817325 SearchModels iteration 70> population: 16, bsize: 64, queue: 59, observed: 4403, best-error: 24.21882955725061 worst-error: 24.24935145351065 SearchModels iteration 71> population: 16, bsize: 64, queue: 55, observed: 4458, best-error: 24.213256956019297 worst-error: 24.23990554954163 SearchModels iteration 72> population: 16, bsize: 64, queue: 55, observed: 4513, best-error: 24.20581481429978 worst-error: 24.231721679624325 SearchModels iteration 73> population: 16, bsize: 64, queue: 58, observed: 4571, best-error: 24.20581481429978 worst-error: 24.224369162412472 SearchModels iteration 74> population: 16, bsize: 64, queue: 59, observed: 4630, best-error: 24.20581481429978 worst-error: 24.218744728720154 SearchModels iteration 75> population: 16, bsize: 64, queue: 58, observed: 4688, best-error: 24.20581481429978 worst-error: 24.21499178116774 SearchModels iteration 76> population: 16, bsize: 64, queue: 55, observed: 4743, best-error: 24.20581481429978 worst-error: 24.212782220650336 SearchModels iteration 77> population: 16, bsize: 64, queue: 59, observed: 4802, best-error: 24.18189340643324 worst-error: 24.210888797027792 SearchModels iteration 78> population: 16, bsize: 64, queue: 59, observed: 4861, best-error: 24.180239683100773 worst-error: 24.20834557839487 SearchModels iteration 79> population: 16, bsize: 64, queue: 58, observed: 4919, best-error: 24.16166798822256 worst-error: 24.194224242055096 SearchModels iteration 80> population: 16, bsize: 64, queue: 60, observed: 4979, best-error: 24.152996309976135 worst-error: 24.18467274546023 SearchModels iteration 81> population: 16, bsize: 64, queue: 59, observed: 5038, best-error: 24.152996309976135 worst-error: 24.17835057121134 SearchModels iteration 82> population: 16, bsize: 64, queue: 57, observed: 5095, best-error: 24.152996309976135 worst-error: 24.172154450090638 SearchModels iteration 83> population: 16, bsize: 64, queue: 57, observed: 5152, best-error: 24.152996309976135 worst-error: 24.16634147214124 SearchModels iteration 84> population: 16, bsize: 64, queue: 57, observed: 5209, best-error: 24.13754448121807 worst-error: 24.163661536416626 SearchModels iteration 85> population: 16, bsize: 64, queue: 59, observed: 5268, best-error: 24.131932872927955 worst-error: 24.159209875270854 SearchModels iteration 86> population: 16, bsize: 64, queue: 59, observed: 5327, best-error: 24.131932872927955 worst-error: 24.151663968025634 SearchModels iteration 87> population: 16, bsize: 64, queue: 62, observed: 5389, best-error: 24.131932872927955 worst-error: 24.142315113332597 SearchModels iteration 88> population: 16, bsize: 64, queue: 55, observed: 5444, best-error: 24.111664436934777 worst-error: 24.13763455796651 SearchModels iteration 89> population: 16, bsize: 64, queue: 59, observed: 5503, best-error: 24.104541790056214 worst-error: 24.13473418590031 SearchModels iteration 90> population: 16, bsize: 64, queue: 57, observed: 5560, best-error: 24.087343256882242 worst-error: 24.123703631173928 SearchModels iteration 91> population: 16, bsize: 64, queue: 60, observed: 5620, best-error: 24.087343256882242 worst-error: 24.112889313198846 SearchModels iteration 92> population: 16, bsize: 64, queue: 55, observed: 5675, best-error: 24.078149302572573 worst-error: 24.10630017705546 SearchModels iteration 93> population: 16, bsize: 64, queue: 61, observed: 5736, best-error: 24.073886734163143 worst-error: 24.100716217261464 SearchModels iteration 94> population: 16, bsize: 64, queue: 63, observed: 5799, best-error: 24.055542444164068 worst-error: 24.090599993818266 SearchModels iteration 95> population: 16, bsize: 64, queue: 60, observed: 5859, best-error: 24.055542444164068 worst-error: 24.08177055147462 SearchModels iteration 96> population: 16, bsize: 64, queue: 58, observed: 5917, best-error: 24.055542444164068 worst-error: 24.073153977212804 SearchModels iteration 97> population: 16, bsize: 64, queue: 56, observed: 5973, best-error: 24.055542444164068 worst-error: 24.06802444010994 SearchModels iteration 98> population: 16, bsize: 64, queue: 61, observed: 6034, best-error: 24.04163397364611 worst-error: 24.065073667735845 SearchModels iteration 99> population: 16, bsize: 64, queue: 61, observed: 6095, best-error: 24.038264415287742 worst-error: 24.06086224211928 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.08321179208645124, 0.26126165631447174, 0.7942713111261501, 0.5548024584488185, 0.44791397475522543] 1 => ([-0.083997691798023, -0.18609796397537567, 0.44852526856061753, 0.5594375632940944, 0.4527384491445923] => 24.034963006233045) 2 => ([-0.08483766871600322, -0.18609796397537567, 0.44852526856061753, 0.5594375632940944, 0.4527384491445923] => 24.038264415287742) 3 => ([-0.08484615333133637, -0.18609796397537567, 0.44852526856061753, 0.5594375632940944, 0.4527384491445923] => 24.038297770052854) 4 => ([-0.08569638343642841, -0.18600950201900043, 0.4485240675779999, 0.5594375632940944, 0.4527384491445923] => 24.04065203335659) 5 => ([-0.08569461486464973, -0.18609796397537567, 0.44852526856061753, 0.5594375632940944, 0.4527384491445923] => 24.04163397364611) 6 => ([-0.08535857484457339, -0.18649936125530153, 0.4485257689700416, 0.5594375632940944, 0.4527384491445923] => 24.04481644219668) 7 => ([-0.08511789036176105, -0.1868933274884474, 0.44852575807428496, 0.5594375632940944, 0.4527384491445923] => 24.048302240350985) 8 => ([-0.08552480835827264, -0.18682366781751425, 0.4485255437858008, 0.5594375632940944, 0.4527384491445923] => 24.049118298873637) 9 => ([-0.08554724772197364, -0.18684909651025977, 0.4485251575829762, 0.5594375632940944, 0.4527384491445923] => 24.049493648919587) 10 => ([-0.08550864711474954, -0.1868646947406868, 0.4485256884607497, 0.5594375632940944, 0.4527384491445923] => 24.049516411359697) 11 => ([-0.08554636343608431, -0.1868933274884474, 0.44852575807428496, 0.5594375632940944, 0.4527384491445923] => 24.049987061953292) 12 => ([-0.08596225247697625, -0.18677101019342968, 0.4485252130717968, 0.5594375632940944, 0.4527384491445923] => 24.050246690589056) 13 => ([-0.08595416571848524, -0.18677943683932663, 0.44852494329449194, 0.5594375632940944, 0.4527384491445923] => 24.05031028750342) 14 => ([-0.08593800447496212, -0.18682046376249917, 0.44852508796944085, 0.5594375632940944, 0.4527384491445923] => 24.05070825873398) 15 => ([-0.08600998951912812, -0.18681127364210232, 0.44852546872438714, 0.5594375632940944, 0.4527384491445923] => 24.05088715473952) Test Summary: | Total Time SearchModels.jl | 0 7.3s ===== 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: 175, observed: 1146, best-error: 0.3200000000000003 worst-error: 19.720000000000024 SearchModels iteration 2> population: 16, bsize: 32, queue: 170, observed: 1316, best-error: 0.20000000000000026 worst-error: 2.5700000000000007 SearchModels iteration 3> population: 16, bsize: 32, queue: 169, observed: 1485, best-error: 0.024414062499999833 worst-error: 0.5275390625000002 SearchModels iteration 4> population: 16, bsize: 32, queue: 174, observed: 1659, best-error: 0.024414062499999833 worst-error: 0.26265869140625 SearchModels iteration 5> population: 16, bsize: 32, queue: 172, observed: 1831, best-error: 0.012658691406249955 worst-error: 0.11003906250000076 SearchModels iteration 6> population: 16, bsize: 32, queue: 176, observed: 2007, best-error: 0.005351562499999947 worst-error: 0.037196207046509465 SearchModels iteration 7> population: 16, bsize: 32, queue: 183, observed: 2190, best-error: 0.005315676331520081 worst-error: 0.01891840994358072 SearchModels iteration 8> population: 16, bsize: 32, queue: 179, observed: 2369, best-error: 0.003781343139708022 worst-error: 0.007781162858009303 SearchModels iteration 9> population: 16, bsize: 32, queue: 180, observed: 2549, best-error: 0.0011406010761856888 worst-error: 0.004985228180885247 SearchModels iteration 10> population: 16, bsize: 32, queue: 183, observed: 2732, best-error: 0.0011406010761856888 worst-error: 0.0024624669575132015 SearchModels iteration 11> population: 16, bsize: 32, queue: 174, observed: 2906, best-error: 0.0011406010761856888 worst-error: 0.0017200702795615874 SearchModels iteration 12> population: 16, bsize: 32, queue: 176, observed: 3082, best-error: 0.0011406010761856888 worst-error: 0.0013939716025288481 SearchModels iteration 13> population: 16, bsize: 32, queue: 172, observed: 3254, best-error: 0.0011406010761856888 worst-error: 0.0012937239785883827 SearchModels iteration 14> population: 16, bsize: 32, queue: 173, observed: 3427, best-error: 0.0011406010761856888 worst-error: 0.0012191476820880122 SearchModels iteration 15> population: 16, bsize: 32, queue: 176, observed: 3603, best-error: 0.0011406010761856888 worst-error: 0.0011825911978610645 SearchModels iteration 16> population: 16, bsize: 32, queue: 176, observed: 3779, best-error: 0.0011406010761856888 worst-error: 0.00116491563493638 SearchModels iteration 17> population: 16, bsize: 32, queue: 175, observed: 3954, best-error: 0.0011404459197245202 worst-error: 0.0011504099333954577 SearchModels iteration 18> population: 16, bsize: 32, queue: 167, observed: 4121, best-error: 0.0011373990920099696 worst-error: 0.0011450106529096048 SearchModels iteration 19> population: 16, bsize: 32, queue: 167, observed: 4288, best-error: 0.0011285661999136118 worst-error: 0.001137473579884374 SearchModels iteration 20> population: 16, bsize: 32, queue: 148, observed: 4436, best-error: 0.0011285501811653283 worst-error: 0.0011317252950578426 SearchModels iteration 21> population: 16, bsize: 32, queue: 133, observed: 4569, best-error: 0.0011285501811653283 worst-error: 0.0011296998501767708 SearchModels iteration 22> population: 16, bsize: 32, queue: 120, observed: 4689, best-error: 0.0011285501811653283 worst-error: 0.0011290272582573117 SearchModels iteration 23> population: 16, bsize: 32, queue: 107, observed: 4796, best-error: 0.0011285466721528703 worst-error: 0.001128609521692842 SearchModels> stop by convergence error=(1.0335937499999999, 1.0683059692382812) => 0.0011285501811653283, iter=24 (of 300) 1 => ((1.0335937499999999, 1.0683161735534665) => 0.0011285400408451007) 2 => ((1.0335937499999999, 1.068315505981445) => 0.0011285400675842448) 3 => ((1.0335937499999999, 1.068316602706909) => 0.0011285400707220015) 4 => ((1.0335937499999999, 1.0683153152465819) => 0.001128540091594905) 5 => ((1.0335937499999999, 1.0683168411254882) => 0.0011285401032364371) 6 => ((1.0335937499999999, 1.0683169364929197) => 0.0011285401194254428) 7 => ((1.0335937499999999, 1.0683151245117184) => 0.0011285401228815228) 8 => ((1.0335937499999999, 1.0683170318603514) => 0.001128540137433438) 9 => ((1.0335937499999999, 1.068314743041992) => 0.001128540207282631) 10 => ((1.0335937499999999, 1.0683177947998046) => 0.0011285403469810172) 11 => ((1.0335937499999999, 1.068318176269531) => 0.0011285404954105526) 12 => ((1.0335937499999999, 1.0683183670043945) => 0.0011285405805392568) 13 => ((1.0335937499999999, 1.0683198928833009) => 0.0011285415235033638) 14 => ((1.0335937499999999, 1.06832160949707) => 0.001128543140948741) 15 => ((1.0335937499999999, 1.0683241844177245) => 0.0011285466721528703) ===== 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: 162, observed: 1134, best-error: 0.0 worst-error: 19.520000000000017 SearchModels iteration 2> population: 16, bsize: 32, queue: 162, observed: 1296, best-error: 0.0 worst-error: 3.4000000000000012 SearchModels iteration 3> population: 16, bsize: 32, queue: 161, observed: 1457, best-error: 0.0 worst-error: 0.52 SearchModels iteration 4> population: 16, bsize: 32, queue: 163, observed: 1620, best-error: 0.0 worst-error: 0.10992431640625 SearchModels iteration 5> population: 16, bsize: 32, queue: 172, observed: 1792, best-error: 0.0 worst-error: 0.02390625000000008 SearchModels iteration 6> population: 16, bsize: 32, queue: 173, observed: 1965, best-error: 0.0 worst-error: 0.003997201919555363 SearchModels iteration 7> population: 16, bsize: 32, queue: 173, observed: 2138, best-error: 0.0 worst-error: 0.0009913635253906057 SearchModels iteration 8> population: 16, bsize: 32, queue: 166, observed: 2304, best-error: 0.0 worst-error: 0.0002711486816406775 SearchModels iteration 9> population: 16, bsize: 32, queue: 171, observed: 2475, best-error: 0.0 worst-error: 0.00012106001377105417 SearchModels iteration 10> population: 16, bsize: 32, queue: 167, observed: 2642, best-error: 0.0 worst-error: 3.9215087890625316e-5 SearchModels iteration 11> population: 16, bsize: 32, queue: 172, observed: 2814, best-error: 0.0 worst-error: 1.570679480210255e-5 SearchModels iteration 12> population: 16, bsize: 32, queue: 168, observed: 2982, best-error: 0.0 worst-error: 6.205112813972696e-6 SearchModels iteration 13> population: 16, bsize: 32, queue: 180, observed: 3162, best-error: 0.0 worst-error: 3.0908595363142904e-6 SearchModels iteration 14> population: 16, bsize: 32, queue: 179, observed: 3341, best-error: 0.0 worst-error: 1.116275043955826e-6 SearchModels iteration 15> population: 16, bsize: 32, queue: 170, observed: 3511, best-error: 0.0 worst-error: 4.6058085956694605e-7 SearchModels iteration 16> population: 16, bsize: 32, queue: 166, observed: 3677, best-error: 0.0 worst-error: 1.7226039066283877e-7 SearchModels> stop by convergence error=(0.999798583984375, 0.999615478515625) => 7.394762265648738e-8, iter=17 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((0.99990234375, 0.999798583984375) => 1.3273684089560731e-8) 3 => ((0.999896240234375, 0.999798583984375) => 1.4478248653679878e-8) 4 => ((0.999853515625, 0.99970703125) => 2.1457718162303244e-8) 5 => ((0.999847412109375, 0.99969482421875) => 2.3283118575495587e-8) 6 => ((0.9998748779296875, 0.9997604370117188) => 2.7030814702416603e-8) 7 => ((0.99984130859375, 0.999688720703125) => 2.887757521338137e-8) 8 => ((0.9998046875, 0.999615478515625) => 4.1825842345269287e-8) 9 => ((0.9997772216796875, 0.9995590209960937) => 5.168046432271594e-8) 10 => ((0.999774169921875, 0.9995452880859375) => 5.1961934308801006e-8) 11 => ((0.9997711181640625, 0.999542236328125) => 5.238716926079558e-8) 12 => ((0.9998046875, 0.99959716796875) => 5.3141411626652704e-8) 13 => ((0.99979248046875, 0.99959716796875) => 5.786056491022403e-8) 14 => ((0.99976806640625, 0.9995452880859375) => 6.207688617562997e-8) 15 => ((0.99974365234375, 0.999493408203125) => 6.935962556544981e-8) Test Summary: | Total Time SearchModels.jl | 0 2.5s Testing SearchModels tests passed Testing completed after 17.13s PkgEval succeeded after 58.01s