Package evaluation to test SearchModels on Julia 1.14.0-DEV.1589 (2d9a3f8a61*) started at 2026-01-21T06:36:48.881 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 10.45s ################################################################################ # 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 v0.3.29+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [8e850b90] + libblastrampoline_jll v5.15.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 1.09s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 3051.9 ms ✓ SearchModels 1 dependency successfully precompiled in 3 seconds. 30 already precompiled. Precompilation completed after 18.04s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_siDXSb/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_siDXSb/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 v0.3.29+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [8e850b90] libblastrampoline_jll v5.15.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... SearchModels> search params iter=0, initialpopulation=300, maxpopulation=16, bsize=64, mutbsize=32, crossbsize=32 SearchModels iteration 1> population: 16, bsize: 64, queue: 56, observed: 356, best-error: 19342.28405619288 worst-error: 656846.6490187321 SearchModels iteration 2> population: 16, bsize: 64, queue: 61, observed: 417, best-error: 2985.402080619145 worst-error: 73496.58878860556 SearchModels iteration 3> population: 16, bsize: 64, queue: 58, observed: 475, best-error: 1305.197708738232 worst-error: 4477.230430138769 SearchModels iteration 4> population: 16, bsize: 64, queue: 59, observed: 534, best-error: 24.469098572542038 worst-error: 2045.8559008716259 SearchModels iteration 5> population: 16, bsize: 64, queue: 62, observed: 596, best-error: 24.469098572542038 worst-error: 305.2377108226474 SearchModels iteration 6> population: 16, bsize: 64, queue: 54, observed: 650, best-error: 24.469098572542038 worst-error: 70.73124123414021 SearchModels iteration 7> population: 16, bsize: 64, queue: 57, observed: 707, best-error: 10.362878249341986 worst-error: 29.945587914956448 SearchModels iteration 8> population: 16, bsize: 64, queue: 57, observed: 764, best-error: 10.156955806348153 worst-error: 19.59857039767362 SearchModels iteration 9> population: 16, bsize: 64, queue: 57, observed: 821, best-error: 9.725200277460262 worst-error: 11.557548252104601 SearchModels iteration 10> population: 16, bsize: 64, queue: 57, observed: 878, best-error: 9.432089866444509 worst-error: 10.410037079528008 SearchModels iteration 11> population: 16, bsize: 64, queue: 57, observed: 935, best-error: 9.432089866444509 worst-error: 10.182055906571447 SearchModels iteration 12> population: 16, bsize: 64, queue: 58, observed: 993, best-error: 9.39127950224799 worst-error: 9.73904133452889 SearchModels iteration 13> population: 16, bsize: 64, queue: 59, observed: 1052, best-error: 9.354925029221777 worst-error: 9.519677932600342 SearchModels iteration 14> population: 16, bsize: 64, queue: 56, observed: 1108, best-error: 9.354925029221777 worst-error: 9.417652742412068 SearchModels iteration 15> population: 16, bsize: 64, queue: 58, observed: 1166, best-error: 9.32043929700277 worst-error: 9.376994137584633 SearchModels iteration 16> population: 16, bsize: 64, queue: 59, observed: 1225, best-error: 9.32043929700277 worst-error: 9.349470107194282 SearchModels iteration 17> population: 16, bsize: 64, queue: 58, observed: 1283, best-error: 9.294495642427144 worst-error: 9.331066434164157 SearchModels iteration 18> population: 16, bsize: 64, queue: 58, observed: 1341, best-error: 9.219071608573852 worst-error: 9.31501618917602 SearchModels iteration 19> population: 16, bsize: 64, queue: 59, observed: 1400, best-error: 9.219071608573852 worst-error: 9.297775501406463 SearchModels iteration 20> population: 16, bsize: 64, queue: 59, observed: 1459, best-error: 9.168397671655105 worst-error: 9.25529236444983 SearchModels iteration 21> population: 16, bsize: 64, queue: 58, observed: 1517, best-error: 9.168397671655105 worst-error: 9.23859415569831 SearchModels iteration 22> population: 16, bsize: 64, queue: 57, observed: 1574, best-error: 9.156249334802265 worst-error: 9.201498937886585 SearchModels iteration 23> population: 16, bsize: 64, queue: 60, observed: 1634, best-error: 9.126352664069088 worst-error: 9.17482610571075 SearchModels iteration 24> population: 16, bsize: 64, queue: 57, observed: 1691, best-error: 9.089777382687505 worst-error: 9.154643631371142 SearchModels iteration 25> population: 16, bsize: 64, queue: 56, observed: 1747, best-error: 9.04999045278953 worst-error: 9.123997276451789 SearchModels iteration 26> population: 16, bsize: 64, queue: 58, observed: 1805, best-error: 9.029352878285275 worst-error: 9.104511448836767 SearchModels iteration 27> population: 16, bsize: 64, queue: 59, observed: 1864, best-error: 9.029352878285275 worst-error: 9.068768923712842 SearchModels iteration 28> population: 16, bsize: 64, queue: 56, observed: 1920, best-error: 9.002090643759493 worst-error: 9.052912054853405 SearchModels iteration 29> population: 16, bsize: 64, queue: 58, observed: 1978, best-error: 9.002090643759493 worst-error: 9.034364933063634 SearchModels iteration 30> population: 16, bsize: 64, queue: 61, observed: 2039, best-error: 8.948818017618894 worst-error: 9.016124809992137 SearchModels iteration 31> population: 16, bsize: 64, queue: 57, observed: 2096, best-error: 8.924937333586064 worst-error: 9.006039887045185 SearchModels iteration 32> population: 16, bsize: 64, queue: 60, observed: 2156, best-error: 8.916017707137703 worst-error: 8.97725082288964 SearchModels iteration 33> population: 16, bsize: 64, queue: 61, observed: 2217, best-error: 8.916017707137703 worst-error: 8.949616875387031 SearchModels iteration 34> population: 16, bsize: 64, queue: 58, observed: 2275, best-error: 8.913580237366327 worst-error: 8.931543044463258 SearchModels iteration 35> population: 16, bsize: 64, queue: 59, observed: 2334, best-error: 8.91248946758138 worst-error: 8.923246648063481 SearchModels iteration 36> population: 16, bsize: 64, queue: 59, observed: 2393, best-error: 8.87635747816113 worst-error: 8.915320138579052 SearchModels iteration 37> population: 16, bsize: 64, queue: 56, observed: 2449, best-error: 8.860838871797592 worst-error: 8.905394361095771 SearchModels iteration 38> population: 16, bsize: 64, queue: 59, observed: 2508, best-error: 8.86040309134858 worst-error: 8.881080275628653 SearchModels iteration 39> population: 16, bsize: 64, queue: 59, observed: 2567, best-error: 8.85356999527408 worst-error: 8.869676756868541 SearchModels iteration 40> population: 16, bsize: 64, queue: 62, observed: 2629, best-error: 8.833129134828951 worst-error: 8.860791557449822 SearchModels iteration 41> population: 16, bsize: 64, queue: 60, observed: 2689, best-error: 8.804052880302008 worst-error: 8.855855075426279 SearchModels iteration 42> population: 16, bsize: 64, queue: 61, observed: 2750, best-error: 8.780660745929426 worst-error: 8.837577095875975 SearchModels iteration 43> population: 16, bsize: 64, queue: 57, observed: 2807, best-error: 8.780660745929426 worst-error: 8.823387630669865 SearchModels iteration 44> population: 16, bsize: 64, queue: 53, observed: 2860, best-error: 8.780660745929426 worst-error: 8.811714538328292 SearchModels iteration 45> population: 16, bsize: 64, queue: 59, observed: 2919, best-error: 8.76558974951545 worst-error: 8.795289869348837 SearchModels iteration 46> population: 16, bsize: 64, queue: 56, observed: 2975, best-error: 8.76558974951545 worst-error: 8.786077670016725 SearchModels iteration 47> population: 16, bsize: 64, queue: 62, observed: 3037, best-error: 8.75032939674253 worst-error: 8.779447427133785 SearchModels iteration 48> population: 16, bsize: 64, queue: 58, observed: 3095, best-error: 8.74859487957228 worst-error: 8.770991113891037 SearchModels iteration 49> population: 16, bsize: 64, queue: 59, observed: 3154, best-error: 8.742767603871332 worst-error: 8.758029326789528 SearchModels iteration 50> population: 16, bsize: 64, queue: 60, observed: 3214, best-error: 8.734716321684582 worst-error: 8.751756792421832 SearchModels iteration 51> population: 16, bsize: 64, queue: 57, observed: 3271, best-error: 8.720895706184557 worst-error: 8.741906675612245 SearchModels iteration 52> population: 16, bsize: 64, queue: 58, observed: 3329, best-error: 8.704947878236602 worst-error: 8.729838303773661 SearchModels iteration 53> population: 16, bsize: 64, queue: 55, observed: 3384, best-error: 8.690075037445085 worst-error: 8.721041435205493 SearchModels iteration 54> population: 16, bsize: 64, queue: 58, observed: 3442, best-error: 8.690075037445085 worst-error: 8.713224502621522 SearchModels iteration 55> population: 16, bsize: 64, queue: 55, observed: 3497, best-error: 8.690075037445085 worst-error: 8.704947878236602 SearchModels iteration 56> population: 16, bsize: 64, queue: 59, observed: 3556, best-error: 8.669528816047347 worst-error: 8.69596627090682 SearchModels iteration 57> population: 16, bsize: 64, queue: 60, observed: 3616, best-error: 8.668851267352881 worst-error: 8.683447832726912 SearchModels iteration 58> population: 16, bsize: 64, queue: 59, observed: 3675, best-error: 8.649878207305989 worst-error: 8.67555355642476 SearchModels iteration 59> population: 16, bsize: 64, queue: 59, observed: 3734, best-error: 8.649878207305989 worst-error: 8.669149777168073 SearchModels iteration 60> population: 16, bsize: 64, queue: 58, observed: 3792, best-error: 8.638491217571957 worst-error: 8.659611571697114 SearchModels iteration 61> population: 16, bsize: 64, queue: 60, observed: 3852, best-error: 8.627676601265637 worst-error: 8.652476832367823 SearchModels iteration 62> population: 16, bsize: 64, queue: 62, observed: 3914, best-error: 8.627676601265637 worst-error: 8.642910431354085 SearchModels iteration 63> population: 16, bsize: 64, queue: 58, observed: 3972, best-error: 8.61673364073342 worst-error: 8.636155145733666 SearchModels iteration 64> population: 16, bsize: 64, queue: 59, observed: 4031, best-error: 8.61673364073342 worst-error: 8.630409166225215 SearchModels iteration 65> population: 16, bsize: 64, queue: 56, observed: 4087, best-error: 8.612164403493551 worst-error: 8.626389307203883 SearchModels iteration 66> population: 16, bsize: 64, queue: 59, observed: 4146, best-error: 8.586781587039892 worst-error: 8.621333454739172 SearchModels iteration 67> population: 16, bsize: 64, queue: 60, observed: 4206, best-error: 8.586781587039892 worst-error: 8.614033179287357 SearchModels iteration 68> population: 16, bsize: 64, queue: 60, observed: 4266, best-error: 8.579172973519462 worst-error: 8.601135725408792 SearchModels iteration 69> population: 16, bsize: 64, queue: 59, observed: 4325, best-error: 8.567361314425225 worst-error: 8.591910855065068 SearchModels iteration 70> population: 16, bsize: 64, queue: 59, observed: 4384, best-error: 8.567361314425225 worst-error: 8.579267475564793 SearchModels iteration 71> population: 16, bsize: 64, queue: 55, observed: 4439, best-error: 8.54703233326236 worst-error: 8.573640165492229 SearchModels iteration 72> population: 16, bsize: 64, queue: 60, observed: 4499, best-error: 8.528933223093452 worst-error: 8.565783904078488 SearchModels iteration 73> population: 16, bsize: 64, queue: 56, observed: 4555, best-error: 8.528933223093452 worst-error: 8.55465589137028 SearchModels iteration 74> population: 16, bsize: 64, queue: 60, observed: 4615, best-error: 8.528933223093452 worst-error: 8.544998979170174 SearchModels iteration 75> population: 16, bsize: 64, queue: 59, observed: 4674, best-error: 8.525892848548223 worst-error: 8.537891447784842 SearchModels iteration 76> population: 16, bsize: 64, queue: 59, observed: 4733, best-error: 8.525892848548223 worst-error: 8.53233923671784 SearchModels iteration 77> population: 16, bsize: 64, queue: 55, observed: 4788, best-error: 8.515465575369076 worst-error: 8.527869620676405 SearchModels iteration 78> population: 16, bsize: 64, queue: 63, observed: 4851, best-error: 8.509498598667903 worst-error: 8.521903761926302 SearchModels iteration 79> population: 16, bsize: 64, queue: 64, observed: 4915, best-error: 8.482470502866004 worst-error: 8.516106244749905 SearchModels iteration 80> population: 16, bsize: 64, queue: 61, observed: 4976, best-error: 8.482470502866004 worst-error: 8.507787904788055 SearchModels iteration 81> population: 16, bsize: 64, queue: 59, observed: 5035, best-error: 8.470799273472691 worst-error: 8.495560656153687 SearchModels iteration 82> population: 16, bsize: 64, queue: 60, observed: 5095, best-error: 8.4474086315655 worst-error: 8.485711794662103 SearchModels iteration 83> population: 16, bsize: 64, queue: 59, observed: 5154, best-error: 8.4474086315655 worst-error: 8.477522112710044 SearchModels iteration 84> population: 16, bsize: 64, queue: 60, observed: 5214, best-error: 8.4474086315655 worst-error: 8.466407709222766 SearchModels iteration 85> population: 16, bsize: 64, queue: 59, observed: 5273, best-error: 8.44006998171799 worst-error: 8.456023828434889 SearchModels iteration 86> population: 16, bsize: 64, queue: 58, observed: 5331, best-error: 8.42981262674783 worst-error: 8.448712044424704 SearchModels iteration 87> population: 16, bsize: 64, queue: 60, observed: 5391, best-error: 8.42981262674783 worst-error: 8.4413915913453 SearchModels iteration 88> population: 16, bsize: 64, queue: 58, observed: 5449, best-error: 8.420785901763733 worst-error: 8.437012687096798 SearchModels iteration 89> population: 16, bsize: 64, queue: 58, observed: 5507, best-error: 8.418740689962553 worst-error: 8.43207609503984 SearchModels iteration 90> population: 16, bsize: 64, queue: 57, observed: 5564, best-error: 8.418740689962553 worst-error: 8.425060576099266 SearchModels iteration 91> population: 16, bsize: 64, queue: 58, observed: 5622, best-error: 8.405037339989018 worst-error: 8.421099918601977 SearchModels iteration 92> population: 16, bsize: 64, queue: 53, observed: 5675, best-error: 8.388044298692144 worst-error: 8.412907560962035 SearchModels iteration 93> population: 16, bsize: 64, queue: 58, observed: 5733, best-error: 8.388044298692144 worst-error: 8.40577961051091 SearchModels iteration 94> population: 16, bsize: 64, queue: 60, observed: 5793, best-error: 8.375885551078216 worst-error: 8.39885602329224 SearchModels iteration 95> population: 16, bsize: 64, queue: 59, observed: 5852, best-error: 8.373719767015372 worst-error: 8.388805731761302 SearchModels iteration 96> population: 16, bsize: 64, queue: 56, observed: 5908, best-error: 8.373636616832885 worst-error: 8.381195146295061 SearchModels iteration 97> population: 16, bsize: 64, queue: 59, observed: 5967, best-error: 8.359188674323883 worst-error: 8.378774889799681 SearchModels iteration 98> population: 16, bsize: 64, queue: 59, observed: 6026, best-error: 8.359188674323883 worst-error: 8.37321290428591 SearchModels iteration 99> population: 16, bsize: 64, queue: 60, observed: 6086, best-error: 8.33707268455495 worst-error: 8.364020140760646 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.07365416912435507, 0.6045592548418063, 0.30388409245656023, 0.0746547701849597, 0.2606811206246691] 1 => ([0.8214329907094611, 0.22665062567552172, 0.06748994482542567, 0.07978643520706666, 0.2637912507574921] => 8.33707268455495) 2 => ([0.8212486339794604, 0.22635106445040604, 0.06694688039661738, 0.07978643520706849, 0.26379125075749216] => 8.338678390605315) 3 => ([0.8214329907094611, 0.22665062567552172, 0.06816484427367993, 0.07978643520706666, 0.2637912507574921] => 8.338841038785164) 4 => ([0.8202927217184737, 0.2266407181853256, 0.06726250912484753, 0.07978643520706849, 0.26379125075749216] => 8.338933234322498) 5 => ([0.8202586474052254, 0.22662684905218278, 0.06700657684878716, 0.07978643520707032, 0.2637912507574922] => 8.339128537592918) 6 => ([0.8199640144809359, 0.2266369319193391, 0.06696166295316323, 0.07978643520707013, 0.2637912507574922] => 8.339644900461913) 7 => ([0.8212067472190661, 0.2257637101451772, 0.06746274436769721, 0.07998893884972602, 0.26379125075749216] => 8.340380113497442) 8 => ([0.8210642772494596, 0.22605150322529036, 0.06640381596780909, 0.07978643520707032, 0.2637912507574922] => 8.341507037083021) 9 => ([0.8210223904890653, 0.2254641489200615, 0.06691967993888892, 0.07998893884972785, 0.2637912507574922] => 8.341825157021965) 10 => ([0.8234835987365248, 0.22722411084760774, 0.06706227388199786, 0.07958393156441096, 0.26379125075749216] => 8.342675034284454) 11 => ([0.8193823826823974, 0.2260771405034357, 0.0679176157688535, 0.07998893884972237, 0.26379125075749205] => 8.343251693170009) 12 => ([0.8181782601838271, 0.2260711946561863, 0.06763280731007386, 0.0799889388497242, 0.2637912507574921] => 8.344707263199762) 13 => ([0.8254362622891254, 0.22550013276633135, 0.06682172754992641, 0.08019144249238175, 0.2637912507574921] => 8.344768961045286) 14 => ([0.8255876511670036, 0.2255036553313497, 0.06766183384515849, 0.08019144249237808, 0.263791250757492] => 8.344919769405838) 15 => ([0.818972010496361, 0.22550114232232094, 0.06751973751866168, 0.07998893884972602, 0.26379125075749216] => 8.345305876858536) Test Summary: | Total Time SearchModels.jl | 0 7.1s ===== RoseParams without inspect_population SearchModels> search params iter=0, initialpopulation=1000, maxpopulation=16, bsize=32, mutbsize=100, crossbsize=100 SearchModels iteration 1> population: 16, bsize: 32, queue: 169, observed: 1139, best-error: 0.3200000000000003 worst-error: 14.12 SearchModels iteration 2> population: 16, bsize: 32, queue: 157, observed: 1296, best-error: 0.3200000000000003 worst-error: 2.3200000000000003 SearchModels iteration 3> population: 16, bsize: 32, queue: 146, observed: 1442, best-error: 0.3200000000000003 worst-error: 0.8500000000000003 SearchModels iteration 4> population: 16, bsize: 32, queue: 150, observed: 1592, best-error: 0.10000000000000016 worst-error: 0.49812500000000026 SearchModels iteration 5> population: 16, bsize: 32, queue: 160, observed: 1752, best-error: 0.10000000000000016 worst-error: 0.3353515625 SearchModels iteration 6> population: 16, bsize: 32, queue: 159, observed: 1911, best-error: 0.10000000000000016 worst-error: 0.2592211914062508 SearchModels iteration 7> population: 16, bsize: 32, queue: 169, observed: 2080, best-error: 0.10000000000000016 worst-error: 0.19037353515624983 SearchModels iteration 8> population: 16, bsize: 32, queue: 172, observed: 2252, best-error: 0.10000000000000016 worst-error: 0.15386962890624983 SearchModels iteration 9> population: 16, bsize: 32, queue: 177, observed: 2429, best-error: 0.10000000000000016 worst-error: 0.12945327758789069 SearchModels iteration 10> population: 16, bsize: 32, queue: 182, observed: 2611, best-error: 0.10000000000000016 worst-error: 0.12208657529437911 SearchModels iteration 11> population: 16, bsize: 32, queue: 159, observed: 2770, best-error: 0.10000000000000016 worst-error: 0.10966266691684738 SearchModels iteration 12> population: 16, bsize: 32, queue: 165, observed: 2935, best-error: 0.09029541015625 worst-error: 0.10305969607317829 SearchModels iteration 13> population: 16, bsize: 32, queue: 152, observed: 3087, best-error: 0.09029541015625 worst-error: 0.0959173852973618 SearchModels iteration 14> population: 16, bsize: 32, queue: 159, observed: 3246, best-error: 0.09029541015625 worst-error: 0.09303860132131378 SearchModels iteration 15> population: 16, bsize: 32, queue: 157, observed: 3403, best-error: 0.09029541015625 worst-error: 0.09157978288146296 SearchModels iteration 16> population: 16, bsize: 32, queue: 134, observed: 3537, best-error: 0.09029541015625 worst-error: 0.09091204833081123 SearchModels iteration 17> population: 16, bsize: 32, queue: 148, observed: 3685, best-error: 0.09029541015625 worst-error: 0.09063049726421012 SearchModels iteration 18> population: 16, bsize: 32, queue: 145, observed: 3830, best-error: 0.09029541015625 worst-error: 0.09050339758396149 SearchModels iteration 19> population: 16, bsize: 32, queue: 135, observed: 3965, best-error: 0.09029541015625 worst-error: 0.09040846961530678 SearchModels iteration 20> population: 16, bsize: 32, queue: 136, observed: 4101, best-error: 0.09029541015625 worst-error: 0.09036742008573857 SearchModels iteration 21> population: 16, bsize: 32, queue: 143, observed: 4244, best-error: 0.09029541015625 worst-error: 0.09033886194229127 SearchModels iteration 22> population: 16, bsize: 32, queue: 118, observed: 4362, best-error: 0.09029541015625 worst-error: 0.09032290469823644 SearchModels iteration 23> population: 16, bsize: 32, queue: 138, observed: 4500, best-error: 0.09029541015625 worst-error: 0.09031173994831664 SearchModels iteration 24> population: 16, bsize: 32, queue: 129, observed: 4629, best-error: 0.09029541015625 worst-error: 0.09030573231372037 SearchModels iteration 25> population: 16, bsize: 32, queue: 118, observed: 4747, best-error: 0.09029541015625 worst-error: 0.09030124473935143 SearchModels iteration 26> population: 16, bsize: 32, queue: 119, observed: 4866, best-error: 0.09029541015625 worst-error: 0.09029921883483327 SearchModels iteration 27> population: 16, bsize: 32, queue: 130, observed: 4996, best-error: 0.09029541015625 worst-error: 0.09029777101679684 SearchModels iteration 28> population: 16, bsize: 32, queue: 105, observed: 5101, best-error: 0.09029541015625 worst-error: 0.0902967832334602 SearchModels iteration 29> population: 16, bsize: 32, queue: 120, observed: 5221, best-error: 0.09029541015625 worst-error: 0.09029619955790295 SearchModels iteration 30> population: 16, bsize: 32, queue: 113, observed: 5334, best-error: 0.09029541015625 worst-error: 0.09029590722576533 SearchModels iteration 31> population: 16, bsize: 32, queue: 109, observed: 5443, best-error: 0.09029541015625 worst-error: 0.09029570692571018 SearchModels iteration 32> population: 16, bsize: 32, queue: 119, observed: 5562, best-error: 0.09029541015625 worst-error: 0.09029556684641059 SearchModels> stop by convergence error=(0.699999177455902, 0.48828125) => 0.09029550796688007, iter=33 (of 300) 1 => ((0.7, 0.48828125) => 0.09029541015625) 2 => ((0.7, 0.4882811777293682) => 0.090295434999802) 3 => ((0.6999996185302734, 0.48828125) => 0.09029545548449733) 4 => ((0.7, 0.48828110545873643) => 0.09029545984439857) 5 => ((0.6999997407197952, 0.4882811777293682) => 0.09029546579734624) 6 => ((0.6999994814395905, 0.48828125) => 0.09029547178836529) 7 => ((0.6999996721744537, 0.4882811777293682) => 0.09029547394366025) 8 => ((0.6999996185302734, 0.4882811777293682) => 0.09029548032032998) 9 => ((0.6999993979930877, 0.48828125) => 0.09029548171609059) 10 => ((0.699999588727951, 0.4882811777293682) => 0.09029548386341504) 11 => ((0.6999993443489074, 0.48828125) => 0.09029548809965096) 12 => ((0.6999992370605468, 0.48828125) => 0.09029550087017912) 13 => ((0.6999992072582244, 0.48828125) => 0.09029550441835432) 14 => ((0.6999996185302734, 0.48828110545873643) => 0.09029550515720723) 15 => ((0.6999992907047271, 0.4882812138646841) => 0.09029550689881602) ===== 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: 161, observed: 1130, best-error: 0.39999999999999797 worst-error: 13.220000000000002 SearchModels iteration 2> population: 16, bsize: 32, queue: 170, observed: 1300, best-error: 0.39999999999999797 worst-error: 3.4000000000000012 SearchModels iteration 3> population: 16, bsize: 32, queue: 168, observed: 1468, best-error: 0.3775390625000005 worst-error: 1.2212890624999986 SearchModels iteration 4> population: 16, bsize: 32, queue: 174, observed: 1642, best-error: 0.0031250000000000223 worst-error: 0.7181640624999999 SearchModels iteration 5> population: 16, bsize: 32, queue: 184, observed: 1826, best-error: 0.0031250000000000223 worst-error: 0.3775390625000005 SearchModels iteration 6> population: 16, bsize: 32, queue: 182, observed: 2008, best-error: 0.0031250000000000223 worst-error: 0.09815430641174316 SearchModels iteration 7> population: 16, bsize: 32, queue: 180, observed: 2188, best-error: 0.0031250000000000223 worst-error: 0.05726834356784739 SearchModels iteration 8> population: 16, bsize: 32, queue: 177, observed: 2365, best-error: 0.0031250000000000223 worst-error: 0.04472915649413988 SearchModels iteration 9> population: 16, bsize: 32, queue: 174, observed: 2539, best-error: 0.0031250000000000223 worst-error: 0.017382812499999963 SearchModels iteration 10> population: 16, bsize: 32, queue: 185, observed: 2724, best-error: 0.0031250000000000223 worst-error: 0.009442680107895285 SearchModels iteration 11> population: 16, bsize: 32, queue: 164, observed: 2888, best-error: 0.00025010108947753906 worst-error: 0.0038696289062494743 SearchModels iteration 12> population: 16, bsize: 32, queue: 179, observed: 3067, best-error: 0.00025010108947753906 worst-error: 0.001648154633585206 SearchModels iteration 13> population: 16, bsize: 32, queue: 181, observed: 3248, best-error: 0.00025010108947753906 worst-error: 0.0006473203657185313 SearchModels iteration 14> population: 16, bsize: 32, queue: 175, observed: 3423, best-error: 7.664751494302853e-5 worst-error: 0.0002764100208878558 SearchModels iteration 15> population: 16, bsize: 32, queue: 182, observed: 3605, best-error: 7.664751494302853e-5 worst-error: 0.00017095733666788135 SearchModels iteration 16> population: 16, bsize: 32, queue: 185, observed: 3790, best-error: 3.575236203469653e-5 worst-error: 0.00012191680973044909 SearchModels iteration 17> population: 16, bsize: 32, queue: 176, observed: 3966, best-error: 3.575236203469653e-5 worst-error: 7.474620575578625e-5 SearchModels iteration 18> population: 16, bsize: 32, queue: 177, observed: 4143, best-error: 3.575236203469653e-5 worst-error: 5.254431596914105e-5 SearchModels iteration 19> population: 16, bsize: 32, queue: 182, observed: 4325, best-error: 3.575236203469653e-5 worst-error: 4.432636701911864e-5 SearchModels iteration 20> population: 16, bsize: 32, queue: 172, observed: 4497, best-error: 3.575236203469653e-5 worst-error: 4.075818958954581e-5 SearchModels iteration 21> population: 16, bsize: 32, queue: 188, observed: 4685, best-error: 3.575236203469653e-5 worst-error: 3.87515260049626e-5 SearchModels iteration 22> population: 16, bsize: 32, queue: 178, observed: 4863, best-error: 3.575236203469653e-5 worst-error: 3.753410118740871e-5 SearchModels iteration 23> population: 16, bsize: 32, queue: 169, observed: 5032, best-error: 3.575236203469653e-5 worst-error: 3.663322246534786e-5 SearchModels iteration 24> population: 16, bsize: 32, queue: 169, observed: 5201, best-error: 3.547101381131993e-5 worst-error: 3.5924446760221486e-5 SearchModels iteration 25> population: 16, bsize: 32, queue: 170, observed: 5371, best-error: 3.5283617049519256e-5 worst-error: 3.554543352390936e-5 SearchModels iteration 26> population: 16, bsize: 32, queue: 169, observed: 5540, best-error: 3.5001237794807356e-5 worst-error: 3.534605042761921e-5 SearchModels iteration 27> population: 16, bsize: 32, queue: 157, observed: 5697, best-error: 3.495980143490467e-5 worst-error: 3.5059250022369166e-5 SearchModels> stop by convergence error=(0.9940897673368455, 0.9881898015737534) => 3.499168117592515e-5, iter=28 (of 300) 1 => ((0.9940951913595201, 0.9881958961486816) => 3.495292691082699e-5) 2 => ((0.9940951675176621, 0.9881958961486816) => 3.495293041705509e-5) 3 => ((0.9940941721200944, 0.9881958961486816) => 3.495347886312144e-5) 4 => ((0.9940951675176621, 0.9881955087184906) => 3.495521622793678e-5) 5 => ((0.9940919280052186, 0.9881955087184906) => 3.495938306708555e-5) 6 => ((0.9940995335578919, 0.9881958961486816) => 3.495980143490467e-5) 7 => ((0.9940898418426515, 0.9881958961486816) => 3.496500394820706e-5) 8 => ((0.9940938174724581, 0.9881937980651856) => 3.496547515214311e-5) 9 => ((0.9940898418426515, 0.9881951212882996) => 3.4967964679848636e-5) 10 => ((0.9941027969121934, 0.9881958961486816) => 3.497480397462529e-5) 11 => ((0.9940877139568329, 0.9881958961486816) => 3.497611325800923e-5) 12 => ((0.9940936237573624, 0.9881916999816894) => 3.4977895932463615e-5) 13 => ((0.9941033124923707, 0.9881958961486816) => 3.49779463752011e-5) 14 => ((0.994093030691147, 0.9881898015737534) => 3.498933171774837e-5) 15 => ((0.9940937936306, 0.9881896018981933) => 3.4991308405692136e-5) Test Summary: | Total Time SearchModels.jl | 0 2.4s Testing SearchModels tests passed Testing completed after 16.79s PkgEval succeeded after 56.62s